2021-07-02 22:28:34,095 - mmaction - INFO - Environment info: ------------------------------------------------------------ sys.platform: linux Python: 3.7.9 (default, Aug 31 2020, 12:42:55) [GCC 7.3.0] CUDA available: True GPU 0,1,2,3,4,5,6,7: TITAN Xp CUDA_HOME: /usr/local/cuda NVCC: Cuda compilation tools, release 10.2, V10.2.89 GCC: gcc (GCC) 7.5.0 PyTorch: 1.8.1+cu102 PyTorch compiling details: PyTorch built with: - GCC 7.3 - C++ Version: 201402 - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications - Intel(R) MKL-DNN v1.7.0 (Git Hash 7aed236906b1f7a05c0917e5257a1af05e9ff683) - OpenMP 201511 (a.k.a. OpenMP 4.5) - NNPACK is enabled - CPU capability usage: AVX2 - CUDA Runtime 10.2 - NVCC architecture flags: -gencode;arch=compute_37,code=sm_37;-gencode;arch=compute_50,code=sm_50;-gencode;arch=compute_60,code=sm_60;-gencode;arch=compute_70,code=sm_70 - CuDNN 7.6.5 - Magma 2.5.2 - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=10.2, CUDNN_VERSION=7.6.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -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-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.8.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, TorchVision: 0.9.1+cu102 OpenCV: 4.5.1 MMCV: 1.3.8 MMCV Compiler: GCC 7.3 MMCV CUDA Compiler: 10.2 MMAction2: 0.15.0+3df13b4 ------------------------------------------------------------ 2021-07-02 22:28:34,095 - mmaction - INFO - Distributed training: True 2021-07-02 22:28:34,530 - mmaction - INFO - Config: model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowOnly', depth=50, pretrained='torchvision://resnet50', lateral=False, out_indices=(2, 3), conv1_kernel=(1, 7, 7), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), neck=dict( type='TPN', in_channels=(1024, 2048), out_channels=1024, spatial_modulation_cfg=dict( in_channels=(1024, 2048), out_channels=2048), temporal_modulation_cfg=dict(downsample_scales=(8, 8)), upsample_cfg=dict(scale_factor=(1, 1, 1)), downsample_cfg=dict(downsample_scale=(1, 1, 1)), level_fusion_cfg=dict( in_channels=(1024, 1024), mid_channels=(1024, 1024), out_channels=2048, downsample_scales=((1, 1, 1), (1, 1, 1))), aux_head_cfg=dict(out_channels=400, loss_weight=0.5)), cls_head=dict( type='TPNHead', num_classes=400, in_channels=2048, spatial_type='avg', consensus=dict(type='AvgConsensus', dim=1), dropout_ratio=0.5, init_std=0.01), train_cfg=None, test_cfg=dict(average_clips='prob')) checkpoint_config = dict(interval=1) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] dataset_type = 'VideoDataset' data_root = '/mnt/ssd2/dhd/data/kinetics_400_train' data_root_val = '/mnt/ssd2/dhd/data/kinetics_400_val' ann_file_train = 'data/kinetics_vtrain_list.txt' ann_file_val = 'data/kinetics_vval_list.txt' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) train_pipeline = [ dict(type='DecordInit'), dict(type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1), dict(type='DecordDecode'), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='ColorJitter'), 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict(type='DecordInit'), dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=256), 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict(type='DecordInit'), dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=10, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type='VideoDataset', ann_file='data/kinetics_vtrain_list.txt', data_prefix='/mnt/ssd2/dhd/data/kinetics_400_train', pipeline=[ dict(type='DecordInit'), dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1), dict(type='DecordDecode'), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict(type='ColorJitter'), 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ]), val=dict( type='VideoDataset', ann_file='data/kinetics_vval_list.txt', data_prefix='/mnt/ssd2/dhd/data/kinetics_400_val', pipeline=[ dict(type='DecordInit'), dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=1, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=256), 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ]), test=dict( type='VideoDataset', ann_file='data/kinetics_vval_list.txt', data_prefix='/mnt/ssd2/dhd/data/kinetics_400_val', pipeline=[ dict(type='DecordInit'), dict( type='SampleFrames', clip_len=8, frame_interval=8, num_clips=10, test_mode=True), dict(type='DecordDecode'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), 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='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ])) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy']) optimizer = dict( type='SGD', lr=0.01, momentum=0.9, weight_decay=0.0001, nesterov=True) optimizer_config = dict(grad_clip=dict(max_norm=40, norm_type=2)) lr_config = dict(policy='step', step=[75, 125]) total_epochs = 150 work_dir = './work_dirs/tpn_imagenet' gpu_ids = range(0, 8) omnisource = False module_hooks = [] 2021-07-02 22:28:37,215 - mmaction - INFO - load model from: torchvision://resnet50 2021-07-02 22:28:50,290 - mmaction - INFO - These parameters in the 2d checkpoint are not loaded: {'fc.weight', 'fc.bias'} 2021-07-02 22:28:53,050 - mmaction - INFO - Start running, host: duanhaodong@BJ-IDC1-10-53-21-20, work_dir: /mnt/ssd2/dhd/mmaction2/work_dirs/tpn_imagenet 2021-07-02 22:28:53,051 - mmaction - INFO - Hooks will be executed in the following order: before_run: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) CheckpointHook (NORMAL ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_train_epoch: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) DistSamplerSeedHook (NORMAL ) DistEvalHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_train_iter: (VERY_HIGH ) StepLrUpdaterHook (NORMAL ) DistEvalHook (LOW ) IterTimerHook -------------------- after_train_iter: (ABOVE_NORMAL) OptimizerHook (NORMAL ) CheckpointHook (NORMAL ) DistEvalHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- after_train_epoch: (NORMAL ) CheckpointHook (NORMAL ) DistEvalHook (VERY_LOW ) TextLoggerHook -------------------- before_val_epoch: (NORMAL ) DistSamplerSeedHook (LOW ) IterTimerHook (VERY_LOW ) TextLoggerHook -------------------- before_val_iter: (LOW ) IterTimerHook -------------------- after_val_iter: (LOW ) IterTimerHook -------------------- after_val_epoch: (VERY_LOW ) TextLoggerHook -------------------- 2021-07-02 22:28:53,051 - mmaction - INFO - workflow: [('train', 1)], max: 150 epochs 2021-07-02 22:29:56,713 - mmaction - INFO - Epoch [1][20/3757] lr: 1.000e-02, eta: 20 days, 17:51:19, time: 3.180, data_time: 1.977, memory: 6921, loss_aux: 2.9939, top1_acc: 0.0070, top5_acc: 0.0250, loss_cls: 5.9863, loss: 8.9802, grad_norm: 5.4104 2021-07-02 22:30:17,742 - mmaction - INFO - Epoch [1][40/3757] lr: 1.000e-02, eta: 13 days, 19:22:24, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 2.9906, top1_acc: 0.0047, top5_acc: 0.0305, loss_cls: 6.0003, loss: 8.9909, grad_norm: 5.2742 2021-07-02 22:30:39,460 - mmaction - INFO - Epoch [1][60/3757] lr: 1.000e-02, eta: 11 days, 13:32:32, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 2.9684, top1_acc: 0.0078, top5_acc: 0.0406, loss_cls: 5.9057, loss: 8.8741, grad_norm: 5.0672 2021-07-02 22:31:02,286 - mmaction - INFO - Epoch [1][80/3757] lr: 1.000e-02, eta: 10 days, 12:45:16, time: 1.140, data_time: 0.002, memory: 6921, loss_aux: 2.9601, top1_acc: 0.0109, top5_acc: 0.0414, loss_cls: 5.8450, loss: 8.8052, grad_norm: 4.9698 2021-07-02 22:31:25,070 - mmaction - INFO - Epoch [1][100/3757] lr: 1.000e-02, eta: 9 days, 21:54:59, time: 1.141, data_time: 0.004, memory: 6921, loss_aux: 2.9298, top1_acc: 0.0133, top5_acc: 0.0578, loss_cls: 5.7116, loss: 8.6413, grad_norm: 4.9989 2021-07-02 22:31:47,364 - mmaction - INFO - Epoch [1][120/3757] lr: 1.000e-02, eta: 9 days, 11:17:15, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 2.9033, top1_acc: 0.0187, top5_acc: 0.0711, loss_cls: 5.6137, loss: 8.5170, grad_norm: 5.0199 2021-07-02 22:32:08,468 - mmaction - INFO - Epoch [1][140/3757] lr: 1.000e-02, eta: 9 days, 2:24:52, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 2.8684, top1_acc: 0.0281, top5_acc: 0.0953, loss_cls: 5.5068, loss: 8.3752, grad_norm: 5.1985 2021-07-02 22:32:29,625 - mmaction - INFO - Epoch [1][160/3757] lr: 1.000e-02, eta: 8 days, 19:47:20, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 2.8531, top1_acc: 0.0289, top5_acc: 0.0984, loss_cls: 5.4564, loss: 8.3095, grad_norm: 5.2965 2021-07-02 22:32:51,630 - mmaction - INFO - Epoch [1][180/3757] lr: 1.000e-02, eta: 8 days, 15:22:38, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 2.8434, top1_acc: 0.0289, top5_acc: 0.1070, loss_cls: 5.4005, loss: 8.2439, grad_norm: 5.3225 2021-07-02 22:33:14,010 - mmaction - INFO - Epoch [1][200/3757] lr: 1.000e-02, eta: 8 days, 12:10:26, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 2.7987, top1_acc: 0.0391, top5_acc: 0.1148, loss_cls: 5.2821, loss: 8.0808, grad_norm: 5.5029 2021-07-02 22:33:35,368 - mmaction - INFO - Epoch [1][220/3757] lr: 1.000e-02, eta: 8 days, 8:46:32, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 2.7894, top1_acc: 0.0477, top5_acc: 0.1359, loss_cls: 5.2882, loss: 8.0776, grad_norm: 5.5963 2021-07-02 22:33:57,056 - mmaction - INFO - Epoch [1][240/3757] lr: 1.000e-02, eta: 8 days, 6:09:43, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 2.7519, top1_acc: 0.0352, top5_acc: 0.1406, loss_cls: 5.2020, loss: 7.9539, grad_norm: 5.6345 2021-07-02 22:34:19,663 - mmaction - INFO - Epoch [1][260/3757] lr: 1.000e-02, eta: 8 days, 4:30:47, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 2.7441, top1_acc: 0.0500, top5_acc: 0.1578, loss_cls: 5.1652, loss: 7.9094, grad_norm: 5.7941 2021-07-02 22:34:41,600 - mmaction - INFO - Epoch [1][280/3757] lr: 1.000e-02, eta: 8 days, 2:44:52, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 2.6868, top1_acc: 0.0641, top5_acc: 0.1977, loss_cls: 4.9889, loss: 7.6757, grad_norm: 5.8947 2021-07-02 22:35:03,761 - mmaction - INFO - Epoch [1][300/3757] lr: 1.000e-02, eta: 8 days, 1:19:33, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 2.6844, top1_acc: 0.0531, top5_acc: 0.1594, loss_cls: 5.0730, loss: 7.7573, grad_norm: 6.0672 2021-07-02 22:35:25,521 - mmaction - INFO - Epoch [1][320/3757] lr: 1.000e-02, eta: 7 days, 23:51:43, time: 1.087, data_time: 0.001, memory: 6921, loss_aux: 2.6857, top1_acc: 0.0641, top5_acc: 0.1945, loss_cls: 5.0305, loss: 7.7162, grad_norm: 6.1248 2021-07-02 22:35:46,632 - mmaction - INFO - Epoch [1][340/3757] lr: 1.000e-02, eta: 7 days, 22:17:05, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 2.6714, top1_acc: 0.0625, top5_acc: 0.2086, loss_cls: 4.9409, loss: 7.6123, grad_norm: 6.1821 2021-07-02 22:36:09,791 - mmaction - INFO - Epoch [1][360/3757] lr: 1.000e-02, eta: 7 days, 21:46:36, time: 1.159, data_time: 0.002, memory: 6921, loss_aux: 2.6558, top1_acc: 0.0641, top5_acc: 0.1883, loss_cls: 4.9118, loss: 7.5676, grad_norm: 6.1841 2021-07-02 22:36:31,613 - mmaction - INFO - Epoch [1][380/3757] lr: 1.000e-02, eta: 7 days, 20:46:01, time: 1.091, data_time: 0.014, memory: 6921, loss_aux: 2.6291, top1_acc: 0.0773, top5_acc: 0.2133, loss_cls: 4.8780, loss: 7.5071, grad_norm: 6.3195 2021-07-02 22:36:52,853 - mmaction - INFO - Epoch [1][400/3757] lr: 1.000e-02, eta: 7 days, 19:37:15, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 2.6202, top1_acc: 0.0742, top5_acc: 0.2133, loss_cls: 4.8342, loss: 7.4544, grad_norm: 6.3927 2021-07-02 22:37:14,697 - mmaction - INFO - Epoch [1][420/3757] lr: 1.000e-02, eta: 7 days, 18:49:22, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 2.6095, top1_acc: 0.0734, top5_acc: 0.2195, loss_cls: 4.8311, loss: 7.4406, grad_norm: 6.5088 2021-07-02 22:37:37,205 - mmaction - INFO - Epoch [1][440/3757] lr: 1.000e-02, eta: 7 days, 18:19:23, time: 1.125, data_time: 0.075, memory: 6921, loss_aux: 2.5763, top1_acc: 0.0758, top5_acc: 0.2336, loss_cls: 4.7472, loss: 7.3234, grad_norm: 6.4717 2021-07-02 22:37:58,271 - mmaction - INFO - Epoch [1][460/3757] lr: 1.000e-02, eta: 7 days, 17:23:01, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 2.5707, top1_acc: 0.0727, top5_acc: 0.2328, loss_cls: 4.7505, loss: 7.3212, grad_norm: 6.5537 2021-07-02 22:38:20,501 - mmaction - INFO - Epoch [1][480/3757] lr: 1.000e-02, eta: 7 days, 16:53:28, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 2.5741, top1_acc: 0.0852, top5_acc: 0.2406, loss_cls: 4.7387, loss: 7.3128, grad_norm: 6.6003 2021-07-02 22:38:42,491 - mmaction - INFO - Epoch [1][500/3757] lr: 1.000e-02, eta: 7 days, 16:22:17, time: 1.100, data_time: 0.041, memory: 6921, loss_aux: 2.5658, top1_acc: 0.0883, top5_acc: 0.2555, loss_cls: 4.6991, loss: 7.2648, grad_norm: 6.5617 2021-07-02 22:39:04,373 - mmaction - INFO - Epoch [1][520/3757] lr: 1.000e-02, eta: 7 days, 15:51:33, time: 1.095, data_time: 0.011, memory: 6921, loss_aux: 2.5355, top1_acc: 0.0789, top5_acc: 0.2484, loss_cls: 4.6596, loss: 7.1951, grad_norm: 6.7415 2021-07-02 22:39:26,210 - mmaction - INFO - Epoch [1][540/3757] lr: 1.000e-02, eta: 7 days, 15:21:39, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 2.5599, top1_acc: 0.0891, top5_acc: 0.2367, loss_cls: 4.7141, loss: 7.2740, grad_norm: 6.6705 2021-07-02 22:39:48,259 - mmaction - INFO - Epoch [1][560/3757] lr: 1.000e-02, eta: 7 days, 14:57:29, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 2.5333, top1_acc: 0.0922, top5_acc: 0.2391, loss_cls: 4.6614, loss: 7.1947, grad_norm: 6.6716 2021-07-02 22:40:10,385 - mmaction - INFO - Epoch [1][580/3757] lr: 1.000e-02, eta: 7 days, 14:37:04, time: 1.108, data_time: 0.024, memory: 6921, loss_aux: 2.5332, top1_acc: 0.0953, top5_acc: 0.2687, loss_cls: 4.6127, loss: 7.1459, grad_norm: 6.6503 2021-07-02 22:40:32,263 - mmaction - INFO - Epoch [1][600/3757] lr: 1.000e-02, eta: 7 days, 14:13:15, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 2.5676, top1_acc: 0.0883, top5_acc: 0.2344, loss_cls: 4.7475, loss: 7.3152, grad_norm: 6.6470 2021-07-02 22:40:53,578 - mmaction - INFO - Epoch [1][620/3757] lr: 1.000e-02, eta: 7 days, 13:42:37, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 2.4739, top1_acc: 0.0953, top5_acc: 0.2680, loss_cls: 4.5078, loss: 6.9817, grad_norm: 6.6723 2021-07-02 22:41:17,437 - mmaction - INFO - Epoch [1][640/3757] lr: 1.000e-02, eta: 7 days, 13:51:04, time: 1.192, data_time: 0.069, memory: 6921, loss_aux: 2.5008, top1_acc: 0.0922, top5_acc: 0.2781, loss_cls: 4.5782, loss: 7.0790, grad_norm: 6.8659 2021-07-02 22:41:39,993 - mmaction - INFO - Epoch [1][660/3757] lr: 1.000e-02, eta: 7 days, 13:41:03, time: 1.129, data_time: 0.055, memory: 6921, loss_aux: 2.4802, top1_acc: 0.1023, top5_acc: 0.2602, loss_cls: 4.5592, loss: 7.0394, grad_norm: 6.8901 2021-07-02 22:42:03,431 - mmaction - INFO - Epoch [1][680/3757] lr: 1.000e-02, eta: 7 days, 13:43:36, time: 1.173, data_time: 0.002, memory: 6921, loss_aux: 2.4656, top1_acc: 0.1031, top5_acc: 0.2969, loss_cls: 4.4860, loss: 6.9516, grad_norm: 6.8055 2021-07-02 22:42:25,061 - mmaction - INFO - Epoch [1][700/3757] lr: 1.000e-02, eta: 7 days, 13:21:38, time: 1.082, data_time: 0.001, memory: 6921, loss_aux: 2.4934, top1_acc: 0.0867, top5_acc: 0.2594, loss_cls: 4.5793, loss: 7.0726, grad_norm: 6.8703 2021-07-02 22:42:46,584 - mmaction - INFO - Epoch [1][720/3757] lr: 1.000e-02, eta: 7 days, 12:59:18, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 2.4706, top1_acc: 0.1117, top5_acc: 0.2750, loss_cls: 4.5016, loss: 6.9722, grad_norm: 6.9426 2021-07-02 22:43:07,605 - mmaction - INFO - Epoch [1][740/3757] lr: 1.000e-02, eta: 7 days, 12:31:27, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 2.4897, top1_acc: 0.1031, top5_acc: 0.2758, loss_cls: 4.5286, loss: 7.0183, grad_norm: 7.0041 2021-07-02 22:43:28,815 - mmaction - INFO - Epoch [1][760/3757] lr: 1.000e-02, eta: 7 days, 12:08:21, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 2.4572, top1_acc: 0.1055, top5_acc: 0.2766, loss_cls: 4.4933, loss: 6.9505, grad_norm: 6.9102 2021-07-02 22:43:50,885 - mmaction - INFO - Epoch [1][780/3757] lr: 1.000e-02, eta: 7 days, 11:55:50, time: 1.102, data_time: 0.001, memory: 6921, loss_aux: 2.4467, top1_acc: 0.0953, top5_acc: 0.2859, loss_cls: 4.5207, loss: 6.9674, grad_norm: 7.0138 2021-07-02 22:44:12,572 - mmaction - INFO - Epoch [1][800/3757] lr: 1.000e-02, eta: 7 days, 11:39:46, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 2.4492, top1_acc: 0.1094, top5_acc: 0.2906, loss_cls: 4.4606, loss: 6.9098, grad_norm: 7.0697 2021-07-02 22:44:38,039 - mmaction - INFO - Epoch [1][820/3757] lr: 1.000e-02, eta: 7 days, 12:08:07, time: 1.275, data_time: 0.003, memory: 6921, loss_aux: 2.4383, top1_acc: 0.1125, top5_acc: 0.2898, loss_cls: 4.4411, loss: 6.8793, grad_norm: 7.1398 2021-07-02 22:44:58,792 - mmaction - INFO - Epoch [1][840/3757] lr: 1.000e-02, eta: 7 days, 11:41:44, time: 1.036, data_time: 0.002, memory: 6921, loss_aux: 2.4302, top1_acc: 0.1242, top5_acc: 0.3000, loss_cls: 4.4289, loss: 6.8591, grad_norm: 7.1125 2021-07-02 22:45:19,663 - mmaction - INFO - Epoch [1][860/3757] lr: 1.000e-02, eta: 7 days, 11:18:23, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 2.4285, top1_acc: 0.1055, top5_acc: 0.2992, loss_cls: 4.4296, loss: 6.8581, grad_norm: 7.0008 2021-07-02 22:45:41,977 - mmaction - INFO - Epoch [1][880/3757] lr: 1.000e-02, eta: 7 days, 11:11:04, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 2.4239, top1_acc: 0.1187, top5_acc: 0.3039, loss_cls: 4.4082, loss: 6.8321, grad_norm: 7.1467 2021-07-02 22:46:03,703 - mmaction - INFO - Epoch [1][900/3757] lr: 1.000e-02, eta: 7 days, 10:58:20, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 2.4083, top1_acc: 0.1219, top5_acc: 0.3164, loss_cls: 4.3751, loss: 6.7834, grad_norm: 6.9930 2021-07-02 22:46:25,413 - mmaction - INFO - Epoch [1][920/3757] lr: 1.000e-02, eta: 7 days, 10:46:02, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 2.4316, top1_acc: 0.1156, top5_acc: 0.2891, loss_cls: 4.4319, loss: 6.8635, grad_norm: 7.0399 2021-07-02 22:46:48,172 - mmaction - INFO - Epoch [1][940/3757] lr: 1.000e-02, eta: 7 days, 10:44:04, time: 1.136, data_time: 0.001, memory: 6921, loss_aux: 2.3906, top1_acc: 0.1141, top5_acc: 0.3070, loss_cls: 4.3753, loss: 6.7659, grad_norm: 6.9201 2021-07-02 22:47:09,811 - mmaction - INFO - Epoch [1][960/3757] lr: 1.000e-02, eta: 7 days, 10:31:41, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 2.4387, top1_acc: 0.1211, top5_acc: 0.3031, loss_cls: 4.4428, loss: 6.8815, grad_norm: 7.0884 2021-07-02 22:47:31,583 - mmaction - INFO - Epoch [1][980/3757] lr: 1.000e-02, eta: 7 days, 10:21:14, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 2.3959, top1_acc: 0.1297, top5_acc: 0.3297, loss_cls: 4.2803, loss: 6.6762, grad_norm: 7.0567 2021-07-02 22:47:52,982 - mmaction - INFO - Epoch [1][1000/3757] lr: 1.000e-02, eta: 7 days, 10:07:34, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 2.4069, top1_acc: 0.1156, top5_acc: 0.3086, loss_cls: 4.4203, loss: 6.8272, grad_norm: 7.2979 2021-07-02 22:48:14,214 - mmaction - INFO - Epoch [1][1020/3757] lr: 1.000e-02, eta: 7 days, 9:52:45, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 2.3823, top1_acc: 0.1211, top5_acc: 0.3164, loss_cls: 4.3438, loss: 6.7261, grad_norm: 7.3046 2021-07-02 22:48:36,223 - mmaction - INFO - Epoch [1][1040/3757] lr: 1.000e-02, eta: 7 days, 9:45:21, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 2.3442, top1_acc: 0.1289, top5_acc: 0.3195, loss_cls: 4.2615, loss: 6.6056, grad_norm: 7.1347 2021-07-02 22:48:57,959 - mmaction - INFO - Epoch [1][1060/3757] lr: 1.000e-02, eta: 7 days, 9:35:50, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 2.3787, top1_acc: 0.1187, top5_acc: 0.3195, loss_cls: 4.3694, loss: 6.7480, grad_norm: 7.2243 2021-07-02 22:49:19,079 - mmaction - INFO - Epoch [1][1080/3757] lr: 1.000e-02, eta: 7 days, 9:21:39, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 2.3807, top1_acc: 0.1195, top5_acc: 0.2992, loss_cls: 4.3812, loss: 6.7619, grad_norm: 7.1097 2021-07-02 22:49:40,073 - mmaction - INFO - Epoch [1][1100/3757] lr: 1.000e-02, eta: 7 days, 9:06:37, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 2.3705, top1_acc: 0.1180, top5_acc: 0.3180, loss_cls: 4.3356, loss: 6.7062, grad_norm: 7.3221 2021-07-02 22:50:03,123 - mmaction - INFO - Epoch [1][1120/3757] lr: 1.000e-02, eta: 7 days, 9:09:26, time: 1.153, data_time: 0.026, memory: 6921, loss_aux: 2.3814, top1_acc: 0.1297, top5_acc: 0.3352, loss_cls: 4.3132, loss: 6.6946, grad_norm: 7.0925 2021-07-02 22:50:24,057 - mmaction - INFO - Epoch [1][1140/3757] lr: 1.000e-02, eta: 7 days, 8:54:43, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 2.4057, top1_acc: 0.1195, top5_acc: 0.3258, loss_cls: 4.3770, loss: 6.7827, grad_norm: 7.2741 2021-07-02 22:50:44,903 - mmaction - INFO - Epoch [1][1160/3757] lr: 1.000e-02, eta: 7 days, 8:39:38, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 2.3740, top1_acc: 0.1336, top5_acc: 0.3203, loss_cls: 4.3421, loss: 6.7161, grad_norm: 7.2070 2021-07-02 22:51:06,200 - mmaction - INFO - Epoch [1][1180/3757] lr: 1.000e-02, eta: 7 days, 8:29:00, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 2.3543, top1_acc: 0.1273, top5_acc: 0.3500, loss_cls: 4.2825, loss: 6.6368, grad_norm: 7.3509 2021-07-02 22:51:29,969 - mmaction - INFO - Epoch [1][1200/3757] lr: 1.000e-02, eta: 7 days, 8:37:24, time: 1.186, data_time: 0.037, memory: 6921, loss_aux: 2.3751, top1_acc: 0.1195, top5_acc: 0.3031, loss_cls: 4.3815, loss: 6.7566, grad_norm: 7.1787 2021-07-02 22:51:53,907 - mmaction - INFO - Epoch [1][1220/3757] lr: 1.000e-02, eta: 7 days, 8:47:24, time: 1.198, data_time: 0.035, memory: 6921, loss_aux: 2.3725, top1_acc: 0.1172, top5_acc: 0.3133, loss_cls: 4.3306, loss: 6.7031, grad_norm: 7.1020 2021-07-02 22:52:19,457 - mmaction - INFO - Epoch [1][1240/3757] lr: 1.000e-02, eta: 7 days, 9:09:15, time: 1.279, data_time: 0.128, memory: 6921, loss_aux: 2.3320, top1_acc: 0.1391, top5_acc: 0.3391, loss_cls: 4.2577, loss: 6.5897, grad_norm: 7.0302 2021-07-02 22:52:40,964 - mmaction - INFO - Epoch [1][1260/3757] lr: 1.000e-02, eta: 7 days, 9:00:05, time: 1.075, data_time: 0.026, memory: 6921, loss_aux: 2.3274, top1_acc: 0.1359, top5_acc: 0.3477, loss_cls: 4.2342, loss: 6.5617, grad_norm: 7.3826 2021-07-02 22:53:02,022 - mmaction - INFO - Epoch [1][1280/3757] lr: 1.000e-02, eta: 7 days, 8:47:53, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 2.3298, top1_acc: 0.1391, top5_acc: 0.3312, loss_cls: 4.2745, loss: 6.6043, grad_norm: 7.2553 2021-07-02 22:53:23,154 - mmaction - INFO - Epoch [1][1300/3757] lr: 1.000e-02, eta: 7 days, 8:36:33, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 2.3077, top1_acc: 0.1398, top5_acc: 0.3602, loss_cls: 4.1714, loss: 6.4791, grad_norm: 7.0572 2021-07-02 22:53:44,115 - mmaction - INFO - Epoch [1][1320/3757] lr: 1.000e-02, eta: 7 days, 8:24:28, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 2.3419, top1_acc: 0.1391, top5_acc: 0.3352, loss_cls: 4.2336, loss: 6.5756, grad_norm: 7.0667 2021-07-02 22:54:06,044 - mmaction - INFO - Epoch [1][1340/3757] lr: 1.000e-02, eta: 7 days, 8:19:21, time: 1.096, data_time: 0.024, memory: 6921, loss_aux: 2.3206, top1_acc: 0.1445, top5_acc: 0.3539, loss_cls: 4.1980, loss: 6.5186, grad_norm: 7.1872 2021-07-02 22:54:28,162 - mmaction - INFO - Epoch [1][1360/3757] lr: 1.000e-02, eta: 7 days, 8:15:50, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 2.3078, top1_acc: 0.1406, top5_acc: 0.3570, loss_cls: 4.1973, loss: 6.5051, grad_norm: 7.2902 2021-07-02 22:54:49,022 - mmaction - INFO - Epoch [1][1380/3757] lr: 1.000e-02, eta: 7 days, 8:03:57, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 2.3203, top1_acc: 0.1375, top5_acc: 0.3391, loss_cls: 4.2356, loss: 6.5560, grad_norm: 7.1829 2021-07-02 22:55:10,181 - mmaction - INFO - Epoch [1][1400/3757] lr: 1.000e-02, eta: 7 days, 7:54:06, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 2.3080, top1_acc: 0.1391, top5_acc: 0.3477, loss_cls: 4.2710, loss: 6.5790, grad_norm: 7.1738 2021-07-02 22:55:31,173 - mmaction - INFO - Epoch [1][1420/3757] lr: 1.000e-02, eta: 7 days, 7:43:52, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 2.2654, top1_acc: 0.1547, top5_acc: 0.3672, loss_cls: 4.0974, loss: 6.3628, grad_norm: 7.0066 2021-07-02 22:55:52,497 - mmaction - INFO - Epoch [1][1440/3757] lr: 1.000e-02, eta: 7 days, 7:35:33, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 2.2625, top1_acc: 0.1516, top5_acc: 0.3789, loss_cls: 4.1131, loss: 6.3756, grad_norm: 7.0612 2021-07-02 22:56:14,990 - mmaction - INFO - Epoch [1][1460/3757] lr: 1.000e-02, eta: 7 days, 7:35:20, time: 1.126, data_time: 0.040, memory: 6921, loss_aux: 2.2812, top1_acc: 0.1461, top5_acc: 0.3711, loss_cls: 4.1548, loss: 6.4360, grad_norm: 7.2697 2021-07-02 22:56:35,757 - mmaction - INFO - Epoch [1][1480/3757] lr: 1.000e-02, eta: 7 days, 7:24:01, time: 1.038, data_time: 0.001, memory: 6921, loss_aux: 2.2967, top1_acc: 0.1531, top5_acc: 0.3680, loss_cls: 4.1804, loss: 6.4771, grad_norm: 7.1759 2021-07-02 22:56:57,413 - mmaction - INFO - Epoch [1][1500/3757] lr: 1.000e-02, eta: 7 days, 7:18:24, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 2.2756, top1_acc: 0.1484, top5_acc: 0.3648, loss_cls: 4.1593, loss: 6.4349, grad_norm: 7.2594 2021-07-02 22:57:18,358 - mmaction - INFO - Epoch [1][1520/3757] lr: 1.000e-02, eta: 7 days, 7:08:40, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 2.2882, top1_acc: 0.1586, top5_acc: 0.3586, loss_cls: 4.1729, loss: 6.4611, grad_norm: 7.2481 2021-07-02 22:57:39,117 - mmaction - INFO - Epoch [1][1540/3757] lr: 1.000e-02, eta: 7 days, 6:58:16, time: 1.039, data_time: 0.004, memory: 6921, loss_aux: 2.2880, top1_acc: 0.1484, top5_acc: 0.3695, loss_cls: 4.1570, loss: 6.4451, grad_norm: 7.1992 2021-07-02 22:58:00,745 - mmaction - INFO - Epoch [1][1560/3757] lr: 1.000e-02, eta: 7 days, 6:53:05, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 2.2472, top1_acc: 0.1602, top5_acc: 0.3734, loss_cls: 4.0573, loss: 6.3045, grad_norm: 7.1422 2021-07-02 22:58:22,773 - mmaction - INFO - Epoch [1][1580/3757] lr: 1.000e-02, eta: 7 days, 6:50:32, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 2.2734, top1_acc: 0.1453, top5_acc: 0.3617, loss_cls: 4.1608, loss: 6.4343, grad_norm: 7.3001 2021-07-02 22:58:43,723 - mmaction - INFO - Epoch [1][1600/3757] lr: 1.000e-02, eta: 7 days, 6:41:40, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 2.2561, top1_acc: 0.1508, top5_acc: 0.3531, loss_cls: 4.1542, loss: 6.4103, grad_norm: 7.2608 2021-07-02 22:59:04,610 - mmaction - INFO - Epoch [1][1620/3757] lr: 1.000e-02, eta: 7 days, 6:32:40, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 2.2759, top1_acc: 0.1414, top5_acc: 0.3445, loss_cls: 4.1752, loss: 6.4511, grad_norm: 7.2293 2021-07-02 22:59:25,655 - mmaction - INFO - Epoch [1][1640/3757] lr: 1.000e-02, eta: 7 days, 6:24:50, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 2.3065, top1_acc: 0.1320, top5_acc: 0.3523, loss_cls: 4.2760, loss: 6.5825, grad_norm: 7.3863 2021-07-02 22:59:46,877 - mmaction - INFO - Epoch [1][1660/3757] lr: 1.000e-02, eta: 7 days, 6:17:48, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 2.2374, top1_acc: 0.1609, top5_acc: 0.3789, loss_cls: 4.0821, loss: 6.3196, grad_norm: 7.2396 2021-07-02 23:00:07,927 - mmaction - INFO - Epoch [1][1680/3757] lr: 1.000e-02, eta: 7 days, 6:10:33, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 2.2678, top1_acc: 0.1516, top5_acc: 0.3594, loss_cls: 4.1195, loss: 6.3873, grad_norm: 7.1509 2021-07-02 23:00:29,711 - mmaction - INFO - Epoch [1][1700/3757] lr: 1.000e-02, eta: 7 days, 6:07:01, time: 1.087, data_time: 0.001, memory: 6921, loss_aux: 2.2794, top1_acc: 0.1477, top5_acc: 0.3625, loss_cls: 4.2016, loss: 6.4810, grad_norm: 7.2326 2021-07-02 23:00:51,571 - mmaction - INFO - Epoch [1][1720/3757] lr: 1.000e-02, eta: 7 days, 6:04:18, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 2.2493, top1_acc: 0.1555, top5_acc: 0.3578, loss_cls: 4.1423, loss: 6.3916, grad_norm: 7.1690 2021-07-02 23:01:12,896 - mmaction - INFO - Epoch [1][1740/3757] lr: 1.000e-02, eta: 7 days, 5:58:43, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 2.2604, top1_acc: 0.1547, top5_acc: 0.3648, loss_cls: 4.0980, loss: 6.3585, grad_norm: 7.1095 2021-07-02 23:01:33,752 - mmaction - INFO - Epoch [1][1760/3757] lr: 1.000e-02, eta: 7 days, 5:50:43, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 2.2322, top1_acc: 0.1625, top5_acc: 0.3812, loss_cls: 4.0770, loss: 6.3092, grad_norm: 7.2234 2021-07-02 23:01:54,950 - mmaction - INFO - Epoch [1][1780/3757] lr: 1.000e-02, eta: 7 days, 5:44:28, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 2.2558, top1_acc: 0.1445, top5_acc: 0.3555, loss_cls: 4.1612, loss: 6.4170, grad_norm: 7.2699 2021-07-02 23:02:16,942 - mmaction - INFO - Epoch [1][1800/3757] lr: 1.000e-02, eta: 7 days, 5:42:49, time: 1.101, data_time: 0.070, memory: 6921, loss_aux: 2.2610, top1_acc: 0.1500, top5_acc: 0.3477, loss_cls: 4.2207, loss: 6.4817, grad_norm: 7.3063 2021-07-02 23:02:38,147 - mmaction - INFO - Epoch [1][1820/3757] lr: 1.000e-02, eta: 7 days, 5:37:00, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 2.2295, top1_acc: 0.1656, top5_acc: 0.3805, loss_cls: 4.1051, loss: 6.3346, grad_norm: 7.2447 2021-07-02 23:02:59,912 - mmaction - INFO - Epoch [1][1840/3757] lr: 1.000e-02, eta: 7 days, 5:34:08, time: 1.088, data_time: 0.001, memory: 6921, loss_aux: 2.2589, top1_acc: 0.1437, top5_acc: 0.3797, loss_cls: 4.1226, loss: 6.3816, grad_norm: 7.0586 2021-07-02 23:03:21,590 - mmaction - INFO - Epoch [1][1860/3757] lr: 1.000e-02, eta: 7 days, 5:30:44, time: 1.082, data_time: 0.001, memory: 6921, loss_aux: 2.2180, top1_acc: 0.1695, top5_acc: 0.3906, loss_cls: 4.0315, loss: 6.2495, grad_norm: 7.1213 2021-07-02 23:03:43,586 - mmaction - INFO - Epoch [1][1880/3757] lr: 1.000e-02, eta: 7 days, 5:29:06, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 2.2112, top1_acc: 0.1531, top5_acc: 0.3797, loss_cls: 4.1129, loss: 6.3241, grad_norm: 7.1751 2021-07-02 23:04:04,557 - mmaction - INFO - Epoch [1][1900/3757] lr: 1.000e-02, eta: 7 days, 5:22:33, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 2.2262, top1_acc: 0.1531, top5_acc: 0.3695, loss_cls: 4.1037, loss: 6.3299, grad_norm: 7.1799 2021-07-02 23:04:25,429 - mmaction - INFO - Epoch [1][1920/3757] lr: 1.000e-02, eta: 7 days, 5:15:43, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 2.2686, top1_acc: 0.1523, top5_acc: 0.3633, loss_cls: 4.1220, loss: 6.3905, grad_norm: 7.1589 2021-07-02 23:04:47,593 - mmaction - INFO - Epoch [1][1940/3757] lr: 1.000e-02, eta: 7 days, 5:15:00, time: 1.107, data_time: 0.001, memory: 6921, loss_aux: 2.1920, top1_acc: 0.1914, top5_acc: 0.3969, loss_cls: 3.9925, loss: 6.1846, grad_norm: 7.1026 2021-07-02 23:05:09,167 - mmaction - INFO - Epoch [1][1960/3757] lr: 1.000e-02, eta: 7 days, 5:11:40, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 2.2294, top1_acc: 0.1609, top5_acc: 0.3859, loss_cls: 4.0977, loss: 6.3271, grad_norm: 7.3186 2021-07-02 23:05:30,180 - mmaction - INFO - Epoch [1][1980/3757] lr: 1.000e-02, eta: 7 days, 5:05:39, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 2.2425, top1_acc: 0.1477, top5_acc: 0.3680, loss_cls: 4.1083, loss: 6.3508, grad_norm: 7.1581 2021-07-02 23:05:51,148 - mmaction - INFO - Epoch [1][2000/3757] lr: 1.000e-02, eta: 7 days, 4:59:28, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 2.2520, top1_acc: 0.1727, top5_acc: 0.3758, loss_cls: 4.0892, loss: 6.3412, grad_norm: 7.2177 2021-07-02 23:06:12,237 - mmaction - INFO - Epoch [1][2020/3757] lr: 1.000e-02, eta: 7 days, 4:54:01, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 2.1987, top1_acc: 0.1609, top5_acc: 0.3875, loss_cls: 3.9962, loss: 6.1949, grad_norm: 7.1861 2021-07-02 23:06:34,237 - mmaction - INFO - Epoch [1][2040/3757] lr: 1.000e-02, eta: 7 days, 4:52:44, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 2.2412, top1_acc: 0.1602, top5_acc: 0.3852, loss_cls: 4.0319, loss: 6.2731, grad_norm: 7.2536 2021-07-02 23:06:55,288 - mmaction - INFO - Epoch [1][2060/3757] lr: 1.000e-02, eta: 7 days, 4:47:27, time: 1.054, data_time: 0.008, memory: 6921, loss_aux: 2.2198, top1_acc: 0.1664, top5_acc: 0.3812, loss_cls: 4.0923, loss: 6.3122, grad_norm: 7.2563 2021-07-02 23:07:17,233 - mmaction - INFO - Epoch [1][2080/3757] lr: 1.000e-02, eta: 7 days, 4:46:08, time: 1.097, data_time: 0.005, memory: 6921, loss_aux: 2.2069, top1_acc: 0.1711, top5_acc: 0.3945, loss_cls: 4.0023, loss: 6.2092, grad_norm: 7.2715 2021-07-02 23:07:38,210 - mmaction - INFO - Epoch [1][2100/3757] lr: 1.000e-02, eta: 7 days, 4:40:33, time: 1.049, data_time: 0.008, memory: 6921, loss_aux: 2.2064, top1_acc: 0.1680, top5_acc: 0.3844, loss_cls: 4.0414, loss: 6.2478, grad_norm: 7.3096 2021-07-02 23:07:59,791 - mmaction - INFO - Epoch [1][2120/3757] lr: 1.000e-02, eta: 7 days, 4:37:33, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 2.2022, top1_acc: 0.1625, top5_acc: 0.3875, loss_cls: 4.0537, loss: 6.2558, grad_norm: 7.2098 2021-07-02 23:08:22,635 - mmaction - INFO - Epoch [1][2140/3757] lr: 1.000e-02, eta: 7 days, 4:40:12, time: 1.142, data_time: 0.003, memory: 6921, loss_aux: 2.1833, top1_acc: 0.1789, top5_acc: 0.3984, loss_cls: 3.9497, loss: 6.1330, grad_norm: 7.4322 2021-07-02 23:08:43,529 - mmaction - INFO - Epoch [1][2160/3757] lr: 1.000e-02, eta: 7 days, 4:34:36, time: 1.047, data_time: 0.006, memory: 6921, loss_aux: 2.1958, top1_acc: 0.1875, top5_acc: 0.4148, loss_cls: 3.9705, loss: 6.1663, grad_norm: 7.3458 2021-07-02 23:09:04,655 - mmaction - INFO - Epoch [1][2180/3757] lr: 1.000e-02, eta: 7 days, 4:29:49, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 2.2161, top1_acc: 0.1609, top5_acc: 0.3820, loss_cls: 4.0625, loss: 6.2786, grad_norm: 7.1085 2021-07-02 23:09:25,924 - mmaction - INFO - Epoch [1][2200/3757] lr: 1.000e-02, eta: 7 days, 4:25:55, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 2.1984, top1_acc: 0.1641, top5_acc: 0.3922, loss_cls: 4.0520, loss: 6.2504, grad_norm: 7.1216 2021-07-02 23:09:47,740 - mmaction - INFO - Epoch [1][2220/3757] lr: 1.000e-02, eta: 7 days, 4:24:19, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 2.1517, top1_acc: 0.1734, top5_acc: 0.4047, loss_cls: 3.9374, loss: 6.0891, grad_norm: 7.0784 2021-07-02 23:10:08,750 - mmaction - INFO - Epoch [1][2240/3757] lr: 1.000e-02, eta: 7 days, 4:19:15, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 2.1786, top1_acc: 0.1734, top5_acc: 0.4195, loss_cls: 3.9812, loss: 6.1598, grad_norm: 7.1415 2021-07-02 23:10:29,907 - mmaction - INFO - Epoch [1][2260/3757] lr: 1.000e-02, eta: 7 days, 4:15:03, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 2.1901, top1_acc: 0.1602, top5_acc: 0.4039, loss_cls: 4.0347, loss: 6.2248, grad_norm: 7.2882 2021-07-02 23:10:50,746 - mmaction - INFO - Epoch [1][2280/3757] lr: 1.000e-02, eta: 7 days, 4:09:22, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 2.2108, top1_acc: 0.1773, top5_acc: 0.3797, loss_cls: 4.0646, loss: 6.2754, grad_norm: 7.3622 2021-07-02 23:11:11,913 - mmaction - INFO - Epoch [1][2300/3757] lr: 1.000e-02, eta: 7 days, 4:05:17, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 2.2046, top1_acc: 0.1711, top5_acc: 0.4117, loss_cls: 3.9924, loss: 6.1970, grad_norm: 7.2630 2021-07-02 23:11:33,986 - mmaction - INFO - Epoch [1][2320/3757] lr: 1.000e-02, eta: 7 days, 4:04:53, time: 1.103, data_time: 0.056, memory: 6921, loss_aux: 2.1847, top1_acc: 0.1758, top5_acc: 0.4031, loss_cls: 3.9639, loss: 6.1486, grad_norm: 7.2568 2021-07-02 23:11:55,041 - mmaction - INFO - Epoch [1][2340/3757] lr: 1.000e-02, eta: 7 days, 4:00:26, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 2.1792, top1_acc: 0.1711, top5_acc: 0.3891, loss_cls: 4.0102, loss: 6.1894, grad_norm: 7.1288 2021-07-02 23:12:15,987 - mmaction - INFO - Epoch [1][2360/3757] lr: 1.000e-02, eta: 7 days, 3:55:43, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 2.1820, top1_acc: 0.1602, top5_acc: 0.3961, loss_cls: 3.9856, loss: 6.1676, grad_norm: 7.2520 2021-07-02 23:12:37,093 - mmaction - INFO - Epoch [1][2380/3757] lr: 1.000e-02, eta: 7 days, 3:51:31, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 2.1824, top1_acc: 0.1867, top5_acc: 0.3969, loss_cls: 4.0066, loss: 6.1891, grad_norm: 7.0866 2021-07-02 23:12:58,576 - mmaction - INFO - Epoch [1][2400/3757] lr: 1.000e-02, eta: 7 days, 3:49:02, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 2.1516, top1_acc: 0.1852, top5_acc: 0.4258, loss_cls: 3.9169, loss: 6.0685, grad_norm: 7.1546 2021-07-02 23:13:20,804 - mmaction - INFO - Epoch [1][2420/3757] lr: 1.000e-02, eta: 7 days, 3:49:16, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 2.1695, top1_acc: 0.1836, top5_acc: 0.4031, loss_cls: 3.9461, loss: 6.1156, grad_norm: 6.9904 2021-07-02 23:13:42,303 - mmaction - INFO - Epoch [1][2440/3757] lr: 1.000e-02, eta: 7 days, 3:46:56, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 2.1722, top1_acc: 0.1750, top5_acc: 0.4031, loss_cls: 3.9596, loss: 6.1318, grad_norm: 7.3318 2021-07-02 23:14:03,125 - mmaction - INFO - Epoch [1][2460/3757] lr: 1.000e-02, eta: 7 days, 3:41:55, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 2.1858, top1_acc: 0.1766, top5_acc: 0.4008, loss_cls: 3.9799, loss: 6.1658, grad_norm: 7.1455 2021-07-02 23:14:24,122 - mmaction - INFO - Epoch [1][2480/3757] lr: 1.000e-02, eta: 7 days, 3:37:36, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 2.1562, top1_acc: 0.1656, top5_acc: 0.4031, loss_cls: 3.9265, loss: 6.0826, grad_norm: 7.2350 2021-07-02 23:14:45,323 - mmaction - INFO - Epoch [1][2500/3757] lr: 1.000e-02, eta: 7 days, 3:34:06, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 2.1826, top1_acc: 0.1766, top5_acc: 0.4062, loss_cls: 3.9929, loss: 6.1755, grad_norm: 7.2011 2021-07-02 23:15:06,387 - mmaction - INFO - Epoch [1][2520/3757] lr: 1.000e-02, eta: 7 days, 3:30:07, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 2.1519, top1_acc: 0.1695, top5_acc: 0.3945, loss_cls: 3.9748, loss: 6.1268, grad_norm: 7.1622 2021-07-02 23:15:27,454 - mmaction - INFO - Epoch [1][2540/3757] lr: 1.000e-02, eta: 7 days, 3:26:27, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 2.1561, top1_acc: 0.1945, top5_acc: 0.4211, loss_cls: 3.9184, loss: 6.0745, grad_norm: 7.1630 2021-07-02 23:15:48,883 - mmaction - INFO - Epoch [1][2560/3757] lr: 1.000e-02, eta: 7 days, 3:23:57, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 2.1336, top1_acc: 0.1797, top5_acc: 0.4078, loss_cls: 3.9187, loss: 6.0522, grad_norm: 7.1356 2021-07-02 23:16:10,364 - mmaction - INFO - Epoch [1][2580/3757] lr: 1.000e-02, eta: 7 days, 3:21:41, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 2.1313, top1_acc: 0.1789, top5_acc: 0.4117, loss_cls: 3.9324, loss: 6.0637, grad_norm: 7.2006 2021-07-02 23:16:31,284 - mmaction - INFO - Epoch [1][2600/3757] lr: 1.000e-02, eta: 7 days, 3:17:31, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 2.1696, top1_acc: 0.1828, top5_acc: 0.3922, loss_cls: 4.0074, loss: 6.1770, grad_norm: 7.1601 2021-07-02 23:16:52,805 - mmaction - INFO - Epoch [1][2620/3757] lr: 1.000e-02, eta: 7 days, 3:15:26, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 2.1652, top1_acc: 0.1734, top5_acc: 0.4180, loss_cls: 3.9315, loss: 6.0967, grad_norm: 7.2910 2021-07-02 23:17:14,525 - mmaction - INFO - Epoch [1][2640/3757] lr: 1.000e-02, eta: 7 days, 3:14:09, time: 1.086, data_time: 0.009, memory: 6921, loss_aux: 2.1960, top1_acc: 0.1734, top5_acc: 0.3969, loss_cls: 4.0379, loss: 6.2339, grad_norm: 7.3825 2021-07-02 23:17:36,611 - mmaction - INFO - Epoch [1][2660/3757] lr: 1.000e-02, eta: 7 days, 3:14:14, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 2.1679, top1_acc: 0.1820, top5_acc: 0.4094, loss_cls: 3.9553, loss: 6.1231, grad_norm: 7.2461 2021-07-02 23:17:57,589 - mmaction - INFO - Epoch [1][2680/3757] lr: 1.000e-02, eta: 7 days, 3:10:14, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 2.1531, top1_acc: 0.1820, top5_acc: 0.4102, loss_cls: 3.9385, loss: 6.0916, grad_norm: 7.0775 2021-07-02 23:18:18,436 - mmaction - INFO - Epoch [1][2700/3757] lr: 1.000e-02, eta: 7 days, 3:05:56, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 2.1375, top1_acc: 0.2000, top5_acc: 0.4305, loss_cls: 3.8737, loss: 6.0112, grad_norm: 7.1718 2021-07-02 23:18:40,081 - mmaction - INFO - Epoch [1][2720/3757] lr: 1.000e-02, eta: 7 days, 3:04:32, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 2.1635, top1_acc: 0.1812, top5_acc: 0.3977, loss_cls: 3.9226, loss: 6.0861, grad_norm: 7.2629 2021-07-02 23:19:00,947 - mmaction - INFO - Epoch [1][2740/3757] lr: 1.000e-02, eta: 7 days, 3:00:23, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 2.1284, top1_acc: 0.2141, top5_acc: 0.4344, loss_cls: 3.8281, loss: 5.9565, grad_norm: 7.2654 2021-07-02 23:19:21,959 - mmaction - INFO - Epoch [1][2760/3757] lr: 1.000e-02, eta: 7 days, 2:56:52, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 2.1374, top1_acc: 0.1836, top5_acc: 0.4055, loss_cls: 3.9182, loss: 6.0555, grad_norm: 7.2112 2021-07-02 23:19:43,564 - mmaction - INFO - Epoch [1][2780/3757] lr: 1.000e-02, eta: 7 days, 2:55:19, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 2.1517, top1_acc: 0.1898, top5_acc: 0.4266, loss_cls: 3.9086, loss: 6.0603, grad_norm: 7.2210 2021-07-02 23:20:04,810 - mmaction - INFO - Epoch [1][2800/3757] lr: 1.000e-02, eta: 7 days, 2:52:39, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 2.1896, top1_acc: 0.1828, top5_acc: 0.4000, loss_cls: 4.0004, loss: 6.1900, grad_norm: 7.2756 2021-07-02 23:20:26,629 - mmaction - INFO - Epoch [1][2820/3757] lr: 1.000e-02, eta: 7 days, 2:51:50, time: 1.090, data_time: 0.066, memory: 6921, loss_aux: 2.1555, top1_acc: 0.1633, top5_acc: 0.4047, loss_cls: 3.9714, loss: 6.1269, grad_norm: 7.0232 2021-07-02 23:20:47,961 - mmaction - INFO - Epoch [1][2840/3757] lr: 1.000e-02, eta: 7 days, 2:49:32, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 2.1007, top1_acc: 0.2039, top5_acc: 0.4367, loss_cls: 3.8247, loss: 5.9255, grad_norm: 7.0669 2021-07-02 23:21:08,928 - mmaction - INFO - Epoch [1][2860/3757] lr: 1.000e-02, eta: 7 days, 2:46:04, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 2.1681, top1_acc: 0.1922, top5_acc: 0.4055, loss_cls: 3.9231, loss: 6.0913, grad_norm: 7.1982 2021-07-02 23:21:31,513 - mmaction - INFO - Epoch [1][2880/3757] lr: 1.000e-02, eta: 7 days, 2:47:49, time: 1.129, data_time: 0.027, memory: 6921, loss_aux: 2.0986, top1_acc: 0.1977, top5_acc: 0.4289, loss_cls: 3.8092, loss: 5.9078, grad_norm: 7.0073 2021-07-02 23:21:52,340 - mmaction - INFO - Epoch [1][2900/3757] lr: 1.000e-02, eta: 7 days, 2:43:49, time: 1.040, data_time: 0.001, memory: 6921, loss_aux: 2.1454, top1_acc: 0.1875, top5_acc: 0.4156, loss_cls: 3.9325, loss: 6.0779, grad_norm: 7.3430 2021-07-02 23:22:13,247 - mmaction - INFO - Epoch [1][2920/3757] lr: 1.000e-02, eta: 7 days, 2:40:13, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 2.1473, top1_acc: 0.1906, top5_acc: 0.4211, loss_cls: 3.8946, loss: 6.0419, grad_norm: 7.3329 2021-07-02 23:22:35,462 - mmaction - INFO - Epoch [1][2940/3757] lr: 1.000e-02, eta: 7 days, 2:40:45, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 2.1219, top1_acc: 0.2039, top5_acc: 0.4297, loss_cls: 3.8033, loss: 5.9252, grad_norm: 7.2453 2021-07-02 23:22:57,043 - mmaction - INFO - Epoch [1][2960/3757] lr: 1.000e-02, eta: 7 days, 2:39:16, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 2.1350, top1_acc: 0.1805, top5_acc: 0.3992, loss_cls: 3.9053, loss: 6.0403, grad_norm: 7.2305 2021-07-02 23:23:18,172 - mmaction - INFO - Epoch [1][2980/3757] lr: 1.000e-02, eta: 7 days, 2:36:28, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 2.1859, top1_acc: 0.1844, top5_acc: 0.4070, loss_cls: 3.9670, loss: 6.1529, grad_norm: 7.1789 2021-07-02 23:23:39,230 - mmaction - INFO - Epoch [1][3000/3757] lr: 1.000e-02, eta: 7 days, 2:33:29, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 2.1351, top1_acc: 0.2016, top5_acc: 0.4250, loss_cls: 3.9140, loss: 6.0491, grad_norm: 7.1731 2021-07-02 23:24:01,725 - mmaction - INFO - Epoch [1][3020/3757] lr: 1.000e-02, eta: 7 days, 2:34:57, time: 1.125, data_time: 0.002, memory: 6921, loss_aux: 2.1476, top1_acc: 0.1867, top5_acc: 0.4047, loss_cls: 3.8972, loss: 6.0448, grad_norm: 7.1098 2021-07-02 23:24:22,700 - mmaction - INFO - Epoch [1][3040/3757] lr: 1.000e-02, eta: 7 days, 2:31:44, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 2.1337, top1_acc: 0.1883, top5_acc: 0.4086, loss_cls: 3.9287, loss: 6.0624, grad_norm: 7.2357 2021-07-02 23:24:43,959 - mmaction - INFO - Epoch [1][3060/3757] lr: 1.000e-02, eta: 7 days, 2:29:19, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 2.1334, top1_acc: 0.1875, top5_acc: 0.4289, loss_cls: 3.9083, loss: 6.0416, grad_norm: 7.1633 2021-07-02 23:25:04,864 - mmaction - INFO - Epoch [1][3080/3757] lr: 1.000e-02, eta: 7 days, 2:25:52, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 2.1254, top1_acc: 0.1727, top5_acc: 0.4102, loss_cls: 3.9114, loss: 6.0368, grad_norm: 7.1758 2021-07-02 23:25:26,910 - mmaction - INFO - Epoch [1][3100/3757] lr: 1.000e-02, eta: 7 days, 2:25:58, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 2.1219, top1_acc: 0.1875, top5_acc: 0.4344, loss_cls: 3.8863, loss: 6.0082, grad_norm: 7.2636 2021-07-02 23:25:48,020 - mmaction - INFO - Epoch [1][3120/3757] lr: 1.000e-02, eta: 7 days, 2:23:22, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 2.1140, top1_acc: 0.2000, top5_acc: 0.4430, loss_cls: 3.8484, loss: 5.9624, grad_norm: 7.2617 2021-07-02 23:26:08,953 - mmaction - INFO - Epoch [1][3140/3757] lr: 1.000e-02, eta: 7 days, 2:20:02, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 2.1054, top1_acc: 0.1727, top5_acc: 0.4398, loss_cls: 3.8463, loss: 5.9518, grad_norm: 7.2517 2021-07-02 23:26:31,222 - mmaction - INFO - Epoch [1][3160/3757] lr: 1.000e-02, eta: 7 days, 2:20:54, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 2.0806, top1_acc: 0.2062, top5_acc: 0.4586, loss_cls: 3.7481, loss: 5.8287, grad_norm: 7.0993 2021-07-02 23:26:52,281 - mmaction - INFO - Epoch [1][3180/3757] lr: 1.000e-02, eta: 7 days, 2:18:04, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 2.0835, top1_acc: 0.2031, top5_acc: 0.4445, loss_cls: 3.7446, loss: 5.8281, grad_norm: 7.3139 2021-07-02 23:27:14,054 - mmaction - INFO - Epoch [1][3200/3757] lr: 1.000e-02, eta: 7 days, 2:17:27, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 2.1154, top1_acc: 0.1961, top5_acc: 0.4203, loss_cls: 3.8713, loss: 5.9866, grad_norm: 7.1636 2021-07-02 23:27:35,598 - mmaction - INFO - Epoch [1][3220/3757] lr: 1.000e-02, eta: 7 days, 2:16:04, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 2.1105, top1_acc: 0.2086, top5_acc: 0.4289, loss_cls: 3.8148, loss: 5.9253, grad_norm: 7.2335 2021-07-02 23:27:57,307 - mmaction - INFO - Epoch [1][3240/3757] lr: 1.000e-02, eta: 7 days, 2:15:10, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 2.1429, top1_acc: 0.1930, top5_acc: 0.4203, loss_cls: 3.9124, loss: 6.0553, grad_norm: 7.3669 2021-07-02 23:28:17,905 - mmaction - INFO - Epoch [1][3260/3757] lr: 1.000e-02, eta: 7 days, 2:11:11, time: 1.031, data_time: 0.004, memory: 6921, loss_aux: 2.1270, top1_acc: 0.1852, top5_acc: 0.4117, loss_cls: 3.8925, loss: 6.0195, grad_norm: 7.1125 2021-07-02 23:28:38,865 - mmaction - INFO - Epoch [1][3280/3757] lr: 1.000e-02, eta: 7 days, 2:08:13, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 2.1267, top1_acc: 0.1922, top5_acc: 0.4172, loss_cls: 3.8842, loss: 6.0109, grad_norm: 7.0634 2021-07-02 23:29:00,681 - mmaction - INFO - Epoch [1][3300/3757] lr: 1.000e-02, eta: 7 days, 2:07:44, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 2.0963, top1_acc: 0.1945, top5_acc: 0.4320, loss_cls: 3.8826, loss: 5.9790, grad_norm: 7.1991 2021-07-02 23:29:22,375 - mmaction - INFO - Epoch [1][3320/3757] lr: 1.000e-02, eta: 7 days, 2:06:56, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 2.0751, top1_acc: 0.1984, top5_acc: 0.4391, loss_cls: 3.8055, loss: 5.8806, grad_norm: 7.1562 2021-07-02 23:29:43,111 - mmaction - INFO - Epoch [1][3340/3757] lr: 1.000e-02, eta: 7 days, 2:03:20, time: 1.035, data_time: 0.001, memory: 6921, loss_aux: 2.0794, top1_acc: 0.2211, top5_acc: 0.4516, loss_cls: 3.7558, loss: 5.8352, grad_norm: 6.9789 2021-07-02 23:30:04,424 - mmaction - INFO - Epoch [1][3360/3757] lr: 1.000e-02, eta: 7 days, 2:01:33, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 2.1044, top1_acc: 0.2172, top5_acc: 0.4578, loss_cls: 3.7419, loss: 5.8463, grad_norm: 7.0554 2021-07-02 23:30:25,988 - mmaction - INFO - Epoch [1][3380/3757] lr: 1.000e-02, eta: 7 days, 2:00:22, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 2.0702, top1_acc: 0.2211, top5_acc: 0.4344, loss_cls: 3.7545, loss: 5.8247, grad_norm: 7.1681 2021-07-02 23:30:46,617 - mmaction - INFO - Epoch [1][3400/3757] lr: 1.000e-02, eta: 7 days, 1:56:40, time: 1.032, data_time: 0.003, memory: 6921, loss_aux: 2.1045, top1_acc: 0.2055, top5_acc: 0.4305, loss_cls: 3.8685, loss: 5.9730, grad_norm: 7.0776 2021-07-02 23:31:08,499 - mmaction - INFO - Epoch [1][3420/3757] lr: 1.000e-02, eta: 7 days, 1:56:20, time: 1.093, data_time: 0.040, memory: 6921, loss_aux: 2.0849, top1_acc: 0.2156, top5_acc: 0.4219, loss_cls: 3.7886, loss: 5.8735, grad_norm: 7.1751 2021-07-02 23:31:30,545 - mmaction - INFO - Epoch [1][3440/3757] lr: 1.000e-02, eta: 7 days, 1:56:35, time: 1.103, data_time: 0.057, memory: 6921, loss_aux: 2.1031, top1_acc: 0.2047, top5_acc: 0.4352, loss_cls: 3.7889, loss: 5.8921, grad_norm: 7.2495 2021-07-02 23:31:51,311 - mmaction - INFO - Epoch [1][3460/3757] lr: 1.000e-02, eta: 7 days, 1:53:15, time: 1.037, data_time: 0.003, memory: 6921, loss_aux: 2.1158, top1_acc: 0.2055, top5_acc: 0.4211, loss_cls: 3.8953, loss: 6.0111, grad_norm: 7.0721 2021-07-02 23:32:12,080 - mmaction - INFO - Epoch [1][3480/3757] lr: 1.000e-02, eta: 7 days, 1:49:58, time: 1.038, data_time: 0.003, memory: 6921, loss_aux: 2.0482, top1_acc: 0.2258, top5_acc: 0.4633, loss_cls: 3.7188, loss: 5.7669, grad_norm: 7.2881 2021-07-02 23:32:33,755 - mmaction - INFO - Epoch [1][3500/3757] lr: 1.000e-02, eta: 7 days, 1:49:10, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 2.0831, top1_acc: 0.2227, top5_acc: 0.4406, loss_cls: 3.7733, loss: 5.8564, grad_norm: 7.4414 2021-07-02 23:32:54,836 - mmaction - INFO - Epoch [1][3520/3757] lr: 1.000e-02, eta: 7 days, 1:46:52, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 2.1032, top1_acc: 0.1969, top5_acc: 0.4117, loss_cls: 3.8206, loss: 5.9238, grad_norm: 7.1993 2021-07-02 23:33:16,664 - mmaction - INFO - Epoch [1][3540/3757] lr: 1.000e-02, eta: 7 days, 1:46:29, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 2.0965, top1_acc: 0.2094, top5_acc: 0.4266, loss_cls: 3.8053, loss: 5.9018, grad_norm: 7.1917 2021-07-02 23:33:37,941 - mmaction - INFO - Epoch [1][3560/3757] lr: 1.000e-02, eta: 7 days, 1:44:37, time: 1.063, data_time: 0.007, memory: 6921, loss_aux: 2.1253, top1_acc: 0.1867, top5_acc: 0.4156, loss_cls: 3.8895, loss: 6.0148, grad_norm: 7.2263 2021-07-02 23:33:59,591 - mmaction - INFO - Epoch [1][3580/3757] lr: 1.000e-02, eta: 7 days, 1:43:50, time: 1.083, data_time: 0.045, memory: 6921, loss_aux: 2.0819, top1_acc: 0.1969, top5_acc: 0.4383, loss_cls: 3.8224, loss: 5.9043, grad_norm: 7.1106 2021-07-02 23:34:20,714 - mmaction - INFO - Epoch [1][3600/3757] lr: 1.000e-02, eta: 7 days, 1:41:44, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 2.0493, top1_acc: 0.2266, top5_acc: 0.4625, loss_cls: 3.6346, loss: 5.6839, grad_norm: 7.1663 2021-07-02 23:34:42,540 - mmaction - INFO - Epoch [1][3620/3757] lr: 1.000e-02, eta: 7 days, 1:41:22, time: 1.091, data_time: 0.001, memory: 6921, loss_aux: 2.0760, top1_acc: 0.2133, top5_acc: 0.4469, loss_cls: 3.7712, loss: 5.8472, grad_norm: 7.4246 2021-07-02 23:35:03,473 - mmaction - INFO - Epoch [1][3640/3757] lr: 1.000e-02, eta: 7 days, 1:38:42, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 2.0736, top1_acc: 0.1977, top5_acc: 0.4523, loss_cls: 3.7905, loss: 5.8640, grad_norm: 7.2916 2021-07-02 23:35:24,392 - mmaction - INFO - Epoch [1][3660/3757] lr: 1.000e-02, eta: 7 days, 1:36:04, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 2.0972, top1_acc: 0.2070, top5_acc: 0.4273, loss_cls: 3.8263, loss: 5.9236, grad_norm: 7.1477 2021-07-02 23:35:45,581 - mmaction - INFO - Epoch [1][3680/3757] lr: 1.000e-02, eta: 7 days, 1:34:07, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 2.0802, top1_acc: 0.2195, top5_acc: 0.4453, loss_cls: 3.7987, loss: 5.8789, grad_norm: 7.0987 2021-07-02 23:36:08,281 - mmaction - INFO - Epoch [1][3700/3757] lr: 1.000e-02, eta: 7 days, 1:36:01, time: 1.135, data_time: 0.002, memory: 6921, loss_aux: 2.1077, top1_acc: 0.2039, top5_acc: 0.4164, loss_cls: 3.8616, loss: 5.9693, grad_norm: 7.2565 2021-07-02 23:36:29,549 - mmaction - INFO - Epoch [1][3720/3757] lr: 1.000e-02, eta: 7 days, 1:34:18, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 2.0735, top1_acc: 0.2055, top5_acc: 0.4469, loss_cls: 3.7982, loss: 5.8717, grad_norm: 7.1522 2021-07-02 23:36:50,682 - mmaction - INFO - Epoch [1][3740/3757] lr: 1.000e-02, eta: 7 days, 1:32:13, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 2.1225, top1_acc: 0.2008, top5_acc: 0.4156, loss_cls: 3.8615, loss: 5.9840, grad_norm: 7.3360 2021-07-02 23:37:08,885 - mmaction - INFO - Saving checkpoint at 1 epochs 2021-07-02 23:38:12,118 - mmaction - INFO - Epoch [2][20/3757] lr: 1.000e-02, eta: 7 days, 2:24:08, time: 3.081, data_time: 1.950, memory: 6921, loss_aux: 2.0418, top1_acc: 0.2156, top5_acc: 0.4492, loss_cls: 3.7153, loss: 5.7570, grad_norm: 7.2736 2021-07-02 23:38:33,878 - mmaction - INFO - Epoch [2][40/3757] lr: 1.000e-02, eta: 7 days, 2:23:22, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 2.0825, top1_acc: 0.2094, top5_acc: 0.4398, loss_cls: 3.8076, loss: 5.8901, grad_norm: 7.3958 2021-07-02 23:38:55,028 - mmaction - INFO - Epoch [2][60/3757] lr: 1.000e-02, eta: 7 days, 2:21:10, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 2.0543, top1_acc: 0.2266, top5_acc: 0.4461, loss_cls: 3.7381, loss: 5.7925, grad_norm: 7.0448 2021-07-02 23:39:16,507 - mmaction - INFO - Epoch [2][80/3757] lr: 1.000e-02, eta: 7 days, 2:19:48, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 2.0731, top1_acc: 0.2211, top5_acc: 0.4727, loss_cls: 3.7289, loss: 5.8019, grad_norm: 7.2417 2021-07-02 23:39:38,193 - mmaction - INFO - Epoch [2][100/3757] lr: 1.000e-02, eta: 7 days, 2:18:53, time: 1.084, data_time: 0.047, memory: 6921, loss_aux: 2.0488, top1_acc: 0.2141, top5_acc: 0.4570, loss_cls: 3.7154, loss: 5.7642, grad_norm: 7.1015 2021-07-02 23:39:59,642 - mmaction - INFO - Epoch [2][120/3757] lr: 1.000e-02, eta: 7 days, 2:17:25, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 2.0475, top1_acc: 0.2086, top5_acc: 0.4461, loss_cls: 3.7436, loss: 5.7910, grad_norm: 6.9670 2021-07-02 23:40:21,337 - mmaction - INFO - Epoch [2][140/3757] lr: 1.000e-02, eta: 7 days, 2:16:27, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 2.0446, top1_acc: 0.2117, top5_acc: 0.4445, loss_cls: 3.7229, loss: 5.7675, grad_norm: 7.1119 2021-07-02 23:40:43,624 - mmaction - INFO - Epoch [2][160/3757] lr: 1.000e-02, eta: 7 days, 2:17:04, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 2.0388, top1_acc: 0.2281, top5_acc: 0.4797, loss_cls: 3.6765, loss: 5.7153, grad_norm: 7.2656 2021-07-02 23:41:04,336 - mmaction - INFO - Epoch [2][180/3757] lr: 1.000e-02, eta: 7 days, 2:13:47, time: 1.034, data_time: 0.003, memory: 6921, loss_aux: 2.0694, top1_acc: 0.2062, top5_acc: 0.4547, loss_cls: 3.7352, loss: 5.8046, grad_norm: 7.2212 2021-07-02 23:41:26,293 - mmaction - INFO - Epoch [2][200/3757] lr: 1.000e-02, eta: 7 days, 2:13:39, time: 1.100, data_time: 0.051, memory: 6921, loss_aux: 2.0471, top1_acc: 0.2102, top5_acc: 0.4688, loss_cls: 3.7018, loss: 5.7489, grad_norm: 7.1506 2021-07-02 23:41:47,785 - mmaction - INFO - Epoch [2][220/3757] lr: 1.000e-02, eta: 7 days, 2:12:17, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 2.0484, top1_acc: 0.2070, top5_acc: 0.4547, loss_cls: 3.6941, loss: 5.7424, grad_norm: 7.2309 2021-07-02 23:42:08,968 - mmaction - INFO - Epoch [2][240/3757] lr: 1.000e-02, eta: 7 days, 2:10:10, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 2.0364, top1_acc: 0.2313, top5_acc: 0.4633, loss_cls: 3.6627, loss: 5.6991, grad_norm: 7.1234 2021-07-02 23:42:29,876 - mmaction - INFO - Epoch [2][260/3757] lr: 1.000e-02, eta: 7 days, 2:07:34, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 2.0447, top1_acc: 0.2078, top5_acc: 0.4648, loss_cls: 3.6841, loss: 5.7288, grad_norm: 7.2679 2021-07-02 23:42:50,875 - mmaction - INFO - Epoch [2][280/3757] lr: 1.000e-02, eta: 7 days, 2:05:11, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 2.0658, top1_acc: 0.2266, top5_acc: 0.4344, loss_cls: 3.7530, loss: 5.8187, grad_norm: 7.2161 2021-07-02 23:43:11,938 - mmaction - INFO - Epoch [2][300/3757] lr: 1.000e-02, eta: 7 days, 2:02:55, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 2.0677, top1_acc: 0.2078, top5_acc: 0.4547, loss_cls: 3.7590, loss: 5.8268, grad_norm: 7.2488 2021-07-02 23:43:34,061 - mmaction - INFO - Epoch [2][320/3757] lr: 1.000e-02, eta: 7 days, 2:03:05, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 2.0241, top1_acc: 0.2219, top5_acc: 0.4758, loss_cls: 3.6327, loss: 5.6568, grad_norm: 6.9422 2021-07-02 23:43:54,971 - mmaction - INFO - Epoch [2][340/3757] lr: 1.000e-02, eta: 7 days, 2:00:27, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 2.0444, top1_acc: 0.2195, top5_acc: 0.4531, loss_cls: 3.7264, loss: 5.7708, grad_norm: 7.2621 2021-07-02 23:44:16,585 - mmaction - INFO - Epoch [2][360/3757] lr: 1.000e-02, eta: 7 days, 1:59:31, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 2.0535, top1_acc: 0.2125, top5_acc: 0.4562, loss_cls: 3.7098, loss: 5.7632, grad_norm: 7.0124 2021-07-02 23:44:37,800 - mmaction - INFO - Epoch [2][380/3757] lr: 1.000e-02, eta: 7 days, 1:57:41, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 2.0222, top1_acc: 0.2305, top5_acc: 0.4758, loss_cls: 3.6643, loss: 5.6864, grad_norm: 7.2469 2021-07-02 23:44:59,512 - mmaction - INFO - Epoch [2][400/3757] lr: 1.000e-02, eta: 7 days, 1:56:59, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 2.0531, top1_acc: 0.2281, top5_acc: 0.4492, loss_cls: 3.7216, loss: 5.7747, grad_norm: 7.1251 2021-07-02 23:45:20,613 - mmaction - INFO - Epoch [2][420/3757] lr: 1.000e-02, eta: 7 days, 1:54:50, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 2.0701, top1_acc: 0.2203, top5_acc: 0.4422, loss_cls: 3.7819, loss: 5.8520, grad_norm: 7.0221 2021-07-02 23:45:41,928 - mmaction - INFO - Epoch [2][440/3757] lr: 1.000e-02, eta: 7 days, 1:53:14, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 2.0790, top1_acc: 0.2195, top5_acc: 0.4273, loss_cls: 3.7912, loss: 5.8702, grad_norm: 7.2210 2021-07-02 23:46:03,699 - mmaction - INFO - Epoch [2][460/3757] lr: 1.000e-02, eta: 7 days, 1:52:42, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 2.0778, top1_acc: 0.2055, top5_acc: 0.4430, loss_cls: 3.7732, loss: 5.8510, grad_norm: 7.1647 2021-07-02 23:46:24,488 - mmaction - INFO - Epoch [2][480/3757] lr: 1.000e-02, eta: 7 days, 1:49:55, time: 1.039, data_time: 0.004, memory: 6921, loss_aux: 2.0325, top1_acc: 0.2383, top5_acc: 0.4570, loss_cls: 3.6559, loss: 5.6884, grad_norm: 7.1540 2021-07-02 23:46:45,421 - mmaction - INFO - Epoch [2][500/3757] lr: 1.000e-02, eta: 7 days, 1:47:28, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 2.0259, top1_acc: 0.2211, top5_acc: 0.4500, loss_cls: 3.6774, loss: 5.7033, grad_norm: 7.2219 2021-07-02 23:47:07,837 - mmaction - INFO - Epoch [2][520/3757] lr: 1.000e-02, eta: 7 days, 1:48:23, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 2.0480, top1_acc: 0.2117, top5_acc: 0.4523, loss_cls: 3.7048, loss: 5.7528, grad_norm: 7.1070 2021-07-02 23:47:29,056 - mmaction - INFO - Epoch [2][540/3757] lr: 1.000e-02, eta: 7 days, 1:46:37, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.9773, top1_acc: 0.2180, top5_acc: 0.4844, loss_cls: 3.5896, loss: 5.5669, grad_norm: 7.2474 2021-07-02 23:47:50,087 - mmaction - INFO - Epoch [2][560/3757] lr: 1.000e-02, eta: 7 days, 1:44:26, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 2.0037, top1_acc: 0.2383, top5_acc: 0.4703, loss_cls: 3.6296, loss: 5.6334, grad_norm: 6.9965 2021-07-02 23:48:11,102 - mmaction - INFO - Epoch [2][580/3757] lr: 1.000e-02, eta: 7 days, 1:42:16, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.9982, top1_acc: 0.2273, top5_acc: 0.4789, loss_cls: 3.6457, loss: 5.6439, grad_norm: 7.3312 2021-07-02 23:48:32,586 - mmaction - INFO - Epoch [2][600/3757] lr: 1.000e-02, eta: 7 days, 1:41:07, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 2.0440, top1_acc: 0.2219, top5_acc: 0.4680, loss_cls: 3.6799, loss: 5.7239, grad_norm: 7.1813 2021-07-02 23:48:54,322 - mmaction - INFO - Epoch [2][620/3757] lr: 1.000e-02, eta: 7 days, 1:40:33, time: 1.088, data_time: 0.006, memory: 6921, loss_aux: 2.0279, top1_acc: 0.2219, top5_acc: 0.4602, loss_cls: 3.6767, loss: 5.7046, grad_norm: 7.0630 2021-07-02 23:49:15,311 - mmaction - INFO - Epoch [2][640/3757] lr: 1.000e-02, eta: 7 days, 1:38:25, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 2.0633, top1_acc: 0.2195, top5_acc: 0.4531, loss_cls: 3.6893, loss: 5.7526, grad_norm: 7.2065 2021-07-02 23:49:36,306 - mmaction - INFO - Epoch [2][660/3757] lr: 1.000e-02, eta: 7 days, 1:36:16, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 2.0328, top1_acc: 0.2328, top5_acc: 0.4539, loss_cls: 3.6722, loss: 5.7051, grad_norm: 7.2236 2021-07-02 23:49:57,320 - mmaction - INFO - Epoch [2][680/3757] lr: 1.000e-02, eta: 7 days, 1:34:08, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 2.0410, top1_acc: 0.2070, top5_acc: 0.4641, loss_cls: 3.7376, loss: 5.7786, grad_norm: 7.1922 2021-07-02 23:50:19,126 - mmaction - INFO - Epoch [2][700/3757] lr: 1.000e-02, eta: 7 days, 1:33:40, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 2.0144, top1_acc: 0.2570, top5_acc: 0.4836, loss_cls: 3.6097, loss: 5.6240, grad_norm: 6.9992 2021-07-02 23:50:40,152 - mmaction - INFO - Epoch [2][720/3757] lr: 1.000e-02, eta: 7 days, 1:31:32, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 2.0469, top1_acc: 0.2281, top5_acc: 0.4797, loss_cls: 3.6863, loss: 5.7332, grad_norm: 7.1487 2021-07-02 23:51:01,451 - mmaction - INFO - Epoch [2][740/3757] lr: 1.000e-02, eta: 7 days, 1:30:10, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 2.0538, top1_acc: 0.2289, top5_acc: 0.4625, loss_cls: 3.7168, loss: 5.7706, grad_norm: 7.0401 2021-07-02 23:51:22,366 - mmaction - INFO - Epoch [2][760/3757] lr: 1.000e-02, eta: 7 days, 1:27:54, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 2.0199, top1_acc: 0.2172, top5_acc: 0.4477, loss_cls: 3.7006, loss: 5.7205, grad_norm: 7.0244 2021-07-02 23:51:43,933 - mmaction - INFO - Epoch [2][780/3757] lr: 1.000e-02, eta: 7 days, 1:27:01, time: 1.079, data_time: 0.035, memory: 6921, loss_aux: 2.0013, top1_acc: 0.2297, top5_acc: 0.4656, loss_cls: 3.6538, loss: 5.6551, grad_norm: 7.0450 2021-07-02 23:52:05,021 - mmaction - INFO - Epoch [2][800/3757] lr: 1.000e-02, eta: 7 days, 1:25:07, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.9940, top1_acc: 0.2328, top5_acc: 0.4984, loss_cls: 3.6035, loss: 5.5975, grad_norm: 7.1894 2021-07-02 23:52:25,987 - mmaction - INFO - Epoch [2][820/3757] lr: 1.000e-02, eta: 7 days, 1:23:03, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 2.0051, top1_acc: 0.2188, top5_acc: 0.4680, loss_cls: 3.6304, loss: 5.6355, grad_norm: 7.1723 2021-07-02 23:52:47,133 - mmaction - INFO - Epoch [2][840/3757] lr: 1.000e-02, eta: 7 days, 1:21:18, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 2.0184, top1_acc: 0.2195, top5_acc: 0.4664, loss_cls: 3.6632, loss: 5.6816, grad_norm: 7.2967 2021-07-02 23:53:08,359 - mmaction - INFO - Epoch [2][860/3757] lr: 1.000e-02, eta: 7 days, 1:19:42, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 2.0192, top1_acc: 0.2359, top5_acc: 0.4789, loss_cls: 3.6307, loss: 5.6499, grad_norm: 7.0476 2021-07-02 23:53:29,532 - mmaction - INFO - Epoch [2][880/3757] lr: 1.000e-02, eta: 7 days, 1:17:58, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 2.0402, top1_acc: 0.2344, top5_acc: 0.4641, loss_cls: 3.7002, loss: 5.7404, grad_norm: 7.1542 2021-07-02 23:53:50,188 - mmaction - INFO - Epoch [2][900/3757] lr: 1.000e-02, eta: 7 days, 1:15:27, time: 1.037, data_time: 0.006, memory: 6921, loss_aux: 2.0022, top1_acc: 0.2305, top5_acc: 0.4750, loss_cls: 3.6187, loss: 5.6209, grad_norm: 7.0697 2021-07-02 23:54:12,625 - mmaction - INFO - Epoch [2][920/3757] lr: 1.000e-02, eta: 7 days, 1:16:18, time: 1.121, data_time: 0.002, memory: 6921, loss_aux: 1.9918, top1_acc: 0.2344, top5_acc: 0.4844, loss_cls: 3.6047, loss: 5.5965, grad_norm: 6.9456 2021-07-02 23:54:33,864 - mmaction - INFO - Epoch [2][940/3757] lr: 1.000e-02, eta: 7 days, 1:14:48, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.9979, top1_acc: 0.2289, top5_acc: 0.4977, loss_cls: 3.5998, loss: 5.5977, grad_norm: 7.1136 2021-07-02 23:54:55,573 - mmaction - INFO - Epoch [2][960/3757] lr: 1.000e-02, eta: 7 days, 1:14:16, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 2.0131, top1_acc: 0.2227, top5_acc: 0.4727, loss_cls: 3.6120, loss: 5.6251, grad_norm: 7.1525 2021-07-02 23:55:16,537 - mmaction - INFO - Epoch [2][980/3757] lr: 1.000e-02, eta: 7 days, 1:12:15, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 2.0170, top1_acc: 0.2344, top5_acc: 0.4742, loss_cls: 3.6931, loss: 5.7100, grad_norm: 7.2889 2021-07-02 23:55:37,590 - mmaction - INFO - Epoch [2][1000/3757] lr: 1.000e-02, eta: 7 days, 1:10:22, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.9751, top1_acc: 0.2391, top5_acc: 0.4914, loss_cls: 3.5395, loss: 5.5146, grad_norm: 6.9803 2021-07-02 23:55:59,581 - mmaction - INFO - Epoch [2][1020/3757] lr: 1.000e-02, eta: 7 days, 1:10:27, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 2.0243, top1_acc: 0.2320, top5_acc: 0.4648, loss_cls: 3.6786, loss: 5.7029, grad_norm: 7.1332 2021-07-02 23:56:20,325 - mmaction - INFO - Epoch [2][1040/3757] lr: 1.000e-02, eta: 7 days, 1:08:03, time: 1.038, data_time: 0.004, memory: 6921, loss_aux: 2.0577, top1_acc: 0.2234, top5_acc: 0.4719, loss_cls: 3.6752, loss: 5.7329, grad_norm: 7.1935 2021-07-02 23:56:41,727 - mmaction - INFO - Epoch [2][1060/3757] lr: 1.000e-02, eta: 7 days, 1:06:53, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 2.0326, top1_acc: 0.2211, top5_acc: 0.4398, loss_cls: 3.7305, loss: 5.7631, grad_norm: 7.1772 2021-07-02 23:57:02,705 - mmaction - INFO - Epoch [2][1080/3757] lr: 1.000e-02, eta: 7 days, 1:05:02, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 2.0443, top1_acc: 0.2266, top5_acc: 0.4750, loss_cls: 3.6228, loss: 5.6672, grad_norm: 7.1216 2021-07-02 23:57:23,661 - mmaction - INFO - Epoch [2][1100/3757] lr: 1.000e-02, eta: 7 days, 1:03:00, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.9911, top1_acc: 0.2398, top5_acc: 0.4766, loss_cls: 3.5723, loss: 5.5633, grad_norm: 7.0496 2021-07-02 23:57:44,696 - mmaction - INFO - Epoch [2][1120/3757] lr: 1.000e-02, eta: 7 days, 1:01:11, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.9805, top1_acc: 0.2305, top5_acc: 0.4844, loss_cls: 3.5836, loss: 5.5642, grad_norm: 7.1355 2021-07-02 23:58:06,338 - mmaction - INFO - Epoch [2][1140/3757] lr: 1.000e-02, eta: 7 days, 1:00:35, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.9906, top1_acc: 0.2492, top5_acc: 0.4938, loss_cls: 3.5881, loss: 5.5787, grad_norm: 7.0712 2021-07-02 23:58:27,191 - mmaction - INFO - Epoch [2][1160/3757] lr: 1.000e-02, eta: 7 days, 0:58:25, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 2.0088, top1_acc: 0.2336, top5_acc: 0.4875, loss_cls: 3.5621, loss: 5.5709, grad_norm: 6.9983 2021-07-02 23:58:49,054 - mmaction - INFO - Epoch [2][1180/3757] lr: 1.000e-02, eta: 7 days, 0:58:11, time: 1.093, data_time: 0.006, memory: 6921, loss_aux: 1.9483, top1_acc: 0.2367, top5_acc: 0.4930, loss_cls: 3.4717, loss: 5.4199, grad_norm: 7.2461 2021-07-02 23:59:09,859 - mmaction - INFO - Epoch [2][1200/3757] lr: 1.000e-02, eta: 7 days, 0:56:04, time: 1.042, data_time: 0.005, memory: 6921, loss_aux: 2.0210, top1_acc: 0.2313, top5_acc: 0.4727, loss_cls: 3.6479, loss: 5.6689, grad_norm: 7.2759 2021-07-02 23:59:30,765 - mmaction - INFO - Epoch [2][1220/3757] lr: 1.000e-02, eta: 7 days, 0:54:03, time: 1.045, data_time: 0.017, memory: 6921, loss_aux: 1.9992, top1_acc: 0.2359, top5_acc: 0.4836, loss_cls: 3.5781, loss: 5.5773, grad_norm: 7.0249 2021-07-02 23:59:51,750 - mmaction - INFO - Epoch [2][1240/3757] lr: 1.000e-02, eta: 7 days, 0:52:16, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.9941, top1_acc: 0.2305, top5_acc: 0.4773, loss_cls: 3.5890, loss: 5.5831, grad_norm: 7.0704 2021-07-03 00:00:13,316 - mmaction - INFO - Epoch [2][1260/3757] lr: 1.000e-02, eta: 7 days, 0:51:32, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.9861, top1_acc: 0.2133, top5_acc: 0.4617, loss_cls: 3.6279, loss: 5.6141, grad_norm: 6.9809 2021-07-03 00:00:34,646 - mmaction - INFO - Epoch [2][1280/3757] lr: 1.000e-02, eta: 7 days, 0:50:19, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.9792, top1_acc: 0.2328, top5_acc: 0.4844, loss_cls: 3.5907, loss: 5.5699, grad_norm: 7.1706 2021-07-03 00:00:56,638 - mmaction - INFO - Epoch [2][1300/3757] lr: 1.000e-02, eta: 7 days, 0:50:22, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.9809, top1_acc: 0.2195, top5_acc: 0.4914, loss_cls: 3.6019, loss: 5.5828, grad_norm: 7.1504 2021-07-03 00:01:17,456 - mmaction - INFO - Epoch [2][1320/3757] lr: 1.000e-02, eta: 7 days, 0:48:16, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.9832, top1_acc: 0.2625, top5_acc: 0.5031, loss_cls: 3.5253, loss: 5.5084, grad_norm: 7.1274 2021-07-03 00:01:39,008 - mmaction - INFO - Epoch [2][1340/3757] lr: 1.000e-02, eta: 7 days, 0:47:30, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 2.0207, top1_acc: 0.2398, top5_acc: 0.4664, loss_cls: 3.6681, loss: 5.6888, grad_norm: 7.1466 2021-07-03 00:02:00,125 - mmaction - INFO - Epoch [2][1360/3757] lr: 1.000e-02, eta: 7 days, 0:45:58, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 2.0108, top1_acc: 0.2297, top5_acc: 0.4844, loss_cls: 3.6043, loss: 5.6151, grad_norm: 7.1228 2021-07-03 00:02:21,147 - mmaction - INFO - Epoch [2][1380/3757] lr: 1.000e-02, eta: 7 days, 0:44:17, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.9956, top1_acc: 0.2430, top5_acc: 0.4859, loss_cls: 3.6167, loss: 5.6123, grad_norm: 7.2015 2021-07-03 00:02:41,996 - mmaction - INFO - Epoch [2][1400/3757] lr: 1.000e-02, eta: 7 days, 0:42:18, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.9919, top1_acc: 0.2383, top5_acc: 0.4750, loss_cls: 3.6119, loss: 5.6039, grad_norm: 7.2889 2021-07-03 00:03:04,392 - mmaction - INFO - Epoch [2][1420/3757] lr: 1.000e-02, eta: 7 days, 0:43:05, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.9926, top1_acc: 0.2422, top5_acc: 0.4766, loss_cls: 3.6251, loss: 5.6178, grad_norm: 7.1446 2021-07-03 00:03:25,087 - mmaction - INFO - Epoch [2][1440/3757] lr: 1.000e-02, eta: 7 days, 0:40:51, time: 1.035, data_time: 0.002, memory: 6921, loss_aux: 2.0305, top1_acc: 0.2328, top5_acc: 0.4492, loss_cls: 3.7130, loss: 5.7435, grad_norm: 7.1196 2021-07-03 00:03:47,234 - mmaction - INFO - Epoch [2][1460/3757] lr: 1.000e-02, eta: 7 days, 0:41:10, time: 1.107, data_time: 0.072, memory: 6921, loss_aux: 2.0011, top1_acc: 0.2289, top5_acc: 0.4922, loss_cls: 3.5993, loss: 5.6005, grad_norm: 7.2536 2021-07-03 00:04:08,086 - mmaction - INFO - Epoch [2][1480/3757] lr: 1.000e-02, eta: 7 days, 0:39:12, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.9797, top1_acc: 0.2289, top5_acc: 0.4805, loss_cls: 3.5898, loss: 5.5695, grad_norm: 7.2117 2021-07-03 00:04:29,107 - mmaction - INFO - Epoch [2][1500/3757] lr: 1.000e-02, eta: 7 days, 0:37:31, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.9696, top1_acc: 0.2289, top5_acc: 0.4828, loss_cls: 3.6022, loss: 5.5719, grad_norm: 7.1561 2021-07-03 00:04:50,229 - mmaction - INFO - Epoch [2][1520/3757] lr: 1.000e-02, eta: 7 days, 0:36:03, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.9487, top1_acc: 0.2391, top5_acc: 0.5023, loss_cls: 3.5507, loss: 5.4994, grad_norm: 7.1821 2021-07-03 00:05:11,548 - mmaction - INFO - Epoch [2][1540/3757] lr: 1.000e-02, eta: 7 days, 0:34:57, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.9881, top1_acc: 0.2594, top5_acc: 0.4914, loss_cls: 3.5653, loss: 5.5534, grad_norm: 6.9823 2021-07-03 00:05:32,501 - mmaction - INFO - Epoch [2][1560/3757] lr: 1.000e-02, eta: 7 days, 0:33:12, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.9872, top1_acc: 0.2523, top5_acc: 0.5094, loss_cls: 3.5593, loss: 5.5465, grad_norm: 7.1143 2021-07-03 00:05:53,644 - mmaction - INFO - Epoch [2][1580/3757] lr: 1.000e-02, eta: 7 days, 0:31:46, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 2.0144, top1_acc: 0.2117, top5_acc: 0.4773, loss_cls: 3.6405, loss: 5.6549, grad_norm: 7.1875 2021-07-03 00:06:15,987 - mmaction - INFO - Epoch [2][1600/3757] lr: 1.000e-02, eta: 7 days, 0:32:31, time: 1.119, data_time: 0.005, memory: 6921, loss_aux: 1.9252, top1_acc: 0.2477, top5_acc: 0.4992, loss_cls: 3.4597, loss: 5.3849, grad_norm: 7.0312 2021-07-03 00:06:37,205 - mmaction - INFO - Epoch [2][1620/3757] lr: 1.000e-02, eta: 7 days, 0:31:17, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.9903, top1_acc: 0.2539, top5_acc: 0.4883, loss_cls: 3.5895, loss: 5.5799, grad_norm: 7.1592 2021-07-03 00:06:58,520 - mmaction - INFO - Epoch [2][1640/3757] lr: 1.000e-02, eta: 7 days, 0:30:08, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.9677, top1_acc: 0.2469, top5_acc: 0.4883, loss_cls: 3.5451, loss: 5.5128, grad_norm: 7.1111 2021-07-03 00:07:20,176 - mmaction - INFO - Epoch [2][1660/3757] lr: 1.000e-02, eta: 7 days, 0:29:38, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.9842, top1_acc: 0.2281, top5_acc: 0.4852, loss_cls: 3.6047, loss: 5.5889, grad_norm: 7.1974 2021-07-03 00:07:42,177 - mmaction - INFO - Epoch [2][1680/3757] lr: 1.000e-02, eta: 7 days, 0:29:43, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.9714, top1_acc: 0.2297, top5_acc: 0.4719, loss_cls: 3.6102, loss: 5.5816, grad_norm: 7.0380 2021-07-03 00:08:03,162 - mmaction - INFO - Epoch [2][1700/3757] lr: 1.000e-02, eta: 7 days, 0:28:07, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.9680, top1_acc: 0.2359, top5_acc: 0.4891, loss_cls: 3.5701, loss: 5.5381, grad_norm: 7.2461 2021-07-03 00:08:24,118 - mmaction - INFO - Epoch [2][1720/3757] lr: 1.000e-02, eta: 7 days, 0:26:22, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.9373, top1_acc: 0.2430, top5_acc: 0.4984, loss_cls: 3.5454, loss: 5.4827, grad_norm: 7.1486 2021-07-03 00:08:45,096 - mmaction - INFO - Epoch [2][1740/3757] lr: 1.000e-02, eta: 7 days, 0:24:45, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.9781, top1_acc: 0.2258, top5_acc: 0.4805, loss_cls: 3.6020, loss: 5.5801, grad_norm: 7.0856 2021-07-03 00:09:06,453 - mmaction - INFO - Epoch [2][1760/3757] lr: 1.000e-02, eta: 7 days, 0:23:45, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 2.0118, top1_acc: 0.2422, top5_acc: 0.4922, loss_cls: 3.6164, loss: 5.6282, grad_norm: 7.0329 2021-07-03 00:09:27,536 - mmaction - INFO - Epoch [2][1780/3757] lr: 1.000e-02, eta: 7 days, 0:22:19, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.9851, top1_acc: 0.2398, top5_acc: 0.4734, loss_cls: 3.6004, loss: 5.5855, grad_norm: 7.0701 2021-07-03 00:09:48,381 - mmaction - INFO - Epoch [2][1800/3757] lr: 1.000e-02, eta: 7 days, 0:20:33, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 2.0309, top1_acc: 0.2188, top5_acc: 0.4586, loss_cls: 3.6970, loss: 5.7279, grad_norm: 7.1519 2021-07-03 00:10:10,271 - mmaction - INFO - Epoch [2][1820/3757] lr: 1.000e-02, eta: 7 days, 0:20:28, time: 1.094, data_time: 0.062, memory: 6921, loss_aux: 1.9442, top1_acc: 0.2508, top5_acc: 0.5047, loss_cls: 3.4548, loss: 5.3990, grad_norm: 6.9524 2021-07-03 00:10:31,808 - mmaction - INFO - Epoch [2][1840/3757] lr: 1.000e-02, eta: 7 days, 0:19:47, time: 1.076, data_time: 0.045, memory: 6921, loss_aux: 2.0218, top1_acc: 0.2367, top5_acc: 0.4797, loss_cls: 3.6303, loss: 5.6521, grad_norm: 6.9643 2021-07-03 00:10:52,616 - mmaction - INFO - Epoch [2][1860/3757] lr: 1.000e-02, eta: 7 days, 0:17:50, time: 1.039, data_time: 0.001, memory: 6921, loss_aux: 2.0108, top1_acc: 0.2477, top5_acc: 0.4758, loss_cls: 3.6366, loss: 5.6474, grad_norm: 6.9528 2021-07-03 00:11:13,460 - mmaction - INFO - Epoch [2][1880/3757] lr: 1.000e-02, eta: 7 days, 0:16:05, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.9670, top1_acc: 0.2570, top5_acc: 0.5000, loss_cls: 3.4977, loss: 5.4647, grad_norm: 7.1233 2021-07-03 00:11:35,291 - mmaction - INFO - Epoch [2][1900/3757] lr: 1.000e-02, eta: 7 days, 0:15:53, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.9318, top1_acc: 0.2594, top5_acc: 0.4984, loss_cls: 3.4677, loss: 5.3995, grad_norm: 6.9910 2021-07-03 00:11:56,131 - mmaction - INFO - Epoch [2][1920/3757] lr: 1.000e-02, eta: 7 days, 0:14:09, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.9752, top1_acc: 0.2453, top5_acc: 0.4891, loss_cls: 3.6023, loss: 5.5775, grad_norm: 7.0479 2021-07-03 00:12:17,000 - mmaction - INFO - Epoch [2][1940/3757] lr: 1.000e-02, eta: 7 days, 0:12:18, time: 1.040, data_time: 0.001, memory: 6921, loss_aux: 1.9387, top1_acc: 0.2625, top5_acc: 0.4938, loss_cls: 3.4813, loss: 5.4199, grad_norm: 7.1027 2021-07-03 00:12:37,817 - mmaction - INFO - Epoch [2][1960/3757] lr: 1.000e-02, eta: 7 days, 0:10:32, time: 1.042, data_time: 0.005, memory: 6921, loss_aux: 1.9373, top1_acc: 0.2328, top5_acc: 0.4953, loss_cls: 3.5276, loss: 5.4650, grad_norm: 6.9548 2021-07-03 00:12:58,849 - mmaction - INFO - Epoch [2][1980/3757] lr: 1.000e-02, eta: 7 days, 0:09:05, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.9431, top1_acc: 0.2555, top5_acc: 0.4820, loss_cls: 3.5399, loss: 5.4830, grad_norm: 6.9734 2021-07-03 00:13:20,857 - mmaction - INFO - Epoch [2][2000/3757] lr: 1.000e-02, eta: 7 days, 0:09:14, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.9419, top1_acc: 0.2148, top5_acc: 0.4984, loss_cls: 3.5296, loss: 5.4716, grad_norm: 7.1550 2021-07-03 00:13:41,653 - mmaction - INFO - Epoch [2][2020/3757] lr: 1.000e-02, eta: 7 days, 0:07:24, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 2.0287, top1_acc: 0.2289, top5_acc: 0.4672, loss_cls: 3.7041, loss: 5.7327, grad_norm: 7.1345 2021-07-03 00:14:03,617 - mmaction - INFO - Epoch [2][2040/3757] lr: 1.000e-02, eta: 7 days, 0:07:28, time: 1.098, data_time: 0.006, memory: 6921, loss_aux: 1.9694, top1_acc: 0.2602, top5_acc: 0.5109, loss_cls: 3.5488, loss: 5.5182, grad_norm: 7.0782 2021-07-03 00:14:24,481 - mmaction - INFO - Epoch [2][2060/3757] lr: 1.000e-02, eta: 7 days, 0:05:44, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 1.9577, top1_acc: 0.2477, top5_acc: 0.4875, loss_cls: 3.5439, loss: 5.5016, grad_norm: 7.0556 2021-07-03 00:14:45,524 - mmaction - INFO - Epoch [2][2080/3757] lr: 1.000e-02, eta: 7 days, 0:04:20, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.9831, top1_acc: 0.2219, top5_acc: 0.4750, loss_cls: 3.6576, loss: 5.6407, grad_norm: 7.2759 2021-07-03 00:15:07,083 - mmaction - INFO - Epoch [2][2100/3757] lr: 1.000e-02, eta: 7 days, 0:03:47, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.9467, top1_acc: 0.2508, top5_acc: 0.5016, loss_cls: 3.4995, loss: 5.4462, grad_norm: 7.0688 2021-07-03 00:15:28,060 - mmaction - INFO - Epoch [2][2120/3757] lr: 1.000e-02, eta: 7 days, 0:02:17, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.9749, top1_acc: 0.2531, top5_acc: 0.4875, loss_cls: 3.5939, loss: 5.5689, grad_norm: 7.0123 2021-07-03 00:15:48,984 - mmaction - INFO - Epoch [2][2140/3757] lr: 1.000e-02, eta: 7 days, 0:00:41, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.9216, top1_acc: 0.2719, top5_acc: 0.5016, loss_cls: 3.3995, loss: 5.3211, grad_norm: 6.9318 2021-07-03 00:16:10,931 - mmaction - INFO - Epoch [2][2160/3757] lr: 1.000e-02, eta: 7 days, 0:00:41, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.9561, top1_acc: 0.2539, top5_acc: 0.5078, loss_cls: 3.5625, loss: 5.5186, grad_norm: 7.3103 2021-07-03 00:16:31,757 - mmaction - INFO - Epoch [2][2180/3757] lr: 1.000e-02, eta: 6 days, 23:59:00, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.9664, top1_acc: 0.2430, top5_acc: 0.4828, loss_cls: 3.6032, loss: 5.5696, grad_norm: 7.0355 2021-07-03 00:16:53,989 - mmaction - INFO - Epoch [2][2200/3757] lr: 1.000e-02, eta: 6 days, 23:59:30, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.9377, top1_acc: 0.2469, top5_acc: 0.4906, loss_cls: 3.5138, loss: 5.4515, grad_norm: 7.0322 2021-07-03 00:17:14,902 - mmaction - INFO - Epoch [2][2220/3757] lr: 1.000e-02, eta: 6 days, 23:57:55, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.9475, top1_acc: 0.2414, top5_acc: 0.5039, loss_cls: 3.5388, loss: 5.4863, grad_norm: 7.0772 2021-07-03 00:17:35,996 - mmaction - INFO - Epoch [2][2240/3757] lr: 1.000e-02, eta: 6 days, 23:56:35, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.9442, top1_acc: 0.2523, top5_acc: 0.4852, loss_cls: 3.5585, loss: 5.5027, grad_norm: 7.0469 2021-07-03 00:17:57,646 - mmaction - INFO - Epoch [2][2260/3757] lr: 1.000e-02, eta: 6 days, 23:56:14, time: 1.085, data_time: 0.006, memory: 6921, loss_aux: 1.9574, top1_acc: 0.2539, top5_acc: 0.4938, loss_cls: 3.5271, loss: 5.4845, grad_norm: 7.1437 2021-07-03 00:18:19,159 - mmaction - INFO - Epoch [2][2280/3757] lr: 1.000e-02, eta: 6 days, 23:55:32, time: 1.073, data_time: 0.007, memory: 6921, loss_aux: 1.9487, top1_acc: 0.2508, top5_acc: 0.5016, loss_cls: 3.5169, loss: 5.4656, grad_norm: 6.9039 2021-07-03 00:18:39,998 - mmaction - INFO - Epoch [2][2300/3757] lr: 1.000e-02, eta: 6 days, 23:53:52, time: 1.042, data_time: 0.005, memory: 6921, loss_aux: 1.9290, top1_acc: 0.2523, top5_acc: 0.5109, loss_cls: 3.5144, loss: 5.4434, grad_norm: 7.1091 2021-07-03 00:19:01,161 - mmaction - INFO - Epoch [2][2320/3757] lr: 1.000e-02, eta: 6 days, 23:52:47, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.9459, top1_acc: 0.2531, top5_acc: 0.4977, loss_cls: 3.5238, loss: 5.4697, grad_norm: 7.1167 2021-07-03 00:19:23,496 - mmaction - INFO - Epoch [2][2340/3757] lr: 1.000e-02, eta: 6 days, 23:53:23, time: 1.116, data_time: 0.001, memory: 6921, loss_aux: 1.9451, top1_acc: 0.2375, top5_acc: 0.5047, loss_cls: 3.5197, loss: 5.4648, grad_norm: 7.0297 2021-07-03 00:19:44,350 - mmaction - INFO - Epoch [2][2360/3757] lr: 1.000e-02, eta: 6 days, 23:51:44, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.9417, top1_acc: 0.2437, top5_acc: 0.4852, loss_cls: 3.5286, loss: 5.4703, grad_norm: 6.9850 2021-07-03 00:20:06,031 - mmaction - INFO - Epoch [2][2380/3757] lr: 1.000e-02, eta: 6 days, 23:51:24, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.9536, top1_acc: 0.2234, top5_acc: 0.4758, loss_cls: 3.5903, loss: 5.5439, grad_norm: 7.0617 2021-07-03 00:20:27,311 - mmaction - INFO - Epoch [2][2400/3757] lr: 1.000e-02, eta: 6 days, 23:50:24, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.9607, top1_acc: 0.2570, top5_acc: 0.4875, loss_cls: 3.5323, loss: 5.4930, grad_norm: 6.9412 2021-07-03 00:20:48,284 - mmaction - INFO - Epoch [2][2420/3757] lr: 1.000e-02, eta: 6 days, 23:49:01, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.9488, top1_acc: 0.2586, top5_acc: 0.4969, loss_cls: 3.4940, loss: 5.4428, grad_norm: 6.9919 2021-07-03 00:21:09,005 - mmaction - INFO - Epoch [2][2440/3757] lr: 1.000e-02, eta: 6 days, 23:47:11, time: 1.035, data_time: 0.002, memory: 6921, loss_aux: 1.9668, top1_acc: 0.2500, top5_acc: 0.5055, loss_cls: 3.5382, loss: 5.5051, grad_norm: 7.1276 2021-07-03 00:21:31,566 - mmaction - INFO - Epoch [2][2460/3757] lr: 1.000e-02, eta: 6 days, 23:48:11, time: 1.129, data_time: 0.002, memory: 6921, loss_aux: 1.9271, top1_acc: 0.2437, top5_acc: 0.4914, loss_cls: 3.4915, loss: 5.4186, grad_norm: 6.9905 2021-07-03 00:21:52,201 - mmaction - INFO - Epoch [2][2480/3757] lr: 1.000e-02, eta: 6 days, 23:46:14, time: 1.031, data_time: 0.004, memory: 6921, loss_aux: 1.9120, top1_acc: 0.2547, top5_acc: 0.4938, loss_cls: 3.4376, loss: 5.3495, grad_norm: 7.0195 2021-07-03 00:22:13,205 - mmaction - INFO - Epoch [2][2500/3757] lr: 1.000e-02, eta: 6 days, 23:44:54, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.9339, top1_acc: 0.2625, top5_acc: 0.5031, loss_cls: 3.4438, loss: 5.3777, grad_norm: 7.1440 2021-07-03 00:22:34,409 - mmaction - INFO - Epoch [2][2520/3757] lr: 1.000e-02, eta: 6 days, 23:43:50, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.9898, top1_acc: 0.2352, top5_acc: 0.4719, loss_cls: 3.6009, loss: 5.5907, grad_norm: 7.1605 2021-07-03 00:22:55,449 - mmaction - INFO - Epoch [2][2540/3757] lr: 1.000e-02, eta: 6 days, 23:42:32, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.9491, top1_acc: 0.2445, top5_acc: 0.4906, loss_cls: 3.5437, loss: 5.4928, grad_norm: 7.1236 2021-07-03 00:23:16,543 - mmaction - INFO - Epoch [2][2560/3757] lr: 1.000e-02, eta: 6 days, 23:41:20, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.9845, top1_acc: 0.2367, top5_acc: 0.4766, loss_cls: 3.5974, loss: 5.5819, grad_norm: 6.8707 2021-07-03 00:23:37,839 - mmaction - INFO - Epoch [2][2580/3757] lr: 1.000e-02, eta: 6 days, 23:40:24, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.9588, top1_acc: 0.2445, top5_acc: 0.4828, loss_cls: 3.5589, loss: 5.5177, grad_norm: 7.0211 2021-07-03 00:23:59,097 - mmaction - INFO - Epoch [2][2600/3757] lr: 1.000e-02, eta: 6 days, 23:39:27, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.9489, top1_acc: 0.2344, top5_acc: 0.4914, loss_cls: 3.5678, loss: 5.5167, grad_norm: 7.0603 2021-07-03 00:24:20,952 - mmaction - INFO - Epoch [2][2620/3757] lr: 1.000e-02, eta: 6 days, 23:39:21, time: 1.093, data_time: 0.008, memory: 6921, loss_aux: 1.9327, top1_acc: 0.2625, top5_acc: 0.4906, loss_cls: 3.4731, loss: 5.4058, grad_norm: 7.0037 2021-07-03 00:24:42,741 - mmaction - INFO - Epoch [2][2640/3757] lr: 1.000e-02, eta: 6 days, 23:39:10, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.9977, top1_acc: 0.2313, top5_acc: 0.4727, loss_cls: 3.6173, loss: 5.6150, grad_norm: 6.9740 2021-07-03 00:25:04,134 - mmaction - INFO - Epoch [2][2660/3757] lr: 1.000e-02, eta: 6 days, 23:38:26, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.9211, top1_acc: 0.2578, top5_acc: 0.4945, loss_cls: 3.4483, loss: 5.3694, grad_norm: 6.8731 2021-07-03 00:25:25,750 - mmaction - INFO - Epoch [2][2680/3757] lr: 1.000e-02, eta: 6 days, 23:38:03, time: 1.083, data_time: 0.005, memory: 6921, loss_aux: 1.9354, top1_acc: 0.2484, top5_acc: 0.4844, loss_cls: 3.5376, loss: 5.4730, grad_norm: 7.0195 2021-07-03 00:25:46,574 - mmaction - INFO - Epoch [2][2700/3757] lr: 1.000e-02, eta: 6 days, 23:36:27, time: 1.041, data_time: 0.001, memory: 6921, loss_aux: 1.9366, top1_acc: 0.2523, top5_acc: 0.4945, loss_cls: 3.4904, loss: 5.4270, grad_norm: 7.0502 2021-07-03 00:26:07,830 - mmaction - INFO - Epoch [2][2720/3757] lr: 1.000e-02, eta: 6 days, 23:35:29, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.9095, top1_acc: 0.2531, top5_acc: 0.5062, loss_cls: 3.4743, loss: 5.3839, grad_norm: 6.9914 2021-07-03 00:26:29,302 - mmaction - INFO - Epoch [2][2740/3757] lr: 1.000e-02, eta: 6 days, 23:34:53, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.9484, top1_acc: 0.2492, top5_acc: 0.5023, loss_cls: 3.5286, loss: 5.4770, grad_norm: 7.1638 2021-07-03 00:26:50,226 - mmaction - INFO - Epoch [2][2760/3757] lr: 1.000e-02, eta: 6 days, 23:33:29, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.9507, top1_acc: 0.2516, top5_acc: 0.4719, loss_cls: 3.5387, loss: 5.4894, grad_norm: 6.8947 2021-07-03 00:27:11,395 - mmaction - INFO - Epoch [2][2780/3757] lr: 1.000e-02, eta: 6 days, 23:32:22, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.9378, top1_acc: 0.2453, top5_acc: 0.4938, loss_cls: 3.4676, loss: 5.4054, grad_norm: 7.1160 2021-07-03 00:27:33,771 - mmaction - INFO - Epoch [2][2800/3757] lr: 1.000e-02, eta: 6 days, 23:33:02, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.9379, top1_acc: 0.2313, top5_acc: 0.4828, loss_cls: 3.5117, loss: 5.4496, grad_norm: 7.1339 2021-07-03 00:27:54,656 - mmaction - INFO - Epoch [2][2820/3757] lr: 1.000e-02, eta: 6 days, 23:31:37, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.9389, top1_acc: 0.2406, top5_acc: 0.4828, loss_cls: 3.5748, loss: 5.5137, grad_norm: 7.0213 2021-07-03 00:28:15,847 - mmaction - INFO - Epoch [2][2840/3757] lr: 1.000e-02, eta: 6 days, 23:30:37, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.9415, top1_acc: 0.2594, top5_acc: 0.5102, loss_cls: 3.4808, loss: 5.4222, grad_norm: 6.9217 2021-07-03 00:28:36,922 - mmaction - INFO - Epoch [2][2860/3757] lr: 1.000e-02, eta: 6 days, 23:29:24, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.8841, top1_acc: 0.2703, top5_acc: 0.5250, loss_cls: 3.3786, loss: 5.2627, grad_norm: 7.0721 2021-07-03 00:28:58,315 - mmaction - INFO - Epoch [2][2880/3757] lr: 1.000e-02, eta: 6 days, 23:28:42, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.9784, top1_acc: 0.2383, top5_acc: 0.4727, loss_cls: 3.5974, loss: 5.5758, grad_norm: 7.0852 2021-07-03 00:29:19,215 - mmaction - INFO - Epoch [2][2900/3757] lr: 1.000e-02, eta: 6 days, 23:27:16, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.9232, top1_acc: 0.2391, top5_acc: 0.5086, loss_cls: 3.4996, loss: 5.4228, grad_norm: 7.0041 2021-07-03 00:29:40,264 - mmaction - INFO - Epoch [2][2920/3757] lr: 1.000e-02, eta: 6 days, 23:26:07, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.9794, top1_acc: 0.2383, top5_acc: 0.4828, loss_cls: 3.5824, loss: 5.5618, grad_norm: 7.0714 2021-07-03 00:30:01,129 - mmaction - INFO - Epoch [2][2940/3757] lr: 1.000e-02, eta: 6 days, 23:24:36, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.9378, top1_acc: 0.2562, top5_acc: 0.4945, loss_cls: 3.4869, loss: 5.4248, grad_norm: 6.8159 2021-07-03 00:30:22,543 - mmaction - INFO - Epoch [2][2960/3757] lr: 1.000e-02, eta: 6 days, 23:23:56, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.9337, top1_acc: 0.2641, top5_acc: 0.5086, loss_cls: 3.4922, loss: 5.4259, grad_norm: 7.0143 2021-07-03 00:30:43,983 - mmaction - INFO - Epoch [2][2980/3757] lr: 1.000e-02, eta: 6 days, 23:23:18, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.9268, top1_acc: 0.2562, top5_acc: 0.4898, loss_cls: 3.4667, loss: 5.3935, grad_norm: 7.0188 2021-07-03 00:31:05,028 - mmaction - INFO - Epoch [2][3000/3757] lr: 1.000e-02, eta: 6 days, 23:22:05, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.9128, top1_acc: 0.2742, top5_acc: 0.5078, loss_cls: 3.4117, loss: 5.3245, grad_norm: 6.9314 2021-07-03 00:31:26,428 - mmaction - INFO - Epoch [2][3020/3757] lr: 1.000e-02, eta: 6 days, 23:21:25, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.9444, top1_acc: 0.2539, top5_acc: 0.4883, loss_cls: 3.5518, loss: 5.4962, grad_norm: 6.9877 2021-07-03 00:31:47,412 - mmaction - INFO - Epoch [2][3040/3757] lr: 1.000e-02, eta: 6 days, 23:20:11, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.9476, top1_acc: 0.2609, top5_acc: 0.4938, loss_cls: 3.5110, loss: 5.4585, grad_norm: 7.0744 2021-07-03 00:32:09,874 - mmaction - INFO - Epoch [2][3060/3757] lr: 1.000e-02, eta: 6 days, 23:20:55, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 1.9139, top1_acc: 0.2641, top5_acc: 0.4992, loss_cls: 3.4601, loss: 5.3740, grad_norm: 7.1295 2021-07-03 00:32:30,620 - mmaction - INFO - Epoch [2][3080/3757] lr: 1.000e-02, eta: 6 days, 23:19:20, time: 1.037, data_time: 0.005, memory: 6921, loss_aux: 1.9116, top1_acc: 0.2523, top5_acc: 0.5078, loss_cls: 3.4833, loss: 5.3949, grad_norm: 7.3131 2021-07-03 00:32:51,375 - mmaction - INFO - Epoch [2][3100/3757] lr: 1.000e-02, eta: 6 days, 23:17:47, time: 1.038, data_time: 0.002, memory: 6921, loss_aux: 1.8914, top1_acc: 0.2727, top5_acc: 0.5086, loss_cls: 3.4794, loss: 5.3708, grad_norm: 7.1684 2021-07-03 00:33:13,745 - mmaction - INFO - Epoch [2][3120/3757] lr: 1.000e-02, eta: 6 days, 23:18:27, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.9438, top1_acc: 0.2453, top5_acc: 0.5000, loss_cls: 3.5464, loss: 5.4902, grad_norm: 7.0104 2021-07-03 00:33:34,747 - mmaction - INFO - Epoch [2][3140/3757] lr: 1.000e-02, eta: 6 days, 23:17:07, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.9265, top1_acc: 0.2539, top5_acc: 0.5047, loss_cls: 3.4597, loss: 5.3862, grad_norm: 6.8697 2021-07-03 00:33:56,487 - mmaction - INFO - Epoch [2][3160/3757] lr: 1.000e-02, eta: 6 days, 23:16:58, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.8848, top1_acc: 0.2758, top5_acc: 0.5273, loss_cls: 3.3651, loss: 5.2499, grad_norm: 7.2204 2021-07-03 00:34:17,538 - mmaction - INFO - Epoch [2][3180/3757] lr: 1.000e-02, eta: 6 days, 23:15:51, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.9200, top1_acc: 0.2695, top5_acc: 0.5086, loss_cls: 3.4346, loss: 5.3547, grad_norm: 7.1383 2021-07-03 00:34:38,400 - mmaction - INFO - Epoch [2][3200/3757] lr: 1.000e-02, eta: 6 days, 23:14:26, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.9136, top1_acc: 0.2734, top5_acc: 0.5367, loss_cls: 3.3699, loss: 5.2835, grad_norm: 6.9488 2021-07-03 00:34:59,617 - mmaction - INFO - Epoch [2][3220/3757] lr: 1.000e-02, eta: 6 days, 23:13:31, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.9642, top1_acc: 0.2414, top5_acc: 0.5000, loss_cls: 3.5796, loss: 5.5438, grad_norm: 7.2895 2021-07-03 00:35:21,160 - mmaction - INFO - Epoch [2][3240/3757] lr: 1.000e-02, eta: 6 days, 23:13:00, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.9833, top1_acc: 0.2195, top5_acc: 0.4695, loss_cls: 3.6509, loss: 5.6342, grad_norm: 7.1966 2021-07-03 00:35:42,618 - mmaction - INFO - Epoch [2][3260/3757] lr: 1.000e-02, eta: 6 days, 23:12:27, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.9576, top1_acc: 0.2344, top5_acc: 0.4805, loss_cls: 3.5937, loss: 5.5513, grad_norm: 6.9587 2021-07-03 00:36:03,407 - mmaction - INFO - Epoch [2][3280/3757] lr: 1.000e-02, eta: 6 days, 23:11:00, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.8882, top1_acc: 0.2750, top5_acc: 0.5258, loss_cls: 3.3982, loss: 5.2864, grad_norm: 6.9134 2021-07-03 00:36:24,357 - mmaction - INFO - Epoch [2][3300/3757] lr: 1.000e-02, eta: 6 days, 23:09:43, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.8903, top1_acc: 0.2719, top5_acc: 0.5016, loss_cls: 3.4223, loss: 5.3126, grad_norm: 6.9471 2021-07-03 00:36:46,505 - mmaction - INFO - Epoch [2][3320/3757] lr: 1.000e-02, eta: 6 days, 23:10:01, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.9162, top1_acc: 0.2648, top5_acc: 0.5109, loss_cls: 3.4562, loss: 5.3724, grad_norm: 6.9330 2021-07-03 00:37:07,185 - mmaction - INFO - Epoch [2][3340/3757] lr: 1.000e-02, eta: 6 days, 23:08:28, time: 1.036, data_time: 0.004, memory: 6921, loss_aux: 1.9151, top1_acc: 0.2531, top5_acc: 0.4938, loss_cls: 3.4401, loss: 5.3551, grad_norm: 6.9595 2021-07-03 00:37:28,035 - mmaction - INFO - Epoch [2][3360/3757] lr: 1.000e-02, eta: 6 days, 23:07:04, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 1.9356, top1_acc: 0.2453, top5_acc: 0.4883, loss_cls: 3.5302, loss: 5.4658, grad_norm: 7.0404 2021-07-03 00:37:49,253 - mmaction - INFO - Epoch [2][3380/3757] lr: 1.000e-02, eta: 6 days, 23:06:11, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.9310, top1_acc: 0.2641, top5_acc: 0.5148, loss_cls: 3.4776, loss: 5.4087, grad_norm: 6.9330 2021-07-03 00:38:10,762 - mmaction - INFO - Epoch [2][3400/3757] lr: 1.000e-02, eta: 6 days, 23:05:40, time: 1.075, data_time: 0.011, memory: 6921, loss_aux: 1.9517, top1_acc: 0.2664, top5_acc: 0.4883, loss_cls: 3.5270, loss: 5.4787, grad_norm: 7.0753 2021-07-03 00:38:31,686 - mmaction - INFO - Epoch [2][3420/3757] lr: 1.000e-02, eta: 6 days, 23:04:24, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.9385, top1_acc: 0.2609, top5_acc: 0.4852, loss_cls: 3.5226, loss: 5.4612, grad_norm: 7.0151 2021-07-03 00:38:53,402 - mmaction - INFO - Epoch [2][3440/3757] lr: 1.000e-02, eta: 6 days, 23:04:11, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.9423, top1_acc: 0.2461, top5_acc: 0.4797, loss_cls: 3.5682, loss: 5.5105, grad_norm: 7.2085 2021-07-03 00:39:14,536 - mmaction - INFO - Epoch [2][3460/3757] lr: 1.000e-02, eta: 6 days, 23:03:08, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.9363, top1_acc: 0.2664, top5_acc: 0.4906, loss_cls: 3.4820, loss: 5.4183, grad_norm: 7.0816 2021-07-03 00:39:36,023 - mmaction - INFO - Epoch [2][3480/3757] lr: 1.000e-02, eta: 6 days, 23:02:38, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.9073, top1_acc: 0.2711, top5_acc: 0.5094, loss_cls: 3.4648, loss: 5.3721, grad_norm: 6.9512 2021-07-03 00:39:57,103 - mmaction - INFO - Epoch [2][3500/3757] lr: 1.000e-02, eta: 6 days, 23:01:38, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.9232, top1_acc: 0.2594, top5_acc: 0.5109, loss_cls: 3.4250, loss: 5.3482, grad_norm: 6.9110 2021-07-03 00:40:18,094 - mmaction - INFO - Epoch [2][3520/3757] lr: 1.000e-02, eta: 6 days, 23:00:25, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.8883, top1_acc: 0.2594, top5_acc: 0.5242, loss_cls: 3.3734, loss: 5.2617, grad_norm: 7.1428 2021-07-03 00:40:39,359 - mmaction - INFO - Epoch [2][3540/3757] lr: 1.000e-02, eta: 6 days, 22:59:37, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.9069, top1_acc: 0.2586, top5_acc: 0.5047, loss_cls: 3.4450, loss: 5.3519, grad_norm: 6.9338 2021-07-03 00:41:00,973 - mmaction - INFO - Epoch [2][3560/3757] lr: 1.000e-02, eta: 6 days, 22:59:14, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.9127, top1_acc: 0.2750, top5_acc: 0.5102, loss_cls: 3.4242, loss: 5.3369, grad_norm: 7.0286 2021-07-03 00:41:22,030 - mmaction - INFO - Epoch [2][3580/3757] lr: 1.000e-02, eta: 6 days, 22:58:11, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.8465, top1_acc: 0.2672, top5_acc: 0.5422, loss_cls: 3.3667, loss: 5.2133, grad_norm: 6.9810 2021-07-03 00:41:43,512 - mmaction - INFO - Epoch [2][3600/3757] lr: 1.000e-02, eta: 6 days, 22:57:40, time: 1.074, data_time: 0.006, memory: 6921, loss_aux: 1.9404, top1_acc: 0.2414, top5_acc: 0.5070, loss_cls: 3.4855, loss: 5.4259, grad_norm: 6.9754 2021-07-03 00:42:04,577 - mmaction - INFO - Epoch [2][3620/3757] lr: 1.000e-02, eta: 6 days, 22:56:40, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.8665, top1_acc: 0.2641, top5_acc: 0.5273, loss_cls: 3.3699, loss: 5.2364, grad_norm: 7.0304 2021-07-03 00:42:26,139 - mmaction - INFO - Epoch [2][3640/3757] lr: 1.000e-02, eta: 6 days, 22:56:12, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.9296, top1_acc: 0.2641, top5_acc: 0.5117, loss_cls: 3.5106, loss: 5.4401, grad_norm: 7.2233 2021-07-03 00:42:47,572 - mmaction - INFO - Epoch [2][3660/3757] lr: 1.000e-02, eta: 6 days, 22:55:37, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.9386, top1_acc: 0.2781, top5_acc: 0.5234, loss_cls: 3.4340, loss: 5.3726, grad_norm: 7.1167 2021-07-03 00:43:08,403 - mmaction - INFO - Epoch [2][3680/3757] lr: 1.000e-02, eta: 6 days, 22:54:16, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.8993, top1_acc: 0.2758, top5_acc: 0.5117, loss_cls: 3.4533, loss: 5.3526, grad_norm: 7.0349 2021-07-03 00:43:30,522 - mmaction - INFO - Epoch [2][3700/3757] lr: 1.000e-02, eta: 6 days, 22:54:36, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.9296, top1_acc: 0.2617, top5_acc: 0.5320, loss_cls: 3.4286, loss: 5.3581, grad_norm: 6.9963 2021-07-03 00:43:51,200 - mmaction - INFO - Epoch [2][3720/3757] lr: 1.000e-02, eta: 6 days, 22:53:02, time: 1.032, data_time: 0.002, memory: 6921, loss_aux: 1.9208, top1_acc: 0.2742, top5_acc: 0.5172, loss_cls: 3.4436, loss: 5.3644, grad_norm: 7.0238 2021-07-03 00:44:12,168 - mmaction - INFO - Epoch [2][3740/3757] lr: 1.000e-02, eta: 6 days, 22:51:50, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.8895, top1_acc: 0.2617, top5_acc: 0.5086, loss_cls: 3.4266, loss: 5.3161, grad_norm: 7.1396 2021-07-03 00:44:29,914 - mmaction - INFO - Saving checkpoint at 2 epochs 2021-07-03 00:45:32,660 - mmaction - INFO - Epoch [3][20/3757] lr: 1.000e-02, eta: 6 days, 23:17:13, time: 3.058, data_time: 2.033, memory: 6921, loss_aux: 1.9254, top1_acc: 0.2609, top5_acc: 0.5133, loss_cls: 3.4900, loss: 5.4155, grad_norm: 6.9638 2021-07-03 00:45:53,611 - mmaction - INFO - Epoch [3][40/3757] lr: 1.000e-02, eta: 6 days, 23:16:00, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.9133, top1_acc: 0.2625, top5_acc: 0.5164, loss_cls: 3.3770, loss: 5.2904, grad_norm: 6.8761 2021-07-03 00:46:14,780 - mmaction - INFO - Epoch [3][60/3757] lr: 1.000e-02, eta: 6 days, 23:15:00, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.9056, top1_acc: 0.2633, top5_acc: 0.5180, loss_cls: 3.4274, loss: 5.3331, grad_norm: 6.9891 2021-07-03 00:46:35,847 - mmaction - INFO - Epoch [3][80/3757] lr: 1.000e-02, eta: 6 days, 23:13:57, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.8864, top1_acc: 0.2570, top5_acc: 0.5234, loss_cls: 3.3663, loss: 5.2527, grad_norm: 7.0593 2021-07-03 00:46:58,032 - mmaction - INFO - Epoch [3][100/3757] lr: 1.000e-02, eta: 6 days, 23:14:13, time: 1.109, data_time: 0.045, memory: 6921, loss_aux: 1.9081, top1_acc: 0.2734, top5_acc: 0.5281, loss_cls: 3.4442, loss: 5.3522, grad_norm: 7.1348 2021-07-03 00:47:19,252 - mmaction - INFO - Epoch [3][120/3757] lr: 1.000e-02, eta: 6 days, 23:13:20, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.8800, top1_acc: 0.2562, top5_acc: 0.5109, loss_cls: 3.4152, loss: 5.2952, grad_norm: 6.9972 2021-07-03 00:47:40,210 - mmaction - INFO - Epoch [3][140/3757] lr: 1.000e-02, eta: 6 days, 23:12:08, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.8929, top1_acc: 0.2734, top5_acc: 0.5172, loss_cls: 3.4242, loss: 5.3171, grad_norm: 7.0028 2021-07-03 00:48:01,182 - mmaction - INFO - Epoch [3][160/3757] lr: 1.000e-02, eta: 6 days, 23:10:55, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.9341, top1_acc: 0.2664, top5_acc: 0.5070, loss_cls: 3.4830, loss: 5.4171, grad_norm: 6.9383 2021-07-03 00:48:22,387 - mmaction - INFO - Epoch [3][180/3757] lr: 1.000e-02, eta: 6 days, 23:10:01, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.8539, top1_acc: 0.2852, top5_acc: 0.5359, loss_cls: 3.2987, loss: 5.1526, grad_norm: 6.9117 2021-07-03 00:48:44,843 - mmaction - INFO - Epoch [3][200/3757] lr: 1.000e-02, eta: 6 days, 23:10:38, time: 1.123, data_time: 0.027, memory: 6921, loss_aux: 1.9128, top1_acc: 0.2586, top5_acc: 0.5164, loss_cls: 3.4100, loss: 5.3228, grad_norm: 7.1155 2021-07-03 00:49:05,842 - mmaction - INFO - Epoch [3][220/3757] lr: 1.000e-02, eta: 6 days, 23:09:25, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.8811, top1_acc: 0.2836, top5_acc: 0.5266, loss_cls: 3.3694, loss: 5.2505, grad_norm: 6.9678 2021-07-03 00:49:28,035 - mmaction - INFO - Epoch [3][240/3757] lr: 1.000e-02, eta: 6 days, 23:09:46, time: 1.112, data_time: 0.005, memory: 6921, loss_aux: 1.8451, top1_acc: 0.2961, top5_acc: 0.5359, loss_cls: 3.2979, loss: 5.1429, grad_norm: 6.9557 2021-07-03 00:49:49,113 - mmaction - INFO - Epoch [3][260/3757] lr: 1.000e-02, eta: 6 days, 23:08:40, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.8826, top1_acc: 0.2922, top5_acc: 0.5172, loss_cls: 3.3946, loss: 5.2772, grad_norm: 6.9776 2021-07-03 00:50:09,786 - mmaction - INFO - Epoch [3][280/3757] lr: 1.000e-02, eta: 6 days, 23:07:10, time: 1.034, data_time: 0.005, memory: 6921, loss_aux: 1.8820, top1_acc: 0.2617, top5_acc: 0.5281, loss_cls: 3.3674, loss: 5.2495, grad_norm: 6.9585 2021-07-03 00:50:32,265 - mmaction - INFO - Epoch [3][300/3757] lr: 1.000e-02, eta: 6 days, 23:07:50, time: 1.126, data_time: 0.006, memory: 6921, loss_aux: 1.8282, top1_acc: 0.3031, top5_acc: 0.5242, loss_cls: 3.2904, loss: 5.1186, grad_norm: 6.8543 2021-07-03 00:50:53,667 - mmaction - INFO - Epoch [3][320/3757] lr: 1.000e-02, eta: 6 days, 23:07:09, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.8708, top1_acc: 0.2695, top5_acc: 0.5242, loss_cls: 3.3858, loss: 5.2565, grad_norm: 6.9492 2021-07-03 00:51:14,551 - mmaction - INFO - Epoch [3][340/3757] lr: 1.000e-02, eta: 6 days, 23:05:51, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.9297, top1_acc: 0.2453, top5_acc: 0.5094, loss_cls: 3.4650, loss: 5.3947, grad_norm: 6.9733 2021-07-03 00:51:35,527 - mmaction - INFO - Epoch [3][360/3757] lr: 1.000e-02, eta: 6 days, 23:04:46, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.8577, top1_acc: 0.2820, top5_acc: 0.5359, loss_cls: 3.3434, loss: 5.2011, grad_norm: 7.0168 2021-07-03 00:51:56,911 - mmaction - INFO - Epoch [3][380/3757] lr: 1.000e-02, eta: 6 days, 23:04:03, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.8995, top1_acc: 0.2891, top5_acc: 0.5328, loss_cls: 3.3666, loss: 5.2661, grad_norm: 6.9290 2021-07-03 00:52:17,855 - mmaction - INFO - Epoch [3][400/3757] lr: 1.000e-02, eta: 6 days, 23:02:53, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.9230, top1_acc: 0.2719, top5_acc: 0.5008, loss_cls: 3.4614, loss: 5.3844, grad_norm: 6.9076 2021-07-03 00:52:39,384 - mmaction - INFO - Epoch [3][420/3757] lr: 1.000e-02, eta: 6 days, 23:02:22, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.8934, top1_acc: 0.2539, top5_acc: 0.5109, loss_cls: 3.3957, loss: 5.2891, grad_norm: 6.9412 2021-07-03 00:53:01,384 - mmaction - INFO - Epoch [3][440/3757] lr: 1.000e-02, eta: 6 days, 23:02:25, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.8721, top1_acc: 0.2758, top5_acc: 0.5234, loss_cls: 3.3847, loss: 5.2569, grad_norm: 7.0460 2021-07-03 00:53:22,354 - mmaction - INFO - Epoch [3][460/3757] lr: 1.000e-02, eta: 6 days, 23:01:16, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.8900, top1_acc: 0.2695, top5_acc: 0.5086, loss_cls: 3.4010, loss: 5.2910, grad_norm: 6.9500 2021-07-03 00:53:43,354 - mmaction - INFO - Epoch [3][480/3757] lr: 1.000e-02, eta: 6 days, 23:00:09, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.8995, top1_acc: 0.2648, top5_acc: 0.5312, loss_cls: 3.4208, loss: 5.3203, grad_norm: 7.0441 2021-07-03 00:54:04,904 - mmaction - INFO - Epoch [3][500/3757] lr: 1.000e-02, eta: 6 days, 22:59:43, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.8923, top1_acc: 0.2703, top5_acc: 0.5258, loss_cls: 3.4146, loss: 5.3070, grad_norm: 6.9558 2021-07-03 00:54:26,010 - mmaction - INFO - Epoch [3][520/3757] lr: 1.000e-02, eta: 6 days, 22:58:42, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.8836, top1_acc: 0.2508, top5_acc: 0.5055, loss_cls: 3.4028, loss: 5.2864, grad_norm: 7.0934 2021-07-03 00:54:47,042 - mmaction - INFO - Epoch [3][540/3757] lr: 1.000e-02, eta: 6 days, 22:57:40, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.8684, top1_acc: 0.2789, top5_acc: 0.5203, loss_cls: 3.3838, loss: 5.2521, grad_norm: 7.1150 2021-07-03 00:55:08,903 - mmaction - INFO - Epoch [3][560/3757] lr: 1.000e-02, eta: 6 days, 22:57:33, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.8907, top1_acc: 0.2961, top5_acc: 0.5328, loss_cls: 3.3647, loss: 5.2554, grad_norm: 6.8664 2021-07-03 00:55:30,047 - mmaction - INFO - Epoch [3][580/3757] lr: 1.000e-02, eta: 6 days, 22:56:38, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.8430, top1_acc: 0.2844, top5_acc: 0.5430, loss_cls: 3.2958, loss: 5.1388, grad_norm: 6.7215 2021-07-03 00:55:51,408 - mmaction - INFO - Epoch [3][600/3757] lr: 1.000e-02, eta: 6 days, 22:55:56, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.8668, top1_acc: 0.2891, top5_acc: 0.5250, loss_cls: 3.3550, loss: 5.2218, grad_norm: 6.8931 2021-07-03 00:56:12,878 - mmaction - INFO - Epoch [3][620/3757] lr: 1.000e-02, eta: 6 days, 22:55:23, time: 1.074, data_time: 0.020, memory: 6921, loss_aux: 1.9346, top1_acc: 0.2562, top5_acc: 0.5234, loss_cls: 3.4528, loss: 5.3874, grad_norm: 7.2033 2021-07-03 00:56:34,209 - mmaction - INFO - Epoch [3][640/3757] lr: 1.000e-02, eta: 6 days, 22:54:39, time: 1.066, data_time: 0.016, memory: 6921, loss_aux: 1.8463, top1_acc: 0.2945, top5_acc: 0.5344, loss_cls: 3.2942, loss: 5.1405, grad_norm: 6.8574 2021-07-03 00:56:55,609 - mmaction - INFO - Epoch [3][660/3757] lr: 1.000e-02, eta: 6 days, 22:54:02, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.8502, top1_acc: 0.3016, top5_acc: 0.5375, loss_cls: 3.2670, loss: 5.1172, grad_norm: 7.0166 2021-07-03 00:57:16,679 - mmaction - INFO - Epoch [3][680/3757] lr: 1.000e-02, eta: 6 days, 22:53:03, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.8771, top1_acc: 0.2727, top5_acc: 0.5211, loss_cls: 3.3619, loss: 5.2390, grad_norm: 6.9289 2021-07-03 00:57:38,235 - mmaction - INFO - Epoch [3][700/3757] lr: 1.000e-02, eta: 6 days, 22:52:35, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.9049, top1_acc: 0.2656, top5_acc: 0.4906, loss_cls: 3.4370, loss: 5.3419, grad_norm: 6.9526 2021-07-03 00:57:59,037 - mmaction - INFO - Epoch [3][720/3757] lr: 1.000e-02, eta: 6 days, 22:51:19, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.8851, top1_acc: 0.2953, top5_acc: 0.5406, loss_cls: 3.3535, loss: 5.2386, grad_norm: 6.9226 2021-07-03 00:58:20,032 - mmaction - INFO - Epoch [3][740/3757] lr: 1.000e-02, eta: 6 days, 22:50:14, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.9040, top1_acc: 0.2602, top5_acc: 0.5195, loss_cls: 3.4010, loss: 5.3050, grad_norm: 7.0595 2021-07-03 00:58:40,938 - mmaction - INFO - Epoch [3][760/3757] lr: 1.000e-02, eta: 6 days, 22:49:03, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.8247, top1_acc: 0.3023, top5_acc: 0.5414, loss_cls: 3.2273, loss: 5.0520, grad_norm: 6.9241 2021-07-03 00:59:02,008 - mmaction - INFO - Epoch [3][780/3757] lr: 1.000e-02, eta: 6 days, 22:48:04, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.8608, top1_acc: 0.3047, top5_acc: 0.5430, loss_cls: 3.3077, loss: 5.1684, grad_norm: 6.9572 2021-07-03 00:59:23,094 - mmaction - INFO - Epoch [3][800/3757] lr: 1.000e-02, eta: 6 days, 22:47:06, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.8995, top1_acc: 0.2711, top5_acc: 0.4953, loss_cls: 3.4358, loss: 5.3352, grad_norm: 7.3186 2021-07-03 00:59:44,052 - mmaction - INFO - Epoch [3][820/3757] lr: 1.000e-02, eta: 6 days, 22:46:00, time: 1.048, data_time: 0.008, memory: 6921, loss_aux: 1.8769, top1_acc: 0.2750, top5_acc: 0.5367, loss_cls: 3.3558, loss: 5.2327, grad_norm: 7.0672 2021-07-03 01:00:05,640 - mmaction - INFO - Epoch [3][840/3757] lr: 1.000e-02, eta: 6 days, 22:45:37, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.8567, top1_acc: 0.2812, top5_acc: 0.5320, loss_cls: 3.3309, loss: 5.1877, grad_norm: 7.0290 2021-07-03 01:00:27,013 - mmaction - INFO - Epoch [3][860/3757] lr: 1.000e-02, eta: 6 days, 22:44:54, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.8740, top1_acc: 0.2711, top5_acc: 0.5281, loss_cls: 3.3738, loss: 5.2478, grad_norm: 7.0262 2021-07-03 01:00:48,119 - mmaction - INFO - Epoch [3][880/3757] lr: 1.000e-02, eta: 6 days, 22:44:01, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.8665, top1_acc: 0.2727, top5_acc: 0.5367, loss_cls: 3.3647, loss: 5.2312, grad_norm: 7.0765 2021-07-03 01:01:09,306 - mmaction - INFO - Epoch [3][900/3757] lr: 1.000e-02, eta: 6 days, 22:43:10, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.8763, top1_acc: 0.2703, top5_acc: 0.5266, loss_cls: 3.3939, loss: 5.2702, grad_norm: 7.0562 2021-07-03 01:01:30,785 - mmaction - INFO - Epoch [3][920/3757] lr: 1.000e-02, eta: 6 days, 22:42:39, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.8581, top1_acc: 0.2758, top5_acc: 0.5156, loss_cls: 3.3252, loss: 5.1833, grad_norm: 6.8394 2021-07-03 01:01:52,442 - mmaction - INFO - Epoch [3][940/3757] lr: 1.000e-02, eta: 6 days, 22:42:21, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.8737, top1_acc: 0.2680, top5_acc: 0.5312, loss_cls: 3.3422, loss: 5.2158, grad_norm: 6.7914 2021-07-03 01:02:13,574 - mmaction - INFO - Epoch [3][960/3757] lr: 1.000e-02, eta: 6 days, 22:41:24, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.8144, top1_acc: 0.2805, top5_acc: 0.5555, loss_cls: 3.2505, loss: 5.0649, grad_norm: 6.7881 2021-07-03 01:02:34,761 - mmaction - INFO - Epoch [3][980/3757] lr: 1.000e-02, eta: 6 days, 22:40:37, time: 1.061, data_time: 0.007, memory: 6921, loss_aux: 1.9252, top1_acc: 0.2523, top5_acc: 0.5156, loss_cls: 3.4895, loss: 5.4147, grad_norm: 7.1770 2021-07-03 01:02:55,636 - mmaction - INFO - Epoch [3][1000/3757] lr: 1.000e-02, eta: 6 days, 22:39:25, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.8839, top1_acc: 0.2633, top5_acc: 0.5148, loss_cls: 3.3704, loss: 5.2544, grad_norm: 7.0885 2021-07-03 01:03:17,368 - mmaction - INFO - Epoch [3][1020/3757] lr: 1.000e-02, eta: 6 days, 22:39:11, time: 1.087, data_time: 0.005, memory: 6921, loss_aux: 1.9032, top1_acc: 0.2758, top5_acc: 0.5234, loss_cls: 3.3796, loss: 5.2829, grad_norm: 7.0191 2021-07-03 01:03:39,045 - mmaction - INFO - Epoch [3][1040/3757] lr: 1.000e-02, eta: 6 days, 22:38:53, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.8307, top1_acc: 0.2812, top5_acc: 0.5461, loss_cls: 3.2863, loss: 5.1170, grad_norm: 6.9637 2021-07-03 01:04:00,189 - mmaction - INFO - Epoch [3][1060/3757] lr: 1.000e-02, eta: 6 days, 22:38:01, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.8735, top1_acc: 0.2727, top5_acc: 0.5242, loss_cls: 3.3911, loss: 5.2646, grad_norm: 7.0662 2021-07-03 01:04:21,952 - mmaction - INFO - Epoch [3][1080/3757] lr: 1.000e-02, eta: 6 days, 22:37:48, time: 1.088, data_time: 0.058, memory: 6921, loss_aux: 1.8621, top1_acc: 0.2945, top5_acc: 0.5328, loss_cls: 3.3452, loss: 5.2073, grad_norm: 6.8798 2021-07-03 01:04:43,425 - mmaction - INFO - Epoch [3][1100/3757] lr: 1.000e-02, eta: 6 days, 22:37:18, time: 1.074, data_time: 0.036, memory: 6921, loss_aux: 1.8206, top1_acc: 0.2750, top5_acc: 0.5445, loss_cls: 3.2677, loss: 5.0882, grad_norm: 6.8861 2021-07-03 01:05:04,375 - mmaction - INFO - Epoch [3][1120/3757] lr: 1.000e-02, eta: 6 days, 22:36:14, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.8546, top1_acc: 0.2695, top5_acc: 0.5070, loss_cls: 3.3751, loss: 5.2298, grad_norm: 7.0569 2021-07-03 01:05:25,524 - mmaction - INFO - Epoch [3][1140/3757] lr: 1.000e-02, eta: 6 days, 22:35:21, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.8666, top1_acc: 0.2945, top5_acc: 0.5484, loss_cls: 3.2909, loss: 5.1574, grad_norm: 6.9864 2021-07-03 01:05:46,692 - mmaction - INFO - Epoch [3][1160/3757] lr: 1.000e-02, eta: 6 days, 22:34:31, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.8163, top1_acc: 0.2945, top5_acc: 0.5578, loss_cls: 3.2144, loss: 5.0307, grad_norm: 7.0685 2021-07-03 01:06:08,634 - mmaction - INFO - Epoch [3][1180/3757] lr: 1.000e-02, eta: 6 days, 22:34:30, time: 1.097, data_time: 0.006, memory: 6921, loss_aux: 1.8462, top1_acc: 0.2703, top5_acc: 0.5391, loss_cls: 3.2828, loss: 5.1290, grad_norm: 7.1187 2021-07-03 01:06:29,815 - mmaction - INFO - Epoch [3][1200/3757] lr: 1.000e-02, eta: 6 days, 22:33:42, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.8929, top1_acc: 0.2711, top5_acc: 0.5047, loss_cls: 3.4315, loss: 5.3243, grad_norm: 6.9804 2021-07-03 01:06:51,162 - mmaction - INFO - Epoch [3][1220/3757] lr: 1.000e-02, eta: 6 days, 22:33:04, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.9172, top1_acc: 0.2562, top5_acc: 0.5203, loss_cls: 3.4702, loss: 5.3874, grad_norm: 7.1229 2021-07-03 01:07:12,668 - mmaction - INFO - Epoch [3][1240/3757] lr: 1.000e-02, eta: 6 days, 22:32:33, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.8554, top1_acc: 0.2898, top5_acc: 0.5297, loss_cls: 3.3306, loss: 5.1860, grad_norm: 6.8891 2021-07-03 01:07:33,714 - mmaction - INFO - Epoch [3][1260/3757] lr: 1.000e-02, eta: 6 days, 22:31:38, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.8328, top1_acc: 0.2852, top5_acc: 0.5578, loss_cls: 3.2385, loss: 5.0713, grad_norm: 6.9684 2021-07-03 01:07:55,364 - mmaction - INFO - Epoch [3][1280/3757] lr: 1.000e-02, eta: 6 days, 22:31:18, time: 1.082, data_time: 0.011, memory: 6921, loss_aux: 1.9073, top1_acc: 0.2602, top5_acc: 0.5234, loss_cls: 3.4223, loss: 5.3296, grad_norm: 7.0092 2021-07-03 01:08:16,618 - mmaction - INFO - Epoch [3][1300/3757] lr: 1.000e-02, eta: 6 days, 22:30:34, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.8375, top1_acc: 0.3086, top5_acc: 0.5336, loss_cls: 3.2926, loss: 5.1302, grad_norm: 6.8383 2021-07-03 01:08:37,697 - mmaction - INFO - Epoch [3][1320/3757] lr: 1.000e-02, eta: 6 days, 22:29:38, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.8125, top1_acc: 0.2797, top5_acc: 0.5297, loss_cls: 3.2925, loss: 5.1049, grad_norm: 6.8277 2021-07-03 01:08:59,713 - mmaction - INFO - Epoch [3][1340/3757] lr: 1.000e-02, eta: 6 days, 22:29:40, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.8957, top1_acc: 0.2820, top5_acc: 0.5148, loss_cls: 3.4129, loss: 5.3086, grad_norm: 7.1037 2021-07-03 01:09:20,674 - mmaction - INFO - Epoch [3][1360/3757] lr: 1.000e-02, eta: 6 days, 22:28:40, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.8724, top1_acc: 0.2641, top5_acc: 0.5141, loss_cls: 3.4040, loss: 5.2764, grad_norm: 6.9212 2021-07-03 01:09:41,955 - mmaction - INFO - Epoch [3][1380/3757] lr: 1.000e-02, eta: 6 days, 22:27:55, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.8508, top1_acc: 0.2820, top5_acc: 0.5359, loss_cls: 3.3158, loss: 5.1666, grad_norm: 7.0367 2021-07-03 01:10:03,040 - mmaction - INFO - Epoch [3][1400/3757] lr: 1.000e-02, eta: 6 days, 22:27:04, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.8440, top1_acc: 0.2742, top5_acc: 0.5391, loss_cls: 3.3260, loss: 5.1700, grad_norm: 6.9857 2021-07-03 01:10:24,067 - mmaction - INFO - Epoch [3][1420/3757] lr: 1.000e-02, eta: 6 days, 22:26:06, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.8774, top1_acc: 0.2562, top5_acc: 0.5219, loss_cls: 3.4110, loss: 5.2884, grad_norm: 7.0220 2021-07-03 01:10:45,754 - mmaction - INFO - Epoch [3][1440/3757] lr: 1.000e-02, eta: 6 days, 22:25:48, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.8781, top1_acc: 0.2703, top5_acc: 0.5297, loss_cls: 3.4115, loss: 5.2896, grad_norm: 6.9563 2021-07-03 01:11:06,693 - mmaction - INFO - Epoch [3][1460/3757] lr: 1.000e-02, eta: 6 days, 22:24:44, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.8573, top1_acc: 0.2773, top5_acc: 0.5336, loss_cls: 3.3295, loss: 5.1868, grad_norm: 6.8874 2021-07-03 01:11:27,734 - mmaction - INFO - Epoch [3][1480/3757] lr: 1.000e-02, eta: 6 days, 22:23:49, time: 1.054, data_time: 0.007, memory: 6921, loss_aux: 1.8519, top1_acc: 0.2758, top5_acc: 0.5211, loss_cls: 3.3512, loss: 5.2032, grad_norm: 6.8073 2021-07-03 01:11:49,138 - mmaction - INFO - Epoch [3][1500/3757] lr: 1.000e-02, eta: 6 days, 22:23:15, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.9042, top1_acc: 0.2648, top5_acc: 0.5133, loss_cls: 3.4179, loss: 5.3221, grad_norm: 6.8911 2021-07-03 01:12:10,254 - mmaction - INFO - Epoch [3][1520/3757] lr: 1.000e-02, eta: 6 days, 22:22:24, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.8477, top1_acc: 0.2641, top5_acc: 0.5391, loss_cls: 3.3170, loss: 5.1647, grad_norm: 6.9066 2021-07-03 01:12:31,038 - mmaction - INFO - Epoch [3][1540/3757] lr: 1.000e-02, eta: 6 days, 22:21:12, time: 1.039, data_time: 0.003, memory: 6921, loss_aux: 1.8365, top1_acc: 0.2914, top5_acc: 0.5453, loss_cls: 3.2617, loss: 5.0982, grad_norm: 6.6400 2021-07-03 01:12:52,965 - mmaction - INFO - Epoch [3][1560/3757] lr: 1.000e-02, eta: 6 days, 22:21:11, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.8380, top1_acc: 0.2867, top5_acc: 0.5352, loss_cls: 3.2978, loss: 5.1358, grad_norm: 6.8958 2021-07-03 01:13:14,513 - mmaction - INFO - Epoch [3][1580/3757] lr: 1.000e-02, eta: 6 days, 22:20:47, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.7952, top1_acc: 0.3008, top5_acc: 0.5414, loss_cls: 3.2189, loss: 5.0140, grad_norm: 6.8549 2021-07-03 01:13:35,531 - mmaction - INFO - Epoch [3][1600/3757] lr: 1.000e-02, eta: 6 days, 22:19:49, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.8256, top1_acc: 0.2961, top5_acc: 0.5383, loss_cls: 3.2833, loss: 5.1088, grad_norm: 6.8980 2021-07-03 01:13:57,527 - mmaction - INFO - Epoch [3][1620/3757] lr: 1.000e-02, eta: 6 days, 22:19:53, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.8075, top1_acc: 0.3023, top5_acc: 0.5625, loss_cls: 3.2082, loss: 5.0157, grad_norm: 6.8016 2021-07-03 01:14:18,694 - mmaction - INFO - Epoch [3][1640/3757] lr: 1.000e-02, eta: 6 days, 22:19:03, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.8863, top1_acc: 0.2641, top5_acc: 0.5219, loss_cls: 3.4316, loss: 5.3179, grad_norm: 6.9575 2021-07-03 01:14:39,586 - mmaction - INFO - Epoch [3][1660/3757] lr: 1.000e-02, eta: 6 days, 22:17:59, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.8029, top1_acc: 0.3016, top5_acc: 0.5727, loss_cls: 3.1903, loss: 4.9932, grad_norm: 6.7110 2021-07-03 01:15:00,723 - mmaction - INFO - Epoch [3][1680/3757] lr: 1.000e-02, eta: 6 days, 22:17:10, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.8185, top1_acc: 0.2852, top5_acc: 0.5250, loss_cls: 3.2878, loss: 5.1063, grad_norm: 7.0193 2021-07-03 01:15:21,691 - mmaction - INFO - Epoch [3][1700/3757] lr: 1.000e-02, eta: 6 days, 22:16:12, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.8186, top1_acc: 0.3047, top5_acc: 0.5422, loss_cls: 3.2320, loss: 5.0505, grad_norm: 6.8417 2021-07-03 01:15:42,777 - mmaction - INFO - Epoch [3][1720/3757] lr: 1.000e-02, eta: 6 days, 22:15:18, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.8659, top1_acc: 0.2773, top5_acc: 0.5391, loss_cls: 3.3387, loss: 5.2046, grad_norm: 6.8446 2021-07-03 01:16:04,139 - mmaction - INFO - Epoch [3][1740/3757] lr: 1.000e-02, eta: 6 days, 22:14:42, time: 1.068, data_time: 0.020, memory: 6921, loss_aux: 1.8209, top1_acc: 0.2758, top5_acc: 0.5344, loss_cls: 3.3211, loss: 5.1420, grad_norm: 6.7527 2021-07-03 01:16:25,697 - mmaction - INFO - Epoch [3][1760/3757] lr: 1.000e-02, eta: 6 days, 22:14:16, time: 1.076, data_time: 0.033, memory: 6921, loss_aux: 1.8275, top1_acc: 0.2750, top5_acc: 0.5281, loss_cls: 3.3165, loss: 5.1440, grad_norm: 6.8064 2021-07-03 01:16:47,055 - mmaction - INFO - Epoch [3][1780/3757] lr: 1.000e-02, eta: 6 days, 22:13:43, time: 1.070, data_time: 0.039, memory: 6921, loss_aux: 1.8419, top1_acc: 0.2867, top5_acc: 0.5422, loss_cls: 3.3182, loss: 5.1601, grad_norm: 6.9828 2021-07-03 01:17:08,422 - mmaction - INFO - Epoch [3][1800/3757] lr: 1.000e-02, eta: 6 days, 22:13:07, time: 1.068, data_time: 0.031, memory: 6921, loss_aux: 1.8701, top1_acc: 0.2797, top5_acc: 0.5016, loss_cls: 3.3892, loss: 5.2593, grad_norm: 6.9535 2021-07-03 01:17:30,032 - mmaction - INFO - Epoch [3][1820/3757] lr: 1.000e-02, eta: 6 days, 22:12:47, time: 1.081, data_time: 0.038, memory: 6921, loss_aux: 1.8264, top1_acc: 0.2859, top5_acc: 0.5156, loss_cls: 3.3045, loss: 5.1309, grad_norm: 6.8550 2021-07-03 01:17:50,865 - mmaction - INFO - Epoch [3][1840/3757] lr: 1.000e-02, eta: 6 days, 22:11:41, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.8507, top1_acc: 0.2758, top5_acc: 0.5273, loss_cls: 3.3127, loss: 5.1634, grad_norm: 7.1588 2021-07-03 01:18:11,709 - mmaction - INFO - Epoch [3][1860/3757] lr: 1.000e-02, eta: 6 days, 22:10:35, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.8752, top1_acc: 0.2672, top5_acc: 0.5352, loss_cls: 3.3470, loss: 5.2222, grad_norm: 7.0581 2021-07-03 01:18:32,737 - mmaction - INFO - Epoch [3][1880/3757] lr: 1.000e-02, eta: 6 days, 22:09:40, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.8380, top1_acc: 0.2773, top5_acc: 0.5328, loss_cls: 3.3414, loss: 5.1794, grad_norm: 6.8549 2021-07-03 01:18:54,869 - mmaction - INFO - Epoch [3][1900/3757] lr: 1.000e-02, eta: 6 days, 22:09:52, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.7979, top1_acc: 0.2953, top5_acc: 0.5703, loss_cls: 3.1778, loss: 4.9757, grad_norm: 6.6972 2021-07-03 01:19:16,596 - mmaction - INFO - Epoch [3][1920/3757] lr: 1.000e-02, eta: 6 days, 22:09:37, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.8364, top1_acc: 0.2742, top5_acc: 0.5445, loss_cls: 3.2884, loss: 5.1248, grad_norm: 7.0060 2021-07-03 01:19:37,748 - mmaction - INFO - Epoch [3][1940/3757] lr: 1.000e-02, eta: 6 days, 22:08:49, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.8086, top1_acc: 0.3039, top5_acc: 0.5570, loss_cls: 3.2427, loss: 5.0513, grad_norm: 6.7977 2021-07-03 01:19:58,745 - mmaction - INFO - Epoch [3][1960/3757] lr: 1.000e-02, eta: 6 days, 22:07:53, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.8371, top1_acc: 0.2766, top5_acc: 0.5367, loss_cls: 3.2879, loss: 5.1250, grad_norm: 7.2066 2021-07-03 01:20:19,861 - mmaction - INFO - Epoch [3][1980/3757] lr: 1.000e-02, eta: 6 days, 22:07:03, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.9104, top1_acc: 0.2539, top5_acc: 0.4977, loss_cls: 3.4354, loss: 5.3458, grad_norm: 7.0150 2021-07-03 01:20:41,346 - mmaction - INFO - Epoch [3][2000/3757] lr: 1.000e-02, eta: 6 days, 22:06:36, time: 1.075, data_time: 0.019, memory: 6921, loss_aux: 1.8736, top1_acc: 0.2945, top5_acc: 0.5203, loss_cls: 3.3525, loss: 5.2261, grad_norm: 6.9178 2021-07-03 01:21:02,632 - mmaction - INFO - Epoch [3][2020/3757] lr: 1.000e-02, eta: 6 days, 22:05:57, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.8980, top1_acc: 0.2578, top5_acc: 0.5133, loss_cls: 3.4758, loss: 5.3738, grad_norm: 6.8125 2021-07-03 01:21:24,441 - mmaction - INFO - Epoch [3][2040/3757] lr: 1.000e-02, eta: 6 days, 22:05:49, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.8427, top1_acc: 0.2906, top5_acc: 0.5594, loss_cls: 3.2964, loss: 5.1391, grad_norm: 6.9518 2021-07-03 01:21:45,681 - mmaction - INFO - Epoch [3][2060/3757] lr: 1.000e-02, eta: 6 days, 22:05:07, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.8539, top1_acc: 0.2898, top5_acc: 0.5328, loss_cls: 3.3347, loss: 5.1886, grad_norm: 7.0578 2021-07-03 01:22:07,670 - mmaction - INFO - Epoch [3][2080/3757] lr: 1.000e-02, eta: 6 days, 22:05:09, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.8571, top1_acc: 0.2930, top5_acc: 0.5406, loss_cls: 3.2954, loss: 5.1526, grad_norm: 6.9149 2021-07-03 01:22:29,402 - mmaction - INFO - Epoch [3][2100/3757] lr: 1.000e-02, eta: 6 days, 22:04:55, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.8349, top1_acc: 0.3023, top5_acc: 0.5500, loss_cls: 3.2609, loss: 5.0958, grad_norm: 6.8510 2021-07-03 01:22:50,356 - mmaction - INFO - Epoch [3][2120/3757] lr: 1.000e-02, eta: 6 days, 22:03:57, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.8728, top1_acc: 0.2898, top5_acc: 0.5500, loss_cls: 3.3323, loss: 5.2051, grad_norm: 6.8969 2021-07-03 01:23:11,816 - mmaction - INFO - Epoch [3][2140/3757] lr: 1.000e-02, eta: 6 days, 22:03:29, time: 1.074, data_time: 0.006, memory: 6921, loss_aux: 1.8570, top1_acc: 0.2828, top5_acc: 0.5328, loss_cls: 3.3300, loss: 5.1870, grad_norm: 6.9400 2021-07-03 01:23:32,794 - mmaction - INFO - Epoch [3][2160/3757] lr: 1.000e-02, eta: 6 days, 22:02:31, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.8607, top1_acc: 0.2602, top5_acc: 0.5281, loss_cls: 3.3745, loss: 5.2352, grad_norm: 6.9312 2021-07-03 01:23:53,769 - mmaction - INFO - Epoch [3][2180/3757] lr: 1.000e-02, eta: 6 days, 22:01:37, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.8467, top1_acc: 0.2961, top5_acc: 0.5453, loss_cls: 3.3204, loss: 5.1671, grad_norm: 6.6359 2021-07-03 01:24:15,391 - mmaction - INFO - Epoch [3][2200/3757] lr: 1.000e-02, eta: 6 days, 22:01:17, time: 1.081, data_time: 0.006, memory: 6921, loss_aux: 1.8471, top1_acc: 0.2945, top5_acc: 0.5383, loss_cls: 3.3304, loss: 5.1775, grad_norm: 6.8469 2021-07-03 01:24:36,396 - mmaction - INFO - Epoch [3][2220/3757] lr: 1.000e-02, eta: 6 days, 22:00:23, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.8627, top1_acc: 0.2805, top5_acc: 0.5227, loss_cls: 3.3631, loss: 5.2258, grad_norm: 6.9194 2021-07-03 01:24:57,434 - mmaction - INFO - Epoch [3][2240/3757] lr: 1.000e-02, eta: 6 days, 21:59:30, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.8352, top1_acc: 0.2859, top5_acc: 0.5367, loss_cls: 3.2755, loss: 5.1107, grad_norm: 6.8367 2021-07-03 01:25:19,748 - mmaction - INFO - Epoch [3][2260/3757] lr: 1.000e-02, eta: 6 days, 21:59:50, time: 1.116, data_time: 0.002, memory: 6921, loss_aux: 1.8858, top1_acc: 0.2727, top5_acc: 0.5305, loss_cls: 3.4147, loss: 5.3005, grad_norm: 6.8312 2021-07-03 01:25:40,588 - mmaction - INFO - Epoch [3][2280/3757] lr: 1.000e-02, eta: 6 days, 21:58:45, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.8305, top1_acc: 0.2961, top5_acc: 0.5437, loss_cls: 3.2742, loss: 5.1047, grad_norm: 6.8558 2021-07-03 01:26:02,601 - mmaction - INFO - Epoch [3][2300/3757] lr: 1.000e-02, eta: 6 days, 21:58:48, time: 1.101, data_time: 0.061, memory: 6921, loss_aux: 1.8090, top1_acc: 0.2945, top5_acc: 0.5477, loss_cls: 3.2309, loss: 5.0399, grad_norm: 6.8505 2021-07-03 01:26:24,254 - mmaction - INFO - Epoch [3][2320/3757] lr: 1.000e-02, eta: 6 days, 21:58:29, time: 1.081, data_time: 0.059, memory: 6921, loss_aux: 1.8498, top1_acc: 0.2906, top5_acc: 0.5320, loss_cls: 3.3021, loss: 5.1519, grad_norm: 6.9791 2021-07-03 01:26:45,111 - mmaction - INFO - Epoch [3][2340/3757] lr: 1.000e-02, eta: 6 days, 21:57:27, time: 1.042, data_time: 0.005, memory: 6921, loss_aux: 1.8023, top1_acc: 0.3047, top5_acc: 0.5414, loss_cls: 3.2500, loss: 5.0523, grad_norm: 6.8306 2021-07-03 01:27:05,956 - mmaction - INFO - Epoch [3][2360/3757] lr: 1.000e-02, eta: 6 days, 21:56:23, time: 1.041, data_time: 0.004, memory: 6921, loss_aux: 1.8272, top1_acc: 0.2922, top5_acc: 0.5367, loss_cls: 3.3013, loss: 5.1286, grad_norm: 6.9112 2021-07-03 01:27:27,015 - mmaction - INFO - Epoch [3][2380/3757] lr: 1.000e-02, eta: 6 days, 21:55:32, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.8869, top1_acc: 0.2672, top5_acc: 0.5312, loss_cls: 3.3945, loss: 5.2814, grad_norm: 6.7987 2021-07-03 01:27:48,618 - mmaction - INFO - Epoch [3][2400/3757] lr: 1.000e-02, eta: 6 days, 21:55:15, time: 1.083, data_time: 0.046, memory: 6921, loss_aux: 1.7992, top1_acc: 0.3008, top5_acc: 0.5469, loss_cls: 3.2230, loss: 5.0223, grad_norm: 6.7062 2021-07-03 01:28:09,709 - mmaction - INFO - Epoch [3][2420/3757] lr: 1.000e-02, eta: 6 days, 21:54:23, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.8470, top1_acc: 0.2898, top5_acc: 0.5344, loss_cls: 3.3609, loss: 5.2079, grad_norm: 6.8611 2021-07-03 01:28:30,861 - mmaction - INFO - Epoch [3][2440/3757] lr: 1.000e-02, eta: 6 days, 21:53:40, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.8609, top1_acc: 0.2812, top5_acc: 0.5242, loss_cls: 3.3458, loss: 5.2067, grad_norm: 6.8874 2021-07-03 01:28:51,855 - mmaction - INFO - Epoch [3][2460/3757] lr: 1.000e-02, eta: 6 days, 21:52:44, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.8357, top1_acc: 0.2852, top5_acc: 0.5359, loss_cls: 3.2997, loss: 5.1355, grad_norm: 6.8818 2021-07-03 01:29:14,103 - mmaction - INFO - Epoch [3][2480/3757] lr: 1.000e-02, eta: 6 days, 21:53:01, time: 1.113, data_time: 0.088, memory: 6921, loss_aux: 1.8294, top1_acc: 0.2805, top5_acc: 0.5391, loss_cls: 3.2802, loss: 5.1096, grad_norm: 6.7631 2021-07-03 01:29:35,133 - mmaction - INFO - Epoch [3][2500/3757] lr: 1.000e-02, eta: 6 days, 21:52:08, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.8231, top1_acc: 0.2734, top5_acc: 0.5250, loss_cls: 3.3294, loss: 5.1525, grad_norm: 7.0469 2021-07-03 01:29:56,521 - mmaction - INFO - Epoch [3][2520/3757] lr: 1.000e-02, eta: 6 days, 21:51:37, time: 1.070, data_time: 0.042, memory: 6921, loss_aux: 1.7948, top1_acc: 0.3102, top5_acc: 0.5664, loss_cls: 3.1885, loss: 4.9833, grad_norm: 6.9143 2021-07-03 01:30:17,395 - mmaction - INFO - Epoch [3][2540/3757] lr: 1.000e-02, eta: 6 days, 21:50:36, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.8107, top1_acc: 0.2906, top5_acc: 0.5453, loss_cls: 3.2587, loss: 5.0694, grad_norm: 6.9129 2021-07-03 01:30:38,765 - mmaction - INFO - Epoch [3][2560/3757] lr: 1.000e-02, eta: 6 days, 21:50:06, time: 1.071, data_time: 0.029, memory: 6921, loss_aux: 1.8235, top1_acc: 0.2961, top5_acc: 0.5273, loss_cls: 3.2540, loss: 5.0775, grad_norm: 6.7854 2021-07-03 01:30:59,735 - mmaction - INFO - Epoch [3][2580/3757] lr: 1.000e-02, eta: 6 days, 21:49:10, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.8334, top1_acc: 0.2883, top5_acc: 0.5266, loss_cls: 3.3329, loss: 5.1663, grad_norm: 6.8835 2021-07-03 01:31:20,849 - mmaction - INFO - Epoch [3][2600/3757] lr: 1.000e-02, eta: 6 days, 21:48:25, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.8044, top1_acc: 0.2961, top5_acc: 0.5469, loss_cls: 3.2756, loss: 5.0800, grad_norm: 6.7299 2021-07-03 01:31:42,446 - mmaction - INFO - Epoch [3][2620/3757] lr: 1.000e-02, eta: 6 days, 21:48:03, time: 1.078, data_time: 0.028, memory: 6921, loss_aux: 1.8213, top1_acc: 0.3094, top5_acc: 0.5508, loss_cls: 3.2479, loss: 5.0692, grad_norm: 6.7850 2021-07-03 01:32:03,592 - mmaction - INFO - Epoch [3][2640/3757] lr: 1.000e-02, eta: 6 days, 21:47:18, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.8380, top1_acc: 0.3023, top5_acc: 0.5445, loss_cls: 3.2208, loss: 5.0588, grad_norm: 6.7661 2021-07-03 01:32:24,465 - mmaction - INFO - Epoch [3][2660/3757] lr: 1.000e-02, eta: 6 days, 21:46:20, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.8411, top1_acc: 0.2781, top5_acc: 0.5320, loss_cls: 3.3296, loss: 5.1707, grad_norm: 6.9384 2021-07-03 01:32:45,519 - mmaction - INFO - Epoch [3][2680/3757] lr: 1.000e-02, eta: 6 days, 21:45:30, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.8258, top1_acc: 0.3031, top5_acc: 0.5547, loss_cls: 3.2471, loss: 5.0728, grad_norm: 6.7536 2021-07-03 01:33:06,507 - mmaction - INFO - Epoch [3][2700/3757] lr: 1.000e-02, eta: 6 days, 21:44:34, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.8471, top1_acc: 0.3109, top5_acc: 0.5547, loss_cls: 3.2641, loss: 5.1112, grad_norm: 6.8929 2021-07-03 01:33:28,117 - mmaction - INFO - Epoch [3][2720/3757] lr: 1.000e-02, eta: 6 days, 21:44:15, time: 1.081, data_time: 0.014, memory: 6921, loss_aux: 1.8626, top1_acc: 0.2922, top5_acc: 0.5289, loss_cls: 3.3680, loss: 5.2306, grad_norm: 6.9176 2021-07-03 01:33:49,634 - mmaction - INFO - Epoch [3][2740/3757] lr: 1.000e-02, eta: 6 days, 21:43:54, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.8144, top1_acc: 0.2922, top5_acc: 0.5484, loss_cls: 3.2875, loss: 5.1019, grad_norm: 6.7239 2021-07-03 01:34:11,829 - mmaction - INFO - Epoch [3][2760/3757] lr: 1.000e-02, eta: 6 days, 21:44:05, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.8151, top1_acc: 0.2883, top5_acc: 0.5391, loss_cls: 3.3008, loss: 5.1159, grad_norm: 6.8938 2021-07-03 01:34:32,769 - mmaction - INFO - Epoch [3][2780/3757] lr: 1.000e-02, eta: 6 days, 21:43:08, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.8201, top1_acc: 0.2914, top5_acc: 0.5219, loss_cls: 3.2725, loss: 5.0927, grad_norm: 6.8290 2021-07-03 01:34:53,826 - mmaction - INFO - Epoch [3][2800/3757] lr: 1.000e-02, eta: 6 days, 21:42:21, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.8317, top1_acc: 0.2984, top5_acc: 0.5437, loss_cls: 3.2860, loss: 5.1177, grad_norm: 6.9022 2021-07-03 01:35:15,155 - mmaction - INFO - Epoch [3][2820/3757] lr: 1.000e-02, eta: 6 days, 21:41:46, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.8667, top1_acc: 0.2883, top5_acc: 0.5383, loss_cls: 3.3639, loss: 5.2306, grad_norm: 6.9499 2021-07-03 01:35:36,078 - mmaction - INFO - Epoch [3][2840/3757] lr: 1.000e-02, eta: 6 days, 21:40:49, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.7929, top1_acc: 0.3102, top5_acc: 0.5516, loss_cls: 3.2314, loss: 5.0244, grad_norm: 6.7608 2021-07-03 01:35:57,238 - mmaction - INFO - Epoch [3][2860/3757] lr: 1.000e-02, eta: 6 days, 21:40:09, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.8004, top1_acc: 0.3102, top5_acc: 0.5617, loss_cls: 3.2212, loss: 5.0216, grad_norm: 6.8364 2021-07-03 01:36:18,924 - mmaction - INFO - Epoch [3][2880/3757] lr: 1.000e-02, eta: 6 days, 21:39:54, time: 1.085, data_time: 0.046, memory: 6921, loss_aux: 1.8192, top1_acc: 0.3086, top5_acc: 0.5406, loss_cls: 3.2475, loss: 5.0666, grad_norm: 6.8895 2021-07-03 01:36:40,113 - mmaction - INFO - Epoch [3][2900/3757] lr: 1.000e-02, eta: 6 days, 21:39:11, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.8289, top1_acc: 0.2906, top5_acc: 0.5266, loss_cls: 3.3460, loss: 5.1750, grad_norm: 6.8514 2021-07-03 01:37:00,934 - mmaction - INFO - Epoch [3][2920/3757] lr: 1.000e-02, eta: 6 days, 21:38:11, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.8507, top1_acc: 0.2875, top5_acc: 0.5344, loss_cls: 3.3714, loss: 5.2221, grad_norm: 6.7423 2021-07-03 01:37:22,972 - mmaction - INFO - Epoch [3][2940/3757] lr: 1.000e-02, eta: 6 days, 21:38:14, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.8358, top1_acc: 0.2805, top5_acc: 0.5516, loss_cls: 3.2700, loss: 5.1058, grad_norm: 6.9364 2021-07-03 01:37:44,412 - mmaction - INFO - Epoch [3][2960/3757] lr: 1.000e-02, eta: 6 days, 21:37:46, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.7954, top1_acc: 0.2984, top5_acc: 0.5547, loss_cls: 3.1964, loss: 4.9918, grad_norm: 6.8603 2021-07-03 01:38:06,175 - mmaction - INFO - Epoch [3][2980/3757] lr: 1.000e-02, eta: 6 days, 21:37:35, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.8606, top1_acc: 0.2750, top5_acc: 0.5328, loss_cls: 3.3392, loss: 5.1997, grad_norm: 7.0230 2021-07-03 01:38:27,051 - mmaction - INFO - Epoch [3][3000/3757] lr: 1.000e-02, eta: 6 days, 21:36:38, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.8141, top1_acc: 0.3086, top5_acc: 0.5469, loss_cls: 3.2074, loss: 5.0214, grad_norm: 6.8386 2021-07-03 01:38:48,426 - mmaction - INFO - Epoch [3][3020/3757] lr: 1.000e-02, eta: 6 days, 21:36:05, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.8620, top1_acc: 0.2883, top5_acc: 0.5352, loss_cls: 3.3254, loss: 5.1874, grad_norm: 6.8337 2021-07-03 01:39:09,413 - mmaction - INFO - Epoch [3][3040/3757] lr: 1.000e-02, eta: 6 days, 21:35:14, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.8272, top1_acc: 0.2883, top5_acc: 0.5398, loss_cls: 3.3040, loss: 5.1312, grad_norm: 6.9770 2021-07-03 01:39:30,452 - mmaction - INFO - Epoch [3][3060/3757] lr: 1.000e-02, eta: 6 days, 21:34:25, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.8193, top1_acc: 0.2938, top5_acc: 0.5430, loss_cls: 3.2563, loss: 5.0756, grad_norm: 6.7829 2021-07-03 01:39:51,534 - mmaction - INFO - Epoch [3][3080/3757] lr: 1.000e-02, eta: 6 days, 21:33:39, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.7912, top1_acc: 0.3117, top5_acc: 0.5570, loss_cls: 3.1765, loss: 4.9677, grad_norm: 6.9076 2021-07-03 01:40:12,501 - mmaction - INFO - Epoch [3][3100/3757] lr: 1.000e-02, eta: 6 days, 21:32:47, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.8124, top1_acc: 0.2977, top5_acc: 0.5398, loss_cls: 3.2723, loss: 5.0848, grad_norm: 7.0045 2021-07-03 01:40:33,392 - mmaction - INFO - Epoch [3][3120/3757] lr: 1.000e-02, eta: 6 days, 21:31:51, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.8009, top1_acc: 0.3102, top5_acc: 0.5633, loss_cls: 3.1675, loss: 4.9684, grad_norm: 6.6932 2021-07-03 01:40:54,562 - mmaction - INFO - Epoch [3][3140/3757] lr: 1.000e-02, eta: 6 days, 21:31:10, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.8068, top1_acc: 0.2906, top5_acc: 0.5477, loss_cls: 3.2453, loss: 5.0521, grad_norm: 7.0015 2021-07-03 01:41:15,977 - mmaction - INFO - Epoch [3][3160/3757] lr: 1.000e-02, eta: 6 days, 21:30:41, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.8103, top1_acc: 0.2977, top5_acc: 0.5406, loss_cls: 3.2467, loss: 5.0570, grad_norm: 6.6977 2021-07-03 01:41:37,324 - mmaction - INFO - Epoch [3][3180/3757] lr: 1.000e-02, eta: 6 days, 21:30:08, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.7857, top1_acc: 0.3039, top5_acc: 0.5563, loss_cls: 3.1976, loss: 4.9834, grad_norm: 6.6723 2021-07-03 01:41:58,791 - mmaction - INFO - Epoch [3][3200/3757] lr: 1.000e-02, eta: 6 days, 21:29:41, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.8083, top1_acc: 0.2859, top5_acc: 0.5477, loss_cls: 3.2368, loss: 5.0452, grad_norm: 6.7364 2021-07-03 01:42:19,859 - mmaction - INFO - Epoch [3][3220/3757] lr: 1.000e-02, eta: 6 days, 21:28:55, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.8329, top1_acc: 0.2961, top5_acc: 0.5320, loss_cls: 3.3233, loss: 5.1562, grad_norm: 6.6804 2021-07-03 01:42:41,057 - mmaction - INFO - Epoch [3][3240/3757] lr: 1.000e-02, eta: 6 days, 21:28:13, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.8164, top1_acc: 0.2859, top5_acc: 0.5453, loss_cls: 3.2813, loss: 5.0977, grad_norm: 6.8101 2021-07-03 01:43:01,868 - mmaction - INFO - Epoch [3][3260/3757] lr: 1.000e-02, eta: 6 days, 21:27:16, time: 1.043, data_time: 0.006, memory: 6921, loss_aux: 1.8435, top1_acc: 0.3000, top5_acc: 0.5320, loss_cls: 3.3121, loss: 5.1556, grad_norm: 6.9177 2021-07-03 01:43:23,705 - mmaction - INFO - Epoch [3][3280/3757] lr: 1.000e-02, eta: 6 days, 21:27:10, time: 1.093, data_time: 0.054, memory: 6921, loss_aux: 1.7783, top1_acc: 0.2969, top5_acc: 0.5445, loss_cls: 3.1883, loss: 4.9666, grad_norm: 6.8451 2021-07-03 01:43:45,012 - mmaction - INFO - Epoch [3][3300/3757] lr: 1.000e-02, eta: 6 days, 21:26:36, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.7839, top1_acc: 0.3102, top5_acc: 0.5477, loss_cls: 3.2705, loss: 5.0544, grad_norm: 7.0613 2021-07-03 01:44:05,960 - mmaction - INFO - Epoch [3][3320/3757] lr: 1.000e-02, eta: 6 days, 21:25:43, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.8642, top1_acc: 0.2758, top5_acc: 0.5078, loss_cls: 3.4117, loss: 5.2759, grad_norm: 6.8145 2021-07-03 01:44:27,133 - mmaction - INFO - Epoch [3][3340/3757] lr: 1.000e-02, eta: 6 days, 21:25:01, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.8312, top1_acc: 0.2820, top5_acc: 0.5258, loss_cls: 3.3212, loss: 5.1524, grad_norm: 6.8391 2021-07-03 01:44:48,277 - mmaction - INFO - Epoch [3][3360/3757] lr: 1.000e-02, eta: 6 days, 21:24:20, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.8566, top1_acc: 0.2984, top5_acc: 0.5203, loss_cls: 3.3427, loss: 5.1993, grad_norm: 6.9097 2021-07-03 01:45:09,519 - mmaction - INFO - Epoch [3][3380/3757] lr: 1.000e-02, eta: 6 days, 21:23:44, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.8485, top1_acc: 0.2812, top5_acc: 0.5344, loss_cls: 3.3544, loss: 5.2029, grad_norm: 6.8501 2021-07-03 01:45:30,459 - mmaction - INFO - Epoch [3][3400/3757] lr: 1.000e-02, eta: 6 days, 21:22:51, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.8469, top1_acc: 0.2820, top5_acc: 0.5312, loss_cls: 3.3386, loss: 5.1856, grad_norm: 6.8841 2021-07-03 01:45:51,727 - mmaction - INFO - Epoch [3][3420/3757] lr: 1.000e-02, eta: 6 days, 21:22:14, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.8578, top1_acc: 0.2836, top5_acc: 0.5203, loss_cls: 3.3569, loss: 5.2147, grad_norm: 6.7524 2021-07-03 01:46:12,699 - mmaction - INFO - Epoch [3][3440/3757] lr: 1.000e-02, eta: 6 days, 21:21:24, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.8446, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.2892, loss: 5.1338, grad_norm: 6.6698 2021-07-03 01:46:34,131 - mmaction - INFO - Epoch [3][3460/3757] lr: 1.000e-02, eta: 6 days, 21:20:58, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.7769, top1_acc: 0.3281, top5_acc: 0.5672, loss_cls: 3.1336, loss: 4.9105, grad_norm: 6.7846 2021-07-03 01:46:55,130 - mmaction - INFO - Epoch [3][3480/3757] lr: 1.000e-02, eta: 6 days, 21:20:08, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.7692, top1_acc: 0.3203, top5_acc: 0.5773, loss_cls: 3.1278, loss: 4.8970, grad_norm: 6.6059 2021-07-03 01:47:17,141 - mmaction - INFO - Epoch [3][3500/3757] lr: 1.000e-02, eta: 6 days, 21:20:11, time: 1.102, data_time: 0.066, memory: 6921, loss_aux: 1.8427, top1_acc: 0.2844, top5_acc: 0.5258, loss_cls: 3.3482, loss: 5.1909, grad_norm: 6.8651 2021-07-03 01:47:38,175 - mmaction - INFO - Epoch [3][3520/3757] lr: 1.000e-02, eta: 6 days, 21:19:23, time: 1.051, data_time: 0.015, memory: 6921, loss_aux: 1.8079, top1_acc: 0.2969, top5_acc: 0.5312, loss_cls: 3.2376, loss: 5.0454, grad_norm: 6.6163 2021-07-03 01:47:59,334 - mmaction - INFO - Epoch [3][3540/3757] lr: 1.000e-02, eta: 6 days, 21:18:42, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.7677, top1_acc: 0.3266, top5_acc: 0.5484, loss_cls: 3.1567, loss: 4.9244, grad_norm: 6.6816 2021-07-03 01:48:20,165 - mmaction - INFO - Epoch [3][3560/3757] lr: 1.000e-02, eta: 6 days, 21:17:46, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.7987, top1_acc: 0.3148, top5_acc: 0.5539, loss_cls: 3.1992, loss: 4.9979, grad_norm: 6.8464 2021-07-03 01:48:41,892 - mmaction - INFO - Epoch [3][3580/3757] lr: 1.000e-02, eta: 6 days, 21:17:33, time: 1.086, data_time: 0.001, memory: 6921, loss_aux: 1.7709, top1_acc: 0.3016, top5_acc: 0.5516, loss_cls: 3.1937, loss: 4.9645, grad_norm: 6.7683 2021-07-03 01:49:03,012 - mmaction - INFO - Epoch [3][3600/3757] lr: 1.000e-02, eta: 6 days, 21:16:51, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.7652, top1_acc: 0.3148, top5_acc: 0.5695, loss_cls: 3.1497, loss: 4.9149, grad_norm: 6.6960 2021-07-03 01:49:24,150 - mmaction - INFO - Epoch [3][3620/3757] lr: 1.000e-02, eta: 6 days, 21:16:08, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.8431, top1_acc: 0.3016, top5_acc: 0.5453, loss_cls: 3.2715, loss: 5.1146, grad_norm: 6.9521 2021-07-03 01:49:45,176 - mmaction - INFO - Epoch [3][3640/3757] lr: 1.000e-02, eta: 6 days, 21:15:19, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.7181, top1_acc: 0.3336, top5_acc: 0.5633, loss_cls: 3.0973, loss: 4.8153, grad_norm: 6.5396 2021-07-03 01:50:06,615 - mmaction - INFO - Epoch [3][3660/3757] lr: 1.000e-02, eta: 6 days, 21:14:54, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.8066, top1_acc: 0.3070, top5_acc: 0.5477, loss_cls: 3.2473, loss: 5.0538, grad_norm: 6.6897 2021-07-03 01:50:27,400 - mmaction - INFO - Epoch [3][3680/3757] lr: 1.000e-02, eta: 6 days, 21:13:56, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 1.7963, top1_acc: 0.3125, top5_acc: 0.5578, loss_cls: 3.2312, loss: 5.0275, grad_norm: 6.8911 2021-07-03 01:50:48,765 - mmaction - INFO - Epoch [3][3700/3757] lr: 1.000e-02, eta: 6 days, 21:13:25, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.7597, top1_acc: 0.3117, top5_acc: 0.5594, loss_cls: 3.1384, loss: 4.8980, grad_norm: 6.6713 2021-07-03 01:51:10,427 - mmaction - INFO - Epoch [3][3720/3757] lr: 1.000e-02, eta: 6 days, 21:13:10, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.7526, top1_acc: 0.2883, top5_acc: 0.5773, loss_cls: 3.1573, loss: 4.9099, grad_norm: 6.7092 2021-07-03 01:51:32,051 - mmaction - INFO - Epoch [3][3740/3757] lr: 1.000e-02, eta: 6 days, 21:12:53, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.7821, top1_acc: 0.3078, top5_acc: 0.5664, loss_cls: 3.1901, loss: 4.9722, grad_norm: 6.8687 2021-07-03 01:51:50,255 - mmaction - INFO - Saving checkpoint at 3 epochs 2021-07-03 01:52:52,985 - mmaction - INFO - Epoch [4][20/3757] lr: 1.000e-02, eta: 6 days, 21:29:35, time: 3.057, data_time: 2.017, memory: 6921, loss_aux: 1.7655, top1_acc: 0.2992, top5_acc: 0.5594, loss_cls: 3.2097, loss: 4.9751, grad_norm: 6.7270 2021-07-03 01:53:13,958 - mmaction - INFO - Epoch [4][40/3757] lr: 1.000e-02, eta: 6 days, 21:28:45, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.8005, top1_acc: 0.3164, top5_acc: 0.5461, loss_cls: 3.1537, loss: 4.9542, grad_norm: 6.6890 2021-07-03 01:53:36,052 - mmaction - INFO - Epoch [4][60/3757] lr: 1.000e-02, eta: 6 days, 21:28:46, time: 1.103, data_time: 0.043, memory: 6921, loss_aux: 1.7697, top1_acc: 0.3016, top5_acc: 0.5508, loss_cls: 3.1656, loss: 4.9353, grad_norm: 6.8899 2021-07-03 01:53:57,689 - mmaction - INFO - Epoch [4][80/3757] lr: 1.000e-02, eta: 6 days, 21:28:29, time: 1.083, data_time: 0.041, memory: 6921, loss_aux: 1.7674, top1_acc: 0.3273, top5_acc: 0.5750, loss_cls: 3.1176, loss: 4.8850, grad_norm: 6.9941 2021-07-03 01:54:18,822 - mmaction - INFO - Epoch [4][100/3757] lr: 1.000e-02, eta: 6 days, 21:27:45, time: 1.056, data_time: 0.013, memory: 6921, loss_aux: 1.8056, top1_acc: 0.2961, top5_acc: 0.5563, loss_cls: 3.1934, loss: 4.9990, grad_norm: 6.8587 2021-07-03 01:54:41,040 - mmaction - INFO - Epoch [4][120/3757] lr: 1.000e-02, eta: 6 days, 21:27:56, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.8405, top1_acc: 0.3055, top5_acc: 0.5578, loss_cls: 3.2589, loss: 5.0993, grad_norm: 6.7722 2021-07-03 01:55:01,980 - mmaction - INFO - Epoch [4][140/3757] lr: 1.000e-02, eta: 6 days, 21:27:01, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.8380, top1_acc: 0.2797, top5_acc: 0.5375, loss_cls: 3.2967, loss: 5.1347, grad_norm: 6.8051 2021-07-03 01:55:22,925 - mmaction - INFO - Epoch [4][160/3757] lr: 1.000e-02, eta: 6 days, 21:26:11, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.7820, top1_acc: 0.2953, top5_acc: 0.5609, loss_cls: 3.1828, loss: 4.9648, grad_norm: 6.7700 2021-07-03 01:55:44,120 - mmaction - INFO - Epoch [4][180/3757] lr: 1.000e-02, eta: 6 days, 21:25:30, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.8053, top1_acc: 0.2898, top5_acc: 0.5406, loss_cls: 3.3047, loss: 5.1100, grad_norm: 6.9240 2021-07-03 01:56:06,196 - mmaction - INFO - Epoch [4][200/3757] lr: 1.000e-02, eta: 6 days, 21:25:32, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.7613, top1_acc: 0.3148, top5_acc: 0.5641, loss_cls: 3.1454, loss: 4.9068, grad_norm: 6.7360 2021-07-03 01:56:27,292 - mmaction - INFO - Epoch [4][220/3757] lr: 1.000e-02, eta: 6 days, 21:24:50, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.8134, top1_acc: 0.2984, top5_acc: 0.5508, loss_cls: 3.2327, loss: 5.0461, grad_norm: 6.7917 2021-07-03 01:56:48,499 - mmaction - INFO - Epoch [4][240/3757] lr: 1.000e-02, eta: 6 days, 21:24:11, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.7790, top1_acc: 0.2930, top5_acc: 0.5461, loss_cls: 3.2569, loss: 5.0359, grad_norm: 6.8280 2021-07-03 01:57:09,832 - mmaction - INFO - Epoch [4][260/3757] lr: 1.000e-02, eta: 6 days, 21:23:37, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.7872, top1_acc: 0.3133, top5_acc: 0.5523, loss_cls: 3.1773, loss: 4.9644, grad_norm: 6.6267 2021-07-03 01:57:31,340 - mmaction - INFO - Epoch [4][280/3757] lr: 1.000e-02, eta: 6 days, 21:23:13, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.7934, top1_acc: 0.2945, top5_acc: 0.5641, loss_cls: 3.2186, loss: 5.0119, grad_norm: 6.9249 2021-07-03 01:57:52,511 - mmaction - INFO - Epoch [4][300/3757] lr: 1.000e-02, eta: 6 days, 21:22:31, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.7686, top1_acc: 0.3000, top5_acc: 0.5648, loss_cls: 3.1621, loss: 4.9307, grad_norm: 6.6986 2021-07-03 01:58:14,026 - mmaction - INFO - Epoch [4][320/3757] lr: 1.000e-02, eta: 6 days, 21:22:08, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.7700, top1_acc: 0.3125, top5_acc: 0.5797, loss_cls: 3.1615, loss: 4.9315, grad_norm: 6.8435 2021-07-03 01:58:35,512 - mmaction - INFO - Epoch [4][340/3757] lr: 1.000e-02, eta: 6 days, 21:21:41, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.7662, top1_acc: 0.2961, top5_acc: 0.5461, loss_cls: 3.1922, loss: 4.9584, grad_norm: 6.7881 2021-07-03 01:58:56,378 - mmaction - INFO - Epoch [4][360/3757] lr: 1.000e-02, eta: 6 days, 21:20:46, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 1.7703, top1_acc: 0.3430, top5_acc: 0.5742, loss_cls: 3.1228, loss: 4.8931, grad_norm: 6.6843 2021-07-03 01:59:17,458 - mmaction - INFO - Epoch [4][380/3757] lr: 1.000e-02, eta: 6 days, 21:20:02, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.8151, top1_acc: 0.3016, top5_acc: 0.5305, loss_cls: 3.2718, loss: 5.0869, grad_norm: 7.0145 2021-07-03 01:59:38,515 - mmaction - INFO - Epoch [4][400/3757] lr: 1.000e-02, eta: 6 days, 21:19:15, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.7047, top1_acc: 0.3289, top5_acc: 0.5703, loss_cls: 3.0974, loss: 4.8021, grad_norm: 6.5211 2021-07-03 02:00:00,410 - mmaction - INFO - Epoch [4][420/3757] lr: 1.000e-02, eta: 6 days, 21:19:11, time: 1.097, data_time: 0.007, memory: 6921, loss_aux: 1.7565, top1_acc: 0.3242, top5_acc: 0.5719, loss_cls: 3.1346, loss: 4.8911, grad_norm: 6.6057 2021-07-03 02:00:22,289 - mmaction - INFO - Epoch [4][440/3757] lr: 1.000e-02, eta: 6 days, 21:19:03, time: 1.092, data_time: 0.060, memory: 6921, loss_aux: 1.7994, top1_acc: 0.2852, top5_acc: 0.5531, loss_cls: 3.2663, loss: 5.0657, grad_norm: 6.9749 2021-07-03 02:00:42,902 - mmaction - INFO - Epoch [4][460/3757] lr: 1.000e-02, eta: 6 days, 21:17:56, time: 1.031, data_time: 0.003, memory: 6921, loss_aux: 1.7594, top1_acc: 0.3227, top5_acc: 0.5633, loss_cls: 3.1539, loss: 4.9134, grad_norm: 6.7120 2021-07-03 02:01:04,635 - mmaction - INFO - Epoch [4][480/3757] lr: 1.000e-02, eta: 6 days, 21:17:42, time: 1.086, data_time: 0.031, memory: 6921, loss_aux: 1.7617, top1_acc: 0.3312, top5_acc: 0.5758, loss_cls: 3.1063, loss: 4.8680, grad_norm: 6.7149 2021-07-03 02:01:25,581 - mmaction - INFO - Epoch [4][500/3757] lr: 1.000e-02, eta: 6 days, 21:16:52, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.8128, top1_acc: 0.2852, top5_acc: 0.5398, loss_cls: 3.2763, loss: 5.0891, grad_norm: 6.9173 2021-07-03 02:01:46,657 - mmaction - INFO - Epoch [4][520/3757] lr: 1.000e-02, eta: 6 days, 21:16:06, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.7738, top1_acc: 0.3125, top5_acc: 0.5648, loss_cls: 3.2004, loss: 4.9742, grad_norm: 6.8818 2021-07-03 02:02:08,155 - mmaction - INFO - Epoch [4][540/3757] lr: 1.000e-02, eta: 6 days, 21:15:42, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.7344, top1_acc: 0.3211, top5_acc: 0.5602, loss_cls: 3.1518, loss: 4.8862, grad_norm: 6.8105 2021-07-03 02:02:29,780 - mmaction - INFO - Epoch [4][560/3757] lr: 1.000e-02, eta: 6 days, 21:15:24, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.7958, top1_acc: 0.3063, top5_acc: 0.5469, loss_cls: 3.1973, loss: 4.9931, grad_norm: 6.7306 2021-07-03 02:02:50,762 - mmaction - INFO - Epoch [4][580/3757] lr: 1.000e-02, eta: 6 days, 21:14:35, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.7258, top1_acc: 0.3133, top5_acc: 0.5789, loss_cls: 3.1046, loss: 4.8304, grad_norm: 6.8150 2021-07-03 02:03:11,874 - mmaction - INFO - Epoch [4][600/3757] lr: 1.000e-02, eta: 6 days, 21:13:51, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.7879, top1_acc: 0.3117, top5_acc: 0.5492, loss_cls: 3.2334, loss: 5.0213, grad_norm: 7.0371 2021-07-03 02:03:32,923 - mmaction - INFO - Epoch [4][620/3757] lr: 1.000e-02, eta: 6 days, 21:13:05, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.7875, top1_acc: 0.3211, top5_acc: 0.5563, loss_cls: 3.1506, loss: 4.9381, grad_norm: 6.7721 2021-07-03 02:03:53,981 - mmaction - INFO - Epoch [4][640/3757] lr: 1.000e-02, eta: 6 days, 21:12:23, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.7887, top1_acc: 0.3195, top5_acc: 0.5547, loss_cls: 3.1767, loss: 4.9653, grad_norm: 6.9771 2021-07-03 02:04:15,963 - mmaction - INFO - Epoch [4][660/3757] lr: 1.000e-02, eta: 6 days, 21:12:20, time: 1.098, data_time: 0.001, memory: 6921, loss_aux: 1.6971, top1_acc: 0.3297, top5_acc: 0.5750, loss_cls: 3.0570, loss: 4.7540, grad_norm: 6.6727 2021-07-03 02:04:36,792 - mmaction - INFO - Epoch [4][680/3757] lr: 1.000e-02, eta: 6 days, 21:11:23, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.7731, top1_acc: 0.3047, top5_acc: 0.5539, loss_cls: 3.2342, loss: 5.0073, grad_norm: 6.8133 2021-07-03 02:04:57,947 - mmaction - INFO - Epoch [4][700/3757] lr: 1.000e-02, eta: 6 days, 21:10:44, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.8207, top1_acc: 0.2984, top5_acc: 0.5383, loss_cls: 3.2529, loss: 5.0736, grad_norm: 6.9063 2021-07-03 02:05:19,728 - mmaction - INFO - Epoch [4][720/3757] lr: 1.000e-02, eta: 6 days, 21:10:32, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.7592, top1_acc: 0.3000, top5_acc: 0.5672, loss_cls: 3.1647, loss: 4.9239, grad_norm: 6.8262 2021-07-03 02:05:40,774 - mmaction - INFO - Epoch [4][740/3757] lr: 1.000e-02, eta: 6 days, 21:09:45, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.7568, top1_acc: 0.3156, top5_acc: 0.5742, loss_cls: 3.1477, loss: 4.9045, grad_norm: 6.6899 2021-07-03 02:06:02,889 - mmaction - INFO - Epoch [4][760/3757] lr: 1.000e-02, eta: 6 days, 21:09:50, time: 1.108, data_time: 0.006, memory: 6921, loss_aux: 1.7816, top1_acc: 0.3039, top5_acc: 0.5625, loss_cls: 3.1831, loss: 4.9647, grad_norm: 6.7259 2021-07-03 02:06:23,817 - mmaction - INFO - Epoch [4][780/3757] lr: 1.000e-02, eta: 6 days, 21:08:58, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 1.7719, top1_acc: 0.3086, top5_acc: 0.5602, loss_cls: 3.2015, loss: 4.9734, grad_norm: 6.7629 2021-07-03 02:06:44,680 - mmaction - INFO - Epoch [4][800/3757] lr: 1.000e-02, eta: 6 days, 21:08:07, time: 1.046, data_time: 0.008, memory: 6921, loss_aux: 1.8381, top1_acc: 0.2758, top5_acc: 0.5359, loss_cls: 3.2952, loss: 5.1333, grad_norm: 6.7193 2021-07-03 02:07:06,953 - mmaction - INFO - Epoch [4][820/3757] lr: 1.000e-02, eta: 6 days, 21:08:17, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.7823, top1_acc: 0.3109, top5_acc: 0.5523, loss_cls: 3.1782, loss: 4.9606, grad_norm: 6.5762 2021-07-03 02:07:27,963 - mmaction - INFO - Epoch [4][840/3757] lr: 1.000e-02, eta: 6 days, 21:07:29, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.7498, top1_acc: 0.3156, top5_acc: 0.5594, loss_cls: 3.1580, loss: 4.9078, grad_norm: 6.8251 2021-07-03 02:07:49,034 - mmaction - INFO - Epoch [4][860/3757] lr: 1.000e-02, eta: 6 days, 21:06:47, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.7799, top1_acc: 0.3102, top5_acc: 0.5430, loss_cls: 3.2074, loss: 4.9873, grad_norm: 6.6885 2021-07-03 02:08:10,256 - mmaction - INFO - Epoch [4][880/3757] lr: 1.000e-02, eta: 6 days, 21:06:10, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.7903, top1_acc: 0.3063, top5_acc: 0.5523, loss_cls: 3.1744, loss: 4.9647, grad_norm: 6.7251 2021-07-03 02:08:31,899 - mmaction - INFO - Epoch [4][900/3757] lr: 1.000e-02, eta: 6 days, 21:05:51, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.7293, top1_acc: 0.3234, top5_acc: 0.5805, loss_cls: 3.0734, loss: 4.8026, grad_norm: 6.8787 2021-07-03 02:08:53,052 - mmaction - INFO - Epoch [4][920/3757] lr: 1.000e-02, eta: 6 days, 21:05:12, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.7451, top1_acc: 0.2875, top5_acc: 0.5711, loss_cls: 3.1218, loss: 4.8669, grad_norm: 6.7984 2021-07-03 02:09:14,891 - mmaction - INFO - Epoch [4][940/3757] lr: 1.000e-02, eta: 6 days, 21:05:04, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 1.8019, top1_acc: 0.3047, top5_acc: 0.5563, loss_cls: 3.2503, loss: 5.0522, grad_norm: 6.7603 2021-07-03 02:09:35,951 - mmaction - INFO - Epoch [4][960/3757] lr: 1.000e-02, eta: 6 days, 21:04:20, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.7942, top1_acc: 0.3125, top5_acc: 0.5703, loss_cls: 3.1640, loss: 4.9582, grad_norm: 6.8340 2021-07-03 02:09:57,922 - mmaction - INFO - Epoch [4][980/3757] lr: 1.000e-02, eta: 6 days, 21:04:17, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.7797, top1_acc: 0.2977, top5_acc: 0.5586, loss_cls: 3.2056, loss: 4.9853, grad_norm: 6.8687 2021-07-03 02:10:19,373 - mmaction - INFO - Epoch [4][1000/3757] lr: 1.000e-02, eta: 6 days, 21:03:50, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.7367, top1_acc: 0.3203, top5_acc: 0.5656, loss_cls: 3.1168, loss: 4.8535, grad_norm: 6.7230 2021-07-03 02:10:40,591 - mmaction - INFO - Epoch [4][1020/3757] lr: 1.000e-02, eta: 6 days, 21:03:12, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.7598, top1_acc: 0.3164, top5_acc: 0.5695, loss_cls: 3.0987, loss: 4.8585, grad_norm: 6.8219 2021-07-03 02:11:02,383 - mmaction - INFO - Epoch [4][1040/3757] lr: 1.000e-02, eta: 6 days, 21:03:02, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.7185, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0654, loss: 4.7838, grad_norm: 6.6666 2021-07-03 02:11:23,387 - mmaction - INFO - Epoch [4][1060/3757] lr: 1.000e-02, eta: 6 days, 21:02:15, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.7352, top1_acc: 0.3242, top5_acc: 0.5781, loss_cls: 3.1039, loss: 4.8391, grad_norm: 6.6759 2021-07-03 02:11:44,344 - mmaction - INFO - Epoch [4][1080/3757] lr: 1.000e-02, eta: 6 days, 21:01:28, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.7641, top1_acc: 0.3156, top5_acc: 0.5859, loss_cls: 3.1249, loss: 4.8890, grad_norm: 6.7244 2021-07-03 02:12:05,395 - mmaction - INFO - Epoch [4][1100/3757] lr: 1.000e-02, eta: 6 days, 21:00:44, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.7764, top1_acc: 0.3047, top5_acc: 0.5586, loss_cls: 3.2083, loss: 4.9848, grad_norm: 6.8222 2021-07-03 02:12:26,739 - mmaction - INFO - Epoch [4][1120/3757] lr: 1.000e-02, eta: 6 days, 21:00:12, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.7751, top1_acc: 0.3070, top5_acc: 0.5664, loss_cls: 3.1938, loss: 4.9689, grad_norm: 6.9225 2021-07-03 02:12:48,021 - mmaction - INFO - Epoch [4][1140/3757] lr: 1.000e-02, eta: 6 days, 20:59:38, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.8174, top1_acc: 0.3148, top5_acc: 0.5500, loss_cls: 3.2398, loss: 5.0572, grad_norm: 6.9561 2021-07-03 02:13:09,337 - mmaction - INFO - Epoch [4][1160/3757] lr: 1.000e-02, eta: 6 days, 20:59:07, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.7988, top1_acc: 0.3102, top5_acc: 0.5758, loss_cls: 3.1955, loss: 4.9943, grad_norm: 6.7963 2021-07-03 02:13:30,974 - mmaction - INFO - Epoch [4][1180/3757] lr: 1.000e-02, eta: 6 days, 20:58:48, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.7396, top1_acc: 0.3227, top5_acc: 0.5711, loss_cls: 3.0968, loss: 4.8365, grad_norm: 6.5442 2021-07-03 02:13:52,947 - mmaction - INFO - Epoch [4][1200/3757] lr: 1.000e-02, eta: 6 days, 20:58:45, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.7729, top1_acc: 0.3125, top5_acc: 0.5414, loss_cls: 3.1913, loss: 4.9642, grad_norm: 6.7870 2021-07-03 02:14:13,806 - mmaction - INFO - Epoch [4][1220/3757] lr: 1.000e-02, eta: 6 days, 20:57:52, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.7293, top1_acc: 0.3211, top5_acc: 0.5758, loss_cls: 3.0938, loss: 4.8232, grad_norm: 6.6694 2021-07-03 02:14:34,814 - mmaction - INFO - Epoch [4][1240/3757] lr: 1.000e-02, eta: 6 days, 20:57:08, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.7538, top1_acc: 0.3109, top5_acc: 0.5789, loss_cls: 3.0891, loss: 4.8429, grad_norm: 6.8876 2021-07-03 02:14:55,994 - mmaction - INFO - Epoch [4][1260/3757] lr: 1.000e-02, eta: 6 days, 20:56:29, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.7872, top1_acc: 0.3086, top5_acc: 0.5523, loss_cls: 3.1899, loss: 4.9771, grad_norm: 7.0043 2021-07-03 02:15:17,364 - mmaction - INFO - Epoch [4][1280/3757] lr: 1.000e-02, eta: 6 days, 20:55:59, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.7559, top1_acc: 0.3219, top5_acc: 0.5656, loss_cls: 3.1389, loss: 4.8948, grad_norm: 6.6694 2021-07-03 02:15:38,708 - mmaction - INFO - Epoch [4][1300/3757] lr: 1.000e-02, eta: 6 days, 20:55:28, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.7916, top1_acc: 0.3031, top5_acc: 0.5516, loss_cls: 3.2458, loss: 5.0373, grad_norm: 6.7823 2021-07-03 02:16:00,195 - mmaction - INFO - Epoch [4][1320/3757] lr: 1.000e-02, eta: 6 days, 20:55:05, time: 1.076, data_time: 0.006, memory: 6921, loss_aux: 1.7428, top1_acc: 0.3125, top5_acc: 0.5750, loss_cls: 3.0672, loss: 4.8099, grad_norm: 6.8011 2021-07-03 02:16:21,130 - mmaction - INFO - Epoch [4][1340/3757] lr: 1.000e-02, eta: 6 days, 20:54:17, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.7834, top1_acc: 0.3102, top5_acc: 0.5578, loss_cls: 3.1839, loss: 4.9674, grad_norm: 6.8165 2021-07-03 02:16:42,703 - mmaction - INFO - Epoch [4][1360/3757] lr: 1.000e-02, eta: 6 days, 20:53:55, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.7622, top1_acc: 0.3172, top5_acc: 0.5852, loss_cls: 3.1509, loss: 4.9131, grad_norm: 6.7564 2021-07-03 02:17:03,834 - mmaction - INFO - Epoch [4][1380/3757] lr: 1.000e-02, eta: 6 days, 20:53:16, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.7039, top1_acc: 0.3312, top5_acc: 0.5883, loss_cls: 3.0357, loss: 4.7396, grad_norm: 6.8656 2021-07-03 02:17:25,204 - mmaction - INFO - Epoch [4][1400/3757] lr: 1.000e-02, eta: 6 days, 20:52:47, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.7597, top1_acc: 0.3148, top5_acc: 0.5687, loss_cls: 3.1806, loss: 4.9403, grad_norm: 6.9521 2021-07-03 02:17:46,121 - mmaction - INFO - Epoch [4][1420/3757] lr: 1.000e-02, eta: 6 days, 20:51:58, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.7839, top1_acc: 0.3086, top5_acc: 0.5586, loss_cls: 3.2132, loss: 4.9971, grad_norm: 6.7402 2021-07-03 02:18:07,970 - mmaction - INFO - Epoch [4][1440/3757] lr: 1.000e-02, eta: 6 days, 20:51:49, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.7559, top1_acc: 0.3039, top5_acc: 0.5852, loss_cls: 3.1234, loss: 4.8793, grad_norm: 6.6773 2021-07-03 02:18:29,765 - mmaction - INFO - Epoch [4][1460/3757] lr: 1.000e-02, eta: 6 days, 20:51:39, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.7793, top1_acc: 0.3063, top5_acc: 0.5578, loss_cls: 3.2303, loss: 5.0096, grad_norm: 6.9482 2021-07-03 02:18:50,656 - mmaction - INFO - Epoch [4][1480/3757] lr: 1.000e-02, eta: 6 days, 20:50:46, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.7889, top1_acc: 0.2961, top5_acc: 0.5484, loss_cls: 3.2201, loss: 5.0090, grad_norm: 6.8792 2021-07-03 02:19:11,626 - mmaction - INFO - Epoch [4][1500/3757] lr: 1.000e-02, eta: 6 days, 20:50:03, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.7698, top1_acc: 0.3250, top5_acc: 0.5617, loss_cls: 3.1903, loss: 4.9601, grad_norm: 6.6961 2021-07-03 02:19:32,961 - mmaction - INFO - Epoch [4][1520/3757] lr: 1.000e-02, eta: 6 days, 20:49:31, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.7470, top1_acc: 0.3281, top5_acc: 0.5625, loss_cls: 3.1249, loss: 4.8719, grad_norm: 6.6084 2021-07-03 02:19:54,950 - mmaction - INFO - Epoch [4][1540/3757] lr: 1.000e-02, eta: 6 days, 20:49:26, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.7519, top1_acc: 0.3195, top5_acc: 0.5711, loss_cls: 3.1594, loss: 4.9113, grad_norm: 6.5728 2021-07-03 02:20:15,914 - mmaction - INFO - Epoch [4][1560/3757] lr: 1.000e-02, eta: 6 days, 20:48:41, time: 1.049, data_time: 0.007, memory: 6921, loss_aux: 1.7628, top1_acc: 0.3156, top5_acc: 0.5578, loss_cls: 3.1792, loss: 4.9419, grad_norm: 6.7929 2021-07-03 02:20:36,893 - mmaction - INFO - Epoch [4][1580/3757] lr: 1.000e-02, eta: 6 days, 20:47:55, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.7314, top1_acc: 0.3047, top5_acc: 0.5672, loss_cls: 3.1017, loss: 4.8332, grad_norm: 6.8563 2021-07-03 02:20:58,328 - mmaction - INFO - Epoch [4][1600/3757] lr: 1.000e-02, eta: 6 days, 20:47:30, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.7782, top1_acc: 0.3016, top5_acc: 0.5664, loss_cls: 3.2072, loss: 4.9854, grad_norm: 6.7758 2021-07-03 02:21:19,970 - mmaction - INFO - Epoch [4][1620/3757] lr: 1.000e-02, eta: 6 days, 20:47:12, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.7961, top1_acc: 0.2906, top5_acc: 0.5492, loss_cls: 3.2324, loss: 5.0285, grad_norm: 6.7366 2021-07-03 02:21:41,188 - mmaction - INFO - Epoch [4][1640/3757] lr: 1.000e-02, eta: 6 days, 20:46:37, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.7868, top1_acc: 0.3039, top5_acc: 0.5641, loss_cls: 3.2259, loss: 5.0127, grad_norm: 6.8906 2021-07-03 02:22:02,325 - mmaction - INFO - Epoch [4][1660/3757] lr: 1.000e-02, eta: 6 days, 20:45:57, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.7547, top1_acc: 0.2914, top5_acc: 0.5703, loss_cls: 3.1810, loss: 4.9357, grad_norm: 6.7193 2021-07-03 02:22:23,774 - mmaction - INFO - Epoch [4][1680/3757] lr: 1.000e-02, eta: 6 days, 20:45:33, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.7427, top1_acc: 0.3320, top5_acc: 0.5656, loss_cls: 3.1519, loss: 4.8946, grad_norm: 6.6208 2021-07-03 02:22:44,861 - mmaction - INFO - Epoch [4][1700/3757] lr: 1.000e-02, eta: 6 days, 20:44:51, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.7731, top1_acc: 0.3172, top5_acc: 0.5641, loss_cls: 3.1542, loss: 4.9273, grad_norm: 6.8347 2021-07-03 02:23:05,985 - mmaction - INFO - Epoch [4][1720/3757] lr: 1.000e-02, eta: 6 days, 20:44:12, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.7799, top1_acc: 0.3219, top5_acc: 0.5813, loss_cls: 3.1061, loss: 4.8860, grad_norm: 6.8181 2021-07-03 02:23:27,335 - mmaction - INFO - Epoch [4][1740/3757] lr: 1.000e-02, eta: 6 days, 20:43:42, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.7837, top1_acc: 0.2992, top5_acc: 0.5500, loss_cls: 3.2108, loss: 4.9945, grad_norm: 6.9238 2021-07-03 02:23:49,123 - mmaction - INFO - Epoch [4][1760/3757] lr: 1.000e-02, eta: 6 days, 20:43:30, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.7579, top1_acc: 0.3211, top5_acc: 0.5875, loss_cls: 3.1052, loss: 4.8631, grad_norm: 6.8810 2021-07-03 02:24:10,807 - mmaction - INFO - Epoch [4][1780/3757] lr: 1.000e-02, eta: 6 days, 20:43:14, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.7739, top1_acc: 0.3219, top5_acc: 0.5641, loss_cls: 3.1717, loss: 4.9455, grad_norm: 6.8932 2021-07-03 02:24:31,910 - mmaction - INFO - Epoch [4][1800/3757] lr: 1.000e-02, eta: 6 days, 20:42:34, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.7622, top1_acc: 0.3023, top5_acc: 0.5469, loss_cls: 3.1319, loss: 4.8941, grad_norm: 6.8306 2021-07-03 02:24:52,899 - mmaction - INFO - Epoch [4][1820/3757] lr: 1.000e-02, eta: 6 days, 20:41:50, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.7689, top1_acc: 0.3203, top5_acc: 0.5703, loss_cls: 3.1428, loss: 4.9117, grad_norm: 6.8330 2021-07-03 02:25:14,661 - mmaction - INFO - Epoch [4][1840/3757] lr: 1.000e-02, eta: 6 days, 20:41:37, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.7976, top1_acc: 0.3234, top5_acc: 0.5641, loss_cls: 3.2162, loss: 5.0139, grad_norm: 6.9261 2021-07-03 02:25:36,981 - mmaction - INFO - Epoch [4][1860/3757] lr: 1.000e-02, eta: 6 days, 20:41:49, time: 1.117, data_time: 0.005, memory: 6921, loss_aux: 1.7179, top1_acc: 0.3234, top5_acc: 0.5875, loss_cls: 3.0490, loss: 4.7668, grad_norm: 6.6849 2021-07-03 02:25:57,747 - mmaction - INFO - Epoch [4][1880/3757] lr: 1.000e-02, eta: 6 days, 20:40:54, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.7397, top1_acc: 0.3195, top5_acc: 0.5914, loss_cls: 3.1076, loss: 4.8473, grad_norm: 6.8752 2021-07-03 02:26:18,914 - mmaction - INFO - Epoch [4][1900/3757] lr: 1.000e-02, eta: 6 days, 20:40:17, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.7595, top1_acc: 0.3063, top5_acc: 0.5625, loss_cls: 3.1875, loss: 4.9471, grad_norm: 6.8713 2021-07-03 02:26:40,004 - mmaction - INFO - Epoch [4][1920/3757] lr: 1.000e-02, eta: 6 days, 20:39:36, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.7544, top1_acc: 0.3086, top5_acc: 0.5750, loss_cls: 3.1529, loss: 4.9073, grad_norm: 6.6053 2021-07-03 02:27:01,008 - mmaction - INFO - Epoch [4][1940/3757] lr: 1.000e-02, eta: 6 days, 20:38:54, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.7285, top1_acc: 0.3148, top5_acc: 0.5836, loss_cls: 3.0983, loss: 4.8268, grad_norm: 6.6882 2021-07-03 02:27:22,756 - mmaction - INFO - Epoch [4][1960/3757] lr: 1.000e-02, eta: 6 days, 20:38:38, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.7362, top1_acc: 0.3133, top5_acc: 0.5758, loss_cls: 3.0918, loss: 4.8280, grad_norm: 6.7457 2021-07-03 02:27:43,691 - mmaction - INFO - Epoch [4][1980/3757] lr: 1.000e-02, eta: 6 days, 20:37:54, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.7378, top1_acc: 0.3078, top5_acc: 0.5656, loss_cls: 3.1338, loss: 4.8716, grad_norm: 6.7595 2021-07-03 02:28:04,904 - mmaction - INFO - Epoch [4][2000/3757] lr: 1.000e-02, eta: 6 days, 20:37:18, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.8075, top1_acc: 0.3055, top5_acc: 0.5437, loss_cls: 3.2365, loss: 5.0440, grad_norm: 6.7049 2021-07-03 02:28:26,076 - mmaction - INFO - Epoch [4][2020/3757] lr: 1.000e-02, eta: 6 days, 20:36:42, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.7923, top1_acc: 0.2992, top5_acc: 0.5609, loss_cls: 3.2225, loss: 5.0148, grad_norm: 6.7294 2021-07-03 02:28:47,206 - mmaction - INFO - Epoch [4][2040/3757] lr: 1.000e-02, eta: 6 days, 20:36:03, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.8260, top1_acc: 0.3023, top5_acc: 0.5516, loss_cls: 3.2266, loss: 5.0526, grad_norm: 6.7218 2021-07-03 02:29:09,026 - mmaction - INFO - Epoch [4][2060/3757] lr: 1.000e-02, eta: 6 days, 20:35:53, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.7276, top1_acc: 0.3312, top5_acc: 0.5852, loss_cls: 3.0913, loss: 4.8188, grad_norm: 6.6905 2021-07-03 02:29:30,042 - mmaction - INFO - Epoch [4][2080/3757] lr: 1.000e-02, eta: 6 days, 20:35:09, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.7772, top1_acc: 0.3063, top5_acc: 0.5586, loss_cls: 3.1966, loss: 4.9738, grad_norm: 6.7463 2021-07-03 02:29:51,686 - mmaction - INFO - Epoch [4][2100/3757] lr: 1.000e-02, eta: 6 days, 20:34:52, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.7486, top1_acc: 0.3133, top5_acc: 0.5563, loss_cls: 3.1446, loss: 4.8932, grad_norm: 6.7543 2021-07-03 02:30:13,979 - mmaction - INFO - Epoch [4][2120/3757] lr: 1.000e-02, eta: 6 days, 20:35:01, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.7607, top1_acc: 0.3117, top5_acc: 0.5523, loss_cls: 3.1880, loss: 4.9487, grad_norm: 6.7236 2021-07-03 02:30:34,854 - mmaction - INFO - Epoch [4][2140/3757] lr: 1.000e-02, eta: 6 days, 20:34:14, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.7833, top1_acc: 0.3195, top5_acc: 0.5664, loss_cls: 3.1862, loss: 4.9695, grad_norm: 6.7315 2021-07-03 02:30:56,034 - mmaction - INFO - Epoch [4][2160/3757] lr: 1.000e-02, eta: 6 days, 20:33:38, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.7341, top1_acc: 0.3391, top5_acc: 0.5773, loss_cls: 3.0980, loss: 4.8322, grad_norm: 6.6726 2021-07-03 02:31:17,103 - mmaction - INFO - Epoch [4][2180/3757] lr: 1.000e-02, eta: 6 days, 20:32:56, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.7408, top1_acc: 0.3180, top5_acc: 0.5781, loss_cls: 3.0937, loss: 4.8345, grad_norm: 6.7622 2021-07-03 02:31:38,877 - mmaction - INFO - Epoch [4][2200/3757] lr: 1.000e-02, eta: 6 days, 20:32:43, time: 1.087, data_time: 0.026, memory: 6921, loss_aux: 1.7422, top1_acc: 0.3141, top5_acc: 0.5727, loss_cls: 3.1262, loss: 4.8683, grad_norm: 6.7403 2021-07-03 02:32:00,953 - mmaction - INFO - Epoch [4][2220/3757] lr: 1.000e-02, eta: 6 days, 20:32:45, time: 1.106, data_time: 0.006, memory: 6921, loss_aux: 1.8098, top1_acc: 0.2992, top5_acc: 0.5367, loss_cls: 3.2886, loss: 5.0983, grad_norm: 6.8946 2021-07-03 02:32:22,476 - mmaction - INFO - Epoch [4][2240/3757] lr: 1.000e-02, eta: 6 days, 20:32:22, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.7590, top1_acc: 0.3070, top5_acc: 0.5578, loss_cls: 3.1625, loss: 4.9214, grad_norm: 6.6168 2021-07-03 02:32:43,468 - mmaction - INFO - Epoch [4][2260/3757] lr: 1.000e-02, eta: 6 days, 20:31:40, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.7737, top1_acc: 0.3250, top5_acc: 0.5563, loss_cls: 3.1676, loss: 4.9413, grad_norm: 6.7496 2021-07-03 02:33:04,568 - mmaction - INFO - Epoch [4][2280/3757] lr: 1.000e-02, eta: 6 days, 20:31:01, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.7407, top1_acc: 0.3289, top5_acc: 0.5719, loss_cls: 3.0803, loss: 4.8210, grad_norm: 6.6803 2021-07-03 02:33:26,060 - mmaction - INFO - Epoch [4][2300/3757] lr: 1.000e-02, eta: 6 days, 20:30:36, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.7620, top1_acc: 0.3227, top5_acc: 0.5594, loss_cls: 3.1994, loss: 4.9614, grad_norm: 6.6537 2021-07-03 02:33:47,558 - mmaction - INFO - Epoch [4][2320/3757] lr: 1.000e-02, eta: 6 days, 20:30:13, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.7573, top1_acc: 0.3141, top5_acc: 0.5656, loss_cls: 3.1592, loss: 4.9165, grad_norm: 6.6537 2021-07-03 02:34:08,607 - mmaction - INFO - Epoch [4][2340/3757] lr: 1.000e-02, eta: 6 days, 20:29:32, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.7352, top1_acc: 0.3156, top5_acc: 0.5797, loss_cls: 3.0619, loss: 4.7971, grad_norm: 6.8235 2021-07-03 02:34:30,057 - mmaction - INFO - Epoch [4][2360/3757] lr: 1.000e-02, eta: 6 days, 20:29:06, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.7278, top1_acc: 0.3305, top5_acc: 0.5781, loss_cls: 3.1086, loss: 4.8363, grad_norm: 6.6795 2021-07-03 02:34:51,278 - mmaction - INFO - Epoch [4][2380/3757] lr: 1.000e-02, eta: 6 days, 20:28:33, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.7643, top1_acc: 0.3016, top5_acc: 0.5539, loss_cls: 3.1749, loss: 4.9392, grad_norm: 6.7213 2021-07-03 02:35:12,521 - mmaction - INFO - Epoch [4][2400/3757] lr: 1.000e-02, eta: 6 days, 20:28:00, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.8184, top1_acc: 0.3063, top5_acc: 0.5617, loss_cls: 3.2079, loss: 5.0263, grad_norm: 6.7837 2021-07-03 02:35:34,108 - mmaction - INFO - Epoch [4][2420/3757] lr: 1.000e-02, eta: 6 days, 20:27:39, time: 1.077, data_time: 0.020, memory: 6921, loss_aux: 1.7485, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1360, loss: 4.8846, grad_norm: 6.7957 2021-07-03 02:35:55,158 - mmaction - INFO - Epoch [4][2440/3757] lr: 1.000e-02, eta: 6 days, 20:26:59, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.7732, top1_acc: 0.3102, top5_acc: 0.5602, loss_cls: 3.1958, loss: 4.9690, grad_norm: 6.8669 2021-07-03 02:36:16,319 - mmaction - INFO - Epoch [4][2460/3757] lr: 1.000e-02, eta: 6 days, 20:26:22, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.7685, top1_acc: 0.3312, top5_acc: 0.5641, loss_cls: 3.1505, loss: 4.9190, grad_norm: 6.8891 2021-07-03 02:36:37,580 - mmaction - INFO - Epoch [4][2480/3757] lr: 1.000e-02, eta: 6 days, 20:25:50, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.7149, top1_acc: 0.3180, top5_acc: 0.5586, loss_cls: 3.1260, loss: 4.8410, grad_norm: 6.7367 2021-07-03 02:36:59,249 - mmaction - INFO - Epoch [4][2500/3757] lr: 1.000e-02, eta: 6 days, 20:25:35, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.7885, top1_acc: 0.2930, top5_acc: 0.5492, loss_cls: 3.2195, loss: 5.0080, grad_norm: 6.7395 2021-07-03 02:37:20,376 - mmaction - INFO - Epoch [4][2520/3757] lr: 1.000e-02, eta: 6 days, 20:24:56, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.7707, top1_acc: 0.3273, top5_acc: 0.5656, loss_cls: 3.1787, loss: 4.9494, grad_norm: 6.5947 2021-07-03 02:37:41,992 - mmaction - INFO - Epoch [4][2540/3757] lr: 1.000e-02, eta: 6 days, 20:24:38, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.7770, top1_acc: 0.3164, top5_acc: 0.5602, loss_cls: 3.1768, loss: 4.9538, grad_norm: 6.7649 2021-07-03 02:38:03,801 - mmaction - INFO - Epoch [4][2560/3757] lr: 1.000e-02, eta: 6 days, 20:24:28, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.8064, top1_acc: 0.3180, top5_acc: 0.5422, loss_cls: 3.2783, loss: 5.0847, grad_norm: 6.8532 2021-07-03 02:38:24,798 - mmaction - INFO - Epoch [4][2580/3757] lr: 1.000e-02, eta: 6 days, 20:23:43, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.7629, top1_acc: 0.3320, top5_acc: 0.5711, loss_cls: 3.1501, loss: 4.9130, grad_norm: 6.6447 2021-07-03 02:38:46,474 - mmaction - INFO - Epoch [4][2600/3757] lr: 1.000e-02, eta: 6 days, 20:23:29, time: 1.087, data_time: 0.005, memory: 6921, loss_aux: 1.7514, top1_acc: 0.3258, top5_acc: 0.5648, loss_cls: 3.1441, loss: 4.8955, grad_norm: 6.5272 2021-07-03 02:39:07,287 - mmaction - INFO - Epoch [4][2620/3757] lr: 1.000e-02, eta: 6 days, 20:22:39, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.7703, top1_acc: 0.3031, top5_acc: 0.5586, loss_cls: 3.2075, loss: 4.9778, grad_norm: 6.7606 2021-07-03 02:39:28,355 - mmaction - INFO - Epoch [4][2640/3757] lr: 1.000e-02, eta: 6 days, 20:21:58, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.7520, top1_acc: 0.3125, top5_acc: 0.5727, loss_cls: 3.1807, loss: 4.9327, grad_norm: 6.6952 2021-07-03 02:39:50,558 - mmaction - INFO - Epoch [4][2660/3757] lr: 1.000e-02, eta: 6 days, 20:22:04, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.7607, top1_acc: 0.3172, top5_acc: 0.5727, loss_cls: 3.1686, loss: 4.9294, grad_norm: 6.6449 2021-07-03 02:40:11,927 - mmaction - INFO - Epoch [4][2680/3757] lr: 1.000e-02, eta: 6 days, 20:21:34, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.7714, top1_acc: 0.3156, top5_acc: 0.5586, loss_cls: 3.1887, loss: 4.9601, grad_norm: 6.6118 2021-07-03 02:40:32,877 - mmaction - INFO - Epoch [4][2700/3757] lr: 1.000e-02, eta: 6 days, 20:20:51, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.7602, top1_acc: 0.3125, top5_acc: 0.5734, loss_cls: 3.1725, loss: 4.9327, grad_norm: 6.7412 2021-07-03 02:40:54,563 - mmaction - INFO - Epoch [4][2720/3757] lr: 1.000e-02, eta: 6 days, 20:20:35, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.7713, top1_acc: 0.3125, top5_acc: 0.5719, loss_cls: 3.1859, loss: 4.9573, grad_norm: 6.7011 2021-07-03 02:41:15,642 - mmaction - INFO - Epoch [4][2740/3757] lr: 1.000e-02, eta: 6 days, 20:19:57, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.7487, top1_acc: 0.3172, top5_acc: 0.5883, loss_cls: 3.1010, loss: 4.8496, grad_norm: 6.6497 2021-07-03 02:41:36,834 - mmaction - INFO - Epoch [4][2760/3757] lr: 1.000e-02, eta: 6 days, 20:19:22, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.7285, top1_acc: 0.3305, top5_acc: 0.5719, loss_cls: 3.0854, loss: 4.8139, grad_norm: 6.6827 2021-07-03 02:41:58,004 - mmaction - INFO - Epoch [4][2780/3757] lr: 1.000e-02, eta: 6 days, 20:18:45, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.7443, top1_acc: 0.3125, top5_acc: 0.5789, loss_cls: 3.1263, loss: 4.8706, grad_norm: 6.8410 2021-07-03 02:42:19,172 - mmaction - INFO - Epoch [4][2800/3757] lr: 1.000e-02, eta: 6 days, 20:18:10, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.7891, top1_acc: 0.3195, top5_acc: 0.5648, loss_cls: 3.1910, loss: 4.9801, grad_norm: 6.8737 2021-07-03 02:42:40,517 - mmaction - INFO - Epoch [4][2820/3757] lr: 1.000e-02, eta: 6 days, 20:17:41, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.7550, top1_acc: 0.3172, top5_acc: 0.5687, loss_cls: 3.1146, loss: 4.8695, grad_norm: 6.8304 2021-07-03 02:43:02,072 - mmaction - INFO - Epoch [4][2840/3757] lr: 1.000e-02, eta: 6 days, 20:17:21, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.6945, top1_acc: 0.3172, top5_acc: 0.5664, loss_cls: 3.0757, loss: 4.7702, grad_norm: 6.8154 2021-07-03 02:43:22,831 - mmaction - INFO - Epoch [4][2860/3757] lr: 1.000e-02, eta: 6 days, 20:16:29, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.7800, top1_acc: 0.2797, top5_acc: 0.5211, loss_cls: 3.2640, loss: 5.0440, grad_norm: 6.9221 2021-07-03 02:43:44,250 - mmaction - INFO - Epoch [4][2880/3757] lr: 1.000e-02, eta: 6 days, 20:16:01, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.7561, top1_acc: 0.3172, top5_acc: 0.5859, loss_cls: 3.1023, loss: 4.8584, grad_norm: 6.6492 2021-07-03 02:44:06,259 - mmaction - INFO - Epoch [4][2900/3757] lr: 1.000e-02, eta: 6 days, 20:16:01, time: 1.104, data_time: 0.006, memory: 6921, loss_aux: 1.7486, top1_acc: 0.3328, top5_acc: 0.5656, loss_cls: 3.1269, loss: 4.8755, grad_norm: 6.7277 2021-07-03 02:44:27,488 - mmaction - INFO - Epoch [4][2920/3757] lr: 1.000e-02, eta: 6 days, 20:15:27, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.7324, top1_acc: 0.3078, top5_acc: 0.5633, loss_cls: 3.1399, loss: 4.8722, grad_norm: 6.7729 2021-07-03 02:44:48,439 - mmaction - INFO - Epoch [4][2940/3757] lr: 1.000e-02, eta: 6 days, 20:14:43, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.7574, top1_acc: 0.3141, top5_acc: 0.5875, loss_cls: 3.0679, loss: 4.8253, grad_norm: 6.8577 2021-07-03 02:45:09,436 - mmaction - INFO - Epoch [4][2960/3757] lr: 1.000e-02, eta: 6 days, 20:14:01, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.7715, top1_acc: 0.3070, top5_acc: 0.5781, loss_cls: 3.1355, loss: 4.9070, grad_norm: 7.0321 2021-07-03 02:45:30,488 - mmaction - INFO - Epoch [4][2980/3757] lr: 1.000e-02, eta: 6 days, 20:13:22, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.7910, top1_acc: 0.2969, top5_acc: 0.5500, loss_cls: 3.2420, loss: 5.0330, grad_norm: 6.8260 2021-07-03 02:45:51,331 - mmaction - INFO - Epoch [4][3000/3757] lr: 1.000e-02, eta: 6 days, 20:12:34, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.7382, top1_acc: 0.3352, top5_acc: 0.5875, loss_cls: 3.1122, loss: 4.8504, grad_norm: 6.5943 2021-07-03 02:46:13,863 - mmaction - INFO - Epoch [4][3020/3757] lr: 1.000e-02, eta: 6 days, 20:12:52, time: 1.128, data_time: 0.004, memory: 6921, loss_aux: 1.7710, top1_acc: 0.3125, top5_acc: 0.5617, loss_cls: 3.1747, loss: 4.9457, grad_norm: 6.8083 2021-07-03 02:46:34,901 - mmaction - INFO - Epoch [4][3040/3757] lr: 1.000e-02, eta: 6 days, 20:12:11, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.7421, top1_acc: 0.3375, top5_acc: 0.5859, loss_cls: 3.0644, loss: 4.8066, grad_norm: 6.6889 2021-07-03 02:46:55,968 - mmaction - INFO - Epoch [4][3060/3757] lr: 1.000e-02, eta: 6 days, 20:11:32, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.7646, top1_acc: 0.3187, top5_acc: 0.5633, loss_cls: 3.1621, loss: 4.9267, grad_norm: 6.7261 2021-07-03 02:47:17,090 - mmaction - INFO - Epoch [4][3080/3757] lr: 1.000e-02, eta: 6 days, 20:10:55, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.7449, top1_acc: 0.3289, top5_acc: 0.5852, loss_cls: 3.0963, loss: 4.8412, grad_norm: 6.6986 2021-07-03 02:47:39,025 - mmaction - INFO - Epoch [4][3100/3757] lr: 1.000e-02, eta: 6 days, 20:10:49, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.7446, top1_acc: 0.3273, top5_acc: 0.5859, loss_cls: 3.0959, loss: 4.8405, grad_norm: 6.6924 2021-07-03 02:48:00,647 - mmaction - INFO - Epoch [4][3120/3757] lr: 1.000e-02, eta: 6 days, 20:10:31, time: 1.081, data_time: 0.036, memory: 6921, loss_aux: 1.7349, top1_acc: 0.3234, top5_acc: 0.5711, loss_cls: 3.1192, loss: 4.8541, grad_norm: 6.6988 2021-07-03 02:48:21,555 - mmaction - INFO - Epoch [4][3140/3757] lr: 1.000e-02, eta: 6 days, 20:09:45, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.7839, top1_acc: 0.2906, top5_acc: 0.5508, loss_cls: 3.2275, loss: 5.0113, grad_norm: 6.7212 2021-07-03 02:48:43,277 - mmaction - INFO - Epoch [4][3160/3757] lr: 1.000e-02, eta: 6 days, 20:09:31, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 1.7857, top1_acc: 0.2992, top5_acc: 0.5625, loss_cls: 3.2096, loss: 4.9953, grad_norm: 6.7625 2021-07-03 02:49:04,395 - mmaction - INFO - Epoch [4][3180/3757] lr: 1.000e-02, eta: 6 days, 20:08:56, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.6867, top1_acc: 0.3328, top5_acc: 0.5914, loss_cls: 3.0273, loss: 4.7141, grad_norm: 6.5871 2021-07-03 02:49:26,115 - mmaction - INFO - Epoch [4][3200/3757] lr: 1.000e-02, eta: 6 days, 20:08:41, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.7533, top1_acc: 0.3187, top5_acc: 0.5859, loss_cls: 3.1335, loss: 4.8868, grad_norm: 6.7335 2021-07-03 02:49:48,129 - mmaction - INFO - Epoch [4][3220/3757] lr: 1.000e-02, eta: 6 days, 20:08:38, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 1.7562, top1_acc: 0.3234, top5_acc: 0.5680, loss_cls: 3.1530, loss: 4.9092, grad_norm: 6.6806 2021-07-03 02:50:09,600 - mmaction - INFO - Epoch [4][3240/3757] lr: 1.000e-02, eta: 6 days, 20:08:14, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.7119, top1_acc: 0.3273, top5_acc: 0.5859, loss_cls: 3.0460, loss: 4.7579, grad_norm: 6.6752 2021-07-03 02:50:30,585 - mmaction - INFO - Epoch [4][3260/3757] lr: 1.000e-02, eta: 6 days, 20:07:33, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.7526, top1_acc: 0.3305, top5_acc: 0.5789, loss_cls: 3.1281, loss: 4.8807, grad_norm: 6.5122 2021-07-03 02:50:51,828 - mmaction - INFO - Epoch [4][3280/3757] lr: 1.000e-02, eta: 6 days, 20:07:01, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.6889, top1_acc: 0.3367, top5_acc: 0.5867, loss_cls: 2.9877, loss: 4.6766, grad_norm: 6.5596 2021-07-03 02:51:12,912 - mmaction - INFO - Epoch [4][3300/3757] lr: 1.000e-02, eta: 6 days, 20:06:22, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.7401, top1_acc: 0.3187, top5_acc: 0.5672, loss_cls: 3.1058, loss: 4.8459, grad_norm: 6.7703 2021-07-03 02:51:34,219 - mmaction - INFO - Epoch [4][3320/3757] lr: 1.000e-02, eta: 6 days, 20:05:53, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.7154, top1_acc: 0.3336, top5_acc: 0.5727, loss_cls: 3.0684, loss: 4.7838, grad_norm: 6.7429 2021-07-03 02:51:55,745 - mmaction - INFO - Epoch [4][3340/3757] lr: 1.000e-02, eta: 6 days, 20:05:31, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.7174, top1_acc: 0.3344, top5_acc: 0.5820, loss_cls: 3.0897, loss: 4.8071, grad_norm: 6.8482 2021-07-03 02:52:17,548 - mmaction - INFO - Epoch [4][3360/3757] lr: 1.000e-02, eta: 6 days, 20:05:20, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.7658, top1_acc: 0.3125, top5_acc: 0.5555, loss_cls: 3.1458, loss: 4.9115, grad_norm: 6.7020 2021-07-03 02:52:38,578 - mmaction - INFO - Epoch [4][3380/3757] lr: 1.000e-02, eta: 6 days, 20:04:40, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.7115, top1_acc: 0.3273, top5_acc: 0.5758, loss_cls: 3.0648, loss: 4.7763, grad_norm: 6.5441 2021-07-03 02:53:00,025 - mmaction - INFO - Epoch [4][3400/3757] lr: 1.000e-02, eta: 6 days, 20:04:15, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.7401, top1_acc: 0.3289, top5_acc: 0.5828, loss_cls: 3.1071, loss: 4.8472, grad_norm: 6.7761 2021-07-03 02:53:22,480 - mmaction - INFO - Epoch [4][3420/3757] lr: 1.000e-02, eta: 6 days, 20:04:30, time: 1.125, data_time: 0.003, memory: 6921, loss_aux: 1.7243, top1_acc: 0.3328, top5_acc: 0.5789, loss_cls: 3.0692, loss: 4.7935, grad_norm: 6.7232 2021-07-03 02:53:43,358 - mmaction - INFO - Epoch [4][3440/3757] lr: 1.000e-02, eta: 6 days, 20:03:43, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 1.7831, top1_acc: 0.3055, top5_acc: 0.5523, loss_cls: 3.2252, loss: 5.0083, grad_norm: 6.6703 2021-07-03 02:54:04,472 - mmaction - INFO - Epoch [4][3460/3757] lr: 1.000e-02, eta: 6 days, 20:03:07, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.6969, top1_acc: 0.3359, top5_acc: 0.6055, loss_cls: 2.9991, loss: 4.6960, grad_norm: 6.5342 2021-07-03 02:54:26,023 - mmaction - INFO - Epoch [4][3480/3757] lr: 1.000e-02, eta: 6 days, 20:02:45, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.7547, top1_acc: 0.3156, top5_acc: 0.5664, loss_cls: 3.1109, loss: 4.8657, grad_norm: 6.7901 2021-07-03 02:54:47,240 - mmaction - INFO - Epoch [4][3500/3757] lr: 1.000e-02, eta: 6 days, 20:02:14, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.6938, top1_acc: 0.3297, top5_acc: 0.6008, loss_cls: 3.0154, loss: 4.7092, grad_norm: 6.7685 2021-07-03 02:55:08,270 - mmaction - INFO - Epoch [4][3520/3757] lr: 1.000e-02, eta: 6 days, 20:01:34, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.7317, top1_acc: 0.3141, top5_acc: 0.5820, loss_cls: 3.1140, loss: 4.8457, grad_norm: 6.6754 2021-07-03 02:55:29,244 - mmaction - INFO - Epoch [4][3540/3757] lr: 1.000e-02, eta: 6 days, 20:00:52, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.6803, top1_acc: 0.3484, top5_acc: 0.5836, loss_cls: 2.9869, loss: 4.6672, grad_norm: 6.5567 2021-07-03 02:55:50,581 - mmaction - INFO - Epoch [4][3560/3757] lr: 1.000e-02, eta: 6 days, 20:00:24, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.7268, top1_acc: 0.3203, top5_acc: 0.5648, loss_cls: 3.1248, loss: 4.8516, grad_norm: 6.7370 2021-07-03 02:56:11,541 - mmaction - INFO - Epoch [4][3580/3757] lr: 1.000e-02, eta: 6 days, 19:59:41, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.7097, top1_acc: 0.3414, top5_acc: 0.5781, loss_cls: 3.0259, loss: 4.7356, grad_norm: 6.8213 2021-07-03 02:56:33,323 - mmaction - INFO - Epoch [4][3600/3757] lr: 1.000e-02, eta: 6 days, 19:59:30, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.7334, top1_acc: 0.3203, top5_acc: 0.5875, loss_cls: 3.0518, loss: 4.7852, grad_norm: 6.6708 2021-07-03 02:56:54,268 - mmaction - INFO - Epoch [4][3620/3757] lr: 1.000e-02, eta: 6 days, 19:58:47, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.7207, top1_acc: 0.3203, top5_acc: 0.6016, loss_cls: 3.0665, loss: 4.7872, grad_norm: 6.7479 2021-07-03 02:57:15,883 - mmaction - INFO - Epoch [4][3640/3757] lr: 1.000e-02, eta: 6 days, 19:58:29, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.7497, top1_acc: 0.3094, top5_acc: 0.5820, loss_cls: 3.1438, loss: 4.8935, grad_norm: 6.7265 2021-07-03 02:57:36,935 - mmaction - INFO - Epoch [4][3660/3757] lr: 1.000e-02, eta: 6 days, 19:57:50, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.7290, top1_acc: 0.3516, top5_acc: 0.5719, loss_cls: 3.0552, loss: 4.7842, grad_norm: 6.5682 2021-07-03 02:57:57,819 - mmaction - INFO - Epoch [4][3680/3757] lr: 1.000e-02, eta: 6 days, 19:57:06, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 1.7254, top1_acc: 0.3133, top5_acc: 0.5727, loss_cls: 3.1311, loss: 4.8566, grad_norm: 6.8702 2021-07-03 02:58:19,293 - mmaction - INFO - Epoch [4][3700/3757] lr: 1.000e-02, eta: 6 days, 19:56:42, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.6933, top1_acc: 0.3266, top5_acc: 0.5922, loss_cls: 3.0523, loss: 4.7456, grad_norm: 6.6992 2021-07-03 02:58:40,470 - mmaction - INFO - Epoch [4][3720/3757] lr: 1.000e-02, eta: 6 days, 19:56:09, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.7168, top1_acc: 0.3359, top5_acc: 0.5570, loss_cls: 3.1372, loss: 4.8540, grad_norm: 6.7866 2021-07-03 02:59:01,403 - mmaction - INFO - Epoch [4][3740/3757] lr: 1.000e-02, eta: 6 days, 19:55:26, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.7193, top1_acc: 0.3375, top5_acc: 0.5961, loss_cls: 3.0598, loss: 4.7791, grad_norm: 6.6946 2021-07-03 02:59:19,560 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-07-03 03:00:22,924 - mmaction - INFO - Epoch [5][20/3757] lr: 1.000e-02, eta: 6 days, 20:08:08, time: 3.090, data_time: 2.073, memory: 6921, loss_aux: 1.6842, top1_acc: 0.3453, top5_acc: 0.6125, loss_cls: 3.0051, loss: 4.6894, grad_norm: 6.6879 2021-07-03 03:00:44,065 - mmaction - INFO - Epoch [5][40/3757] lr: 1.000e-02, eta: 6 days, 20:07:31, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.7521, top1_acc: 0.3281, top5_acc: 0.5836, loss_cls: 3.0625, loss: 4.8146, grad_norm: 6.7408 2021-07-03 03:01:06,337 - mmaction - INFO - Epoch [5][60/3757] lr: 1.000e-02, eta: 6 days, 20:07:37, time: 1.115, data_time: 0.079, memory: 6921, loss_aux: 1.7382, top1_acc: 0.3242, top5_acc: 0.5813, loss_cls: 3.0688, loss: 4.8070, grad_norm: 6.7332 2021-07-03 03:01:27,384 - mmaction - INFO - Epoch [5][80/3757] lr: 1.000e-02, eta: 6 days, 20:06:57, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.7310, top1_acc: 0.3289, top5_acc: 0.5906, loss_cls: 3.1015, loss: 4.8325, grad_norm: 6.6211 2021-07-03 03:01:49,266 - mmaction - INFO - Epoch [5][100/3757] lr: 1.000e-02, eta: 6 days, 20:06:46, time: 1.093, data_time: 0.042, memory: 6921, loss_aux: 1.6778, top1_acc: 0.3406, top5_acc: 0.5883, loss_cls: 3.0067, loss: 4.6845, grad_norm: 6.5525 2021-07-03 03:02:10,782 - mmaction - INFO - Epoch [5][120/3757] lr: 1.000e-02, eta: 6 days, 20:06:25, time: 1.078, data_time: 0.043, memory: 6921, loss_aux: 1.7001, top1_acc: 0.3484, top5_acc: 0.6031, loss_cls: 2.9663, loss: 4.6664, grad_norm: 6.6510 2021-07-03 03:02:33,298 - mmaction - INFO - Epoch [5][140/3757] lr: 1.000e-02, eta: 6 days, 20:06:38, time: 1.125, data_time: 0.088, memory: 6921, loss_aux: 1.7136, top1_acc: 0.3258, top5_acc: 0.5906, loss_cls: 3.0242, loss: 4.7379, grad_norm: 6.7114 2021-07-03 03:02:54,613 - mmaction - INFO - Epoch [5][160/3757] lr: 1.000e-02, eta: 6 days, 20:06:08, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.7130, top1_acc: 0.3352, top5_acc: 0.5977, loss_cls: 2.9858, loss: 4.6988, grad_norm: 6.5836 2021-07-03 03:03:17,220 - mmaction - INFO - Epoch [5][180/3757] lr: 1.000e-02, eta: 6 days, 20:06:26, time: 1.132, data_time: 0.003, memory: 6921, loss_aux: 1.7174, top1_acc: 0.3422, top5_acc: 0.6031, loss_cls: 3.0065, loss: 4.7239, grad_norm: 6.8534 2021-07-03 03:03:38,167 - mmaction - INFO - Epoch [5][200/3757] lr: 1.000e-02, eta: 6 days, 20:05:42, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.7314, top1_acc: 0.3203, top5_acc: 0.5727, loss_cls: 3.1067, loss: 4.8381, grad_norm: 6.6789 2021-07-03 03:03:59,438 - mmaction - INFO - Epoch [5][220/3757] lr: 1.000e-02, eta: 6 days, 20:05:10, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.7526, top1_acc: 0.3250, top5_acc: 0.5703, loss_cls: 3.0928, loss: 4.8454, grad_norm: 6.5377 2021-07-03 03:04:20,477 - mmaction - INFO - Epoch [5][240/3757] lr: 1.000e-02, eta: 6 days, 20:04:30, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.7524, top1_acc: 0.3109, top5_acc: 0.5828, loss_cls: 3.1456, loss: 4.8980, grad_norm: 6.7015 2021-07-03 03:04:41,624 - mmaction - INFO - Epoch [5][260/3757] lr: 1.000e-02, eta: 6 days, 20:03:56, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.7559, top1_acc: 0.3227, top5_acc: 0.5641, loss_cls: 3.1420, loss: 4.8978, grad_norm: 6.7107 2021-07-03 03:05:02,607 - mmaction - INFO - Epoch [5][280/3757] lr: 1.000e-02, eta: 6 days, 20:03:13, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.7105, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.0423, loss: 4.7528, grad_norm: 6.5234 2021-07-03 03:05:23,726 - mmaction - INFO - Epoch [5][300/3757] lr: 1.000e-02, eta: 6 days, 20:02:35, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.7011, top1_acc: 0.3438, top5_acc: 0.5867, loss_cls: 2.9898, loss: 4.6909, grad_norm: 6.6789 2021-07-03 03:05:45,646 - mmaction - INFO - Epoch [5][320/3757] lr: 1.000e-02, eta: 6 days, 20:02:28, time: 1.098, data_time: 0.043, memory: 6921, loss_aux: 1.7052, top1_acc: 0.3352, top5_acc: 0.5758, loss_cls: 3.0401, loss: 4.7453, grad_norm: 6.8162 2021-07-03 03:06:07,608 - mmaction - INFO - Epoch [5][340/3757] lr: 1.000e-02, eta: 6 days, 20:02:21, time: 1.097, data_time: 0.058, memory: 6921, loss_aux: 1.7060, top1_acc: 0.3195, top5_acc: 0.5672, loss_cls: 3.0231, loss: 4.7291, grad_norm: 6.7101 2021-07-03 03:06:28,475 - mmaction - INFO - Epoch [5][360/3757] lr: 1.000e-02, eta: 6 days, 20:01:36, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.7572, top1_acc: 0.3125, top5_acc: 0.5617, loss_cls: 3.1310, loss: 4.8883, grad_norm: 6.8529 2021-07-03 03:06:49,606 - mmaction - INFO - Epoch [5][380/3757] lr: 1.000e-02, eta: 6 days, 20:00:59, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.7039, top1_acc: 0.3273, top5_acc: 0.5906, loss_cls: 3.0203, loss: 4.7242, grad_norm: 6.7991 2021-07-03 03:07:11,346 - mmaction - INFO - Epoch [5][400/3757] lr: 1.000e-02, eta: 6 days, 20:00:44, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.7290, top1_acc: 0.3289, top5_acc: 0.5836, loss_cls: 3.1007, loss: 4.8297, grad_norm: 6.6919 2021-07-03 03:07:33,460 - mmaction - INFO - Epoch [5][420/3757] lr: 1.000e-02, eta: 6 days, 20:00:43, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.7050, top1_acc: 0.3273, top5_acc: 0.5773, loss_cls: 3.0595, loss: 4.7645, grad_norm: 6.4417 2021-07-03 03:07:54,407 - mmaction - INFO - Epoch [5][440/3757] lr: 1.000e-02, eta: 6 days, 20:00:00, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.6877, top1_acc: 0.3500, top5_acc: 0.6086, loss_cls: 2.9655, loss: 4.6533, grad_norm: 6.6652 2021-07-03 03:08:16,652 - mmaction - INFO - Epoch [5][460/3757] lr: 1.000e-02, eta: 6 days, 20:00:04, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.7180, top1_acc: 0.3320, top5_acc: 0.5852, loss_cls: 3.1143, loss: 4.8324, grad_norm: 6.6297 2021-07-03 03:08:38,180 - mmaction - INFO - Epoch [5][480/3757] lr: 1.000e-02, eta: 6 days, 19:59:42, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.7250, top1_acc: 0.3195, top5_acc: 0.5805, loss_cls: 3.1065, loss: 4.8315, grad_norm: 6.6547 2021-07-03 03:08:59,111 - mmaction - INFO - Epoch [5][500/3757] lr: 1.000e-02, eta: 6 days, 19:58:58, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.7443, top1_acc: 0.3070, top5_acc: 0.5773, loss_cls: 3.0947, loss: 4.8390, grad_norm: 6.7151 2021-07-03 03:09:21,615 - mmaction - INFO - Epoch [5][520/3757] lr: 1.000e-02, eta: 6 days, 19:59:11, time: 1.125, data_time: 0.003, memory: 6921, loss_aux: 1.7194, top1_acc: 0.3359, top5_acc: 0.5758, loss_cls: 3.0287, loss: 4.7481, grad_norm: 6.4833 2021-07-03 03:09:42,397 - mmaction - INFO - Epoch [5][540/3757] lr: 1.000e-02, eta: 6 days, 19:58:23, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.7761, top1_acc: 0.3039, top5_acc: 0.5625, loss_cls: 3.2078, loss: 4.9839, grad_norm: 6.7842 2021-07-03 03:10:03,415 - mmaction - INFO - Epoch [5][560/3757] lr: 1.000e-02, eta: 6 days, 19:57:41, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.7759, top1_acc: 0.3203, top5_acc: 0.5719, loss_cls: 3.1383, loss: 4.9142, grad_norm: 6.6379 2021-07-03 03:10:24,637 - mmaction - INFO - Epoch [5][580/3757] lr: 1.000e-02, eta: 6 days, 19:57:09, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.7394, top1_acc: 0.3359, top5_acc: 0.5875, loss_cls: 3.0786, loss: 4.8181, grad_norm: 6.6383 2021-07-03 03:10:46,447 - mmaction - INFO - Epoch [5][600/3757] lr: 1.000e-02, eta: 6 days, 19:56:57, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.7413, top1_acc: 0.3172, top5_acc: 0.5930, loss_cls: 3.0836, loss: 4.8249, grad_norm: 6.8142 2021-07-03 03:11:07,718 - mmaction - INFO - Epoch [5][620/3757] lr: 1.000e-02, eta: 6 days, 19:56:25, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.6909, top1_acc: 0.3227, top5_acc: 0.5977, loss_cls: 3.0133, loss: 4.7042, grad_norm: 6.6650 2021-07-03 03:11:29,453 - mmaction - INFO - Epoch [5][640/3757] lr: 1.000e-02, eta: 6 days, 19:56:12, time: 1.088, data_time: 0.005, memory: 6921, loss_aux: 1.7579, top1_acc: 0.3133, top5_acc: 0.5656, loss_cls: 3.1734, loss: 4.9312, grad_norm: 6.7432 2021-07-03 03:11:50,460 - mmaction - INFO - Epoch [5][660/3757] lr: 1.000e-02, eta: 6 days, 19:55:31, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.7323, top1_acc: 0.3266, top5_acc: 0.5781, loss_cls: 3.1188, loss: 4.8510, grad_norm: 6.6977 2021-07-03 03:12:12,269 - mmaction - INFO - Epoch [5][680/3757] lr: 1.000e-02, eta: 6 days, 19:55:19, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.6768, top1_acc: 0.3281, top5_acc: 0.6094, loss_cls: 3.0199, loss: 4.6967, grad_norm: 6.6787 2021-07-03 03:12:33,340 - mmaction - INFO - Epoch [5][700/3757] lr: 1.000e-02, eta: 6 days, 19:54:40, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.6982, top1_acc: 0.3359, top5_acc: 0.5805, loss_cls: 3.0223, loss: 4.7206, grad_norm: 6.7580 2021-07-03 03:12:54,192 - mmaction - INFO - Epoch [5][720/3757] lr: 1.000e-02, eta: 6 days, 19:53:55, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 1.7199, top1_acc: 0.3328, top5_acc: 0.5789, loss_cls: 3.0773, loss: 4.7972, grad_norm: 6.7861 2021-07-03 03:13:16,473 - mmaction - INFO - Epoch [5][740/3757] lr: 1.000e-02, eta: 6 days, 19:54:00, time: 1.115, data_time: 0.049, memory: 6921, loss_aux: 1.7077, top1_acc: 0.3383, top5_acc: 0.5789, loss_cls: 3.0430, loss: 4.7507, grad_norm: 6.6472 2021-07-03 03:13:38,354 - mmaction - INFO - Epoch [5][760/3757] lr: 1.000e-02, eta: 6 days, 19:53:49, time: 1.093, data_time: 0.073, memory: 6921, loss_aux: 1.7474, top1_acc: 0.3219, top5_acc: 0.5680, loss_cls: 3.1097, loss: 4.8572, grad_norm: 6.5906 2021-07-03 03:13:59,410 - mmaction - INFO - Epoch [5][780/3757] lr: 1.000e-02, eta: 6 days, 19:53:09, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.6462, top1_acc: 0.3500, top5_acc: 0.6016, loss_cls: 2.9425, loss: 4.5887, grad_norm: 6.3824 2021-07-03 03:14:20,290 - mmaction - INFO - Epoch [5][800/3757] lr: 1.000e-02, eta: 6 days, 19:52:27, time: 1.048, data_time: 0.007, memory: 6921, loss_aux: 1.7043, top1_acc: 0.3352, top5_acc: 0.5781, loss_cls: 3.0584, loss: 4.7627, grad_norm: 6.6935 2021-07-03 03:14:41,660 - mmaction - INFO - Epoch [5][820/3757] lr: 1.000e-02, eta: 6 days, 19:51:59, time: 1.068, data_time: 0.008, memory: 6921, loss_aux: 1.6969, top1_acc: 0.3367, top5_acc: 0.6125, loss_cls: 2.9859, loss: 4.6828, grad_norm: 6.5859 2021-07-03 03:15:03,980 - mmaction - INFO - Epoch [5][840/3757] lr: 1.000e-02, eta: 6 days, 19:52:04, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.7086, top1_acc: 0.3172, top5_acc: 0.5984, loss_cls: 3.0560, loss: 4.7647, grad_norm: 6.6895 2021-07-03 03:15:25,015 - mmaction - INFO - Epoch [5][860/3757] lr: 1.000e-02, eta: 6 days, 19:51:25, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.6754, top1_acc: 0.3469, top5_acc: 0.6023, loss_cls: 2.9568, loss: 4.6321, grad_norm: 6.5800 2021-07-03 03:15:45,873 - mmaction - INFO - Epoch [5][880/3757] lr: 1.000e-02, eta: 6 days, 19:50:40, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 1.7317, top1_acc: 0.3305, top5_acc: 0.5969, loss_cls: 3.0540, loss: 4.7857, grad_norm: 6.6859 2021-07-03 03:16:06,926 - mmaction - INFO - Epoch [5][900/3757] lr: 1.000e-02, eta: 6 days, 19:50:02, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.7132, top1_acc: 0.3258, top5_acc: 0.5844, loss_cls: 3.0986, loss: 4.8117, grad_norm: 6.7873 2021-07-03 03:16:28,743 - mmaction - INFO - Epoch [5][920/3757] lr: 1.000e-02, eta: 6 days, 19:49:50, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.7130, top1_acc: 0.3258, top5_acc: 0.5766, loss_cls: 3.0886, loss: 4.8015, grad_norm: 6.5082 2021-07-03 03:16:50,433 - mmaction - INFO - Epoch [5][940/3757] lr: 1.000e-02, eta: 6 days, 19:49:33, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.7068, top1_acc: 0.3227, top5_acc: 0.5820, loss_cls: 3.0754, loss: 4.7822, grad_norm: 6.5926 2021-07-03 03:17:11,412 - mmaction - INFO - Epoch [5][960/3757] lr: 1.000e-02, eta: 6 days, 19:48:53, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.7098, top1_acc: 0.3234, top5_acc: 0.5656, loss_cls: 3.0793, loss: 4.7890, grad_norm: 6.5836 2021-07-03 03:17:32,397 - mmaction - INFO - Epoch [5][980/3757] lr: 1.000e-02, eta: 6 days, 19:48:12, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.7340, top1_acc: 0.3250, top5_acc: 0.5906, loss_cls: 3.0660, loss: 4.7999, grad_norm: 6.5310 2021-07-03 03:17:54,488 - mmaction - INFO - Epoch [5][1000/3757] lr: 1.000e-02, eta: 6 days, 19:48:09, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.7062, top1_acc: 0.3141, top5_acc: 0.5867, loss_cls: 3.0322, loss: 4.7384, grad_norm: 6.5617 2021-07-03 03:18:15,484 - mmaction - INFO - Epoch [5][1020/3757] lr: 1.000e-02, eta: 6 days, 19:47:28, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.7303, top1_acc: 0.3414, top5_acc: 0.5750, loss_cls: 3.1039, loss: 4.8343, grad_norm: 6.6757 2021-07-03 03:18:36,637 - mmaction - INFO - Epoch [5][1040/3757] lr: 1.000e-02, eta: 6 days, 19:46:54, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.7567, top1_acc: 0.3148, top5_acc: 0.5680, loss_cls: 3.1241, loss: 4.8808, grad_norm: 6.7344 2021-07-03 03:18:58,065 - mmaction - INFO - Epoch [5][1060/3757] lr: 1.000e-02, eta: 6 days, 19:46:29, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.7147, top1_acc: 0.3211, top5_acc: 0.6078, loss_cls: 3.0316, loss: 4.7463, grad_norm: 6.6469 2021-07-03 03:19:19,030 - mmaction - INFO - Epoch [5][1080/3757] lr: 1.000e-02, eta: 6 days, 19:45:48, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.7025, top1_acc: 0.3281, top5_acc: 0.5914, loss_cls: 2.9968, loss: 4.6992, grad_norm: 6.6071 2021-07-03 03:19:41,211 - mmaction - INFO - Epoch [5][1100/3757] lr: 1.000e-02, eta: 6 days, 19:45:49, time: 1.110, data_time: 0.002, memory: 6921, loss_aux: 1.7371, top1_acc: 0.3297, top5_acc: 0.5930, loss_cls: 3.1180, loss: 4.8552, grad_norm: 6.8738 2021-07-03 03:20:02,327 - mmaction - INFO - Epoch [5][1120/3757] lr: 1.000e-02, eta: 6 days, 19:45:12, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.7373, top1_acc: 0.3258, top5_acc: 0.5773, loss_cls: 3.0670, loss: 4.8044, grad_norm: 6.8046 2021-07-03 03:20:23,434 - mmaction - INFO - Epoch [5][1140/3757] lr: 1.000e-02, eta: 6 days, 19:44:35, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.6948, top1_acc: 0.3625, top5_acc: 0.6000, loss_cls: 2.9893, loss: 4.6840, grad_norm: 6.6240 2021-07-03 03:20:44,628 - mmaction - INFO - Epoch [5][1160/3757] lr: 1.000e-02, eta: 6 days, 19:44:03, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.6888, top1_acc: 0.3352, top5_acc: 0.5977, loss_cls: 3.0078, loss: 4.6966, grad_norm: 6.7695 2021-07-03 03:21:07,093 - mmaction - INFO - Epoch [5][1180/3757] lr: 1.000e-02, eta: 6 days, 19:44:13, time: 1.123, data_time: 0.058, memory: 6921, loss_aux: 1.7181, top1_acc: 0.3234, top5_acc: 0.5859, loss_cls: 3.1332, loss: 4.8513, grad_norm: 6.5354 2021-07-03 03:21:28,364 - mmaction - INFO - Epoch [5][1200/3757] lr: 1.000e-02, eta: 6 days, 19:43:42, time: 1.063, data_time: 0.025, memory: 6921, loss_aux: 1.6706, top1_acc: 0.3391, top5_acc: 0.5883, loss_cls: 3.0193, loss: 4.6899, grad_norm: 6.6357 2021-07-03 03:21:50,247 - mmaction - INFO - Epoch [5][1220/3757] lr: 1.000e-02, eta: 6 days, 19:43:33, time: 1.096, data_time: 0.066, memory: 6921, loss_aux: 1.7270, top1_acc: 0.3344, top5_acc: 0.5898, loss_cls: 3.0665, loss: 4.7936, grad_norm: 6.5875 2021-07-03 03:22:11,907 - mmaction - INFO - Epoch [5][1240/3757] lr: 1.000e-02, eta: 6 days, 19:43:15, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.7309, top1_acc: 0.3414, top5_acc: 0.5836, loss_cls: 3.0793, loss: 4.8102, grad_norm: 6.5426 2021-07-03 03:22:32,943 - mmaction - INFO - Epoch [5][1260/3757] lr: 1.000e-02, eta: 6 days, 19:42:36, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.6836, top1_acc: 0.3297, top5_acc: 0.6016, loss_cls: 3.0260, loss: 4.7096, grad_norm: 6.8308 2021-07-03 03:22:53,987 - mmaction - INFO - Epoch [5][1280/3757] lr: 1.000e-02, eta: 6 days, 19:41:58, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.6610, top1_acc: 0.3648, top5_acc: 0.6062, loss_cls: 2.9742, loss: 4.6352, grad_norm: 6.6599 2021-07-03 03:23:15,129 - mmaction - INFO - Epoch [5][1300/3757] lr: 1.000e-02, eta: 6 days, 19:41:24, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.7025, top1_acc: 0.3234, top5_acc: 0.6078, loss_cls: 3.0351, loss: 4.7377, grad_norm: 6.6832 2021-07-03 03:23:36,545 - mmaction - INFO - Epoch [5][1320/3757] lr: 1.000e-02, eta: 6 days, 19:40:58, time: 1.070, data_time: 0.008, memory: 6921, loss_aux: 1.6616, top1_acc: 0.3375, top5_acc: 0.5844, loss_cls: 2.9875, loss: 4.6491, grad_norm: 6.7062 2021-07-03 03:23:58,780 - mmaction - INFO - Epoch [5][1340/3757] lr: 1.000e-02, eta: 6 days, 19:40:59, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.6961, top1_acc: 0.3273, top5_acc: 0.5828, loss_cls: 3.0270, loss: 4.7231, grad_norm: 6.6228 2021-07-03 03:24:19,882 - mmaction - INFO - Epoch [5][1360/3757] lr: 1.000e-02, eta: 6 days, 19:40:23, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.6770, top1_acc: 0.3398, top5_acc: 0.5938, loss_cls: 2.9972, loss: 4.6742, grad_norm: 6.4787 2021-07-03 03:24:41,204 - mmaction - INFO - Epoch [5][1380/3757] lr: 1.000e-02, eta: 6 days, 19:39:55, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.7033, top1_acc: 0.3586, top5_acc: 0.6008, loss_cls: 2.9704, loss: 4.6736, grad_norm: 6.6554 2021-07-03 03:25:02,684 - mmaction - INFO - Epoch [5][1400/3757] lr: 1.000e-02, eta: 6 days, 19:39:31, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.6798, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9988, loss: 4.6785, grad_norm: 6.6517 2021-07-03 03:25:24,966 - mmaction - INFO - Epoch [5][1420/3757] lr: 1.000e-02, eta: 6 days, 19:39:34, time: 1.114, data_time: 0.005, memory: 6921, loss_aux: 1.7150, top1_acc: 0.3367, top5_acc: 0.5828, loss_cls: 3.0347, loss: 4.7497, grad_norm: 6.7510 2021-07-03 03:25:46,047 - mmaction - INFO - Epoch [5][1440/3757] lr: 1.000e-02, eta: 6 days, 19:38:58, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.7380, top1_acc: 0.3180, top5_acc: 0.5578, loss_cls: 3.1687, loss: 4.9067, grad_norm: 6.8832 2021-07-03 03:26:06,965 - mmaction - INFO - Epoch [5][1460/3757] lr: 1.000e-02, eta: 6 days, 19:38:15, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.6700, top1_acc: 0.3344, top5_acc: 0.6016, loss_cls: 2.9880, loss: 4.6581, grad_norm: 6.5940 2021-07-03 03:26:28,638 - mmaction - INFO - Epoch [5][1480/3757] lr: 1.000e-02, eta: 6 days, 19:37:59, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.7221, top1_acc: 0.3359, top5_acc: 0.5813, loss_cls: 3.0921, loss: 4.8143, grad_norm: 6.7325 2021-07-03 03:26:49,964 - mmaction - INFO - Epoch [5][1500/3757] lr: 1.000e-02, eta: 6 days, 19:37:29, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.7017, top1_acc: 0.3609, top5_acc: 0.5969, loss_cls: 2.9878, loss: 4.6895, grad_norm: 6.4894 2021-07-03 03:27:10,991 - mmaction - INFO - Epoch [5][1520/3757] lr: 1.000e-02, eta: 6 days, 19:36:51, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.7130, top1_acc: 0.3430, top5_acc: 0.5852, loss_cls: 3.0361, loss: 4.7491, grad_norm: 6.5078 2021-07-03 03:27:32,330 - mmaction - INFO - Epoch [5][1540/3757] lr: 1.000e-02, eta: 6 days, 19:36:23, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.7207, top1_acc: 0.3133, top5_acc: 0.5734, loss_cls: 3.0747, loss: 4.7953, grad_norm: 6.8688 2021-07-03 03:27:54,501 - mmaction - INFO - Epoch [5][1560/3757] lr: 1.000e-02, eta: 6 days, 19:36:23, time: 1.110, data_time: 0.005, memory: 6921, loss_aux: 1.7152, top1_acc: 0.3305, top5_acc: 0.5789, loss_cls: 3.0917, loss: 4.8069, grad_norm: 6.7048 2021-07-03 03:28:15,557 - mmaction - INFO - Epoch [5][1580/3757] lr: 1.000e-02, eta: 6 days, 19:35:46, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.6812, top1_acc: 0.3508, top5_acc: 0.5945, loss_cls: 2.9916, loss: 4.6728, grad_norm: 6.7285 2021-07-03 03:28:36,609 - mmaction - INFO - Epoch [5][1600/3757] lr: 1.000e-02, eta: 6 days, 19:35:08, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.6869, top1_acc: 0.3570, top5_acc: 0.5977, loss_cls: 3.0007, loss: 4.6877, grad_norm: 6.5928 2021-07-03 03:28:58,240 - mmaction - INFO - Epoch [5][1620/3757] lr: 1.000e-02, eta: 6 days, 19:34:50, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.6522, top1_acc: 0.3672, top5_acc: 0.6078, loss_cls: 2.9261, loss: 4.5783, grad_norm: 6.6503 2021-07-03 03:29:19,047 - mmaction - INFO - Epoch [5][1640/3757] lr: 1.000e-02, eta: 6 days, 19:34:05, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.6324, top1_acc: 0.3539, top5_acc: 0.6172, loss_cls: 2.9481, loss: 4.5805, grad_norm: 6.6226 2021-07-03 03:29:41,282 - mmaction - INFO - Epoch [5][1660/3757] lr: 1.000e-02, eta: 6 days, 19:34:06, time: 1.110, data_time: 0.059, memory: 6921, loss_aux: 1.6961, top1_acc: 0.3344, top5_acc: 0.6008, loss_cls: 3.0035, loss: 4.6995, grad_norm: 6.6530 2021-07-03 03:30:02,388 - mmaction - INFO - Epoch [5][1680/3757] lr: 1.000e-02, eta: 6 days, 19:33:31, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.7128, top1_acc: 0.3227, top5_acc: 0.5687, loss_cls: 3.0466, loss: 4.7594, grad_norm: 6.6004 2021-07-03 03:30:24,187 - mmaction - INFO - Epoch [5][1700/3757] lr: 1.000e-02, eta: 6 days, 19:33:18, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.7328, top1_acc: 0.3133, top5_acc: 0.5719, loss_cls: 3.1537, loss: 4.8865, grad_norm: 6.5142 2021-07-03 03:30:45,513 - mmaction - INFO - Epoch [5][1720/3757] lr: 1.000e-02, eta: 6 days, 19:32:48, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.6984, top1_acc: 0.3156, top5_acc: 0.5883, loss_cls: 3.0366, loss: 4.7350, grad_norm: 6.6048 2021-07-03 03:31:06,525 - mmaction - INFO - Epoch [5][1740/3757] lr: 1.000e-02, eta: 6 days, 19:32:10, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.7124, top1_acc: 0.3219, top5_acc: 0.5750, loss_cls: 3.0583, loss: 4.7708, grad_norm: 6.6183 2021-07-03 03:31:28,753 - mmaction - INFO - Epoch [5][1760/3757] lr: 1.000e-02, eta: 6 days, 19:32:12, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 1.7269, top1_acc: 0.3203, top5_acc: 0.5711, loss_cls: 3.0847, loss: 4.8116, grad_norm: 6.5368 2021-07-03 03:31:49,844 - mmaction - INFO - Epoch [5][1780/3757] lr: 1.000e-02, eta: 6 days, 19:31:35, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.7088, top1_acc: 0.3312, top5_acc: 0.5922, loss_cls: 3.0034, loss: 4.7122, grad_norm: 6.5477 2021-07-03 03:32:10,904 - mmaction - INFO - Epoch [5][1800/3757] lr: 1.000e-02, eta: 6 days, 19:30:58, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.7034, top1_acc: 0.3312, top5_acc: 0.5836, loss_cls: 3.0041, loss: 4.7074, grad_norm: 6.5921 2021-07-03 03:32:32,193 - mmaction - INFO - Epoch [5][1820/3757] lr: 1.000e-02, eta: 6 days, 19:30:28, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.6460, top1_acc: 0.3547, top5_acc: 0.6266, loss_cls: 2.9006, loss: 4.5466, grad_norm: 6.5823 2021-07-03 03:32:53,530 - mmaction - INFO - Epoch [5][1840/3757] lr: 1.000e-02, eta: 6 days, 19:30:00, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.6680, top1_acc: 0.3461, top5_acc: 0.5898, loss_cls: 2.9613, loss: 4.6292, grad_norm: 6.7183 2021-07-03 03:33:15,236 - mmaction - INFO - Epoch [5][1860/3757] lr: 1.000e-02, eta: 6 days, 19:29:43, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.7178, top1_acc: 0.3187, top5_acc: 0.5742, loss_cls: 3.1127, loss: 4.8304, grad_norm: 6.6850 2021-07-03 03:33:36,862 - mmaction - INFO - Epoch [5][1880/3757] lr: 1.000e-02, eta: 6 days, 19:29:26, time: 1.083, data_time: 0.005, memory: 6921, loss_aux: 1.7337, top1_acc: 0.3086, top5_acc: 0.5789, loss_cls: 3.1232, loss: 4.8569, grad_norm: 6.6756 2021-07-03 03:33:58,021 - mmaction - INFO - Epoch [5][1900/3757] lr: 1.000e-02, eta: 6 days, 19:28:52, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.6479, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.9372, loss: 4.5851, grad_norm: 6.5669 2021-07-03 03:34:19,255 - mmaction - INFO - Epoch [5][1920/3757] lr: 1.000e-02, eta: 6 days, 19:28:22, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.7005, top1_acc: 0.3266, top5_acc: 0.5969, loss_cls: 3.0180, loss: 4.7185, grad_norm: 6.7216 2021-07-03 03:34:40,645 - mmaction - INFO - Epoch [5][1940/3757] lr: 1.000e-02, eta: 6 days, 19:27:55, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.7208, top1_acc: 0.3234, top5_acc: 0.5813, loss_cls: 3.0863, loss: 4.8071, grad_norm: 6.7904 2021-07-03 03:35:02,895 - mmaction - INFO - Epoch [5][1960/3757] lr: 1.000e-02, eta: 6 days, 19:27:57, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.7309, top1_acc: 0.3258, top5_acc: 0.5789, loss_cls: 3.0869, loss: 4.8177, grad_norm: 6.6144 2021-07-03 03:35:24,093 - mmaction - INFO - Epoch [5][1980/3757] lr: 1.000e-02, eta: 6 days, 19:27:24, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.6837, top1_acc: 0.3414, top5_acc: 0.6016, loss_cls: 2.9656, loss: 4.6493, grad_norm: 6.4926 2021-07-03 03:35:46,878 - mmaction - INFO - Epoch [5][2000/3757] lr: 1.000e-02, eta: 6 days, 19:27:44, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 1.6900, top1_acc: 0.3328, top5_acc: 0.6031, loss_cls: 3.0512, loss: 4.7413, grad_norm: 6.6500 2021-07-03 03:36:08,111 - mmaction - INFO - Epoch [5][2020/3757] lr: 1.000e-02, eta: 6 days, 19:27:11, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.7147, top1_acc: 0.3211, top5_acc: 0.5727, loss_cls: 3.1132, loss: 4.8279, grad_norm: 6.7400 2021-07-03 03:36:29,192 - mmaction - INFO - Epoch [5][2040/3757] lr: 1.000e-02, eta: 6 days, 19:26:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.7201, top1_acc: 0.3242, top5_acc: 0.5711, loss_cls: 3.0961, loss: 4.8162, grad_norm: 6.5318 2021-07-03 03:36:50,911 - mmaction - INFO - Epoch [5][2060/3757] lr: 1.000e-02, eta: 6 days, 19:26:20, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.6836, top1_acc: 0.3414, top5_acc: 0.6000, loss_cls: 3.0020, loss: 4.6857, grad_norm: 6.4932 2021-07-03 03:37:12,604 - mmaction - INFO - Epoch [5][2080/3757] lr: 1.000e-02, eta: 6 days, 19:26:04, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.7497, top1_acc: 0.3281, top5_acc: 0.5672, loss_cls: 3.1184, loss: 4.8681, grad_norm: 6.7519 2021-07-03 03:37:34,358 - mmaction - INFO - Epoch [5][2100/3757] lr: 1.000e-02, eta: 6 days, 19:25:50, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.7115, top1_acc: 0.3414, top5_acc: 0.5703, loss_cls: 3.0432, loss: 4.7547, grad_norm: 6.5749 2021-07-03 03:37:55,509 - mmaction - INFO - Epoch [5][2120/3757] lr: 1.000e-02, eta: 6 days, 19:25:15, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.6773, top1_acc: 0.3516, top5_acc: 0.5836, loss_cls: 2.9735, loss: 4.6507, grad_norm: 6.6649 2021-07-03 03:38:16,410 - mmaction - INFO - Epoch [5][2140/3757] lr: 1.000e-02, eta: 6 days, 19:24:34, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.6799, top1_acc: 0.3539, top5_acc: 0.5914, loss_cls: 2.9702, loss: 4.6500, grad_norm: 6.6749 2021-07-03 03:38:37,904 - mmaction - INFO - Epoch [5][2160/3757] lr: 1.000e-02, eta: 6 days, 19:24:11, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.7578, top1_acc: 0.3258, top5_acc: 0.5563, loss_cls: 3.1433, loss: 4.9012, grad_norm: 6.6352 2021-07-03 03:38:58,881 - mmaction - INFO - Epoch [5][2180/3757] lr: 1.000e-02, eta: 6 days, 19:23:31, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.6796, top1_acc: 0.3430, top5_acc: 0.6000, loss_cls: 2.9756, loss: 4.6553, grad_norm: 6.5750 2021-07-03 03:39:20,212 - mmaction - INFO - Epoch [5][2200/3757] lr: 1.000e-02, eta: 6 days, 19:23:04, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.6939, top1_acc: 0.3203, top5_acc: 0.5828, loss_cls: 3.0914, loss: 4.7854, grad_norm: 6.6154 2021-07-03 03:39:41,231 - mmaction - INFO - Epoch [5][2220/3757] lr: 1.000e-02, eta: 6 days, 19:22:26, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.6952, top1_acc: 0.3492, top5_acc: 0.5852, loss_cls: 3.0516, loss: 4.7468, grad_norm: 6.5415 2021-07-03 03:40:02,615 - mmaction - INFO - Epoch [5][2240/3757] lr: 1.000e-02, eta: 6 days, 19:21:59, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.6959, top1_acc: 0.3359, top5_acc: 0.5930, loss_cls: 3.0422, loss: 4.7382, grad_norm: 6.7171 2021-07-03 03:40:23,900 - mmaction - INFO - Epoch [5][2260/3757] lr: 1.000e-02, eta: 6 days, 19:21:30, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.6825, top1_acc: 0.3555, top5_acc: 0.6109, loss_cls: 2.9577, loss: 4.6402, grad_norm: 6.8043 2021-07-03 03:40:45,230 - mmaction - INFO - Epoch [5][2280/3757] lr: 1.000e-02, eta: 6 days, 19:21:02, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.6997, top1_acc: 0.3453, top5_acc: 0.6023, loss_cls: 2.9476, loss: 4.6473, grad_norm: 6.6171 2021-07-03 03:41:06,672 - mmaction - INFO - Epoch [5][2300/3757] lr: 1.000e-02, eta: 6 days, 19:20:37, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.7032, top1_acc: 0.3445, top5_acc: 0.5859, loss_cls: 2.9760, loss: 4.6791, grad_norm: 6.5884 2021-07-03 03:41:28,898 - mmaction - INFO - Epoch [5][2320/3757] lr: 1.000e-02, eta: 6 days, 19:20:39, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.6408, top1_acc: 0.3703, top5_acc: 0.6195, loss_cls: 2.9066, loss: 4.5474, grad_norm: 6.5231 2021-07-03 03:41:50,510 - mmaction - INFO - Epoch [5][2340/3757] lr: 1.000e-02, eta: 6 days, 19:20:20, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.7176, top1_acc: 0.3219, top5_acc: 0.5711, loss_cls: 3.1321, loss: 4.8497, grad_norm: 6.8050 2021-07-03 03:42:11,541 - mmaction - INFO - Epoch [5][2360/3757] lr: 1.000e-02, eta: 6 days, 19:19:42, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.6980, top1_acc: 0.3312, top5_acc: 0.5859, loss_cls: 3.0331, loss: 4.7311, grad_norm: 6.7161 2021-07-03 03:42:32,889 - mmaction - INFO - Epoch [5][2380/3757] lr: 1.000e-02, eta: 6 days, 19:19:15, time: 1.067, data_time: 0.021, memory: 6921, loss_aux: 1.6832, top1_acc: 0.3625, top5_acc: 0.6070, loss_cls: 2.9726, loss: 4.6558, grad_norm: 6.4630 2021-07-03 03:42:54,246 - mmaction - INFO - Epoch [5][2400/3757] lr: 1.000e-02, eta: 6 days, 19:18:48, time: 1.068, data_time: 0.023, memory: 6921, loss_aux: 1.6517, top1_acc: 0.3438, top5_acc: 0.6008, loss_cls: 2.9736, loss: 4.6253, grad_norm: 6.6341 2021-07-03 03:43:15,182 - mmaction - INFO - Epoch [5][2420/3757] lr: 1.000e-02, eta: 6 days, 19:18:08, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.6669, top1_acc: 0.3438, top5_acc: 0.6023, loss_cls: 2.9409, loss: 4.6078, grad_norm: 6.6984 2021-07-03 03:43:36,814 - mmaction - INFO - Epoch [5][2440/3757] lr: 1.000e-02, eta: 6 days, 19:17:49, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.6657, top1_acc: 0.3469, top5_acc: 0.6086, loss_cls: 2.9543, loss: 4.6200, grad_norm: 6.4913 2021-07-03 03:43:58,912 - mmaction - INFO - Epoch [5][2460/3757] lr: 1.000e-02, eta: 6 days, 19:17:46, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.6931, top1_acc: 0.3391, top5_acc: 0.5789, loss_cls: 3.0328, loss: 4.7259, grad_norm: 6.5142 2021-07-03 03:44:20,811 - mmaction - INFO - Epoch [5][2480/3757] lr: 1.000e-02, eta: 6 days, 19:17:35, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.6545, top1_acc: 0.3336, top5_acc: 0.6016, loss_cls: 2.9873, loss: 4.6417, grad_norm: 6.6423 2021-07-03 03:44:41,617 - mmaction - INFO - Epoch [5][2500/3757] lr: 1.000e-02, eta: 6 days, 19:16:51, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.6843, top1_acc: 0.3484, top5_acc: 0.5844, loss_cls: 3.0225, loss: 4.7068, grad_norm: 6.5312 2021-07-03 03:45:02,556 - mmaction - INFO - Epoch [5][2520/3757] lr: 1.000e-02, eta: 6 days, 19:16:12, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.6765, top1_acc: 0.3227, top5_acc: 0.5945, loss_cls: 3.0195, loss: 4.6959, grad_norm: 6.5816 2021-07-03 03:45:23,480 - mmaction - INFO - Epoch [5][2540/3757] lr: 1.000e-02, eta: 6 days, 19:15:31, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.6746, top1_acc: 0.3328, top5_acc: 0.5930, loss_cls: 3.0207, loss: 4.6953, grad_norm: 6.5639 2021-07-03 03:45:45,652 - mmaction - INFO - Epoch [5][2560/3757] lr: 1.000e-02, eta: 6 days, 19:15:30, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.6679, top1_acc: 0.3273, top5_acc: 0.6008, loss_cls: 2.9886, loss: 4.6566, grad_norm: 6.4713 2021-07-03 03:46:06,559 - mmaction - INFO - Epoch [5][2580/3757] lr: 1.000e-02, eta: 6 days, 19:14:49, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.6734, top1_acc: 0.3531, top5_acc: 0.5984, loss_cls: 2.9890, loss: 4.6625, grad_norm: 6.5212 2021-07-03 03:46:27,698 - mmaction - INFO - Epoch [5][2600/3757] lr: 1.000e-02, eta: 6 days, 19:14:15, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.6744, top1_acc: 0.3352, top5_acc: 0.6055, loss_cls: 2.9873, loss: 4.6617, grad_norm: 6.6920 2021-07-03 03:46:48,899 - mmaction - INFO - Epoch [5][2620/3757] lr: 1.000e-02, eta: 6 days, 19:13:43, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.6610, top1_acc: 0.3602, top5_acc: 0.5977, loss_cls: 2.9408, loss: 4.6018, grad_norm: 6.4350 2021-07-03 03:47:09,851 - mmaction - INFO - Epoch [5][2640/3757] lr: 1.000e-02, eta: 6 days, 19:13:04, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.6702, top1_acc: 0.3461, top5_acc: 0.6000, loss_cls: 2.9832, loss: 4.6534, grad_norm: 6.7170 2021-07-03 03:47:31,698 - mmaction - INFO - Epoch [5][2660/3757] lr: 1.000e-02, eta: 6 days, 19:12:51, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.7110, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 3.0717, loss: 4.7827, grad_norm: 6.6443 2021-07-03 03:47:52,714 - mmaction - INFO - Epoch [5][2680/3757] lr: 1.000e-02, eta: 6 days, 19:12:15, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.6940, top1_acc: 0.3438, top5_acc: 0.5836, loss_cls: 3.0357, loss: 4.7297, grad_norm: 6.4972 2021-07-03 03:48:13,760 - mmaction - INFO - Epoch [5][2700/3757] lr: 1.000e-02, eta: 6 days, 19:11:38, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.6692, top1_acc: 0.3531, top5_acc: 0.5969, loss_cls: 2.9879, loss: 4.6571, grad_norm: 6.4781 2021-07-03 03:48:34,890 - mmaction - INFO - Epoch [5][2720/3757] lr: 1.000e-02, eta: 6 days, 19:11:05, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.6820, top1_acc: 0.3414, top5_acc: 0.5898, loss_cls: 3.0133, loss: 4.6954, grad_norm: 6.6262 2021-07-03 03:48:56,818 - mmaction - INFO - Epoch [5][2740/3757] lr: 1.000e-02, eta: 6 days, 19:10:55, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.6423, top1_acc: 0.3609, top5_acc: 0.6133, loss_cls: 2.8982, loss: 4.5405, grad_norm: 6.5635 2021-07-03 03:49:17,732 - mmaction - INFO - Epoch [5][2760/3757] lr: 1.000e-02, eta: 6 days, 19:10:15, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.6825, top1_acc: 0.3352, top5_acc: 0.6047, loss_cls: 2.9790, loss: 4.6615, grad_norm: 6.6271 2021-07-03 03:49:38,649 - mmaction - INFO - Epoch [5][2780/3757] lr: 1.000e-02, eta: 6 days, 19:09:35, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.7433, top1_acc: 0.3148, top5_acc: 0.5625, loss_cls: 3.1345, loss: 4.8778, grad_norm: 6.7592 2021-07-03 03:49:59,674 - mmaction - INFO - Epoch [5][2800/3757] lr: 1.000e-02, eta: 6 days, 19:08:59, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.6535, top1_acc: 0.3492, top5_acc: 0.6078, loss_cls: 2.9526, loss: 4.6061, grad_norm: 6.4177 2021-07-03 03:50:20,559 - mmaction - INFO - Epoch [5][2820/3757] lr: 1.000e-02, eta: 6 days, 19:08:17, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.6565, top1_acc: 0.3539, top5_acc: 0.6227, loss_cls: 2.9220, loss: 4.5785, grad_norm: 6.5722 2021-07-03 03:50:42,455 - mmaction - INFO - Epoch [5][2840/3757] lr: 1.000e-02, eta: 6 days, 19:08:07, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.6627, top1_acc: 0.3477, top5_acc: 0.6211, loss_cls: 2.9181, loss: 4.5808, grad_norm: 6.6758 2021-07-03 03:51:03,357 - mmaction - INFO - Epoch [5][2860/3757] lr: 1.000e-02, eta: 6 days, 19:07:26, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.6891, top1_acc: 0.3195, top5_acc: 0.5859, loss_cls: 3.0609, loss: 4.7500, grad_norm: 6.8253 2021-07-03 03:51:25,090 - mmaction - INFO - Epoch [5][2880/3757] lr: 1.000e-02, eta: 6 days, 19:07:11, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.6952, top1_acc: 0.3250, top5_acc: 0.5930, loss_cls: 3.0363, loss: 4.7315, grad_norm: 6.5259 2021-07-03 03:51:47,107 - mmaction - INFO - Epoch [5][2900/3757] lr: 1.000e-02, eta: 6 days, 19:07:05, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.7052, top1_acc: 0.3453, top5_acc: 0.5945, loss_cls: 3.0205, loss: 4.7257, grad_norm: 6.5498 2021-07-03 03:52:08,530 - mmaction - INFO - Epoch [5][2920/3757] lr: 1.000e-02, eta: 6 days, 19:06:40, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.7043, top1_acc: 0.3578, top5_acc: 0.5883, loss_cls: 3.0628, loss: 4.7672, grad_norm: 6.5895 2021-07-03 03:52:29,556 - mmaction - INFO - Epoch [5][2940/3757] lr: 1.000e-02, eta: 6 days, 19:06:03, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.6825, top1_acc: 0.3336, top5_acc: 0.6016, loss_cls: 2.9882, loss: 4.6707, grad_norm: 6.7391 2021-07-03 03:52:50,501 - mmaction - INFO - Epoch [5][2960/3757] lr: 1.000e-02, eta: 6 days, 19:05:24, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.7055, top1_acc: 0.3148, top5_acc: 0.5695, loss_cls: 3.0774, loss: 4.7829, grad_norm: 6.4929 2021-07-03 03:53:11,627 - mmaction - INFO - Epoch [5][2980/3757] lr: 1.000e-02, eta: 6 days, 19:04:50, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.7209, top1_acc: 0.3227, top5_acc: 0.5867, loss_cls: 3.0694, loss: 4.7903, grad_norm: 6.4696 2021-07-03 03:53:34,211 - mmaction - INFO - Epoch [5][3000/3757] lr: 1.000e-02, eta: 6 days, 19:05:01, time: 1.130, data_time: 0.004, memory: 6921, loss_aux: 1.6588, top1_acc: 0.3445, top5_acc: 0.6094, loss_cls: 2.9651, loss: 4.6240, grad_norm: 6.4810 2021-07-03 03:53:55,204 - mmaction - INFO - Epoch [5][3020/3757] lr: 1.000e-02, eta: 6 days, 19:04:23, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.6741, top1_acc: 0.3555, top5_acc: 0.5914, loss_cls: 3.0339, loss: 4.7080, grad_norm: 6.6023 2021-07-03 03:54:16,021 - mmaction - INFO - Epoch [5][3040/3757] lr: 1.000e-02, eta: 6 days, 19:03:41, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.6800, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 2.9490, loss: 4.6290, grad_norm: 6.3573 2021-07-03 03:54:37,279 - mmaction - INFO - Epoch [5][3060/3757] lr: 1.000e-02, eta: 6 days, 19:03:11, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.6911, top1_acc: 0.3492, top5_acc: 0.5859, loss_cls: 3.0158, loss: 4.7069, grad_norm: 6.4848 2021-07-03 03:54:58,709 - mmaction - INFO - Epoch [5][3080/3757] lr: 1.000e-02, eta: 6 days, 19:02:46, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.6706, top1_acc: 0.3367, top5_acc: 0.5984, loss_cls: 2.9874, loss: 4.6580, grad_norm: 6.5286 2021-07-03 03:55:19,715 - mmaction - INFO - Epoch [5][3100/3757] lr: 1.000e-02, eta: 6 days, 19:02:09, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.6481, top1_acc: 0.3398, top5_acc: 0.5945, loss_cls: 2.9526, loss: 4.6007, grad_norm: 6.7348 2021-07-03 03:55:40,786 - mmaction - INFO - Epoch [5][3120/3757] lr: 1.000e-02, eta: 6 days, 19:01:35, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.6636, top1_acc: 0.3539, top5_acc: 0.5945, loss_cls: 2.9591, loss: 4.6228, grad_norm: 6.7137 2021-07-03 03:56:02,837 - mmaction - INFO - Epoch [5][3140/3757] lr: 1.000e-02, eta: 6 days, 19:01:29, time: 1.101, data_time: 0.001, memory: 6921, loss_aux: 1.6252, top1_acc: 0.3586, top5_acc: 0.6211, loss_cls: 2.8884, loss: 4.5136, grad_norm: 6.6810 2021-07-03 03:56:23,793 - mmaction - INFO - Epoch [5][3160/3757] lr: 1.000e-02, eta: 6 days, 19:00:51, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.6986, top1_acc: 0.3312, top5_acc: 0.5875, loss_cls: 3.0258, loss: 4.7244, grad_norm: 6.6766 2021-07-03 03:56:44,704 - mmaction - INFO - Epoch [5][3180/3757] lr: 1.000e-02, eta: 6 days, 19:00:10, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.6927, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0564, loss: 4.7490, grad_norm: 6.7217 2021-07-03 03:57:05,682 - mmaction - INFO - Epoch [5][3200/3757] lr: 1.000e-02, eta: 6 days, 18:59:33, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.7179, top1_acc: 0.3414, top5_acc: 0.5672, loss_cls: 3.0855, loss: 4.8033, grad_norm: 6.5354 2021-07-03 03:57:26,817 - mmaction - INFO - Epoch [5][3220/3757] lr: 1.000e-02, eta: 6 days, 18:58:59, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.7330, top1_acc: 0.3156, top5_acc: 0.5773, loss_cls: 3.1173, loss: 4.8502, grad_norm: 6.6429 2021-07-03 03:57:47,922 - mmaction - INFO - Epoch [5][3240/3757] lr: 1.000e-02, eta: 6 days, 18:58:27, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.6835, top1_acc: 0.3578, top5_acc: 0.5984, loss_cls: 2.9736, loss: 4.6571, grad_norm: 6.6483 2021-07-03 03:58:08,900 - mmaction - INFO - Epoch [5][3260/3757] lr: 1.000e-02, eta: 6 days, 18:57:49, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.6118, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.8836, loss: 4.4955, grad_norm: 6.5057 2021-07-03 03:58:30,389 - mmaction - INFO - Epoch [5][3280/3757] lr: 1.000e-02, eta: 6 days, 18:57:25, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.6899, top1_acc: 0.3570, top5_acc: 0.6023, loss_cls: 3.0044, loss: 4.6943, grad_norm: 6.6057 2021-07-03 03:58:51,568 - mmaction - INFO - Epoch [5][3300/3757] lr: 1.000e-02, eta: 6 days, 18:56:54, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.6529, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.9302, loss: 4.5831, grad_norm: 6.4734 2021-07-03 03:59:12,598 - mmaction - INFO - Epoch [5][3320/3757] lr: 1.000e-02, eta: 6 days, 18:56:18, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.6663, top1_acc: 0.3477, top5_acc: 0.6164, loss_cls: 2.9781, loss: 4.6444, grad_norm: 6.4997 2021-07-03 03:59:33,551 - mmaction - INFO - Epoch [5][3340/3757] lr: 1.000e-02, eta: 6 days, 18:55:40, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.7222, top1_acc: 0.3445, top5_acc: 0.5883, loss_cls: 3.0563, loss: 4.7785, grad_norm: 6.6054 2021-07-03 03:59:55,311 - mmaction - INFO - Epoch [5][3360/3757] lr: 1.000e-02, eta: 6 days, 18:55:25, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.6917, top1_acc: 0.3461, top5_acc: 0.5961, loss_cls: 3.0073, loss: 4.6990, grad_norm: 6.5654 2021-07-03 04:00:17,393 - mmaction - INFO - Epoch [5][3380/3757] lr: 1.000e-02, eta: 6 days, 18:55:21, time: 1.104, data_time: 0.006, memory: 6921, loss_aux: 1.6765, top1_acc: 0.3547, top5_acc: 0.5922, loss_cls: 3.0096, loss: 4.6861, grad_norm: 6.5875 2021-07-03 04:00:38,387 - mmaction - INFO - Epoch [5][3400/3757] lr: 1.000e-02, eta: 6 days, 18:54:44, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.7181, top1_acc: 0.3492, top5_acc: 0.5836, loss_cls: 3.0424, loss: 4.7606, grad_norm: 6.6786 2021-07-03 04:00:59,142 - mmaction - INFO - Epoch [5][3420/3757] lr: 1.000e-02, eta: 6 days, 18:54:00, time: 1.038, data_time: 0.003, memory: 6921, loss_aux: 1.6687, top1_acc: 0.3477, top5_acc: 0.5961, loss_cls: 2.9651, loss: 4.6339, grad_norm: 6.6519 2021-07-03 04:01:20,224 - mmaction - INFO - Epoch [5][3440/3757] lr: 1.000e-02, eta: 6 days, 18:53:25, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.6714, top1_acc: 0.3422, top5_acc: 0.6102, loss_cls: 2.9219, loss: 4.5932, grad_norm: 6.5742 2021-07-03 04:01:41,638 - mmaction - INFO - Epoch [5][3460/3757] lr: 1.000e-02, eta: 6 days, 18:53:01, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.6617, top1_acc: 0.3453, top5_acc: 0.5906, loss_cls: 2.9687, loss: 4.6304, grad_norm: 6.5356 2021-07-03 04:02:03,347 - mmaction - INFO - Epoch [5][3480/3757] lr: 1.000e-02, eta: 6 days, 18:52:45, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 1.7003, top1_acc: 0.3453, top5_acc: 0.5898, loss_cls: 3.0600, loss: 4.7603, grad_norm: 6.5371 2021-07-03 04:02:24,401 - mmaction - INFO - Epoch [5][3500/3757] lr: 1.000e-02, eta: 6 days, 18:52:09, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.7019, top1_acc: 0.3336, top5_acc: 0.5883, loss_cls: 3.0358, loss: 4.7378, grad_norm: 6.5590 2021-07-03 04:02:45,437 - mmaction - INFO - Epoch [5][3520/3757] lr: 1.000e-02, eta: 6 days, 18:51:34, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.6182, top1_acc: 0.3656, top5_acc: 0.6289, loss_cls: 2.8515, loss: 4.4697, grad_norm: 6.5736 2021-07-03 04:03:06,957 - mmaction - INFO - Epoch [5][3540/3757] lr: 1.000e-02, eta: 6 days, 18:51:12, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.6758, top1_acc: 0.3383, top5_acc: 0.5969, loss_cls: 2.9888, loss: 4.6646, grad_norm: 6.7080 2021-07-03 04:03:27,958 - mmaction - INFO - Epoch [5][3560/3757] lr: 1.000e-02, eta: 6 days, 18:50:35, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.6453, top1_acc: 0.3219, top5_acc: 0.5930, loss_cls: 3.0098, loss: 4.6551, grad_norm: 6.5176 2021-07-03 04:03:48,925 - mmaction - INFO - Epoch [5][3580/3757] lr: 1.000e-02, eta: 6 days, 18:49:59, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.6455, top1_acc: 0.3719, top5_acc: 0.6258, loss_cls: 2.8827, loss: 4.5282, grad_norm: 6.5033 2021-07-03 04:04:10,655 - mmaction - INFO - Epoch [5][3600/3757] lr: 1.000e-02, eta: 6 days, 18:49:43, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.7053, top1_acc: 0.3305, top5_acc: 0.5773, loss_cls: 3.0633, loss: 4.7686, grad_norm: 6.5903 2021-07-03 04:04:31,694 - mmaction - INFO - Epoch [5][3620/3757] lr: 1.000e-02, eta: 6 days, 18:49:08, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.6244, top1_acc: 0.3633, top5_acc: 0.6266, loss_cls: 2.8621, loss: 4.4865, grad_norm: 6.3282 2021-07-03 04:04:52,923 - mmaction - INFO - Epoch [5][3640/3757] lr: 1.000e-02, eta: 6 days, 18:48:38, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.6955, top1_acc: 0.3320, top5_acc: 0.5961, loss_cls: 3.0316, loss: 4.7271, grad_norm: 6.7725 2021-07-03 04:05:14,046 - mmaction - INFO - Epoch [5][3660/3757] lr: 1.000e-02, eta: 6 days, 18:48:05, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.7286, top1_acc: 0.3203, top5_acc: 0.5859, loss_cls: 3.0657, loss: 4.7943, grad_norm: 6.7179 2021-07-03 04:05:35,523 - mmaction - INFO - Epoch [5][3680/3757] lr: 1.000e-02, eta: 6 days, 18:47:43, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.6721, top1_acc: 0.3555, top5_acc: 0.5813, loss_cls: 3.0230, loss: 4.6951, grad_norm: 6.4920 2021-07-03 04:05:57,217 - mmaction - INFO - Epoch [5][3700/3757] lr: 1.000e-02, eta: 6 days, 18:47:27, time: 1.085, data_time: 0.007, memory: 6921, loss_aux: 1.6751, top1_acc: 0.3211, top5_acc: 0.5906, loss_cls: 3.0053, loss: 4.6805, grad_norm: 6.4918 2021-07-03 04:06:17,982 - mmaction - INFO - Epoch [5][3720/3757] lr: 1.000e-02, eta: 6 days, 18:46:43, time: 1.038, data_time: 0.002, memory: 6921, loss_aux: 1.7294, top1_acc: 0.3180, top5_acc: 0.5641, loss_cls: 3.0968, loss: 4.8262, grad_norm: 6.6529 2021-07-03 04:06:39,165 - mmaction - INFO - Epoch [5][3740/3757] lr: 1.000e-02, eta: 6 days, 18:46:12, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.7401, top1_acc: 0.3352, top5_acc: 0.5820, loss_cls: 3.0610, loss: 4.8011, grad_norm: 6.5575 2021-07-03 04:06:57,348 - mmaction - INFO - Saving checkpoint at 5 epochs 2021-07-03 04:11:48,781 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-03 04:11:49,627 - mmaction - INFO - top1_acc 0.4371 top5_acc 0.7235 2021-07-03 04:11:49,627 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-03 04:11:49,660 - mmaction - INFO - mean_acc 0.4369 2021-07-03 04:11:49,671 - mmaction - INFO - Epoch(val) [5][310] top1_acc: 0.4371, top5_acc: 0.7235, mean_class_accuracy: 0.4369 2021-07-03 04:12:50,546 - mmaction - INFO - Epoch [6][20/3757] lr: 1.000e-02, eta: 6 days, 18:55:42, time: 3.042, data_time: 1.951, memory: 6921, loss_aux: 1.6364, top1_acc: 0.3609, top5_acc: 0.6102, loss_cls: 2.9036, loss: 4.5400, grad_norm: 6.4924 2021-07-03 04:13:11,573 - mmaction - INFO - Epoch [6][40/3757] lr: 1.000e-02, eta: 6 days, 18:55:04, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.6169, top1_acc: 0.3602, top5_acc: 0.6219, loss_cls: 2.8580, loss: 4.4749, grad_norm: 6.4650 2021-07-03 04:13:32,604 - mmaction - INFO - Epoch [6][60/3757] lr: 1.000e-02, eta: 6 days, 18:54:29, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.6927, top1_acc: 0.3438, top5_acc: 0.5922, loss_cls: 3.0179, loss: 4.7106, grad_norm: 6.6965 2021-07-03 04:13:53,626 - mmaction - INFO - Epoch [6][80/3757] lr: 1.000e-02, eta: 6 days, 18:53:53, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.6169, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8112, loss: 4.4280, grad_norm: 6.5596 2021-07-03 04:14:15,846 - mmaction - INFO - Epoch [6][100/3757] lr: 1.000e-02, eta: 6 days, 18:53:52, time: 1.112, data_time: 0.072, memory: 6921, loss_aux: 1.7201, top1_acc: 0.3352, top5_acc: 0.5930, loss_cls: 3.0554, loss: 4.7755, grad_norm: 6.9813 2021-07-03 04:14:36,938 - mmaction - INFO - Epoch [6][120/3757] lr: 1.000e-02, eta: 6 days, 18:53:16, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.6685, top1_acc: 0.3320, top5_acc: 0.5820, loss_cls: 2.9835, loss: 4.6521, grad_norm: 6.6542 2021-07-03 04:14:58,090 - mmaction - INFO - Epoch [6][140/3757] lr: 1.000e-02, eta: 6 days, 18:52:45, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.6839, top1_acc: 0.3516, top5_acc: 0.5859, loss_cls: 3.0026, loss: 4.6865, grad_norm: 6.6120 2021-07-03 04:15:19,042 - mmaction - INFO - Epoch [6][160/3757] lr: 1.000e-02, eta: 6 days, 18:52:06, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.6594, top1_acc: 0.3531, top5_acc: 0.5992, loss_cls: 2.9431, loss: 4.6025, grad_norm: 6.4166 2021-07-03 04:15:40,399 - mmaction - INFO - Epoch [6][180/3757] lr: 1.000e-02, eta: 6 days, 18:51:40, time: 1.069, data_time: 0.027, memory: 6921, loss_aux: 1.6866, top1_acc: 0.3672, top5_acc: 0.6039, loss_cls: 2.9656, loss: 4.6522, grad_norm: 6.7817 2021-07-03 04:16:02,161 - mmaction - INFO - Epoch [6][200/3757] lr: 1.000e-02, eta: 6 days, 18:51:25, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.6212, top1_acc: 0.3672, top5_acc: 0.6273, loss_cls: 2.8716, loss: 4.4928, grad_norm: 6.6060 2021-07-03 04:16:23,040 - mmaction - INFO - Epoch [6][220/3757] lr: 1.000e-02, eta: 6 days, 18:50:44, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.6568, top1_acc: 0.3352, top5_acc: 0.5930, loss_cls: 2.9867, loss: 4.6436, grad_norm: 6.6498 2021-07-03 04:16:43,825 - mmaction - INFO - Epoch [6][240/3757] lr: 1.000e-02, eta: 6 days, 18:50:02, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.6544, top1_acc: 0.3719, top5_acc: 0.6305, loss_cls: 2.8673, loss: 4.5217, grad_norm: 6.3926 2021-07-03 04:17:04,657 - mmaction - INFO - Epoch [6][260/3757] lr: 1.000e-02, eta: 6 days, 18:49:20, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.6866, top1_acc: 0.3555, top5_acc: 0.6039, loss_cls: 2.9876, loss: 4.6743, grad_norm: 6.6756 2021-07-03 04:17:26,303 - mmaction - INFO - Epoch [6][280/3757] lr: 1.000e-02, eta: 6 days, 18:49:01, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.6722, top1_acc: 0.3391, top5_acc: 0.5977, loss_cls: 3.0451, loss: 4.7174, grad_norm: 6.6582 2021-07-03 04:17:48,113 - mmaction - INFO - Epoch [6][300/3757] lr: 1.000e-02, eta: 6 days, 18:48:48, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.6757, top1_acc: 0.3508, top5_acc: 0.6062, loss_cls: 2.9595, loss: 4.6352, grad_norm: 6.5202 2021-07-03 04:18:10,135 - mmaction - INFO - Epoch [6][320/3757] lr: 1.000e-02, eta: 6 days, 18:48:41, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.6695, top1_acc: 0.3391, top5_acc: 0.5930, loss_cls: 2.9713, loss: 4.6407, grad_norm: 6.3542 2021-07-03 04:18:30,985 - mmaction - INFO - Epoch [6][340/3757] lr: 1.000e-02, eta: 6 days, 18:48:00, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.6243, top1_acc: 0.3883, top5_acc: 0.6508, loss_cls: 2.7808, loss: 4.4051, grad_norm: 6.5684 2021-07-03 04:18:52,281 - mmaction - INFO - Epoch [6][360/3757] lr: 1.000e-02, eta: 6 days, 18:47:32, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.6548, top1_acc: 0.3656, top5_acc: 0.5898, loss_cls: 2.8833, loss: 4.5381, grad_norm: 6.5978 2021-07-03 04:19:13,265 - mmaction - INFO - Epoch [6][380/3757] lr: 1.000e-02, eta: 6 days, 18:46:54, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.6113, top1_acc: 0.3609, top5_acc: 0.6328, loss_cls: 2.8561, loss: 4.4674, grad_norm: 6.8106 2021-07-03 04:19:34,346 - mmaction - INFO - Epoch [6][400/3757] lr: 1.000e-02, eta: 6 days, 18:46:20, time: 1.055, data_time: 0.008, memory: 6921, loss_aux: 1.6613, top1_acc: 0.3570, top5_acc: 0.6195, loss_cls: 2.9307, loss: 4.5919, grad_norm: 6.7776 2021-07-03 04:19:55,463 - mmaction - INFO - Epoch [6][420/3757] lr: 1.000e-02, eta: 6 days, 18:45:46, time: 1.054, data_time: 0.010, memory: 6921, loss_aux: 1.6551, top1_acc: 0.3609, top5_acc: 0.6055, loss_cls: 2.9403, loss: 4.5954, grad_norm: 6.6497 2021-07-03 04:20:16,460 - mmaction - INFO - Epoch [6][440/3757] lr: 1.000e-02, eta: 6 days, 18:45:10, time: 1.051, data_time: 0.008, memory: 6921, loss_aux: 1.6635, top1_acc: 0.3359, top5_acc: 0.6148, loss_cls: 2.9826, loss: 4.6460, grad_norm: 6.6237 2021-07-03 04:20:37,686 - mmaction - INFO - Epoch [6][460/3757] lr: 1.000e-02, eta: 6 days, 18:44:39, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.6705, top1_acc: 0.3367, top5_acc: 0.5969, loss_cls: 3.0318, loss: 4.7024, grad_norm: 6.5440 2021-07-03 04:20:59,382 - mmaction - INFO - Epoch [6][480/3757] lr: 1.000e-02, eta: 6 days, 18:44:24, time: 1.088, data_time: 0.006, memory: 6921, loss_aux: 1.6529, top1_acc: 0.3578, top5_acc: 0.5953, loss_cls: 2.9397, loss: 4.5927, grad_norm: 6.4463 2021-07-03 04:21:20,248 - mmaction - INFO - Epoch [6][500/3757] lr: 1.000e-02, eta: 6 days, 18:43:44, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.6661, top1_acc: 0.3570, top5_acc: 0.6102, loss_cls: 2.9363, loss: 4.6024, grad_norm: 6.5722 2021-07-03 04:21:41,343 - mmaction - INFO - Epoch [6][520/3757] lr: 1.000e-02, eta: 6 days, 18:43:10, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.6839, top1_acc: 0.3445, top5_acc: 0.5930, loss_cls: 2.9802, loss: 4.6641, grad_norm: 6.5616 2021-07-03 04:22:02,508 - mmaction - INFO - Epoch [6][540/3757] lr: 1.000e-02, eta: 6 days, 18:42:38, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.6663, top1_acc: 0.3563, top5_acc: 0.6117, loss_cls: 3.0161, loss: 4.6824, grad_norm: 6.5443 2021-07-03 04:22:23,928 - mmaction - INFO - Epoch [6][560/3757] lr: 1.000e-02, eta: 6 days, 18:42:13, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.6713, top1_acc: 0.3445, top5_acc: 0.5906, loss_cls: 3.0102, loss: 4.6815, grad_norm: 6.5796 2021-07-03 04:22:44,867 - mmaction - INFO - Epoch [6][580/3757] lr: 1.000e-02, eta: 6 days, 18:41:35, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.6079, top1_acc: 0.3773, top5_acc: 0.6352, loss_cls: 2.8263, loss: 4.4342, grad_norm: 6.3822 2021-07-03 04:23:05,976 - mmaction - INFO - Epoch [6][600/3757] lr: 1.000e-02, eta: 6 days, 18:41:02, time: 1.057, data_time: 0.008, memory: 6921, loss_aux: 1.6546, top1_acc: 0.3688, top5_acc: 0.6180, loss_cls: 2.8919, loss: 4.5466, grad_norm: 6.4767 2021-07-03 04:23:27,107 - mmaction - INFO - Epoch [6][620/3757] lr: 1.000e-02, eta: 6 days, 18:40:30, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.6850, top1_acc: 0.3320, top5_acc: 0.6164, loss_cls: 2.9649, loss: 4.6499, grad_norm: 6.7205 2021-07-03 04:23:48,647 - mmaction - INFO - Epoch [6][640/3757] lr: 1.000e-02, eta: 6 days, 18:40:08, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.6943, top1_acc: 0.3422, top5_acc: 0.5961, loss_cls: 3.0056, loss: 4.6999, grad_norm: 6.6424 2021-07-03 04:24:09,489 - mmaction - INFO - Epoch [6][660/3757] lr: 1.000e-02, eta: 6 days, 18:39:28, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.6249, top1_acc: 0.3664, top5_acc: 0.6133, loss_cls: 2.8910, loss: 4.5159, grad_norm: 6.3379 2021-07-03 04:24:30,975 - mmaction - INFO - Epoch [6][680/3757] lr: 1.000e-02, eta: 6 days, 18:39:06, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.6678, top1_acc: 0.3547, top5_acc: 0.5992, loss_cls: 2.9610, loss: 4.6289, grad_norm: 6.5647 2021-07-03 04:24:51,924 - mmaction - INFO - Epoch [6][700/3757] lr: 1.000e-02, eta: 6 days, 18:38:28, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.6487, top1_acc: 0.3625, top5_acc: 0.6289, loss_cls: 2.8900, loss: 4.5387, grad_norm: 6.6606 2021-07-03 04:25:13,199 - mmaction - INFO - Epoch [6][720/3757] lr: 1.000e-02, eta: 6 days, 18:37:59, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.6315, top1_acc: 0.3547, top5_acc: 0.6195, loss_cls: 2.8925, loss: 4.5240, grad_norm: 6.8294 2021-07-03 04:25:34,164 - mmaction - INFO - Epoch [6][740/3757] lr: 1.000e-02, eta: 6 days, 18:37:22, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.6768, top1_acc: 0.3352, top5_acc: 0.5930, loss_cls: 3.0079, loss: 4.6847, grad_norm: 6.5435 2021-07-03 04:25:55,217 - mmaction - INFO - Epoch [6][760/3757] lr: 1.000e-02, eta: 6 days, 18:36:47, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.6932, top1_acc: 0.3234, top5_acc: 0.5875, loss_cls: 3.0129, loss: 4.7060, grad_norm: 6.5671 2021-07-03 04:26:17,054 - mmaction - INFO - Epoch [6][780/3757] lr: 1.000e-02, eta: 6 days, 18:36:36, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.6507, top1_acc: 0.3508, top5_acc: 0.6180, loss_cls: 2.9306, loss: 4.5812, grad_norm: 6.4011 2021-07-03 04:26:38,565 - mmaction - INFO - Epoch [6][800/3757] lr: 1.000e-02, eta: 6 days, 18:36:14, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.6360, top1_acc: 0.3469, top5_acc: 0.6125, loss_cls: 2.9154, loss: 4.5515, grad_norm: 6.4428 2021-07-03 04:26:59,603 - mmaction - INFO - Epoch [6][820/3757] lr: 1.000e-02, eta: 6 days, 18:35:38, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.6847, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0057, loss: 4.6905, grad_norm: 6.5356 2021-07-03 04:27:20,488 - mmaction - INFO - Epoch [6][840/3757] lr: 1.000e-02, eta: 6 days, 18:34:59, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 1.6787, top1_acc: 0.3336, top5_acc: 0.5766, loss_cls: 3.0188, loss: 4.6975, grad_norm: 6.5059 2021-07-03 04:27:41,535 - mmaction - INFO - Epoch [6][860/3757] lr: 1.000e-02, eta: 6 days, 18:34:25, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.6387, top1_acc: 0.3453, top5_acc: 0.6078, loss_cls: 2.8876, loss: 4.5263, grad_norm: 6.4401 2021-07-03 04:28:02,592 - mmaction - INFO - Epoch [6][880/3757] lr: 1.000e-02, eta: 6 days, 18:33:51, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.6960, top1_acc: 0.3242, top5_acc: 0.5984, loss_cls: 3.0251, loss: 4.7211, grad_norm: 6.6519 2021-07-03 04:28:23,708 - mmaction - INFO - Epoch [6][900/3757] lr: 1.000e-02, eta: 6 days, 18:33:17, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.6539, top1_acc: 0.3594, top5_acc: 0.5922, loss_cls: 3.0054, loss: 4.6593, grad_norm: 6.4821 2021-07-03 04:28:45,018 - mmaction - INFO - Epoch [6][920/3757] lr: 1.000e-02, eta: 6 days, 18:32:49, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.6803, top1_acc: 0.3375, top5_acc: 0.5898, loss_cls: 2.9586, loss: 4.6388, grad_norm: 6.5676 2021-07-03 04:29:05,934 - mmaction - INFO - Epoch [6][940/3757] lr: 1.000e-02, eta: 6 days, 18:32:12, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.6987, top1_acc: 0.3414, top5_acc: 0.5953, loss_cls: 3.0316, loss: 4.7303, grad_norm: 6.5189 2021-07-03 04:29:26,937 - mmaction - INFO - Epoch [6][960/3757] lr: 1.000e-02, eta: 6 days, 18:31:37, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.6864, top1_acc: 0.3492, top5_acc: 0.5977, loss_cls: 3.0266, loss: 4.7130, grad_norm: 6.5817 2021-07-03 04:29:48,076 - mmaction - INFO - Epoch [6][980/3757] lr: 1.000e-02, eta: 6 days, 18:31:05, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.6397, top1_acc: 0.3664, top5_acc: 0.6195, loss_cls: 2.8947, loss: 4.5344, grad_norm: 6.4768 2021-07-03 04:30:09,149 - mmaction - INFO - Epoch [6][1000/3757] lr: 1.000e-02, eta: 6 days, 18:30:31, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.6524, top1_acc: 0.3602, top5_acc: 0.6117, loss_cls: 2.9193, loss: 4.5717, grad_norm: 6.5862 2021-07-03 04:30:30,165 - mmaction - INFO - Epoch [6][1020/3757] lr: 1.000e-02, eta: 6 days, 18:29:55, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.6663, top1_acc: 0.3688, top5_acc: 0.6188, loss_cls: 2.9085, loss: 4.5748, grad_norm: 6.6797 2021-07-03 04:30:51,241 - mmaction - INFO - Epoch [6][1040/3757] lr: 1.000e-02, eta: 6 days, 18:29:22, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.6202, top1_acc: 0.3547, top5_acc: 0.6180, loss_cls: 2.9106, loss: 4.5308, grad_norm: 6.5300 2021-07-03 04:31:13,228 - mmaction - INFO - Epoch [6][1060/3757] lr: 1.000e-02, eta: 6 days, 18:29:12, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.6173, top1_acc: 0.3742, top5_acc: 0.6094, loss_cls: 2.8365, loss: 4.4538, grad_norm: 6.6504 2021-07-03 04:31:34,429 - mmaction - INFO - Epoch [6][1080/3757] lr: 1.000e-02, eta: 6 days, 18:28:42, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.6511, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 2.9625, loss: 4.6136, grad_norm: 6.6307 2021-07-03 04:31:55,767 - mmaction - INFO - Epoch [6][1100/3757] lr: 1.000e-02, eta: 6 days, 18:28:16, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.6290, top1_acc: 0.3461, top5_acc: 0.6242, loss_cls: 2.9165, loss: 4.5455, grad_norm: 6.6659 2021-07-03 04:32:17,252 - mmaction - INFO - Epoch [6][1120/3757] lr: 1.000e-02, eta: 6 days, 18:27:54, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.6107, top1_acc: 0.3586, top5_acc: 0.6250, loss_cls: 2.8928, loss: 4.5035, grad_norm: 6.4977 2021-07-03 04:32:39,856 - mmaction - INFO - Epoch [6][1140/3757] lr: 1.000e-02, eta: 6 days, 18:28:02, time: 1.130, data_time: 0.001, memory: 6921, loss_aux: 1.6406, top1_acc: 0.3617, top5_acc: 0.6102, loss_cls: 2.9114, loss: 4.5520, grad_norm: 6.4911 2021-07-03 04:33:00,685 - mmaction - INFO - Epoch [6][1160/3757] lr: 1.000e-02, eta: 6 days, 18:27:21, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.6929, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0042, loss: 4.6970, grad_norm: 6.6238 2021-07-03 04:33:21,626 - mmaction - INFO - Epoch [6][1180/3757] lr: 1.000e-02, eta: 6 days, 18:26:44, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.6536, top1_acc: 0.3539, top5_acc: 0.6141, loss_cls: 2.9070, loss: 4.5606, grad_norm: 6.5038 2021-07-03 04:33:42,921 - mmaction - INFO - Epoch [6][1200/3757] lr: 1.000e-02, eta: 6 days, 18:26:16, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.6445, top1_acc: 0.3508, top5_acc: 0.6086, loss_cls: 2.9227, loss: 4.5672, grad_norm: 6.6854 2021-07-03 04:34:03,802 - mmaction - INFO - Epoch [6][1220/3757] lr: 1.000e-02, eta: 6 days, 18:25:39, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.5983, top1_acc: 0.3766, top5_acc: 0.6195, loss_cls: 2.8194, loss: 4.4177, grad_norm: 6.4310 2021-07-03 04:34:24,992 - mmaction - INFO - Epoch [6][1240/3757] lr: 1.000e-02, eta: 6 days, 18:25:07, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.6804, top1_acc: 0.3594, top5_acc: 0.5836, loss_cls: 3.0135, loss: 4.6939, grad_norm: 6.4089 2021-07-03 04:34:46,839 - mmaction - INFO - Epoch [6][1260/3757] lr: 1.000e-02, eta: 6 days, 18:24:55, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.6838, top1_acc: 0.3531, top5_acc: 0.6016, loss_cls: 2.9973, loss: 4.6811, grad_norm: 6.7756 2021-07-03 04:35:09,047 - mmaction - INFO - Epoch [6][1280/3757] lr: 1.000e-02, eta: 6 days, 18:24:51, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.6802, top1_acc: 0.3492, top5_acc: 0.5906, loss_cls: 3.0256, loss: 4.7058, grad_norm: 6.7208 2021-07-03 04:35:29,977 - mmaction - INFO - Epoch [6][1300/3757] lr: 1.000e-02, eta: 6 days, 18:24:15, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.6899, top1_acc: 0.3453, top5_acc: 0.6078, loss_cls: 2.9326, loss: 4.6225, grad_norm: 6.6371 2021-07-03 04:35:51,242 - mmaction - INFO - Epoch [6][1320/3757] lr: 1.000e-02, eta: 6 days, 18:23:46, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.6470, top1_acc: 0.3563, top5_acc: 0.6055, loss_cls: 2.9238, loss: 4.5708, grad_norm: 6.6296 2021-07-03 04:36:12,678 - mmaction - INFO - Epoch [6][1340/3757] lr: 1.000e-02, eta: 6 days, 18:23:23, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.6242, top1_acc: 0.3523, top5_acc: 0.6047, loss_cls: 2.9605, loss: 4.5847, grad_norm: 6.6329 2021-07-03 04:36:33,896 - mmaction - INFO - Epoch [6][1360/3757] lr: 1.000e-02, eta: 6 days, 18:22:54, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.6348, top1_acc: 0.3406, top5_acc: 0.6078, loss_cls: 2.9113, loss: 4.5461, grad_norm: 6.4049 2021-07-03 04:36:55,125 - mmaction - INFO - Epoch [6][1380/3757] lr: 1.000e-02, eta: 6 days, 18:22:24, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.7269, top1_acc: 0.3484, top5_acc: 0.5750, loss_cls: 3.0930, loss: 4.8199, grad_norm: 6.4673 2021-07-03 04:37:17,076 - mmaction - INFO - Epoch [6][1400/3757] lr: 1.000e-02, eta: 6 days, 18:22:14, time: 1.097, data_time: 0.052, memory: 6921, loss_aux: 1.6692, top1_acc: 0.3477, top5_acc: 0.6031, loss_cls: 2.9423, loss: 4.6115, grad_norm: 6.5539 2021-07-03 04:37:37,981 - mmaction - INFO - Epoch [6][1420/3757] lr: 1.000e-02, eta: 6 days, 18:21:36, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.6670, top1_acc: 0.3523, top5_acc: 0.6055, loss_cls: 2.9817, loss: 4.6487, grad_norm: 6.6645 2021-07-03 04:37:59,139 - mmaction - INFO - Epoch [6][1440/3757] lr: 1.000e-02, eta: 6 days, 18:21:05, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.6862, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 2.9861, loss: 4.6723, grad_norm: 6.5483 2021-07-03 04:38:20,347 - mmaction - INFO - Epoch [6][1460/3757] lr: 1.000e-02, eta: 6 days, 18:20:35, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.6779, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.8984, loss: 4.5763, grad_norm: 6.6436 2021-07-03 04:38:41,708 - mmaction - INFO - Epoch [6][1480/3757] lr: 1.000e-02, eta: 6 days, 18:20:10, time: 1.070, data_time: 0.028, memory: 6921, loss_aux: 1.6451, top1_acc: 0.3547, top5_acc: 0.6062, loss_cls: 2.9163, loss: 4.5613, grad_norm: 6.8610 2021-07-03 04:39:02,617 - mmaction - INFO - Epoch [6][1500/3757] lr: 1.000e-02, eta: 6 days, 18:19:32, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.6932, top1_acc: 0.3375, top5_acc: 0.6086, loss_cls: 2.9900, loss: 4.6832, grad_norm: 6.5919 2021-07-03 04:39:24,433 - mmaction - INFO - Epoch [6][1520/3757] lr: 1.000e-02, eta: 6 days, 18:19:19, time: 1.092, data_time: 0.062, memory: 6921, loss_aux: 1.6279, top1_acc: 0.3555, top5_acc: 0.6133, loss_cls: 2.9085, loss: 4.5364, grad_norm: 6.5190 2021-07-03 04:39:45,576 - mmaction - INFO - Epoch [6][1540/3757] lr: 1.000e-02, eta: 6 days, 18:18:47, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.6676, top1_acc: 0.3609, top5_acc: 0.5906, loss_cls: 2.9762, loss: 4.6437, grad_norm: 6.6944 2021-07-03 04:40:06,612 - mmaction - INFO - Epoch [6][1560/3757] lr: 1.000e-02, eta: 6 days, 18:18:13, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.6619, top1_acc: 0.3391, top5_acc: 0.6023, loss_cls: 2.9628, loss: 4.6247, grad_norm: 6.6113 2021-07-03 04:40:28,522 - mmaction - INFO - Epoch [6][1580/3757] lr: 1.000e-02, eta: 6 days, 18:18:02, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.6473, top1_acc: 0.3438, top5_acc: 0.6055, loss_cls: 2.9556, loss: 4.6029, grad_norm: 6.4050 2021-07-03 04:40:50,268 - mmaction - INFO - Epoch [6][1600/3757] lr: 1.000e-02, eta: 6 days, 18:17:46, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.6697, top1_acc: 0.3492, top5_acc: 0.5992, loss_cls: 2.9582, loss: 4.6280, grad_norm: 6.4064 2021-07-03 04:41:11,151 - mmaction - INFO - Epoch [6][1620/3757] lr: 1.000e-02, eta: 6 days, 18:17:09, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.6721, top1_acc: 0.3391, top5_acc: 0.5930, loss_cls: 2.9940, loss: 4.6661, grad_norm: 6.5834 2021-07-03 04:41:32,182 - mmaction - INFO - Epoch [6][1640/3757] lr: 1.000e-02, eta: 6 days, 18:16:34, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.6227, top1_acc: 0.3609, top5_acc: 0.5992, loss_cls: 2.8976, loss: 4.5203, grad_norm: 6.4656 2021-07-03 04:41:53,148 - mmaction - INFO - Epoch [6][1660/3757] lr: 1.000e-02, eta: 6 days, 18:15:58, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.6763, top1_acc: 0.3500, top5_acc: 0.6039, loss_cls: 2.9522, loss: 4.6285, grad_norm: 6.3944 2021-07-03 04:42:14,105 - mmaction - INFO - Epoch [6][1680/3757] lr: 1.000e-02, eta: 6 days, 18:15:23, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.6809, top1_acc: 0.3398, top5_acc: 0.5898, loss_cls: 2.9716, loss: 4.6525, grad_norm: 6.6159 2021-07-03 04:42:35,064 - mmaction - INFO - Epoch [6][1700/3757] lr: 1.000e-02, eta: 6 days, 18:14:46, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.6313, top1_acc: 0.3508, top5_acc: 0.5992, loss_cls: 2.9237, loss: 4.5550, grad_norm: 6.5054 2021-07-03 04:42:56,248 - mmaction - INFO - Epoch [6][1720/3757] lr: 1.000e-02, eta: 6 days, 18:14:16, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.6534, top1_acc: 0.3547, top5_acc: 0.5953, loss_cls: 2.9470, loss: 4.6005, grad_norm: 6.4465 2021-07-03 04:43:17,899 - mmaction - INFO - Epoch [6][1740/3757] lr: 1.000e-02, eta: 6 days, 18:13:57, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.5952, top1_acc: 0.3961, top5_acc: 0.6508, loss_cls: 2.7319, loss: 4.3270, grad_norm: 6.4612 2021-07-03 04:43:38,806 - mmaction - INFO - Epoch [6][1760/3757] lr: 1.000e-02, eta: 6 days, 18:13:20, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.7076, top1_acc: 0.3180, top5_acc: 0.5914, loss_cls: 3.0405, loss: 4.7481, grad_norm: 6.8102 2021-07-03 04:44:00,610 - mmaction - INFO - Epoch [6][1780/3757] lr: 1.000e-02, eta: 6 days, 18:13:06, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.6739, top1_acc: 0.3453, top5_acc: 0.5875, loss_cls: 3.0522, loss: 4.7261, grad_norm: 6.3996 2021-07-03 04:44:22,739 - mmaction - INFO - Epoch [6][1800/3757] lr: 1.000e-02, eta: 6 days, 18:13:02, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.6551, top1_acc: 0.3594, top5_acc: 0.6086, loss_cls: 2.9594, loss: 4.6145, grad_norm: 6.3858 2021-07-03 04:44:43,735 - mmaction - INFO - Epoch [6][1820/3757] lr: 1.000e-02, eta: 6 days, 18:12:26, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.6277, top1_acc: 0.3547, top5_acc: 0.6078, loss_cls: 2.9417, loss: 4.5695, grad_norm: 6.4069 2021-07-03 04:45:04,767 - mmaction - INFO - Epoch [6][1840/3757] lr: 1.000e-02, eta: 6 days, 18:11:52, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.6726, top1_acc: 0.3633, top5_acc: 0.5938, loss_cls: 2.9754, loss: 4.6480, grad_norm: 6.5643 2021-07-03 04:45:26,018 - mmaction - INFO - Epoch [6][1860/3757] lr: 1.000e-02, eta: 6 days, 18:11:24, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.6661, top1_acc: 0.3383, top5_acc: 0.6125, loss_cls: 2.9817, loss: 4.6478, grad_norm: 6.6077 2021-07-03 04:45:46,914 - mmaction - INFO - Epoch [6][1880/3757] lr: 1.000e-02, eta: 6 days, 18:10:46, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.6606, top1_acc: 0.3375, top5_acc: 0.5945, loss_cls: 2.9846, loss: 4.6451, grad_norm: 6.7786 2021-07-03 04:46:08,156 - mmaction - INFO - Epoch [6][1900/3757] lr: 1.000e-02, eta: 6 days, 18:10:18, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.6436, top1_acc: 0.3555, top5_acc: 0.5922, loss_cls: 2.9354, loss: 4.5790, grad_norm: 6.6207 2021-07-03 04:46:29,337 - mmaction - INFO - Epoch [6][1920/3757] lr: 1.000e-02, eta: 6 days, 18:09:48, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.5813, top1_acc: 0.3695, top5_acc: 0.6109, loss_cls: 2.8438, loss: 4.4251, grad_norm: 6.6529 2021-07-03 04:46:50,714 - mmaction - INFO - Epoch [6][1940/3757] lr: 1.000e-02, eta: 6 days, 18:09:22, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.6455, top1_acc: 0.3617, top5_acc: 0.6023, loss_cls: 2.9631, loss: 4.6086, grad_norm: 6.6887 2021-07-03 04:47:11,735 - mmaction - INFO - Epoch [6][1960/3757] lr: 1.000e-02, eta: 6 days, 18:08:49, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.6142, top1_acc: 0.3688, top5_acc: 0.6234, loss_cls: 2.8568, loss: 4.4709, grad_norm: 6.4173 2021-07-03 04:47:32,747 - mmaction - INFO - Epoch [6][1980/3757] lr: 1.000e-02, eta: 6 days, 18:08:14, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.6353, top1_acc: 0.3664, top5_acc: 0.6031, loss_cls: 2.8248, loss: 4.4601, grad_norm: 6.4261 2021-07-03 04:47:54,578 - mmaction - INFO - Epoch [6][2000/3757] lr: 1.000e-02, eta: 6 days, 18:08:02, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.6683, top1_acc: 0.3641, top5_acc: 0.5992, loss_cls: 2.9492, loss: 4.6174, grad_norm: 6.6762 2021-07-03 04:48:15,789 - mmaction - INFO - Epoch [6][2020/3757] lr: 1.000e-02, eta: 6 days, 18:07:32, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.6280, top1_acc: 0.3602, top5_acc: 0.6109, loss_cls: 2.9027, loss: 4.5307, grad_norm: 6.4799 2021-07-03 04:48:36,871 - mmaction - INFO - Epoch [6][2040/3757] lr: 1.000e-02, eta: 6 days, 18:07:00, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.6267, top1_acc: 0.3695, top5_acc: 0.6156, loss_cls: 2.9020, loss: 4.5287, grad_norm: 6.5304 2021-07-03 04:48:57,811 - mmaction - INFO - Epoch [6][2060/3757] lr: 1.000e-02, eta: 6 days, 18:06:23, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.6493, top1_acc: 0.3570, top5_acc: 0.6102, loss_cls: 2.9324, loss: 4.5817, grad_norm: 6.5634 2021-07-03 04:49:18,777 - mmaction - INFO - Epoch [6][2080/3757] lr: 1.000e-02, eta: 6 days, 18:05:47, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.6850, top1_acc: 0.3406, top5_acc: 0.6055, loss_cls: 2.9910, loss: 4.6759, grad_norm: 6.5877 2021-07-03 04:49:40,796 - mmaction - INFO - Epoch [6][2100/3757] lr: 1.000e-02, eta: 6 days, 18:05:39, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.6443, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.9413, loss: 4.5856, grad_norm: 6.5920 2021-07-03 04:50:01,865 - mmaction - INFO - Epoch [6][2120/3757] lr: 1.000e-02, eta: 6 days, 18:05:06, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.6163, top1_acc: 0.3906, top5_acc: 0.6242, loss_cls: 2.7977, loss: 4.4140, grad_norm: 6.7054 2021-07-03 04:50:22,826 - mmaction - INFO - Epoch [6][2140/3757] lr: 1.000e-02, eta: 6 days, 18:04:31, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.6503, top1_acc: 0.3445, top5_acc: 0.6000, loss_cls: 2.9465, loss: 4.5968, grad_norm: 6.6782 2021-07-03 04:50:43,997 - mmaction - INFO - Epoch [6][2160/3757] lr: 1.000e-02, eta: 6 days, 18:04:00, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.6262, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.8686, loss: 4.4948, grad_norm: 6.6795 2021-07-03 04:51:05,373 - mmaction - INFO - Epoch [6][2180/3757] lr: 1.000e-02, eta: 6 days, 18:03:36, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.6567, top1_acc: 0.3563, top5_acc: 0.5922, loss_cls: 2.9758, loss: 4.6325, grad_norm: 6.6279 2021-07-03 04:51:26,316 - mmaction - INFO - Epoch [6][2200/3757] lr: 1.000e-02, eta: 6 days, 18:02:59, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.6410, top1_acc: 0.3570, top5_acc: 0.5867, loss_cls: 2.9645, loss: 4.6055, grad_norm: 6.5205 2021-07-03 04:51:48,400 - mmaction - INFO - Epoch [6][2220/3757] lr: 1.000e-02, eta: 6 days, 18:02:53, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.6543, top1_acc: 0.3531, top5_acc: 0.5984, loss_cls: 2.9655, loss: 4.6199, grad_norm: 6.5942 2021-07-03 04:52:09,390 - mmaction - INFO - Epoch [6][2240/3757] lr: 1.000e-02, eta: 6 days, 18:02:18, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.6410, top1_acc: 0.3734, top5_acc: 0.6070, loss_cls: 2.9167, loss: 4.5577, grad_norm: 6.4982 2021-07-03 04:52:30,966 - mmaction - INFO - Epoch [6][2260/3757] lr: 1.000e-02, eta: 6 days, 18:01:59, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.6459, top1_acc: 0.3344, top5_acc: 0.6141, loss_cls: 2.9294, loss: 4.5752, grad_norm: 6.5274 2021-07-03 04:52:52,420 - mmaction - INFO - Epoch [6][2280/3757] lr: 1.000e-02, eta: 6 days, 18:01:35, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.6251, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8223, loss: 4.4474, grad_norm: 6.5206 2021-07-03 04:53:13,565 - mmaction - INFO - Epoch [6][2300/3757] lr: 1.000e-02, eta: 6 days, 18:01:05, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.6074, top1_acc: 0.3641, top5_acc: 0.6125, loss_cls: 2.9035, loss: 4.5108, grad_norm: 6.5239 2021-07-03 04:53:34,562 - mmaction - INFO - Epoch [6][2320/3757] lr: 1.000e-02, eta: 6 days, 18:00:31, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.6709, top1_acc: 0.3391, top5_acc: 0.5969, loss_cls: 2.9662, loss: 4.6371, grad_norm: 6.6012 2021-07-03 04:53:55,814 - mmaction - INFO - Epoch [6][2340/3757] lr: 1.000e-02, eta: 6 days, 18:00:02, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.6362, top1_acc: 0.3711, top5_acc: 0.6086, loss_cls: 2.8897, loss: 4.5259, grad_norm: 6.6185 2021-07-03 04:54:17,137 - mmaction - INFO - Epoch [6][2360/3757] lr: 1.000e-02, eta: 6 days, 17:59:35, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.6583, top1_acc: 0.3453, top5_acc: 0.5906, loss_cls: 2.9732, loss: 4.6315, grad_norm: 6.5507 2021-07-03 04:54:38,503 - mmaction - INFO - Epoch [6][2380/3757] lr: 1.000e-02, eta: 6 days, 17:59:11, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.6622, top1_acc: 0.3336, top5_acc: 0.6070, loss_cls: 2.9470, loss: 4.6092, grad_norm: 6.8081 2021-07-03 04:55:00,565 - mmaction - INFO - Epoch [6][2400/3757] lr: 1.000e-02, eta: 6 days, 17:59:04, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.6657, top1_acc: 0.3602, top5_acc: 0.6039, loss_cls: 2.9016, loss: 4.5673, grad_norm: 6.5044 2021-07-03 04:55:21,533 - mmaction - INFO - Epoch [6][2420/3757] lr: 1.000e-02, eta: 6 days, 17:58:29, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.6467, top1_acc: 0.3484, top5_acc: 0.5961, loss_cls: 2.9748, loss: 4.6215, grad_norm: 6.4870 2021-07-03 04:55:42,307 - mmaction - INFO - Epoch [6][2440/3757] lr: 1.000e-02, eta: 6 days, 17:57:49, time: 1.039, data_time: 0.003, memory: 6921, loss_aux: 1.6668, top1_acc: 0.3664, top5_acc: 0.5992, loss_cls: 2.9616, loss: 4.6284, grad_norm: 6.5393 2021-07-03 04:56:03,325 - mmaction - INFO - Epoch [6][2460/3757] lr: 1.000e-02, eta: 6 days, 17:57:15, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.6634, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9901, loss: 4.6535, grad_norm: 6.7008 2021-07-03 04:56:24,868 - mmaction - INFO - Epoch [6][2480/3757] lr: 1.000e-02, eta: 6 days, 17:56:54, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.6144, top1_acc: 0.3578, top5_acc: 0.6172, loss_cls: 2.8876, loss: 4.5021, grad_norm: 6.4714 2021-07-03 04:56:46,338 - mmaction - INFO - Epoch [6][2500/3757] lr: 1.000e-02, eta: 6 days, 17:56:31, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.6852, top1_acc: 0.3328, top5_acc: 0.6016, loss_cls: 2.9859, loss: 4.6711, grad_norm: 6.6155 2021-07-03 04:57:07,435 - mmaction - INFO - Epoch [6][2520/3757] lr: 1.000e-02, eta: 6 days, 17:55:59, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.6541, top1_acc: 0.3594, top5_acc: 0.5992, loss_cls: 2.9338, loss: 4.5879, grad_norm: 6.5573 2021-07-03 04:57:28,366 - mmaction - INFO - Epoch [6][2540/3757] lr: 1.000e-02, eta: 6 days, 17:55:24, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.6463, top1_acc: 0.3617, top5_acc: 0.6086, loss_cls: 2.9326, loss: 4.5790, grad_norm: 6.5586 2021-07-03 04:57:49,325 - mmaction - INFO - Epoch [6][2560/3757] lr: 1.000e-02, eta: 6 days, 17:54:48, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.6443, top1_acc: 0.3648, top5_acc: 0.6055, loss_cls: 2.9146, loss: 4.5589, grad_norm: 6.4788 2021-07-03 04:58:10,407 - mmaction - INFO - Epoch [6][2580/3757] lr: 1.000e-02, eta: 6 days, 17:54:16, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.6317, top1_acc: 0.3625, top5_acc: 0.6102, loss_cls: 2.9107, loss: 4.5425, grad_norm: 6.3331 2021-07-03 04:58:31,542 - mmaction - INFO - Epoch [6][2600/3757] lr: 1.000e-02, eta: 6 days, 17:53:46, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.6970, top1_acc: 0.3312, top5_acc: 0.5844, loss_cls: 3.0079, loss: 4.7049, grad_norm: 6.6293 2021-07-03 04:58:53,243 - mmaction - INFO - Epoch [6][2620/3757] lr: 1.000e-02, eta: 6 days, 17:53:29, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.6448, top1_acc: 0.3422, top5_acc: 0.5977, loss_cls: 2.9792, loss: 4.6240, grad_norm: 6.6407 2021-07-03 04:59:15,413 - mmaction - INFO - Epoch [6][2640/3757] lr: 1.000e-02, eta: 6 days, 17:53:25, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.6606, top1_acc: 0.3398, top5_acc: 0.6047, loss_cls: 2.9470, loss: 4.6076, grad_norm: 6.4932 2021-07-03 04:59:36,489 - mmaction - INFO - Epoch [6][2660/3757] lr: 1.000e-02, eta: 6 days, 17:52:52, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.6964, top1_acc: 0.3453, top5_acc: 0.5977, loss_cls: 3.0431, loss: 4.7395, grad_norm: 6.6917 2021-07-03 04:59:57,711 - mmaction - INFO - Epoch [6][2680/3757] lr: 1.000e-02, eta: 6 days, 17:52:23, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.6319, top1_acc: 0.3680, top5_acc: 0.6070, loss_cls: 2.8959, loss: 4.5278, grad_norm: 6.4287 2021-07-03 05:00:18,860 - mmaction - INFO - Epoch [6][2700/3757] lr: 1.000e-02, eta: 6 days, 17:51:54, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 1.6267, top1_acc: 0.3703, top5_acc: 0.6180, loss_cls: 2.9030, loss: 4.5297, grad_norm: 6.5881 2021-07-03 05:00:40,959 - mmaction - INFO - Epoch [6][2720/3757] lr: 1.000e-02, eta: 6 days, 17:51:47, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.6068, top1_acc: 0.3711, top5_acc: 0.6188, loss_cls: 2.8497, loss: 4.4564, grad_norm: 6.4149 2021-07-03 05:01:02,100 - mmaction - INFO - Epoch [6][2740/3757] lr: 1.000e-02, eta: 6 days, 17:51:16, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.5760, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.7902, loss: 4.3662, grad_norm: 6.3613 2021-07-03 05:01:23,209 - mmaction - INFO - Epoch [6][2760/3757] lr: 1.000e-02, eta: 6 days, 17:50:44, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.6339, top1_acc: 0.3648, top5_acc: 0.6078, loss_cls: 2.8860, loss: 4.5199, grad_norm: 6.4643 2021-07-03 05:01:44,240 - mmaction - INFO - Epoch [6][2780/3757] lr: 1.000e-02, eta: 6 days, 17:50:11, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.6348, top1_acc: 0.3570, top5_acc: 0.6266, loss_cls: 2.9304, loss: 4.5652, grad_norm: 6.6003 2021-07-03 05:02:05,428 - mmaction - INFO - Epoch [6][2800/3757] lr: 1.000e-02, eta: 6 days, 17:49:42, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.6728, top1_acc: 0.3508, top5_acc: 0.6070, loss_cls: 2.9658, loss: 4.6386, grad_norm: 6.4786 2021-07-03 05:02:27,519 - mmaction - INFO - Epoch [6][2820/3757] lr: 1.000e-02, eta: 6 days, 17:49:36, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 1.6644, top1_acc: 0.3523, top5_acc: 0.6016, loss_cls: 2.9981, loss: 4.6625, grad_norm: 6.5092 2021-07-03 05:02:49,190 - mmaction - INFO - Epoch [6][2840/3757] lr: 1.000e-02, eta: 6 days, 17:49:19, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.6328, top1_acc: 0.3555, top5_acc: 0.6078, loss_cls: 2.9165, loss: 4.5493, grad_norm: 6.3893 2021-07-03 05:03:10,055 - mmaction - INFO - Epoch [6][2860/3757] lr: 1.000e-02, eta: 6 days, 17:48:41, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.6349, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 2.8942, loss: 4.5291, grad_norm: 6.5694 2021-07-03 05:03:31,080 - mmaction - INFO - Epoch [6][2880/3757] lr: 1.000e-02, eta: 6 days, 17:48:08, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.6473, top1_acc: 0.3586, top5_acc: 0.6164, loss_cls: 2.9120, loss: 4.5593, grad_norm: 6.5983 2021-07-03 05:03:52,508 - mmaction - INFO - Epoch [6][2900/3757] lr: 1.000e-02, eta: 6 days, 17:47:44, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.6330, top1_acc: 0.3602, top5_acc: 0.6031, loss_cls: 2.9024, loss: 4.5354, grad_norm: 6.5816 2021-07-03 05:04:14,132 - mmaction - INFO - Epoch [6][2920/3757] lr: 1.000e-02, eta: 6 days, 17:47:26, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.6371, top1_acc: 0.3500, top5_acc: 0.5898, loss_cls: 2.9487, loss: 4.5858, grad_norm: 6.4838 2021-07-03 05:04:35,195 - mmaction - INFO - Epoch [6][2940/3757] lr: 1.000e-02, eta: 6 days, 17:46:54, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.6484, top1_acc: 0.3555, top5_acc: 0.6062, loss_cls: 2.9415, loss: 4.5899, grad_norm: 6.6793 2021-07-03 05:04:56,298 - mmaction - INFO - Epoch [6][2960/3757] lr: 1.000e-02, eta: 6 days, 17:46:23, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.6443, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.9212, loss: 4.5655, grad_norm: 6.4099 2021-07-03 05:05:17,303 - mmaction - INFO - Epoch [6][2980/3757] lr: 1.000e-02, eta: 6 days, 17:45:49, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.6202, top1_acc: 0.3555, top5_acc: 0.6148, loss_cls: 2.8682, loss: 4.4884, grad_norm: 6.5018 2021-07-03 05:05:39,226 - mmaction - INFO - Epoch [6][3000/3757] lr: 1.000e-02, eta: 6 days, 17:45:38, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.6624, top1_acc: 0.3406, top5_acc: 0.6000, loss_cls: 2.9629, loss: 4.6253, grad_norm: 6.5371 2021-07-03 05:06:00,252 - mmaction - INFO - Epoch [6][3020/3757] lr: 1.000e-02, eta: 6 days, 17:45:04, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.6435, top1_acc: 0.3438, top5_acc: 0.6133, loss_cls: 2.9160, loss: 4.5596, grad_norm: 6.5606 2021-07-03 05:06:21,491 - mmaction - INFO - Epoch [6][3040/3757] lr: 1.000e-02, eta: 6 days, 17:44:37, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.6986, top1_acc: 0.3320, top5_acc: 0.5867, loss_cls: 3.0127, loss: 4.7113, grad_norm: 6.6373 2021-07-03 05:06:42,679 - mmaction - INFO - Epoch [6][3060/3757] lr: 1.000e-02, eta: 6 days, 17:44:08, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.6551, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 2.9606, loss: 4.6157, grad_norm: 6.6792 2021-07-03 05:07:04,185 - mmaction - INFO - Epoch [6][3080/3757] lr: 1.000e-02, eta: 6 days, 17:43:46, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.6565, top1_acc: 0.3734, top5_acc: 0.6039, loss_cls: 2.8897, loss: 4.5462, grad_norm: 6.5608 2021-07-03 05:07:25,286 - mmaction - INFO - Epoch [6][3100/3757] lr: 1.000e-02, eta: 6 days, 17:43:15, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.6069, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8580, loss: 4.4649, grad_norm: 6.5316 2021-07-03 05:07:46,348 - mmaction - INFO - Epoch [6][3120/3757] lr: 1.000e-02, eta: 6 days, 17:42:42, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.6493, top1_acc: 0.3609, top5_acc: 0.6000, loss_cls: 2.9484, loss: 4.5978, grad_norm: 6.3990 2021-07-03 05:08:07,523 - mmaction - INFO - Epoch [6][3140/3757] lr: 1.000e-02, eta: 6 days, 17:42:12, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.6404, top1_acc: 0.3469, top5_acc: 0.6141, loss_cls: 2.9310, loss: 4.5714, grad_norm: 6.4779 2021-07-03 05:08:28,296 - mmaction - INFO - Epoch [6][3160/3757] lr: 1.000e-02, eta: 6 days, 17:41:34, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.6852, top1_acc: 0.3320, top5_acc: 0.5898, loss_cls: 3.0053, loss: 4.6905, grad_norm: 6.6453 2021-07-03 05:08:49,552 - mmaction - INFO - Epoch [6][3180/3757] lr: 1.000e-02, eta: 6 days, 17:41:06, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.6331, top1_acc: 0.3703, top5_acc: 0.6172, loss_cls: 2.8843, loss: 4.5174, grad_norm: 6.4855 2021-07-03 05:09:10,771 - mmaction - INFO - Epoch [6][3200/3757] lr: 1.000e-02, eta: 6 days, 17:40:37, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.6627, top1_acc: 0.3789, top5_acc: 0.6164, loss_cls: 2.9474, loss: 4.6101, grad_norm: 6.7208 2021-07-03 05:09:32,004 - mmaction - INFO - Epoch [6][3220/3757] lr: 1.000e-02, eta: 6 days, 17:40:09, time: 1.062, data_time: 0.019, memory: 6921, loss_aux: 1.6927, top1_acc: 0.3352, top5_acc: 0.6031, loss_cls: 3.0101, loss: 4.7028, grad_norm: 6.6952 2021-07-03 05:09:53,049 - mmaction - INFO - Epoch [6][3240/3757] lr: 1.000e-02, eta: 6 days, 17:39:37, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.6557, top1_acc: 0.3570, top5_acc: 0.6016, loss_cls: 2.9879, loss: 4.6436, grad_norm: 6.6702 2021-07-03 05:10:14,081 - mmaction - INFO - Epoch [6][3260/3757] lr: 1.000e-02, eta: 6 days, 17:39:05, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.6418, top1_acc: 0.3484, top5_acc: 0.6172, loss_cls: 2.8914, loss: 4.5332, grad_norm: 6.5737 2021-07-03 05:10:35,635 - mmaction - INFO - Epoch [6][3280/3757] lr: 1.000e-02, eta: 6 days, 17:38:44, time: 1.077, data_time: 0.006, memory: 6921, loss_aux: 1.6389, top1_acc: 0.3414, top5_acc: 0.6086, loss_cls: 2.9091, loss: 4.5480, grad_norm: 6.6599 2021-07-03 05:10:56,908 - mmaction - INFO - Epoch [6][3300/3757] lr: 1.000e-02, eta: 6 days, 17:38:17, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.6579, top1_acc: 0.3297, top5_acc: 0.6070, loss_cls: 2.9751, loss: 4.6330, grad_norm: 6.7665 2021-07-03 05:11:17,814 - mmaction - INFO - Epoch [6][3320/3757] lr: 1.000e-02, eta: 6 days, 17:37:42, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.6449, top1_acc: 0.3609, top5_acc: 0.6023, loss_cls: 2.9009, loss: 4.5459, grad_norm: 6.5221 2021-07-03 05:11:38,865 - mmaction - INFO - Epoch [6][3340/3757] lr: 1.000e-02, eta: 6 days, 17:37:09, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.6485, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 2.9742, loss: 4.6227, grad_norm: 6.5696 2021-07-03 05:11:59,956 - mmaction - INFO - Epoch [6][3360/3757] lr: 1.000e-02, eta: 6 days, 17:36:38, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.6418, top1_acc: 0.3563, top5_acc: 0.6000, loss_cls: 2.9352, loss: 4.5770, grad_norm: 6.4837 2021-07-03 05:12:22,775 - mmaction - INFO - Epoch [6][3380/3757] lr: 1.000e-02, eta: 6 days, 17:36:49, time: 1.141, data_time: 0.006, memory: 6921, loss_aux: 1.6466, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9520, loss: 4.5986, grad_norm: 6.4487 2021-07-03 05:12:43,877 - mmaction - INFO - Epoch [6][3400/3757] lr: 1.000e-02, eta: 6 days, 17:36:18, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.6729, top1_acc: 0.3445, top5_acc: 0.6109, loss_cls: 2.9691, loss: 4.6420, grad_norm: 6.5665 2021-07-03 05:13:04,986 - mmaction - INFO - Epoch [6][3420/3757] lr: 1.000e-02, eta: 6 days, 17:35:47, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.5952, top1_acc: 0.3586, top5_acc: 0.6297, loss_cls: 2.8112, loss: 4.4065, grad_norm: 6.4578 2021-07-03 05:13:25,916 - mmaction - INFO - Epoch [6][3440/3757] lr: 1.000e-02, eta: 6 days, 17:35:11, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.5962, top1_acc: 0.3672, top5_acc: 0.6344, loss_cls: 2.8159, loss: 4.4121, grad_norm: 6.4824 2021-07-03 05:13:47,248 - mmaction - INFO - Epoch [6][3460/3757] lr: 1.000e-02, eta: 6 days, 17:34:47, time: 1.069, data_time: 0.006, memory: 6921, loss_aux: 1.6449, top1_acc: 0.3570, top5_acc: 0.6195, loss_cls: 2.8946, loss: 4.5396, grad_norm: 6.6787 2021-07-03 05:14:08,429 - mmaction - INFO - Epoch [6][3480/3757] lr: 1.000e-02, eta: 6 days, 17:34:17, time: 1.058, data_time: 0.018, memory: 6921, loss_aux: 1.6766, top1_acc: 0.3461, top5_acc: 0.6023, loss_cls: 2.9813, loss: 4.6579, grad_norm: 6.7722 2021-07-03 05:14:29,809 - mmaction - INFO - Epoch [6][3500/3757] lr: 1.000e-02, eta: 6 days, 17:33:53, time: 1.070, data_time: 0.023, memory: 6921, loss_aux: 1.6185, top1_acc: 0.3547, top5_acc: 0.6219, loss_cls: 2.9045, loss: 4.5231, grad_norm: 6.5101 2021-07-03 05:14:51,011 - mmaction - INFO - Epoch [6][3520/3757] lr: 1.000e-02, eta: 6 days, 17:33:25, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.6074, top1_acc: 0.3945, top5_acc: 0.6273, loss_cls: 2.8369, loss: 4.4443, grad_norm: 6.3768 2021-07-03 05:15:11,982 - mmaction - INFO - Epoch [6][3540/3757] lr: 1.000e-02, eta: 6 days, 17:32:50, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.6653, top1_acc: 0.3633, top5_acc: 0.6234, loss_cls: 2.8854, loss: 4.5507, grad_norm: 6.6337 2021-07-03 05:15:33,060 - mmaction - INFO - Epoch [6][3560/3757] lr: 1.000e-02, eta: 6 days, 17:32:19, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.6269, top1_acc: 0.3500, top5_acc: 0.6289, loss_cls: 2.9141, loss: 4.5410, grad_norm: 6.6264 2021-07-03 05:15:54,182 - mmaction - INFO - Epoch [6][3580/3757] lr: 1.000e-02, eta: 6 days, 17:31:49, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.6103, top1_acc: 0.3672, top5_acc: 0.6148, loss_cls: 2.8480, loss: 4.4583, grad_norm: 6.6307 2021-07-03 05:16:15,515 - mmaction - INFO - Epoch [6][3600/3757] lr: 1.000e-02, eta: 6 days, 17:31:23, time: 1.066, data_time: 0.016, memory: 6921, loss_aux: 1.6757, top1_acc: 0.3328, top5_acc: 0.5984, loss_cls: 2.9672, loss: 4.6430, grad_norm: 6.7087 2021-07-03 05:16:37,250 - mmaction - INFO - Epoch [6][3620/3757] lr: 1.000e-02, eta: 6 days, 17:31:08, time: 1.088, data_time: 0.012, memory: 6921, loss_aux: 1.6570, top1_acc: 0.3570, top5_acc: 0.6086, loss_cls: 2.9117, loss: 4.5687, grad_norm: 6.4693 2021-07-03 05:16:58,258 - mmaction - INFO - Epoch [6][3640/3757] lr: 1.000e-02, eta: 6 days, 17:30:34, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.6616, top1_acc: 0.3656, top5_acc: 0.6133, loss_cls: 2.9057, loss: 4.5673, grad_norm: 6.5552 2021-07-03 05:17:19,570 - mmaction - INFO - Epoch [6][3660/3757] lr: 1.000e-02, eta: 6 days, 17:30:09, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.6154, top1_acc: 0.3672, top5_acc: 0.6289, loss_cls: 2.9028, loss: 4.5182, grad_norm: 6.6035 2021-07-03 05:17:41,013 - mmaction - INFO - Epoch [6][3680/3757] lr: 1.000e-02, eta: 6 days, 17:29:46, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.6133, top1_acc: 0.3672, top5_acc: 0.6234, loss_cls: 2.8555, loss: 4.4688, grad_norm: 6.4020 2021-07-03 05:18:02,345 - mmaction - INFO - Epoch [6][3700/3757] lr: 1.000e-02, eta: 6 days, 17:29:21, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.6697, top1_acc: 0.3648, top5_acc: 0.6031, loss_cls: 2.9779, loss: 4.6476, grad_norm: 6.4943 2021-07-03 05:18:23,384 - mmaction - INFO - Epoch [6][3720/3757] lr: 1.000e-02, eta: 6 days, 17:28:48, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.6991, top1_acc: 0.3398, top5_acc: 0.5969, loss_cls: 3.0981, loss: 4.7972, grad_norm: 6.4739 2021-07-03 05:18:44,871 - mmaction - INFO - Epoch [6][3740/3757] lr: 1.000e-02, eta: 6 days, 17:28:27, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.6322, top1_acc: 0.3688, top5_acc: 0.6211, loss_cls: 2.8691, loss: 4.5014, grad_norm: 6.5255 2021-07-03 05:19:03,141 - mmaction - INFO - Saving checkpoint at 6 epochs 2021-07-03 05:20:05,467 - mmaction - INFO - Epoch [7][20/3757] lr: 1.000e-02, eta: 6 days, 17:36:12, time: 3.039, data_time: 1.984, memory: 6921, loss_aux: 1.6209, top1_acc: 0.3789, top5_acc: 0.6203, loss_cls: 2.8245, loss: 4.4454, grad_norm: 6.4868 2021-07-03 05:20:27,475 - mmaction - INFO - Epoch [7][40/3757] lr: 1.000e-02, eta: 6 days, 17:36:02, time: 1.099, data_time: 0.066, memory: 6921, loss_aux: 1.6675, top1_acc: 0.3406, top5_acc: 0.5984, loss_cls: 2.9672, loss: 4.6347, grad_norm: 6.4878 2021-07-03 05:20:48,836 - mmaction - INFO - Epoch [7][60/3757] lr: 1.000e-02, eta: 6 days, 17:35:37, time: 1.069, data_time: 0.023, memory: 6921, loss_aux: 1.6361, top1_acc: 0.3633, top5_acc: 0.6000, loss_cls: 2.8977, loss: 4.5338, grad_norm: 6.5226 2021-07-03 05:21:10,061 - mmaction - INFO - Epoch [7][80/3757] lr: 1.000e-02, eta: 6 days, 17:35:09, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.6420, top1_acc: 0.3641, top5_acc: 0.6297, loss_cls: 2.8750, loss: 4.5170, grad_norm: 6.7714 2021-07-03 05:21:31,035 - mmaction - INFO - Epoch [7][100/3757] lr: 1.000e-02, eta: 6 days, 17:34:35, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.7000, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0144, loss: 4.7144, grad_norm: 6.7888 2021-07-03 05:21:51,995 - mmaction - INFO - Epoch [7][120/3757] lr: 1.000e-02, eta: 6 days, 17:34:00, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.6167, top1_acc: 0.3625, top5_acc: 0.6219, loss_cls: 2.8468, loss: 4.4635, grad_norm: 6.4506 2021-07-03 05:22:13,103 - mmaction - INFO - Epoch [7][140/3757] lr: 1.000e-02, eta: 6 days, 17:33:28, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.6185, top1_acc: 0.3523, top5_acc: 0.6242, loss_cls: 2.9103, loss: 4.5288, grad_norm: 6.4873 2021-07-03 05:22:34,500 - mmaction - INFO - Epoch [7][160/3757] lr: 1.000e-02, eta: 6 days, 17:33:04, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.5835, top1_acc: 0.3742, top5_acc: 0.6312, loss_cls: 2.7979, loss: 4.3814, grad_norm: 6.5108 2021-07-03 05:22:56,330 - mmaction - INFO - Epoch [7][180/3757] lr: 1.000e-02, eta: 6 days, 17:32:51, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.6410, top1_acc: 0.3570, top5_acc: 0.6047, loss_cls: 2.8858, loss: 4.5268, grad_norm: 6.5363 2021-07-03 05:23:17,262 - mmaction - INFO - Epoch [7][200/3757] lr: 1.000e-02, eta: 6 days, 17:32:16, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.6421, top1_acc: 0.3688, top5_acc: 0.6102, loss_cls: 2.8878, loss: 4.5299, grad_norm: 6.4607 2021-07-03 05:23:38,257 - mmaction - INFO - Epoch [7][220/3757] lr: 1.000e-02, eta: 6 days, 17:31:41, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.6508, top1_acc: 0.3500, top5_acc: 0.6078, loss_cls: 2.9475, loss: 4.5982, grad_norm: 6.5114 2021-07-03 05:23:59,345 - mmaction - INFO - Epoch [7][240/3757] lr: 1.000e-02, eta: 6 days, 17:31:11, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.5950, top1_acc: 0.3531, top5_acc: 0.6266, loss_cls: 2.8413, loss: 4.4363, grad_norm: 6.3366 2021-07-03 05:24:21,721 - mmaction - INFO - Epoch [7][260/3757] lr: 1.000e-02, eta: 6 days, 17:31:10, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 1.6471, top1_acc: 0.3570, top5_acc: 0.5891, loss_cls: 2.9490, loss: 4.5961, grad_norm: 6.5568 2021-07-03 05:24:42,723 - mmaction - INFO - Epoch [7][280/3757] lr: 1.000e-02, eta: 6 days, 17:30:36, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.6515, top1_acc: 0.3633, top5_acc: 0.6156, loss_cls: 2.9371, loss: 4.5886, grad_norm: 6.5710 2021-07-03 05:25:03,585 - mmaction - INFO - Epoch [7][300/3757] lr: 1.000e-02, eta: 6 days, 17:29:59, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.6152, top1_acc: 0.3461, top5_acc: 0.6258, loss_cls: 2.8714, loss: 4.4866, grad_norm: 6.4704 2021-07-03 05:25:24,690 - mmaction - INFO - Epoch [7][320/3757] lr: 1.000e-02, eta: 6 days, 17:29:28, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.6297, top1_acc: 0.3648, top5_acc: 0.6086, loss_cls: 2.8924, loss: 4.5222, grad_norm: 6.5034 2021-07-03 05:25:46,326 - mmaction - INFO - Epoch [7][340/3757] lr: 1.000e-02, eta: 6 days, 17:29:11, time: 1.084, data_time: 0.041, memory: 6921, loss_aux: 1.6105, top1_acc: 0.3797, top5_acc: 0.6156, loss_cls: 2.8676, loss: 4.4781, grad_norm: 6.4646 2021-07-03 05:26:07,344 - mmaction - INFO - Epoch [7][360/3757] lr: 1.000e-02, eta: 6 days, 17:28:37, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.5996, top1_acc: 0.3820, top5_acc: 0.6273, loss_cls: 2.8165, loss: 4.4161, grad_norm: 6.5267 2021-07-03 05:26:28,287 - mmaction - INFO - Epoch [7][380/3757] lr: 1.000e-02, eta: 6 days, 17:28:03, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.6376, top1_acc: 0.3594, top5_acc: 0.5961, loss_cls: 2.9367, loss: 4.5743, grad_norm: 6.6382 2021-07-03 05:26:49,304 - mmaction - INFO - Epoch [7][400/3757] lr: 1.000e-02, eta: 6 days, 17:27:29, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.6666, top1_acc: 0.3648, top5_acc: 0.6188, loss_cls: 2.9069, loss: 4.5735, grad_norm: 6.7089 2021-07-03 05:27:10,351 - mmaction - INFO - Epoch [7][420/3757] lr: 1.000e-02, eta: 6 days, 17:26:57, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.6276, top1_acc: 0.3531, top5_acc: 0.6102, loss_cls: 2.8849, loss: 4.5125, grad_norm: 6.4780 2021-07-03 05:27:31,353 - mmaction - INFO - Epoch [7][440/3757] lr: 1.000e-02, eta: 6 days, 17:26:24, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.6139, top1_acc: 0.3641, top5_acc: 0.6172, loss_cls: 2.8732, loss: 4.4871, grad_norm: 6.5818 2021-07-03 05:27:52,568 - mmaction - INFO - Epoch [7][460/3757] lr: 1.000e-02, eta: 6 days, 17:25:56, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.6205, top1_acc: 0.3617, top5_acc: 0.6234, loss_cls: 2.8735, loss: 4.4940, grad_norm: 6.5432 2021-07-03 05:28:14,209 - mmaction - INFO - Epoch [7][480/3757] lr: 1.000e-02, eta: 6 days, 17:25:37, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.6087, top1_acc: 0.3875, top5_acc: 0.6141, loss_cls: 2.8358, loss: 4.4445, grad_norm: 6.4238 2021-07-03 05:28:36,189 - mmaction - INFO - Epoch [7][500/3757] lr: 1.000e-02, eta: 6 days, 17:25:26, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.6537, top1_acc: 0.3453, top5_acc: 0.6016, loss_cls: 2.9679, loss: 4.6216, grad_norm: 6.8143 2021-07-03 05:28:56,953 - mmaction - INFO - Epoch [7][520/3757] lr: 1.000e-02, eta: 6 days, 17:24:49, time: 1.041, data_time: 0.004, memory: 6921, loss_aux: 1.5825, top1_acc: 0.3742, top5_acc: 0.6344, loss_cls: 2.7954, loss: 4.3779, grad_norm: 6.5441 2021-07-03 05:29:18,126 - mmaction - INFO - Epoch [7][540/3757] lr: 1.000e-02, eta: 6 days, 17:24:20, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.6357, top1_acc: 0.3695, top5_acc: 0.5977, loss_cls: 2.9015, loss: 4.5373, grad_norm: 6.6033 2021-07-03 05:29:39,293 - mmaction - INFO - Epoch [7][560/3757] lr: 1.000e-02, eta: 6 days, 17:23:50, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.6005, top1_acc: 0.3930, top5_acc: 0.6281, loss_cls: 2.8139, loss: 4.4144, grad_norm: 6.3188 2021-07-03 05:30:00,538 - mmaction - INFO - Epoch [7][580/3757] lr: 1.000e-02, eta: 6 days, 17:23:22, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.6061, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.8491, loss: 4.4553, grad_norm: 6.4438 2021-07-03 05:30:21,692 - mmaction - INFO - Epoch [7][600/3757] lr: 1.000e-02, eta: 6 days, 17:22:52, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.6243, top1_acc: 0.3625, top5_acc: 0.6133, loss_cls: 2.8765, loss: 4.5008, grad_norm: 6.3605 2021-07-03 05:30:42,816 - mmaction - INFO - Epoch [7][620/3757] lr: 1.000e-02, eta: 6 days, 17:22:22, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.6417, top1_acc: 0.3781, top5_acc: 0.6188, loss_cls: 2.8587, loss: 4.5004, grad_norm: 6.5366 2021-07-03 05:31:04,153 - mmaction - INFO - Epoch [7][640/3757] lr: 1.000e-02, eta: 6 days, 17:21:56, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.6419, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.9196, loss: 4.5615, grad_norm: 6.5555 2021-07-03 05:31:25,392 - mmaction - INFO - Epoch [7][660/3757] lr: 1.000e-02, eta: 6 days, 17:21:29, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.6293, top1_acc: 0.3539, top5_acc: 0.6203, loss_cls: 2.8781, loss: 4.5075, grad_norm: 6.6904 2021-07-03 05:31:46,376 - mmaction - INFO - Epoch [7][680/3757] lr: 1.000e-02, eta: 6 days, 17:20:56, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.6556, top1_acc: 0.3555, top5_acc: 0.6148, loss_cls: 2.9562, loss: 4.6118, grad_norm: 6.6265 2021-07-03 05:32:08,006 - mmaction - INFO - Epoch [7][700/3757] lr: 1.000e-02, eta: 6 days, 17:20:37, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.6561, top1_acc: 0.3695, top5_acc: 0.6070, loss_cls: 2.9248, loss: 4.5809, grad_norm: 6.4073 2021-07-03 05:32:29,754 - mmaction - INFO - Epoch [7][720/3757] lr: 1.000e-02, eta: 6 days, 17:20:22, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.6295, top1_acc: 0.3531, top5_acc: 0.6102, loss_cls: 2.9129, loss: 4.5424, grad_norm: 6.6011 2021-07-03 05:32:50,827 - mmaction - INFO - Epoch [7][740/3757] lr: 1.000e-02, eta: 6 days, 17:19:49, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.5790, top1_acc: 0.3641, top5_acc: 0.6391, loss_cls: 2.7731, loss: 4.3520, grad_norm: 6.5900 2021-07-03 05:33:12,327 - mmaction - INFO - Epoch [7][760/3757] lr: 1.000e-02, eta: 6 days, 17:19:29, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.6203, top1_acc: 0.3797, top5_acc: 0.6125, loss_cls: 2.8622, loss: 4.4825, grad_norm: 6.6169 2021-07-03 05:33:33,488 - mmaction - INFO - Epoch [7][780/3757] lr: 1.000e-02, eta: 6 days, 17:18:59, time: 1.058, data_time: 0.007, memory: 6921, loss_aux: 1.6376, top1_acc: 0.3602, top5_acc: 0.6117, loss_cls: 2.8663, loss: 4.5039, grad_norm: 6.5329 2021-07-03 05:33:54,686 - mmaction - INFO - Epoch [7][800/3757] lr: 1.000e-02, eta: 6 days, 17:18:31, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.6005, top1_acc: 0.3563, top5_acc: 0.6195, loss_cls: 2.8884, loss: 4.4889, grad_norm: 6.5139 2021-07-03 05:34:15,616 - mmaction - INFO - Epoch [7][820/3757] lr: 1.000e-02, eta: 6 days, 17:17:56, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.6119, top1_acc: 0.3625, top5_acc: 0.6227, loss_cls: 2.8784, loss: 4.4903, grad_norm: 6.5853 2021-07-03 05:34:36,587 - mmaction - INFO - Epoch [7][840/3757] lr: 1.000e-02, eta: 6 days, 17:17:22, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.6558, top1_acc: 0.3484, top5_acc: 0.6078, loss_cls: 2.9629, loss: 4.6186, grad_norm: 6.5816 2021-07-03 05:34:57,951 - mmaction - INFO - Epoch [7][860/3757] lr: 1.000e-02, eta: 6 days, 17:16:57, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.6499, top1_acc: 0.3742, top5_acc: 0.6180, loss_cls: 2.9243, loss: 4.5742, grad_norm: 6.5045 2021-07-03 05:35:19,032 - mmaction - INFO - Epoch [7][880/3757] lr: 1.000e-02, eta: 6 days, 17:16:27, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.6410, top1_acc: 0.3656, top5_acc: 0.5984, loss_cls: 2.8787, loss: 4.5197, grad_norm: 6.3445 2021-07-03 05:35:41,199 - mmaction - INFO - Epoch [7][900/3757] lr: 1.000e-02, eta: 6 days, 17:16:20, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.6207, top1_acc: 0.3703, top5_acc: 0.6211, loss_cls: 2.8382, loss: 4.4589, grad_norm: 6.5392 2021-07-03 05:36:01,976 - mmaction - INFO - Epoch [7][920/3757] lr: 1.000e-02, eta: 6 days, 17:15:43, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.5896, top1_acc: 0.3836, top5_acc: 0.6258, loss_cls: 2.8408, loss: 4.4304, grad_norm: 6.3333 2021-07-03 05:36:23,844 - mmaction - INFO - Epoch [7][940/3757] lr: 1.000e-02, eta: 6 days, 17:15:29, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.5763, top1_acc: 0.3766, top5_acc: 0.6328, loss_cls: 2.8007, loss: 4.3771, grad_norm: 6.5003 2021-07-03 05:36:45,904 - mmaction - INFO - Epoch [7][960/3757] lr: 1.000e-02, eta: 6 days, 17:15:21, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.5854, top1_acc: 0.3781, top5_acc: 0.6234, loss_cls: 2.8037, loss: 4.3891, grad_norm: 6.7270 2021-07-03 05:37:06,841 - mmaction - INFO - Epoch [7][980/3757] lr: 1.000e-02, eta: 6 days, 17:14:46, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.6250, top1_acc: 0.3570, top5_acc: 0.6125, loss_cls: 2.9017, loss: 4.5267, grad_norm: 6.6123 2021-07-03 05:37:27,810 - mmaction - INFO - Epoch [7][1000/3757] lr: 1.000e-02, eta: 6 days, 17:14:12, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.6297, top1_acc: 0.3578, top5_acc: 0.6117, loss_cls: 2.8922, loss: 4.5220, grad_norm: 6.5548 2021-07-03 05:37:48,673 - mmaction - INFO - Epoch [7][1020/3757] lr: 1.000e-02, eta: 6 days, 17:13:36, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.6307, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.8799, loss: 4.5105, grad_norm: 6.4351 2021-07-03 05:38:10,421 - mmaction - INFO - Epoch [7][1040/3757] lr: 1.000e-02, eta: 6 days, 17:13:21, time: 1.088, data_time: 0.055, memory: 6921, loss_aux: 1.6331, top1_acc: 0.3578, top5_acc: 0.5922, loss_cls: 2.9528, loss: 4.5859, grad_norm: 6.3958 2021-07-03 05:38:31,557 - mmaction - INFO - Epoch [7][1060/3757] lr: 1.000e-02, eta: 6 days, 17:12:51, time: 1.057, data_time: 0.010, memory: 6921, loss_aux: 1.6308, top1_acc: 0.3539, top5_acc: 0.6117, loss_cls: 2.9404, loss: 4.5712, grad_norm: 6.3514 2021-07-03 05:38:52,872 - mmaction - INFO - Epoch [7][1080/3757] lr: 1.000e-02, eta: 6 days, 17:12:26, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.6035, top1_acc: 0.3805, top5_acc: 0.6336, loss_cls: 2.7944, loss: 4.3979, grad_norm: 6.3902 2021-07-03 05:39:13,828 - mmaction - INFO - Epoch [7][1100/3757] lr: 1.000e-02, eta: 6 days, 17:11:51, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 1.6328, top1_acc: 0.3711, top5_acc: 0.6141, loss_cls: 2.9093, loss: 4.5420, grad_norm: 6.4872 2021-07-03 05:39:35,735 - mmaction - INFO - Epoch [7][1120/3757] lr: 1.000e-02, eta: 6 days, 17:11:39, time: 1.096, data_time: 0.056, memory: 6921, loss_aux: 1.6194, top1_acc: 0.3633, top5_acc: 0.6062, loss_cls: 2.8717, loss: 4.4911, grad_norm: 6.3907 2021-07-03 05:39:56,570 - mmaction - INFO - Epoch [7][1140/3757] lr: 1.000e-02, eta: 6 days, 17:11:02, time: 1.041, data_time: 0.006, memory: 6921, loss_aux: 1.5967, top1_acc: 0.3688, top5_acc: 0.6328, loss_cls: 2.8117, loss: 4.4083, grad_norm: 6.4461 2021-07-03 05:40:17,640 - mmaction - INFO - Epoch [7][1160/3757] lr: 1.000e-02, eta: 6 days, 17:10:32, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.6183, top1_acc: 0.3789, top5_acc: 0.6258, loss_cls: 2.8351, loss: 4.4534, grad_norm: 6.5956 2021-07-03 05:40:39,805 - mmaction - INFO - Epoch [7][1180/3757] lr: 1.000e-02, eta: 6 days, 17:10:26, time: 1.110, data_time: 0.002, memory: 6921, loss_aux: 1.5907, top1_acc: 0.3695, top5_acc: 0.6359, loss_cls: 2.7735, loss: 4.3642, grad_norm: 6.5331 2021-07-03 05:41:00,753 - mmaction - INFO - Epoch [7][1200/3757] lr: 1.000e-02, eta: 6 days, 17:09:51, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.6365, top1_acc: 0.3492, top5_acc: 0.5977, loss_cls: 2.9039, loss: 4.5403, grad_norm: 6.5229 2021-07-03 05:41:21,611 - mmaction - INFO - Epoch [7][1220/3757] lr: 1.000e-02, eta: 6 days, 17:09:15, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.6158, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.9176, loss: 4.5334, grad_norm: 6.3036 2021-07-03 05:41:42,588 - mmaction - INFO - Epoch [7][1240/3757] lr: 1.000e-02, eta: 6 days, 17:08:43, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.6417, top1_acc: 0.3563, top5_acc: 0.6070, loss_cls: 2.9451, loss: 4.5869, grad_norm: 6.6092 2021-07-03 05:42:03,571 - mmaction - INFO - Epoch [7][1260/3757] lr: 1.000e-02, eta: 6 days, 17:08:09, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.6371, top1_acc: 0.3617, top5_acc: 0.6133, loss_cls: 2.9038, loss: 4.5409, grad_norm: 6.4817 2021-07-03 05:42:24,674 - mmaction - INFO - Epoch [7][1280/3757] lr: 1.000e-02, eta: 6 days, 17:07:38, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.6034, top1_acc: 0.3750, top5_acc: 0.6281, loss_cls: 2.8331, loss: 4.4365, grad_norm: 6.5594 2021-07-03 05:42:45,915 - mmaction - INFO - Epoch [7][1300/3757] lr: 1.000e-02, eta: 6 days, 17:07:11, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.6262, top1_acc: 0.3727, top5_acc: 0.6117, loss_cls: 2.8651, loss: 4.4913, grad_norm: 6.5031 2021-07-03 05:43:07,170 - mmaction - INFO - Epoch [7][1320/3757] lr: 1.000e-02, eta: 6 days, 17:06:45, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.6597, top1_acc: 0.3695, top5_acc: 0.6039, loss_cls: 2.9290, loss: 4.5887, grad_norm: 6.6265 2021-07-03 05:43:28,207 - mmaction - INFO - Epoch [7][1340/3757] lr: 1.000e-02, eta: 6 days, 17:06:13, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.6488, top1_acc: 0.3820, top5_acc: 0.6062, loss_cls: 2.8947, loss: 4.5435, grad_norm: 6.5486 2021-07-03 05:43:49,830 - mmaction - INFO - Epoch [7][1360/3757] lr: 1.000e-02, eta: 6 days, 17:05:54, time: 1.080, data_time: 0.032, memory: 6921, loss_aux: 1.6149, top1_acc: 0.3781, top5_acc: 0.6336, loss_cls: 2.8627, loss: 4.4776, grad_norm: 6.6242 2021-07-03 05:44:11,723 - mmaction - INFO - Epoch [7][1380/3757] lr: 1.000e-02, eta: 6 days, 17:05:42, time: 1.095, data_time: 0.048, memory: 6921, loss_aux: 1.6367, top1_acc: 0.3672, top5_acc: 0.6266, loss_cls: 2.8907, loss: 4.5273, grad_norm: 6.5283 2021-07-03 05:44:32,731 - mmaction - INFO - Epoch [7][1400/3757] lr: 1.000e-02, eta: 6 days, 17:05:09, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.6181, top1_acc: 0.3727, top5_acc: 0.6211, loss_cls: 2.8839, loss: 4.5019, grad_norm: 6.6719 2021-07-03 05:44:53,767 - mmaction - INFO - Epoch [7][1420/3757] lr: 1.000e-02, eta: 6 days, 17:04:38, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.6517, top1_acc: 0.3602, top5_acc: 0.6117, loss_cls: 2.9474, loss: 4.5992, grad_norm: 6.5725 2021-07-03 05:45:14,872 - mmaction - INFO - Epoch [7][1440/3757] lr: 1.000e-02, eta: 6 days, 17:04:07, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.5960, top1_acc: 0.3773, top5_acc: 0.6250, loss_cls: 2.8197, loss: 4.4157, grad_norm: 6.4373 2021-07-03 05:45:37,226 - mmaction - INFO - Epoch [7][1460/3757] lr: 1.000e-02, eta: 6 days, 17:04:05, time: 1.118, data_time: 0.006, memory: 6921, loss_aux: 1.5953, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8215, loss: 4.4169, grad_norm: 6.4751 2021-07-03 05:45:58,426 - mmaction - INFO - Epoch [7][1480/3757] lr: 1.000e-02, eta: 6 days, 17:03:37, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.6248, top1_acc: 0.3656, top5_acc: 0.6242, loss_cls: 2.8707, loss: 4.4955, grad_norm: 6.5706 2021-07-03 05:46:19,752 - mmaction - INFO - Epoch [7][1500/3757] lr: 1.000e-02, eta: 6 days, 17:03:11, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.6187, top1_acc: 0.3492, top5_acc: 0.6172, loss_cls: 2.8743, loss: 4.4929, grad_norm: 6.5264 2021-07-03 05:46:40,875 - mmaction - INFO - Epoch [7][1520/3757] lr: 1.000e-02, eta: 6 days, 17:02:41, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.6808, top1_acc: 0.3492, top5_acc: 0.5977, loss_cls: 2.9872, loss: 4.6681, grad_norm: 6.6986 2021-07-03 05:47:02,821 - mmaction - INFO - Epoch [7][1540/3757] lr: 1.000e-02, eta: 6 days, 17:02:30, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.5741, top1_acc: 0.3867, top5_acc: 0.6289, loss_cls: 2.8069, loss: 4.3810, grad_norm: 6.3049 2021-07-03 05:47:23,823 - mmaction - INFO - Epoch [7][1560/3757] lr: 1.000e-02, eta: 6 days, 17:01:58, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.6112, top1_acc: 0.3672, top5_acc: 0.6141, loss_cls: 2.8892, loss: 4.5005, grad_norm: 6.3521 2021-07-03 05:47:44,761 - mmaction - INFO - Epoch [7][1580/3757] lr: 1.000e-02, eta: 6 days, 17:01:23, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.6243, top1_acc: 0.3703, top5_acc: 0.6133, loss_cls: 2.8777, loss: 4.5020, grad_norm: 6.4440 2021-07-03 05:48:05,924 - mmaction - INFO - Epoch [7][1600/3757] lr: 1.000e-02, eta: 6 days, 17:00:55, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.6164, top1_acc: 0.3812, top5_acc: 0.6188, loss_cls: 2.8530, loss: 4.4695, grad_norm: 6.3919 2021-07-03 05:48:27,034 - mmaction - INFO - Epoch [7][1620/3757] lr: 1.000e-02, eta: 6 days, 17:00:25, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.6416, top1_acc: 0.3555, top5_acc: 0.6125, loss_cls: 2.9280, loss: 4.5696, grad_norm: 6.6249 2021-07-03 05:48:48,086 - mmaction - INFO - Epoch [7][1640/3757] lr: 1.000e-02, eta: 6 days, 16:59:53, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.6326, top1_acc: 0.3563, top5_acc: 0.6055, loss_cls: 2.9001, loss: 4.5327, grad_norm: 6.6314 2021-07-03 05:49:10,072 - mmaction - INFO - Epoch [7][1660/3757] lr: 1.000e-02, eta: 6 days, 16:59:43, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.6272, top1_acc: 0.3797, top5_acc: 0.6062, loss_cls: 2.8826, loss: 4.5098, grad_norm: 6.4373 2021-07-03 05:49:30,954 - mmaction - INFO - Epoch [7][1680/3757] lr: 1.000e-02, eta: 6 days, 16:59:08, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.6055, top1_acc: 0.3609, top5_acc: 0.6203, loss_cls: 2.8729, loss: 4.4784, grad_norm: 6.5981 2021-07-03 05:49:51,916 - mmaction - INFO - Epoch [7][1700/3757] lr: 1.000e-02, eta: 6 days, 16:58:35, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.6496, top1_acc: 0.3516, top5_acc: 0.5891, loss_cls: 2.9628, loss: 4.6124, grad_norm: 6.5061 2021-07-03 05:50:13,822 - mmaction - INFO - Epoch [7][1720/3757] lr: 1.000e-02, eta: 6 days, 16:58:22, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.6253, top1_acc: 0.3695, top5_acc: 0.6188, loss_cls: 2.8873, loss: 4.5126, grad_norm: 6.4113 2021-07-03 05:50:35,098 - mmaction - INFO - Epoch [7][1740/3757] lr: 1.000e-02, eta: 6 days, 16:57:56, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.5882, top1_acc: 0.3711, top5_acc: 0.6156, loss_cls: 2.8351, loss: 4.4233, grad_norm: 6.3623 2021-07-03 05:50:55,847 - mmaction - INFO - Epoch [7][1760/3757] lr: 1.000e-02, eta: 6 days, 16:57:18, time: 1.036, data_time: 0.002, memory: 6921, loss_aux: 1.6167, top1_acc: 0.3625, top5_acc: 0.6250, loss_cls: 2.8608, loss: 4.4775, grad_norm: 6.3692 2021-07-03 05:51:16,862 - mmaction - INFO - Epoch [7][1780/3757] lr: 1.000e-02, eta: 6 days, 16:56:46, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.6036, top1_acc: 0.3711, top5_acc: 0.6047, loss_cls: 2.8959, loss: 4.4995, grad_norm: 6.3930 2021-07-03 05:51:37,843 - mmaction - INFO - Epoch [7][1800/3757] lr: 1.000e-02, eta: 6 days, 16:56:14, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.5789, top1_acc: 0.3742, top5_acc: 0.6398, loss_cls: 2.8035, loss: 4.3824, grad_norm: 6.4186 2021-07-03 05:51:59,846 - mmaction - INFO - Epoch [7][1820/3757] lr: 1.000e-02, eta: 6 days, 16:56:03, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.5803, top1_acc: 0.3805, top5_acc: 0.6336, loss_cls: 2.7499, loss: 4.3302, grad_norm: 6.4896 2021-07-03 05:52:20,960 - mmaction - INFO - Epoch [7][1840/3757] lr: 1.000e-02, eta: 6 days, 16:55:34, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.6568, top1_acc: 0.3633, top5_acc: 0.6289, loss_cls: 2.8806, loss: 4.5373, grad_norm: 6.5711 2021-07-03 05:52:42,157 - mmaction - INFO - Epoch [7][1860/3757] lr: 1.000e-02, eta: 6 days, 16:55:06, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.5769, top1_acc: 0.3773, top5_acc: 0.6430, loss_cls: 2.7513, loss: 4.3282, grad_norm: 6.3874 2021-07-03 05:53:03,082 - mmaction - INFO - Epoch [7][1880/3757] lr: 1.000e-02, eta: 6 days, 16:54:32, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.6187, top1_acc: 0.3625, top5_acc: 0.6211, loss_cls: 2.9057, loss: 4.5244, grad_norm: 6.5808 2021-07-03 05:53:24,473 - mmaction - INFO - Epoch [7][1900/3757] lr: 1.000e-02, eta: 6 days, 16:54:08, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.6129, top1_acc: 0.3797, top5_acc: 0.6305, loss_cls: 2.8659, loss: 4.4787, grad_norm: 6.3893 2021-07-03 05:53:45,923 - mmaction - INFO - Epoch [7][1920/3757] lr: 1.000e-02, eta: 6 days, 16:53:45, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.5847, top1_acc: 0.3836, top5_acc: 0.6211, loss_cls: 2.8232, loss: 4.4079, grad_norm: 6.4390 2021-07-03 05:54:07,475 - mmaction - INFO - Epoch [7][1940/3757] lr: 1.000e-02, eta: 6 days, 16:53:26, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.6199, top1_acc: 0.3578, top5_acc: 0.5969, loss_cls: 2.8950, loss: 4.5150, grad_norm: 6.4169 2021-07-03 05:54:28,580 - mmaction - INFO - Epoch [7][1960/3757] lr: 1.000e-02, eta: 6 days, 16:52:55, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.5914, top1_acc: 0.3734, top5_acc: 0.6188, loss_cls: 2.8660, loss: 4.4574, grad_norm: 6.3975 2021-07-03 05:54:49,844 - mmaction - INFO - Epoch [7][1980/3757] lr: 1.000e-02, eta: 6 days, 16:52:28, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.5733, top1_acc: 0.3797, top5_acc: 0.6375, loss_cls: 2.8111, loss: 4.3844, grad_norm: 6.2711 2021-07-03 05:55:10,737 - mmaction - INFO - Epoch [7][2000/3757] lr: 1.000e-02, eta: 6 days, 16:51:54, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.5806, top1_acc: 0.3719, top5_acc: 0.6391, loss_cls: 2.7825, loss: 4.3631, grad_norm: 6.5317 2021-07-03 05:55:32,338 - mmaction - INFO - Epoch [7][2020/3757] lr: 1.000e-02, eta: 6 days, 16:51:36, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.6222, top1_acc: 0.3680, top5_acc: 0.6109, loss_cls: 2.9200, loss: 4.5423, grad_norm: 6.5908 2021-07-03 05:55:53,524 - mmaction - INFO - Epoch [7][2040/3757] lr: 1.000e-02, eta: 6 days, 16:51:07, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.6013, top1_acc: 0.3727, top5_acc: 0.6375, loss_cls: 2.8467, loss: 4.4480, grad_norm: 6.5552 2021-07-03 05:56:15,358 - mmaction - INFO - Epoch [7][2060/3757] lr: 1.000e-02, eta: 6 days, 16:50:53, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.6087, top1_acc: 0.3688, top5_acc: 0.6086, loss_cls: 2.8342, loss: 4.4429, grad_norm: 6.3359 2021-07-03 05:56:36,481 - mmaction - INFO - Epoch [7][2080/3757] lr: 1.000e-02, eta: 6 days, 16:50:24, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.6393, top1_acc: 0.3555, top5_acc: 0.6094, loss_cls: 2.9093, loss: 4.5486, grad_norm: 6.4203 2021-07-03 05:56:58,163 - mmaction - INFO - Epoch [7][2100/3757] lr: 1.000e-02, eta: 6 days, 16:50:07, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.6128, top1_acc: 0.3656, top5_acc: 0.6172, loss_cls: 2.9114, loss: 4.5242, grad_norm: 6.4839 2021-07-03 05:57:18,903 - mmaction - INFO - Epoch [7][2120/3757] lr: 1.000e-02, eta: 6 days, 16:49:28, time: 1.035, data_time: 0.002, memory: 6921, loss_aux: 1.6310, top1_acc: 0.3508, top5_acc: 0.6125, loss_cls: 2.9011, loss: 4.5321, grad_norm: 6.3920 2021-07-03 05:57:40,131 - mmaction - INFO - Epoch [7][2140/3757] lr: 1.000e-02, eta: 6 days, 16:49:02, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.5820, top1_acc: 0.3742, top5_acc: 0.6289, loss_cls: 2.7711, loss: 4.3531, grad_norm: 6.4478 2021-07-03 05:58:01,295 - mmaction - INFO - Epoch [7][2160/3757] lr: 1.000e-02, eta: 6 days, 16:48:33, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.6046, top1_acc: 0.3742, top5_acc: 0.6203, loss_cls: 2.8507, loss: 4.4553, grad_norm: 6.5504 2021-07-03 05:58:23,135 - mmaction - INFO - Epoch [7][2180/3757] lr: 1.000e-02, eta: 6 days, 16:48:19, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.6447, top1_acc: 0.3477, top5_acc: 0.6180, loss_cls: 2.9388, loss: 4.5835, grad_norm: 6.4824 2021-07-03 05:58:44,931 - mmaction - INFO - Epoch [7][2200/3757] lr: 1.000e-02, eta: 6 days, 16:48:04, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.6127, top1_acc: 0.3750, top5_acc: 0.6359, loss_cls: 2.8178, loss: 4.4305, grad_norm: 6.4911 2021-07-03 05:59:05,995 - mmaction - INFO - Epoch [7][2220/3757] lr: 1.000e-02, eta: 6 days, 16:47:33, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.5801, top1_acc: 0.3742, top5_acc: 0.6336, loss_cls: 2.7933, loss: 4.3734, grad_norm: 6.5222 2021-07-03 05:59:27,135 - mmaction - INFO - Epoch [7][2240/3757] lr: 1.000e-02, eta: 6 days, 16:47:05, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.6352, top1_acc: 0.3680, top5_acc: 0.6070, loss_cls: 2.9167, loss: 4.5519, grad_norm: 6.4921 2021-07-03 05:59:49,209 - mmaction - INFO - Epoch [7][2260/3757] lr: 1.000e-02, eta: 6 days, 16:46:55, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.6370, top1_acc: 0.3453, top5_acc: 0.6188, loss_cls: 2.9205, loss: 4.5575, grad_norm: 6.5597 2021-07-03 06:00:11,225 - mmaction - INFO - Epoch [7][2280/3757] lr: 1.000e-02, eta: 6 days, 16:46:46, time: 1.103, data_time: 0.005, memory: 6921, loss_aux: 1.5923, top1_acc: 0.3820, top5_acc: 0.6352, loss_cls: 2.8322, loss: 4.4245, grad_norm: 6.5028 2021-07-03 06:00:32,171 - mmaction - INFO - Epoch [7][2300/3757] lr: 1.000e-02, eta: 6 days, 16:46:13, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.5673, top1_acc: 0.3898, top5_acc: 0.6281, loss_cls: 2.7706, loss: 4.3380, grad_norm: 6.4711 2021-07-03 06:00:53,069 - mmaction - INFO - Epoch [7][2320/3757] lr: 1.000e-02, eta: 6 days, 16:45:39, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.5731, top1_acc: 0.3914, top5_acc: 0.6477, loss_cls: 2.7354, loss: 4.3084, grad_norm: 6.5034 2021-07-03 06:01:14,753 - mmaction - INFO - Epoch [7][2340/3757] lr: 1.000e-02, eta: 6 days, 16:45:21, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.6180, top1_acc: 0.3688, top5_acc: 0.6211, loss_cls: 2.8689, loss: 4.4869, grad_norm: 6.3725 2021-07-03 06:01:35,882 - mmaction - INFO - Epoch [7][2360/3757] lr: 1.000e-02, eta: 6 days, 16:44:51, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.6450, top1_acc: 0.3617, top5_acc: 0.5992, loss_cls: 2.9782, loss: 4.6232, grad_norm: 6.4694 2021-07-03 06:01:57,075 - mmaction - INFO - Epoch [7][2380/3757] lr: 1.000e-02, eta: 6 days, 16:44:25, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.6376, top1_acc: 0.3812, top5_acc: 0.6148, loss_cls: 2.9100, loss: 4.5477, grad_norm: 6.5342 2021-07-03 06:02:18,698 - mmaction - INFO - Epoch [7][2400/3757] lr: 1.000e-02, eta: 6 days, 16:44:05, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.6658, top1_acc: 0.3438, top5_acc: 0.6008, loss_cls: 2.9672, loss: 4.6330, grad_norm: 6.5671 2021-07-03 06:02:39,697 - mmaction - INFO - Epoch [7][2420/3757] lr: 1.000e-02, eta: 6 days, 16:43:33, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.6073, top1_acc: 0.3555, top5_acc: 0.6172, loss_cls: 2.8547, loss: 4.4620, grad_norm: 6.5460 2021-07-03 06:03:00,832 - mmaction - INFO - Epoch [7][2440/3757] lr: 1.000e-02, eta: 6 days, 16:43:04, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.5940, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.8485, loss: 4.4425, grad_norm: 6.4720 2021-07-03 06:03:21,877 - mmaction - INFO - Epoch [7][2460/3757] lr: 1.000e-02, eta: 6 days, 16:42:33, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.6492, top1_acc: 0.3656, top5_acc: 0.6125, loss_cls: 2.9127, loss: 4.5620, grad_norm: 6.4575 2021-07-03 06:03:44,012 - mmaction - INFO - Epoch [7][2480/3757] lr: 1.000e-02, eta: 6 days, 16:42:25, time: 1.106, data_time: 0.005, memory: 6921, loss_aux: 1.6387, top1_acc: 0.3523, top5_acc: 0.6070, loss_cls: 2.9073, loss: 4.5460, grad_norm: 6.5047 2021-07-03 06:04:05,108 - mmaction - INFO - Epoch [7][2500/3757] lr: 1.000e-02, eta: 6 days, 16:41:56, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.6218, top1_acc: 0.3742, top5_acc: 0.6117, loss_cls: 2.8560, loss: 4.4778, grad_norm: 6.5472 2021-07-03 06:04:26,037 - mmaction - INFO - Epoch [7][2520/3757] lr: 1.000e-02, eta: 6 days, 16:41:23, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.6110, top1_acc: 0.3625, top5_acc: 0.6148, loss_cls: 2.8121, loss: 4.4230, grad_norm: 6.4673 2021-07-03 06:04:47,188 - mmaction - INFO - Epoch [7][2540/3757] lr: 1.000e-02, eta: 6 days, 16:40:54, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.6274, top1_acc: 0.3695, top5_acc: 0.6109, loss_cls: 2.9148, loss: 4.5423, grad_norm: 6.6646 2021-07-03 06:05:08,336 - mmaction - INFO - Epoch [7][2560/3757] lr: 1.000e-02, eta: 6 days, 16:40:25, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.6101, top1_acc: 0.3523, top5_acc: 0.6125, loss_cls: 2.8846, loss: 4.4947, grad_norm: 6.5512 2021-07-03 06:05:29,487 - mmaction - INFO - Epoch [7][2580/3757] lr: 1.000e-02, eta: 6 days, 16:39:57, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.6264, top1_acc: 0.3617, top5_acc: 0.6023, loss_cls: 2.9054, loss: 4.5317, grad_norm: 6.3840 2021-07-03 06:05:50,700 - mmaction - INFO - Epoch [7][2600/3757] lr: 1.000e-02, eta: 6 days, 16:39:30, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.5805, top1_acc: 0.3875, top5_acc: 0.6227, loss_cls: 2.7757, loss: 4.3562, grad_norm: 6.3101 2021-07-03 06:06:11,953 - mmaction - INFO - Epoch [7][2620/3757] lr: 1.000e-02, eta: 6 days, 16:39:02, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.5968, top1_acc: 0.3602, top5_acc: 0.6266, loss_cls: 2.8078, loss: 4.4046, grad_norm: 6.5698 2021-07-03 06:06:33,343 - mmaction - INFO - Epoch [7][2640/3757] lr: 1.000e-02, eta: 6 days, 16:38:39, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.6256, top1_acc: 0.3508, top5_acc: 0.6141, loss_cls: 2.9097, loss: 4.5353, grad_norm: 6.6291 2021-07-03 06:06:54,817 - mmaction - INFO - Epoch [7][2660/3757] lr: 1.000e-02, eta: 6 days, 16:38:18, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.6207, top1_acc: 0.3625, top5_acc: 0.6016, loss_cls: 2.8779, loss: 4.4986, grad_norm: 6.5060 2021-07-03 06:07:15,798 - mmaction - INFO - Epoch [7][2680/3757] lr: 1.000e-02, eta: 6 days, 16:37:45, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.5967, top1_acc: 0.3633, top5_acc: 0.6320, loss_cls: 2.8163, loss: 4.4130, grad_norm: 6.5037 2021-07-03 06:07:37,219 - mmaction - INFO - Epoch [7][2700/3757] lr: 1.000e-02, eta: 6 days, 16:37:22, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.5659, top1_acc: 0.4008, top5_acc: 0.6422, loss_cls: 2.7534, loss: 4.3193, grad_norm: 6.3485 2021-07-03 06:07:58,363 - mmaction - INFO - Epoch [7][2720/3757] lr: 1.000e-02, eta: 6 days, 16:36:53, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.6190, top1_acc: 0.3695, top5_acc: 0.6023, loss_cls: 2.8582, loss: 4.4772, grad_norm: 6.3256 2021-07-03 06:08:19,558 - mmaction - INFO - Epoch [7][2740/3757] lr: 1.000e-02, eta: 6 days, 16:36:27, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.5486, top1_acc: 0.3961, top5_acc: 0.6477, loss_cls: 2.7110, loss: 4.2596, grad_norm: 6.4141 2021-07-03 06:08:41,158 - mmaction - INFO - Epoch [7][2760/3757] lr: 1.000e-02, eta: 6 days, 16:36:08, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 1.5632, top1_acc: 0.3945, top5_acc: 0.6328, loss_cls: 2.7402, loss: 4.3034, grad_norm: 6.3628 2021-07-03 06:09:02,180 - mmaction - INFO - Epoch [7][2780/3757] lr: 1.000e-02, eta: 6 days, 16:35:36, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.6288, top1_acc: 0.3477, top5_acc: 0.6281, loss_cls: 2.8946, loss: 4.5233, grad_norm: 6.6169 2021-07-03 06:09:23,530 - mmaction - INFO - Epoch [7][2800/3757] lr: 1.000e-02, eta: 6 days, 16:35:11, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.5808, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 2.8100, loss: 4.3907, grad_norm: 6.4509 2021-07-03 06:09:44,538 - mmaction - INFO - Epoch [7][2820/3757] lr: 1.000e-02, eta: 6 days, 16:34:40, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.6208, top1_acc: 0.3688, top5_acc: 0.6125, loss_cls: 2.8379, loss: 4.4587, grad_norm: 6.4913 2021-07-03 06:10:05,699 - mmaction - INFO - Epoch [7][2840/3757] lr: 1.000e-02, eta: 6 days, 16:34:12, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.5631, top1_acc: 0.3937, top5_acc: 0.6414, loss_cls: 2.7506, loss: 4.3137, grad_norm: 6.4548 2021-07-03 06:10:27,059 - mmaction - INFO - Epoch [7][2860/3757] lr: 1.000e-02, eta: 6 days, 16:33:48, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.5937, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.8155, loss: 4.4092, grad_norm: 6.3554 2021-07-03 06:10:47,891 - mmaction - INFO - Epoch [7][2880/3757] lr: 1.000e-02, eta: 6 days, 16:33:13, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.6200, top1_acc: 0.3422, top5_acc: 0.6094, loss_cls: 2.9630, loss: 4.5830, grad_norm: 6.4955 2021-07-03 06:11:09,837 - mmaction - INFO - Epoch [7][2900/3757] lr: 1.000e-02, eta: 6 days, 16:33:00, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.6433, top1_acc: 0.3570, top5_acc: 0.6047, loss_cls: 2.9293, loss: 4.5726, grad_norm: 6.3085 2021-07-03 06:11:30,815 - mmaction - INFO - Epoch [7][2920/3757] lr: 1.000e-02, eta: 6 days, 16:32:29, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.6041, top1_acc: 0.3891, top5_acc: 0.6180, loss_cls: 2.8308, loss: 4.4349, grad_norm: 6.2215 2021-07-03 06:11:51,702 - mmaction - INFO - Epoch [7][2940/3757] lr: 1.000e-02, eta: 6 days, 16:31:55, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.6098, top1_acc: 0.3750, top5_acc: 0.6227, loss_cls: 2.8865, loss: 4.4963, grad_norm: 6.5682 2021-07-03 06:12:13,220 - mmaction - INFO - Epoch [7][2960/3757] lr: 1.000e-02, eta: 6 days, 16:31:34, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.6171, top1_acc: 0.3617, top5_acc: 0.6164, loss_cls: 2.8782, loss: 4.4953, grad_norm: 6.4167 2021-07-03 06:12:34,263 - mmaction - INFO - Epoch [7][2980/3757] lr: 1.000e-02, eta: 6 days, 16:31:03, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.5963, top1_acc: 0.3633, top5_acc: 0.6336, loss_cls: 2.8450, loss: 4.4414, grad_norm: 6.3424 2021-07-03 06:12:56,153 - mmaction - INFO - Epoch [7][3000/3757] lr: 1.000e-02, eta: 6 days, 16:30:50, time: 1.093, data_time: 0.010, memory: 6921, loss_aux: 1.5522, top1_acc: 0.3883, top5_acc: 0.6234, loss_cls: 2.8055, loss: 4.3577, grad_norm: 6.3287 2021-07-03 06:13:19,081 - mmaction - INFO - Epoch [7][3020/3757] lr: 1.000e-02, eta: 6 days, 16:30:59, time: 1.148, data_time: 0.004, memory: 6921, loss_aux: 1.5752, top1_acc: 0.3750, top5_acc: 0.6258, loss_cls: 2.7894, loss: 4.3646, grad_norm: 6.3956 2021-07-03 06:13:40,407 - mmaction - INFO - Epoch [7][3040/3757] lr: 1.000e-02, eta: 6 days, 16:30:35, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.5561, top1_acc: 0.3883, top5_acc: 0.6469, loss_cls: 2.7357, loss: 4.2918, grad_norm: 6.4038 2021-07-03 06:14:01,465 - mmaction - INFO - Epoch [7][3060/3757] lr: 1.000e-02, eta: 6 days, 16:30:04, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.6345, top1_acc: 0.3594, top5_acc: 0.6391, loss_cls: 2.8627, loss: 4.4972, grad_norm: 6.4210 2021-07-03 06:14:22,405 - mmaction - INFO - Epoch [7][3080/3757] lr: 1.000e-02, eta: 6 days, 16:29:31, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.5972, top1_acc: 0.3781, top5_acc: 0.6359, loss_cls: 2.7970, loss: 4.3942, grad_norm: 6.4951 2021-07-03 06:14:43,950 - mmaction - INFO - Epoch [7][3100/3757] lr: 1.000e-02, eta: 6 days, 16:29:11, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.5990, top1_acc: 0.3734, top5_acc: 0.6305, loss_cls: 2.8129, loss: 4.4120, grad_norm: 6.4896 2021-07-03 06:15:05,113 - mmaction - INFO - Epoch [7][3120/3757] lr: 1.000e-02, eta: 6 days, 16:28:43, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.6404, top1_acc: 0.3602, top5_acc: 0.6102, loss_cls: 2.9506, loss: 4.5910, grad_norm: 6.5389 2021-07-03 06:15:27,420 - mmaction - INFO - Epoch [7][3140/3757] lr: 1.000e-02, eta: 6 days, 16:28:39, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.5796, top1_acc: 0.4047, top5_acc: 0.6414, loss_cls: 2.7275, loss: 4.3071, grad_norm: 6.5560 2021-07-03 06:15:48,346 - mmaction - INFO - Epoch [7][3160/3757] lr: 1.000e-02, eta: 6 days, 16:28:05, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 1.6467, top1_acc: 0.3688, top5_acc: 0.6133, loss_cls: 2.9103, loss: 4.5570, grad_norm: 6.6734 2021-07-03 06:16:09,284 - mmaction - INFO - Epoch [7][3180/3757] lr: 1.000e-02, eta: 6 days, 16:27:33, time: 1.049, data_time: 0.006, memory: 6921, loss_aux: 1.6169, top1_acc: 0.3508, top5_acc: 0.6141, loss_cls: 2.8860, loss: 4.5028, grad_norm: 6.6449 2021-07-03 06:16:30,294 - mmaction - INFO - Epoch [7][3200/3757] lr: 1.000e-02, eta: 6 days, 16:27:01, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.5769, top1_acc: 0.3992, top5_acc: 0.6336, loss_cls: 2.8035, loss: 4.3804, grad_norm: 6.3702 2021-07-03 06:16:51,342 - mmaction - INFO - Epoch [7][3220/3757] lr: 1.000e-02, eta: 6 days, 16:26:31, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.6262, top1_acc: 0.3633, top5_acc: 0.6172, loss_cls: 2.8782, loss: 4.5043, grad_norm: 6.4964 2021-07-03 06:17:12,899 - mmaction - INFO - Epoch [7][3240/3757] lr: 1.000e-02, eta: 6 days, 16:26:11, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.6489, top1_acc: 0.3484, top5_acc: 0.5859, loss_cls: 2.9765, loss: 4.6254, grad_norm: 6.4613 2021-07-03 06:17:33,844 - mmaction - INFO - Epoch [7][3260/3757] lr: 1.000e-02, eta: 6 days, 16:25:38, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.5880, top1_acc: 0.3930, top5_acc: 0.6367, loss_cls: 2.8101, loss: 4.3980, grad_norm: 6.3379 2021-07-03 06:17:55,630 - mmaction - INFO - Epoch [7][3280/3757] lr: 1.000e-02, eta: 6 days, 16:25:23, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.5645, top1_acc: 0.3758, top5_acc: 0.6273, loss_cls: 2.8318, loss: 4.3963, grad_norm: 6.5819 2021-07-03 06:18:17,088 - mmaction - INFO - Epoch [7][3300/3757] lr: 1.000e-02, eta: 6 days, 16:25:01, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.6073, top1_acc: 0.3617, top5_acc: 0.6094, loss_cls: 2.8755, loss: 4.4827, grad_norm: 6.4217 2021-07-03 06:18:38,092 - mmaction - INFO - Epoch [7][3320/3757] lr: 1.000e-02, eta: 6 days, 16:24:30, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.5955, top1_acc: 0.3750, top5_acc: 0.6250, loss_cls: 2.8662, loss: 4.4617, grad_norm: 6.2318 2021-07-03 06:18:59,163 - mmaction - INFO - Epoch [7][3340/3757] lr: 1.000e-02, eta: 6 days, 16:24:00, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.5844, top1_acc: 0.3805, top5_acc: 0.6344, loss_cls: 2.7766, loss: 4.3610, grad_norm: 6.4651 2021-07-03 06:19:20,318 - mmaction - INFO - Epoch [7][3360/3757] lr: 1.000e-02, eta: 6 days, 16:23:31, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.5836, top1_acc: 0.3914, top5_acc: 0.6320, loss_cls: 2.7818, loss: 4.3654, grad_norm: 6.3343 2021-07-03 06:19:41,427 - mmaction - INFO - Epoch [7][3380/3757] lr: 1.000e-02, eta: 6 days, 16:23:02, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.6260, top1_acc: 0.3484, top5_acc: 0.6078, loss_cls: 2.9202, loss: 4.5461, grad_norm: 6.3360 2021-07-03 06:20:02,460 - mmaction - INFO - Epoch [7][3400/3757] lr: 1.000e-02, eta: 6 days, 16:22:32, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.5607, top1_acc: 0.3656, top5_acc: 0.6266, loss_cls: 2.8066, loss: 4.3673, grad_norm: 6.3892 2021-07-03 06:20:23,436 - mmaction - INFO - Epoch [7][3420/3757] lr: 1.000e-02, eta: 6 days, 16:22:00, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.5614, top1_acc: 0.3719, top5_acc: 0.6391, loss_cls: 2.7731, loss: 4.3345, grad_norm: 6.6074 2021-07-03 06:20:44,581 - mmaction - INFO - Epoch [7][3440/3757] lr: 1.000e-02, eta: 6 days, 16:21:32, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.5628, top1_acc: 0.3680, top5_acc: 0.6422, loss_cls: 2.7665, loss: 4.3292, grad_norm: 6.4586 2021-07-03 06:21:05,494 - mmaction - INFO - Epoch [7][3460/3757] lr: 1.000e-02, eta: 6 days, 16:20:58, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 1.6118, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 2.9186, loss: 4.5304, grad_norm: 6.4788 2021-07-03 06:21:26,822 - mmaction - INFO - Epoch [7][3480/3757] lr: 1.000e-02, eta: 6 days, 16:20:34, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.6468, top1_acc: 0.3438, top5_acc: 0.5992, loss_cls: 2.9726, loss: 4.6194, grad_norm: 6.6225 2021-07-03 06:21:48,074 - mmaction - INFO - Epoch [7][3500/3757] lr: 1.000e-02, eta: 6 days, 16:20:08, time: 1.063, data_time: 0.021, memory: 6921, loss_aux: 1.6105, top1_acc: 0.3727, top5_acc: 0.6266, loss_cls: 2.7987, loss: 4.4092, grad_norm: 6.4323 2021-07-03 06:22:09,160 - mmaction - INFO - Epoch [7][3520/3757] lr: 1.000e-02, eta: 6 days, 16:19:38, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.5690, top1_acc: 0.3797, top5_acc: 0.6352, loss_cls: 2.7706, loss: 4.3396, grad_norm: 6.3416 2021-07-03 06:22:30,331 - mmaction - INFO - Epoch [7][3540/3757] lr: 1.000e-02, eta: 6 days, 16:19:11, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.5950, top1_acc: 0.3703, top5_acc: 0.6281, loss_cls: 2.8426, loss: 4.4376, grad_norm: 6.4346 2021-07-03 06:22:51,752 - mmaction - INFO - Epoch [7][3560/3757] lr: 1.000e-02, eta: 6 days, 16:18:48, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.6340, top1_acc: 0.3594, top5_acc: 0.6258, loss_cls: 2.8907, loss: 4.5247, grad_norm: 6.7446 2021-07-03 06:23:13,988 - mmaction - INFO - Epoch [7][3580/3757] lr: 1.000e-02, eta: 6 days, 16:18:42, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.5812, top1_acc: 0.3820, top5_acc: 0.6289, loss_cls: 2.8019, loss: 4.3831, grad_norm: 6.4639 2021-07-03 06:23:34,990 - mmaction - INFO - Epoch [7][3600/3757] lr: 1.000e-02, eta: 6 days, 16:18:11, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.6336, top1_acc: 0.3758, top5_acc: 0.6102, loss_cls: 2.9184, loss: 4.5520, grad_norm: 6.5618 2021-07-03 06:23:55,968 - mmaction - INFO - Epoch [7][3620/3757] lr: 1.000e-02, eta: 6 days, 16:17:39, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.5901, top1_acc: 0.3742, top5_acc: 0.6352, loss_cls: 2.8308, loss: 4.4208, grad_norm: 6.5282 2021-07-03 06:24:17,493 - mmaction - INFO - Epoch [7][3640/3757] lr: 1.000e-02, eta: 6 days, 16:17:18, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.6274, top1_acc: 0.3633, top5_acc: 0.6094, loss_cls: 2.9058, loss: 4.5332, grad_norm: 6.5376 2021-07-03 06:24:38,585 - mmaction - INFO - Epoch [7][3660/3757] lr: 1.000e-02, eta: 6 days, 16:16:49, time: 1.056, data_time: 0.007, memory: 6921, loss_aux: 1.5688, top1_acc: 0.3812, top5_acc: 0.6461, loss_cls: 2.7578, loss: 4.3266, grad_norm: 6.4425 2021-07-03 06:24:59,753 - mmaction - INFO - Epoch [7][3680/3757] lr: 1.000e-02, eta: 6 days, 16:16:21, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.5805, top1_acc: 0.3773, top5_acc: 0.6320, loss_cls: 2.8172, loss: 4.3977, grad_norm: 6.3407 2021-07-03 06:25:20,741 - mmaction - INFO - Epoch [7][3700/3757] lr: 1.000e-02, eta: 6 days, 16:15:50, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.6100, top1_acc: 0.3812, top5_acc: 0.6289, loss_cls: 2.8080, loss: 4.4181, grad_norm: 6.5997 2021-07-03 06:25:41,797 - mmaction - INFO - Epoch [7][3720/3757] lr: 1.000e-02, eta: 6 days, 16:15:20, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5865, top1_acc: 0.3859, top5_acc: 0.6211, loss_cls: 2.8144, loss: 4.4008, grad_norm: 6.4825 2021-07-03 06:26:03,571 - mmaction - INFO - Epoch [7][3740/3757] lr: 1.000e-02, eta: 6 days, 16:15:04, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.5438, top1_acc: 0.3859, top5_acc: 0.6383, loss_cls: 2.7190, loss: 4.2628, grad_norm: 6.3857 2021-07-03 06:26:21,570 - mmaction - INFO - Saving checkpoint at 7 epochs 2021-07-03 06:27:23,991 - mmaction - INFO - Epoch [8][20/3757] lr: 1.000e-02, eta: 6 days, 16:21:36, time: 3.043, data_time: 2.016, memory: 6921, loss_aux: 1.5840, top1_acc: 0.4031, top5_acc: 0.6281, loss_cls: 2.8191, loss: 4.4031, grad_norm: 6.4537 2021-07-03 06:27:45,058 - mmaction - INFO - Epoch [8][40/3757] lr: 1.000e-02, eta: 6 days, 16:21:05, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.5930, top1_acc: 0.3781, top5_acc: 0.6445, loss_cls: 2.7840, loss: 4.3770, grad_norm: 6.5695 2021-07-03 06:28:05,849 - mmaction - INFO - Epoch [8][60/3757] lr: 1.000e-02, eta: 6 days, 16:20:30, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.5865, top1_acc: 0.3703, top5_acc: 0.6156, loss_cls: 2.8094, loss: 4.3958, grad_norm: 6.5717 2021-07-03 06:28:26,983 - mmaction - INFO - Epoch [8][80/3757] lr: 1.000e-02, eta: 6 days, 16:20:01, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.6019, top1_acc: 0.3695, top5_acc: 0.6234, loss_cls: 2.8556, loss: 4.4575, grad_norm: 6.6358 2021-07-03 06:28:48,684 - mmaction - INFO - Epoch [8][100/3757] lr: 1.000e-02, eta: 6 days, 16:19:44, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.5836, top1_acc: 0.3750, top5_acc: 0.6211, loss_cls: 2.7989, loss: 4.3824, grad_norm: 6.4696 2021-07-03 06:29:09,802 - mmaction - INFO - Epoch [8][120/3757] lr: 1.000e-02, eta: 6 days, 16:19:15, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.6065, top1_acc: 0.3828, top5_acc: 0.6250, loss_cls: 2.8050, loss: 4.4115, grad_norm: 6.5145 2021-07-03 06:29:30,769 - mmaction - INFO - Epoch [8][140/3757] lr: 1.000e-02, eta: 6 days, 16:18:43, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.5825, top1_acc: 0.3875, top5_acc: 0.6438, loss_cls: 2.7825, loss: 4.3651, grad_norm: 6.4944 2021-07-03 06:29:53,143 - mmaction - INFO - Epoch [8][160/3757] lr: 1.000e-02, eta: 6 days, 16:18:40, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.5695, top1_acc: 0.3789, top5_acc: 0.6445, loss_cls: 2.7607, loss: 4.3302, grad_norm: 6.4546 2021-07-03 06:30:14,084 - mmaction - INFO - Epoch [8][180/3757] lr: 1.000e-02, eta: 6 days, 16:18:07, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.6090, top1_acc: 0.3656, top5_acc: 0.6102, loss_cls: 2.8853, loss: 4.4942, grad_norm: 6.5068 2021-07-03 06:30:34,994 - mmaction - INFO - Epoch [8][200/3757] lr: 1.000e-02, eta: 6 days, 16:17:34, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.6227, top1_acc: 0.3727, top5_acc: 0.6219, loss_cls: 2.8342, loss: 4.4569, grad_norm: 6.5174 2021-07-03 06:30:56,235 - mmaction - INFO - Epoch [8][220/3757] lr: 1.000e-02, eta: 6 days, 16:17:07, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.5946, top1_acc: 0.4039, top5_acc: 0.6242, loss_cls: 2.7999, loss: 4.3944, grad_norm: 6.4172 2021-07-03 06:31:17,408 - mmaction - INFO - Epoch [8][240/3757] lr: 1.000e-02, eta: 6 days, 16:16:38, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.5743, top1_acc: 0.3859, top5_acc: 0.6508, loss_cls: 2.7577, loss: 4.3321, grad_norm: 6.3827 2021-07-03 06:31:38,490 - mmaction - INFO - Epoch [8][260/3757] lr: 1.000e-02, eta: 6 days, 16:16:09, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.5441, top1_acc: 0.4102, top5_acc: 0.6609, loss_cls: 2.6593, loss: 4.2034, grad_norm: 6.3592 2021-07-03 06:31:59,736 - mmaction - INFO - Epoch [8][280/3757] lr: 1.000e-02, eta: 6 days, 16:15:42, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.5455, top1_acc: 0.4086, top5_acc: 0.6516, loss_cls: 2.6987, loss: 4.2441, grad_norm: 6.2799 2021-07-03 06:32:20,819 - mmaction - INFO - Epoch [8][300/3757] lr: 1.000e-02, eta: 6 days, 16:15:13, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.5988, top1_acc: 0.3812, top5_acc: 0.6477, loss_cls: 2.7833, loss: 4.3820, grad_norm: 6.6862 2021-07-03 06:32:42,968 - mmaction - INFO - Epoch [8][320/3757] lr: 1.000e-02, eta: 6 days, 16:15:05, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.6187, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.8591, loss: 4.4777, grad_norm: 6.6215 2021-07-03 06:33:03,808 - mmaction - INFO - Epoch [8][340/3757] lr: 1.000e-02, eta: 6 days, 16:14:31, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.6467, top1_acc: 0.3602, top5_acc: 0.6070, loss_cls: 2.9446, loss: 4.5913, grad_norm: 6.6266 2021-07-03 06:33:24,973 - mmaction - INFO - Epoch [8][360/3757] lr: 1.000e-02, eta: 6 days, 16:14:03, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.5877, top1_acc: 0.3695, top5_acc: 0.6352, loss_cls: 2.7895, loss: 4.3772, grad_norm: 6.6342 2021-07-03 06:33:46,159 - mmaction - INFO - Epoch [8][380/3757] lr: 1.000e-02, eta: 6 days, 16:13:35, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.5971, top1_acc: 0.3648, top5_acc: 0.6367, loss_cls: 2.7872, loss: 4.3843, grad_norm: 6.5984 2021-07-03 06:34:07,627 - mmaction - INFO - Epoch [8][400/3757] lr: 1.000e-02, eta: 6 days, 16:13:12, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.5343, top1_acc: 0.4188, top5_acc: 0.6641, loss_cls: 2.6540, loss: 4.1883, grad_norm: 6.3469 2021-07-03 06:34:28,866 - mmaction - INFO - Epoch [8][420/3757] lr: 1.000e-02, eta: 6 days, 16:12:46, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.5654, top1_acc: 0.3648, top5_acc: 0.6297, loss_cls: 2.8027, loss: 4.3681, grad_norm: 6.6662 2021-07-03 06:34:49,998 - mmaction - INFO - Epoch [8][440/3757] lr: 1.000e-02, eta: 6 days, 16:12:18, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.6184, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8506, loss: 4.4689, grad_norm: 6.6971 2021-07-03 06:35:11,630 - mmaction - INFO - Epoch [8][460/3757] lr: 1.000e-02, eta: 6 days, 16:11:59, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.5972, top1_acc: 0.3891, top5_acc: 0.6352, loss_cls: 2.7811, loss: 4.3782, grad_norm: 6.3481 2021-07-03 06:35:33,042 - mmaction - INFO - Epoch [8][480/3757] lr: 1.000e-02, eta: 6 days, 16:11:36, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.6464, top1_acc: 0.3633, top5_acc: 0.5992, loss_cls: 2.9141, loss: 4.5605, grad_norm: 6.5612 2021-07-03 06:35:54,121 - mmaction - INFO - Epoch [8][500/3757] lr: 1.000e-02, eta: 6 days, 16:11:07, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.5690, top1_acc: 0.3742, top5_acc: 0.6312, loss_cls: 2.7842, loss: 4.3532, grad_norm: 6.3803 2021-07-03 06:36:15,080 - mmaction - INFO - Epoch [8][520/3757] lr: 1.000e-02, eta: 6 days, 16:10:34, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.5726, top1_acc: 0.3742, top5_acc: 0.6125, loss_cls: 2.8254, loss: 4.3980, grad_norm: 6.4341 2021-07-03 06:36:36,533 - mmaction - INFO - Epoch [8][540/3757] lr: 1.000e-02, eta: 6 days, 16:10:12, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.5656, top1_acc: 0.3859, top5_acc: 0.6391, loss_cls: 2.7468, loss: 4.3124, grad_norm: 6.5010 2021-07-03 06:36:57,409 - mmaction - INFO - Epoch [8][560/3757] lr: 1.000e-02, eta: 6 days, 16:09:39, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.5951, top1_acc: 0.3602, top5_acc: 0.6250, loss_cls: 2.8638, loss: 4.4590, grad_norm: 6.6357 2021-07-03 06:37:19,045 - mmaction - INFO - Epoch [8][580/3757] lr: 1.000e-02, eta: 6 days, 16:09:20, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.5671, top1_acc: 0.3914, top5_acc: 0.6375, loss_cls: 2.7343, loss: 4.3014, grad_norm: 6.5800 2021-07-03 06:37:40,601 - mmaction - INFO - Epoch [8][600/3757] lr: 1.000e-02, eta: 6 days, 16:09:00, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.6398, top1_acc: 0.3594, top5_acc: 0.6141, loss_cls: 2.9316, loss: 4.5714, grad_norm: 6.5481 2021-07-03 06:38:01,473 - mmaction - INFO - Epoch [8][620/3757] lr: 1.000e-02, eta: 6 days, 16:08:26, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.5364, top1_acc: 0.3930, top5_acc: 0.6531, loss_cls: 2.7746, loss: 4.3110, grad_norm: 6.4031 2021-07-03 06:38:22,709 - mmaction - INFO - Epoch [8][640/3757] lr: 1.000e-02, eta: 6 days, 16:08:00, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.5544, top1_acc: 0.3898, top5_acc: 0.6516, loss_cls: 2.7366, loss: 4.2909, grad_norm: 6.4543 2021-07-03 06:38:43,552 - mmaction - INFO - Epoch [8][660/3757] lr: 1.000e-02, eta: 6 days, 16:07:26, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.6191, top1_acc: 0.3570, top5_acc: 0.5984, loss_cls: 2.9024, loss: 4.5214, grad_norm: 6.6135 2021-07-03 06:39:04,761 - mmaction - INFO - Epoch [8][680/3757] lr: 1.000e-02, eta: 6 days, 16:06:58, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.5721, top1_acc: 0.3859, top5_acc: 0.6430, loss_cls: 2.7297, loss: 4.3019, grad_norm: 6.4025 2021-07-03 06:39:26,113 - mmaction - INFO - Epoch [8][700/3757] lr: 1.000e-02, eta: 6 days, 16:06:35, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.5507, top1_acc: 0.3906, top5_acc: 0.6523, loss_cls: 2.7264, loss: 4.2771, grad_norm: 6.4328 2021-07-03 06:39:47,522 - mmaction - INFO - Epoch [8][720/3757] lr: 1.000e-02, eta: 6 days, 16:06:11, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.6011, top1_acc: 0.3547, top5_acc: 0.6438, loss_cls: 2.8465, loss: 4.4476, grad_norm: 6.5544 2021-07-03 06:40:08,532 - mmaction - INFO - Epoch [8][740/3757] lr: 1.000e-02, eta: 6 days, 16:05:41, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.6130, top1_acc: 0.3633, top5_acc: 0.6211, loss_cls: 2.8642, loss: 4.4772, grad_norm: 6.3845 2021-07-03 06:40:30,082 - mmaction - INFO - Epoch [8][760/3757] lr: 1.000e-02, eta: 6 days, 16:05:20, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.5701, top1_acc: 0.3922, top5_acc: 0.6453, loss_cls: 2.7758, loss: 4.3459, grad_norm: 6.5186 2021-07-03 06:40:51,153 - mmaction - INFO - Epoch [8][780/3757] lr: 1.000e-02, eta: 6 days, 16:04:51, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.6037, top1_acc: 0.3703, top5_acc: 0.6258, loss_cls: 2.8671, loss: 4.4708, grad_norm: 6.6510 2021-07-03 06:41:12,217 - mmaction - INFO - Epoch [8][800/3757] lr: 1.000e-02, eta: 6 days, 16:04:21, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.5205, top1_acc: 0.3703, top5_acc: 0.6516, loss_cls: 2.7066, loss: 4.2271, grad_norm: 6.5823 2021-07-03 06:41:33,762 - mmaction - INFO - Epoch [8][820/3757] lr: 1.000e-02, eta: 6 days, 16:04:01, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.6238, top1_acc: 0.3734, top5_acc: 0.6086, loss_cls: 2.8896, loss: 4.5134, grad_norm: 6.6401 2021-07-03 06:41:54,777 - mmaction - INFO - Epoch [8][840/3757] lr: 1.000e-02, eta: 6 days, 16:03:30, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.5856, top1_acc: 0.3930, top5_acc: 0.6523, loss_cls: 2.7287, loss: 4.3144, grad_norm: 6.5651 2021-07-03 06:42:15,879 - mmaction - INFO - Epoch [8][860/3757] lr: 1.000e-02, eta: 6 days, 16:03:00, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.6270, top1_acc: 0.3578, top5_acc: 0.6148, loss_cls: 2.8977, loss: 4.5247, grad_norm: 6.5131 2021-07-03 06:42:36,817 - mmaction - INFO - Epoch [8][880/3757] lr: 1.000e-02, eta: 6 days, 16:02:28, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.5498, top1_acc: 0.3797, top5_acc: 0.6445, loss_cls: 2.7438, loss: 4.2936, grad_norm: 6.3464 2021-07-03 06:42:58,858 - mmaction - INFO - Epoch [8][900/3757] lr: 1.000e-02, eta: 6 days, 16:02:18, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.5487, top1_acc: 0.3898, top5_acc: 0.6258, loss_cls: 2.7323, loss: 4.2810, grad_norm: 6.4640 2021-07-03 06:43:19,760 - mmaction - INFO - Epoch [8][920/3757] lr: 1.000e-02, eta: 6 days, 16:01:45, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.5743, top1_acc: 0.3836, top5_acc: 0.6273, loss_cls: 2.7754, loss: 4.3497, grad_norm: 6.4484 2021-07-03 06:43:40,968 - mmaction - INFO - Epoch [8][940/3757] lr: 1.000e-02, eta: 6 days, 16:01:18, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5975, top1_acc: 0.3937, top5_acc: 0.6219, loss_cls: 2.8262, loss: 4.4237, grad_norm: 6.3654 2021-07-03 06:44:02,488 - mmaction - INFO - Epoch [8][960/3757] lr: 1.000e-02, eta: 6 days, 16:00:57, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.5591, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.7890, loss: 4.3481, grad_norm: 6.4651 2021-07-03 06:44:23,867 - mmaction - INFO - Epoch [8][980/3757] lr: 1.000e-02, eta: 6 days, 16:00:34, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.5532, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.7567, loss: 4.3099, grad_norm: 6.4914 2021-07-03 06:44:45,435 - mmaction - INFO - Epoch [8][1000/3757] lr: 1.000e-02, eta: 6 days, 16:00:14, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.5597, top1_acc: 0.4023, top5_acc: 0.6430, loss_cls: 2.7554, loss: 4.3151, grad_norm: 6.3590 2021-07-03 06:45:06,589 - mmaction - INFO - Epoch [8][1020/3757] lr: 1.000e-02, eta: 6 days, 15:59:46, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.5978, top1_acc: 0.3820, top5_acc: 0.6234, loss_cls: 2.8330, loss: 4.4308, grad_norm: 6.4276 2021-07-03 06:45:27,539 - mmaction - INFO - Epoch [8][1040/3757] lr: 1.000e-02, eta: 6 days, 15:59:14, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.5946, top1_acc: 0.3641, top5_acc: 0.6219, loss_cls: 2.8216, loss: 4.4162, grad_norm: 6.3250 2021-07-03 06:45:48,726 - mmaction - INFO - Epoch [8][1060/3757] lr: 1.000e-02, eta: 6 days, 15:58:47, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.6075, top1_acc: 0.3750, top5_acc: 0.6180, loss_cls: 2.8327, loss: 4.4401, grad_norm: 6.4216 2021-07-03 06:46:09,781 - mmaction - INFO - Epoch [8][1080/3757] lr: 1.000e-02, eta: 6 days, 15:58:16, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.5952, top1_acc: 0.3844, top5_acc: 0.6305, loss_cls: 2.8147, loss: 4.4099, grad_norm: 6.3992 2021-07-03 06:46:30,972 - mmaction - INFO - Epoch [8][1100/3757] lr: 1.000e-02, eta: 6 days, 15:57:50, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.5703, top1_acc: 0.3734, top5_acc: 0.6562, loss_cls: 2.7272, loss: 4.2975, grad_norm: 6.6187 2021-07-03 06:46:52,467 - mmaction - INFO - Epoch [8][1120/3757] lr: 1.000e-02, eta: 6 days, 15:57:28, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.6014, top1_acc: 0.3672, top5_acc: 0.6203, loss_cls: 2.8505, loss: 4.4519, grad_norm: 6.5281 2021-07-03 06:47:13,476 - mmaction - INFO - Epoch [8][1140/3757] lr: 1.000e-02, eta: 6 days, 15:56:57, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.6469, top1_acc: 0.3680, top5_acc: 0.6148, loss_cls: 2.9231, loss: 4.5700, grad_norm: 6.4714 2021-07-03 06:47:34,558 - mmaction - INFO - Epoch [8][1160/3757] lr: 1.000e-02, eta: 6 days, 15:56:28, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.6378, top1_acc: 0.3531, top5_acc: 0.6094, loss_cls: 2.9416, loss: 4.5794, grad_norm: 6.6076 2021-07-03 06:47:55,927 - mmaction - INFO - Epoch [8][1180/3757] lr: 1.000e-02, eta: 6 days, 15:56:05, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.6173, top1_acc: 0.3680, top5_acc: 0.6172, loss_cls: 2.8284, loss: 4.4456, grad_norm: 6.4755 2021-07-03 06:48:17,448 - mmaction - INFO - Epoch [8][1200/3757] lr: 1.000e-02, eta: 6 days, 15:55:43, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.5565, top1_acc: 0.3820, top5_acc: 0.6383, loss_cls: 2.7934, loss: 4.3499, grad_norm: 6.3602 2021-07-03 06:48:39,071 - mmaction - INFO - Epoch [8][1220/3757] lr: 1.000e-02, eta: 6 days, 15:55:25, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.5447, top1_acc: 0.4156, top5_acc: 0.6523, loss_cls: 2.6842, loss: 4.2288, grad_norm: 6.5415 2021-07-03 06:49:00,021 - mmaction - INFO - Epoch [8][1240/3757] lr: 1.000e-02, eta: 6 days, 15:54:53, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.5541, top1_acc: 0.3961, top5_acc: 0.6094, loss_cls: 2.7925, loss: 4.3466, grad_norm: 6.5049 2021-07-03 06:49:21,068 - mmaction - INFO - Epoch [8][1260/3757] lr: 1.000e-02, eta: 6 days, 15:54:24, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.5790, top1_acc: 0.3828, top5_acc: 0.6375, loss_cls: 2.7587, loss: 4.3376, grad_norm: 6.5212 2021-07-03 06:49:42,260 - mmaction - INFO - Epoch [8][1280/3757] lr: 1.000e-02, eta: 6 days, 15:53:56, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.6241, top1_acc: 0.3703, top5_acc: 0.6023, loss_cls: 2.9100, loss: 4.5341, grad_norm: 6.5508 2021-07-03 06:50:03,983 - mmaction - INFO - Epoch [8][1300/3757] lr: 1.000e-02, eta: 6 days, 15:53:40, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.5848, top1_acc: 0.3883, top5_acc: 0.6242, loss_cls: 2.8248, loss: 4.4095, grad_norm: 6.4028 2021-07-03 06:50:25,213 - mmaction - INFO - Epoch [8][1320/3757] lr: 1.000e-02, eta: 6 days, 15:53:14, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.5793, top1_acc: 0.3625, top5_acc: 0.6234, loss_cls: 2.8461, loss: 4.4254, grad_norm: 6.7344 2021-07-03 06:50:46,460 - mmaction - INFO - Epoch [8][1340/3757] lr: 1.000e-02, eta: 6 days, 15:52:48, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.6270, top1_acc: 0.3680, top5_acc: 0.6016, loss_cls: 2.9036, loss: 4.5307, grad_norm: 6.5009 2021-07-03 06:51:07,490 - mmaction - INFO - Epoch [8][1360/3757] lr: 1.000e-02, eta: 6 days, 15:52:17, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.5553, top1_acc: 0.3961, top5_acc: 0.6359, loss_cls: 2.7492, loss: 4.3044, grad_norm: 6.0995 2021-07-03 06:51:28,840 - mmaction - INFO - Epoch [8][1380/3757] lr: 1.000e-02, eta: 6 days, 15:51:53, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.5987, top1_acc: 0.3766, top5_acc: 0.6227, loss_cls: 2.8300, loss: 4.4287, grad_norm: 6.5135 2021-07-03 06:51:50,059 - mmaction - INFO - Epoch [8][1400/3757] lr: 1.000e-02, eta: 6 days, 15:51:27, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.5697, top1_acc: 0.3898, top5_acc: 0.6336, loss_cls: 2.7609, loss: 4.3306, grad_norm: 6.3505 2021-07-03 06:52:11,250 - mmaction - INFO - Epoch [8][1420/3757] lr: 1.000e-02, eta: 6 days, 15:50:59, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.6353, top1_acc: 0.3508, top5_acc: 0.6234, loss_cls: 2.9493, loss: 4.5846, grad_norm: 6.6362 2021-07-03 06:52:32,143 - mmaction - INFO - Epoch [8][1440/3757] lr: 1.000e-02, eta: 6 days, 15:50:26, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.5445, top1_acc: 0.3844, top5_acc: 0.6297, loss_cls: 2.7339, loss: 4.2784, grad_norm: 6.3228 2021-07-03 06:52:53,218 - mmaction - INFO - Epoch [8][1460/3757] lr: 1.000e-02, eta: 6 days, 15:49:57, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.5952, top1_acc: 0.3805, top5_acc: 0.6352, loss_cls: 2.8116, loss: 4.4068, grad_norm: 6.2036 2021-07-03 06:53:15,499 - mmaction - INFO - Epoch [8][1480/3757] lr: 1.000e-02, eta: 6 days, 15:49:51, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.5878, top1_acc: 0.3664, top5_acc: 0.6312, loss_cls: 2.7948, loss: 4.3826, grad_norm: 6.2747 2021-07-03 06:53:36,469 - mmaction - INFO - Epoch [8][1500/3757] lr: 1.000e-02, eta: 6 days, 15:49:20, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.6122, top1_acc: 0.3727, top5_acc: 0.6164, loss_cls: 2.8651, loss: 4.4773, grad_norm: 6.3363 2021-07-03 06:53:57,585 - mmaction - INFO - Epoch [8][1520/3757] lr: 1.000e-02, eta: 6 days, 15:48:51, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.5717, top1_acc: 0.3930, top5_acc: 0.6367, loss_cls: 2.7484, loss: 4.3201, grad_norm: 6.4527 2021-07-03 06:54:18,624 - mmaction - INFO - Epoch [8][1540/3757] lr: 1.000e-02, eta: 6 days, 15:48:21, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.6356, top1_acc: 0.3641, top5_acc: 0.5891, loss_cls: 2.9550, loss: 4.5907, grad_norm: 6.7075 2021-07-03 06:54:39,482 - mmaction - INFO - Epoch [8][1560/3757] lr: 1.000e-02, eta: 6 days, 15:47:49, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.5945, top1_acc: 0.3773, top5_acc: 0.6367, loss_cls: 2.8121, loss: 4.4065, grad_norm: 6.7328 2021-07-03 06:55:00,700 - mmaction - INFO - Epoch [8][1580/3757] lr: 1.000e-02, eta: 6 days, 15:47:21, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.5884, top1_acc: 0.3672, top5_acc: 0.6352, loss_cls: 2.7998, loss: 4.3882, grad_norm: 6.5179 2021-07-03 06:55:22,563 - mmaction - INFO - Epoch [8][1600/3757] lr: 1.000e-02, eta: 6 days, 15:47:08, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.5822, top1_acc: 0.3781, top5_acc: 0.6094, loss_cls: 2.8548, loss: 4.4369, grad_norm: 6.4772 2021-07-03 06:55:44,260 - mmaction - INFO - Epoch [8][1620/3757] lr: 1.000e-02, eta: 6 days, 15:46:51, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.5766, top1_acc: 0.3922, top5_acc: 0.6242, loss_cls: 2.7516, loss: 4.3282, grad_norm: 6.5054 2021-07-03 06:56:05,618 - mmaction - INFO - Epoch [8][1640/3757] lr: 1.000e-02, eta: 6 days, 15:46:26, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.5306, top1_acc: 0.3984, top5_acc: 0.6586, loss_cls: 2.6748, loss: 4.2053, grad_norm: 6.3497 2021-07-03 06:56:26,760 - mmaction - INFO - Epoch [8][1660/3757] lr: 1.000e-02, eta: 6 days, 15:45:59, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.5425, top1_acc: 0.3977, top5_acc: 0.6453, loss_cls: 2.7126, loss: 4.2551, grad_norm: 6.3696 2021-07-03 06:56:47,773 - mmaction - INFO - Epoch [8][1680/3757] lr: 1.000e-02, eta: 6 days, 15:45:28, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.5690, top1_acc: 0.3945, top5_acc: 0.6289, loss_cls: 2.7773, loss: 4.3463, grad_norm: 6.6277 2021-07-03 06:57:08,968 - mmaction - INFO - Epoch [8][1700/3757] lr: 1.000e-02, eta: 6 days, 15:45:01, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.5735, top1_acc: 0.4023, top5_acc: 0.6680, loss_cls: 2.7179, loss: 4.2914, grad_norm: 6.2819 2021-07-03 06:57:30,208 - mmaction - INFO - Epoch [8][1720/3757] lr: 1.000e-02, eta: 6 days, 15:44:35, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.5806, top1_acc: 0.3766, top5_acc: 0.6273, loss_cls: 2.8081, loss: 4.3887, grad_norm: 6.3958 2021-07-03 06:57:51,350 - mmaction - INFO - Epoch [8][1740/3757] lr: 1.000e-02, eta: 6 days, 15:44:07, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.5786, top1_acc: 0.3625, top5_acc: 0.6180, loss_cls: 2.8417, loss: 4.4203, grad_norm: 6.3648 2021-07-03 06:58:12,504 - mmaction - INFO - Epoch [8][1760/3757] lr: 1.000e-02, eta: 6 days, 15:43:40, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.5579, top1_acc: 0.3891, top5_acc: 0.6281, loss_cls: 2.7250, loss: 4.2829, grad_norm: 6.2626 2021-07-03 06:58:33,697 - mmaction - INFO - Epoch [8][1780/3757] lr: 1.000e-02, eta: 6 days, 15:43:13, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5849, top1_acc: 0.3922, top5_acc: 0.6320, loss_cls: 2.7851, loss: 4.3700, grad_norm: 6.3741 2021-07-03 06:58:54,886 - mmaction - INFO - Epoch [8][1800/3757] lr: 1.000e-02, eta: 6 days, 15:42:46, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.6245, top1_acc: 0.3688, top5_acc: 0.6227, loss_cls: 2.8453, loss: 4.4698, grad_norm: 6.4955 2021-07-03 06:59:15,935 - mmaction - INFO - Epoch [8][1820/3757] lr: 1.000e-02, eta: 6 days, 15:42:16, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.5739, top1_acc: 0.3758, top5_acc: 0.6297, loss_cls: 2.7633, loss: 4.3371, grad_norm: 6.5524 2021-07-03 06:59:37,240 - mmaction - INFO - Epoch [8][1840/3757] lr: 1.000e-02, eta: 6 days, 15:41:52, time: 1.067, data_time: 0.020, memory: 6921, loss_aux: 1.6173, top1_acc: 0.3742, top5_acc: 0.6195, loss_cls: 2.8320, loss: 4.4494, grad_norm: 6.5156 2021-07-03 06:59:58,402 - mmaction - INFO - Epoch [8][1860/3757] lr: 1.000e-02, eta: 6 days, 15:41:24, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.5976, top1_acc: 0.3656, top5_acc: 0.6234, loss_cls: 2.8432, loss: 4.4408, grad_norm: 6.4087 2021-07-03 07:00:19,663 - mmaction - INFO - Epoch [8][1880/3757] lr: 1.000e-02, eta: 6 days, 15:40:59, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.5685, top1_acc: 0.3898, top5_acc: 0.6375, loss_cls: 2.7646, loss: 4.3331, grad_norm: 6.4146 2021-07-03 07:00:40,854 - mmaction - INFO - Epoch [8][1900/3757] lr: 1.000e-02, eta: 6 days, 15:40:31, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.5869, top1_acc: 0.3891, top5_acc: 0.6320, loss_cls: 2.7774, loss: 4.3643, grad_norm: 6.4466 2021-07-03 07:01:02,103 - mmaction - INFO - Epoch [8][1920/3757] lr: 1.000e-02, eta: 6 days, 15:40:06, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.5410, top1_acc: 0.3836, top5_acc: 0.6273, loss_cls: 2.7581, loss: 4.2991, grad_norm: 6.2918 2021-07-03 07:01:23,495 - mmaction - INFO - Epoch [8][1940/3757] lr: 1.000e-02, eta: 6 days, 15:39:43, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.5882, top1_acc: 0.3758, top5_acc: 0.6430, loss_cls: 2.7533, loss: 4.3415, grad_norm: 6.5183 2021-07-03 07:01:44,761 - mmaction - INFO - Epoch [8][1960/3757] lr: 1.000e-02, eta: 6 days, 15:39:18, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.5363, top1_acc: 0.3875, top5_acc: 0.6508, loss_cls: 2.7345, loss: 4.2709, grad_norm: 6.3649 2021-07-03 07:02:05,883 - mmaction - INFO - Epoch [8][1980/3757] lr: 1.000e-02, eta: 6 days, 15:38:49, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.5914, top1_acc: 0.3711, top5_acc: 0.6266, loss_cls: 2.8004, loss: 4.3918, grad_norm: 6.4710 2021-07-03 07:02:27,076 - mmaction - INFO - Epoch [8][2000/3757] lr: 1.000e-02, eta: 6 days, 15:38:22, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.6627, top1_acc: 0.3484, top5_acc: 0.6016, loss_cls: 2.9710, loss: 4.6337, grad_norm: 6.6297 2021-07-03 07:02:48,121 - mmaction - INFO - Epoch [8][2020/3757] lr: 1.000e-02, eta: 6 days, 15:37:52, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.5995, top1_acc: 0.3711, top5_acc: 0.6320, loss_cls: 2.8153, loss: 4.4147, grad_norm: 6.4605 2021-07-03 07:03:09,371 - mmaction - INFO - Epoch [8][2040/3757] lr: 1.000e-02, eta: 6 days, 15:37:27, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.5758, top1_acc: 0.3641, top5_acc: 0.6195, loss_cls: 2.8202, loss: 4.3960, grad_norm: 6.4857 2021-07-03 07:03:31,724 - mmaction - INFO - Epoch [8][2060/3757] lr: 1.000e-02, eta: 6 days, 15:37:22, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 1.5928, top1_acc: 0.3547, top5_acc: 0.6258, loss_cls: 2.8748, loss: 4.4676, grad_norm: 6.5756 2021-07-03 07:03:52,692 - mmaction - INFO - Epoch [8][2080/3757] lr: 1.000e-02, eta: 6 days, 15:36:51, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.5884, top1_acc: 0.3828, top5_acc: 0.6352, loss_cls: 2.8308, loss: 4.4192, grad_norm: 6.4184 2021-07-03 07:04:14,184 - mmaction - INFO - Epoch [8][2100/3757] lr: 1.000e-02, eta: 6 days, 15:36:30, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.5838, top1_acc: 0.3734, top5_acc: 0.6164, loss_cls: 2.8491, loss: 4.4329, grad_norm: 6.4751 2021-07-03 07:04:35,661 - mmaction - INFO - Epoch [8][2120/3757] lr: 1.000e-02, eta: 6 days, 15:36:09, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.5979, top1_acc: 0.3883, top5_acc: 0.6133, loss_cls: 2.8340, loss: 4.4319, grad_norm: 6.3985 2021-07-03 07:04:56,999 - mmaction - INFO - Epoch [8][2140/3757] lr: 1.000e-02, eta: 6 days, 15:35:45, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.5284, top1_acc: 0.3789, top5_acc: 0.6609, loss_cls: 2.6824, loss: 4.2108, grad_norm: 6.3661 2021-07-03 07:05:17,975 - mmaction - INFO - Epoch [8][2160/3757] lr: 1.000e-02, eta: 6 days, 15:35:13, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.5723, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8500, loss: 4.4223, grad_norm: 6.3896 2021-07-03 07:05:39,203 - mmaction - INFO - Epoch [8][2180/3757] lr: 1.000e-02, eta: 6 days, 15:34:48, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.5768, top1_acc: 0.3977, top5_acc: 0.6422, loss_cls: 2.7666, loss: 4.3434, grad_norm: 6.6195 2021-07-03 07:06:00,430 - mmaction - INFO - Epoch [8][2200/3757] lr: 1.000e-02, eta: 6 days, 15:34:22, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.5776, top1_acc: 0.3883, top5_acc: 0.6383, loss_cls: 2.7668, loss: 4.3444, grad_norm: 6.4389 2021-07-03 07:06:21,351 - mmaction - INFO - Epoch [8][2220/3757] lr: 1.000e-02, eta: 6 days, 15:33:50, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.5907, top1_acc: 0.3836, top5_acc: 0.6227, loss_cls: 2.7892, loss: 4.3800, grad_norm: 6.4825 2021-07-03 07:06:42,413 - mmaction - INFO - Epoch [8][2240/3757] lr: 1.000e-02, eta: 6 days, 15:33:21, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.5962, top1_acc: 0.3695, top5_acc: 0.6047, loss_cls: 2.8984, loss: 4.4946, grad_norm: 6.4600 2021-07-03 07:07:03,471 - mmaction - INFO - Epoch [8][2260/3757] lr: 1.000e-02, eta: 6 days, 15:32:52, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.5582, top1_acc: 0.3742, top5_acc: 0.6359, loss_cls: 2.8034, loss: 4.3616, grad_norm: 6.4705 2021-07-03 07:07:24,561 - mmaction - INFO - Epoch [8][2280/3757] lr: 1.000e-02, eta: 6 days, 15:32:23, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5478, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.7437, loss: 4.2915, grad_norm: 6.3461 2021-07-03 07:07:45,629 - mmaction - INFO - Epoch [8][2300/3757] lr: 1.000e-02, eta: 6 days, 15:31:54, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5358, top1_acc: 0.4008, top5_acc: 0.6562, loss_cls: 2.7052, loss: 4.2409, grad_norm: 6.5752 2021-07-03 07:08:07,344 - mmaction - INFO - Epoch [8][2320/3757] lr: 1.000e-02, eta: 6 days, 15:31:36, time: 1.083, data_time: 0.027, memory: 6921, loss_aux: 1.5803, top1_acc: 0.3719, top5_acc: 0.6375, loss_cls: 2.8354, loss: 4.4157, grad_norm: 6.8020 2021-07-03 07:08:28,476 - mmaction - INFO - Epoch [8][2340/3757] lr: 1.000e-02, eta: 6 days, 15:31:09, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.5943, top1_acc: 0.3703, top5_acc: 0.6188, loss_cls: 2.8517, loss: 4.4460, grad_norm: 6.3987 2021-07-03 07:08:49,518 - mmaction - INFO - Epoch [8][2360/3757] lr: 1.000e-02, eta: 6 days, 15:30:40, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.6029, top1_acc: 0.3828, top5_acc: 0.6219, loss_cls: 2.7958, loss: 4.3987, grad_norm: 6.4304 2021-07-03 07:09:11,819 - mmaction - INFO - Epoch [8][2380/3757] lr: 1.000e-02, eta: 6 days, 15:30:34, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.5805, top1_acc: 0.3789, top5_acc: 0.6234, loss_cls: 2.8190, loss: 4.3995, grad_norm: 6.3326 2021-07-03 07:09:33,135 - mmaction - INFO - Epoch [8][2400/3757] lr: 1.000e-02, eta: 6 days, 15:30:09, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.6072, top1_acc: 0.3617, top5_acc: 0.6188, loss_cls: 2.8762, loss: 4.4834, grad_norm: 6.3912 2021-07-03 07:09:54,206 - mmaction - INFO - Epoch [8][2420/3757] lr: 1.000e-02, eta: 6 days, 15:29:41, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.5829, top1_acc: 0.3906, top5_acc: 0.6398, loss_cls: 2.7765, loss: 4.3594, grad_norm: 6.4642 2021-07-03 07:10:15,253 - mmaction - INFO - Epoch [8][2440/3757] lr: 1.000e-02, eta: 6 days, 15:29:11, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.5479, top1_acc: 0.3953, top5_acc: 0.6406, loss_cls: 2.7489, loss: 4.2968, grad_norm: 6.4466 2021-07-03 07:10:36,186 - mmaction - INFO - Epoch [8][2460/3757] lr: 1.000e-02, eta: 6 days, 15:28:39, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.5154, top1_acc: 0.4086, top5_acc: 0.6625, loss_cls: 2.6290, loss: 4.1444, grad_norm: 6.4375 2021-07-03 07:10:57,201 - mmaction - INFO - Epoch [8][2480/3757] lr: 1.000e-02, eta: 6 days, 15:28:09, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.5952, top1_acc: 0.3914, top5_acc: 0.6281, loss_cls: 2.7801, loss: 4.3753, grad_norm: 6.4355 2021-07-03 07:11:18,227 - mmaction - INFO - Epoch [8][2500/3757] lr: 1.000e-02, eta: 6 days, 15:27:40, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.5829, top1_acc: 0.3703, top5_acc: 0.6273, loss_cls: 2.8437, loss: 4.4266, grad_norm: 6.4817 2021-07-03 07:11:39,748 - mmaction - INFO - Epoch [8][2520/3757] lr: 1.000e-02, eta: 6 days, 15:27:19, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.5990, top1_acc: 0.3875, top5_acc: 0.6312, loss_cls: 2.7862, loss: 4.3851, grad_norm: 6.4349 2021-07-03 07:12:00,797 - mmaction - INFO - Epoch [8][2540/3757] lr: 1.000e-02, eta: 6 days, 15:26:50, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.6095, top1_acc: 0.3563, top5_acc: 0.6258, loss_cls: 2.8481, loss: 4.4576, grad_norm: 6.6129 2021-07-03 07:12:21,829 - mmaction - INFO - Epoch [8][2560/3757] lr: 1.000e-02, eta: 6 days, 15:26:21, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.6070, top1_acc: 0.3812, top5_acc: 0.6133, loss_cls: 2.8917, loss: 4.4987, grad_norm: 6.6258 2021-07-03 07:12:43,076 - mmaction - INFO - Epoch [8][2580/3757] lr: 1.000e-02, eta: 6 days, 15:25:54, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.6005, top1_acc: 0.3586, top5_acc: 0.6164, loss_cls: 2.8619, loss: 4.4624, grad_norm: 6.5703 2021-07-03 07:13:04,252 - mmaction - INFO - Epoch [8][2600/3757] lr: 1.000e-02, eta: 6 days, 15:25:28, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5683, top1_acc: 0.3961, top5_acc: 0.6398, loss_cls: 2.7434, loss: 4.3118, grad_norm: 6.3552 2021-07-03 07:13:25,204 - mmaction - INFO - Epoch [8][2620/3757] lr: 1.000e-02, eta: 6 days, 15:24:57, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.5617, top1_acc: 0.3945, top5_acc: 0.6594, loss_cls: 2.7033, loss: 4.2650, grad_norm: 6.4849 2021-07-03 07:13:46,695 - mmaction - INFO - Epoch [8][2640/3757] lr: 1.000e-02, eta: 6 days, 15:24:36, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.5658, top1_acc: 0.3820, top5_acc: 0.6453, loss_cls: 2.8007, loss: 4.3665, grad_norm: 6.5398 2021-07-03 07:14:07,896 - mmaction - INFO - Epoch [8][2660/3757] lr: 1.000e-02, eta: 6 days, 15:24:09, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.5729, top1_acc: 0.3852, top5_acc: 0.6344, loss_cls: 2.7979, loss: 4.3707, grad_norm: 6.5825 2021-07-03 07:14:28,933 - mmaction - INFO - Epoch [8][2680/3757] lr: 1.000e-02, eta: 6 days, 15:23:40, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.5893, top1_acc: 0.3945, top5_acc: 0.6289, loss_cls: 2.8130, loss: 4.4023, grad_norm: 6.3939 2021-07-03 07:14:50,370 - mmaction - INFO - Epoch [8][2700/3757] lr: 1.000e-02, eta: 6 days, 15:23:18, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.5354, top1_acc: 0.3797, top5_acc: 0.6359, loss_cls: 2.7115, loss: 4.2468, grad_norm: 6.3842 2021-07-03 07:15:11,259 - mmaction - INFO - Epoch [8][2720/3757] lr: 1.000e-02, eta: 6 days, 15:22:45, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.5831, top1_acc: 0.3789, top5_acc: 0.6094, loss_cls: 2.8279, loss: 4.4110, grad_norm: 6.5278 2021-07-03 07:15:32,306 - mmaction - INFO - Epoch [8][2740/3757] lr: 1.000e-02, eta: 6 days, 15:22:16, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.5492, top1_acc: 0.3711, top5_acc: 0.6461, loss_cls: 2.7883, loss: 4.3375, grad_norm: 6.4192 2021-07-03 07:15:53,447 - mmaction - INFO - Epoch [8][2760/3757] lr: 1.000e-02, eta: 6 days, 15:21:49, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.5919, top1_acc: 0.3875, top5_acc: 0.6375, loss_cls: 2.8105, loss: 4.4025, grad_norm: 6.5216 2021-07-03 07:16:14,666 - mmaction - INFO - Epoch [8][2780/3757] lr: 1.000e-02, eta: 6 days, 15:21:23, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.5695, top1_acc: 0.3609, top5_acc: 0.6453, loss_cls: 2.7880, loss: 4.3574, grad_norm: 6.5397 2021-07-03 07:16:35,772 - mmaction - INFO - Epoch [8][2800/3757] lr: 1.000e-02, eta: 6 days, 15:20:55, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.5667, top1_acc: 0.3852, top5_acc: 0.6219, loss_cls: 2.8030, loss: 4.3697, grad_norm: 6.3950 2021-07-03 07:16:56,859 - mmaction - INFO - Epoch [8][2820/3757] lr: 1.000e-02, eta: 6 days, 15:20:26, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.5638, top1_acc: 0.3906, top5_acc: 0.6266, loss_cls: 2.7808, loss: 4.3445, grad_norm: 6.2501 2021-07-03 07:17:17,889 - mmaction - INFO - Epoch [8][2840/3757] lr: 1.000e-02, eta: 6 days, 15:19:57, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.6389, top1_acc: 0.3492, top5_acc: 0.5977, loss_cls: 2.9343, loss: 4.5732, grad_norm: 6.3804 2021-07-03 07:17:39,964 - mmaction - INFO - Epoch [8][2860/3757] lr: 1.000e-02, eta: 6 days, 15:19:47, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.5708, top1_acc: 0.3633, top5_acc: 0.6102, loss_cls: 2.8431, loss: 4.4139, grad_norm: 6.2997 2021-07-03 07:18:01,263 - mmaction - INFO - Epoch [8][2880/3757] lr: 1.000e-02, eta: 6 days, 15:19:22, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.5608, top1_acc: 0.3906, top5_acc: 0.6344, loss_cls: 2.7782, loss: 4.3390, grad_norm: 6.3926 2021-07-03 07:18:22,472 - mmaction - INFO - Epoch [8][2900/3757] lr: 1.000e-02, eta: 6 days, 15:18:56, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.5573, top1_acc: 0.3906, top5_acc: 0.6289, loss_cls: 2.7716, loss: 4.3289, grad_norm: 6.4032 2021-07-03 07:18:43,390 - mmaction - INFO - Epoch [8][2920/3757] lr: 1.000e-02, eta: 6 days, 15:18:24, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.5757, top1_acc: 0.3953, top5_acc: 0.6328, loss_cls: 2.8077, loss: 4.3834, grad_norm: 6.3531 2021-07-03 07:19:05,569 - mmaction - INFO - Epoch [8][2940/3757] lr: 1.000e-02, eta: 6 days, 15:18:16, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.5737, top1_acc: 0.3922, top5_acc: 0.6344, loss_cls: 2.8004, loss: 4.3742, grad_norm: 6.3761 2021-07-03 07:19:26,525 - mmaction - INFO - Epoch [8][2960/3757] lr: 1.000e-02, eta: 6 days, 15:17:45, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.5822, top1_acc: 0.3937, top5_acc: 0.6336, loss_cls: 2.8163, loss: 4.3985, grad_norm: 6.5145 2021-07-03 07:19:47,601 - mmaction - INFO - Epoch [8][2980/3757] lr: 1.000e-02, eta: 6 days, 15:17:17, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.5840, top1_acc: 0.3875, top5_acc: 0.6273, loss_cls: 2.7892, loss: 4.3732, grad_norm: 6.4949 2021-07-03 07:20:08,656 - mmaction - INFO - Epoch [8][3000/3757] lr: 1.000e-02, eta: 6 days, 15:16:47, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.6749, top1_acc: 0.3453, top5_acc: 0.6023, loss_cls: 2.9635, loss: 4.6384, grad_norm: 6.6976 2021-07-03 07:20:29,608 - mmaction - INFO - Epoch [8][3020/3757] lr: 1.000e-02, eta: 6 days, 15:16:17, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.5802, top1_acc: 0.3836, top5_acc: 0.6438, loss_cls: 2.8333, loss: 4.4135, grad_norm: 6.3891 2021-07-03 07:20:51,988 - mmaction - INFO - Epoch [8][3040/3757] lr: 1.000e-02, eta: 6 days, 15:16:12, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 1.5493, top1_acc: 0.3828, top5_acc: 0.6414, loss_cls: 2.7284, loss: 4.2778, grad_norm: 6.3629 2021-07-03 07:21:13,037 - mmaction - INFO - Epoch [8][3060/3757] lr: 1.000e-02, eta: 6 days, 15:15:42, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.5976, top1_acc: 0.3523, top5_acc: 0.6234, loss_cls: 2.8131, loss: 4.4107, grad_norm: 6.4896 2021-07-03 07:21:34,243 - mmaction - INFO - Epoch [8][3080/3757] lr: 1.000e-02, eta: 6 days, 15:15:16, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.5324, top1_acc: 0.3859, top5_acc: 0.6375, loss_cls: 2.7374, loss: 4.2698, grad_norm: 6.4205 2021-07-03 07:21:55,092 - mmaction - INFO - Epoch [8][3100/3757] lr: 1.000e-02, eta: 6 days, 15:14:44, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.6067, top1_acc: 0.3812, top5_acc: 0.6117, loss_cls: 2.8682, loss: 4.4749, grad_norm: 6.4238 2021-07-03 07:22:16,439 - mmaction - INFO - Epoch [8][3120/3757] lr: 1.000e-02, eta: 6 days, 15:14:20, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.5554, top1_acc: 0.4055, top5_acc: 0.6516, loss_cls: 2.7415, loss: 4.2969, grad_norm: 6.4568 2021-07-03 07:22:37,455 - mmaction - INFO - Epoch [8][3140/3757] lr: 1.000e-02, eta: 6 days, 15:13:51, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.5549, top1_acc: 0.3812, top5_acc: 0.6289, loss_cls: 2.7793, loss: 4.3342, grad_norm: 6.3237 2021-07-03 07:22:58,646 - mmaction - INFO - Epoch [8][3160/3757] lr: 1.000e-02, eta: 6 days, 15:13:24, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.6075, top1_acc: 0.3680, top5_acc: 0.6164, loss_cls: 2.8549, loss: 4.4624, grad_norm: 6.4515 2021-07-03 07:23:19,939 - mmaction - INFO - Epoch [8][3180/3757] lr: 1.000e-02, eta: 6 days, 15:12:59, time: 1.064, data_time: 0.020, memory: 6921, loss_aux: 1.5406, top1_acc: 0.4047, top5_acc: 0.6438, loss_cls: 2.7119, loss: 4.2525, grad_norm: 6.3130 2021-07-03 07:23:41,093 - mmaction - INFO - Epoch [8][3200/3757] lr: 1.000e-02, eta: 6 days, 15:12:33, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.5758, top1_acc: 0.4078, top5_acc: 0.6406, loss_cls: 2.7775, loss: 4.3533, grad_norm: 6.5833 2021-07-03 07:24:02,710 - mmaction - INFO - Epoch [8][3220/3757] lr: 1.000e-02, eta: 6 days, 15:12:14, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.5801, top1_acc: 0.3812, top5_acc: 0.6227, loss_cls: 2.7857, loss: 4.3659, grad_norm: 6.5184 2021-07-03 07:24:24,921 - mmaction - INFO - Epoch [8][3240/3757] lr: 1.000e-02, eta: 6 days, 15:12:06, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 1.5585, top1_acc: 0.4180, top5_acc: 0.6477, loss_cls: 2.6941, loss: 4.2526, grad_norm: 6.3032 2021-07-03 07:24:45,881 - mmaction - INFO - Epoch [8][3260/3757] lr: 1.000e-02, eta: 6 days, 15:11:35, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.5462, top1_acc: 0.3883, top5_acc: 0.6266, loss_cls: 2.7448, loss: 4.2910, grad_norm: 6.4857 2021-07-03 07:25:06,897 - mmaction - INFO - Epoch [8][3280/3757] lr: 1.000e-02, eta: 6 days, 15:11:05, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.5716, top1_acc: 0.3898, top5_acc: 0.6367, loss_cls: 2.7620, loss: 4.3337, grad_norm: 6.2335 2021-07-03 07:25:27,867 - mmaction - INFO - Epoch [8][3300/3757] lr: 1.000e-02, eta: 6 days, 15:10:35, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.5613, top1_acc: 0.4109, top5_acc: 0.6211, loss_cls: 2.7990, loss: 4.3604, grad_norm: 6.4228 2021-07-03 07:25:50,403 - mmaction - INFO - Epoch [8][3320/3757] lr: 1.000e-02, eta: 6 days, 15:10:34, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 1.5226, top1_acc: 0.4047, top5_acc: 0.6562, loss_cls: 2.6607, loss: 4.1833, grad_norm: 6.3060 2021-07-03 07:26:11,381 - mmaction - INFO - Epoch [8][3340/3757] lr: 1.000e-02, eta: 6 days, 15:10:03, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.5528, top1_acc: 0.3961, top5_acc: 0.6406, loss_cls: 2.7363, loss: 4.2891, grad_norm: 6.3022 2021-07-03 07:26:32,335 - mmaction - INFO - Epoch [8][3360/3757] lr: 1.000e-02, eta: 6 days, 15:09:32, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.5418, top1_acc: 0.3758, top5_acc: 0.6531, loss_cls: 2.7590, loss: 4.3008, grad_norm: 6.5643 2021-07-03 07:26:53,236 - mmaction - INFO - Epoch [8][3380/3757] lr: 1.000e-02, eta: 6 days, 15:09:00, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.5667, top1_acc: 0.3875, top5_acc: 0.6367, loss_cls: 2.7623, loss: 4.3290, grad_norm: 6.4435 2021-07-03 07:27:14,648 - mmaction - INFO - Epoch [8][3400/3757] lr: 1.000e-02, eta: 6 days, 15:08:38, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.5700, top1_acc: 0.3828, top5_acc: 0.6297, loss_cls: 2.7892, loss: 4.3591, grad_norm: 6.4333 2021-07-03 07:27:36,378 - mmaction - INFO - Epoch [8][3420/3757] lr: 1.000e-02, eta: 6 days, 15:08:21, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.5646, top1_acc: 0.3797, top5_acc: 0.6328, loss_cls: 2.7865, loss: 4.3511, grad_norm: 6.4924 2021-07-03 07:27:57,484 - mmaction - INFO - Epoch [8][3440/3757] lr: 1.000e-02, eta: 6 days, 15:07:54, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.5614, top1_acc: 0.3727, top5_acc: 0.6297, loss_cls: 2.8135, loss: 4.3748, grad_norm: 6.4411 2021-07-03 07:28:18,687 - mmaction - INFO - Epoch [8][3460/3757] lr: 1.000e-02, eta: 6 days, 15:07:27, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.5315, top1_acc: 0.3867, top5_acc: 0.6555, loss_cls: 2.6998, loss: 4.2313, grad_norm: 6.3920 2021-07-03 07:28:39,906 - mmaction - INFO - Epoch [8][3480/3757] lr: 1.000e-02, eta: 6 days, 15:07:01, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.5442, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7654, loss: 4.3096, grad_norm: 6.3572 2021-07-03 07:29:00,898 - mmaction - INFO - Epoch [8][3500/3757] lr: 1.000e-02, eta: 6 days, 15:06:32, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.5507, top1_acc: 0.3867, top5_acc: 0.6219, loss_cls: 2.7629, loss: 4.3136, grad_norm: 6.3434 2021-07-03 07:29:22,928 - mmaction - INFO - Epoch [8][3520/3757] lr: 1.000e-02, eta: 6 days, 15:06:20, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.5555, top1_acc: 0.3883, top5_acc: 0.6305, loss_cls: 2.7619, loss: 4.3173, grad_norm: 6.3988 2021-07-03 07:29:44,060 - mmaction - INFO - Epoch [8][3540/3757] lr: 1.000e-02, eta: 6 days, 15:05:52, time: 1.056, data_time: 0.010, memory: 6921, loss_aux: 1.5681, top1_acc: 0.4016, top5_acc: 0.6422, loss_cls: 2.7865, loss: 4.3547, grad_norm: 6.4381 2021-07-03 07:30:05,195 - mmaction - INFO - Epoch [8][3560/3757] lr: 1.000e-02, eta: 6 days, 15:05:26, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.5498, top1_acc: 0.3805, top5_acc: 0.6352, loss_cls: 2.7790, loss: 4.3288, grad_norm: 6.5008 2021-07-03 07:30:26,738 - mmaction - INFO - Epoch [8][3580/3757] lr: 1.000e-02, eta: 6 days, 15:05:06, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.5366, top1_acc: 0.3945, top5_acc: 0.6461, loss_cls: 2.7044, loss: 4.2410, grad_norm: 6.2914 2021-07-03 07:30:47,899 - mmaction - INFO - Epoch [8][3600/3757] lr: 1.000e-02, eta: 6 days, 15:04:39, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.5770, top1_acc: 0.3859, top5_acc: 0.6195, loss_cls: 2.8566, loss: 4.4336, grad_norm: 6.5991 2021-07-03 07:31:09,034 - mmaction - INFO - Epoch [8][3620/3757] lr: 1.000e-02, eta: 6 days, 15:04:11, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.5899, top1_acc: 0.3781, top5_acc: 0.6320, loss_cls: 2.8364, loss: 4.4264, grad_norm: 6.4307 2021-07-03 07:31:30,364 - mmaction - INFO - Epoch [8][3640/3757] lr: 1.000e-02, eta: 6 days, 15:03:48, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.6080, top1_acc: 0.3734, top5_acc: 0.6242, loss_cls: 2.8361, loss: 4.4441, grad_norm: 6.6147 2021-07-03 07:31:51,436 - mmaction - INFO - Epoch [8][3660/3757] lr: 1.000e-02, eta: 6 days, 15:03:20, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.5920, top1_acc: 0.3789, top5_acc: 0.6367, loss_cls: 2.8438, loss: 4.4358, grad_norm: 6.3288 2021-07-03 07:32:12,480 - mmaction - INFO - Epoch [8][3680/3757] lr: 1.000e-02, eta: 6 days, 15:02:50, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.5431, top1_acc: 0.3883, top5_acc: 0.6578, loss_cls: 2.7530, loss: 4.2962, grad_norm: 6.3860 2021-07-03 07:32:33,537 - mmaction - INFO - Epoch [8][3700/3757] lr: 1.000e-02, eta: 6 days, 15:02:22, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.5119, top1_acc: 0.4023, top5_acc: 0.6375, loss_cls: 2.6846, loss: 4.1965, grad_norm: 6.1786 2021-07-03 07:32:55,339 - mmaction - INFO - Epoch [8][3720/3757] lr: 1.000e-02, eta: 6 days, 15:02:06, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.5680, top1_acc: 0.3961, top5_acc: 0.6445, loss_cls: 2.7868, loss: 4.3548, grad_norm: 6.5992 2021-07-03 07:33:16,338 - mmaction - INFO - Epoch [8][3740/3757] lr: 1.000e-02, eta: 6 days, 15:01:36, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.5975, top1_acc: 0.3672, top5_acc: 0.6320, loss_cls: 2.8405, loss: 4.4379, grad_norm: 6.5607 2021-07-03 07:33:34,493 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-07-03 07:34:37,390 - mmaction - INFO - Epoch [9][20/3757] lr: 1.000e-02, eta: 6 days, 15:07:20, time: 3.068, data_time: 2.045, memory: 6921, loss_aux: 1.5363, top1_acc: 0.4008, top5_acc: 0.6648, loss_cls: 2.6440, loss: 4.1804, grad_norm: 6.5540 2021-07-03 07:34:58,404 - mmaction - INFO - Epoch [9][40/3757] lr: 1.000e-02, eta: 6 days, 15:06:50, time: 1.048, data_time: 0.020, memory: 6921, loss_aux: 1.5715, top1_acc: 0.3922, top5_acc: 0.6312, loss_cls: 2.7739, loss: 4.3455, grad_norm: 6.6049 2021-07-03 07:35:19,829 - mmaction - INFO - Epoch [9][60/3757] lr: 1.000e-02, eta: 6 days, 15:06:27, time: 1.072, data_time: 0.033, memory: 6921, loss_aux: 1.5643, top1_acc: 0.4016, top5_acc: 0.6398, loss_cls: 2.7255, loss: 4.2898, grad_norm: 6.2966 2021-07-03 07:35:40,887 - mmaction - INFO - Epoch [9][80/3757] lr: 1.000e-02, eta: 6 days, 15:05:59, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.5161, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6812, loss: 4.1973, grad_norm: 6.3415 2021-07-03 07:36:01,949 - mmaction - INFO - Epoch [9][100/3757] lr: 1.000e-02, eta: 6 days, 15:05:30, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.5875, top1_acc: 0.3703, top5_acc: 0.6258, loss_cls: 2.8048, loss: 4.3923, grad_norm: 6.3679 2021-07-03 07:36:23,345 - mmaction - INFO - Epoch [9][120/3757] lr: 1.000e-02, eta: 6 days, 15:05:07, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.5363, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.7498, loss: 4.2861, grad_norm: 6.3545 2021-07-03 07:36:44,776 - mmaction - INFO - Epoch [9][140/3757] lr: 1.000e-02, eta: 6 days, 15:04:45, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.5207, top1_acc: 0.3906, top5_acc: 0.6531, loss_cls: 2.7058, loss: 4.2265, grad_norm: 6.4666 2021-07-03 07:37:05,904 - mmaction - INFO - Epoch [9][160/3757] lr: 1.000e-02, eta: 6 days, 15:04:18, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.5649, top1_acc: 0.3789, top5_acc: 0.6078, loss_cls: 2.7845, loss: 4.3493, grad_norm: 6.5370 2021-07-03 07:37:27,179 - mmaction - INFO - Epoch [9][180/3757] lr: 1.000e-02, eta: 6 days, 15:03:52, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.6229, top1_acc: 0.3609, top5_acc: 0.6188, loss_cls: 2.9006, loss: 4.5236, grad_norm: 6.5513 2021-07-03 07:37:48,104 - mmaction - INFO - Epoch [9][200/3757] lr: 1.000e-02, eta: 6 days, 15:03:21, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.5370, top1_acc: 0.3992, top5_acc: 0.6453, loss_cls: 2.7396, loss: 4.2766, grad_norm: 6.1650 2021-07-03 07:38:09,370 - mmaction - INFO - Epoch [9][220/3757] lr: 1.000e-02, eta: 6 days, 15:02:57, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.5109, top1_acc: 0.4055, top5_acc: 0.6641, loss_cls: 2.6203, loss: 4.1312, grad_norm: 6.1802 2021-07-03 07:38:30,512 - mmaction - INFO - Epoch [9][240/3757] lr: 1.000e-02, eta: 6 days, 15:02:29, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.5497, top1_acc: 0.4000, top5_acc: 0.6445, loss_cls: 2.7063, loss: 4.2560, grad_norm: 6.3214 2021-07-03 07:38:52,010 - mmaction - INFO - Epoch [9][260/3757] lr: 1.000e-02, eta: 6 days, 15:02:08, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.5794, top1_acc: 0.3695, top5_acc: 0.6508, loss_cls: 2.7396, loss: 4.3190, grad_norm: 6.4063 2021-07-03 07:39:13,051 - mmaction - INFO - Epoch [9][280/3757] lr: 1.000e-02, eta: 6 days, 15:01:39, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.5367, top1_acc: 0.4078, top5_acc: 0.6516, loss_cls: 2.7076, loss: 4.2444, grad_norm: 6.5432 2021-07-03 07:39:34,199 - mmaction - INFO - Epoch [9][300/3757] lr: 1.000e-02, eta: 6 days, 15:01:12, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.5073, top1_acc: 0.3883, top5_acc: 0.6547, loss_cls: 2.6528, loss: 4.1601, grad_norm: 6.4488 2021-07-03 07:39:55,400 - mmaction - INFO - Epoch [9][320/3757] lr: 1.000e-02, eta: 6 days, 15:00:45, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5630, top1_acc: 0.3781, top5_acc: 0.6375, loss_cls: 2.7717, loss: 4.3347, grad_norm: 6.4544 2021-07-03 07:40:16,517 - mmaction - INFO - Epoch [9][340/3757] lr: 1.000e-02, eta: 6 days, 15:00:17, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.5505, top1_acc: 0.4008, top5_acc: 0.6344, loss_cls: 2.7463, loss: 4.2969, grad_norm: 6.4582 2021-07-03 07:40:37,540 - mmaction - INFO - Epoch [9][360/3757] lr: 1.000e-02, eta: 6 days, 14:59:48, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.5747, top1_acc: 0.3883, top5_acc: 0.6375, loss_cls: 2.7823, loss: 4.3569, grad_norm: 6.3537 2021-07-03 07:40:58,653 - mmaction - INFO - Epoch [9][380/3757] lr: 1.000e-02, eta: 6 days, 14:59:21, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.5493, top1_acc: 0.4102, top5_acc: 0.6477, loss_cls: 2.6937, loss: 4.2430, grad_norm: 6.3693 2021-07-03 07:41:19,723 - mmaction - INFO - Epoch [9][400/3757] lr: 1.000e-02, eta: 6 days, 14:58:52, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.5438, top1_acc: 0.3805, top5_acc: 0.6289, loss_cls: 2.7672, loss: 4.3110, grad_norm: 6.3910 2021-07-03 07:41:41,125 - mmaction - INFO - Epoch [9][420/3757] lr: 1.000e-02, eta: 6 days, 14:58:29, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.5070, top1_acc: 0.4070, top5_acc: 0.6687, loss_cls: 2.6123, loss: 4.1194, grad_norm: 6.4453 2021-07-03 07:42:02,614 - mmaction - INFO - Epoch [9][440/3757] lr: 1.000e-02, eta: 6 days, 14:58:08, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.5722, top1_acc: 0.3570, top5_acc: 0.6305, loss_cls: 2.8020, loss: 4.3742, grad_norm: 6.5392 2021-07-03 07:42:23,884 - mmaction - INFO - Epoch [9][460/3757] lr: 1.000e-02, eta: 6 days, 14:57:43, time: 1.063, data_time: 0.029, memory: 6921, loss_aux: 1.5385, top1_acc: 0.3984, top5_acc: 0.6453, loss_cls: 2.7023, loss: 4.2408, grad_norm: 6.2735 2021-07-03 07:42:44,729 - mmaction - INFO - Epoch [9][480/3757] lr: 1.000e-02, eta: 6 days, 14:57:11, time: 1.042, data_time: 0.011, memory: 6921, loss_aux: 1.5306, top1_acc: 0.3984, top5_acc: 0.6422, loss_cls: 2.7143, loss: 4.2450, grad_norm: 6.4059 2021-07-03 07:43:06,276 - mmaction - INFO - Epoch [9][500/3757] lr: 1.000e-02, eta: 6 days, 14:56:50, time: 1.077, data_time: 0.040, memory: 6921, loss_aux: 1.5819, top1_acc: 0.3781, top5_acc: 0.6172, loss_cls: 2.8358, loss: 4.4176, grad_norm: 6.4139 2021-07-03 07:43:27,497 - mmaction - INFO - Epoch [9][520/3757] lr: 1.000e-02, eta: 6 days, 14:56:24, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.5465, top1_acc: 0.3984, top5_acc: 0.6336, loss_cls: 2.7609, loss: 4.3074, grad_norm: 6.3183 2021-07-03 07:43:48,453 - mmaction - INFO - Epoch [9][540/3757] lr: 1.000e-02, eta: 6 days, 14:55:54, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.5058, top1_acc: 0.4133, top5_acc: 0.6562, loss_cls: 2.6259, loss: 4.1316, grad_norm: 6.3255 2021-07-03 07:44:09,357 - mmaction - INFO - Epoch [9][560/3757] lr: 1.000e-02, eta: 6 days, 14:55:23, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.5600, top1_acc: 0.3781, top5_acc: 0.6273, loss_cls: 2.7996, loss: 4.3596, grad_norm: 6.5069 2021-07-03 07:44:30,574 - mmaction - INFO - Epoch [9][580/3757] lr: 1.000e-02, eta: 6 days, 14:54:56, time: 1.060, data_time: 0.007, memory: 6921, loss_aux: 1.5711, top1_acc: 0.3914, top5_acc: 0.6516, loss_cls: 2.7626, loss: 4.3337, grad_norm: 6.4198 2021-07-03 07:44:52,020 - mmaction - INFO - Epoch [9][600/3757] lr: 1.000e-02, eta: 6 days, 14:54:35, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.5408, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6918, loss: 4.2326, grad_norm: 6.3170 2021-07-03 07:45:13,113 - mmaction - INFO - Epoch [9][620/3757] lr: 1.000e-02, eta: 6 days, 14:54:07, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.5687, top1_acc: 0.4062, top5_acc: 0.6266, loss_cls: 2.7748, loss: 4.3435, grad_norm: 6.3560 2021-07-03 07:45:34,438 - mmaction - INFO - Epoch [9][640/3757] lr: 1.000e-02, eta: 6 days, 14:53:43, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.5365, top1_acc: 0.3883, top5_acc: 0.6609, loss_cls: 2.7067, loss: 4.2432, grad_norm: 6.5239 2021-07-03 07:45:55,806 - mmaction - INFO - Epoch [9][660/3757] lr: 1.000e-02, eta: 6 days, 14:53:19, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.5785, top1_acc: 0.3891, top5_acc: 0.6266, loss_cls: 2.7651, loss: 4.3436, grad_norm: 6.3682 2021-07-03 07:46:17,467 - mmaction - INFO - Epoch [9][680/3757] lr: 1.000e-02, eta: 6 days, 14:53:02, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.5795, top1_acc: 0.3828, top5_acc: 0.6297, loss_cls: 2.7688, loss: 4.3483, grad_norm: 6.4983 2021-07-03 07:46:38,293 - mmaction - INFO - Epoch [9][700/3757] lr: 1.000e-02, eta: 6 days, 14:52:29, time: 1.041, data_time: 0.001, memory: 6921, loss_aux: 1.5855, top1_acc: 0.3859, top5_acc: 0.6148, loss_cls: 2.8201, loss: 4.4056, grad_norm: 6.4381 2021-07-03 07:46:59,825 - mmaction - INFO - Epoch [9][720/3757] lr: 1.000e-02, eta: 6 days, 14:52:08, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 1.5610, top1_acc: 0.3852, top5_acc: 0.6367, loss_cls: 2.7969, loss: 4.3579, grad_norm: 6.3520 2021-07-03 07:47:21,091 - mmaction - INFO - Epoch [9][740/3757] lr: 1.000e-02, eta: 6 days, 14:51:43, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.5659, top1_acc: 0.4031, top5_acc: 0.6352, loss_cls: 2.7810, loss: 4.3469, grad_norm: 6.4175 2021-07-03 07:47:42,978 - mmaction - INFO - Epoch [9][760/3757] lr: 1.000e-02, eta: 6 days, 14:51:29, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.5592, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.7980, loss: 4.3572, grad_norm: 6.4426 2021-07-03 07:48:03,941 - mmaction - INFO - Epoch [9][780/3757] lr: 1.000e-02, eta: 6 days, 14:50:59, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.5436, top1_acc: 0.4070, top5_acc: 0.6516, loss_cls: 2.7016, loss: 4.2452, grad_norm: 6.3703 2021-07-03 07:48:25,018 - mmaction - INFO - Epoch [9][800/3757] lr: 1.000e-02, eta: 6 days, 14:50:31, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.5413, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.7172, loss: 4.2585, grad_norm: 6.3346 2021-07-03 07:48:46,485 - mmaction - INFO - Epoch [9][820/3757] lr: 1.000e-02, eta: 6 days, 14:50:09, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.6018, top1_acc: 0.3773, top5_acc: 0.6164, loss_cls: 2.8520, loss: 4.4538, grad_norm: 6.6970 2021-07-03 07:49:08,215 - mmaction - INFO - Epoch [9][840/3757] lr: 1.000e-02, eta: 6 days, 14:49:52, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.5435, top1_acc: 0.4055, top5_acc: 0.6430, loss_cls: 2.6783, loss: 4.2219, grad_norm: 6.3398 2021-07-03 07:49:29,237 - mmaction - INFO - Epoch [9][860/3757] lr: 1.000e-02, eta: 6 days, 14:49:23, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.5565, top1_acc: 0.3812, top5_acc: 0.6438, loss_cls: 2.7552, loss: 4.3117, grad_norm: 6.3469 2021-07-03 07:49:50,231 - mmaction - INFO - Epoch [9][880/3757] lr: 1.000e-02, eta: 6 days, 14:48:53, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.5606, top1_acc: 0.3797, top5_acc: 0.6516, loss_cls: 2.7267, loss: 4.2873, grad_norm: 6.5039 2021-07-03 07:50:11,229 - mmaction - INFO - Epoch [9][900/3757] lr: 1.000e-02, eta: 6 days, 14:48:24, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.5611, top1_acc: 0.3906, top5_acc: 0.6430, loss_cls: 2.7692, loss: 4.3303, grad_norm: 6.4038 2021-07-03 07:50:32,929 - mmaction - INFO - Epoch [9][920/3757] lr: 1.000e-02, eta: 6 days, 14:48:06, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 1.5089, top1_acc: 0.4102, top5_acc: 0.6586, loss_cls: 2.6015, loss: 4.1104, grad_norm: 6.4079 2021-07-03 07:50:54,495 - mmaction - INFO - Epoch [9][940/3757] lr: 1.000e-02, eta: 6 days, 14:47:46, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.5707, top1_acc: 0.3945, top5_acc: 0.6273, loss_cls: 2.8015, loss: 4.3722, grad_norm: 6.6012 2021-07-03 07:51:15,495 - mmaction - INFO - Epoch [9][960/3757] lr: 1.000e-02, eta: 6 days, 14:47:17, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.5711, top1_acc: 0.3875, top5_acc: 0.6320, loss_cls: 2.7938, loss: 4.3649, grad_norm: 6.4616 2021-07-03 07:51:36,862 - mmaction - INFO - Epoch [9][980/3757] lr: 1.000e-02, eta: 6 days, 14:46:54, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.5473, top1_acc: 0.4055, top5_acc: 0.6398, loss_cls: 2.7606, loss: 4.3079, grad_norm: 6.4047 2021-07-03 07:51:58,017 - mmaction - INFO - Epoch [9][1000/3757] lr: 1.000e-02, eta: 6 days, 14:46:26, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.5906, top1_acc: 0.3797, top5_acc: 0.6281, loss_cls: 2.7921, loss: 4.3827, grad_norm: 6.4337 2021-07-03 07:52:19,312 - mmaction - INFO - Epoch [9][1020/3757] lr: 1.000e-02, eta: 6 days, 14:46:02, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.5716, top1_acc: 0.3961, top5_acc: 0.6211, loss_cls: 2.8111, loss: 4.3827, grad_norm: 6.4164 2021-07-03 07:52:41,106 - mmaction - INFO - Epoch [9][1040/3757] lr: 1.000e-02, eta: 6 days, 14:45:46, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.5433, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.7263, loss: 4.2695, grad_norm: 6.2255 2021-07-03 07:53:02,452 - mmaction - INFO - Epoch [9][1060/3757] lr: 1.000e-02, eta: 6 days, 14:45:23, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.5565, top1_acc: 0.3945, top5_acc: 0.6453, loss_cls: 2.6839, loss: 4.2404, grad_norm: 6.2162 2021-07-03 07:53:23,962 - mmaction - INFO - Epoch [9][1080/3757] lr: 1.000e-02, eta: 6 days, 14:45:02, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.6077, top1_acc: 0.3992, top5_acc: 0.6273, loss_cls: 2.7956, loss: 4.4033, grad_norm: 6.3426 2021-07-03 07:53:45,052 - mmaction - INFO - Epoch [9][1100/3757] lr: 1.000e-02, eta: 6 days, 14:44:34, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.5553, top1_acc: 0.3883, top5_acc: 0.6359, loss_cls: 2.7809, loss: 4.3362, grad_norm: 6.4457 2021-07-03 07:54:05,923 - mmaction - INFO - Epoch [9][1120/3757] lr: 1.000e-02, eta: 6 days, 14:44:03, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.5225, top1_acc: 0.3922, top5_acc: 0.6320, loss_cls: 2.6910, loss: 4.2135, grad_norm: 6.4828 2021-07-03 07:54:27,037 - mmaction - INFO - Epoch [9][1140/3757] lr: 1.000e-02, eta: 6 days, 14:43:35, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5276, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.6703, loss: 4.1979, grad_norm: 6.3709 2021-07-03 07:54:48,531 - mmaction - INFO - Epoch [9][1160/3757] lr: 1.000e-02, eta: 6 days, 14:43:14, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.5053, top1_acc: 0.4234, top5_acc: 0.6539, loss_cls: 2.6287, loss: 4.1340, grad_norm: 6.3882 2021-07-03 07:55:09,684 - mmaction - INFO - Epoch [9][1180/3757] lr: 1.000e-02, eta: 6 days, 14:42:47, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.5689, top1_acc: 0.4016, top5_acc: 0.6477, loss_cls: 2.7714, loss: 4.3403, grad_norm: 6.5169 2021-07-03 07:55:30,538 - mmaction - INFO - Epoch [9][1200/3757] lr: 1.000e-02, eta: 6 days, 14:42:15, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.5720, top1_acc: 0.3789, top5_acc: 0.6250, loss_cls: 2.8371, loss: 4.4091, grad_norm: 6.5033 2021-07-03 07:55:51,617 - mmaction - INFO - Epoch [9][1220/3757] lr: 1.000e-02, eta: 6 days, 14:41:47, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.6268, top1_acc: 0.3875, top5_acc: 0.6203, loss_cls: 2.8739, loss: 4.5007, grad_norm: 6.6100 2021-07-03 07:56:13,520 - mmaction - INFO - Epoch [9][1240/3757] lr: 1.000e-02, eta: 6 days, 14:41:33, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.5734, top1_acc: 0.3891, top5_acc: 0.6352, loss_cls: 2.7791, loss: 4.3525, grad_norm: 6.4516 2021-07-03 07:56:34,730 - mmaction - INFO - Epoch [9][1260/3757] lr: 1.000e-02, eta: 6 days, 14:41:07, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.5489, top1_acc: 0.3930, top5_acc: 0.6531, loss_cls: 2.7064, loss: 4.2553, grad_norm: 6.5433 2021-07-03 07:56:57,244 - mmaction - INFO - Epoch [9][1280/3757] lr: 1.000e-02, eta: 6 days, 14:41:03, time: 1.125, data_time: 0.004, memory: 6921, loss_aux: 1.5868, top1_acc: 0.3820, top5_acc: 0.6234, loss_cls: 2.8242, loss: 4.4111, grad_norm: 6.6710 2021-07-03 07:57:18,025 - mmaction - INFO - Epoch [9][1300/3757] lr: 1.000e-02, eta: 6 days, 14:40:31, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.5916, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8404, loss: 4.4320, grad_norm: 6.5459 2021-07-03 07:57:38,866 - mmaction - INFO - Epoch [9][1320/3757] lr: 1.000e-02, eta: 6 days, 14:39:59, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 1.5688, top1_acc: 0.3727, top5_acc: 0.6414, loss_cls: 2.7739, loss: 4.3426, grad_norm: 6.4111 2021-07-03 07:58:00,080 - mmaction - INFO - Epoch [9][1340/3757] lr: 1.000e-02, eta: 6 days, 14:39:33, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5498, top1_acc: 0.3969, top5_acc: 0.6266, loss_cls: 2.7458, loss: 4.2956, grad_norm: 6.3221 2021-07-03 07:58:22,296 - mmaction - INFO - Epoch [9][1360/3757] lr: 1.000e-02, eta: 6 days, 14:39:24, time: 1.111, data_time: 0.005, memory: 6921, loss_aux: 1.5763, top1_acc: 0.3914, top5_acc: 0.6242, loss_cls: 2.7850, loss: 4.3613, grad_norm: 6.5517 2021-07-03 07:58:43,152 - mmaction - INFO - Epoch [9][1380/3757] lr: 1.000e-02, eta: 6 days, 14:38:52, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.5652, top1_acc: 0.3914, top5_acc: 0.6414, loss_cls: 2.7513, loss: 4.3165, grad_norm: 6.3548 2021-07-03 07:59:04,241 - mmaction - INFO - Epoch [9][1400/3757] lr: 1.000e-02, eta: 6 days, 14:38:24, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5655, top1_acc: 0.4070, top5_acc: 0.6398, loss_cls: 2.7166, loss: 4.2821, grad_norm: 6.5202 2021-07-03 07:59:25,289 - mmaction - INFO - Epoch [9][1420/3757] lr: 1.000e-02, eta: 6 days, 14:37:55, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.5466, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.7274, loss: 4.2740, grad_norm: 6.5603 2021-07-03 07:59:46,710 - mmaction - INFO - Epoch [9][1440/3757] lr: 1.000e-02, eta: 6 days, 14:37:32, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.5309, top1_acc: 0.4078, top5_acc: 0.6453, loss_cls: 2.6845, loss: 4.2154, grad_norm: 6.3848 2021-07-03 08:00:07,864 - mmaction - INFO - Epoch [9][1460/3757] lr: 1.000e-02, eta: 6 days, 14:37:06, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.5834, top1_acc: 0.3820, top5_acc: 0.6266, loss_cls: 2.8246, loss: 4.4079, grad_norm: 6.3644 2021-07-03 08:00:28,934 - mmaction - INFO - Epoch [9][1480/3757] lr: 1.000e-02, eta: 6 days, 14:36:38, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.5877, top1_acc: 0.3719, top5_acc: 0.6242, loss_cls: 2.8242, loss: 4.4119, grad_norm: 6.4670 2021-07-03 08:00:50,088 - mmaction - INFO - Epoch [9][1500/3757] lr: 1.000e-02, eta: 6 days, 14:36:12, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.5254, top1_acc: 0.4141, top5_acc: 0.6625, loss_cls: 2.6350, loss: 4.1604, grad_norm: 6.3835 2021-07-03 08:01:11,133 - mmaction - INFO - Epoch [9][1520/3757] lr: 1.000e-02, eta: 6 days, 14:35:43, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.5487, top1_acc: 0.3797, top5_acc: 0.6195, loss_cls: 2.8091, loss: 4.3579, grad_norm: 6.5364 2021-07-03 08:01:32,176 - mmaction - INFO - Epoch [9][1540/3757] lr: 1.000e-02, eta: 6 days, 14:35:14, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.5944, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.8275, loss: 4.4219, grad_norm: 6.4429 2021-07-03 08:01:53,876 - mmaction - INFO - Epoch [9][1560/3757] lr: 1.000e-02, eta: 6 days, 14:34:56, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.5112, top1_acc: 0.4078, top5_acc: 0.6508, loss_cls: 2.6589, loss: 4.1701, grad_norm: 6.2713 2021-07-03 08:02:16,063 - mmaction - INFO - Epoch [9][1580/3757] lr: 1.000e-02, eta: 6 days, 14:34:48, time: 1.112, data_time: 0.006, memory: 6921, loss_aux: 1.5411, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.6634, loss: 4.2044, grad_norm: 6.4264 2021-07-03 08:02:37,360 - mmaction - INFO - Epoch [9][1600/3757] lr: 1.000e-02, eta: 6 days, 14:34:24, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.5553, top1_acc: 0.3977, top5_acc: 0.6289, loss_cls: 2.7490, loss: 4.3043, grad_norm: 6.3975 2021-07-03 08:02:58,495 - mmaction - INFO - Epoch [9][1620/3757] lr: 1.000e-02, eta: 6 days, 14:33:56, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.5624, top1_acc: 0.3922, top5_acc: 0.6289, loss_cls: 2.7764, loss: 4.3388, grad_norm: 6.3378 2021-07-03 08:03:19,564 - mmaction - INFO - Epoch [9][1640/3757] lr: 1.000e-02, eta: 6 days, 14:33:28, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.5110, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.6245, loss: 4.1354, grad_norm: 6.2928 2021-07-03 08:03:40,949 - mmaction - INFO - Epoch [9][1660/3757] lr: 1.000e-02, eta: 6 days, 14:33:06, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.5456, top1_acc: 0.3930, top5_acc: 0.6336, loss_cls: 2.7491, loss: 4.2947, grad_norm: 6.5643 2021-07-03 08:04:02,121 - mmaction - INFO - Epoch [9][1680/3757] lr: 1.000e-02, eta: 6 days, 14:32:39, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.5656, top1_acc: 0.3844, top5_acc: 0.6344, loss_cls: 2.7623, loss: 4.3278, grad_norm: 6.5523 2021-07-03 08:04:23,276 - mmaction - INFO - Epoch [9][1700/3757] lr: 1.000e-02, eta: 6 days, 14:32:12, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.5573, top1_acc: 0.3859, top5_acc: 0.6336, loss_cls: 2.7563, loss: 4.3136, grad_norm: 6.4273 2021-07-03 08:04:44,409 - mmaction - INFO - Epoch [9][1720/3757] lr: 1.000e-02, eta: 6 days, 14:31:45, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.5321, top1_acc: 0.4070, top5_acc: 0.6352, loss_cls: 2.7036, loss: 4.2357, grad_norm: 6.5046 2021-07-03 08:05:06,718 - mmaction - INFO - Epoch [9][1740/3757] lr: 1.000e-02, eta: 6 days, 14:31:38, time: 1.119, data_time: 0.005, memory: 6921, loss_aux: 1.5513, top1_acc: 0.3930, top5_acc: 0.6500, loss_cls: 2.7081, loss: 4.2593, grad_norm: 6.3770 2021-07-03 08:05:28,227 - mmaction - INFO - Epoch [9][1760/3757] lr: 1.000e-02, eta: 6 days, 14:31:18, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.5328, top1_acc: 0.3930, top5_acc: 0.6344, loss_cls: 2.7521, loss: 4.2848, grad_norm: 6.3233 2021-07-03 08:05:49,336 - mmaction - INFO - Epoch [9][1780/3757] lr: 1.000e-02, eta: 6 days, 14:30:50, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.5602, top1_acc: 0.3867, top5_acc: 0.6289, loss_cls: 2.7838, loss: 4.3439, grad_norm: 6.4159 2021-07-03 08:06:10,242 - mmaction - INFO - Epoch [9][1800/3757] lr: 1.000e-02, eta: 6 days, 14:30:19, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.5096, top1_acc: 0.4086, top5_acc: 0.6445, loss_cls: 2.6714, loss: 4.1810, grad_norm: 6.3742 2021-07-03 08:06:31,349 - mmaction - INFO - Epoch [9][1820/3757] lr: 1.000e-02, eta: 6 days, 14:29:52, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.5237, top1_acc: 0.3953, top5_acc: 0.6469, loss_cls: 2.7032, loss: 4.2269, grad_norm: 6.4155 2021-07-03 08:06:52,496 - mmaction - INFO - Epoch [9][1840/3757] lr: 1.000e-02, eta: 6 days, 14:29:25, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.5524, top1_acc: 0.4219, top5_acc: 0.6406, loss_cls: 2.7163, loss: 4.2688, grad_norm: 6.4528 2021-07-03 08:07:13,784 - mmaction - INFO - Epoch [9][1860/3757] lr: 1.000e-02, eta: 6 days, 14:29:01, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.5648, top1_acc: 0.4047, top5_acc: 0.6305, loss_cls: 2.7441, loss: 4.3089, grad_norm: 6.4613 2021-07-03 08:07:34,892 - mmaction - INFO - Epoch [9][1880/3757] lr: 1.000e-02, eta: 6 days, 14:28:33, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.5367, top1_acc: 0.4000, top5_acc: 0.6477, loss_cls: 2.6943, loss: 4.2310, grad_norm: 6.4404 2021-07-03 08:07:56,013 - mmaction - INFO - Epoch [9][1900/3757] lr: 1.000e-02, eta: 6 days, 14:28:06, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4923, top1_acc: 0.3977, top5_acc: 0.6586, loss_cls: 2.6661, loss: 4.1584, grad_norm: 6.3215 2021-07-03 08:08:16,904 - mmaction - INFO - Epoch [9][1920/3757] lr: 1.000e-02, eta: 6 days, 14:27:35, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.5745, top1_acc: 0.3883, top5_acc: 0.6422, loss_cls: 2.7560, loss: 4.3305, grad_norm: 6.3975 2021-07-03 08:08:38,086 - mmaction - INFO - Epoch [9][1940/3757] lr: 1.000e-02, eta: 6 days, 14:27:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.4775, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.5859, loss: 4.0634, grad_norm: 6.4648 2021-07-03 08:08:59,148 - mmaction - INFO - Epoch [9][1960/3757] lr: 1.000e-02, eta: 6 days, 14:26:41, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.5728, top1_acc: 0.3859, top5_acc: 0.6172, loss_cls: 2.8239, loss: 4.3966, grad_norm: 6.4017 2021-07-03 08:09:20,538 - mmaction - INFO - Epoch [9][1980/3757] lr: 1.000e-02, eta: 6 days, 14:26:18, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.5595, top1_acc: 0.3844, top5_acc: 0.6406, loss_cls: 2.7283, loss: 4.2877, grad_norm: 6.3843 2021-07-03 08:09:41,934 - mmaction - INFO - Epoch [9][2000/3757] lr: 1.000e-02, eta: 6 days, 14:25:55, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.5323, top1_acc: 0.3930, top5_acc: 0.6625, loss_cls: 2.7338, loss: 4.2661, grad_norm: 6.3819 2021-07-03 08:10:02,993 - mmaction - INFO - Epoch [9][2020/3757] lr: 1.000e-02, eta: 6 days, 14:25:27, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.5547, top1_acc: 0.3805, top5_acc: 0.6312, loss_cls: 2.8002, loss: 4.3549, grad_norm: 6.4391 2021-07-03 08:10:24,346 - mmaction - INFO - Epoch [9][2040/3757] lr: 1.000e-02, eta: 6 days, 14:25:04, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.5530, top1_acc: 0.3844, top5_acc: 0.6336, loss_cls: 2.7835, loss: 4.3365, grad_norm: 6.5173 2021-07-03 08:10:45,570 - mmaction - INFO - Epoch [9][2060/3757] lr: 1.000e-02, eta: 6 days, 14:24:39, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.5272, top1_acc: 0.3969, top5_acc: 0.6562, loss_cls: 2.6745, loss: 4.2017, grad_norm: 6.3607 2021-07-03 08:11:06,591 - mmaction - INFO - Epoch [9][2080/3757] lr: 1.000e-02, eta: 6 days, 14:24:10, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.5323, top1_acc: 0.4156, top5_acc: 0.6641, loss_cls: 2.6760, loss: 4.2083, grad_norm: 6.2790 2021-07-03 08:11:28,519 - mmaction - INFO - Epoch [9][2100/3757] lr: 1.000e-02, eta: 6 days, 14:23:56, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.4918, top1_acc: 0.4039, top5_acc: 0.6602, loss_cls: 2.6571, loss: 4.1489, grad_norm: 6.2026 2021-07-03 08:11:49,561 - mmaction - INFO - Epoch [9][2120/3757] lr: 1.000e-02, eta: 6 days, 14:23:28, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.4992, top1_acc: 0.4344, top5_acc: 0.6602, loss_cls: 2.5976, loss: 4.0968, grad_norm: 6.3057 2021-07-03 08:12:10,809 - mmaction - INFO - Epoch [9][2140/3757] lr: 1.000e-02, eta: 6 days, 14:23:03, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.5549, top1_acc: 0.3867, top5_acc: 0.6445, loss_cls: 2.7561, loss: 4.3110, grad_norm: 6.4991 2021-07-03 08:12:32,406 - mmaction - INFO - Epoch [9][2160/3757] lr: 1.000e-02, eta: 6 days, 14:22:43, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.5881, top1_acc: 0.3984, top5_acc: 0.6422, loss_cls: 2.7706, loss: 4.3587, grad_norm: 6.4304 2021-07-03 08:12:53,615 - mmaction - INFO - Epoch [9][2180/3757] lr: 1.000e-02, eta: 6 days, 14:22:17, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.5473, top1_acc: 0.3750, top5_acc: 0.6430, loss_cls: 2.7371, loss: 4.2845, grad_norm: 6.4157 2021-07-03 08:13:14,739 - mmaction - INFO - Epoch [9][2200/3757] lr: 1.000e-02, eta: 6 days, 14:21:51, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.6158, top1_acc: 0.3570, top5_acc: 0.6164, loss_cls: 2.9048, loss: 4.5206, grad_norm: 6.6618 2021-07-03 08:13:35,929 - mmaction - INFO - Epoch [9][2220/3757] lr: 1.000e-02, eta: 6 days, 14:21:24, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.5707, top1_acc: 0.3898, top5_acc: 0.6398, loss_cls: 2.7901, loss: 4.3608, grad_norm: 6.3695 2021-07-03 08:13:56,836 - mmaction - INFO - Epoch [9][2240/3757] lr: 1.000e-02, eta: 6 days, 14:20:55, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.5505, top1_acc: 0.4055, top5_acc: 0.6469, loss_cls: 2.7208, loss: 4.2714, grad_norm: 6.4264 2021-07-03 08:14:18,925 - mmaction - INFO - Epoch [9][2260/3757] lr: 1.000e-02, eta: 6 days, 14:20:43, time: 1.104, data_time: 0.006, memory: 6921, loss_aux: 1.6085, top1_acc: 0.3672, top5_acc: 0.6008, loss_cls: 2.9024, loss: 4.5109, grad_norm: 6.6802 2021-07-03 08:14:40,874 - mmaction - INFO - Epoch [9][2280/3757] lr: 1.000e-02, eta: 6 days, 14:20:30, time: 1.097, data_time: 0.044, memory: 6921, loss_aux: 1.5357, top1_acc: 0.3844, top5_acc: 0.6391, loss_cls: 2.7266, loss: 4.2623, grad_norm: 6.4322 2021-07-03 08:15:01,624 - mmaction - INFO - Epoch [9][2300/3757] lr: 1.000e-02, eta: 6 days, 14:19:57, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.5247, top1_acc: 0.4203, top5_acc: 0.6508, loss_cls: 2.6576, loss: 4.1822, grad_norm: 6.3618 2021-07-03 08:15:23,133 - mmaction - INFO - Epoch [9][2320/3757] lr: 1.000e-02, eta: 6 days, 14:19:36, time: 1.076, data_time: 0.031, memory: 6921, loss_aux: 1.5154, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7417, loss: 4.2571, grad_norm: 6.5361 2021-07-03 08:15:44,426 - mmaction - INFO - Epoch [9][2340/3757] lr: 1.000e-02, eta: 6 days, 14:19:12, time: 1.066, data_time: 0.017, memory: 6921, loss_aux: 1.6002, top1_acc: 0.3648, top5_acc: 0.6156, loss_cls: 2.8307, loss: 4.4309, grad_norm: 6.6051 2021-07-03 08:16:05,816 - mmaction - INFO - Epoch [9][2360/3757] lr: 1.000e-02, eta: 6 days, 14:18:49, time: 1.069, data_time: 0.010, memory: 6921, loss_aux: 1.5767, top1_acc: 0.3867, top5_acc: 0.6250, loss_cls: 2.8347, loss: 4.4114, grad_norm: 6.3357 2021-07-03 08:16:26,738 - mmaction - INFO - Epoch [9][2380/3757] lr: 1.000e-02, eta: 6 days, 14:18:19, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.5543, top1_acc: 0.3914, top5_acc: 0.6367, loss_cls: 2.7086, loss: 4.2629, grad_norm: 6.3488 2021-07-03 08:16:47,731 - mmaction - INFO - Epoch [9][2400/3757] lr: 1.000e-02, eta: 6 days, 14:17:50, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.5251, top1_acc: 0.4102, top5_acc: 0.6461, loss_cls: 2.6908, loss: 4.2158, grad_norm: 6.3200 2021-07-03 08:17:08,665 - mmaction - INFO - Epoch [9][2420/3757] lr: 1.000e-02, eta: 6 days, 14:17:20, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.5242, top1_acc: 0.4102, top5_acc: 0.6430, loss_cls: 2.6980, loss: 4.2222, grad_norm: 6.3970 2021-07-03 08:17:30,260 - mmaction - INFO - Epoch [9][2440/3757] lr: 1.000e-02, eta: 6 days, 14:17:01, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.5447, top1_acc: 0.4055, top5_acc: 0.6492, loss_cls: 2.6835, loss: 4.2282, grad_norm: 6.4786 2021-07-03 08:17:51,209 - mmaction - INFO - Epoch [9][2460/3757] lr: 1.000e-02, eta: 6 days, 14:16:31, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.5656, top1_acc: 0.3992, top5_acc: 0.6156, loss_cls: 2.7773, loss: 4.3429, grad_norm: 6.4883 2021-07-03 08:18:13,368 - mmaction - INFO - Epoch [9][2480/3757] lr: 1.000e-02, eta: 6 days, 14:16:20, time: 1.107, data_time: 0.006, memory: 6921, loss_aux: 1.5314, top1_acc: 0.3984, top5_acc: 0.6492, loss_cls: 2.7315, loss: 4.2628, grad_norm: 6.4189 2021-07-03 08:18:34,317 - mmaction - INFO - Epoch [9][2500/3757] lr: 1.000e-02, eta: 6 days, 14:15:51, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.5494, top1_acc: 0.3773, top5_acc: 0.6297, loss_cls: 2.7506, loss: 4.3001, grad_norm: 6.2923 2021-07-03 08:18:55,326 - mmaction - INFO - Epoch [9][2520/3757] lr: 1.000e-02, eta: 6 days, 14:15:22, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.5578, top1_acc: 0.4211, top5_acc: 0.6484, loss_cls: 2.7184, loss: 4.2762, grad_norm: 6.4784 2021-07-03 08:19:16,444 - mmaction - INFO - Epoch [9][2540/3757] lr: 1.000e-02, eta: 6 days, 14:14:55, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.5953, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.8276, loss: 4.4229, grad_norm: 6.5736 2021-07-03 08:19:37,564 - mmaction - INFO - Epoch [9][2560/3757] lr: 1.000e-02, eta: 6 days, 14:14:27, time: 1.054, data_time: 0.007, memory: 6921, loss_aux: 1.5574, top1_acc: 0.3773, top5_acc: 0.6484, loss_cls: 2.7465, loss: 4.3040, grad_norm: 6.4065 2021-07-03 08:19:58,677 - mmaction - INFO - Epoch [9][2580/3757] lr: 1.000e-02, eta: 6 days, 14:14:01, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.5910, top1_acc: 0.3766, top5_acc: 0.6266, loss_cls: 2.8229, loss: 4.4139, grad_norm: 6.4708 2021-07-03 08:20:19,847 - mmaction - INFO - Epoch [9][2600/3757] lr: 1.000e-02, eta: 6 days, 14:13:34, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.5589, top1_acc: 0.3891, top5_acc: 0.6430, loss_cls: 2.7600, loss: 4.3189, grad_norm: 6.4601 2021-07-03 08:20:41,251 - mmaction - INFO - Epoch [9][2620/3757] lr: 1.000e-02, eta: 6 days, 14:13:13, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.5319, top1_acc: 0.3812, top5_acc: 0.6477, loss_cls: 2.7042, loss: 4.2360, grad_norm: 6.4187 2021-07-03 08:21:02,589 - mmaction - INFO - Epoch [9][2640/3757] lr: 1.000e-02, eta: 6 days, 14:12:49, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.5787, top1_acc: 0.3875, top5_acc: 0.6297, loss_cls: 2.7999, loss: 4.3785, grad_norm: 6.4726 2021-07-03 08:21:23,751 - mmaction - INFO - Epoch [9][2660/3757] lr: 1.000e-02, eta: 6 days, 14:12:22, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.5201, top1_acc: 0.4109, top5_acc: 0.6617, loss_cls: 2.6748, loss: 4.1949, grad_norm: 6.3345 2021-07-03 08:21:45,100 - mmaction - INFO - Epoch [9][2680/3757] lr: 1.000e-02, eta: 6 days, 14:12:00, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.5092, top1_acc: 0.4125, top5_acc: 0.6742, loss_cls: 2.6252, loss: 4.1344, grad_norm: 6.3201 2021-07-03 08:22:06,271 - mmaction - INFO - Epoch [9][2700/3757] lr: 1.000e-02, eta: 6 days, 14:11:33, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.5362, top1_acc: 0.3852, top5_acc: 0.6281, loss_cls: 2.7795, loss: 4.3157, grad_norm: 6.3268 2021-07-03 08:22:27,290 - mmaction - INFO - Epoch [9][2720/3757] lr: 1.000e-02, eta: 6 days, 14:11:04, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.5551, top1_acc: 0.4062, top5_acc: 0.6555, loss_cls: 2.7188, loss: 4.2740, grad_norm: 6.2996 2021-07-03 08:22:48,357 - mmaction - INFO - Epoch [9][2740/3757] lr: 1.000e-02, eta: 6 days, 14:10:37, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.5686, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.7973, loss: 4.3659, grad_norm: 6.2718 2021-07-03 08:23:09,922 - mmaction - INFO - Epoch [9][2760/3757] lr: 1.000e-02, eta: 6 days, 14:10:17, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.5696, top1_acc: 0.3703, top5_acc: 0.6320, loss_cls: 2.7930, loss: 4.3626, grad_norm: 6.5013 2021-07-03 08:23:31,664 - mmaction - INFO - Epoch [9][2780/3757] lr: 1.000e-02, eta: 6 days, 14:10:01, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.5202, top1_acc: 0.4156, top5_acc: 0.6516, loss_cls: 2.6787, loss: 4.1990, grad_norm: 6.2167 2021-07-03 08:23:53,471 - mmaction - INFO - Epoch [9][2800/3757] lr: 1.000e-02, eta: 6 days, 14:09:45, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.5613, top1_acc: 0.4062, top5_acc: 0.6391, loss_cls: 2.7478, loss: 4.3091, grad_norm: 6.3694 2021-07-03 08:24:14,335 - mmaction - INFO - Epoch [9][2820/3757] lr: 1.000e-02, eta: 6 days, 14:09:13, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.5983, top1_acc: 0.3750, top5_acc: 0.6055, loss_cls: 2.8267, loss: 4.4250, grad_norm: 6.4814 2021-07-03 08:24:35,383 - mmaction - INFO - Epoch [9][2840/3757] lr: 1.000e-02, eta: 6 days, 14:08:45, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.4790, top1_acc: 0.4016, top5_acc: 0.6484, loss_cls: 2.6167, loss: 4.0957, grad_norm: 6.3537 2021-07-03 08:24:56,575 - mmaction - INFO - Epoch [9][2860/3757] lr: 1.000e-02, eta: 6 days, 14:08:19, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.5677, top1_acc: 0.3992, top5_acc: 0.6281, loss_cls: 2.7948, loss: 4.3625, grad_norm: 6.4858 2021-07-03 08:25:17,848 - mmaction - INFO - Epoch [9][2880/3757] lr: 1.000e-02, eta: 6 days, 14:07:55, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.5342, top1_acc: 0.4141, top5_acc: 0.6375, loss_cls: 2.6712, loss: 4.2054, grad_norm: 6.3843 2021-07-03 08:25:38,820 - mmaction - INFO - Epoch [9][2900/3757] lr: 1.000e-02, eta: 6 days, 14:07:26, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.5440, top1_acc: 0.3898, top5_acc: 0.6500, loss_cls: 2.7298, loss: 4.2738, grad_norm: 6.5808 2021-07-03 08:26:00,177 - mmaction - INFO - Epoch [9][2920/3757] lr: 1.000e-02, eta: 6 days, 14:07:03, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.5978, top1_acc: 0.3805, top5_acc: 0.6133, loss_cls: 2.8599, loss: 4.4577, grad_norm: 6.4815 2021-07-03 08:26:21,211 - mmaction - INFO - Epoch [9][2940/3757] lr: 1.000e-02, eta: 6 days, 14:06:35, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.5355, top1_acc: 0.3914, top5_acc: 0.6414, loss_cls: 2.7456, loss: 4.2812, grad_norm: 6.2776 2021-07-03 08:26:42,154 - mmaction - INFO - Epoch [9][2960/3757] lr: 1.000e-02, eta: 6 days, 14:06:05, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.5829, top1_acc: 0.3828, top5_acc: 0.6219, loss_cls: 2.8367, loss: 4.4197, grad_norm: 6.3725 2021-07-03 08:27:03,402 - mmaction - INFO - Epoch [9][2980/3757] lr: 1.000e-02, eta: 6 days, 14:05:40, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.5141, top1_acc: 0.3984, top5_acc: 0.6570, loss_cls: 2.6849, loss: 4.1989, grad_norm: 6.3043 2021-07-03 08:27:24,629 - mmaction - INFO - Epoch [9][3000/3757] lr: 1.000e-02, eta: 6 days, 14:05:15, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.5664, top1_acc: 0.3961, top5_acc: 0.6312, loss_cls: 2.7938, loss: 4.3602, grad_norm: 6.5113 2021-07-03 08:27:45,624 - mmaction - INFO - Epoch [9][3020/3757] lr: 1.000e-02, eta: 6 days, 14:04:46, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.5488, top1_acc: 0.3750, top5_acc: 0.6477, loss_cls: 2.7627, loss: 4.3115, grad_norm: 6.5140 2021-07-03 08:28:06,935 - mmaction - INFO - Epoch [9][3040/3757] lr: 1.000e-02, eta: 6 days, 14:04:23, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.5488, top1_acc: 0.4094, top5_acc: 0.6430, loss_cls: 2.7128, loss: 4.2616, grad_norm: 6.2744 2021-07-03 08:28:27,900 - mmaction - INFO - Epoch [9][3060/3757] lr: 1.000e-02, eta: 6 days, 14:03:53, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.5277, top1_acc: 0.4016, top5_acc: 0.6312, loss_cls: 2.7657, loss: 4.2934, grad_norm: 6.4932 2021-07-03 08:28:49,104 - mmaction - INFO - Epoch [9][3080/3757] lr: 1.000e-02, eta: 6 days, 14:03:27, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.5314, top1_acc: 0.3906, top5_acc: 0.6594, loss_cls: 2.6780, loss: 4.2094, grad_norm: 6.3428 2021-07-03 08:29:10,251 - mmaction - INFO - Epoch [9][3100/3757] lr: 1.000e-02, eta: 6 days, 14:03:01, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.5647, top1_acc: 0.3992, top5_acc: 0.6344, loss_cls: 2.7338, loss: 4.2985, grad_norm: 6.7094 2021-07-03 08:29:31,647 - mmaction - INFO - Epoch [9][3120/3757] lr: 1.000e-02, eta: 6 days, 14:02:39, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.5421, top1_acc: 0.4023, top5_acc: 0.6312, loss_cls: 2.7836, loss: 4.3257, grad_norm: 6.5284 2021-07-03 08:29:53,443 - mmaction - INFO - Epoch [9][3140/3757] lr: 1.000e-02, eta: 6 days, 14:02:23, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.5756, top1_acc: 0.3812, top5_acc: 0.6086, loss_cls: 2.8426, loss: 4.4182, grad_norm: 6.5762 2021-07-03 08:30:14,503 - mmaction - INFO - Epoch [9][3160/3757] lr: 1.000e-02, eta: 6 days, 14:01:55, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.5363, top1_acc: 0.3977, top5_acc: 0.6414, loss_cls: 2.7202, loss: 4.2565, grad_norm: 6.5918 2021-07-03 08:30:35,670 - mmaction - INFO - Epoch [9][3180/3757] lr: 1.000e-02, eta: 6 days, 14:01:29, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5436, top1_acc: 0.3945, top5_acc: 0.6414, loss_cls: 2.7241, loss: 4.2676, grad_norm: 6.3427 2021-07-03 08:30:56,703 - mmaction - INFO - Epoch [9][3200/3757] lr: 1.000e-02, eta: 6 days, 14:01:01, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.4814, top1_acc: 0.4172, top5_acc: 0.6625, loss_cls: 2.6135, loss: 4.0949, grad_norm: 6.3650 2021-07-03 08:31:17,786 - mmaction - INFO - Epoch [9][3220/3757] lr: 1.000e-02, eta: 6 days, 14:00:34, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.5356, top1_acc: 0.4062, top5_acc: 0.6422, loss_cls: 2.7121, loss: 4.2478, grad_norm: 6.4261 2021-07-03 08:31:40,066 - mmaction - INFO - Epoch [9][3240/3757] lr: 1.000e-02, eta: 6 days, 14:00:25, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.5331, top1_acc: 0.3977, top5_acc: 0.6523, loss_cls: 2.6980, loss: 4.2310, grad_norm: 6.5818 2021-07-03 08:32:00,968 - mmaction - INFO - Epoch [9][3260/3757] lr: 1.000e-02, eta: 6 days, 13:59:55, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.5278, top1_acc: 0.3937, top5_acc: 0.6555, loss_cls: 2.7287, loss: 4.2564, grad_norm: 6.3762 2021-07-03 08:32:23,027 - mmaction - INFO - Epoch [9][3280/3757] lr: 1.000e-02, eta: 6 days, 13:59:43, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.5544, top1_acc: 0.4047, top5_acc: 0.6438, loss_cls: 2.7154, loss: 4.2699, grad_norm: 6.3420 2021-07-03 08:32:43,814 - mmaction - INFO - Epoch [9][3300/3757] lr: 1.000e-02, eta: 6 days, 13:59:10, time: 1.038, data_time: 0.003, memory: 6921, loss_aux: 1.5374, top1_acc: 0.3984, top5_acc: 0.6398, loss_cls: 2.7255, loss: 4.2629, grad_norm: 6.3459 2021-07-03 08:33:04,955 - mmaction - INFO - Epoch [9][3320/3757] lr: 1.000e-02, eta: 6 days, 13:58:44, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.5615, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7766, loss: 4.3381, grad_norm: 6.4096 2021-07-03 08:33:26,027 - mmaction - INFO - Epoch [9][3340/3757] lr: 1.000e-02, eta: 6 days, 13:58:17, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.5627, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.8166, loss: 4.3793, grad_norm: 6.4859 2021-07-03 08:33:47,245 - mmaction - INFO - Epoch [9][3360/3757] lr: 1.000e-02, eta: 6 days, 13:57:52, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.5450, top1_acc: 0.3875, top5_acc: 0.6359, loss_cls: 2.7621, loss: 4.3070, grad_norm: 6.4158 2021-07-03 08:34:08,392 - mmaction - INFO - Epoch [9][3380/3757] lr: 1.000e-02, eta: 6 days, 13:57:25, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.5700, top1_acc: 0.3773, top5_acc: 0.6289, loss_cls: 2.7847, loss: 4.3547, grad_norm: 6.4974 2021-07-03 08:34:29,517 - mmaction - INFO - Epoch [9][3400/3757] lr: 1.000e-02, eta: 6 days, 13:56:58, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.5324, top1_acc: 0.3781, top5_acc: 0.6367, loss_cls: 2.7489, loss: 4.2813, grad_norm: 6.6321 2021-07-03 08:34:51,716 - mmaction - INFO - Epoch [9][3420/3757] lr: 1.000e-02, eta: 6 days, 13:56:49, time: 1.110, data_time: 0.005, memory: 6921, loss_aux: 1.5789, top1_acc: 0.3742, top5_acc: 0.6367, loss_cls: 2.8014, loss: 4.3804, grad_norm: 6.4988 2021-07-03 08:35:13,009 - mmaction - INFO - Epoch [9][3440/3757] lr: 1.000e-02, eta: 6 days, 13:56:25, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.5589, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.7490, loss: 4.3080, grad_norm: 6.2364 2021-07-03 08:35:34,333 - mmaction - INFO - Epoch [9][3460/3757] lr: 1.000e-02, eta: 6 days, 13:56:02, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.5915, top1_acc: 0.3875, top5_acc: 0.6156, loss_cls: 2.8477, loss: 4.4392, grad_norm: 6.3274 2021-07-03 08:35:55,289 - mmaction - INFO - Epoch [9][3480/3757] lr: 1.000e-02, eta: 6 days, 13:55:32, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.5305, top1_acc: 0.3867, top5_acc: 0.6445, loss_cls: 2.7328, loss: 4.2633, grad_norm: 6.4211 2021-07-03 08:36:17,038 - mmaction - INFO - Epoch [9][3500/3757] lr: 1.000e-02, eta: 6 days, 13:55:15, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.5000, top1_acc: 0.4102, top5_acc: 0.6656, loss_cls: 2.6952, loss: 4.1952, grad_norm: 6.5168 2021-07-03 08:36:38,203 - mmaction - INFO - Epoch [9][3520/3757] lr: 1.000e-02, eta: 6 days, 13:54:49, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.5376, top1_acc: 0.4148, top5_acc: 0.6547, loss_cls: 2.6718, loss: 4.2094, grad_norm: 6.3153 2021-07-03 08:36:59,790 - mmaction - INFO - Epoch [9][3540/3757] lr: 1.000e-02, eta: 6 days, 13:54:30, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.5667, top1_acc: 0.3766, top5_acc: 0.6273, loss_cls: 2.7633, loss: 4.3300, grad_norm: 6.4178 2021-07-03 08:37:20,790 - mmaction - INFO - Epoch [9][3560/3757] lr: 1.000e-02, eta: 6 days, 13:54:01, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.5988, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.8586, loss: 4.4574, grad_norm: 6.4220 2021-07-03 08:37:41,902 - mmaction - INFO - Epoch [9][3580/3757] lr: 1.000e-02, eta: 6 days, 13:53:34, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.5383, top1_acc: 0.3953, top5_acc: 0.6383, loss_cls: 2.7367, loss: 4.2750, grad_norm: 6.3898 2021-07-03 08:38:03,566 - mmaction - INFO - Epoch [9][3600/3757] lr: 1.000e-02, eta: 6 days, 13:53:17, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.5356, top1_acc: 0.3836, top5_acc: 0.6469, loss_cls: 2.7352, loss: 4.2708, grad_norm: 6.4456 2021-07-03 08:38:24,862 - mmaction - INFO - Epoch [9][3620/3757] lr: 1.000e-02, eta: 6 days, 13:52:53, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.5621, top1_acc: 0.3977, top5_acc: 0.6453, loss_cls: 2.7129, loss: 4.2749, grad_norm: 6.3829 2021-07-03 08:38:45,952 - mmaction - INFO - Epoch [9][3640/3757] lr: 1.000e-02, eta: 6 days, 13:52:25, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5259, top1_acc: 0.4031, top5_acc: 0.6562, loss_cls: 2.6437, loss: 4.1696, grad_norm: 6.5650 2021-07-03 08:39:07,055 - mmaction - INFO - Epoch [9][3660/3757] lr: 1.000e-02, eta: 6 days, 13:51:58, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.5925, top1_acc: 0.3828, top5_acc: 0.6391, loss_cls: 2.8091, loss: 4.4015, grad_norm: 6.4944 2021-07-03 08:39:28,269 - mmaction - INFO - Epoch [9][3680/3757] lr: 1.000e-02, eta: 6 days, 13:51:34, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.5447, top1_acc: 0.3906, top5_acc: 0.6430, loss_cls: 2.7792, loss: 4.3240, grad_norm: 6.4247 2021-07-03 08:39:49,375 - mmaction - INFO - Epoch [9][3700/3757] lr: 1.000e-02, eta: 6 days, 13:51:06, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.5331, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7349, loss: 4.2680, grad_norm: 6.4142 2021-07-03 08:40:10,494 - mmaction - INFO - Epoch [9][3720/3757] lr: 1.000e-02, eta: 6 days, 13:50:40, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.5176, top1_acc: 0.3875, top5_acc: 0.6289, loss_cls: 2.7015, loss: 4.2191, grad_norm: 6.2530 2021-07-03 08:40:31,942 - mmaction - INFO - Epoch [9][3740/3757] lr: 1.000e-02, eta: 6 days, 13:50:18, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.5810, top1_acc: 0.3695, top5_acc: 0.6273, loss_cls: 2.8160, loss: 4.3970, grad_norm: 6.3740 2021-07-03 08:40:50,019 - mmaction - INFO - Saving checkpoint at 9 epochs 2021-07-03 08:41:52,603 - mmaction - INFO - Epoch [10][20/3757] lr: 1.000e-02, eta: 6 days, 13:55:12, time: 3.049, data_time: 1.896, memory: 6921, loss_aux: 1.5396, top1_acc: 0.3922, top5_acc: 0.6375, loss_cls: 2.7092, loss: 4.2488, grad_norm: 6.2601 2021-07-03 08:42:14,686 - mmaction - INFO - Epoch [10][40/3757] lr: 1.000e-02, eta: 6 days, 13:54:59, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.5463, top1_acc: 0.3883, top5_acc: 0.6414, loss_cls: 2.7190, loss: 4.2653, grad_norm: 6.3590 2021-07-03 08:42:35,599 - mmaction - INFO - Epoch [10][60/3757] lr: 1.000e-02, eta: 6 days, 13:54:29, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 1.5381, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7538, loss: 4.2919, grad_norm: 6.2359 2021-07-03 08:42:57,596 - mmaction - INFO - Epoch [10][80/3757] lr: 1.000e-02, eta: 6 days, 13:54:17, time: 1.101, data_time: 0.007, memory: 6921, loss_aux: 1.5084, top1_acc: 0.4289, top5_acc: 0.6609, loss_cls: 2.6298, loss: 4.1382, grad_norm: 6.3408 2021-07-03 08:43:18,559 - mmaction - INFO - Epoch [10][100/3757] lr: 1.000e-02, eta: 6 days, 13:53:47, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.5058, top1_acc: 0.4141, top5_acc: 0.6523, loss_cls: 2.6480, loss: 4.1538, grad_norm: 6.3646 2021-07-03 08:43:39,510 - mmaction - INFO - Epoch [10][120/3757] lr: 1.000e-02, eta: 6 days, 13:53:18, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.5352, top1_acc: 0.4148, top5_acc: 0.6500, loss_cls: 2.6984, loss: 4.2336, grad_norm: 6.3787 2021-07-03 08:44:01,150 - mmaction - INFO - Epoch [10][140/3757] lr: 1.000e-02, eta: 6 days, 13:52:59, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.5163, top1_acc: 0.4219, top5_acc: 0.6422, loss_cls: 2.6901, loss: 4.2064, grad_norm: 6.4944 2021-07-03 08:44:22,143 - mmaction - INFO - Epoch [10][160/3757] lr: 1.000e-02, eta: 6 days, 13:52:30, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.5136, top1_acc: 0.3984, top5_acc: 0.6477, loss_cls: 2.6738, loss: 4.1875, grad_norm: 6.3960 2021-07-03 08:44:43,384 - mmaction - INFO - Epoch [10][180/3757] lr: 1.000e-02, eta: 6 days, 13:52:05, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.5288, top1_acc: 0.3969, top5_acc: 0.6648, loss_cls: 2.6443, loss: 4.1730, grad_norm: 6.5569 2021-07-03 08:45:05,211 - mmaction - INFO - Epoch [10][200/3757] lr: 1.000e-02, eta: 6 days, 13:51:49, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.5521, top1_acc: 0.3898, top5_acc: 0.6289, loss_cls: 2.7374, loss: 4.2896, grad_norm: 6.5660 2021-07-03 08:45:26,377 - mmaction - INFO - Epoch [10][220/3757] lr: 1.000e-02, eta: 6 days, 13:51:23, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.5302, top1_acc: 0.3812, top5_acc: 0.6516, loss_cls: 2.7166, loss: 4.2468, grad_norm: 6.4625 2021-07-03 08:45:48,107 - mmaction - INFO - Epoch [10][240/3757] lr: 1.000e-02, eta: 6 days, 13:51:06, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.5382, top1_acc: 0.3922, top5_acc: 0.6344, loss_cls: 2.7346, loss: 4.2728, grad_norm: 6.2609 2021-07-03 08:46:09,947 - mmaction - INFO - Epoch [10][260/3757] lr: 1.000e-02, eta: 6 days, 13:50:50, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.5175, top1_acc: 0.4164, top5_acc: 0.6594, loss_cls: 2.6674, loss: 4.1849, grad_norm: 6.4263 2021-07-03 08:46:32,338 - mmaction - INFO - Epoch [10][280/3757] lr: 1.000e-02, eta: 6 days, 13:50:43, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.5369, top1_acc: 0.3891, top5_acc: 0.6531, loss_cls: 2.7007, loss: 4.2376, grad_norm: 6.4452 2021-07-03 08:46:53,329 - mmaction - INFO - Epoch [10][300/3757] lr: 1.000e-02, eta: 6 days, 13:50:15, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.5409, top1_acc: 0.3875, top5_acc: 0.6523, loss_cls: 2.6968, loss: 4.2377, grad_norm: 6.3154 2021-07-03 08:47:14,454 - mmaction - INFO - Epoch [10][320/3757] lr: 1.000e-02, eta: 6 days, 13:49:47, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.5852, top1_acc: 0.3867, top5_acc: 0.6430, loss_cls: 2.7886, loss: 4.3738, grad_norm: 6.4714 2021-07-03 08:47:35,356 - mmaction - INFO - Epoch [10][340/3757] lr: 1.000e-02, eta: 6 days, 13:49:17, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.5528, top1_acc: 0.4008, top5_acc: 0.6312, loss_cls: 2.7615, loss: 4.3143, grad_norm: 6.3514 2021-07-03 08:47:56,866 - mmaction - INFO - Epoch [10][360/3757] lr: 1.000e-02, eta: 6 days, 13:48:57, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.5399, top1_acc: 0.4125, top5_acc: 0.6508, loss_cls: 2.7109, loss: 4.2508, grad_norm: 6.2051 2021-07-03 08:48:18,981 - mmaction - INFO - Epoch [10][380/3757] lr: 1.000e-02, eta: 6 days, 13:48:45, time: 1.104, data_time: 0.001, memory: 6921, loss_aux: 1.5469, top1_acc: 0.3984, top5_acc: 0.6352, loss_cls: 2.7481, loss: 4.2950, grad_norm: 6.3113 2021-07-03 08:48:40,048 - mmaction - INFO - Epoch [10][400/3757] lr: 1.000e-02, eta: 6 days, 13:48:17, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.5344, top1_acc: 0.3953, top5_acc: 0.6445, loss_cls: 2.7385, loss: 4.2730, grad_norm: 6.4487 2021-07-03 08:49:01,735 - mmaction - INFO - Epoch [10][420/3757] lr: 1.000e-02, eta: 6 days, 13:48:00, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.5359, top1_acc: 0.4125, top5_acc: 0.6453, loss_cls: 2.7050, loss: 4.2409, grad_norm: 6.3213 2021-07-03 08:49:22,915 - mmaction - INFO - Epoch [10][440/3757] lr: 1.000e-02, eta: 6 days, 13:47:34, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.5482, top1_acc: 0.3812, top5_acc: 0.6141, loss_cls: 2.7784, loss: 4.3266, grad_norm: 6.3610 2021-07-03 08:49:44,174 - mmaction - INFO - Epoch [10][460/3757] lr: 1.000e-02, eta: 6 days, 13:47:09, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.5217, top1_acc: 0.4078, top5_acc: 0.6391, loss_cls: 2.7004, loss: 4.2221, grad_norm: 6.2815 2021-07-03 08:50:05,685 - mmaction - INFO - Epoch [10][480/3757] lr: 1.000e-02, eta: 6 days, 13:46:47, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.6195, top1_acc: 0.3750, top5_acc: 0.6148, loss_cls: 2.8908, loss: 4.5103, grad_norm: 6.6160 2021-07-03 08:50:27,238 - mmaction - INFO - Epoch [10][500/3757] lr: 1.000e-02, eta: 6 days, 13:46:28, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.4815, top1_acc: 0.4148, top5_acc: 0.6781, loss_cls: 2.5756, loss: 4.0571, grad_norm: 6.2239 2021-07-03 08:50:48,232 - mmaction - INFO - Epoch [10][520/3757] lr: 1.000e-02, eta: 6 days, 13:45:59, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.5032, top1_acc: 0.4070, top5_acc: 0.6562, loss_cls: 2.6425, loss: 4.1458, grad_norm: 6.3525 2021-07-03 08:51:09,403 - mmaction - INFO - Epoch [10][540/3757] lr: 1.000e-02, eta: 6 days, 13:45:33, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4779, top1_acc: 0.4273, top5_acc: 0.6656, loss_cls: 2.6167, loss: 4.0947, grad_norm: 6.2206 2021-07-03 08:51:30,410 - mmaction - INFO - Epoch [10][560/3757] lr: 1.000e-02, eta: 6 days, 13:45:05, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.5459, top1_acc: 0.3930, top5_acc: 0.6500, loss_cls: 2.7309, loss: 4.2768, grad_norm: 6.4185 2021-07-03 08:51:52,537 - mmaction - INFO - Epoch [10][580/3757] lr: 1.000e-02, eta: 6 days, 13:44:54, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.5631, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.7291, loss: 4.2922, grad_norm: 6.4906 2021-07-03 08:52:13,940 - mmaction - INFO - Epoch [10][600/3757] lr: 1.000e-02, eta: 6 days, 13:44:31, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.5483, top1_acc: 0.4070, top5_acc: 0.6414, loss_cls: 2.7230, loss: 4.2713, grad_norm: 6.4029 2021-07-03 08:52:35,463 - mmaction - INFO - Epoch [10][620/3757] lr: 1.000e-02, eta: 6 days, 13:44:10, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.5356, top1_acc: 0.3953, top5_acc: 0.6422, loss_cls: 2.7135, loss: 4.2491, grad_norm: 6.5379 2021-07-03 08:52:56,533 - mmaction - INFO - Epoch [10][640/3757] lr: 1.000e-02, eta: 6 days, 13:43:43, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.5249, top1_acc: 0.3937, top5_acc: 0.6508, loss_cls: 2.7127, loss: 4.2376, grad_norm: 6.2957 2021-07-03 08:53:17,498 - mmaction - INFO - Epoch [10][660/3757] lr: 1.000e-02, eta: 6 days, 13:43:14, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.5423, top1_acc: 0.4031, top5_acc: 0.6445, loss_cls: 2.7413, loss: 4.2836, grad_norm: 6.3798 2021-07-03 08:53:39,031 - mmaction - INFO - Epoch [10][680/3757] lr: 1.000e-02, eta: 6 days, 13:42:53, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.5546, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.7163, loss: 4.2709, grad_norm: 6.2867 2021-07-03 08:54:00,084 - mmaction - INFO - Epoch [10][700/3757] lr: 1.000e-02, eta: 6 days, 13:42:26, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.5197, top1_acc: 0.3867, top5_acc: 0.6414, loss_cls: 2.7246, loss: 4.2442, grad_norm: 6.3993 2021-07-03 08:54:21,871 - mmaction - INFO - Epoch [10][720/3757] lr: 1.000e-02, eta: 6 days, 13:42:10, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.5626, top1_acc: 0.3992, top5_acc: 0.6484, loss_cls: 2.7757, loss: 4.3382, grad_norm: 6.3174 2021-07-03 08:54:43,033 - mmaction - INFO - Epoch [10][740/3757] lr: 1.000e-02, eta: 6 days, 13:41:43, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.5153, top1_acc: 0.4164, top5_acc: 0.6539, loss_cls: 2.6951, loss: 4.2104, grad_norm: 6.3336 2021-07-03 08:55:04,169 - mmaction - INFO - Epoch [10][760/3757] lr: 1.000e-02, eta: 6 days, 13:41:16, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.5649, top1_acc: 0.3961, top5_acc: 0.6219, loss_cls: 2.7412, loss: 4.3061, grad_norm: 6.4085 2021-07-03 08:55:25,688 - mmaction - INFO - Epoch [10][780/3757] lr: 1.000e-02, eta: 6 days, 13:40:56, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.5364, top1_acc: 0.3930, top5_acc: 0.6406, loss_cls: 2.7306, loss: 4.2670, grad_norm: 6.4228 2021-07-03 08:55:46,949 - mmaction - INFO - Epoch [10][800/3757] lr: 1.000e-02, eta: 6 days, 13:40:31, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.5272, top1_acc: 0.4195, top5_acc: 0.6477, loss_cls: 2.6671, loss: 4.1943, grad_norm: 6.3864 2021-07-03 08:56:08,381 - mmaction - INFO - Epoch [10][820/3757] lr: 1.000e-02, eta: 6 days, 13:40:10, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.5242, top1_acc: 0.3992, top5_acc: 0.6508, loss_cls: 2.6925, loss: 4.2167, grad_norm: 6.5200 2021-07-03 08:56:30,463 - mmaction - INFO - Epoch [10][840/3757] lr: 1.000e-02, eta: 6 days, 13:39:57, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.5485, top1_acc: 0.4094, top5_acc: 0.6547, loss_cls: 2.7189, loss: 4.2673, grad_norm: 6.5788 2021-07-03 08:56:52,235 - mmaction - INFO - Epoch [10][860/3757] lr: 1.000e-02, eta: 6 days, 13:39:41, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.5295, top1_acc: 0.4039, top5_acc: 0.6461, loss_cls: 2.6755, loss: 4.2050, grad_norm: 6.2598 2021-07-03 08:57:12,983 - mmaction - INFO - Epoch [10][880/3757] lr: 1.000e-02, eta: 6 days, 13:39:09, time: 1.037, data_time: 0.001, memory: 6921, loss_aux: 1.5088, top1_acc: 0.4125, top5_acc: 0.6672, loss_cls: 2.6547, loss: 4.1636, grad_norm: 6.4935 2021-07-03 08:57:34,164 - mmaction - INFO - Epoch [10][900/3757] lr: 1.000e-02, eta: 6 days, 13:38:43, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.5876, top1_acc: 0.3773, top5_acc: 0.6234, loss_cls: 2.7971, loss: 4.3847, grad_norm: 6.5740 2021-07-03 08:57:55,391 - mmaction - INFO - Epoch [10][920/3757] lr: 1.000e-02, eta: 6 days, 13:38:18, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.5177, top1_acc: 0.4164, top5_acc: 0.6453, loss_cls: 2.6892, loss: 4.2070, grad_norm: 6.2159 2021-07-03 08:58:16,539 - mmaction - INFO - Epoch [10][940/3757] lr: 1.000e-02, eta: 6 days, 13:37:52, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4858, top1_acc: 0.4219, top5_acc: 0.6680, loss_cls: 2.5936, loss: 4.0794, grad_norm: 6.3294 2021-07-03 08:58:38,045 - mmaction - INFO - Epoch [10][960/3757] lr: 1.000e-02, eta: 6 days, 13:37:30, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.5543, top1_acc: 0.3914, top5_acc: 0.6438, loss_cls: 2.7627, loss: 4.3171, grad_norm: 6.6173 2021-07-03 08:58:59,376 - mmaction - INFO - Epoch [10][980/3757] lr: 1.000e-02, eta: 6 days, 13:37:07, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.5172, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.7154, loss: 4.2326, grad_norm: 6.4191 2021-07-03 08:59:21,970 - mmaction - INFO - Epoch [10][1000/3757] lr: 1.000e-02, eta: 6 days, 13:37:03, time: 1.130, data_time: 0.083, memory: 6921, loss_aux: 1.5325, top1_acc: 0.3992, top5_acc: 0.6414, loss_cls: 2.7322, loss: 4.2648, grad_norm: 6.4259 2021-07-03 08:59:42,816 - mmaction - INFO - Epoch [10][1020/3757] lr: 1.000e-02, eta: 6 days, 13:36:32, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.5681, top1_acc: 0.3773, top5_acc: 0.6438, loss_cls: 2.7503, loss: 4.3183, grad_norm: 6.3559 2021-07-03 09:00:03,806 - mmaction - INFO - Epoch [10][1040/3757] lr: 1.000e-02, eta: 6 days, 13:36:04, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.5968, top1_acc: 0.3758, top5_acc: 0.6359, loss_cls: 2.7912, loss: 4.3880, grad_norm: 6.4984 2021-07-03 09:00:24,889 - mmaction - INFO - Epoch [10][1060/3757] lr: 1.000e-02, eta: 6 days, 13:35:36, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.5516, top1_acc: 0.3930, top5_acc: 0.6359, loss_cls: 2.7419, loss: 4.2936, grad_norm: 6.4009 2021-07-03 09:00:45,938 - mmaction - INFO - Epoch [10][1080/3757] lr: 1.000e-02, eta: 6 days, 13:35:08, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.5452, top1_acc: 0.4156, top5_acc: 0.6500, loss_cls: 2.6743, loss: 4.2194, grad_norm: 6.2816 2021-07-03 09:01:07,236 - mmaction - INFO - Epoch [10][1100/3757] lr: 1.000e-02, eta: 6 days, 13:34:44, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.5264, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.7038, loss: 4.2302, grad_norm: 6.2641 2021-07-03 09:01:29,253 - mmaction - INFO - Epoch [10][1120/3757] lr: 1.000e-02, eta: 6 days, 13:34:31, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.5464, top1_acc: 0.3883, top5_acc: 0.6469, loss_cls: 2.7201, loss: 4.2664, grad_norm: 6.5129 2021-07-03 09:01:50,849 - mmaction - INFO - Epoch [10][1140/3757] lr: 1.000e-02, eta: 6 days, 13:34:12, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.4675, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.5430, loss: 4.0105, grad_norm: 6.3077 2021-07-03 09:02:12,459 - mmaction - INFO - Epoch [10][1160/3757] lr: 1.000e-02, eta: 6 days, 13:33:53, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.5042, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.6326, loss: 4.1369, grad_norm: 6.2886 2021-07-03 09:02:33,550 - mmaction - INFO - Epoch [10][1180/3757] lr: 1.000e-02, eta: 6 days, 13:33:26, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.5706, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.7483, loss: 4.3189, grad_norm: 6.5698 2021-07-03 09:02:54,729 - mmaction - INFO - Epoch [10][1200/3757] lr: 1.000e-02, eta: 6 days, 13:33:00, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.5405, top1_acc: 0.3914, top5_acc: 0.6422, loss_cls: 2.7352, loss: 4.2757, grad_norm: 6.4919 2021-07-03 09:03:16,657 - mmaction - INFO - Epoch [10][1220/3757] lr: 1.000e-02, eta: 6 days, 13:32:45, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.4982, top1_acc: 0.4055, top5_acc: 0.6789, loss_cls: 2.6008, loss: 4.0990, grad_norm: 6.3831 2021-07-03 09:03:37,794 - mmaction - INFO - Epoch [10][1240/3757] lr: 1.000e-02, eta: 6 days, 13:32:19, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.5421, top1_acc: 0.4000, top5_acc: 0.6461, loss_cls: 2.6836, loss: 4.2258, grad_norm: 6.5628 2021-07-03 09:03:58,880 - mmaction - INFO - Epoch [10][1260/3757] lr: 1.000e-02, eta: 6 days, 13:31:52, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.5326, top1_acc: 0.4047, top5_acc: 0.6500, loss_cls: 2.6893, loss: 4.2219, grad_norm: 6.4129 2021-07-03 09:04:20,943 - mmaction - INFO - Epoch [10][1280/3757] lr: 1.000e-02, eta: 6 days, 13:31:40, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.5517, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.7478, loss: 4.2995, grad_norm: 6.4390 2021-07-03 09:04:43,025 - mmaction - INFO - Epoch [10][1300/3757] lr: 1.000e-02, eta: 6 days, 13:31:27, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.5517, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.7574, loss: 4.3091, grad_norm: 6.3619 2021-07-03 09:05:04,151 - mmaction - INFO - Epoch [10][1320/3757] lr: 1.000e-02, eta: 6 days, 13:31:00, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.4823, top1_acc: 0.4234, top5_acc: 0.6742, loss_cls: 2.5923, loss: 4.0746, grad_norm: 6.3550 2021-07-03 09:05:25,480 - mmaction - INFO - Epoch [10][1340/3757] lr: 1.000e-02, eta: 6 days, 13:30:37, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.5101, top1_acc: 0.4344, top5_acc: 0.6578, loss_cls: 2.6232, loss: 4.1333, grad_norm: 6.3995 2021-07-03 09:05:47,149 - mmaction - INFO - Epoch [10][1360/3757] lr: 1.000e-02, eta: 6 days, 13:30:19, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.5518, top1_acc: 0.4008, top5_acc: 0.6438, loss_cls: 2.7373, loss: 4.2891, grad_norm: 6.4007 2021-07-03 09:06:08,400 - mmaction - INFO - Epoch [10][1380/3757] lr: 1.000e-02, eta: 6 days, 13:29:54, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.5150, top1_acc: 0.3984, top5_acc: 0.6687, loss_cls: 2.6514, loss: 4.1664, grad_norm: 6.5270 2021-07-03 09:06:29,434 - mmaction - INFO - Epoch [10][1400/3757] lr: 1.000e-02, eta: 6 days, 13:29:27, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.5154, top1_acc: 0.3750, top5_acc: 0.6328, loss_cls: 2.7452, loss: 4.2606, grad_norm: 6.3254 2021-07-03 09:06:51,017 - mmaction - INFO - Epoch [10][1420/3757] lr: 1.000e-02, eta: 6 days, 13:29:07, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.5483, top1_acc: 0.3984, top5_acc: 0.6625, loss_cls: 2.7158, loss: 4.2640, grad_norm: 6.4691 2021-07-03 09:07:13,012 - mmaction - INFO - Epoch [10][1440/3757] lr: 1.000e-02, eta: 6 days, 13:28:53, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.5598, top1_acc: 0.3883, top5_acc: 0.6281, loss_cls: 2.7769, loss: 4.3366, grad_norm: 6.3136 2021-07-03 09:07:34,055 - mmaction - INFO - Epoch [10][1460/3757] lr: 1.000e-02, eta: 6 days, 13:28:25, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.5456, top1_acc: 0.3898, top5_acc: 0.6594, loss_cls: 2.7168, loss: 4.2624, grad_norm: 6.5267 2021-07-03 09:07:55,102 - mmaction - INFO - Epoch [10][1480/3757] lr: 1.000e-02, eta: 6 days, 13:27:58, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.5575, top1_acc: 0.3922, top5_acc: 0.6438, loss_cls: 2.7358, loss: 4.2933, grad_norm: 6.4991 2021-07-03 09:08:16,617 - mmaction - INFO - Epoch [10][1500/3757] lr: 1.000e-02, eta: 6 days, 13:27:37, time: 1.074, data_time: 0.020, memory: 6921, loss_aux: 1.5797, top1_acc: 0.3695, top5_acc: 0.6367, loss_cls: 2.8265, loss: 4.4062, grad_norm: 6.6334 2021-07-03 09:08:38,682 - mmaction - INFO - Epoch [10][1520/3757] lr: 1.000e-02, eta: 6 days, 13:27:25, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.4673, top1_acc: 0.4055, top5_acc: 0.6633, loss_cls: 2.5874, loss: 4.0547, grad_norm: 6.3830 2021-07-03 09:08:59,560 - mmaction - INFO - Epoch [10][1540/3757] lr: 1.000e-02, eta: 6 days, 13:26:54, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.5195, top1_acc: 0.4234, top5_acc: 0.6516, loss_cls: 2.6706, loss: 4.1902, grad_norm: 6.3261 2021-07-03 09:09:21,522 - mmaction - INFO - Epoch [10][1560/3757] lr: 1.000e-02, eta: 6 days, 13:26:40, time: 1.099, data_time: 0.006, memory: 6921, loss_aux: 1.5303, top1_acc: 0.4102, top5_acc: 0.6305, loss_cls: 2.7115, loss: 4.2418, grad_norm: 6.2702 2021-07-03 09:09:43,463 - mmaction - INFO - Epoch [10][1580/3757] lr: 1.000e-02, eta: 6 days, 13:26:26, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.5137, top1_acc: 0.4234, top5_acc: 0.6539, loss_cls: 2.6400, loss: 4.1538, grad_norm: 6.3997 2021-07-03 09:10:04,696 - mmaction - INFO - Epoch [10][1600/3757] lr: 1.000e-02, eta: 6 days, 13:26:01, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.5532, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7318, loss: 4.2850, grad_norm: 6.3192 2021-07-03 09:10:25,441 - mmaction - INFO - Epoch [10][1620/3757] lr: 1.000e-02, eta: 6 days, 13:25:29, time: 1.037, data_time: 0.003, memory: 6921, loss_aux: 1.5507, top1_acc: 0.4023, top5_acc: 0.6281, loss_cls: 2.7417, loss: 4.2924, grad_norm: 6.2958 2021-07-03 09:10:46,607 - mmaction - INFO - Epoch [10][1640/3757] lr: 1.000e-02, eta: 6 days, 13:25:03, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.5275, top1_acc: 0.3961, top5_acc: 0.6523, loss_cls: 2.7051, loss: 4.2326, grad_norm: 6.3492 2021-07-03 09:11:07,503 - mmaction - INFO - Epoch [10][1660/3757] lr: 1.000e-02, eta: 6 days, 13:24:33, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.5344, top1_acc: 0.3867, top5_acc: 0.6320, loss_cls: 2.7160, loss: 4.2504, grad_norm: 6.3687 2021-07-03 09:11:28,727 - mmaction - INFO - Epoch [10][1680/3757] lr: 1.000e-02, eta: 6 days, 13:24:08, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5244, top1_acc: 0.3937, top5_acc: 0.6570, loss_cls: 2.6597, loss: 4.1841, grad_norm: 6.3876 2021-07-03 09:11:50,913 - mmaction - INFO - Epoch [10][1700/3757] lr: 1.000e-02, eta: 6 days, 13:23:58, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.5850, top1_acc: 0.3586, top5_acc: 0.6234, loss_cls: 2.8443, loss: 4.4294, grad_norm: 6.5779 2021-07-03 09:12:12,168 - mmaction - INFO - Epoch [10][1720/3757] lr: 1.000e-02, eta: 6 days, 13:23:33, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.5496, top1_acc: 0.4102, top5_acc: 0.6477, loss_cls: 2.6995, loss: 4.2491, grad_norm: 6.3991 2021-07-03 09:12:33,101 - mmaction - INFO - Epoch [10][1740/3757] lr: 1.000e-02, eta: 6 days, 13:23:04, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.5337, top1_acc: 0.3945, top5_acc: 0.6391, loss_cls: 2.7309, loss: 4.2646, grad_norm: 6.3710 2021-07-03 09:12:54,349 - mmaction - INFO - Epoch [10][1760/3757] lr: 1.000e-02, eta: 6 days, 13:22:39, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.5390, top1_acc: 0.4016, top5_acc: 0.6406, loss_cls: 2.7042, loss: 4.2432, grad_norm: 6.3009 2021-07-03 09:13:15,652 - mmaction - INFO - Epoch [10][1780/3757] lr: 1.000e-02, eta: 6 days, 13:22:15, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4589, top1_acc: 0.4188, top5_acc: 0.6789, loss_cls: 2.5370, loss: 3.9959, grad_norm: 6.3356 2021-07-03 09:13:36,876 - mmaction - INFO - Epoch [10][1800/3757] lr: 1.000e-02, eta: 6 days, 13:21:50, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5228, top1_acc: 0.4062, top5_acc: 0.6602, loss_cls: 2.6978, loss: 4.2207, grad_norm: 6.3210 2021-07-03 09:13:58,796 - mmaction - INFO - Epoch [10][1820/3757] lr: 1.000e-02, eta: 6 days, 13:21:36, time: 1.098, data_time: 0.049, memory: 6921, loss_aux: 1.5685, top1_acc: 0.3922, top5_acc: 0.6148, loss_cls: 2.7755, loss: 4.3440, grad_norm: 6.3995 2021-07-03 09:14:20,845 - mmaction - INFO - Epoch [10][1840/3757] lr: 1.000e-02, eta: 6 days, 13:21:23, time: 1.101, data_time: 0.082, memory: 6921, loss_aux: 1.5821, top1_acc: 0.3648, top5_acc: 0.6195, loss_cls: 2.8504, loss: 4.4324, grad_norm: 6.4162 2021-07-03 09:14:42,146 - mmaction - INFO - Epoch [10][1860/3757] lr: 1.000e-02, eta: 6 days, 13:20:59, time: 1.065, data_time: 0.025, memory: 6921, loss_aux: 1.5571, top1_acc: 0.4039, top5_acc: 0.6391, loss_cls: 2.7137, loss: 4.2709, grad_norm: 6.2688 2021-07-03 09:15:03,374 - mmaction - INFO - Epoch [10][1880/3757] lr: 1.000e-02, eta: 6 days, 13:20:34, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5504, top1_acc: 0.3734, top5_acc: 0.6430, loss_cls: 2.7445, loss: 4.2949, grad_norm: 6.3100 2021-07-03 09:15:25,108 - mmaction - INFO - Epoch [10][1900/3757] lr: 1.000e-02, eta: 6 days, 13:20:17, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.5348, top1_acc: 0.4117, top5_acc: 0.6391, loss_cls: 2.7285, loss: 4.2633, grad_norm: 6.4695 2021-07-03 09:15:46,345 - mmaction - INFO - Epoch [10][1920/3757] lr: 1.000e-02, eta: 6 days, 13:19:51, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.5503, top1_acc: 0.3844, top5_acc: 0.6227, loss_cls: 2.7432, loss: 4.2935, grad_norm: 6.3498 2021-07-03 09:16:07,832 - mmaction - INFO - Epoch [10][1940/3757] lr: 1.000e-02, eta: 6 days, 13:19:31, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.5269, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.6848, loss: 4.2117, grad_norm: 6.4386 2021-07-03 09:16:29,646 - mmaction - INFO - Epoch [10][1960/3757] lr: 1.000e-02, eta: 6 days, 13:19:15, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.5253, top1_acc: 0.3922, top5_acc: 0.6641, loss_cls: 2.6809, loss: 4.2062, grad_norm: 6.3129 2021-07-03 09:16:50,996 - mmaction - INFO - Epoch [10][1980/3757] lr: 1.000e-02, eta: 6 days, 13:18:51, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.4841, top1_acc: 0.4031, top5_acc: 0.6492, loss_cls: 2.6660, loss: 4.1501, grad_norm: 6.2933 2021-07-03 09:17:12,170 - mmaction - INFO - Epoch [10][2000/3757] lr: 1.000e-02, eta: 6 days, 13:18:26, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.5349, top1_acc: 0.3977, top5_acc: 0.6414, loss_cls: 2.7274, loss: 4.2623, grad_norm: 6.2959 2021-07-03 09:17:33,100 - mmaction - INFO - Epoch [10][2020/3757] lr: 1.000e-02, eta: 6 days, 13:17:57, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.5272, top1_acc: 0.4102, top5_acc: 0.6586, loss_cls: 2.6680, loss: 4.1952, grad_norm: 6.4133 2021-07-03 09:17:54,880 - mmaction - INFO - Epoch [10][2040/3757] lr: 1.000e-02, eta: 6 days, 13:17:39, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.6039, top1_acc: 0.3719, top5_acc: 0.6133, loss_cls: 2.8513, loss: 4.4552, grad_norm: 6.4331 2021-07-03 09:18:16,069 - mmaction - INFO - Epoch [10][2060/3757] lr: 1.000e-02, eta: 6 days, 13:17:14, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.5655, top1_acc: 0.3797, top5_acc: 0.6352, loss_cls: 2.7928, loss: 4.3583, grad_norm: 6.5762 2021-07-03 09:18:37,333 - mmaction - INFO - Epoch [10][2080/3757] lr: 1.000e-02, eta: 6 days, 13:16:50, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.5058, top1_acc: 0.4016, top5_acc: 0.6438, loss_cls: 2.7016, loss: 4.2074, grad_norm: 6.4381 2021-07-03 09:18:58,663 - mmaction - INFO - Epoch [10][2100/3757] lr: 1.000e-02, eta: 6 days, 13:16:26, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.5349, top1_acc: 0.4055, top5_acc: 0.6484, loss_cls: 2.7170, loss: 4.2518, grad_norm: 6.4733 2021-07-03 09:19:19,650 - mmaction - INFO - Epoch [10][2120/3757] lr: 1.000e-02, eta: 6 days, 13:15:58, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.5396, top1_acc: 0.3828, top5_acc: 0.6352, loss_cls: 2.7431, loss: 4.2827, grad_norm: 6.4061 2021-07-03 09:19:40,740 - mmaction - INFO - Epoch [10][2140/3757] lr: 1.000e-02, eta: 6 days, 13:15:31, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.5479, top1_acc: 0.4016, top5_acc: 0.6672, loss_cls: 2.6817, loss: 4.2296, grad_norm: 6.4291 2021-07-03 09:20:01,687 - mmaction - INFO - Epoch [10][2160/3757] lr: 1.000e-02, eta: 6 days, 13:15:02, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.5206, top1_acc: 0.4039, top5_acc: 0.6422, loss_cls: 2.6873, loss: 4.2079, grad_norm: 6.4393 2021-07-03 09:20:22,937 - mmaction - INFO - Epoch [10][2180/3757] lr: 1.000e-02, eta: 6 days, 13:14:38, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.5187, top1_acc: 0.3875, top5_acc: 0.6359, loss_cls: 2.7172, loss: 4.2359, grad_norm: 6.4069 2021-07-03 09:20:44,733 - mmaction - INFO - Epoch [10][2200/3757] lr: 1.000e-02, eta: 6 days, 13:14:21, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.5279, top1_acc: 0.3875, top5_acc: 0.6586, loss_cls: 2.7006, loss: 4.2285, grad_norm: 6.3813 2021-07-03 09:21:06,211 - mmaction - INFO - Epoch [10][2220/3757] lr: 1.000e-02, eta: 6 days, 13:14:00, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.5168, top1_acc: 0.3898, top5_acc: 0.6438, loss_cls: 2.7150, loss: 4.2318, grad_norm: 6.3998 2021-07-03 09:21:27,358 - mmaction - INFO - Epoch [10][2240/3757] lr: 1.000e-02, eta: 6 days, 13:13:34, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4989, top1_acc: 0.3961, top5_acc: 0.6484, loss_cls: 2.6413, loss: 4.1402, grad_norm: 6.3694 2021-07-03 09:21:48,316 - mmaction - INFO - Epoch [10][2260/3757] lr: 1.000e-02, eta: 6 days, 13:13:05, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.6042, top1_acc: 0.3789, top5_acc: 0.6320, loss_cls: 2.8441, loss: 4.4484, grad_norm: 6.5061 2021-07-03 09:22:09,447 - mmaction - INFO - Epoch [10][2280/3757] lr: 1.000e-02, eta: 6 days, 13:12:38, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.5816, top1_acc: 0.3789, top5_acc: 0.6344, loss_cls: 2.8161, loss: 4.3976, grad_norm: 6.3252 2021-07-03 09:22:30,505 - mmaction - INFO - Epoch [10][2300/3757] lr: 1.000e-02, eta: 6 days, 13:12:11, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.4552, top1_acc: 0.4313, top5_acc: 0.6719, loss_cls: 2.5556, loss: 4.0108, grad_norm: 6.3173 2021-07-03 09:22:52,608 - mmaction - INFO - Epoch [10][2320/3757] lr: 1.000e-02, eta: 6 days, 13:11:59, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.5171, top1_acc: 0.3969, top5_acc: 0.6687, loss_cls: 2.6567, loss: 4.1738, grad_norm: 6.3508 2021-07-03 09:23:13,679 - mmaction - INFO - Epoch [10][2340/3757] lr: 1.000e-02, eta: 6 days, 13:11:32, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.5610, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.7403, loss: 4.3013, grad_norm: 6.3898 2021-07-03 09:23:34,631 - mmaction - INFO - Epoch [10][2360/3757] lr: 1.000e-02, eta: 6 days, 13:11:03, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.4710, top1_acc: 0.4070, top5_acc: 0.6562, loss_cls: 2.5994, loss: 4.0704, grad_norm: 6.2195 2021-07-03 09:23:55,868 - mmaction - INFO - Epoch [10][2380/3757] lr: 1.000e-02, eta: 6 days, 13:10:38, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.5052, top1_acc: 0.3977, top5_acc: 0.6539, loss_cls: 2.6646, loss: 4.1698, grad_norm: 6.7488 2021-07-03 09:24:17,328 - mmaction - INFO - Epoch [10][2400/3757] lr: 1.000e-02, eta: 6 days, 13:10:17, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.4847, top1_acc: 0.4203, top5_acc: 0.6586, loss_cls: 2.5966, loss: 4.0814, grad_norm: 6.0688 2021-07-03 09:24:38,382 - mmaction - INFO - Epoch [10][2420/3757] lr: 1.000e-02, eta: 6 days, 13:09:50, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.4979, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6890, loss: 4.1869, grad_norm: 6.1931 2021-07-03 09:24:59,817 - mmaction - INFO - Epoch [10][2440/3757] lr: 1.000e-02, eta: 6 days, 13:09:28, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.5362, top1_acc: 0.3891, top5_acc: 0.6500, loss_cls: 2.7190, loss: 4.2553, grad_norm: 6.5119 2021-07-03 09:25:21,167 - mmaction - INFO - Epoch [10][2460/3757] lr: 1.000e-02, eta: 6 days, 13:09:05, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.4886, top1_acc: 0.3992, top5_acc: 0.6687, loss_cls: 2.6120, loss: 4.1006, grad_norm: 6.4897 2021-07-03 09:25:42,233 - mmaction - INFO - Epoch [10][2480/3757] lr: 1.000e-02, eta: 6 days, 13:08:38, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.4914, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6407, loss: 4.1322, grad_norm: 6.5024 2021-07-03 09:26:03,438 - mmaction - INFO - Epoch [10][2500/3757] lr: 1.000e-02, eta: 6 days, 13:08:12, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.5248, top1_acc: 0.3891, top5_acc: 0.6266, loss_cls: 2.7251, loss: 4.2500, grad_norm: 6.3868 2021-07-03 09:26:24,930 - mmaction - INFO - Epoch [10][2520/3757] lr: 1.000e-02, eta: 6 days, 13:07:52, time: 1.077, data_time: 0.006, memory: 6921, loss_aux: 1.5226, top1_acc: 0.4125, top5_acc: 0.6508, loss_cls: 2.6612, loss: 4.1837, grad_norm: 6.2872 2021-07-03 09:26:46,979 - mmaction - INFO - Epoch [10][2540/3757] lr: 1.000e-02, eta: 6 days, 13:07:38, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.4999, top1_acc: 0.3937, top5_acc: 0.6555, loss_cls: 2.6778, loss: 4.1777, grad_norm: 6.2277 2021-07-03 09:27:08,302 - mmaction - INFO - Epoch [10][2560/3757] lr: 1.000e-02, eta: 6 days, 13:07:15, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.5075, top1_acc: 0.4180, top5_acc: 0.6375, loss_cls: 2.6757, loss: 4.1832, grad_norm: 6.3459 2021-07-03 09:27:29,323 - mmaction - INFO - Epoch [10][2580/3757] lr: 1.000e-02, eta: 6 days, 13:06:47, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.4647, top1_acc: 0.4164, top5_acc: 0.6766, loss_cls: 2.5946, loss: 4.0593, grad_norm: 6.3946 2021-07-03 09:27:50,394 - mmaction - INFO - Epoch [10][2600/3757] lr: 1.000e-02, eta: 6 days, 13:06:20, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.5179, top1_acc: 0.4148, top5_acc: 0.6523, loss_cls: 2.6457, loss: 4.1636, grad_norm: 6.3857 2021-07-03 09:28:11,382 - mmaction - INFO - Epoch [10][2620/3757] lr: 1.000e-02, eta: 6 days, 13:05:52, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.5496, top1_acc: 0.3953, top5_acc: 0.6383, loss_cls: 2.7631, loss: 4.3126, grad_norm: 6.4428 2021-07-03 09:28:32,908 - mmaction - INFO - Epoch [10][2640/3757] lr: 1.000e-02, eta: 6 days, 13:05:32, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.5822, top1_acc: 0.3773, top5_acc: 0.6219, loss_cls: 2.7856, loss: 4.3678, grad_norm: 6.4330 2021-07-03 09:28:54,498 - mmaction - INFO - Epoch [10][2660/3757] lr: 1.000e-02, eta: 6 days, 13:05:11, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.5074, top1_acc: 0.3914, top5_acc: 0.6453, loss_cls: 2.6828, loss: 4.1902, grad_norm: 6.3107 2021-07-03 09:29:15,795 - mmaction - INFO - Epoch [10][2680/3757] lr: 1.000e-02, eta: 6 days, 13:04:48, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.5134, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.6810, loss: 4.1944, grad_norm: 6.3773 2021-07-03 09:29:36,896 - mmaction - INFO - Epoch [10][2700/3757] lr: 1.000e-02, eta: 6 days, 13:04:22, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.4930, top1_acc: 0.4016, top5_acc: 0.6617, loss_cls: 2.6200, loss: 4.1130, grad_norm: 6.4490 2021-07-03 09:29:58,539 - mmaction - INFO - Epoch [10][2720/3757] lr: 1.000e-02, eta: 6 days, 13:04:03, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.5071, top1_acc: 0.4031, top5_acc: 0.6523, loss_cls: 2.7074, loss: 4.2145, grad_norm: 6.4692 2021-07-03 09:30:20,017 - mmaction - INFO - Epoch [10][2740/3757] lr: 1.000e-02, eta: 6 days, 13:03:41, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.5570, top1_acc: 0.3930, top5_acc: 0.6273, loss_cls: 2.7160, loss: 4.2731, grad_norm: 6.2046 2021-07-03 09:30:41,267 - mmaction - INFO - Epoch [10][2760/3757] lr: 1.000e-02, eta: 6 days, 13:03:17, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.5339, top1_acc: 0.3898, top5_acc: 0.6430, loss_cls: 2.7445, loss: 4.2784, grad_norm: 6.2818 2021-07-03 09:31:02,326 - mmaction - INFO - Epoch [10][2780/3757] lr: 1.000e-02, eta: 6 days, 13:02:50, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.5108, top1_acc: 0.4313, top5_acc: 0.6672, loss_cls: 2.6118, loss: 4.1226, grad_norm: 6.2504 2021-07-03 09:31:23,957 - mmaction - INFO - Epoch [10][2800/3757] lr: 1.000e-02, eta: 6 days, 13:02:31, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.5129, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6764, loss: 4.1893, grad_norm: 6.3584 2021-07-03 09:31:44,965 - mmaction - INFO - Epoch [10][2820/3757] lr: 1.000e-02, eta: 6 days, 13:02:03, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.5509, top1_acc: 0.4062, top5_acc: 0.6250, loss_cls: 2.7187, loss: 4.2697, grad_norm: 6.3370 2021-07-03 09:32:06,160 - mmaction - INFO - Epoch [10][2840/3757] lr: 1.000e-02, eta: 6 days, 13:01:38, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.5513, top1_acc: 0.4000, top5_acc: 0.6414, loss_cls: 2.7564, loss: 4.3077, grad_norm: 6.4322 2021-07-03 09:32:27,803 - mmaction - INFO - Epoch [10][2860/3757] lr: 1.000e-02, eta: 6 days, 13:01:19, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.5499, top1_acc: 0.3844, top5_acc: 0.6453, loss_cls: 2.7461, loss: 4.2960, grad_norm: 6.5563 2021-07-03 09:32:48,874 - mmaction - INFO - Epoch [10][2880/3757] lr: 1.000e-02, eta: 6 days, 13:00:52, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.5464, top1_acc: 0.3969, top5_acc: 0.6500, loss_cls: 2.7032, loss: 4.2496, grad_norm: 6.4396 2021-07-03 09:33:09,973 - mmaction - INFO - Epoch [10][2900/3757] lr: 1.000e-02, eta: 6 days, 13:00:25, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4588, top1_acc: 0.4125, top5_acc: 0.6859, loss_cls: 2.5495, loss: 4.0083, grad_norm: 6.3884 2021-07-03 09:33:31,214 - mmaction - INFO - Epoch [10][2920/3757] lr: 1.000e-02, eta: 6 days, 13:00:01, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.4986, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6380, loss: 4.1366, grad_norm: 6.3335 2021-07-03 09:33:52,514 - mmaction - INFO - Epoch [10][2940/3757] lr: 1.000e-02, eta: 6 days, 12:59:37, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.5079, top1_acc: 0.4141, top5_acc: 0.6711, loss_cls: 2.6619, loss: 4.1699, grad_norm: 6.4691 2021-07-03 09:34:13,580 - mmaction - INFO - Epoch [10][2960/3757] lr: 1.000e-02, eta: 6 days, 12:59:09, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.5375, top1_acc: 0.4172, top5_acc: 0.6492, loss_cls: 2.6556, loss: 4.1932, grad_norm: 6.7817 2021-07-03 09:34:35,180 - mmaction - INFO - Epoch [10][2980/3757] lr: 1.000e-02, eta: 6 days, 12:58:51, time: 1.083, data_time: 0.007, memory: 6921, loss_aux: 1.4753, top1_acc: 0.4055, top5_acc: 0.6523, loss_cls: 2.6201, loss: 4.0955, grad_norm: 6.4152 2021-07-03 09:34:56,410 - mmaction - INFO - Epoch [10][3000/3757] lr: 1.000e-02, eta: 6 days, 12:58:26, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4799, top1_acc: 0.3836, top5_acc: 0.6367, loss_cls: 2.6965, loss: 4.1763, grad_norm: 6.3250 2021-07-03 09:35:17,847 - mmaction - INFO - Epoch [10][3020/3757] lr: 1.000e-02, eta: 6 days, 12:58:04, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.5195, top1_acc: 0.4117, top5_acc: 0.6328, loss_cls: 2.7105, loss: 4.2300, grad_norm: 6.2889 2021-07-03 09:35:38,878 - mmaction - INFO - Epoch [10][3040/3757] lr: 1.000e-02, eta: 6 days, 12:57:36, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.4844, top1_acc: 0.4062, top5_acc: 0.6805, loss_cls: 2.6340, loss: 4.1183, grad_norm: 6.2420 2021-07-03 09:36:00,077 - mmaction - INFO - Epoch [10][3060/3757] lr: 1.000e-02, eta: 6 days, 12:57:12, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.5181, top1_acc: 0.3992, top5_acc: 0.6562, loss_cls: 2.6509, loss: 4.1691, grad_norm: 6.3180 2021-07-03 09:36:21,781 - mmaction - INFO - Epoch [10][3080/3757] lr: 1.000e-02, eta: 6 days, 12:56:54, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.5591, top1_acc: 0.4016, top5_acc: 0.6414, loss_cls: 2.7549, loss: 4.3140, grad_norm: 6.4203 2021-07-03 09:36:42,764 - mmaction - INFO - Epoch [10][3100/3757] lr: 1.000e-02, eta: 6 days, 12:56:25, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.5105, top1_acc: 0.4070, top5_acc: 0.6672, loss_cls: 2.6381, loss: 4.1486, grad_norm: 6.4412 2021-07-03 09:37:04,054 - mmaction - INFO - Epoch [10][3120/3757] lr: 1.000e-02, eta: 6 days, 12:56:02, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.5422, top1_acc: 0.3992, top5_acc: 0.6477, loss_cls: 2.6928, loss: 4.2350, grad_norm: 6.4394 2021-07-03 09:37:25,437 - mmaction - INFO - Epoch [10][3140/3757] lr: 1.000e-02, eta: 6 days, 12:55:39, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.5575, top1_acc: 0.3953, top5_acc: 0.6305, loss_cls: 2.7405, loss: 4.2980, grad_norm: 6.4033 2021-07-03 09:37:46,488 - mmaction - INFO - Epoch [10][3160/3757] lr: 1.000e-02, eta: 6 days, 12:55:12, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.5342, top1_acc: 0.3945, top5_acc: 0.6430, loss_cls: 2.6929, loss: 4.2270, grad_norm: 6.5860 2021-07-03 09:38:07,766 - mmaction - INFO - Epoch [10][3180/3757] lr: 1.000e-02, eta: 6 days, 12:54:48, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.5182, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.6780, loss: 4.1962, grad_norm: 6.5196 2021-07-03 09:38:29,661 - mmaction - INFO - Epoch [10][3200/3757] lr: 1.000e-02, eta: 6 days, 12:54:32, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.5002, top1_acc: 0.4008, top5_acc: 0.6367, loss_cls: 2.6765, loss: 4.1767, grad_norm: 6.3368 2021-07-03 09:38:50,797 - mmaction - INFO - Epoch [10][3220/3757] lr: 1.000e-02, eta: 6 days, 12:54:07, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.4867, top1_acc: 0.4227, top5_acc: 0.6562, loss_cls: 2.6507, loss: 4.1374, grad_norm: 6.2094 2021-07-03 09:39:12,183 - mmaction - INFO - Epoch [10][3240/3757] lr: 1.000e-02, eta: 6 days, 12:53:44, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.5231, top1_acc: 0.4008, top5_acc: 0.6719, loss_cls: 2.6538, loss: 4.1768, grad_norm: 6.3930 2021-07-03 09:39:33,277 - mmaction - INFO - Epoch [10][3260/3757] lr: 1.000e-02, eta: 6 days, 12:53:17, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4910, top1_acc: 0.4180, top5_acc: 0.6594, loss_cls: 2.6498, loss: 4.1407, grad_norm: 6.2455 2021-07-03 09:39:54,462 - mmaction - INFO - Epoch [10][3280/3757] lr: 1.000e-02, eta: 6 days, 12:52:52, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5697, top1_acc: 0.3805, top5_acc: 0.6227, loss_cls: 2.8178, loss: 4.3875, grad_norm: 6.3795 2021-07-03 09:40:15,901 - mmaction - INFO - Epoch [10][3300/3757] lr: 1.000e-02, eta: 6 days, 12:52:30, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.5962, top1_acc: 0.3688, top5_acc: 0.6156, loss_cls: 2.8644, loss: 4.4606, grad_norm: 6.4668 2021-07-03 09:40:37,478 - mmaction - INFO - Epoch [10][3320/3757] lr: 1.000e-02, eta: 6 days, 12:52:11, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.5544, top1_acc: 0.4055, top5_acc: 0.6367, loss_cls: 2.7697, loss: 4.3241, grad_norm: 6.3757 2021-07-03 09:40:58,835 - mmaction - INFO - Epoch [10][3340/3757] lr: 1.000e-02, eta: 6 days, 12:51:48, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.5193, top1_acc: 0.4102, top5_acc: 0.6430, loss_cls: 2.7004, loss: 4.2197, grad_norm: 6.4261 2021-07-03 09:41:19,953 - mmaction - INFO - Epoch [10][3360/3757] lr: 1.000e-02, eta: 6 days, 12:51:21, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5284, top1_acc: 0.4039, top5_acc: 0.6461, loss_cls: 2.6885, loss: 4.2169, grad_norm: 6.4817 2021-07-03 09:41:41,321 - mmaction - INFO - Epoch [10][3380/3757] lr: 1.000e-02, eta: 6 days, 12:50:59, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.5236, top1_acc: 0.4258, top5_acc: 0.6531, loss_cls: 2.6866, loss: 4.2102, grad_norm: 6.3492 2021-07-03 09:42:02,521 - mmaction - INFO - Epoch [10][3400/3757] lr: 1.000e-02, eta: 6 days, 12:50:34, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.4887, top1_acc: 0.4195, top5_acc: 0.6594, loss_cls: 2.6576, loss: 4.1463, grad_norm: 6.3731 2021-07-03 09:42:23,856 - mmaction - INFO - Epoch [10][3420/3757] lr: 1.000e-02, eta: 6 days, 12:50:10, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.5044, top1_acc: 0.4008, top5_acc: 0.6492, loss_cls: 2.6509, loss: 4.1552, grad_norm: 6.2935 2021-07-03 09:42:44,759 - mmaction - INFO - Epoch [10][3440/3757] lr: 1.000e-02, eta: 6 days, 12:49:42, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.5159, top1_acc: 0.4141, top5_acc: 0.6383, loss_cls: 2.6826, loss: 4.1985, grad_norm: 6.2712 2021-07-03 09:43:05,894 - mmaction - INFO - Epoch [10][3460/3757] lr: 1.000e-02, eta: 6 days, 12:49:16, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.5179, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6588, loss: 4.1767, grad_norm: 6.3892 2021-07-03 09:43:26,953 - mmaction - INFO - Epoch [10][3480/3757] lr: 1.000e-02, eta: 6 days, 12:48:48, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.5092, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.6899, loss: 4.1991, grad_norm: 6.2960 2021-07-03 09:43:48,036 - mmaction - INFO - Epoch [10][3500/3757] lr: 1.000e-02, eta: 6 days, 12:48:22, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.4877, top1_acc: 0.4180, top5_acc: 0.6617, loss_cls: 2.6363, loss: 4.1240, grad_norm: 6.3111 2021-07-03 09:44:10,201 - mmaction - INFO - Epoch [10][3520/3757] lr: 1.000e-02, eta: 6 days, 12:48:10, time: 1.108, data_time: 0.064, memory: 6921, loss_aux: 1.4874, top1_acc: 0.4180, top5_acc: 0.6602, loss_cls: 2.5838, loss: 4.0712, grad_norm: 6.1989 2021-07-03 09:44:31,047 - mmaction - INFO - Epoch [10][3540/3757] lr: 1.000e-02, eta: 6 days, 12:47:40, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.4814, top1_acc: 0.4164, top5_acc: 0.6555, loss_cls: 2.5889, loss: 4.0703, grad_norm: 6.2657 2021-07-03 09:44:52,309 - mmaction - INFO - Epoch [10][3560/3757] lr: 1.000e-02, eta: 6 days, 12:47:16, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.5334, top1_acc: 0.4164, top5_acc: 0.6508, loss_cls: 2.6941, loss: 4.2274, grad_norm: 6.4307 2021-07-03 09:45:13,213 - mmaction - INFO - Epoch [10][3580/3757] lr: 1.000e-02, eta: 6 days, 12:46:47, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.4974, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6348, loss: 4.1322, grad_norm: 6.4663 2021-07-03 09:45:34,605 - mmaction - INFO - Epoch [10][3600/3757] lr: 1.000e-02, eta: 6 days, 12:46:25, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.4888, top1_acc: 0.3961, top5_acc: 0.6602, loss_cls: 2.6640, loss: 4.1528, grad_norm: 6.3813 2021-07-03 09:45:55,693 - mmaction - INFO - Epoch [10][3620/3757] lr: 1.000e-02, eta: 6 days, 12:45:57, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4759, top1_acc: 0.4148, top5_acc: 0.6539, loss_cls: 2.6388, loss: 4.1147, grad_norm: 6.3053 2021-07-03 09:46:17,537 - mmaction - INFO - Epoch [10][3640/3757] lr: 1.000e-02, eta: 6 days, 12:45:42, time: 1.093, data_time: 0.007, memory: 6921, loss_aux: 1.4824, top1_acc: 0.4117, top5_acc: 0.6687, loss_cls: 2.6213, loss: 4.1037, grad_norm: 6.3053 2021-07-03 09:46:39,792 - mmaction - INFO - Epoch [10][3660/3757] lr: 1.000e-02, eta: 6 days, 12:45:32, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.5118, top1_acc: 0.4102, top5_acc: 0.6484, loss_cls: 2.6995, loss: 4.2113, grad_norm: 6.4102 2021-07-03 09:47:00,942 - mmaction - INFO - Epoch [10][3680/3757] lr: 1.000e-02, eta: 6 days, 12:45:06, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.5132, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.6867, loss: 4.1999, grad_norm: 6.4794 2021-07-03 09:47:22,087 - mmaction - INFO - Epoch [10][3700/3757] lr: 1.000e-02, eta: 6 days, 12:44:40, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.5404, top1_acc: 0.4078, top5_acc: 0.6391, loss_cls: 2.6812, loss: 4.2216, grad_norm: 6.4142 2021-07-03 09:47:43,199 - mmaction - INFO - Epoch [10][3720/3757] lr: 1.000e-02, eta: 6 days, 12:44:14, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.5430, top1_acc: 0.3992, top5_acc: 0.6500, loss_cls: 2.7374, loss: 4.2804, grad_norm: 6.4649 2021-07-03 09:48:05,347 - mmaction - INFO - Epoch [10][3740/3757] lr: 1.000e-02, eta: 6 days, 12:44:02, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.5477, top1_acc: 0.3922, top5_acc: 0.6656, loss_cls: 2.7014, loss: 4.2491, grad_norm: 6.5143 2021-07-03 09:48:23,349 - mmaction - INFO - Saving checkpoint at 10 epochs 2021-07-03 09:53:14,532 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-03 09:53:15,381 - mmaction - INFO - top1_acc 0.5033 top5_acc 0.7672 2021-07-03 09:53:15,381 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-03 09:53:15,420 - mmaction - INFO - mean_acc 0.5032 2021-07-03 09:53:15,428 - mmaction - INFO - Epoch(val) [10][310] top1_acc: 0.5033, top5_acc: 0.7672, mean_class_accuracy: 0.5032 2021-07-03 09:54:17,715 - mmaction - INFO - Epoch [11][20/3757] lr: 1.000e-02, eta: 6 days, 12:48:38, time: 3.112, data_time: 2.096, memory: 6921, loss_aux: 1.5618, top1_acc: 0.3812, top5_acc: 0.6383, loss_cls: 2.7637, loss: 4.3255, grad_norm: 6.4817 2021-07-03 09:54:38,700 - mmaction - INFO - Epoch [11][40/3757] lr: 1.000e-02, eta: 6 days, 12:48:10, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.5122, top1_acc: 0.4070, top5_acc: 0.6477, loss_cls: 2.6611, loss: 4.1732, grad_norm: 6.4029 2021-07-03 09:55:00,904 - mmaction - INFO - Epoch [11][60/3757] lr: 1.000e-02, eta: 6 days, 12:47:59, time: 1.109, data_time: 0.022, memory: 6921, loss_aux: 1.5404, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.6730, loss: 4.2134, grad_norm: 6.4630 2021-07-03 09:55:22,803 - mmaction - INFO - Epoch [11][80/3757] lr: 1.000e-02, eta: 6 days, 12:47:44, time: 1.098, data_time: 0.006, memory: 6921, loss_aux: 1.5436, top1_acc: 0.4031, top5_acc: 0.6547, loss_cls: 2.6751, loss: 4.2187, grad_norm: 6.3462 2021-07-03 09:55:44,094 - mmaction - INFO - Epoch [11][100/3757] lr: 1.000e-02, eta: 6 days, 12:47:20, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.4909, top1_acc: 0.4211, top5_acc: 0.6625, loss_cls: 2.6002, loss: 4.0911, grad_norm: 6.4864 2021-07-03 09:56:05,010 - mmaction - INFO - Epoch [11][120/3757] lr: 1.000e-02, eta: 6 days, 12:46:50, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.5654, top1_acc: 0.3930, top5_acc: 0.6352, loss_cls: 2.7655, loss: 4.3310, grad_norm: 6.4133 2021-07-03 09:56:26,502 - mmaction - INFO - Epoch [11][140/3757] lr: 1.000e-02, eta: 6 days, 12:46:29, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.4938, top1_acc: 0.4211, top5_acc: 0.6461, loss_cls: 2.6346, loss: 4.1285, grad_norm: 6.3013 2021-07-03 09:56:47,679 - mmaction - INFO - Epoch [11][160/3757] lr: 1.000e-02, eta: 6 days, 12:46:04, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.4718, top1_acc: 0.4172, top5_acc: 0.6633, loss_cls: 2.5852, loss: 4.0570, grad_norm: 6.3539 2021-07-03 09:57:09,083 - mmaction - INFO - Epoch [11][180/3757] lr: 1.000e-02, eta: 6 days, 12:45:41, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.5090, top1_acc: 0.4086, top5_acc: 0.6641, loss_cls: 2.6234, loss: 4.1325, grad_norm: 6.3538 2021-07-03 09:57:29,967 - mmaction - INFO - Epoch [11][200/3757] lr: 1.000e-02, eta: 6 days, 12:45:12, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 1.5168, top1_acc: 0.4031, top5_acc: 0.6617, loss_cls: 2.7017, loss: 4.2185, grad_norm: 6.2641 2021-07-03 09:57:51,236 - mmaction - INFO - Epoch [11][220/3757] lr: 1.000e-02, eta: 6 days, 12:44:48, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.5181, top1_acc: 0.4008, top5_acc: 0.6453, loss_cls: 2.7070, loss: 4.2252, grad_norm: 6.3562 2021-07-03 09:58:12,835 - mmaction - INFO - Epoch [11][240/3757] lr: 1.000e-02, eta: 6 days, 12:44:28, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.4858, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6000, loss: 4.0859, grad_norm: 6.2052 2021-07-03 09:58:33,944 - mmaction - INFO - Epoch [11][260/3757] lr: 1.000e-02, eta: 6 days, 12:44:01, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5336, top1_acc: 0.3836, top5_acc: 0.6562, loss_cls: 2.6996, loss: 4.2332, grad_norm: 6.5389 2021-07-03 09:58:55,245 - mmaction - INFO - Epoch [11][280/3757] lr: 1.000e-02, eta: 6 days, 12:43:37, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4531, top1_acc: 0.4492, top5_acc: 0.6734, loss_cls: 2.4703, loss: 3.9234, grad_norm: 6.2356 2021-07-03 09:59:16,448 - mmaction - INFO - Epoch [11][300/3757] lr: 1.000e-02, eta: 6 days, 12:43:13, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4625, top1_acc: 0.4172, top5_acc: 0.6734, loss_cls: 2.5598, loss: 4.0223, grad_norm: 6.4191 2021-07-03 09:59:37,564 - mmaction - INFO - Epoch [11][320/3757] lr: 1.000e-02, eta: 6 days, 12:42:46, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5157, top1_acc: 0.4000, top5_acc: 0.6578, loss_cls: 2.6816, loss: 4.1973, grad_norm: 6.6083 2021-07-03 09:59:59,612 - mmaction - INFO - Epoch [11][340/3757] lr: 1.000e-02, eta: 6 days, 12:42:33, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.5475, top1_acc: 0.4055, top5_acc: 0.6508, loss_cls: 2.7185, loss: 4.2660, grad_norm: 6.4651 2021-07-03 10:00:20,999 - mmaction - INFO - Epoch [11][360/3757] lr: 1.000e-02, eta: 6 days, 12:42:10, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.5139, top1_acc: 0.4289, top5_acc: 0.6680, loss_cls: 2.6222, loss: 4.1361, grad_norm: 6.3218 2021-07-03 10:00:42,098 - mmaction - INFO - Epoch [11][380/3757] lr: 1.000e-02, eta: 6 days, 12:41:44, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.5249, top1_acc: 0.3961, top5_acc: 0.6477, loss_cls: 2.6834, loss: 4.2083, grad_norm: 6.5402 2021-07-03 10:01:03,402 - mmaction - INFO - Epoch [11][400/3757] lr: 1.000e-02, eta: 6 days, 12:41:20, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.4830, top1_acc: 0.4305, top5_acc: 0.6617, loss_cls: 2.6027, loss: 4.0858, grad_norm: 6.3643 2021-07-03 10:01:24,527 - mmaction - INFO - Epoch [11][420/3757] lr: 1.000e-02, eta: 6 days, 12:40:54, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.5425, top1_acc: 0.4086, top5_acc: 0.6445, loss_cls: 2.6899, loss: 4.2324, grad_norm: 6.3269 2021-07-03 10:01:45,618 - mmaction - INFO - Epoch [11][440/3757] lr: 1.000e-02, eta: 6 days, 12:40:27, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.5138, top1_acc: 0.3867, top5_acc: 0.6547, loss_cls: 2.6660, loss: 4.1798, grad_norm: 6.4325 2021-07-03 10:02:07,073 - mmaction - INFO - Epoch [11][460/3757] lr: 1.000e-02, eta: 6 days, 12:40:06, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.4973, top1_acc: 0.4133, top5_acc: 0.6641, loss_cls: 2.5909, loss: 4.0883, grad_norm: 6.3565 2021-07-03 10:02:29,648 - mmaction - INFO - Epoch [11][480/3757] lr: 1.000e-02, eta: 6 days, 12:40:00, time: 1.129, data_time: 0.004, memory: 6921, loss_aux: 1.4717, top1_acc: 0.4227, top5_acc: 0.6813, loss_cls: 2.5813, loss: 4.0530, grad_norm: 6.3894 2021-07-03 10:02:51,279 - mmaction - INFO - Epoch [11][500/3757] lr: 1.000e-02, eta: 6 days, 12:39:40, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.5617, top1_acc: 0.3969, top5_acc: 0.6359, loss_cls: 2.7337, loss: 4.2954, grad_norm: 6.4801 2021-07-03 10:03:12,367 - mmaction - INFO - Epoch [11][520/3757] lr: 1.000e-02, eta: 6 days, 12:39:14, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.5356, top1_acc: 0.3891, top5_acc: 0.6445, loss_cls: 2.7278, loss: 4.2634, grad_norm: 6.5064 2021-07-03 10:03:33,544 - mmaction - INFO - Epoch [11][540/3757] lr: 1.000e-02, eta: 6 days, 12:38:48, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.5251, top1_acc: 0.4023, top5_acc: 0.6391, loss_cls: 2.6972, loss: 4.2223, grad_norm: 6.4341 2021-07-03 10:03:54,588 - mmaction - INFO - Epoch [11][560/3757] lr: 1.000e-02, eta: 6 days, 12:38:21, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.5129, top1_acc: 0.4008, top5_acc: 0.6516, loss_cls: 2.6670, loss: 4.1799, grad_norm: 6.5041 2021-07-03 10:04:16,020 - mmaction - INFO - Epoch [11][580/3757] lr: 1.000e-02, eta: 6 days, 12:37:59, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.5130, top1_acc: 0.4125, top5_acc: 0.6508, loss_cls: 2.6765, loss: 4.1895, grad_norm: 6.4030 2021-07-03 10:04:38,510 - mmaction - INFO - Epoch [11][600/3757] lr: 1.000e-02, eta: 6 days, 12:37:52, time: 1.124, data_time: 0.002, memory: 6921, loss_aux: 1.4900, top1_acc: 0.4234, top5_acc: 0.6672, loss_cls: 2.6066, loss: 4.0966, grad_norm: 6.1726 2021-07-03 10:04:59,411 - mmaction - INFO - Epoch [11][620/3757] lr: 1.000e-02, eta: 6 days, 12:37:22, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.4803, top1_acc: 0.4164, top5_acc: 0.6711, loss_cls: 2.5793, loss: 4.0595, grad_norm: 6.3730 2021-07-03 10:05:20,608 - mmaction - INFO - Epoch [11][640/3757] lr: 1.000e-02, eta: 6 days, 12:36:57, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.5032, top1_acc: 0.3961, top5_acc: 0.6609, loss_cls: 2.6298, loss: 4.1331, grad_norm: 6.5862 2021-07-03 10:05:41,737 - mmaction - INFO - Epoch [11][660/3757] lr: 1.000e-02, eta: 6 days, 12:36:31, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.5172, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6743, loss: 4.1914, grad_norm: 6.3531 2021-07-03 10:06:02,900 - mmaction - INFO - Epoch [11][680/3757] lr: 1.000e-02, eta: 6 days, 12:36:06, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.5150, top1_acc: 0.4008, top5_acc: 0.6469, loss_cls: 2.6752, loss: 4.1902, grad_norm: 6.3761 2021-07-03 10:06:24,242 - mmaction - INFO - Epoch [11][700/3757] lr: 1.000e-02, eta: 6 days, 12:35:42, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.5322, top1_acc: 0.3930, top5_acc: 0.6508, loss_cls: 2.7116, loss: 4.2438, grad_norm: 6.3840 2021-07-03 10:06:45,280 - mmaction - INFO - Epoch [11][720/3757] lr: 1.000e-02, eta: 6 days, 12:35:15, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.4674, top1_acc: 0.4477, top5_acc: 0.6617, loss_cls: 2.5485, loss: 4.0158, grad_norm: 6.2010 2021-07-03 10:07:07,553 - mmaction - INFO - Epoch [11][740/3757] lr: 1.000e-02, eta: 6 days, 12:35:05, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 1.4712, top1_acc: 0.3984, top5_acc: 0.6594, loss_cls: 2.6171, loss: 4.0883, grad_norm: 6.4813 2021-07-03 10:07:29,488 - mmaction - INFO - Epoch [11][760/3757] lr: 1.000e-02, eta: 6 days, 12:34:50, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 1.4729, top1_acc: 0.4148, top5_acc: 0.6648, loss_cls: 2.6274, loss: 4.1003, grad_norm: 6.4044 2021-07-03 10:07:51,652 - mmaction - INFO - Epoch [11][780/3757] lr: 1.000e-02, eta: 6 days, 12:34:38, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.5087, top1_acc: 0.4141, top5_acc: 0.6516, loss_cls: 2.6577, loss: 4.1664, grad_norm: 6.3303 2021-07-03 10:08:12,599 - mmaction - INFO - Epoch [11][800/3757] lr: 1.000e-02, eta: 6 days, 12:34:09, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.4991, top1_acc: 0.4070, top5_acc: 0.6570, loss_cls: 2.6484, loss: 4.1475, grad_norm: 6.4408 2021-07-03 10:08:33,895 - mmaction - INFO - Epoch [11][820/3757] lr: 1.000e-02, eta: 6 days, 12:33:46, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.5620, top1_acc: 0.3883, top5_acc: 0.6352, loss_cls: 2.7623, loss: 4.3243, grad_norm: 6.6085 2021-07-03 10:08:55,006 - mmaction - INFO - Epoch [11][840/3757] lr: 1.000e-02, eta: 6 days, 12:33:20, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.5050, top1_acc: 0.4016, top5_acc: 0.6648, loss_cls: 2.6388, loss: 4.1438, grad_norm: 6.4857 2021-07-03 10:09:17,599 - mmaction - INFO - Epoch [11][860/3757] lr: 1.000e-02, eta: 6 days, 12:33:13, time: 1.128, data_time: 0.051, memory: 6921, loss_aux: 1.5340, top1_acc: 0.3930, top5_acc: 0.6570, loss_cls: 2.6619, loss: 4.1959, grad_norm: 6.5050 2021-07-03 10:09:38,626 - mmaction - INFO - Epoch [11][880/3757] lr: 1.000e-02, eta: 6 days, 12:32:46, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.4844, top1_acc: 0.4258, top5_acc: 0.6711, loss_cls: 2.6199, loss: 4.1043, grad_norm: 6.4823 2021-07-03 10:10:00,274 - mmaction - INFO - Epoch [11][900/3757] lr: 1.000e-02, eta: 6 days, 12:32:27, time: 1.083, data_time: 0.037, memory: 6921, loss_aux: 1.4673, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.5603, loss: 4.0277, grad_norm: 6.4170 2021-07-03 10:10:21,299 - mmaction - INFO - Epoch [11][920/3757] lr: 1.000e-02, eta: 6 days, 12:31:59, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.4811, top1_acc: 0.4164, top5_acc: 0.6609, loss_cls: 2.6190, loss: 4.1001, grad_norm: 6.2346 2021-07-03 10:10:42,776 - mmaction - INFO - Epoch [11][940/3757] lr: 1.000e-02, eta: 6 days, 12:31:38, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.4694, top1_acc: 0.4211, top5_acc: 0.6703, loss_cls: 2.5715, loss: 4.0409, grad_norm: 6.2812 2021-07-03 10:11:04,836 - mmaction - INFO - Epoch [11][960/3757] lr: 1.000e-02, eta: 6 days, 12:31:24, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.5452, top1_acc: 0.3875, top5_acc: 0.6477, loss_cls: 2.7182, loss: 4.2633, grad_norm: 6.5605 2021-07-03 10:11:25,965 - mmaction - INFO - Epoch [11][980/3757] lr: 1.000e-02, eta: 6 days, 12:30:58, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.5426, top1_acc: 0.3812, top5_acc: 0.6367, loss_cls: 2.7224, loss: 4.2650, grad_norm: 6.5096 2021-07-03 10:11:46,876 - mmaction - INFO - Epoch [11][1000/3757] lr: 1.000e-02, eta: 6 days, 12:30:29, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.4998, top1_acc: 0.4109, top5_acc: 0.6773, loss_cls: 2.6301, loss: 4.1298, grad_norm: 6.3182 2021-07-03 10:12:08,262 - mmaction - INFO - Epoch [11][1020/3757] lr: 1.000e-02, eta: 6 days, 12:30:07, time: 1.068, data_time: 0.007, memory: 6921, loss_aux: 1.4855, top1_acc: 0.4109, top5_acc: 0.6523, loss_cls: 2.6170, loss: 4.1024, grad_norm: 6.3239 2021-07-03 10:12:29,966 - mmaction - INFO - Epoch [11][1040/3757] lr: 1.000e-02, eta: 6 days, 12:29:49, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.5025, top1_acc: 0.4180, top5_acc: 0.6609, loss_cls: 2.6285, loss: 4.1310, grad_norm: 6.4565 2021-07-03 10:12:51,613 - mmaction - INFO - Epoch [11][1060/3757] lr: 1.000e-02, eta: 6 days, 12:29:29, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.5212, top1_acc: 0.3992, top5_acc: 0.6461, loss_cls: 2.6814, loss: 4.2026, grad_norm: 6.5347 2021-07-03 10:13:13,600 - mmaction - INFO - Epoch [11][1080/3757] lr: 1.000e-02, eta: 6 days, 12:29:16, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.5257, top1_acc: 0.3992, top5_acc: 0.6641, loss_cls: 2.6630, loss: 4.1887, grad_norm: 6.5382 2021-07-03 10:13:34,549 - mmaction - INFO - Epoch [11][1100/3757] lr: 1.000e-02, eta: 6 days, 12:28:47, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.5414, top1_acc: 0.3898, top5_acc: 0.6523, loss_cls: 2.7507, loss: 4.2921, grad_norm: 6.6902 2021-07-03 10:13:55,581 - mmaction - INFO - Epoch [11][1120/3757] lr: 1.000e-02, eta: 6 days, 12:28:19, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.5016, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6729, loss: 4.1745, grad_norm: 6.2933 2021-07-03 10:14:17,781 - mmaction - INFO - Epoch [11][1140/3757] lr: 1.000e-02, eta: 6 days, 12:28:08, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.4857, top1_acc: 0.4289, top5_acc: 0.6594, loss_cls: 2.5884, loss: 4.0741, grad_norm: 6.1149 2021-07-03 10:14:38,700 - mmaction - INFO - Epoch [11][1160/3757] lr: 1.000e-02, eta: 6 days, 12:27:39, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.5039, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.6229, loss: 4.1269, grad_norm: 6.4514 2021-07-03 10:14:59,818 - mmaction - INFO - Epoch [11][1180/3757] lr: 1.000e-02, eta: 6 days, 12:27:13, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.5087, top1_acc: 0.4219, top5_acc: 0.6430, loss_cls: 2.6444, loss: 4.1531, grad_norm: 6.3413 2021-07-03 10:15:21,484 - mmaction - INFO - Epoch [11][1200/3757] lr: 1.000e-02, eta: 6 days, 12:26:54, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.5160, top1_acc: 0.3984, top5_acc: 0.6648, loss_cls: 2.6578, loss: 4.1738, grad_norm: 6.5638 2021-07-03 10:15:42,616 - mmaction - INFO - Epoch [11][1220/3757] lr: 1.000e-02, eta: 6 days, 12:26:28, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.5127, top1_acc: 0.4234, top5_acc: 0.6680, loss_cls: 2.6375, loss: 4.1502, grad_norm: 6.3684 2021-07-03 10:16:03,615 - mmaction - INFO - Epoch [11][1240/3757] lr: 1.000e-02, eta: 6 days, 12:26:01, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.4990, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6709, loss: 4.1699, grad_norm: 6.3550 2021-07-03 10:16:25,536 - mmaction - INFO - Epoch [11][1260/3757] lr: 1.000e-02, eta: 6 days, 12:25:45, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.5219, top1_acc: 0.4039, top5_acc: 0.6445, loss_cls: 2.7111, loss: 4.2330, grad_norm: 6.3916 2021-07-03 10:16:46,623 - mmaction - INFO - Epoch [11][1280/3757] lr: 1.000e-02, eta: 6 days, 12:25:19, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4634, top1_acc: 0.4258, top5_acc: 0.6672, loss_cls: 2.5648, loss: 4.0282, grad_norm: 6.4374 2021-07-03 10:17:07,695 - mmaction - INFO - Epoch [11][1300/3757] lr: 1.000e-02, eta: 6 days, 12:24:51, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.4902, top1_acc: 0.4055, top5_acc: 0.6773, loss_cls: 2.6393, loss: 4.1295, grad_norm: 6.5541 2021-07-03 10:17:30,149 - mmaction - INFO - Epoch [11][1320/3757] lr: 1.000e-02, eta: 6 days, 12:24:44, time: 1.125, data_time: 0.004, memory: 6921, loss_aux: 1.4960, top1_acc: 0.4242, top5_acc: 0.6719, loss_cls: 2.5982, loss: 4.0943, grad_norm: 6.4725 2021-07-03 10:17:51,274 - mmaction - INFO - Epoch [11][1340/3757] lr: 1.000e-02, eta: 6 days, 12:24:18, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.5046, top1_acc: 0.4117, top5_acc: 0.6539, loss_cls: 2.6283, loss: 4.1329, grad_norm: 6.5724 2021-07-03 10:18:13,218 - mmaction - INFO - Epoch [11][1360/3757] lr: 1.000e-02, eta: 6 days, 12:24:02, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.5437, top1_acc: 0.3977, top5_acc: 0.6414, loss_cls: 2.7167, loss: 4.2604, grad_norm: 6.4473 2021-07-03 10:18:34,133 - mmaction - INFO - Epoch [11][1380/3757] lr: 1.000e-02, eta: 6 days, 12:23:34, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.5315, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.6734, loss: 4.2049, grad_norm: 6.4268 2021-07-03 10:18:55,433 - mmaction - INFO - Epoch [11][1400/3757] lr: 1.000e-02, eta: 6 days, 12:23:10, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.5045, top1_acc: 0.4117, top5_acc: 0.6539, loss_cls: 2.6694, loss: 4.1739, grad_norm: 6.4612 2021-07-03 10:19:16,678 - mmaction - INFO - Epoch [11][1420/3757] lr: 1.000e-02, eta: 6 days, 12:22:46, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.5396, top1_acc: 0.3930, top5_acc: 0.6445, loss_cls: 2.7198, loss: 4.2595, grad_norm: 6.3494 2021-07-03 10:19:39,327 - mmaction - INFO - Epoch [11][1440/3757] lr: 1.000e-02, eta: 6 days, 12:22:40, time: 1.133, data_time: 0.004, memory: 6921, loss_aux: 1.5336, top1_acc: 0.3992, top5_acc: 0.6609, loss_cls: 2.6710, loss: 4.2046, grad_norm: 6.4123 2021-07-03 10:20:00,200 - mmaction - INFO - Epoch [11][1460/3757] lr: 1.000e-02, eta: 6 days, 12:22:11, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.5160, top1_acc: 0.3891, top5_acc: 0.6375, loss_cls: 2.6860, loss: 4.2020, grad_norm: 6.4729 2021-07-03 10:20:21,266 - mmaction - INFO - Epoch [11][1480/3757] lr: 1.000e-02, eta: 6 days, 12:21:44, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.5008, top1_acc: 0.3961, top5_acc: 0.6562, loss_cls: 2.6291, loss: 4.1300, grad_norm: 6.4282 2021-07-03 10:20:43,539 - mmaction - INFO - Epoch [11][1500/3757] lr: 1.000e-02, eta: 6 days, 12:21:34, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 1.5025, top1_acc: 0.4062, top5_acc: 0.6758, loss_cls: 2.6506, loss: 4.1531, grad_norm: 6.5388 2021-07-03 10:21:04,906 - mmaction - INFO - Epoch [11][1520/3757] lr: 1.000e-02, eta: 6 days, 12:21:10, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.5066, top1_acc: 0.4266, top5_acc: 0.6594, loss_cls: 2.6025, loss: 4.1091, grad_norm: 6.2493 2021-07-03 10:21:26,730 - mmaction - INFO - Epoch [11][1540/3757] lr: 1.000e-02, eta: 6 days, 12:20:54, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 1.5175, top1_acc: 0.4086, top5_acc: 0.6508, loss_cls: 2.7122, loss: 4.2296, grad_norm: 6.3748 2021-07-03 10:21:48,243 - mmaction - INFO - Epoch [11][1560/3757] lr: 1.000e-02, eta: 6 days, 12:20:33, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.5308, top1_acc: 0.3914, top5_acc: 0.6461, loss_cls: 2.7172, loss: 4.2480, grad_norm: 6.3781 2021-07-03 10:22:10,233 - mmaction - INFO - Epoch [11][1580/3757] lr: 1.000e-02, eta: 6 days, 12:20:19, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 1.5089, top1_acc: 0.4047, top5_acc: 0.6422, loss_cls: 2.6828, loss: 4.1918, grad_norm: 6.3404 2021-07-03 10:22:31,221 - mmaction - INFO - Epoch [11][1600/3757] lr: 1.000e-02, eta: 6 days, 12:19:51, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.4998, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.7020, loss: 4.2018, grad_norm: 6.2563 2021-07-03 10:22:52,857 - mmaction - INFO - Epoch [11][1620/3757] lr: 1.000e-02, eta: 6 days, 12:19:32, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.4823, top1_acc: 0.4266, top5_acc: 0.6547, loss_cls: 2.5687, loss: 4.0510, grad_norm: 6.4566 2021-07-03 10:23:14,393 - mmaction - INFO - Epoch [11][1640/3757] lr: 1.000e-02, eta: 6 days, 12:19:11, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.5108, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.6473, loss: 4.1581, grad_norm: 6.5223 2021-07-03 10:23:35,475 - mmaction - INFO - Epoch [11][1660/3757] lr: 1.000e-02, eta: 6 days, 12:18:44, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.5771, top1_acc: 0.4016, top5_acc: 0.6383, loss_cls: 2.7672, loss: 4.3443, grad_norm: 6.5459 2021-07-03 10:23:57,103 - mmaction - INFO - Epoch [11][1680/3757] lr: 1.000e-02, eta: 6 days, 12:18:25, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.5178, top1_acc: 0.3961, top5_acc: 0.6406, loss_cls: 2.7552, loss: 4.2730, grad_norm: 6.3833 2021-07-03 10:24:18,058 - mmaction - INFO - Epoch [11][1700/3757] lr: 1.000e-02, eta: 6 days, 12:17:57, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.5041, top1_acc: 0.3992, top5_acc: 0.6430, loss_cls: 2.6701, loss: 4.1742, grad_norm: 6.2220 2021-07-03 10:24:39,138 - mmaction - INFO - Epoch [11][1720/3757] lr: 1.000e-02, eta: 6 days, 12:17:30, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4954, top1_acc: 0.4242, top5_acc: 0.6656, loss_cls: 2.5914, loss: 4.0868, grad_norm: 6.2901 2021-07-03 10:25:00,343 - mmaction - INFO - Epoch [11][1740/3757] lr: 1.000e-02, eta: 6 days, 12:17:05, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.5194, top1_acc: 0.4086, top5_acc: 0.6703, loss_cls: 2.6358, loss: 4.1552, grad_norm: 6.7642 2021-07-03 10:25:21,698 - mmaction - INFO - Epoch [11][1760/3757] lr: 1.000e-02, eta: 6 days, 12:16:43, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.5109, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.6978, loss: 4.2087, grad_norm: 6.5688 2021-07-03 10:25:42,784 - mmaction - INFO - Epoch [11][1780/3757] lr: 1.000e-02, eta: 6 days, 12:16:16, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.5035, top1_acc: 0.3930, top5_acc: 0.6508, loss_cls: 2.6610, loss: 4.1645, grad_norm: 6.3680 2021-07-03 10:26:05,174 - mmaction - INFO - Epoch [11][1800/3757] lr: 1.000e-02, eta: 6 days, 12:16:07, time: 1.121, data_time: 0.004, memory: 6921, loss_aux: 1.5101, top1_acc: 0.4109, top5_acc: 0.6617, loss_cls: 2.6679, loss: 4.1781, grad_norm: 6.4159 2021-07-03 10:26:26,709 - mmaction - INFO - Epoch [11][1820/3757] lr: 1.000e-02, eta: 6 days, 12:15:46, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.4627, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.5931, loss: 4.0558, grad_norm: 6.5161 2021-07-03 10:26:47,675 - mmaction - INFO - Epoch [11][1840/3757] lr: 1.000e-02, eta: 6 days, 12:15:18, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.4980, top1_acc: 0.4281, top5_acc: 0.6555, loss_cls: 2.6275, loss: 4.1255, grad_norm: 6.3139 2021-07-03 10:27:08,834 - mmaction - INFO - Epoch [11][1860/3757] lr: 1.000e-02, eta: 6 days, 12:14:53, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.5198, top1_acc: 0.4047, top5_acc: 0.6570, loss_cls: 2.6909, loss: 4.2108, grad_norm: 6.3866 2021-07-03 10:27:30,401 - mmaction - INFO - Epoch [11][1880/3757] lr: 1.000e-02, eta: 6 days, 12:14:33, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.4951, top1_acc: 0.4031, top5_acc: 0.6492, loss_cls: 2.6543, loss: 4.1493, grad_norm: 6.3628 2021-07-03 10:27:52,026 - mmaction - INFO - Epoch [11][1900/3757] lr: 1.000e-02, eta: 6 days, 12:14:13, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.4873, top1_acc: 0.4273, top5_acc: 0.6516, loss_cls: 2.6321, loss: 4.1194, grad_norm: 6.3075 2021-07-03 10:28:13,110 - mmaction - INFO - Epoch [11][1920/3757] lr: 1.000e-02, eta: 6 days, 12:13:46, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.5161, top1_acc: 0.3992, top5_acc: 0.6617, loss_cls: 2.6606, loss: 4.1767, grad_norm: 6.4570 2021-07-03 10:28:35,065 - mmaction - INFO - Epoch [11][1940/3757] lr: 1.000e-02, eta: 6 days, 12:13:32, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.4814, top1_acc: 0.4188, top5_acc: 0.6625, loss_cls: 2.5838, loss: 4.0653, grad_norm: 6.1439 2021-07-03 10:28:56,059 - mmaction - INFO - Epoch [11][1960/3757] lr: 1.000e-02, eta: 6 days, 12:13:04, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.4759, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6113, loss: 4.0872, grad_norm: 6.3485 2021-07-03 10:29:17,116 - mmaction - INFO - Epoch [11][1980/3757] lr: 1.000e-02, eta: 6 days, 12:12:37, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.5170, top1_acc: 0.4000, top5_acc: 0.6555, loss_cls: 2.7024, loss: 4.2194, grad_norm: 6.5440 2021-07-03 10:29:38,513 - mmaction - INFO - Epoch [11][2000/3757] lr: 1.000e-02, eta: 6 days, 12:12:15, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.4626, top1_acc: 0.4109, top5_acc: 0.6672, loss_cls: 2.5783, loss: 4.0409, grad_norm: 6.2157 2021-07-03 10:30:00,262 - mmaction - INFO - Epoch [11][2020/3757] lr: 1.000e-02, eta: 6 days, 12:11:57, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.5094, top1_acc: 0.4008, top5_acc: 0.6578, loss_cls: 2.6546, loss: 4.1640, grad_norm: 6.4066 2021-07-03 10:30:21,301 - mmaction - INFO - Epoch [11][2040/3757] lr: 1.000e-02, eta: 6 days, 12:11:29, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.4726, top1_acc: 0.4094, top5_acc: 0.6531, loss_cls: 2.6531, loss: 4.1257, grad_norm: 6.2206 2021-07-03 10:30:42,613 - mmaction - INFO - Epoch [11][2060/3757] lr: 1.000e-02, eta: 6 days, 12:11:06, time: 1.067, data_time: 0.007, memory: 6921, loss_aux: 1.5497, top1_acc: 0.3898, top5_acc: 0.6445, loss_cls: 2.7406, loss: 4.2904, grad_norm: 6.3173 2021-07-03 10:31:04,781 - mmaction - INFO - Epoch [11][2080/3757] lr: 1.000e-02, eta: 6 days, 12:10:54, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.4926, top1_acc: 0.4070, top5_acc: 0.6648, loss_cls: 2.5926, loss: 4.0852, grad_norm: 6.4099 2021-07-03 10:31:25,766 - mmaction - INFO - Epoch [11][2100/3757] lr: 1.000e-02, eta: 6 days, 12:10:26, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.5400, top1_acc: 0.4039, top5_acc: 0.6359, loss_cls: 2.7381, loss: 4.2781, grad_norm: 6.7130 2021-07-03 10:31:47,033 - mmaction - INFO - Epoch [11][2120/3757] lr: 1.000e-02, eta: 6 days, 12:10:02, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.5086, top1_acc: 0.4281, top5_acc: 0.6617, loss_cls: 2.6368, loss: 4.1454, grad_norm: 6.4325 2021-07-03 10:32:09,191 - mmaction - INFO - Epoch [11][2140/3757] lr: 1.000e-02, eta: 6 days, 12:09:50, time: 1.111, data_time: 0.006, memory: 6921, loss_aux: 1.5135, top1_acc: 0.3930, top5_acc: 0.6344, loss_cls: 2.7169, loss: 4.2304, grad_norm: 6.4026 2021-07-03 10:32:30,306 - mmaction - INFO - Epoch [11][2160/3757] lr: 1.000e-02, eta: 6 days, 12:09:24, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4646, top1_acc: 0.4469, top5_acc: 0.6766, loss_cls: 2.5249, loss: 3.9895, grad_norm: 6.0863 2021-07-03 10:32:51,469 - mmaction - INFO - Epoch [11][2180/3757] lr: 1.000e-02, eta: 6 days, 12:08:59, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.5619, top1_acc: 0.4047, top5_acc: 0.6555, loss_cls: 2.7347, loss: 4.2966, grad_norm: 6.3743 2021-07-03 10:33:12,534 - mmaction - INFO - Epoch [11][2200/3757] lr: 1.000e-02, eta: 6 days, 12:08:32, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.4684, top1_acc: 0.4055, top5_acc: 0.6578, loss_cls: 2.6312, loss: 4.0995, grad_norm: 6.4584 2021-07-03 10:33:33,555 - mmaction - INFO - Epoch [11][2220/3757] lr: 1.000e-02, eta: 6 days, 12:08:05, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.5236, top1_acc: 0.3852, top5_acc: 0.6539, loss_cls: 2.7440, loss: 4.2676, grad_norm: 6.4994 2021-07-03 10:33:55,424 - mmaction - INFO - Epoch [11][2240/3757] lr: 1.000e-02, eta: 6 days, 12:07:49, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.4157, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.4874, loss: 3.9031, grad_norm: 6.0869 2021-07-03 10:34:16,780 - mmaction - INFO - Epoch [11][2260/3757] lr: 1.000e-02, eta: 6 days, 12:07:26, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.4903, top1_acc: 0.4414, top5_acc: 0.6656, loss_cls: 2.6190, loss: 4.1093, grad_norm: 6.3522 2021-07-03 10:34:38,115 - mmaction - INFO - Epoch [11][2280/3757] lr: 1.000e-02, eta: 6 days, 12:07:03, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.5052, top1_acc: 0.4062, top5_acc: 0.6727, loss_cls: 2.6305, loss: 4.1356, grad_norm: 6.3890 2021-07-03 10:34:59,517 - mmaction - INFO - Epoch [11][2300/3757] lr: 1.000e-02, eta: 6 days, 12:06:40, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.4888, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.6063, loss: 4.0951, grad_norm: 6.2298 2021-07-03 10:35:21,284 - mmaction - INFO - Epoch [11][2320/3757] lr: 1.000e-02, eta: 6 days, 12:06:23, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.4721, top1_acc: 0.4180, top5_acc: 0.6703, loss_cls: 2.5675, loss: 4.0396, grad_norm: 6.3482 2021-07-03 10:35:42,413 - mmaction - INFO - Epoch [11][2340/3757] lr: 1.000e-02, eta: 6 days, 12:05:57, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.5196, top1_acc: 0.4016, top5_acc: 0.6594, loss_cls: 2.6859, loss: 4.2056, grad_norm: 6.4429 2021-07-03 10:36:03,542 - mmaction - INFO - Epoch [11][2360/3757] lr: 1.000e-02, eta: 6 days, 12:05:31, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4903, top1_acc: 0.4031, top5_acc: 0.6633, loss_cls: 2.6498, loss: 4.1401, grad_norm: 6.4453 2021-07-03 10:36:24,741 - mmaction - INFO - Epoch [11][2380/3757] lr: 1.000e-02, eta: 6 days, 12:05:06, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.4929, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.5731, loss: 4.0660, grad_norm: 6.3814 2021-07-03 10:36:46,180 - mmaction - INFO - Epoch [11][2400/3757] lr: 1.000e-02, eta: 6 days, 12:04:44, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.5126, top1_acc: 0.4055, top5_acc: 0.6422, loss_cls: 2.7030, loss: 4.2156, grad_norm: 6.4172 2021-07-03 10:37:07,578 - mmaction - INFO - Epoch [11][2420/3757] lr: 1.000e-02, eta: 6 days, 12:04:22, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.5145, top1_acc: 0.3961, top5_acc: 0.6508, loss_cls: 2.6936, loss: 4.2081, grad_norm: 6.2892 2021-07-03 10:37:28,778 - mmaction - INFO - Epoch [11][2440/3757] lr: 1.000e-02, eta: 6 days, 12:03:57, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.5354, top1_acc: 0.3922, top5_acc: 0.6453, loss_cls: 2.7567, loss: 4.2921, grad_norm: 6.3192 2021-07-03 10:37:50,238 - mmaction - INFO - Epoch [11][2460/3757] lr: 1.000e-02, eta: 6 days, 12:03:36, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.4978, top1_acc: 0.4109, top5_acc: 0.6523, loss_cls: 2.6745, loss: 4.1722, grad_norm: 6.1976 2021-07-03 10:38:11,104 - mmaction - INFO - Epoch [11][2480/3757] lr: 1.000e-02, eta: 6 days, 12:03:07, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.5052, top1_acc: 0.4055, top5_acc: 0.6641, loss_cls: 2.6622, loss: 4.1674, grad_norm: 6.3911 2021-07-03 10:38:32,277 - mmaction - INFO - Epoch [11][2500/3757] lr: 1.000e-02, eta: 6 days, 12:02:41, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.5486, top1_acc: 0.3914, top5_acc: 0.6531, loss_cls: 2.7390, loss: 4.2876, grad_norm: 6.3425 2021-07-03 10:38:53,663 - mmaction - INFO - Epoch [11][2520/3757] lr: 1.000e-02, eta: 6 days, 12:02:18, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.5135, top1_acc: 0.4344, top5_acc: 0.6594, loss_cls: 2.6704, loss: 4.1840, grad_norm: 6.2187 2021-07-03 10:39:14,689 - mmaction - INFO - Epoch [11][2540/3757] lr: 1.000e-02, eta: 6 days, 12:01:51, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.5291, top1_acc: 0.3828, top5_acc: 0.6469, loss_cls: 2.7252, loss: 4.2544, grad_norm: 6.4072 2021-07-03 10:39:37,398 - mmaction - INFO - Epoch [11][2560/3757] lr: 1.000e-02, eta: 6 days, 12:01:46, time: 1.136, data_time: 0.004, memory: 6921, loss_aux: 1.5146, top1_acc: 0.4008, top5_acc: 0.6547, loss_cls: 2.6673, loss: 4.1819, grad_norm: 6.5076 2021-07-03 10:39:58,252 - mmaction - INFO - Epoch [11][2580/3757] lr: 1.000e-02, eta: 6 days, 12:01:17, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.5379, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7065, loss: 4.2444, grad_norm: 6.5046 2021-07-03 10:40:19,345 - mmaction - INFO - Epoch [11][2600/3757] lr: 1.000e-02, eta: 6 days, 12:00:51, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.4460, top1_acc: 0.4109, top5_acc: 0.6547, loss_cls: 2.5658, loss: 4.0117, grad_norm: 6.3567 2021-07-03 10:40:40,723 - mmaction - INFO - Epoch [11][2620/3757] lr: 1.000e-02, eta: 6 days, 12:00:28, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.5356, top1_acc: 0.4000, top5_acc: 0.6367, loss_cls: 2.7024, loss: 4.2379, grad_norm: 6.3477 2021-07-03 10:41:02,823 - mmaction - INFO - Epoch [11][2640/3757] lr: 1.000e-02, eta: 6 days, 12:00:15, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.4854, top1_acc: 0.4188, top5_acc: 0.6703, loss_cls: 2.6029, loss: 4.0883, grad_norm: 6.4827 2021-07-03 10:41:23,956 - mmaction - INFO - Epoch [11][2660/3757] lr: 1.000e-02, eta: 6 days, 11:59:49, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.4984, top1_acc: 0.4039, top5_acc: 0.6438, loss_cls: 2.6899, loss: 4.1883, grad_norm: 6.3118 2021-07-03 10:41:45,143 - mmaction - INFO - Epoch [11][2680/3757] lr: 1.000e-02, eta: 6 days, 11:59:24, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.4621, top1_acc: 0.4320, top5_acc: 0.6836, loss_cls: 2.5391, loss: 4.0012, grad_norm: 6.3749 2021-07-03 10:42:06,588 - mmaction - INFO - Epoch [11][2700/3757] lr: 1.000e-02, eta: 6 days, 11:59:03, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.5220, top1_acc: 0.3937, top5_acc: 0.6469, loss_cls: 2.6898, loss: 4.2118, grad_norm: 6.5045 2021-07-03 10:42:27,757 - mmaction - INFO - Epoch [11][2720/3757] lr: 1.000e-02, eta: 6 days, 11:58:37, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.5143, top1_acc: 0.3969, top5_acc: 0.6406, loss_cls: 2.6941, loss: 4.2084, grad_norm: 6.4329 2021-07-03 10:42:48,965 - mmaction - INFO - Epoch [11][2740/3757] lr: 1.000e-02, eta: 6 days, 11:58:12, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.4054, top1_acc: 0.4375, top5_acc: 0.7047, loss_cls: 2.4472, loss: 3.8526, grad_norm: 6.3591 2021-07-03 10:43:11,520 - mmaction - INFO - Epoch [11][2760/3757] lr: 1.000e-02, eta: 6 days, 11:58:05, time: 1.129, data_time: 0.003, memory: 6921, loss_aux: 1.5474, top1_acc: 0.3820, top5_acc: 0.6367, loss_cls: 2.7651, loss: 4.3125, grad_norm: 6.6016 2021-07-03 10:43:32,551 - mmaction - INFO - Epoch [11][2780/3757] lr: 1.000e-02, eta: 6 days, 11:57:38, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.5022, top1_acc: 0.3961, top5_acc: 0.6430, loss_cls: 2.6711, loss: 4.1734, grad_norm: 6.4358 2021-07-03 10:43:53,428 - mmaction - INFO - Epoch [11][2800/3757] lr: 1.000e-02, eta: 6 days, 11:57:09, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.4432, top1_acc: 0.4414, top5_acc: 0.6734, loss_cls: 2.5593, loss: 4.0026, grad_norm: 6.3609 2021-07-03 10:44:14,683 - mmaction - INFO - Epoch [11][2820/3757] lr: 1.000e-02, eta: 6 days, 11:56:45, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.5492, top1_acc: 0.3789, top5_acc: 0.6289, loss_cls: 2.7765, loss: 4.3257, grad_norm: 6.4574 2021-07-03 10:44:36,075 - mmaction - INFO - Epoch [11][2840/3757] lr: 1.000e-02, eta: 6 days, 11:56:23, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.5129, top1_acc: 0.4117, top5_acc: 0.6516, loss_cls: 2.6470, loss: 4.1599, grad_norm: 6.2690 2021-07-03 10:44:57,812 - mmaction - INFO - Epoch [11][2860/3757] lr: 1.000e-02, eta: 6 days, 11:56:05, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.5183, top1_acc: 0.4172, top5_acc: 0.6516, loss_cls: 2.6569, loss: 4.1753, grad_norm: 6.4134 2021-07-03 10:45:18,826 - mmaction - INFO - Epoch [11][2880/3757] lr: 1.000e-02, eta: 6 days, 11:55:37, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.5165, top1_acc: 0.4133, top5_acc: 0.6555, loss_cls: 2.6489, loss: 4.1654, grad_norm: 6.4297 2021-07-03 10:45:40,447 - mmaction - INFO - Epoch [11][2900/3757] lr: 1.000e-02, eta: 6 days, 11:55:18, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.5227, top1_acc: 0.3734, top5_acc: 0.6531, loss_cls: 2.7170, loss: 4.2397, grad_norm: 6.3073 2021-07-03 10:46:01,929 - mmaction - INFO - Epoch [11][2920/3757] lr: 1.000e-02, eta: 6 days, 11:54:56, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.5041, top1_acc: 0.4305, top5_acc: 0.6602, loss_cls: 2.6627, loss: 4.1668, grad_norm: 6.3036 2021-07-03 10:46:23,825 - mmaction - INFO - Epoch [11][2940/3757] lr: 1.000e-02, eta: 6 days, 11:54:41, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.4645, top1_acc: 0.4164, top5_acc: 0.6687, loss_cls: 2.5829, loss: 4.0474, grad_norm: 6.2893 2021-07-03 10:46:45,166 - mmaction - INFO - Epoch [11][2960/3757] lr: 1.000e-02, eta: 6 days, 11:54:18, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.5609, top1_acc: 0.4008, top5_acc: 0.6461, loss_cls: 2.7459, loss: 4.3068, grad_norm: 6.5193 2021-07-03 10:47:06,591 - mmaction - INFO - Epoch [11][2980/3757] lr: 1.000e-02, eta: 6 days, 11:53:55, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.5212, top1_acc: 0.4070, top5_acc: 0.6391, loss_cls: 2.7063, loss: 4.2275, grad_norm: 6.5800 2021-07-03 10:47:27,551 - mmaction - INFO - Epoch [11][3000/3757] lr: 1.000e-02, eta: 6 days, 11:53:28, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.4858, top1_acc: 0.4258, top5_acc: 0.6711, loss_cls: 2.5942, loss: 4.0800, grad_norm: 6.4301 2021-07-03 10:47:49,247 - mmaction - INFO - Epoch [11][3020/3757] lr: 1.000e-02, eta: 6 days, 11:53:09, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.5124, top1_acc: 0.4109, top5_acc: 0.6508, loss_cls: 2.6650, loss: 4.1774, grad_norm: 6.3383 2021-07-03 10:48:10,415 - mmaction - INFO - Epoch [11][3040/3757] lr: 1.000e-02, eta: 6 days, 11:52:44, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4894, top1_acc: 0.4188, top5_acc: 0.6516, loss_cls: 2.6358, loss: 4.1252, grad_norm: 6.1919 2021-07-03 10:48:31,597 - mmaction - INFO - Epoch [11][3060/3757] lr: 1.000e-02, eta: 6 days, 11:52:19, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.5103, top1_acc: 0.4016, top5_acc: 0.6484, loss_cls: 2.6590, loss: 4.1692, grad_norm: 6.3029 2021-07-03 10:48:52,599 - mmaction - INFO - Epoch [11][3080/3757] lr: 1.000e-02, eta: 6 days, 11:51:52, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.4921, top1_acc: 0.4023, top5_acc: 0.6570, loss_cls: 2.6055, loss: 4.0975, grad_norm: 6.1777 2021-07-03 10:49:14,021 - mmaction - INFO - Epoch [11][3100/3757] lr: 1.000e-02, eta: 6 days, 11:51:29, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.5084, top1_acc: 0.3828, top5_acc: 0.6367, loss_cls: 2.7027, loss: 4.2111, grad_norm: 6.5853 2021-07-03 10:49:35,643 - mmaction - INFO - Epoch [11][3120/3757] lr: 1.000e-02, eta: 6 days, 11:51:10, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.5114, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.6203, loss: 4.1317, grad_norm: 6.2616 2021-07-03 10:49:56,878 - mmaction - INFO - Epoch [11][3140/3757] lr: 1.000e-02, eta: 6 days, 11:50:46, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.5128, top1_acc: 0.3984, top5_acc: 0.6508, loss_cls: 2.6811, loss: 4.1939, grad_norm: 6.3417 2021-07-03 10:50:17,931 - mmaction - INFO - Epoch [11][3160/3757] lr: 1.000e-02, eta: 6 days, 11:50:19, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.5046, top1_acc: 0.3820, top5_acc: 0.6516, loss_cls: 2.7134, loss: 4.2180, grad_norm: 6.5788 2021-07-03 10:50:39,318 - mmaction - INFO - Epoch [11][3180/3757] lr: 1.000e-02, eta: 6 days, 11:49:57, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.5164, top1_acc: 0.3977, top5_acc: 0.6516, loss_cls: 2.6747, loss: 4.1911, grad_norm: 6.5155 2021-07-03 10:51:01,400 - mmaction - INFO - Epoch [11][3200/3757] lr: 1.000e-02, eta: 6 days, 11:49:43, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.5095, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.6370, loss: 4.1464, grad_norm: 6.3773 2021-07-03 10:51:22,701 - mmaction - INFO - Epoch [11][3220/3757] lr: 1.000e-02, eta: 6 days, 11:49:20, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.5309, top1_acc: 0.4094, top5_acc: 0.6492, loss_cls: 2.7335, loss: 4.2643, grad_norm: 6.5084 2021-07-03 10:51:44,336 - mmaction - INFO - Epoch [11][3240/3757] lr: 1.000e-02, eta: 6 days, 11:49:01, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.4930, top1_acc: 0.4328, top5_acc: 0.6578, loss_cls: 2.5821, loss: 4.0752, grad_norm: 6.1239 2021-07-03 10:52:06,390 - mmaction - INFO - Epoch [11][3260/3757] lr: 1.000e-02, eta: 6 days, 11:48:47, time: 1.102, data_time: 0.001, memory: 6921, loss_aux: 1.5448, top1_acc: 0.3969, top5_acc: 0.6453, loss_cls: 2.7712, loss: 4.3160, grad_norm: 6.4320 2021-07-03 10:52:27,321 - mmaction - INFO - Epoch [11][3280/3757] lr: 1.000e-02, eta: 6 days, 11:48:19, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.5023, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.6203, loss: 4.1226, grad_norm: 6.4080 2021-07-03 10:52:49,492 - mmaction - INFO - Epoch [11][3300/3757] lr: 1.000e-02, eta: 6 days, 11:48:06, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.5291, top1_acc: 0.3883, top5_acc: 0.6398, loss_cls: 2.7048, loss: 4.2339, grad_norm: 6.4809 2021-07-03 10:53:10,577 - mmaction - INFO - Epoch [11][3320/3757] lr: 1.000e-02, eta: 6 days, 11:47:39, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4675, top1_acc: 0.4133, top5_acc: 0.6672, loss_cls: 2.5993, loss: 4.0668, grad_norm: 6.1939 2021-07-03 10:53:31,859 - mmaction - INFO - Epoch [11][3340/3757] lr: 1.000e-02, eta: 6 days, 11:47:16, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.5010, top1_acc: 0.4383, top5_acc: 0.6445, loss_cls: 2.6543, loss: 4.1552, grad_norm: 6.4136 2021-07-03 10:53:53,462 - mmaction - INFO - Epoch [11][3360/3757] lr: 1.000e-02, eta: 6 days, 11:46:57, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.4861, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6266, loss: 4.1127, grad_norm: 6.3781 2021-07-03 10:54:15,150 - mmaction - INFO - Epoch [11][3380/3757] lr: 1.000e-02, eta: 6 days, 11:46:38, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.5159, top1_acc: 0.4000, top5_acc: 0.6523, loss_cls: 2.6926, loss: 4.2085, grad_norm: 6.3096 2021-07-03 10:54:36,114 - mmaction - INFO - Epoch [11][3400/3757] lr: 1.000e-02, eta: 6 days, 11:46:10, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.4826, top1_acc: 0.4070, top5_acc: 0.6547, loss_cls: 2.6024, loss: 4.0850, grad_norm: 6.2581 2021-07-03 10:54:57,477 - mmaction - INFO - Epoch [11][3420/3757] lr: 1.000e-02, eta: 6 days, 11:45:47, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.4839, top1_acc: 0.4266, top5_acc: 0.6531, loss_cls: 2.6284, loss: 4.1123, grad_norm: 6.3571 2021-07-03 10:55:20,430 - mmaction - INFO - Epoch [11][3440/3757] lr: 1.000e-02, eta: 6 days, 11:45:45, time: 1.147, data_time: 0.002, memory: 6921, loss_aux: 1.5386, top1_acc: 0.4000, top5_acc: 0.6430, loss_cls: 2.7795, loss: 4.3181, grad_norm: 6.4371 2021-07-03 10:55:41,441 - mmaction - INFO - Epoch [11][3460/3757] lr: 1.000e-02, eta: 6 days, 11:45:18, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.4877, top1_acc: 0.4148, top5_acc: 0.6711, loss_cls: 2.5708, loss: 4.0585, grad_norm: 6.2639 2021-07-03 10:56:02,413 - mmaction - INFO - Epoch [11][3480/3757] lr: 1.000e-02, eta: 6 days, 11:44:50, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.5154, top1_acc: 0.4000, top5_acc: 0.6414, loss_cls: 2.6732, loss: 4.1887, grad_norm: 6.4255 2021-07-03 10:56:23,511 - mmaction - INFO - Epoch [11][3500/3757] lr: 1.000e-02, eta: 6 days, 11:44:24, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.5308, top1_acc: 0.4141, top5_acc: 0.6523, loss_cls: 2.7158, loss: 4.2466, grad_norm: 6.4420 2021-07-03 10:56:44,748 - mmaction - INFO - Epoch [11][3520/3757] lr: 1.000e-02, eta: 6 days, 11:43:59, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.5486, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.7016, loss: 4.2501, grad_norm: 6.5164 2021-07-03 10:57:06,012 - mmaction - INFO - Epoch [11][3540/3757] lr: 1.000e-02, eta: 6 days, 11:43:35, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4758, top1_acc: 0.4188, top5_acc: 0.6500, loss_cls: 2.6283, loss: 4.1041, grad_norm: 6.3210 2021-07-03 10:57:27,209 - mmaction - INFO - Epoch [11][3560/3757] lr: 1.000e-02, eta: 6 days, 11:43:10, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5112, top1_acc: 0.4023, top5_acc: 0.6555, loss_cls: 2.6686, loss: 4.1798, grad_norm: 6.3935 2021-07-03 10:57:48,082 - mmaction - INFO - Epoch [11][3580/3757] lr: 1.000e-02, eta: 6 days, 11:42:42, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.4645, top1_acc: 0.4156, top5_acc: 0.6633, loss_cls: 2.5962, loss: 4.0607, grad_norm: 6.3397 2021-07-03 10:58:09,674 - mmaction - INFO - Epoch [11][3600/3757] lr: 1.000e-02, eta: 6 days, 11:42:22, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.5358, top1_acc: 0.4109, top5_acc: 0.6469, loss_cls: 2.7054, loss: 4.2412, grad_norm: 6.2662 2021-07-03 10:58:31,621 - mmaction - INFO - Epoch [11][3620/3757] lr: 1.000e-02, eta: 6 days, 11:42:06, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.5339, top1_acc: 0.3945, top5_acc: 0.6383, loss_cls: 2.7088, loss: 4.2428, grad_norm: 6.3063 2021-07-03 10:58:53,225 - mmaction - INFO - Epoch [11][3640/3757] lr: 1.000e-02, eta: 6 days, 11:41:47, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.4836, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6429, loss: 4.1265, grad_norm: 6.3136 2021-07-03 10:59:14,236 - mmaction - INFO - Epoch [11][3660/3757] lr: 1.000e-02, eta: 6 days, 11:41:20, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.4510, top1_acc: 0.4062, top5_acc: 0.6664, loss_cls: 2.5747, loss: 4.0258, grad_norm: 6.3422 2021-07-03 10:59:35,528 - mmaction - INFO - Epoch [11][3680/3757] lr: 1.000e-02, eta: 6 days, 11:40:55, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.4417, top1_acc: 0.4398, top5_acc: 0.6641, loss_cls: 2.5454, loss: 3.9870, grad_norm: 6.1131 2021-07-03 10:59:57,593 - mmaction - INFO - Epoch [11][3700/3757] lr: 1.000e-02, eta: 6 days, 11:40:42, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 1.4648, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5783, loss: 4.0430, grad_norm: 6.4641 2021-07-03 11:00:18,856 - mmaction - INFO - Epoch [11][3720/3757] lr: 1.000e-02, eta: 6 days, 11:40:18, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.4590, top1_acc: 0.4188, top5_acc: 0.6687, loss_cls: 2.5803, loss: 4.0392, grad_norm: 6.3244 2021-07-03 11:00:40,130 - mmaction - INFO - Epoch [11][3740/3757] lr: 1.000e-02, eta: 6 days, 11:39:55, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.4400, top1_acc: 0.4398, top5_acc: 0.6766, loss_cls: 2.5239, loss: 3.9639, grad_norm: 6.4946 2021-07-03 11:00:58,368 - mmaction - INFO - Saving checkpoint at 11 epochs 2021-07-03 11:02:01,068 - mmaction - INFO - Epoch [12][20/3757] lr: 1.000e-02, eta: 6 days, 11:43:45, time: 3.055, data_time: 2.001, memory: 6921, loss_aux: 1.5249, top1_acc: 0.4188, top5_acc: 0.6453, loss_cls: 2.6747, loss: 4.1996, grad_norm: 6.3721 2021-07-03 11:02:23,262 - mmaction - INFO - Epoch [12][40/3757] lr: 1.000e-02, eta: 6 days, 11:43:33, time: 1.110, data_time: 0.048, memory: 6921, loss_aux: 1.4947, top1_acc: 0.4320, top5_acc: 0.6609, loss_cls: 2.6019, loss: 4.0966, grad_norm: 6.2834 2021-07-03 11:02:44,904 - mmaction - INFO - Epoch [12][60/3757] lr: 1.000e-02, eta: 6 days, 11:43:14, time: 1.083, data_time: 0.028, memory: 6921, loss_aux: 1.4881, top1_acc: 0.4180, top5_acc: 0.6586, loss_cls: 2.6137, loss: 4.1019, grad_norm: 6.3435 2021-07-03 11:03:07,799 - mmaction - INFO - Epoch [12][80/3757] lr: 1.000e-02, eta: 6 days, 11:43:10, time: 1.144, data_time: 0.003, memory: 6921, loss_aux: 1.4738, top1_acc: 0.4125, top5_acc: 0.6641, loss_cls: 2.5876, loss: 4.0615, grad_norm: 6.5069 2021-07-03 11:03:28,999 - mmaction - INFO - Epoch [12][100/3757] lr: 1.000e-02, eta: 6 days, 11:42:45, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.4744, top1_acc: 0.4266, top5_acc: 0.6617, loss_cls: 2.5684, loss: 4.0428, grad_norm: 6.4479 2021-07-03 11:03:50,339 - mmaction - INFO - Epoch [12][120/3757] lr: 1.000e-02, eta: 6 days, 11:42:22, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.4349, top1_acc: 0.4273, top5_acc: 0.6773, loss_cls: 2.5393, loss: 3.9743, grad_norm: 6.4097 2021-07-03 11:04:11,437 - mmaction - INFO - Epoch [12][140/3757] lr: 1.000e-02, eta: 6 days, 11:41:56, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.4719, top1_acc: 0.4016, top5_acc: 0.6773, loss_cls: 2.5489, loss: 4.0208, grad_norm: 6.2663 2021-07-03 11:04:33,105 - mmaction - INFO - Epoch [12][160/3757] lr: 1.000e-02, eta: 6 days, 11:41:37, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.4737, top1_acc: 0.4328, top5_acc: 0.6578, loss_cls: 2.5756, loss: 4.0493, grad_norm: 6.4448 2021-07-03 11:04:54,297 - mmaction - INFO - Epoch [12][180/3757] lr: 1.000e-02, eta: 6 days, 11:41:12, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5017, top1_acc: 0.4000, top5_acc: 0.6336, loss_cls: 2.6904, loss: 4.1921, grad_norm: 6.4036 2021-07-03 11:05:15,225 - mmaction - INFO - Epoch [12][200/3757] lr: 1.000e-02, eta: 6 days, 11:40:44, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.4727, top1_acc: 0.4242, top5_acc: 0.6695, loss_cls: 2.5814, loss: 4.0541, grad_norm: 6.4400 2021-07-03 11:05:36,217 - mmaction - INFO - Epoch [12][220/3757] lr: 1.000e-02, eta: 6 days, 11:40:16, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.4861, top1_acc: 0.4289, top5_acc: 0.6766, loss_cls: 2.5558, loss: 4.0419, grad_norm: 6.5760 2021-07-03 11:05:58,329 - mmaction - INFO - Epoch [12][240/3757] lr: 1.000e-02, eta: 6 days, 11:40:03, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.5017, top1_acc: 0.4039, top5_acc: 0.6367, loss_cls: 2.6870, loss: 4.1887, grad_norm: 6.5711 2021-07-03 11:06:20,763 - mmaction - INFO - Epoch [12][260/3757] lr: 1.000e-02, eta: 6 days, 11:39:53, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 1.4825, top1_acc: 0.4141, top5_acc: 0.6531, loss_cls: 2.6281, loss: 4.1106, grad_norm: 6.3882 2021-07-03 11:06:42,352 - mmaction - INFO - Epoch [12][280/3757] lr: 1.000e-02, eta: 6 days, 11:39:33, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.4551, top1_acc: 0.4133, top5_acc: 0.6742, loss_cls: 2.5922, loss: 4.0473, grad_norm: 6.3817 2021-07-03 11:07:03,843 - mmaction - INFO - Epoch [12][300/3757] lr: 1.000e-02, eta: 6 days, 11:39:12, time: 1.074, data_time: 0.007, memory: 6921, loss_aux: 1.4897, top1_acc: 0.4211, top5_acc: 0.6562, loss_cls: 2.6027, loss: 4.0924, grad_norm: 6.3204 2021-07-03 11:07:25,117 - mmaction - INFO - Epoch [12][320/3757] lr: 1.000e-02, eta: 6 days, 11:38:47, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.4616, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.5553, loss: 4.0169, grad_norm: 6.2634 2021-07-03 11:07:46,348 - mmaction - INFO - Epoch [12][340/3757] lr: 1.000e-02, eta: 6 days, 11:38:23, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.4807, top1_acc: 0.4047, top5_acc: 0.6695, loss_cls: 2.6015, loss: 4.0822, grad_norm: 6.3510 2021-07-03 11:08:07,695 - mmaction - INFO - Epoch [12][360/3757] lr: 1.000e-02, eta: 6 days, 11:38:00, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.4442, top1_acc: 0.4344, top5_acc: 0.6773, loss_cls: 2.5072, loss: 3.9514, grad_norm: 6.2441 2021-07-03 11:08:29,024 - mmaction - INFO - Epoch [12][380/3757] lr: 1.000e-02, eta: 6 days, 11:37:37, time: 1.069, data_time: 0.006, memory: 6921, loss_aux: 1.5163, top1_acc: 0.4242, top5_acc: 0.6508, loss_cls: 2.6826, loss: 4.1989, grad_norm: 6.5008 2021-07-03 11:08:50,006 - mmaction - INFO - Epoch [12][400/3757] lr: 1.000e-02, eta: 6 days, 11:37:10, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.5446, top1_acc: 0.3875, top5_acc: 0.6242, loss_cls: 2.7494, loss: 4.2940, grad_norm: 6.5867 2021-07-03 11:09:11,824 - mmaction - INFO - Epoch [12][420/3757] lr: 1.000e-02, eta: 6 days, 11:36:52, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.5068, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.6451, loss: 4.1520, grad_norm: 6.4316 2021-07-03 11:09:33,320 - mmaction - INFO - Epoch [12][440/3757] lr: 1.000e-02, eta: 6 days, 11:36:31, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.4827, top1_acc: 0.4070, top5_acc: 0.6578, loss_cls: 2.6208, loss: 4.1035, grad_norm: 6.3261 2021-07-03 11:09:55,746 - mmaction - INFO - Epoch [12][460/3757] lr: 1.000e-02, eta: 6 days, 11:36:22, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 1.4702, top1_acc: 0.4281, top5_acc: 0.6656, loss_cls: 2.5737, loss: 4.0439, grad_norm: 6.3402 2021-07-03 11:10:16,895 - mmaction - INFO - Epoch [12][480/3757] lr: 1.000e-02, eta: 6 days, 11:35:56, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.5094, top1_acc: 0.4164, top5_acc: 0.6445, loss_cls: 2.6659, loss: 4.1753, grad_norm: 6.4306 2021-07-03 11:10:38,193 - mmaction - INFO - Epoch [12][500/3757] lr: 1.000e-02, eta: 6 days, 11:35:32, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.5322, top1_acc: 0.4125, top5_acc: 0.6453, loss_cls: 2.7019, loss: 4.2341, grad_norm: 6.3237 2021-07-03 11:10:59,654 - mmaction - INFO - Epoch [12][520/3757] lr: 1.000e-02, eta: 6 days, 11:35:11, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.5326, top1_acc: 0.4031, top5_acc: 0.6281, loss_cls: 2.7231, loss: 4.2557, grad_norm: 6.3367 2021-07-03 11:11:21,953 - mmaction - INFO - Epoch [12][540/3757] lr: 1.000e-02, eta: 6 days, 11:35:00, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.4702, top1_acc: 0.3969, top5_acc: 0.6625, loss_cls: 2.6101, loss: 4.0804, grad_norm: 6.3468 2021-07-03 11:11:42,850 - mmaction - INFO - Epoch [12][560/3757] lr: 1.000e-02, eta: 6 days, 11:34:31, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.4563, top1_acc: 0.4195, top5_acc: 0.6609, loss_cls: 2.5530, loss: 4.0093, grad_norm: 6.3063 2021-07-03 11:12:04,097 - mmaction - INFO - Epoch [12][580/3757] lr: 1.000e-02, eta: 6 days, 11:34:07, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.4677, top1_acc: 0.4313, top5_acc: 0.6531, loss_cls: 2.6179, loss: 4.0857, grad_norm: 6.2986 2021-07-03 11:12:25,928 - mmaction - INFO - Epoch [12][600/3757] lr: 1.000e-02, eta: 6 days, 11:33:50, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.4328, top1_acc: 0.4242, top5_acc: 0.6844, loss_cls: 2.4997, loss: 3.9326, grad_norm: 6.3295 2021-07-03 11:12:46,952 - mmaction - INFO - Epoch [12][620/3757] lr: 1.000e-02, eta: 6 days, 11:33:23, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.4438, top1_acc: 0.4352, top5_acc: 0.6711, loss_cls: 2.5498, loss: 3.9936, grad_norm: 6.3573 2021-07-03 11:13:08,207 - mmaction - INFO - Epoch [12][640/3757] lr: 1.000e-02, eta: 6 days, 11:32:59, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.5081, top1_acc: 0.4125, top5_acc: 0.6539, loss_cls: 2.6318, loss: 4.1399, grad_norm: 6.4839 2021-07-03 11:13:29,828 - mmaction - INFO - Epoch [12][660/3757] lr: 1.000e-02, eta: 6 days, 11:32:39, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.5356, top1_acc: 0.4039, top5_acc: 0.6398, loss_cls: 2.7242, loss: 4.2598, grad_norm: 6.4804 2021-07-03 11:13:51,608 - mmaction - INFO - Epoch [12][680/3757] lr: 1.000e-02, eta: 6 days, 11:32:22, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.4979, top1_acc: 0.4109, top5_acc: 0.6461, loss_cls: 2.6798, loss: 4.1777, grad_norm: 6.3396 2021-07-03 11:14:13,515 - mmaction - INFO - Epoch [12][700/3757] lr: 1.000e-02, eta: 6 days, 11:32:05, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.4802, top1_acc: 0.4305, top5_acc: 0.6797, loss_cls: 2.5438, loss: 4.0240, grad_norm: 6.3562 2021-07-03 11:14:35,441 - mmaction - INFO - Epoch [12][720/3757] lr: 1.000e-02, eta: 6 days, 11:31:50, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.4855, top1_acc: 0.4125, top5_acc: 0.6609, loss_cls: 2.6230, loss: 4.1085, grad_norm: 6.2940 2021-07-03 11:14:56,750 - mmaction - INFO - Epoch [12][740/3757] lr: 1.000e-02, eta: 6 days, 11:31:26, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.5027, top1_acc: 0.4164, top5_acc: 0.6516, loss_cls: 2.6798, loss: 4.1826, grad_norm: 6.5357 2021-07-03 11:15:17,850 - mmaction - INFO - Epoch [12][760/3757] lr: 1.000e-02, eta: 6 days, 11:31:00, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4875, top1_acc: 0.4117, top5_acc: 0.6656, loss_cls: 2.6463, loss: 4.1339, grad_norm: 6.4290 2021-07-03 11:15:38,800 - mmaction - INFO - Epoch [12][780/3757] lr: 1.000e-02, eta: 6 days, 11:30:32, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.5321, top1_acc: 0.4125, top5_acc: 0.6578, loss_cls: 2.7234, loss: 4.2554, grad_norm: 6.4283 2021-07-03 11:15:59,995 - mmaction - INFO - Epoch [12][800/3757] lr: 1.000e-02, eta: 6 days, 11:30:07, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.5232, top1_acc: 0.4156, top5_acc: 0.6492, loss_cls: 2.6599, loss: 4.1831, grad_norm: 6.3872 2021-07-03 11:16:21,336 - mmaction - INFO - Epoch [12][820/3757] lr: 1.000e-02, eta: 6 days, 11:29:44, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.5864, top1_acc: 0.3945, top5_acc: 0.6352, loss_cls: 2.7993, loss: 4.3857, grad_norm: 6.6772 2021-07-03 11:16:43,493 - mmaction - INFO - Epoch [12][840/3757] lr: 1.000e-02, eta: 6 days, 11:29:31, time: 1.107, data_time: 0.001, memory: 6921, loss_aux: 1.5207, top1_acc: 0.4234, top5_acc: 0.6430, loss_cls: 2.6678, loss: 4.1885, grad_norm: 6.3478 2021-07-03 11:17:04,585 - mmaction - INFO - Epoch [12][860/3757] lr: 1.000e-02, eta: 6 days, 11:29:05, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4381, top1_acc: 0.4344, top5_acc: 0.6687, loss_cls: 2.5609, loss: 3.9990, grad_norm: 6.1405 2021-07-03 11:17:26,433 - mmaction - INFO - Epoch [12][880/3757] lr: 1.000e-02, eta: 6 days, 11:28:48, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.4569, top1_acc: 0.4203, top5_acc: 0.6727, loss_cls: 2.5547, loss: 4.0116, grad_norm: 6.2310 2021-07-03 11:17:47,524 - mmaction - INFO - Epoch [12][900/3757] lr: 1.000e-02, eta: 6 days, 11:28:21, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.5161, top1_acc: 0.4086, top5_acc: 0.6664, loss_cls: 2.6820, loss: 4.1981, grad_norm: 6.5562 2021-07-03 11:18:08,562 - mmaction - INFO - Epoch [12][920/3757] lr: 1.000e-02, eta: 6 days, 11:27:54, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.4606, top1_acc: 0.4188, top5_acc: 0.6609, loss_cls: 2.5908, loss: 4.0513, grad_norm: 6.4628 2021-07-03 11:18:30,818 - mmaction - INFO - Epoch [12][940/3757] lr: 1.000e-02, eta: 6 days, 11:27:43, time: 1.115, data_time: 0.005, memory: 6921, loss_aux: 1.5198, top1_acc: 0.4102, top5_acc: 0.6625, loss_cls: 2.6424, loss: 4.1623, grad_norm: 6.3640 2021-07-03 11:18:52,177 - mmaction - INFO - Epoch [12][960/3757] lr: 1.000e-02, eta: 6 days, 11:27:20, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.4917, top1_acc: 0.4188, top5_acc: 0.6469, loss_cls: 2.6492, loss: 4.1409, grad_norm: 6.3776 2021-07-03 11:19:14,111 - mmaction - INFO - Epoch [12][980/3757] lr: 1.000e-02, eta: 6 days, 11:27:04, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.4712, top1_acc: 0.4289, top5_acc: 0.6625, loss_cls: 2.5668, loss: 4.0380, grad_norm: 6.2768 2021-07-03 11:19:35,281 - mmaction - INFO - Epoch [12][1000/3757] lr: 1.000e-02, eta: 6 days, 11:26:39, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.5007, top1_acc: 0.4203, top5_acc: 0.6398, loss_cls: 2.6504, loss: 4.1510, grad_norm: 6.3565 2021-07-03 11:19:56,512 - mmaction - INFO - Epoch [12][1020/3757] lr: 1.000e-02, eta: 6 days, 11:26:14, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4228, top1_acc: 0.4516, top5_acc: 0.6836, loss_cls: 2.4821, loss: 3.9049, grad_norm: 6.1436 2021-07-03 11:20:19,070 - mmaction - INFO - Epoch [12][1040/3757] lr: 1.000e-02, eta: 6 days, 11:26:06, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 1.4532, top1_acc: 0.4148, top5_acc: 0.6672, loss_cls: 2.5975, loss: 4.0507, grad_norm: 6.3049 2021-07-03 11:20:40,233 - mmaction - INFO - Epoch [12][1060/3757] lr: 1.000e-02, eta: 6 days, 11:25:41, time: 1.060, data_time: 0.008, memory: 6921, loss_aux: 1.5273, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6878, loss: 4.2151, grad_norm: 6.2810 2021-07-03 11:21:01,367 - mmaction - INFO - Epoch [12][1080/3757] lr: 1.000e-02, eta: 6 days, 11:25:15, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.5145, top1_acc: 0.4125, top5_acc: 0.6555, loss_cls: 2.6826, loss: 4.1971, grad_norm: 6.4946 2021-07-03 11:21:23,503 - mmaction - INFO - Epoch [12][1100/3757] lr: 1.000e-02, eta: 6 days, 11:25:03, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.4611, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.5508, loss: 4.0119, grad_norm: 6.3044 2021-07-03 11:21:44,601 - mmaction - INFO - Epoch [12][1120/3757] lr: 1.000e-02, eta: 6 days, 11:24:36, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5215, top1_acc: 0.4008, top5_acc: 0.6656, loss_cls: 2.6707, loss: 4.1922, grad_norm: 6.4985 2021-07-03 11:22:05,815 - mmaction - INFO - Epoch [12][1140/3757] lr: 1.000e-02, eta: 6 days, 11:24:12, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.5022, top1_acc: 0.4070, top5_acc: 0.6609, loss_cls: 2.6542, loss: 4.1564, grad_norm: 6.5257 2021-07-03 11:22:27,534 - mmaction - INFO - Epoch [12][1160/3757] lr: 1.000e-02, eta: 6 days, 11:23:53, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.5024, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.5827, loss: 4.0851, grad_norm: 6.5197 2021-07-03 11:22:48,822 - mmaction - INFO - Epoch [12][1180/3757] lr: 1.000e-02, eta: 6 days, 11:23:29, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.5010, top1_acc: 0.4195, top5_acc: 0.6562, loss_cls: 2.6248, loss: 4.1257, grad_norm: 6.3703 2021-07-03 11:23:10,589 - mmaction - INFO - Epoch [12][1200/3757] lr: 1.000e-02, eta: 6 days, 11:23:11, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.4968, top1_acc: 0.4328, top5_acc: 0.6773, loss_cls: 2.5810, loss: 4.0778, grad_norm: 6.4553 2021-07-03 11:23:32,241 - mmaction - INFO - Epoch [12][1220/3757] lr: 1.000e-02, eta: 6 days, 11:22:52, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.5132, top1_acc: 0.4164, top5_acc: 0.6594, loss_cls: 2.6102, loss: 4.1234, grad_norm: 6.5445 2021-07-03 11:23:54,612 - mmaction - INFO - Epoch [12][1240/3757] lr: 1.000e-02, eta: 6 days, 11:22:42, time: 1.118, data_time: 0.002, memory: 6921, loss_aux: 1.4813, top1_acc: 0.4125, top5_acc: 0.6586, loss_cls: 2.6349, loss: 4.1162, grad_norm: 6.5462 2021-07-03 11:24:15,673 - mmaction - INFO - Epoch [12][1260/3757] lr: 1.000e-02, eta: 6 days, 11:22:15, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.4670, top1_acc: 0.4117, top5_acc: 0.6734, loss_cls: 2.5826, loss: 4.0496, grad_norm: 6.4008 2021-07-03 11:24:37,000 - mmaction - INFO - Epoch [12][1280/3757] lr: 1.000e-02, eta: 6 days, 11:21:52, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.4911, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.6187, loss: 4.1098, grad_norm: 6.4680 2021-07-03 11:24:58,176 - mmaction - INFO - Epoch [12][1300/3757] lr: 1.000e-02, eta: 6 days, 11:21:27, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4965, top1_acc: 0.4156, top5_acc: 0.6648, loss_cls: 2.6252, loss: 4.1217, grad_norm: 6.3467 2021-07-03 11:25:19,421 - mmaction - INFO - Epoch [12][1320/3757] lr: 1.000e-02, eta: 6 days, 11:21:02, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.5049, top1_acc: 0.4148, top5_acc: 0.6484, loss_cls: 2.6608, loss: 4.1657, grad_norm: 6.3828 2021-07-03 11:25:41,230 - mmaction - INFO - Epoch [12][1340/3757] lr: 1.000e-02, eta: 6 days, 11:20:45, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.4753, top1_acc: 0.4094, top5_acc: 0.6742, loss_cls: 2.5649, loss: 4.0402, grad_norm: 6.4038 2021-07-03 11:26:02,872 - mmaction - INFO - Epoch [12][1360/3757] lr: 1.000e-02, eta: 6 days, 11:20:26, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.4728, top1_acc: 0.4117, top5_acc: 0.6711, loss_cls: 2.5607, loss: 4.0335, grad_norm: 6.4613 2021-07-03 11:26:24,328 - mmaction - INFO - Epoch [12][1380/3757] lr: 1.000e-02, eta: 6 days, 11:20:04, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.4363, top1_acc: 0.4391, top5_acc: 0.6805, loss_cls: 2.4944, loss: 3.9307, grad_norm: 6.2345 2021-07-03 11:26:46,254 - mmaction - INFO - Epoch [12][1400/3757] lr: 1.000e-02, eta: 6 days, 11:19:48, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.5099, top1_acc: 0.3937, top5_acc: 0.6523, loss_cls: 2.6616, loss: 4.1715, grad_norm: 6.7192 2021-07-03 11:27:07,463 - mmaction - INFO - Epoch [12][1420/3757] lr: 1.000e-02, eta: 6 days, 11:19:23, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4775, top1_acc: 0.4141, top5_acc: 0.6578, loss_cls: 2.6159, loss: 4.0933, grad_norm: 6.2123 2021-07-03 11:27:29,058 - mmaction - INFO - Epoch [12][1440/3757] lr: 1.000e-02, eta: 6 days, 11:19:03, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.4575, top1_acc: 0.4305, top5_acc: 0.6594, loss_cls: 2.5688, loss: 4.0264, grad_norm: 6.3257 2021-07-03 11:27:50,105 - mmaction - INFO - Epoch [12][1460/3757] lr: 1.000e-02, eta: 6 days, 11:18:36, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.5097, top1_acc: 0.3969, top5_acc: 0.6422, loss_cls: 2.6947, loss: 4.2044, grad_norm: 6.7361 2021-07-03 11:28:11,480 - mmaction - INFO - Epoch [12][1480/3757] lr: 1.000e-02, eta: 6 days, 11:18:14, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.4926, top1_acc: 0.4266, top5_acc: 0.6617, loss_cls: 2.6213, loss: 4.1139, grad_norm: 6.2951 2021-07-03 11:28:33,193 - mmaction - INFO - Epoch [12][1500/3757] lr: 1.000e-02, eta: 6 days, 11:17:55, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.5098, top1_acc: 0.4266, top5_acc: 0.6656, loss_cls: 2.5996, loss: 4.1094, grad_norm: 6.3516 2021-07-03 11:28:54,163 - mmaction - INFO - Epoch [12][1520/3757] lr: 1.000e-02, eta: 6 days, 11:17:28, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.4914, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.6174, loss: 4.1087, grad_norm: 6.4378 2021-07-03 11:29:15,339 - mmaction - INFO - Epoch [12][1540/3757] lr: 1.000e-02, eta: 6 days, 11:17:03, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.5070, top1_acc: 0.4125, top5_acc: 0.6719, loss_cls: 2.5989, loss: 4.1059, grad_norm: 6.3149 2021-07-03 11:29:37,639 - mmaction - INFO - Epoch [12][1560/3757] lr: 1.000e-02, eta: 6 days, 11:16:52, time: 1.117, data_time: 0.044, memory: 6921, loss_aux: 1.4894, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5917, loss: 4.0811, grad_norm: 6.4321 2021-07-03 11:29:59,024 - mmaction - INFO - Epoch [12][1580/3757] lr: 1.000e-02, eta: 6 days, 11:16:29, time: 1.067, data_time: 0.008, memory: 6921, loss_aux: 1.4732, top1_acc: 0.4031, top5_acc: 0.6539, loss_cls: 2.6353, loss: 4.1084, grad_norm: 6.1838 2021-07-03 11:30:20,234 - mmaction - INFO - Epoch [12][1600/3757] lr: 1.000e-02, eta: 6 days, 11:16:04, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.4748, top1_acc: 0.4133, top5_acc: 0.6727, loss_cls: 2.6016, loss: 4.0764, grad_norm: 6.2203 2021-07-03 11:30:41,718 - mmaction - INFO - Epoch [12][1620/3757] lr: 1.000e-02, eta: 6 days, 11:15:43, time: 1.074, data_time: 0.032, memory: 6921, loss_aux: 1.4964, top1_acc: 0.4023, top5_acc: 0.6570, loss_cls: 2.6685, loss: 4.1649, grad_norm: 6.2869 2021-07-03 11:31:02,959 - mmaction - INFO - Epoch [12][1640/3757] lr: 1.000e-02, eta: 6 days, 11:15:19, time: 1.063, data_time: 0.024, memory: 6921, loss_aux: 1.4839, top1_acc: 0.4109, top5_acc: 0.6648, loss_cls: 2.5984, loss: 4.0823, grad_norm: 6.3206 2021-07-03 11:31:24,663 - mmaction - INFO - Epoch [12][1660/3757] lr: 1.000e-02, eta: 6 days, 11:14:59, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 1.5307, top1_acc: 0.4078, top5_acc: 0.6687, loss_cls: 2.6658, loss: 4.1965, grad_norm: 6.4076 2021-07-03 11:31:46,792 - mmaction - INFO - Epoch [12][1680/3757] lr: 1.000e-02, eta: 6 days, 11:14:46, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.4575, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5043, loss: 3.9618, grad_norm: 6.2470 2021-07-03 11:32:07,997 - mmaction - INFO - Epoch [12][1700/3757] lr: 1.000e-02, eta: 6 days, 11:14:22, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.4966, top1_acc: 0.4039, top5_acc: 0.6500, loss_cls: 2.6581, loss: 4.1547, grad_norm: 6.3837 2021-07-03 11:32:29,179 - mmaction - INFO - Epoch [12][1720/3757] lr: 1.000e-02, eta: 6 days, 11:13:57, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5190, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.6843, loss: 4.2033, grad_norm: 6.4210 2021-07-03 11:32:50,493 - mmaction - INFO - Epoch [12][1740/3757] lr: 1.000e-02, eta: 6 days, 11:13:33, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.4517, top1_acc: 0.4297, top5_acc: 0.6719, loss_cls: 2.5721, loss: 4.0238, grad_norm: 6.4682 2021-07-03 11:33:11,952 - mmaction - INFO - Epoch [12][1760/3757] lr: 1.000e-02, eta: 6 days, 11:13:11, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.5086, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.6803, loss: 4.1889, grad_norm: 6.4405 2021-07-03 11:33:33,501 - mmaction - INFO - Epoch [12][1780/3757] lr: 1.000e-02, eta: 6 days, 11:12:51, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.5159, top1_acc: 0.4133, top5_acc: 0.6516, loss_cls: 2.6691, loss: 4.1851, grad_norm: 6.3608 2021-07-03 11:33:55,146 - mmaction - INFO - Epoch [12][1800/3757] lr: 1.000e-02, eta: 6 days, 11:12:32, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.5285, top1_acc: 0.3969, top5_acc: 0.6492, loss_cls: 2.7030, loss: 4.2315, grad_norm: 6.5241 2021-07-03 11:34:16,341 - mmaction - INFO - Epoch [12][1820/3757] lr: 1.000e-02, eta: 6 days, 11:12:07, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4722, top1_acc: 0.4219, top5_acc: 0.6914, loss_cls: 2.5253, loss: 3.9974, grad_norm: 6.3451 2021-07-03 11:34:37,543 - mmaction - INFO - Epoch [12][1840/3757] lr: 1.000e-02, eta: 6 days, 11:11:42, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4174, top1_acc: 0.4133, top5_acc: 0.6719, loss_cls: 2.5051, loss: 3.9225, grad_norm: 6.1548 2021-07-03 11:34:58,792 - mmaction - INFO - Epoch [12][1860/3757] lr: 1.000e-02, eta: 6 days, 11:11:17, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.4783, top1_acc: 0.4250, top5_acc: 0.6562, loss_cls: 2.5734, loss: 4.0517, grad_norm: 6.2788 2021-07-03 11:35:21,484 - mmaction - INFO - Epoch [12][1880/3757] lr: 1.000e-02, eta: 6 days, 11:11:11, time: 1.137, data_time: 0.004, memory: 6921, loss_aux: 1.5119, top1_acc: 0.4078, top5_acc: 0.6695, loss_cls: 2.6474, loss: 4.1593, grad_norm: 6.3258 2021-07-03 11:35:42,964 - mmaction - INFO - Epoch [12][1900/3757] lr: 1.000e-02, eta: 6 days, 11:10:50, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.4945, top1_acc: 0.4367, top5_acc: 0.6617, loss_cls: 2.6166, loss: 4.1110, grad_norm: 6.2925 2021-07-03 11:36:04,052 - mmaction - INFO - Epoch [12][1920/3757] lr: 1.000e-02, eta: 6 days, 11:10:24, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5199, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.6483, loss: 4.1681, grad_norm: 6.6012 2021-07-03 11:36:25,459 - mmaction - INFO - Epoch [12][1940/3757] lr: 1.000e-02, eta: 6 days, 11:10:01, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.4659, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.6023, loss: 4.0682, grad_norm: 6.3984 2021-07-03 11:36:46,886 - mmaction - INFO - Epoch [12][1960/3757] lr: 1.000e-02, eta: 6 days, 11:09:39, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.4685, top1_acc: 0.4250, top5_acc: 0.6703, loss_cls: 2.5949, loss: 4.0633, grad_norm: 6.3088 2021-07-03 11:37:07,993 - mmaction - INFO - Epoch [12][1980/3757] lr: 1.000e-02, eta: 6 days, 11:09:13, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.4904, top1_acc: 0.4180, top5_acc: 0.6633, loss_cls: 2.6375, loss: 4.1279, grad_norm: 6.5633 2021-07-03 11:37:30,010 - mmaction - INFO - Epoch [12][2000/3757] lr: 1.000e-02, eta: 6 days, 11:08:58, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.4484, top1_acc: 0.4336, top5_acc: 0.6828, loss_cls: 2.5353, loss: 3.9837, grad_norm: 6.3642 2021-07-03 11:37:52,032 - mmaction - INFO - Epoch [12][2020/3757] lr: 1.000e-02, eta: 6 days, 11:08:44, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.4736, top1_acc: 0.4109, top5_acc: 0.6562, loss_cls: 2.6103, loss: 4.0839, grad_norm: 6.6023 2021-07-03 11:38:13,152 - mmaction - INFO - Epoch [12][2040/3757] lr: 1.000e-02, eta: 6 days, 11:08:18, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.4659, top1_acc: 0.4180, top5_acc: 0.6562, loss_cls: 2.6175, loss: 4.0834, grad_norm: 6.4213 2021-07-03 11:38:34,309 - mmaction - INFO - Epoch [12][2060/3757] lr: 1.000e-02, eta: 6 days, 11:07:52, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.5211, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6494, loss: 4.1705, grad_norm: 6.3657 2021-07-03 11:38:56,015 - mmaction - INFO - Epoch [12][2080/3757] lr: 1.000e-02, eta: 6 days, 11:07:34, time: 1.086, data_time: 0.006, memory: 6921, loss_aux: 1.4837, top1_acc: 0.4172, top5_acc: 0.6547, loss_cls: 2.6259, loss: 4.1096, grad_norm: 6.4197 2021-07-03 11:39:17,237 - mmaction - INFO - Epoch [12][2100/3757] lr: 1.000e-02, eta: 6 days, 11:07:09, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4595, top1_acc: 0.4258, top5_acc: 0.6766, loss_cls: 2.5349, loss: 3.9944, grad_norm: 6.2137 2021-07-03 11:39:38,888 - mmaction - INFO - Epoch [12][2120/3757] lr: 1.000e-02, eta: 6 days, 11:06:49, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.5004, top1_acc: 0.4102, top5_acc: 0.6414, loss_cls: 2.6578, loss: 4.1583, grad_norm: 6.3821 2021-07-03 11:40:00,619 - mmaction - INFO - Epoch [12][2140/3757] lr: 1.000e-02, eta: 6 days, 11:06:32, time: 1.089, data_time: 0.006, memory: 6921, loss_aux: 1.4433, top1_acc: 0.4328, top5_acc: 0.6922, loss_cls: 2.5026, loss: 3.9459, grad_norm: 6.3990 2021-07-03 11:40:22,170 - mmaction - INFO - Epoch [12][2160/3757] lr: 1.000e-02, eta: 6 days, 11:06:11, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.4902, top1_acc: 0.4180, top5_acc: 0.6820, loss_cls: 2.6047, loss: 4.0949, grad_norm: 6.5363 2021-07-03 11:40:43,376 - mmaction - INFO - Epoch [12][2180/3757] lr: 1.000e-02, eta: 6 days, 11:05:47, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.5007, top1_acc: 0.4164, top5_acc: 0.6695, loss_cls: 2.6201, loss: 4.1208, grad_norm: 6.5509 2021-07-03 11:41:05,352 - mmaction - INFO - Epoch [12][2200/3757] lr: 1.000e-02, eta: 6 days, 11:05:31, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.4958, top1_acc: 0.4086, top5_acc: 0.6758, loss_cls: 2.6121, loss: 4.1080, grad_norm: 6.2129 2021-07-03 11:41:26,695 - mmaction - INFO - Epoch [12][2220/3757] lr: 1.000e-02, eta: 6 days, 11:05:08, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.4049, top1_acc: 0.4562, top5_acc: 0.6891, loss_cls: 2.4480, loss: 3.8529, grad_norm: 6.1040 2021-07-03 11:41:48,264 - mmaction - INFO - Epoch [12][2240/3757] lr: 1.000e-02, eta: 6 days, 11:04:48, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.4669, top1_acc: 0.4352, top5_acc: 0.6789, loss_cls: 2.5888, loss: 4.0557, grad_norm: 6.4440 2021-07-03 11:42:09,354 - mmaction - INFO - Epoch [12][2260/3757] lr: 1.000e-02, eta: 6 days, 11:04:22, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.4364, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5479, loss: 3.9842, grad_norm: 6.3160 2021-07-03 11:42:30,643 - mmaction - INFO - Epoch [12][2280/3757] lr: 1.000e-02, eta: 6 days, 11:03:58, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4542, top1_acc: 0.4188, top5_acc: 0.6734, loss_cls: 2.5703, loss: 4.0245, grad_norm: 6.3227 2021-07-03 11:42:51,665 - mmaction - INFO - Epoch [12][2300/3757] lr: 1.000e-02, eta: 6 days, 11:03:31, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.4327, top1_acc: 0.4344, top5_acc: 0.6734, loss_cls: 2.4979, loss: 3.9306, grad_norm: 6.3710 2021-07-03 11:43:13,807 - mmaction - INFO - Epoch [12][2320/3757] lr: 1.000e-02, eta: 6 days, 11:03:18, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.4780, top1_acc: 0.4313, top5_acc: 0.6773, loss_cls: 2.5929, loss: 4.0708, grad_norm: 6.4524 2021-07-03 11:43:36,054 - mmaction - INFO - Epoch [12][2340/3757] lr: 1.000e-02, eta: 6 days, 11:03:05, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.4432, top1_acc: 0.4289, top5_acc: 0.6750, loss_cls: 2.5265, loss: 3.9696, grad_norm: 6.2462 2021-07-03 11:43:57,566 - mmaction - INFO - Epoch [12][2360/3757] lr: 1.000e-02, eta: 6 days, 11:02:44, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.4428, top1_acc: 0.4258, top5_acc: 0.6797, loss_cls: 2.5242, loss: 3.9671, grad_norm: 6.4464 2021-07-03 11:44:18,760 - mmaction - INFO - Epoch [12][2380/3757] lr: 1.000e-02, eta: 6 days, 11:02:19, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4730, top1_acc: 0.4180, top5_acc: 0.6586, loss_cls: 2.6003, loss: 4.0733, grad_norm: 6.4031 2021-07-03 11:44:40,270 - mmaction - INFO - Epoch [12][2400/3757] lr: 1.000e-02, eta: 6 days, 11:01:58, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.5100, top1_acc: 0.4156, top5_acc: 0.6523, loss_cls: 2.6778, loss: 4.1878, grad_norm: 6.3212 2021-07-03 11:45:01,875 - mmaction - INFO - Epoch [12][2420/3757] lr: 1.000e-02, eta: 6 days, 11:01:39, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.4776, top1_acc: 0.4141, top5_acc: 0.6781, loss_cls: 2.6118, loss: 4.0894, grad_norm: 6.3572 2021-07-03 11:45:23,146 - mmaction - INFO - Epoch [12][2440/3757] lr: 1.000e-02, eta: 6 days, 11:01:15, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.4904, top1_acc: 0.4086, top5_acc: 0.6594, loss_cls: 2.5911, loss: 4.0816, grad_norm: 6.3518 2021-07-03 11:45:45,069 - mmaction - INFO - Epoch [12][2460/3757] lr: 1.000e-02, eta: 6 days, 11:00:58, time: 1.095, data_time: 0.061, memory: 6921, loss_aux: 1.5095, top1_acc: 0.4031, top5_acc: 0.6578, loss_cls: 2.6516, loss: 4.1611, grad_norm: 6.4709 2021-07-03 11:46:06,406 - mmaction - INFO - Epoch [12][2480/3757] lr: 1.000e-02, eta: 6 days, 11:00:35, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.5576, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.7198, loss: 4.2774, grad_norm: 6.4244 2021-07-03 11:46:27,482 - mmaction - INFO - Epoch [12][2500/3757] lr: 1.000e-02, eta: 6 days, 11:00:09, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.4839, top1_acc: 0.4180, top5_acc: 0.6758, loss_cls: 2.5759, loss: 4.0599, grad_norm: 6.4783 2021-07-03 11:46:50,116 - mmaction - INFO - Epoch [12][2520/3757] lr: 1.000e-02, eta: 6 days, 11:00:01, time: 1.133, data_time: 0.005, memory: 6921, loss_aux: 1.4548, top1_acc: 0.4328, top5_acc: 0.6977, loss_cls: 2.5412, loss: 3.9961, grad_norm: 6.2878 2021-07-03 11:47:11,308 - mmaction - INFO - Epoch [12][2540/3757] lr: 1.000e-02, eta: 6 days, 10:59:36, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5020, top1_acc: 0.4219, top5_acc: 0.6680, loss_cls: 2.6081, loss: 4.1101, grad_norm: 6.4344 2021-07-03 11:47:32,855 - mmaction - INFO - Epoch [12][2560/3757] lr: 1.000e-02, eta: 6 days, 10:59:16, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.4871, top1_acc: 0.4148, top5_acc: 0.6648, loss_cls: 2.6189, loss: 4.1060, grad_norm: 6.3912 2021-07-03 11:47:53,908 - mmaction - INFO - Epoch [12][2580/3757] lr: 1.000e-02, eta: 6 days, 10:58:50, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.4864, top1_acc: 0.4047, top5_acc: 0.6453, loss_cls: 2.6024, loss: 4.0888, grad_norm: 6.6301 2021-07-03 11:48:15,282 - mmaction - INFO - Epoch [12][2600/3757] lr: 1.000e-02, eta: 6 days, 10:58:27, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.5116, top1_acc: 0.4141, top5_acc: 0.6578, loss_cls: 2.6561, loss: 4.1677, grad_norm: 6.4989 2021-07-03 11:48:36,574 - mmaction - INFO - Epoch [12][2620/3757] lr: 1.000e-02, eta: 6 days, 10:58:03, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.4988, top1_acc: 0.4195, top5_acc: 0.6641, loss_cls: 2.6070, loss: 4.1058, grad_norm: 6.3391 2021-07-03 11:48:58,251 - mmaction - INFO - Epoch [12][2640/3757] lr: 1.000e-02, eta: 6 days, 10:57:44, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.4852, top1_acc: 0.4242, top5_acc: 0.6617, loss_cls: 2.5957, loss: 4.0809, grad_norm: 6.4339 2021-07-03 11:49:19,507 - mmaction - INFO - Epoch [12][2660/3757] lr: 1.000e-02, eta: 6 days, 10:57:20, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.5506, top1_acc: 0.4086, top5_acc: 0.6469, loss_cls: 2.6949, loss: 4.2455, grad_norm: 6.2996 2021-07-03 11:49:40,916 - mmaction - INFO - Epoch [12][2680/3757] lr: 1.000e-02, eta: 6 days, 10:56:58, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.4732, top1_acc: 0.4172, top5_acc: 0.6773, loss_cls: 2.6077, loss: 4.0809, grad_norm: 6.3594 2021-07-03 11:50:03,002 - mmaction - INFO - Epoch [12][2700/3757] lr: 1.000e-02, eta: 6 days, 10:56:44, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.4547, top1_acc: 0.4422, top5_acc: 0.6734, loss_cls: 2.5426, loss: 3.9973, grad_norm: 6.2429 2021-07-03 11:50:24,073 - mmaction - INFO - Epoch [12][2720/3757] lr: 1.000e-02, eta: 6 days, 10:56:18, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4545, top1_acc: 0.4148, top5_acc: 0.6734, loss_cls: 2.5889, loss: 4.0434, grad_norm: 6.4008 2021-07-03 11:50:45,377 - mmaction - INFO - Epoch [12][2740/3757] lr: 1.000e-02, eta: 6 days, 10:55:54, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.5158, top1_acc: 0.4023, top5_acc: 0.6555, loss_cls: 2.6813, loss: 4.1970, grad_norm: 6.5395 2021-07-03 11:51:07,623 - mmaction - INFO - Epoch [12][2760/3757] lr: 1.000e-02, eta: 6 days, 10:55:42, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.4896, top1_acc: 0.4125, top5_acc: 0.6477, loss_cls: 2.6296, loss: 4.1192, grad_norm: 6.3157 2021-07-03 11:51:29,720 - mmaction - INFO - Epoch [12][2780/3757] lr: 1.000e-02, eta: 6 days, 10:55:27, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.4815, top1_acc: 0.4133, top5_acc: 0.6734, loss_cls: 2.5695, loss: 4.0510, grad_norm: 6.2518 2021-07-03 11:51:50,913 - mmaction - INFO - Epoch [12][2800/3757] lr: 1.000e-02, eta: 6 days, 10:55:02, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4910, top1_acc: 0.4219, top5_acc: 0.6477, loss_cls: 2.6119, loss: 4.1029, grad_norm: 6.3489 2021-07-03 11:52:12,070 - mmaction - INFO - Epoch [12][2820/3757] lr: 1.000e-02, eta: 6 days, 10:54:37, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.5167, top1_acc: 0.3859, top5_acc: 0.6312, loss_cls: 2.7663, loss: 4.2831, grad_norm: 6.4065 2021-07-03 11:52:33,209 - mmaction - INFO - Epoch [12][2840/3757] lr: 1.000e-02, eta: 6 days, 10:54:12, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.5459, top1_acc: 0.4094, top5_acc: 0.6273, loss_cls: 2.7501, loss: 4.2960, grad_norm: 6.3331 2021-07-03 11:52:54,266 - mmaction - INFO - Epoch [12][2860/3757] lr: 1.000e-02, eta: 6 days, 10:53:46, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.4891, top1_acc: 0.4164, top5_acc: 0.6648, loss_cls: 2.6310, loss: 4.1200, grad_norm: 6.3997 2021-07-03 11:53:15,455 - mmaction - INFO - Epoch [12][2880/3757] lr: 1.000e-02, eta: 6 days, 10:53:21, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4875, top1_acc: 0.4250, top5_acc: 0.6742, loss_cls: 2.5698, loss: 4.0573, grad_norm: 6.3008 2021-07-03 11:53:36,684 - mmaction - INFO - Epoch [12][2900/3757] lr: 1.000e-02, eta: 6 days, 10:52:57, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.4778, top1_acc: 0.4305, top5_acc: 0.6758, loss_cls: 2.5575, loss: 4.0353, grad_norm: 6.2062 2021-07-03 11:53:57,971 - mmaction - INFO - Epoch [12][2920/3757] lr: 1.000e-02, eta: 6 days, 10:52:32, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.4800, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6214, loss: 4.1015, grad_norm: 6.5552 2021-07-03 11:54:20,469 - mmaction - INFO - Epoch [12][2940/3757] lr: 1.000e-02, eta: 6 days, 10:52:23, time: 1.128, data_time: 0.007, memory: 6921, loss_aux: 1.5171, top1_acc: 0.4227, top5_acc: 0.6586, loss_cls: 2.6536, loss: 4.1706, grad_norm: 6.3430 2021-07-03 11:54:41,568 - mmaction - INFO - Epoch [12][2960/3757] lr: 1.000e-02, eta: 6 days, 10:51:57, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.4857, top1_acc: 0.4086, top5_acc: 0.6531, loss_cls: 2.6441, loss: 4.1298, grad_norm: 6.5527 2021-07-03 11:55:03,692 - mmaction - INFO - Epoch [12][2980/3757] lr: 1.000e-02, eta: 6 days, 10:51:43, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.5016, top1_acc: 0.4039, top5_acc: 0.6484, loss_cls: 2.6622, loss: 4.1638, grad_norm: 6.3931 2021-07-03 11:55:24,867 - mmaction - INFO - Epoch [12][3000/3757] lr: 1.000e-02, eta: 6 days, 10:51:18, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.5075, top1_acc: 0.3992, top5_acc: 0.6695, loss_cls: 2.6418, loss: 4.1492, grad_norm: 6.4434 2021-07-03 11:55:46,783 - mmaction - INFO - Epoch [12][3020/3757] lr: 1.000e-02, eta: 6 days, 10:51:02, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.4954, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6348, loss: 4.1303, grad_norm: 6.3580 2021-07-03 11:56:07,770 - mmaction - INFO - Epoch [12][3040/3757] lr: 1.000e-02, eta: 6 days, 10:50:35, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.5411, top1_acc: 0.4055, top5_acc: 0.6492, loss_cls: 2.6572, loss: 4.1983, grad_norm: 6.3540 2021-07-03 11:56:29,404 - mmaction - INFO - Epoch [12][3060/3757] lr: 1.000e-02, eta: 6 days, 10:50:15, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.5246, top1_acc: 0.3953, top5_acc: 0.6375, loss_cls: 2.6973, loss: 4.2219, grad_norm: 6.5658 2021-07-03 11:56:50,988 - mmaction - INFO - Epoch [12][3080/3757] lr: 1.000e-02, eta: 6 days, 10:49:55, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.5265, top1_acc: 0.4133, top5_acc: 0.6414, loss_cls: 2.6964, loss: 4.2229, grad_norm: 6.4612 2021-07-03 11:57:12,254 - mmaction - INFO - Epoch [12][3100/3757] lr: 1.000e-02, eta: 6 days, 10:49:31, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.4994, top1_acc: 0.4141, top5_acc: 0.6445, loss_cls: 2.6605, loss: 4.1599, grad_norm: 6.3840 2021-07-03 11:57:33,615 - mmaction - INFO - Epoch [12][3120/3757] lr: 1.000e-02, eta: 6 days, 10:49:08, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.5107, top1_acc: 0.4047, top5_acc: 0.6461, loss_cls: 2.6523, loss: 4.1630, grad_norm: 6.2799 2021-07-03 11:57:55,536 - mmaction - INFO - Epoch [12][3140/3757] lr: 1.000e-02, eta: 6 days, 10:48:52, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.5148, top1_acc: 0.3828, top5_acc: 0.6391, loss_cls: 2.7001, loss: 4.2149, grad_norm: 6.2966 2021-07-03 11:58:17,984 - mmaction - INFO - Epoch [12][3160/3757] lr: 1.000e-02, eta: 6 days, 10:48:42, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 1.4693, top1_acc: 0.4203, top5_acc: 0.6711, loss_cls: 2.5700, loss: 4.0393, grad_norm: 6.2314 2021-07-03 11:58:39,052 - mmaction - INFO - Epoch [12][3180/3757] lr: 1.000e-02, eta: 6 days, 10:48:16, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.5035, top1_acc: 0.4180, top5_acc: 0.6516, loss_cls: 2.6261, loss: 4.1296, grad_norm: 6.2748 2021-07-03 11:59:00,267 - mmaction - INFO - Epoch [12][3200/3757] lr: 1.000e-02, eta: 6 days, 10:47:52, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.4946, top1_acc: 0.4156, top5_acc: 0.6547, loss_cls: 2.6300, loss: 4.1247, grad_norm: 6.2004 2021-07-03 11:59:21,380 - mmaction - INFO - Epoch [12][3220/3757] lr: 1.000e-02, eta: 6 days, 10:47:26, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.4475, top1_acc: 0.4367, top5_acc: 0.6695, loss_cls: 2.5494, loss: 3.9968, grad_norm: 6.1435 2021-07-03 11:59:44,050 - mmaction - INFO - Epoch [12][3240/3757] lr: 1.000e-02, eta: 6 days, 10:47:18, time: 1.135, data_time: 0.004, memory: 6921, loss_aux: 1.4794, top1_acc: 0.4039, top5_acc: 0.6656, loss_cls: 2.6568, loss: 4.1363, grad_norm: 6.3094 2021-07-03 12:00:06,049 - mmaction - INFO - Epoch [12][3260/3757] lr: 1.000e-02, eta: 6 days, 10:47:03, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.4896, top1_acc: 0.3945, top5_acc: 0.6586, loss_cls: 2.6416, loss: 4.1312, grad_norm: 6.2846 2021-07-03 12:00:26,964 - mmaction - INFO - Epoch [12][3280/3757] lr: 1.000e-02, eta: 6 days, 10:46:35, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.4871, top1_acc: 0.4172, top5_acc: 0.6805, loss_cls: 2.5945, loss: 4.0816, grad_norm: 6.3950 2021-07-03 12:00:48,313 - mmaction - INFO - Epoch [12][3300/3757] lr: 1.000e-02, eta: 6 days, 10:46:12, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.3882, top1_acc: 0.4477, top5_acc: 0.7016, loss_cls: 2.4261, loss: 3.8143, grad_norm: 6.1445 2021-07-03 12:01:10,379 - mmaction - INFO - Epoch [12][3320/3757] lr: 1.000e-02, eta: 6 days, 10:45:57, time: 1.102, data_time: 0.056, memory: 6921, loss_aux: 1.5242, top1_acc: 0.4055, top5_acc: 0.6359, loss_cls: 2.7018, loss: 4.2260, grad_norm: 6.4154 2021-07-03 12:01:31,540 - mmaction - INFO - Epoch [12][3340/3757] lr: 1.000e-02, eta: 6 days, 10:45:32, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.4716, top1_acc: 0.4062, top5_acc: 0.6625, loss_cls: 2.6061, loss: 4.0777, grad_norm: 6.2932 2021-07-03 12:01:52,867 - mmaction - INFO - Epoch [12][3360/3757] lr: 1.000e-02, eta: 6 days, 10:45:09, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.4845, top1_acc: 0.4250, top5_acc: 0.6711, loss_cls: 2.6048, loss: 4.0893, grad_norm: 6.2904 2021-07-03 12:02:14,987 - mmaction - INFO - Epoch [12][3380/3757] lr: 1.000e-02, eta: 6 days, 10:44:55, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.4059, top1_acc: 0.4508, top5_acc: 0.6836, loss_cls: 2.4756, loss: 3.8815, grad_norm: 6.2029 2021-07-03 12:02:36,054 - mmaction - INFO - Epoch [12][3400/3757] lr: 1.000e-02, eta: 6 days, 10:44:29, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.4801, top1_acc: 0.4266, top5_acc: 0.6687, loss_cls: 2.6200, loss: 4.1001, grad_norm: 6.2272 2021-07-03 12:02:57,463 - mmaction - INFO - Epoch [12][3420/3757] lr: 1.000e-02, eta: 6 days, 10:44:06, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.5166, top1_acc: 0.4156, top5_acc: 0.6461, loss_cls: 2.7002, loss: 4.2168, grad_norm: 6.5042 2021-07-03 12:03:19,203 - mmaction - INFO - Epoch [12][3440/3757] lr: 1.000e-02, eta: 6 days, 10:43:48, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.4796, top1_acc: 0.4117, top5_acc: 0.6617, loss_cls: 2.6622, loss: 4.1418, grad_norm: 6.3296 2021-07-03 12:03:40,486 - mmaction - INFO - Epoch [12][3460/3757] lr: 1.000e-02, eta: 6 days, 10:43:25, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.4544, top1_acc: 0.4445, top5_acc: 0.6766, loss_cls: 2.5685, loss: 4.0229, grad_norm: 6.3007 2021-07-03 12:04:02,335 - mmaction - INFO - Epoch [12][3480/3757] lr: 1.000e-02, eta: 6 days, 10:43:08, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.5113, top1_acc: 0.4133, top5_acc: 0.6602, loss_cls: 2.6540, loss: 4.1653, grad_norm: 6.3744 2021-07-03 12:04:23,646 - mmaction - INFO - Epoch [12][3500/3757] lr: 1.000e-02, eta: 6 days, 10:42:44, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.5028, top1_acc: 0.4219, top5_acc: 0.6641, loss_cls: 2.6564, loss: 4.1591, grad_norm: 6.4949 2021-07-03 12:04:44,837 - mmaction - INFO - Epoch [12][3520/3757] lr: 1.000e-02, eta: 6 days, 10:42:19, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.5179, top1_acc: 0.4172, top5_acc: 0.6539, loss_cls: 2.7034, loss: 4.2213, grad_norm: 6.4557 2021-07-03 12:05:05,886 - mmaction - INFO - Epoch [12][3540/3757] lr: 1.000e-02, eta: 6 days, 10:41:53, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.4753, top1_acc: 0.4383, top5_acc: 0.6750, loss_cls: 2.5103, loss: 3.9856, grad_norm: 6.2088 2021-07-03 12:05:27,472 - mmaction - INFO - Epoch [12][3560/3757] lr: 1.000e-02, eta: 6 days, 10:41:33, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.4823, top1_acc: 0.4164, top5_acc: 0.6664, loss_cls: 2.5952, loss: 4.0775, grad_norm: 6.3538 2021-07-03 12:05:49,304 - mmaction - INFO - Epoch [12][3580/3757] lr: 1.000e-02, eta: 6 days, 10:41:16, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.4961, top1_acc: 0.4234, top5_acc: 0.6523, loss_cls: 2.6528, loss: 4.1489, grad_norm: 6.4882 2021-07-03 12:06:10,717 - mmaction - INFO - Epoch [12][3600/3757] lr: 1.000e-02, eta: 6 days, 10:40:53, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.4913, top1_acc: 0.4250, top5_acc: 0.6578, loss_cls: 2.6361, loss: 4.1274, grad_norm: 6.3095 2021-07-03 12:06:32,863 - mmaction - INFO - Epoch [12][3620/3757] lr: 1.000e-02, eta: 6 days, 10:40:39, time: 1.107, data_time: 0.005, memory: 6921, loss_aux: 1.4884, top1_acc: 0.4008, top5_acc: 0.6578, loss_cls: 2.6492, loss: 4.1376, grad_norm: 6.2561 2021-07-03 12:06:53,901 - mmaction - INFO - Epoch [12][3640/3757] lr: 1.000e-02, eta: 6 days, 10:40:13, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.5481, top1_acc: 0.4016, top5_acc: 0.6641, loss_cls: 2.6630, loss: 4.2111, grad_norm: 6.5452 2021-07-03 12:07:16,477 - mmaction - INFO - Epoch [12][3660/3757] lr: 1.000e-02, eta: 6 days, 10:40:04, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 1.5387, top1_acc: 0.3844, top5_acc: 0.6492, loss_cls: 2.7538, loss: 4.2925, grad_norm: 6.4965 2021-07-03 12:07:37,535 - mmaction - INFO - Epoch [12][3680/3757] lr: 1.000e-02, eta: 6 days, 10:39:38, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4325, top1_acc: 0.4266, top5_acc: 0.6906, loss_cls: 2.5378, loss: 3.9703, grad_norm: 6.2336 2021-07-03 12:07:58,669 - mmaction - INFO - Epoch [12][3700/3757] lr: 1.000e-02, eta: 6 days, 10:39:13, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4399, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5607, loss: 4.0006, grad_norm: 6.1073 2021-07-03 12:08:20,066 - mmaction - INFO - Epoch [12][3720/3757] lr: 1.000e-02, eta: 6 days, 10:38:50, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.4676, top1_acc: 0.4211, top5_acc: 0.6648, loss_cls: 2.5655, loss: 4.0331, grad_norm: 6.2291 2021-07-03 12:08:42,199 - mmaction - INFO - Epoch [12][3740/3757] lr: 1.000e-02, eta: 6 days, 10:38:37, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.4627, top1_acc: 0.4148, top5_acc: 0.6633, loss_cls: 2.5920, loss: 4.0547, grad_norm: 6.4151 2021-07-03 12:09:00,380 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-07-03 12:10:03,048 - mmaction - INFO - Epoch [13][20/3757] lr: 1.000e-02, eta: 6 days, 10:42:03, time: 3.059, data_time: 1.889, memory: 6921, loss_aux: 1.4423, top1_acc: 0.4328, top5_acc: 0.6680, loss_cls: 2.5298, loss: 3.9721, grad_norm: 6.4393 2021-07-03 12:10:25,418 - mmaction - INFO - Epoch [13][40/3757] lr: 1.000e-02, eta: 6 days, 10:41:52, time: 1.118, data_time: 0.008, memory: 6921, loss_aux: 1.4667, top1_acc: 0.4195, top5_acc: 0.6828, loss_cls: 2.5619, loss: 4.0286, grad_norm: 6.4180 2021-07-03 12:10:47,994 - mmaction - INFO - Epoch [13][60/3757] lr: 1.000e-02, eta: 6 days, 10:41:43, time: 1.129, data_time: 0.003, memory: 6921, loss_aux: 1.4833, top1_acc: 0.4227, top5_acc: 0.6633, loss_cls: 2.5675, loss: 4.0508, grad_norm: 6.4436 2021-07-03 12:11:09,487 - mmaction - INFO - Epoch [13][80/3757] lr: 1.000e-02, eta: 6 days, 10:41:22, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.4687, top1_acc: 0.4336, top5_acc: 0.6984, loss_cls: 2.5078, loss: 3.9765, grad_norm: 6.2306 2021-07-03 12:11:30,677 - mmaction - INFO - Epoch [13][100/3757] lr: 1.000e-02, eta: 6 days, 10:40:56, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4237, top1_acc: 0.4313, top5_acc: 0.6953, loss_cls: 2.4674, loss: 3.8910, grad_norm: 6.2051 2021-07-03 12:11:52,282 - mmaction - INFO - Epoch [13][120/3757] lr: 1.000e-02, eta: 6 days, 10:40:37, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.4245, top1_acc: 0.4313, top5_acc: 0.6773, loss_cls: 2.5274, loss: 3.9519, grad_norm: 6.3185 2021-07-03 12:12:14,482 - mmaction - INFO - Epoch [13][140/3757] lr: 1.000e-02, eta: 6 days, 10:40:23, time: 1.110, data_time: 0.002, memory: 6921, loss_aux: 1.4910, top1_acc: 0.4164, top5_acc: 0.6578, loss_cls: 2.5902, loss: 4.0812, grad_norm: 6.3738 2021-07-03 12:12:35,560 - mmaction - INFO - Epoch [13][160/3757] lr: 1.000e-02, eta: 6 days, 10:39:57, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.5113, top1_acc: 0.4062, top5_acc: 0.6539, loss_cls: 2.6438, loss: 4.1551, grad_norm: 6.4706 2021-07-03 12:12:57,711 - mmaction - INFO - Epoch [13][180/3757] lr: 1.000e-02, eta: 6 days, 10:39:43, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.4832, top1_acc: 0.4258, top5_acc: 0.6633, loss_cls: 2.6329, loss: 4.1161, grad_norm: 6.2708 2021-07-03 12:13:18,864 - mmaction - INFO - Epoch [13][200/3757] lr: 1.000e-02, eta: 6 days, 10:39:18, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4835, top1_acc: 0.4234, top5_acc: 0.6820, loss_cls: 2.5453, loss: 4.0288, grad_norm: 6.3267 2021-07-03 12:13:40,047 - mmaction - INFO - Epoch [13][220/3757] lr: 1.000e-02, eta: 6 days, 10:38:53, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.5039, top1_acc: 0.4234, top5_acc: 0.6602, loss_cls: 2.5911, loss: 4.0950, grad_norm: 6.4232 2021-07-03 12:14:01,724 - mmaction - INFO - Epoch [13][240/3757] lr: 1.000e-02, eta: 6 days, 10:38:34, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.4443, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5191, loss: 3.9633, grad_norm: 6.2263 2021-07-03 12:14:23,587 - mmaction - INFO - Epoch [13][260/3757] lr: 1.000e-02, eta: 6 days, 10:38:17, time: 1.092, data_time: 0.037, memory: 6921, loss_aux: 1.3949, top1_acc: 0.4383, top5_acc: 0.6875, loss_cls: 2.4335, loss: 3.8283, grad_norm: 6.1889 2021-07-03 12:14:45,343 - mmaction - INFO - Epoch [13][280/3757] lr: 1.000e-02, eta: 6 days, 10:37:58, time: 1.088, data_time: 0.061, memory: 6921, loss_aux: 1.5202, top1_acc: 0.4000, top5_acc: 0.6578, loss_cls: 2.6437, loss: 4.1639, grad_norm: 6.4753 2021-07-03 12:15:06,481 - mmaction - INFO - Epoch [13][300/3757] lr: 1.000e-02, eta: 6 days, 10:37:32, time: 1.055, data_time: 0.009, memory: 6921, loss_aux: 1.4837, top1_acc: 0.4242, top5_acc: 0.6508, loss_cls: 2.6501, loss: 4.1338, grad_norm: 6.4539 2021-07-03 12:15:28,423 - mmaction - INFO - Epoch [13][320/3757] lr: 1.000e-02, eta: 6 days, 10:37:17, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.4991, top1_acc: 0.4117, top5_acc: 0.6555, loss_cls: 2.6370, loss: 4.1361, grad_norm: 6.4273 2021-07-03 12:15:49,688 - mmaction - INFO - Epoch [13][340/3757] lr: 1.000e-02, eta: 6 days, 10:36:53, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.4943, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.6635, loss: 4.1578, grad_norm: 6.3856 2021-07-03 12:16:10,835 - mmaction - INFO - Epoch [13][360/3757] lr: 1.000e-02, eta: 6 days, 10:36:27, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.5047, top1_acc: 0.3977, top5_acc: 0.6633, loss_cls: 2.6571, loss: 4.1618, grad_norm: 6.5724 2021-07-03 12:16:33,164 - mmaction - INFO - Epoch [13][380/3757] lr: 1.000e-02, eta: 6 days, 10:36:15, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.4883, top1_acc: 0.3969, top5_acc: 0.6609, loss_cls: 2.6031, loss: 4.0914, grad_norm: 6.4324 2021-07-03 12:16:54,964 - mmaction - INFO - Epoch [13][400/3757] lr: 1.000e-02, eta: 6 days, 10:35:57, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.4794, top1_acc: 0.4227, top5_acc: 0.6531, loss_cls: 2.5927, loss: 4.0720, grad_norm: 6.3906 2021-07-03 12:17:15,911 - mmaction - INFO - Epoch [13][420/3757] lr: 1.000e-02, eta: 6 days, 10:35:30, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.4678, top1_acc: 0.4211, top5_acc: 0.6687, loss_cls: 2.5682, loss: 4.0360, grad_norm: 6.1637 2021-07-03 12:17:37,009 - mmaction - INFO - Epoch [13][440/3757] lr: 1.000e-02, eta: 6 days, 10:35:03, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4637, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.5523, loss: 4.0160, grad_norm: 6.2981 2021-07-03 12:17:57,972 - mmaction - INFO - Epoch [13][460/3757] lr: 1.000e-02, eta: 6 days, 10:34:36, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.4405, top1_acc: 0.4281, top5_acc: 0.6727, loss_cls: 2.5276, loss: 3.9681, grad_norm: 6.4454 2021-07-03 12:18:20,347 - mmaction - INFO - Epoch [13][480/3757] lr: 1.000e-02, eta: 6 days, 10:34:24, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.4847, top1_acc: 0.4188, top5_acc: 0.6734, loss_cls: 2.6178, loss: 4.1025, grad_norm: 6.3662 2021-07-03 12:18:42,167 - mmaction - INFO - Epoch [13][500/3757] lr: 1.000e-02, eta: 6 days, 10:34:07, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.4743, top1_acc: 0.4313, top5_acc: 0.6727, loss_cls: 2.5688, loss: 4.0431, grad_norm: 6.4542 2021-07-03 12:19:03,349 - mmaction - INFO - Epoch [13][520/3757] lr: 1.000e-02, eta: 6 days, 10:33:42, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3846, top1_acc: 0.4641, top5_acc: 0.6836, loss_cls: 2.4295, loss: 3.8140, grad_norm: 6.1085 2021-07-03 12:19:24,559 - mmaction - INFO - Epoch [13][540/3757] lr: 1.000e-02, eta: 6 days, 10:33:18, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4320, top1_acc: 0.4336, top5_acc: 0.6734, loss_cls: 2.5317, loss: 3.9636, grad_norm: 6.2560 2021-07-03 12:19:45,849 - mmaction - INFO - Epoch [13][560/3757] lr: 1.000e-02, eta: 6 days, 10:32:54, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.4699, top1_acc: 0.4133, top5_acc: 0.6594, loss_cls: 2.6036, loss: 4.0735, grad_norm: 6.2837 2021-07-03 12:20:07,339 - mmaction - INFO - Epoch [13][580/3757] lr: 1.000e-02, eta: 6 days, 10:32:32, time: 1.074, data_time: 0.006, memory: 6921, loss_aux: 1.4725, top1_acc: 0.4117, top5_acc: 0.6555, loss_cls: 2.6470, loss: 4.1196, grad_norm: 6.1824 2021-07-03 12:20:28,607 - mmaction - INFO - Epoch [13][600/3757] lr: 1.000e-02, eta: 6 days, 10:32:08, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.4217, top1_acc: 0.4250, top5_acc: 0.6859, loss_cls: 2.5276, loss: 3.9493, grad_norm: 6.3340 2021-07-03 12:20:50,752 - mmaction - INFO - Epoch [13][620/3757] lr: 1.000e-02, eta: 6 days, 10:31:54, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.4201, top1_acc: 0.4352, top5_acc: 0.6945, loss_cls: 2.4824, loss: 3.9026, grad_norm: 6.2781 2021-07-03 12:21:12,110 - mmaction - INFO - Epoch [13][640/3757] lr: 1.000e-02, eta: 6 days, 10:31:32, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.5263, top1_acc: 0.4094, top5_acc: 0.6586, loss_cls: 2.6834, loss: 4.2097, grad_norm: 6.4358 2021-07-03 12:21:33,253 - mmaction - INFO - Epoch [13][660/3757] lr: 1.000e-02, eta: 6 days, 10:31:06, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.4217, top1_acc: 0.4391, top5_acc: 0.6797, loss_cls: 2.4849, loss: 3.9066, grad_norm: 6.2150 2021-07-03 12:21:54,420 - mmaction - INFO - Epoch [13][680/3757] lr: 1.000e-02, eta: 6 days, 10:30:41, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.4711, top1_acc: 0.4320, top5_acc: 0.6695, loss_cls: 2.5349, loss: 4.0060, grad_norm: 6.4291 2021-07-03 12:22:15,795 - mmaction - INFO - Epoch [13][700/3757] lr: 1.000e-02, eta: 6 days, 10:30:18, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.4915, top1_acc: 0.4180, top5_acc: 0.6656, loss_cls: 2.6211, loss: 4.1126, grad_norm: 6.4306 2021-07-03 12:22:37,027 - mmaction - INFO - Epoch [13][720/3757] lr: 1.000e-02, eta: 6 days, 10:29:54, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.5363, top1_acc: 0.3977, top5_acc: 0.6547, loss_cls: 2.6762, loss: 4.2125, grad_norm: 6.5488 2021-07-03 12:22:59,313 - mmaction - INFO - Epoch [13][740/3757] lr: 1.000e-02, eta: 6 days, 10:29:42, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 1.5104, top1_acc: 0.4109, top5_acc: 0.6484, loss_cls: 2.6700, loss: 4.1804, grad_norm: 6.5006 2021-07-03 12:23:20,229 - mmaction - INFO - Epoch [13][760/3757] lr: 1.000e-02, eta: 6 days, 10:29:14, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.4414, top1_acc: 0.4219, top5_acc: 0.6695, loss_cls: 2.5566, loss: 3.9980, grad_norm: 6.3295 2021-07-03 12:23:41,320 - mmaction - INFO - Epoch [13][780/3757] lr: 1.000e-02, eta: 6 days, 10:28:47, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.4790, top1_acc: 0.4344, top5_acc: 0.6758, loss_cls: 2.5297, loss: 4.0088, grad_norm: 6.4046 2021-07-03 12:24:02,515 - mmaction - INFO - Epoch [13][800/3757] lr: 1.000e-02, eta: 6 days, 10:28:23, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.4634, top1_acc: 0.4125, top5_acc: 0.6680, loss_cls: 2.5867, loss: 4.0500, grad_norm: 6.5748 2021-07-03 12:24:23,783 - mmaction - INFO - Epoch [13][820/3757] lr: 1.000e-02, eta: 6 days, 10:27:59, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.4718, top1_acc: 0.4133, top5_acc: 0.6813, loss_cls: 2.5596, loss: 4.0314, grad_norm: 6.3047 2021-07-03 12:24:45,438 - mmaction - INFO - Epoch [13][840/3757] lr: 1.000e-02, eta: 6 days, 10:27:40, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.4980, top1_acc: 0.4078, top5_acc: 0.6594, loss_cls: 2.6292, loss: 4.1272, grad_norm: 6.4986 2021-07-03 12:25:07,515 - mmaction - INFO - Epoch [13][860/3757] lr: 1.000e-02, eta: 6 days, 10:27:25, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.4390, top1_acc: 0.4336, top5_acc: 0.6914, loss_cls: 2.5089, loss: 3.9479, grad_norm: 6.3549 2021-07-03 12:25:28,700 - mmaction - INFO - Epoch [13][880/3757] lr: 1.000e-02, eta: 6 days, 10:27:00, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4739, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.5757, loss: 4.0497, grad_norm: 6.2459 2021-07-03 12:25:49,796 - mmaction - INFO - Epoch [13][900/3757] lr: 1.000e-02, eta: 6 days, 10:26:34, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.5015, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.6104, loss: 4.1119, grad_norm: 6.3812 2021-07-03 12:26:11,190 - mmaction - INFO - Epoch [13][920/3757] lr: 1.000e-02, eta: 6 days, 10:26:11, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.4955, top1_acc: 0.4156, top5_acc: 0.6617, loss_cls: 2.6232, loss: 4.1188, grad_norm: 6.1765 2021-07-03 12:26:33,157 - mmaction - INFO - Epoch [13][940/3757] lr: 1.000e-02, eta: 6 days, 10:25:56, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.4432, top1_acc: 0.4266, top5_acc: 0.6836, loss_cls: 2.5452, loss: 3.9884, grad_norm: 6.2898 2021-07-03 12:26:54,441 - mmaction - INFO - Epoch [13][960/3757] lr: 1.000e-02, eta: 6 days, 10:25:31, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.5020, top1_acc: 0.4156, top5_acc: 0.6664, loss_cls: 2.6592, loss: 4.1612, grad_norm: 6.4856 2021-07-03 12:27:16,142 - mmaction - INFO - Epoch [13][980/3757] lr: 1.000e-02, eta: 6 days, 10:25:12, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.4556, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.5601, loss: 4.0157, grad_norm: 6.4119 2021-07-03 12:27:37,989 - mmaction - INFO - Epoch [13][1000/3757] lr: 1.000e-02, eta: 6 days, 10:24:55, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.4605, top1_acc: 0.4336, top5_acc: 0.6883, loss_cls: 2.5204, loss: 3.9809, grad_norm: 6.3415 2021-07-03 12:27:59,204 - mmaction - INFO - Epoch [13][1020/3757] lr: 1.000e-02, eta: 6 days, 10:24:31, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.4708, top1_acc: 0.4070, top5_acc: 0.6617, loss_cls: 2.5852, loss: 4.0560, grad_norm: 6.4625 2021-07-03 12:28:21,125 - mmaction - INFO - Epoch [13][1040/3757] lr: 1.000e-02, eta: 6 days, 10:24:14, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.4860, top1_acc: 0.4094, top5_acc: 0.6625, loss_cls: 2.6022, loss: 4.0882, grad_norm: 6.5339 2021-07-03 12:28:42,493 - mmaction - INFO - Epoch [13][1060/3757] lr: 1.000e-02, eta: 6 days, 10:23:51, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.4555, top1_acc: 0.4094, top5_acc: 0.6633, loss_cls: 2.5767, loss: 4.0322, grad_norm: 6.3660 2021-07-03 12:29:03,567 - mmaction - INFO - Epoch [13][1080/3757] lr: 1.000e-02, eta: 6 days, 10:23:25, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.4564, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.5703, loss: 4.0268, grad_norm: 6.3754 2021-07-03 12:29:24,820 - mmaction - INFO - Epoch [13][1100/3757] lr: 1.000e-02, eta: 6 days, 10:23:01, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.5231, top1_acc: 0.4008, top5_acc: 0.6648, loss_cls: 2.7125, loss: 4.2356, grad_norm: 6.5186 2021-07-03 12:29:46,100 - mmaction - INFO - Epoch [13][1120/3757] lr: 1.000e-02, eta: 6 days, 10:22:37, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.4560, top1_acc: 0.4320, top5_acc: 0.6734, loss_cls: 2.5471, loss: 4.0031, grad_norm: 6.2936 2021-07-03 12:30:08,729 - mmaction - INFO - Epoch [13][1140/3757] lr: 1.000e-02, eta: 6 days, 10:22:29, time: 1.133, data_time: 0.002, memory: 6921, loss_aux: 1.4965, top1_acc: 0.3969, top5_acc: 0.6586, loss_cls: 2.6540, loss: 4.1505, grad_norm: 6.5650 2021-07-03 12:30:29,817 - mmaction - INFO - Epoch [13][1160/3757] lr: 1.000e-02, eta: 6 days, 10:22:03, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.5084, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.6875, loss: 4.1959, grad_norm: 6.5820 2021-07-03 12:30:51,237 - mmaction - INFO - Epoch [13][1180/3757] lr: 1.000e-02, eta: 6 days, 10:21:41, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.4914, top1_acc: 0.4305, top5_acc: 0.6656, loss_cls: 2.6076, loss: 4.0990, grad_norm: 6.5397 2021-07-03 12:31:13,045 - mmaction - INFO - Epoch [13][1200/3757] lr: 1.000e-02, eta: 6 days, 10:21:23, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.4916, top1_acc: 0.4094, top5_acc: 0.6391, loss_cls: 2.6589, loss: 4.1505, grad_norm: 6.3703 2021-07-03 12:31:34,962 - mmaction - INFO - Epoch [13][1220/3757] lr: 1.000e-02, eta: 6 days, 10:21:06, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.5310, top1_acc: 0.4180, top5_acc: 0.6555, loss_cls: 2.6847, loss: 4.2157, grad_norm: 6.4615 2021-07-03 12:31:55,797 - mmaction - INFO - Epoch [13][1240/3757] lr: 1.000e-02, eta: 6 days, 10:20:37, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 1.5066, top1_acc: 0.4008, top5_acc: 0.6469, loss_cls: 2.6785, loss: 4.1851, grad_norm: 6.4757 2021-07-03 12:32:16,705 - mmaction - INFO - Epoch [13][1260/3757] lr: 1.000e-02, eta: 6 days, 10:20:09, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.5338, top1_acc: 0.3844, top5_acc: 0.6414, loss_cls: 2.7149, loss: 4.2486, grad_norm: 6.5341 2021-07-03 12:32:37,757 - mmaction - INFO - Epoch [13][1280/3757] lr: 1.000e-02, eta: 6 days, 10:19:43, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4565, top1_acc: 0.4195, top5_acc: 0.6758, loss_cls: 2.5583, loss: 4.0148, grad_norm: 6.2838 2021-07-03 12:32:59,514 - mmaction - INFO - Epoch [13][1300/3757] lr: 1.000e-02, eta: 6 days, 10:19:25, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.5339, top1_acc: 0.4062, top5_acc: 0.6578, loss_cls: 2.7108, loss: 4.2448, grad_norm: 6.4151 2021-07-03 12:33:20,859 - mmaction - INFO - Epoch [13][1320/3757] lr: 1.000e-02, eta: 6 days, 10:19:01, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.4520, top1_acc: 0.4281, top5_acc: 0.6859, loss_cls: 2.5197, loss: 3.9718, grad_norm: 6.3201 2021-07-03 12:33:41,987 - mmaction - INFO - Epoch [13][1340/3757] lr: 1.000e-02, eta: 6 days, 10:18:36, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.4951, top1_acc: 0.4094, top5_acc: 0.6477, loss_cls: 2.6478, loss: 4.1429, grad_norm: 6.5559 2021-07-03 12:34:03,929 - mmaction - INFO - Epoch [13][1360/3757] lr: 1.000e-02, eta: 6 days, 10:18:19, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.4815, top1_acc: 0.4148, top5_acc: 0.6492, loss_cls: 2.6600, loss: 4.1415, grad_norm: 6.4028 2021-07-03 12:34:25,842 - mmaction - INFO - Epoch [13][1380/3757] lr: 1.000e-02, eta: 6 days, 10:18:03, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.5508, top1_acc: 0.3891, top5_acc: 0.6375, loss_cls: 2.7582, loss: 4.3091, grad_norm: 6.3634 2021-07-03 12:34:46,855 - mmaction - INFO - Epoch [13][1400/3757] lr: 1.000e-02, eta: 6 days, 10:17:36, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.4303, top1_acc: 0.4367, top5_acc: 0.6922, loss_cls: 2.4753, loss: 3.9056, grad_norm: 6.2445 2021-07-03 12:35:07,956 - mmaction - INFO - Epoch [13][1420/3757] lr: 1.000e-02, eta: 6 days, 10:17:10, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.4569, top1_acc: 0.4242, top5_acc: 0.6633, loss_cls: 2.5653, loss: 4.0223, grad_norm: 6.2785 2021-07-03 12:35:29,161 - mmaction - INFO - Epoch [13][1440/3757] lr: 1.000e-02, eta: 6 days, 10:16:45, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.4383, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4482, loss: 3.8865, grad_norm: 6.3433 2021-07-03 12:35:50,238 - mmaction - INFO - Epoch [13][1460/3757] lr: 1.000e-02, eta: 6 days, 10:16:20, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.4844, top1_acc: 0.4008, top5_acc: 0.6422, loss_cls: 2.6349, loss: 4.1193, grad_norm: 6.6172 2021-07-03 12:36:11,820 - mmaction - INFO - Epoch [13][1480/3757] lr: 1.000e-02, eta: 6 days, 10:15:59, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.5042, top1_acc: 0.4156, top5_acc: 0.6570, loss_cls: 2.6557, loss: 4.1598, grad_norm: 6.4286 2021-07-03 12:36:32,966 - mmaction - INFO - Epoch [13][1500/3757] lr: 1.000e-02, eta: 6 days, 10:15:34, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.4988, top1_acc: 0.4234, top5_acc: 0.6664, loss_cls: 2.6539, loss: 4.1528, grad_norm: 6.3423 2021-07-03 12:36:54,211 - mmaction - INFO - Epoch [13][1520/3757] lr: 1.000e-02, eta: 6 days, 10:15:10, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.4646, top1_acc: 0.4125, top5_acc: 0.6711, loss_cls: 2.6079, loss: 4.0724, grad_norm: 6.5457 2021-07-03 12:37:16,375 - mmaction - INFO - Epoch [13][1540/3757] lr: 1.000e-02, eta: 6 days, 10:14:56, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.4203, top1_acc: 0.4562, top5_acc: 0.6906, loss_cls: 2.4531, loss: 3.8734, grad_norm: 6.2152 2021-07-03 12:37:37,453 - mmaction - INFO - Epoch [13][1560/3757] lr: 1.000e-02, eta: 6 days, 10:14:30, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4576, top1_acc: 0.4125, top5_acc: 0.6633, loss_cls: 2.5893, loss: 4.0468, grad_norm: 6.3079 2021-07-03 12:37:58,694 - mmaction - INFO - Epoch [13][1580/3757] lr: 1.000e-02, eta: 6 days, 10:14:06, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4700, top1_acc: 0.4297, top5_acc: 0.6625, loss_cls: 2.5746, loss: 4.0447, grad_norm: 6.1692 2021-07-03 12:38:19,624 - mmaction - INFO - Epoch [13][1600/3757] lr: 1.000e-02, eta: 6 days, 10:13:38, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.4953, top1_acc: 0.4094, top5_acc: 0.6609, loss_cls: 2.6308, loss: 4.1261, grad_norm: 6.4182 2021-07-03 12:38:41,015 - mmaction - INFO - Epoch [13][1620/3757] lr: 1.000e-02, eta: 6 days, 10:13:15, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.4741, top1_acc: 0.4234, top5_acc: 0.6750, loss_cls: 2.5633, loss: 4.0373, grad_norm: 6.4304 2021-07-03 12:39:02,507 - mmaction - INFO - Epoch [13][1640/3757] lr: 1.000e-02, eta: 6 days, 10:12:54, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.4522, top1_acc: 0.4250, top5_acc: 0.6547, loss_cls: 2.5514, loss: 4.0036, grad_norm: 6.3396 2021-07-03 12:39:23,974 - mmaction - INFO - Epoch [13][1660/3757] lr: 1.000e-02, eta: 6 days, 10:12:32, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.4672, top1_acc: 0.4156, top5_acc: 0.6516, loss_cls: 2.6045, loss: 4.0717, grad_norm: 6.3554 2021-07-03 12:39:45,632 - mmaction - INFO - Epoch [13][1680/3757] lr: 1.000e-02, eta: 6 days, 10:12:13, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.4734, top1_acc: 0.4219, top5_acc: 0.6734, loss_cls: 2.6090, loss: 4.0825, grad_norm: 6.2523 2021-07-03 12:40:06,742 - mmaction - INFO - Epoch [13][1700/3757] lr: 1.000e-02, eta: 6 days, 10:11:48, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4783, top1_acc: 0.4266, top5_acc: 0.6617, loss_cls: 2.5867, loss: 4.0650, grad_norm: 6.2706 2021-07-03 12:40:27,868 - mmaction - INFO - Epoch [13][1720/3757] lr: 1.000e-02, eta: 6 days, 10:11:22, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4815, top1_acc: 0.4367, top5_acc: 0.6680, loss_cls: 2.5577, loss: 4.0392, grad_norm: 6.3006 2021-07-03 12:40:49,035 - mmaction - INFO - Epoch [13][1740/3757] lr: 1.000e-02, eta: 6 days, 10:10:57, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4963, top1_acc: 0.4141, top5_acc: 0.6633, loss_cls: 2.5785, loss: 4.0748, grad_norm: 6.4997 2021-07-03 12:41:10,977 - mmaction - INFO - Epoch [13][1760/3757] lr: 1.000e-02, eta: 6 days, 10:10:40, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.4987, top1_acc: 0.4047, top5_acc: 0.6453, loss_cls: 2.6707, loss: 4.1694, grad_norm: 6.7234 2021-07-03 12:41:32,007 - mmaction - INFO - Epoch [13][1780/3757] lr: 1.000e-02, eta: 6 days, 10:10:14, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.4694, top1_acc: 0.4156, top5_acc: 0.6828, loss_cls: 2.5756, loss: 4.0450, grad_norm: 6.4743 2021-07-03 12:41:53,032 - mmaction - INFO - Epoch [13][1800/3757] lr: 1.000e-02, eta: 6 days, 10:09:47, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.4334, top1_acc: 0.4422, top5_acc: 0.6836, loss_cls: 2.4680, loss: 3.9014, grad_norm: 6.4159 2021-07-03 12:42:14,586 - mmaction - INFO - Epoch [13][1820/3757] lr: 1.000e-02, eta: 6 days, 10:09:27, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.4849, top1_acc: 0.4242, top5_acc: 0.6547, loss_cls: 2.6143, loss: 4.0991, grad_norm: 6.4524 2021-07-03 12:42:35,837 - mmaction - INFO - Epoch [13][1840/3757] lr: 1.000e-02, eta: 6 days, 10:09:03, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.4751, top1_acc: 0.4266, top5_acc: 0.6617, loss_cls: 2.5983, loss: 4.0734, grad_norm: 6.4500 2021-07-03 12:42:57,293 - mmaction - INFO - Epoch [13][1860/3757] lr: 1.000e-02, eta: 6 days, 10:08:41, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.4856, top1_acc: 0.4117, top5_acc: 0.6656, loss_cls: 2.5760, loss: 4.0616, grad_norm: 6.2229 2021-07-03 12:43:18,851 - mmaction - INFO - Epoch [13][1880/3757] lr: 1.000e-02, eta: 6 days, 10:08:20, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.4997, top1_acc: 0.4039, top5_acc: 0.6578, loss_cls: 2.5955, loss: 4.0953, grad_norm: 6.4154 2021-07-03 12:43:39,974 - mmaction - INFO - Epoch [13][1900/3757] lr: 1.000e-02, eta: 6 days, 10:07:55, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.4617, top1_acc: 0.4234, top5_acc: 0.6727, loss_cls: 2.5346, loss: 3.9963, grad_norm: 6.5180 2021-07-03 12:44:01,216 - mmaction - INFO - Epoch [13][1920/3757] lr: 1.000e-02, eta: 6 days, 10:07:31, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4809, top1_acc: 0.4102, top5_acc: 0.6555, loss_cls: 2.6471, loss: 4.1280, grad_norm: 6.4795 2021-07-03 12:44:22,312 - mmaction - INFO - Epoch [13][1940/3757] lr: 1.000e-02, eta: 6 days, 10:07:05, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.4663, top1_acc: 0.4172, top5_acc: 0.6773, loss_cls: 2.5653, loss: 4.0316, grad_norm: 6.3710 2021-07-03 12:44:43,505 - mmaction - INFO - Epoch [13][1960/3757] lr: 1.000e-02, eta: 6 days, 10:06:40, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4877, top1_acc: 0.4117, top5_acc: 0.6727, loss_cls: 2.5700, loss: 4.0577, grad_norm: 6.2849 2021-07-03 12:45:04,658 - mmaction - INFO - Epoch [13][1980/3757] lr: 1.000e-02, eta: 6 days, 10:06:15, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4948, top1_acc: 0.4016, top5_acc: 0.6570, loss_cls: 2.6829, loss: 4.1776, grad_norm: 6.3686 2021-07-03 12:45:25,777 - mmaction - INFO - Epoch [13][2000/3757] lr: 1.000e-02, eta: 6 days, 10:05:50, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.4955, top1_acc: 0.4180, top5_acc: 0.6656, loss_cls: 2.6191, loss: 4.1146, grad_norm: 6.3296 2021-07-03 12:45:46,734 - mmaction - INFO - Epoch [13][2020/3757] lr: 1.000e-02, eta: 6 days, 10:05:22, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.4947, top1_acc: 0.3937, top5_acc: 0.6430, loss_cls: 2.6799, loss: 4.1746, grad_norm: 6.4087 2021-07-03 12:46:07,527 - mmaction - INFO - Epoch [13][2040/3757] lr: 1.000e-02, eta: 6 days, 10:04:53, time: 1.039, data_time: 0.002, memory: 6921, loss_aux: 1.4749, top1_acc: 0.4227, top5_acc: 0.6711, loss_cls: 2.5736, loss: 4.0485, grad_norm: 6.3844 2021-07-03 12:46:29,608 - mmaction - INFO - Epoch [13][2060/3757] lr: 1.000e-02, eta: 6 days, 10:04:39, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.4459, top1_acc: 0.4617, top5_acc: 0.6891, loss_cls: 2.4958, loss: 3.9418, grad_norm: 6.1693 2021-07-03 12:46:51,736 - mmaction - INFO - Epoch [13][2080/3757] lr: 1.000e-02, eta: 6 days, 10:04:24, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.4693, top1_acc: 0.4156, top5_acc: 0.6617, loss_cls: 2.5370, loss: 4.0063, grad_norm: 6.4437 2021-07-03 12:47:12,796 - mmaction - INFO - Epoch [13][2100/3757] lr: 1.000e-02, eta: 6 days, 10:03:58, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4448, top1_acc: 0.4266, top5_acc: 0.6805, loss_cls: 2.5396, loss: 3.9843, grad_norm: 6.0795 2021-07-03 12:47:33,761 - mmaction - INFO - Epoch [13][2120/3757] lr: 1.000e-02, eta: 6 days, 10:03:31, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.4405, top1_acc: 0.4242, top5_acc: 0.6742, loss_cls: 2.5275, loss: 3.9680, grad_norm: 6.2216 2021-07-03 12:47:55,389 - mmaction - INFO - Epoch [13][2140/3757] lr: 1.000e-02, eta: 6 days, 10:03:11, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.4630, top1_acc: 0.4016, top5_acc: 0.6531, loss_cls: 2.6403, loss: 4.1033, grad_norm: 6.4858 2021-07-03 12:48:16,687 - mmaction - INFO - Epoch [13][2160/3757] lr: 1.000e-02, eta: 6 days, 10:02:48, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.5008, top1_acc: 0.4250, top5_acc: 0.6711, loss_cls: 2.6344, loss: 4.1352, grad_norm: 6.3958 2021-07-03 12:48:37,844 - mmaction - INFO - Epoch [13][2180/3757] lr: 1.000e-02, eta: 6 days, 10:02:22, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.5506, top1_acc: 0.3883, top5_acc: 0.6344, loss_cls: 2.7622, loss: 4.3128, grad_norm: 6.3805 2021-07-03 12:48:58,888 - mmaction - INFO - Epoch [13][2200/3757] lr: 1.000e-02, eta: 6 days, 10:01:56, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.5146, top1_acc: 0.4203, top5_acc: 0.6555, loss_cls: 2.6718, loss: 4.1864, grad_norm: 6.3478 2021-07-03 12:49:20,193 - mmaction - INFO - Epoch [13][2220/3757] lr: 1.000e-02, eta: 6 days, 10:01:32, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.4943, top1_acc: 0.4211, top5_acc: 0.6469, loss_cls: 2.6478, loss: 4.1421, grad_norm: 6.5909 2021-07-03 12:49:41,401 - mmaction - INFO - Epoch [13][2240/3757] lr: 1.000e-02, eta: 6 days, 10:01:08, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.4423, top1_acc: 0.4328, top5_acc: 0.6859, loss_cls: 2.5224, loss: 3.9647, grad_norm: 6.3566 2021-07-03 12:50:02,699 - mmaction - INFO - Epoch [13][2260/3757] lr: 1.000e-02, eta: 6 days, 10:00:45, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.4888, top1_acc: 0.4039, top5_acc: 0.6461, loss_cls: 2.6464, loss: 4.1353, grad_norm: 6.3441 2021-07-03 12:50:23,747 - mmaction - INFO - Epoch [13][2280/3757] lr: 1.000e-02, eta: 6 days, 10:00:18, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4477, top1_acc: 0.4203, top5_acc: 0.6805, loss_cls: 2.5700, loss: 4.0177, grad_norm: 6.4140 2021-07-03 12:50:45,687 - mmaction - INFO - Epoch [13][2300/3757] lr: 1.000e-02, eta: 6 days, 10:00:02, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.4846, top1_acc: 0.4203, top5_acc: 0.6672, loss_cls: 2.6352, loss: 4.1198, grad_norm: 6.4203 2021-07-03 12:51:06,734 - mmaction - INFO - Epoch [13][2320/3757] lr: 1.000e-02, eta: 6 days, 9:59:36, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4634, top1_acc: 0.4250, top5_acc: 0.6742, loss_cls: 2.5624, loss: 4.0258, grad_norm: 6.3211 2021-07-03 12:51:27,921 - mmaction - INFO - Epoch [13][2340/3757] lr: 1.000e-02, eta: 6 days, 9:59:11, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4904, top1_acc: 0.4133, top5_acc: 0.6633, loss_cls: 2.6289, loss: 4.1192, grad_norm: 6.2635 2021-07-03 12:51:50,530 - mmaction - INFO - Epoch [13][2360/3757] lr: 1.000e-02, eta: 6 days, 9:59:02, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 1.4357, top1_acc: 0.4305, top5_acc: 0.6766, loss_cls: 2.5137, loss: 3.9494, grad_norm: 6.3416 2021-07-03 12:52:11,597 - mmaction - INFO - Epoch [13][2380/3757] lr: 1.000e-02, eta: 6 days, 9:58:36, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.5049, top1_acc: 0.4234, top5_acc: 0.6570, loss_cls: 2.6490, loss: 4.1539, grad_norm: 6.3033 2021-07-03 12:52:32,630 - mmaction - INFO - Epoch [13][2400/3757] lr: 1.000e-02, eta: 6 days, 9:58:10, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.4694, top1_acc: 0.4164, top5_acc: 0.6461, loss_cls: 2.6333, loss: 4.1028, grad_norm: 6.3320 2021-07-03 12:52:53,725 - mmaction - INFO - Epoch [13][2420/3757] lr: 1.000e-02, eta: 6 days, 9:57:44, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.4587, top1_acc: 0.4320, top5_acc: 0.6898, loss_cls: 2.5355, loss: 3.9942, grad_norm: 6.4596 2021-07-03 12:53:14,758 - mmaction - INFO - Epoch [13][2440/3757] lr: 1.000e-02, eta: 6 days, 9:57:18, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.4477, top1_acc: 0.4305, top5_acc: 0.6937, loss_cls: 2.4774, loss: 3.9251, grad_norm: 6.2844 2021-07-03 12:53:35,979 - mmaction - INFO - Epoch [13][2460/3757] lr: 1.000e-02, eta: 6 days, 9:56:53, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.5042, top1_acc: 0.4062, top5_acc: 0.6352, loss_cls: 2.6214, loss: 4.1257, grad_norm: 6.4043 2021-07-03 12:53:57,137 - mmaction - INFO - Epoch [13][2480/3757] lr: 1.000e-02, eta: 6 days, 9:56:28, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.5248, top1_acc: 0.3937, top5_acc: 0.6414, loss_cls: 2.7102, loss: 4.2350, grad_norm: 6.4675 2021-07-03 12:54:18,339 - mmaction - INFO - Epoch [13][2500/3757] lr: 1.000e-02, eta: 6 days, 9:56:03, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4582, top1_acc: 0.4234, top5_acc: 0.6766, loss_cls: 2.5456, loss: 4.0038, grad_norm: 6.4856 2021-07-03 12:54:39,291 - mmaction - INFO - Epoch [13][2520/3757] lr: 1.000e-02, eta: 6 days, 9:55:36, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.5080, top1_acc: 0.4109, top5_acc: 0.6523, loss_cls: 2.6055, loss: 4.1134, grad_norm: 6.4162 2021-07-03 12:55:00,629 - mmaction - INFO - Epoch [13][2540/3757] lr: 1.000e-02, eta: 6 days, 9:55:14, time: 1.068, data_time: 0.024, memory: 6921, loss_aux: 1.4238, top1_acc: 0.4102, top5_acc: 0.6773, loss_cls: 2.5146, loss: 3.9384, grad_norm: 6.4884 2021-07-03 12:55:22,206 - mmaction - INFO - Epoch [13][2560/3757] lr: 1.000e-02, eta: 6 days, 9:54:53, time: 1.078, data_time: 0.032, memory: 6921, loss_aux: 1.4117, top1_acc: 0.4422, top5_acc: 0.7023, loss_cls: 2.4209, loss: 3.8326, grad_norm: 6.2582 2021-07-03 12:55:43,551 - mmaction - INFO - Epoch [13][2580/3757] lr: 1.000e-02, eta: 6 days, 9:54:30, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.5171, top1_acc: 0.4016, top5_acc: 0.6586, loss_cls: 2.6394, loss: 4.1566, grad_norm: 6.4693 2021-07-03 12:56:04,879 - mmaction - INFO - Epoch [13][2600/3757] lr: 1.000e-02, eta: 6 days, 9:54:07, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.5232, top1_acc: 0.4117, top5_acc: 0.6508, loss_cls: 2.6179, loss: 4.1412, grad_norm: 6.4035 2021-07-03 12:56:26,809 - mmaction - INFO - Epoch [13][2620/3757] lr: 1.000e-02, eta: 6 days, 9:53:50, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.5029, top1_acc: 0.4172, top5_acc: 0.6555, loss_cls: 2.6644, loss: 4.1673, grad_norm: 6.5530 2021-07-03 12:56:47,874 - mmaction - INFO - Epoch [13][2640/3757] lr: 1.000e-02, eta: 6 days, 9:53:24, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.4784, top1_acc: 0.4313, top5_acc: 0.6594, loss_cls: 2.5615, loss: 4.0399, grad_norm: 6.4410 2021-07-03 12:57:09,080 - mmaction - INFO - Epoch [13][2660/3757] lr: 1.000e-02, eta: 6 days, 9:53:00, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.4383, top1_acc: 0.4430, top5_acc: 0.6781, loss_cls: 2.5518, loss: 3.9901, grad_norm: 6.4034 2021-07-03 12:57:30,098 - mmaction - INFO - Epoch [13][2680/3757] lr: 1.000e-02, eta: 6 days, 9:52:33, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4482, top1_acc: 0.4227, top5_acc: 0.6750, loss_cls: 2.5451, loss: 3.9933, grad_norm: 6.2272 2021-07-03 12:57:51,346 - mmaction - INFO - Epoch [13][2700/3757] lr: 1.000e-02, eta: 6 days, 9:52:09, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.4873, top1_acc: 0.4258, top5_acc: 0.6672, loss_cls: 2.5914, loss: 4.0788, grad_norm: 6.4211 2021-07-03 12:58:12,606 - mmaction - INFO - Epoch [13][2720/3757] lr: 1.000e-02, eta: 6 days, 9:51:45, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.4645, top1_acc: 0.4148, top5_acc: 0.6633, loss_cls: 2.5684, loss: 4.0329, grad_norm: 6.2496 2021-07-03 12:58:34,083 - mmaction - INFO - Epoch [13][2740/3757] lr: 1.000e-02, eta: 6 days, 9:51:24, time: 1.074, data_time: 0.029, memory: 6921, loss_aux: 1.4735, top1_acc: 0.4305, top5_acc: 0.6805, loss_cls: 2.6233, loss: 4.0968, grad_norm: 6.3562 2021-07-03 12:58:55,257 - mmaction - INFO - Epoch [13][2760/3757] lr: 1.000e-02, eta: 6 days, 9:50:59, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4907, top1_acc: 0.4203, top5_acc: 0.6602, loss_cls: 2.6102, loss: 4.1008, grad_norm: 6.3357 2021-07-03 12:59:16,378 - mmaction - INFO - Epoch [13][2780/3757] lr: 1.000e-02, eta: 6 days, 9:50:34, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.5075, top1_acc: 0.4047, top5_acc: 0.6578, loss_cls: 2.6332, loss: 4.1407, grad_norm: 6.3878 2021-07-03 12:59:38,126 - mmaction - INFO - Epoch [13][2800/3757] lr: 1.000e-02, eta: 6 days, 9:50:15, time: 1.087, data_time: 0.001, memory: 6921, loss_aux: 1.4268, top1_acc: 0.4367, top5_acc: 0.6789, loss_cls: 2.5055, loss: 3.9324, grad_norm: 6.1210 2021-07-03 12:59:59,160 - mmaction - INFO - Epoch [13][2820/3757] lr: 1.000e-02, eta: 6 days, 9:49:49, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.5130, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.6718, loss: 4.1848, grad_norm: 6.3997 2021-07-03 13:00:20,528 - mmaction - INFO - Epoch [13][2840/3757] lr: 1.000e-02, eta: 6 days, 9:49:26, time: 1.068, data_time: 0.016, memory: 6921, loss_aux: 1.4482, top1_acc: 0.4281, top5_acc: 0.6836, loss_cls: 2.5160, loss: 3.9642, grad_norm: 6.4200 2021-07-03 13:00:42,070 - mmaction - INFO - Epoch [13][2860/3757] lr: 1.000e-02, eta: 6 days, 9:49:06, time: 1.077, data_time: 0.015, memory: 6921, loss_aux: 1.5138, top1_acc: 0.4195, top5_acc: 0.6641, loss_cls: 2.6372, loss: 4.1509, grad_norm: 6.3792 2021-07-03 13:01:03,008 - mmaction - INFO - Epoch [13][2880/3757] lr: 1.000e-02, eta: 6 days, 9:48:38, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.4706, top1_acc: 0.4195, top5_acc: 0.6547, loss_cls: 2.6246, loss: 4.0953, grad_norm: 6.5791 2021-07-03 13:01:24,337 - mmaction - INFO - Epoch [13][2900/3757] lr: 1.000e-02, eta: 6 days, 9:48:15, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.4859, top1_acc: 0.4172, top5_acc: 0.6711, loss_cls: 2.6055, loss: 4.0914, grad_norm: 6.4113 2021-07-03 13:01:45,583 - mmaction - INFO - Epoch [13][2920/3757] lr: 1.000e-02, eta: 6 days, 9:47:51, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4666, top1_acc: 0.4141, top5_acc: 0.6773, loss_cls: 2.5778, loss: 4.0444, grad_norm: 6.3849 2021-07-03 13:02:07,357 - mmaction - INFO - Epoch [13][2940/3757] lr: 1.000e-02, eta: 6 days, 9:47:33, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.4364, top1_acc: 0.4437, top5_acc: 0.6930, loss_cls: 2.4561, loss: 3.8925, grad_norm: 6.4840 2021-07-03 13:02:28,352 - mmaction - INFO - Epoch [13][2960/3757] lr: 1.000e-02, eta: 6 days, 9:47:06, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.4717, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.5985, loss: 4.0702, grad_norm: 6.3922 2021-07-03 13:02:49,348 - mmaction - INFO - Epoch [13][2980/3757] lr: 1.000e-02, eta: 6 days, 9:46:40, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.4796, top1_acc: 0.4164, top5_acc: 0.6664, loss_cls: 2.5667, loss: 4.0463, grad_norm: 6.4524 2021-07-03 13:03:10,983 - mmaction - INFO - Epoch [13][3000/3757] lr: 1.000e-02, eta: 6 days, 9:46:19, time: 1.081, data_time: 0.024, memory: 6921, loss_aux: 1.4745, top1_acc: 0.4289, top5_acc: 0.6617, loss_cls: 2.6056, loss: 4.0801, grad_norm: 6.5876 2021-07-03 13:03:32,392 - mmaction - INFO - Epoch [13][3020/3757] lr: 1.000e-02, eta: 6 days, 9:45:57, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.4946, top1_acc: 0.4313, top5_acc: 0.6562, loss_cls: 2.6363, loss: 4.1308, grad_norm: 6.5235 2021-07-03 13:03:53,556 - mmaction - INFO - Epoch [13][3040/3757] lr: 1.000e-02, eta: 6 days, 9:45:32, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4508, top1_acc: 0.4273, top5_acc: 0.6758, loss_cls: 2.5735, loss: 4.0243, grad_norm: 6.3939 2021-07-03 13:04:14,677 - mmaction - INFO - Epoch [13][3060/3757] lr: 1.000e-02, eta: 6 days, 9:45:07, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.4767, top1_acc: 0.4273, top5_acc: 0.6844, loss_cls: 2.5641, loss: 4.0408, grad_norm: 6.5908 2021-07-03 13:04:36,003 - mmaction - INFO - Epoch [13][3080/3757] lr: 1.000e-02, eta: 6 days, 9:44:44, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.4570, top1_acc: 0.4148, top5_acc: 0.6891, loss_cls: 2.5774, loss: 4.0344, grad_norm: 6.4359 2021-07-03 13:04:58,366 - mmaction - INFO - Epoch [13][3100/3757] lr: 1.000e-02, eta: 6 days, 9:44:32, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 1.4833, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6424, loss: 4.1257, grad_norm: 6.2658 2021-07-03 13:05:19,808 - mmaction - INFO - Epoch [13][3120/3757] lr: 1.000e-02, eta: 6 days, 9:44:10, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.4511, top1_acc: 0.4094, top5_acc: 0.6656, loss_cls: 2.5712, loss: 4.0223, grad_norm: 6.2279 2021-07-03 13:05:40,706 - mmaction - INFO - Epoch [13][3140/3757] lr: 1.000e-02, eta: 6 days, 9:43:42, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.4604, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.5055, loss: 3.9659, grad_norm: 6.2078 2021-07-03 13:06:02,242 - mmaction - INFO - Epoch [13][3160/3757] lr: 1.000e-02, eta: 6 days, 9:43:22, time: 1.077, data_time: 0.033, memory: 6921, loss_aux: 1.4509, top1_acc: 0.4367, top5_acc: 0.6664, loss_cls: 2.5429, loss: 3.9938, grad_norm: 6.2809 2021-07-03 13:06:24,309 - mmaction - INFO - Epoch [13][3180/3757] lr: 1.000e-02, eta: 6 days, 9:43:06, time: 1.103, data_time: 0.065, memory: 6921, loss_aux: 1.4440, top1_acc: 0.4219, top5_acc: 0.6914, loss_cls: 2.5151, loss: 3.9591, grad_norm: 6.4646 2021-07-03 13:06:45,676 - mmaction - INFO - Epoch [13][3200/3757] lr: 1.000e-02, eta: 6 days, 9:42:44, time: 1.069, data_time: 0.011, memory: 6921, loss_aux: 1.4805, top1_acc: 0.4156, top5_acc: 0.6586, loss_cls: 2.6081, loss: 4.0885, grad_norm: 6.4498 2021-07-03 13:07:06,865 - mmaction - INFO - Epoch [13][3220/3757] lr: 1.000e-02, eta: 6 days, 9:42:19, time: 1.058, data_time: 0.023, memory: 6921, loss_aux: 1.4844, top1_acc: 0.4219, top5_acc: 0.6617, loss_cls: 2.6223, loss: 4.1067, grad_norm: 6.4244 2021-07-03 13:07:27,837 - mmaction - INFO - Epoch [13][3240/3757] lr: 1.000e-02, eta: 6 days, 9:41:52, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.4885, top1_acc: 0.4188, top5_acc: 0.6617, loss_cls: 2.6156, loss: 4.1041, grad_norm: 6.4462 2021-07-03 13:07:49,495 - mmaction - INFO - Epoch [13][3260/3757] lr: 1.000e-02, eta: 6 days, 9:41:33, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.4341, top1_acc: 0.4211, top5_acc: 0.6719, loss_cls: 2.5411, loss: 3.9752, grad_norm: 6.3356 2021-07-03 13:08:11,241 - mmaction - INFO - Epoch [13][3280/3757] lr: 1.000e-02, eta: 6 days, 9:41:14, time: 1.085, data_time: 0.053, memory: 6921, loss_aux: 1.4518, top1_acc: 0.4383, top5_acc: 0.6695, loss_cls: 2.5250, loss: 3.9768, grad_norm: 6.2308 2021-07-03 13:08:32,380 - mmaction - INFO - Epoch [13][3300/3757] lr: 1.000e-02, eta: 6 days, 9:40:49, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.4771, top1_acc: 0.4102, top5_acc: 0.6781, loss_cls: 2.5648, loss: 4.0419, grad_norm: 6.2909 2021-07-03 13:08:53,416 - mmaction - INFO - Epoch [13][3320/3757] lr: 1.000e-02, eta: 6 days, 9:40:23, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.4837, top1_acc: 0.4062, top5_acc: 0.6586, loss_cls: 2.5976, loss: 4.0813, grad_norm: 6.2144 2021-07-03 13:09:15,181 - mmaction - INFO - Epoch [13][3340/3757] lr: 1.000e-02, eta: 6 days, 9:40:04, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.4503, top1_acc: 0.4070, top5_acc: 0.6680, loss_cls: 2.6160, loss: 4.0663, grad_norm: 6.3332 2021-07-03 13:09:36,272 - mmaction - INFO - Epoch [13][3360/3757] lr: 1.000e-02, eta: 6 days, 9:39:39, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.5496, top1_acc: 0.3812, top5_acc: 0.6352, loss_cls: 2.7711, loss: 4.3207, grad_norm: 6.6210 2021-07-03 13:09:57,744 - mmaction - INFO - Epoch [13][3380/3757] lr: 1.000e-02, eta: 6 days, 9:39:17, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.4540, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.5427, loss: 3.9967, grad_norm: 6.2952 2021-07-03 13:10:18,996 - mmaction - INFO - Epoch [13][3400/3757] lr: 1.000e-02, eta: 6 days, 9:38:53, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.5115, top1_acc: 0.4195, top5_acc: 0.6656, loss_cls: 2.6363, loss: 4.1478, grad_norm: 6.5318 2021-07-03 13:10:40,435 - mmaction - INFO - Epoch [13][3420/3757] lr: 1.000e-02, eta: 6 days, 9:38:32, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.5171, top1_acc: 0.3906, top5_acc: 0.6367, loss_cls: 2.7169, loss: 4.2339, grad_norm: 6.3804 2021-07-03 13:11:01,477 - mmaction - INFO - Epoch [13][3440/3757] lr: 1.000e-02, eta: 6 days, 9:38:06, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.4206, top1_acc: 0.4195, top5_acc: 0.6766, loss_cls: 2.5021, loss: 3.9226, grad_norm: 6.2513 2021-07-03 13:11:22,736 - mmaction - INFO - Epoch [13][3460/3757] lr: 1.000e-02, eta: 6 days, 9:37:41, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.4263, top1_acc: 0.4414, top5_acc: 0.6891, loss_cls: 2.4856, loss: 3.9118, grad_norm: 6.3855 2021-07-03 13:11:43,772 - mmaction - INFO - Epoch [13][3480/3757] lr: 1.000e-02, eta: 6 days, 9:37:15, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.4719, top1_acc: 0.4188, top5_acc: 0.6648, loss_cls: 2.6287, loss: 4.1007, grad_norm: 6.5055 2021-07-03 13:12:04,981 - mmaction - INFO - Epoch [13][3500/3757] lr: 1.000e-02, eta: 6 days, 9:36:51, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.5123, top1_acc: 0.4172, top5_acc: 0.6547, loss_cls: 2.6406, loss: 4.1529, grad_norm: 6.3239 2021-07-03 13:12:26,263 - mmaction - INFO - Epoch [13][3520/3757] lr: 1.000e-02, eta: 6 days, 9:36:28, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.4728, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.5602, loss: 4.0329, grad_norm: 6.2998 2021-07-03 13:12:47,431 - mmaction - INFO - Epoch [13][3540/3757] lr: 1.000e-02, eta: 6 days, 9:36:02, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4607, top1_acc: 0.4156, top5_acc: 0.6734, loss_cls: 2.5643, loss: 4.0250, grad_norm: 6.3442 2021-07-03 13:13:09,312 - mmaction - INFO - Epoch [13][3560/3757] lr: 1.000e-02, eta: 6 days, 9:35:45, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.4762, top1_acc: 0.4102, top5_acc: 0.6469, loss_cls: 2.6625, loss: 4.1388, grad_norm: 6.4761 2021-07-03 13:13:30,349 - mmaction - INFO - Epoch [13][3580/3757] lr: 1.000e-02, eta: 6 days, 9:35:19, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.4760, top1_acc: 0.4281, top5_acc: 0.6602, loss_cls: 2.6154, loss: 4.0913, grad_norm: 6.3051 2021-07-03 13:13:51,417 - mmaction - INFO - Epoch [13][3600/3757] lr: 1.000e-02, eta: 6 days, 9:34:54, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.5166, top1_acc: 0.4109, top5_acc: 0.6570, loss_cls: 2.6335, loss: 4.1502, grad_norm: 6.4429 2021-07-03 13:14:12,729 - mmaction - INFO - Epoch [13][3620/3757] lr: 1.000e-02, eta: 6 days, 9:34:30, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.4905, top1_acc: 0.4133, top5_acc: 0.6789, loss_cls: 2.6094, loss: 4.0999, grad_norm: 6.4774 2021-07-03 13:14:33,624 - mmaction - INFO - Epoch [13][3640/3757] lr: 1.000e-02, eta: 6 days, 9:34:03, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.4924, top1_acc: 0.4234, top5_acc: 0.6609, loss_cls: 2.6262, loss: 4.1185, grad_norm: 6.4963 2021-07-03 13:14:54,390 - mmaction - INFO - Epoch [13][3660/3757] lr: 1.000e-02, eta: 6 days, 9:33:34, time: 1.037, data_time: 0.001, memory: 6921, loss_aux: 1.4398, top1_acc: 0.4234, top5_acc: 0.6773, loss_cls: 2.5597, loss: 3.9995, grad_norm: 6.3226 2021-07-03 13:15:16,243 - mmaction - INFO - Epoch [13][3680/3757] lr: 1.000e-02, eta: 6 days, 9:33:16, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.4810, top1_acc: 0.4391, top5_acc: 0.6586, loss_cls: 2.5461, loss: 4.0272, grad_norm: 6.2861 2021-07-03 13:15:37,397 - mmaction - INFO - Epoch [13][3700/3757] lr: 1.000e-02, eta: 6 days, 9:32:51, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.5106, top1_acc: 0.4086, top5_acc: 0.6578, loss_cls: 2.6228, loss: 4.1335, grad_norm: 6.3985 2021-07-03 13:15:58,832 - mmaction - INFO - Epoch [13][3720/3757] lr: 1.000e-02, eta: 6 days, 9:32:29, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.4669, top1_acc: 0.4289, top5_acc: 0.6656, loss_cls: 2.5714, loss: 4.0383, grad_norm: 6.2267 2021-07-03 13:16:20,120 - mmaction - INFO - Epoch [13][3740/3757] lr: 1.000e-02, eta: 6 days, 9:32:06, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.4725, top1_acc: 0.4078, top5_acc: 0.6672, loss_cls: 2.6020, loss: 4.0745, grad_norm: 6.4807 2021-07-03 13:16:38,305 - mmaction - INFO - Saving checkpoint at 13 epochs 2021-07-03 13:17:40,530 - mmaction - INFO - Epoch [14][20/3757] lr: 1.000e-02, eta: 6 days, 9:35:07, time: 3.034, data_time: 1.952, memory: 6921, loss_aux: 1.4139, top1_acc: 0.4500, top5_acc: 0.6898, loss_cls: 2.4341, loss: 3.8480, grad_norm: 6.2318 2021-07-03 13:18:02,564 - mmaction - INFO - Epoch [14][40/3757] lr: 1.000e-02, eta: 6 days, 9:34:51, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.4782, top1_acc: 0.4328, top5_acc: 0.6641, loss_cls: 2.5579, loss: 4.0361, grad_norm: 6.1007 2021-07-03 13:18:23,630 - mmaction - INFO - Epoch [14][60/3757] lr: 1.000e-02, eta: 6 days, 9:34:25, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.4657, top1_acc: 0.4180, top5_acc: 0.6633, loss_cls: 2.5893, loss: 4.0550, grad_norm: 6.1984 2021-07-03 13:18:44,896 - mmaction - INFO - Epoch [14][80/3757] lr: 1.000e-02, eta: 6 days, 9:34:01, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.4719, top1_acc: 0.4234, top5_acc: 0.6594, loss_cls: 2.6356, loss: 4.1074, grad_norm: 6.4121 2021-07-03 13:19:06,282 - mmaction - INFO - Epoch [14][100/3757] lr: 1.000e-02, eta: 6 days, 9:33:38, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.4891, top1_acc: 0.4211, top5_acc: 0.6633, loss_cls: 2.6274, loss: 4.1166, grad_norm: 6.3911 2021-07-03 13:19:28,760 - mmaction - INFO - Epoch [14][120/3757] lr: 1.000e-02, eta: 6 days, 9:33:28, time: 1.125, data_time: 0.089, memory: 6921, loss_aux: 1.4307, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4650, loss: 3.8957, grad_norm: 6.3099 2021-07-03 13:19:49,718 - mmaction - INFO - Epoch [14][140/3757] lr: 1.000e-02, eta: 6 days, 9:33:00, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.4296, top1_acc: 0.4266, top5_acc: 0.6922, loss_cls: 2.4641, loss: 3.8937, grad_norm: 6.4488 2021-07-03 13:20:10,806 - mmaction - INFO - Epoch [14][160/3757] lr: 1.000e-02, eta: 6 days, 9:32:35, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.4606, top1_acc: 0.4086, top5_acc: 0.6758, loss_cls: 2.5947, loss: 4.0553, grad_norm: 6.5405 2021-07-03 13:20:31,965 - mmaction - INFO - Epoch [14][180/3757] lr: 1.000e-02, eta: 6 days, 9:32:10, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4863, top1_acc: 0.3930, top5_acc: 0.6602, loss_cls: 2.6579, loss: 4.1442, grad_norm: 6.3651 2021-07-03 13:20:54,129 - mmaction - INFO - Epoch [14][200/3757] lr: 1.000e-02, eta: 6 days, 9:31:56, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.4263, top1_acc: 0.4383, top5_acc: 0.6883, loss_cls: 2.4366, loss: 3.8630, grad_norm: 6.3546 2021-07-03 13:21:15,240 - mmaction - INFO - Epoch [14][220/3757] lr: 1.000e-02, eta: 6 days, 9:31:30, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.4788, top1_acc: 0.4531, top5_acc: 0.6664, loss_cls: 2.5274, loss: 4.0062, grad_norm: 6.4459 2021-07-03 13:21:37,260 - mmaction - INFO - Epoch [14][240/3757] lr: 1.000e-02, eta: 6 days, 9:31:14, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.4103, top1_acc: 0.4453, top5_acc: 0.6602, loss_cls: 2.4976, loss: 3.9079, grad_norm: 6.2877 2021-07-03 13:21:58,319 - mmaction - INFO - Epoch [14][260/3757] lr: 1.000e-02, eta: 6 days, 9:30:48, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4758, top1_acc: 0.4344, top5_acc: 0.6695, loss_cls: 2.5759, loss: 4.0517, grad_norm: 6.4183 2021-07-03 13:22:19,518 - mmaction - INFO - Epoch [14][280/3757] lr: 1.000e-02, eta: 6 days, 9:30:24, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4173, top1_acc: 0.4305, top5_acc: 0.6859, loss_cls: 2.5027, loss: 3.9200, grad_norm: 6.2071 2021-07-03 13:22:41,259 - mmaction - INFO - Epoch [14][300/3757] lr: 1.000e-02, eta: 6 days, 9:30:05, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.5168, top1_acc: 0.4383, top5_acc: 0.6617, loss_cls: 2.6283, loss: 4.1450, grad_norm: 6.4245 2021-07-03 13:23:02,321 - mmaction - INFO - Epoch [14][320/3757] lr: 1.000e-02, eta: 6 days, 9:29:39, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.5231, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.6890, loss: 4.2122, grad_norm: 6.7048 2021-07-03 13:23:23,403 - mmaction - INFO - Epoch [14][340/3757] lr: 1.000e-02, eta: 6 days, 9:29:13, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.4206, top1_acc: 0.4437, top5_acc: 0.6945, loss_cls: 2.4615, loss: 3.8821, grad_norm: 6.4770 2021-07-03 13:23:44,410 - mmaction - INFO - Epoch [14][360/3757] lr: 1.000e-02, eta: 6 days, 9:28:47, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.4803, top1_acc: 0.4172, top5_acc: 0.6797, loss_cls: 2.5588, loss: 4.0391, grad_norm: 6.5730 2021-07-03 13:24:05,673 - mmaction - INFO - Epoch [14][380/3757] lr: 1.000e-02, eta: 6 days, 9:28:23, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.4826, top1_acc: 0.4258, top5_acc: 0.6523, loss_cls: 2.5976, loss: 4.0802, grad_norm: 6.4435 2021-07-03 13:24:27,631 - mmaction - INFO - Epoch [14][400/3757] lr: 1.000e-02, eta: 6 days, 9:28:07, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.4608, top1_acc: 0.4344, top5_acc: 0.6734, loss_cls: 2.5397, loss: 4.0005, grad_norm: 6.3266 2021-07-03 13:24:48,631 - mmaction - INFO - Epoch [14][420/3757] lr: 1.000e-02, eta: 6 days, 9:27:39, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.4196, top1_acc: 0.4391, top5_acc: 0.6883, loss_cls: 2.4437, loss: 3.8633, grad_norm: 6.3308 2021-07-03 13:25:10,557 - mmaction - INFO - Epoch [14][440/3757] lr: 1.000e-02, eta: 6 days, 9:27:23, time: 1.099, data_time: 0.007, memory: 6921, loss_aux: 1.4198, top1_acc: 0.4391, top5_acc: 0.6742, loss_cls: 2.4803, loss: 3.9001, grad_norm: 6.2592 2021-07-03 13:25:31,658 - mmaction - INFO - Epoch [14][460/3757] lr: 1.000e-02, eta: 6 days, 9:26:58, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4453, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4721, loss: 3.9173, grad_norm: 6.2655 2021-07-03 13:25:52,928 - mmaction - INFO - Epoch [14][480/3757] lr: 1.000e-02, eta: 6 days, 9:26:34, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.4171, top1_acc: 0.4422, top5_acc: 0.6750, loss_cls: 2.5177, loss: 3.9348, grad_norm: 6.4052 2021-07-03 13:26:14,178 - mmaction - INFO - Epoch [14][500/3757] lr: 1.000e-02, eta: 6 days, 9:26:10, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.4669, top1_acc: 0.4328, top5_acc: 0.6578, loss_cls: 2.5438, loss: 4.0107, grad_norm: 6.2501 2021-07-03 13:26:36,974 - mmaction - INFO - Epoch [14][520/3757] lr: 1.000e-02, eta: 6 days, 9:26:02, time: 1.140, data_time: 0.002, memory: 6921, loss_aux: 1.4314, top1_acc: 0.4211, top5_acc: 0.6789, loss_cls: 2.5462, loss: 3.9776, grad_norm: 6.1758 2021-07-03 13:26:58,180 - mmaction - INFO - Epoch [14][540/3757] lr: 1.000e-02, eta: 6 days, 9:25:38, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.4037, top1_acc: 0.4242, top5_acc: 0.6828, loss_cls: 2.5030, loss: 3.9067, grad_norm: 6.2860 2021-07-03 13:27:19,316 - mmaction - INFO - Epoch [14][560/3757] lr: 1.000e-02, eta: 6 days, 9:25:13, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.4888, top1_acc: 0.4000, top5_acc: 0.6609, loss_cls: 2.6239, loss: 4.1126, grad_norm: 6.4478 2021-07-03 13:27:41,452 - mmaction - INFO - Epoch [14][580/3757] lr: 1.000e-02, eta: 6 days, 9:24:58, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.4478, top1_acc: 0.4242, top5_acc: 0.6789, loss_cls: 2.5788, loss: 4.0266, grad_norm: 6.3725 2021-07-03 13:28:03,313 - mmaction - INFO - Epoch [14][600/3757] lr: 1.000e-02, eta: 6 days, 9:24:40, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.4192, top1_acc: 0.4648, top5_acc: 0.6930, loss_cls: 2.4514, loss: 3.8706, grad_norm: 6.2551 2021-07-03 13:28:24,453 - mmaction - INFO - Epoch [14][620/3757] lr: 1.000e-02, eta: 6 days, 9:24:15, time: 1.058, data_time: 0.009, memory: 6921, loss_aux: 1.4458, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.4802, loss: 3.9261, grad_norm: 6.3414 2021-07-03 13:28:45,539 - mmaction - INFO - Epoch [14][640/3757] lr: 1.000e-02, eta: 6 days, 9:23:50, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4399, top1_acc: 0.4227, top5_acc: 0.6828, loss_cls: 2.5498, loss: 3.9897, grad_norm: 6.4556 2021-07-03 13:29:06,738 - mmaction - INFO - Epoch [14][660/3757] lr: 1.000e-02, eta: 6 days, 9:23:25, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4288, top1_acc: 0.4359, top5_acc: 0.6813, loss_cls: 2.5141, loss: 3.9429, grad_norm: 6.2939 2021-07-03 13:29:28,413 - mmaction - INFO - Epoch [14][680/3757] lr: 1.000e-02, eta: 6 days, 9:23:06, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.4466, top1_acc: 0.4273, top5_acc: 0.6633, loss_cls: 2.5612, loss: 4.0078, grad_norm: 6.3322 2021-07-03 13:29:49,948 - mmaction - INFO - Epoch [14][700/3757] lr: 1.000e-02, eta: 6 days, 9:22:44, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.4689, top1_acc: 0.4180, top5_acc: 0.6914, loss_cls: 2.5890, loss: 4.0578, grad_norm: 6.3829 2021-07-03 13:30:11,201 - mmaction - INFO - Epoch [14][720/3757] lr: 1.000e-02, eta: 6 days, 9:22:21, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.4215, top1_acc: 0.4375, top5_acc: 0.7000, loss_cls: 2.4603, loss: 3.8818, grad_norm: 6.2853 2021-07-03 13:30:32,881 - mmaction - INFO - Epoch [14][740/3757] lr: 1.000e-02, eta: 6 days, 9:22:02, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.4281, top1_acc: 0.4430, top5_acc: 0.6758, loss_cls: 2.4967, loss: 3.9248, grad_norm: 6.3491 2021-07-03 13:30:54,371 - mmaction - INFO - Epoch [14][760/3757] lr: 1.000e-02, eta: 6 days, 9:21:40, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.3995, top1_acc: 0.4484, top5_acc: 0.6875, loss_cls: 2.4150, loss: 3.8145, grad_norm: 6.5050 2021-07-03 13:31:15,624 - mmaction - INFO - Epoch [14][780/3757] lr: 1.000e-02, eta: 6 days, 9:21:16, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.4254, top1_acc: 0.4266, top5_acc: 0.6711, loss_cls: 2.5154, loss: 3.9408, grad_norm: 6.4816 2021-07-03 13:31:36,614 - mmaction - INFO - Epoch [14][800/3757] lr: 1.000e-02, eta: 6 days, 9:20:50, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.4537, top1_acc: 0.4141, top5_acc: 0.6641, loss_cls: 2.5362, loss: 3.9899, grad_norm: 6.4059 2021-07-03 13:31:57,935 - mmaction - INFO - Epoch [14][820/3757] lr: 1.000e-02, eta: 6 days, 9:20:26, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.4974, top1_acc: 0.4352, top5_acc: 0.6578, loss_cls: 2.6253, loss: 4.1227, grad_norm: 6.4761 2021-07-03 13:32:19,501 - mmaction - INFO - Epoch [14][840/3757] lr: 1.000e-02, eta: 6 days, 9:20:06, time: 1.080, data_time: 0.007, memory: 6921, loss_aux: 1.3985, top1_acc: 0.4484, top5_acc: 0.6844, loss_cls: 2.4474, loss: 3.8458, grad_norm: 6.3226 2021-07-03 13:32:40,928 - mmaction - INFO - Epoch [14][860/3757] lr: 1.000e-02, eta: 6 days, 9:19:43, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.4299, top1_acc: 0.4250, top5_acc: 0.6805, loss_cls: 2.5423, loss: 3.9723, grad_norm: 6.1796 2021-07-03 13:33:02,532 - mmaction - INFO - Epoch [14][880/3757] lr: 1.000e-02, eta: 6 days, 9:19:23, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.5357, top1_acc: 0.4234, top5_acc: 0.6570, loss_cls: 2.6855, loss: 4.2211, grad_norm: 6.4407 2021-07-03 13:33:24,299 - mmaction - INFO - Epoch [14][900/3757] lr: 1.000e-02, eta: 6 days, 9:19:05, time: 1.087, data_time: 0.001, memory: 6921, loss_aux: 1.4625, top1_acc: 0.4398, top5_acc: 0.6820, loss_cls: 2.5660, loss: 4.0285, grad_norm: 6.2226 2021-07-03 13:33:45,386 - mmaction - INFO - Epoch [14][920/3757] lr: 1.000e-02, eta: 6 days, 9:18:39, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4576, top1_acc: 0.4313, top5_acc: 0.6656, loss_cls: 2.5653, loss: 4.0229, grad_norm: 6.3941 2021-07-03 13:34:07,302 - mmaction - INFO - Epoch [14][940/3757] lr: 1.000e-02, eta: 6 days, 9:18:22, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.4628, top1_acc: 0.4211, top5_acc: 0.6578, loss_cls: 2.5951, loss: 4.0580, grad_norm: 6.5030 2021-07-03 13:34:28,316 - mmaction - INFO - Epoch [14][960/3757] lr: 1.000e-02, eta: 6 days, 9:17:56, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.4910, top1_acc: 0.4195, top5_acc: 0.6500, loss_cls: 2.6252, loss: 4.1162, grad_norm: 6.4791 2021-07-03 13:34:49,589 - mmaction - INFO - Epoch [14][980/3757] lr: 1.000e-02, eta: 6 days, 9:17:32, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.4215, top1_acc: 0.4195, top5_acc: 0.6758, loss_cls: 2.5292, loss: 3.9507, grad_norm: 6.3616 2021-07-03 13:35:10,785 - mmaction - INFO - Epoch [14][1000/3757] lr: 1.000e-02, eta: 6 days, 9:17:08, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4537, top1_acc: 0.4391, top5_acc: 0.6687, loss_cls: 2.5450, loss: 3.9988, grad_norm: 6.4334 2021-07-03 13:35:31,928 - mmaction - INFO - Epoch [14][1020/3757] lr: 1.000e-02, eta: 6 days, 9:16:43, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4421, top1_acc: 0.4461, top5_acc: 0.6820, loss_cls: 2.5106, loss: 3.9527, grad_norm: 6.4318 2021-07-03 13:35:53,190 - mmaction - INFO - Epoch [14][1040/3757] lr: 1.000e-02, eta: 6 days, 9:16:19, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.4275, top1_acc: 0.4391, top5_acc: 0.6836, loss_cls: 2.5098, loss: 3.9374, grad_norm: 6.4857 2021-07-03 13:36:14,416 - mmaction - INFO - Epoch [14][1060/3757] lr: 1.000e-02, eta: 6 days, 9:15:54, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.4760, top1_acc: 0.3961, top5_acc: 0.6711, loss_cls: 2.6471, loss: 4.1232, grad_norm: 6.3705 2021-07-03 13:36:36,340 - mmaction - INFO - Epoch [14][1080/3757] lr: 1.000e-02, eta: 6 days, 9:15:38, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.4600, top1_acc: 0.4320, top5_acc: 0.6617, loss_cls: 2.5603, loss: 4.0204, grad_norm: 6.3666 2021-07-03 13:36:57,297 - mmaction - INFO - Epoch [14][1100/3757] lr: 1.000e-02, eta: 6 days, 9:15:11, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.4433, top1_acc: 0.4359, top5_acc: 0.6766, loss_cls: 2.4849, loss: 3.9282, grad_norm: 6.3129 2021-07-03 13:37:18,294 - mmaction - INFO - Epoch [14][1120/3757] lr: 1.000e-02, eta: 6 days, 9:14:45, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.4601, top1_acc: 0.4250, top5_acc: 0.6758, loss_cls: 2.5476, loss: 4.0077, grad_norm: 6.3211 2021-07-03 13:37:39,511 - mmaction - INFO - Epoch [14][1140/3757] lr: 1.000e-02, eta: 6 days, 9:14:20, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.5096, top1_acc: 0.4078, top5_acc: 0.6438, loss_cls: 2.6578, loss: 4.1675, grad_norm: 6.3709 2021-07-03 13:38:01,074 - mmaction - INFO - Epoch [14][1160/3757] lr: 1.000e-02, eta: 6 days, 9:13:59, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.5004, top1_acc: 0.3945, top5_acc: 0.6617, loss_cls: 2.6944, loss: 4.1948, grad_norm: 6.4690 2021-07-03 13:38:22,338 - mmaction - INFO - Epoch [14][1180/3757] lr: 1.000e-02, eta: 6 days, 9:13:36, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.4715, top1_acc: 0.4078, top5_acc: 0.6672, loss_cls: 2.5983, loss: 4.0697, grad_norm: 6.6285 2021-07-03 13:38:44,443 - mmaction - INFO - Epoch [14][1200/3757] lr: 1.000e-02, eta: 6 days, 9:13:20, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 1.4056, top1_acc: 0.4539, top5_acc: 0.6859, loss_cls: 2.4385, loss: 3.8441, grad_norm: 6.2616 2021-07-03 13:39:05,493 - mmaction - INFO - Epoch [14][1220/3757] lr: 1.000e-02, eta: 6 days, 9:12:55, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4481, top1_acc: 0.4133, top5_acc: 0.6469, loss_cls: 2.6023, loss: 4.0504, grad_norm: 6.1961 2021-07-03 13:39:26,720 - mmaction - INFO - Epoch [14][1240/3757] lr: 1.000e-02, eta: 6 days, 9:12:30, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4520, top1_acc: 0.4359, top5_acc: 0.6664, loss_cls: 2.5523, loss: 4.0044, grad_norm: 6.2105 2021-07-03 13:39:48,213 - mmaction - INFO - Epoch [14][1260/3757] lr: 1.000e-02, eta: 6 days, 9:12:09, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.4264, top1_acc: 0.4359, top5_acc: 0.6789, loss_cls: 2.4896, loss: 3.9160, grad_norm: 6.2003 2021-07-03 13:40:10,165 - mmaction - INFO - Epoch [14][1280/3757] lr: 1.000e-02, eta: 6 days, 9:11:52, time: 1.097, data_time: 0.006, memory: 6921, loss_aux: 1.4630, top1_acc: 0.4484, top5_acc: 0.6742, loss_cls: 2.5185, loss: 3.9815, grad_norm: 6.1792 2021-07-03 13:40:31,583 - mmaction - INFO - Epoch [14][1300/3757] lr: 1.000e-02, eta: 6 days, 9:11:30, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.4544, top1_acc: 0.4313, top5_acc: 0.6898, loss_cls: 2.5415, loss: 3.9959, grad_norm: 6.3746 2021-07-03 13:40:53,034 - mmaction - INFO - Epoch [14][1320/3757] lr: 1.000e-02, eta: 6 days, 9:11:08, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.4166, top1_acc: 0.4516, top5_acc: 0.6727, loss_cls: 2.5197, loss: 3.9363, grad_norm: 6.2402 2021-07-03 13:41:14,327 - mmaction - INFO - Epoch [14][1340/3757] lr: 1.000e-02, eta: 6 days, 9:10:45, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4341, top1_acc: 0.4195, top5_acc: 0.6773, loss_cls: 2.5098, loss: 3.9439, grad_norm: 6.4167 2021-07-03 13:41:35,757 - mmaction - INFO - Epoch [14][1360/3757] lr: 1.000e-02, eta: 6 days, 9:10:23, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.4957, top1_acc: 0.4344, top5_acc: 0.6664, loss_cls: 2.6053, loss: 4.1010, grad_norm: 6.4314 2021-07-03 13:41:57,753 - mmaction - INFO - Epoch [14][1380/3757] lr: 1.000e-02, eta: 6 days, 9:10:07, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.4180, top1_acc: 0.4258, top5_acc: 0.6875, loss_cls: 2.5075, loss: 3.9255, grad_norm: 6.4792 2021-07-03 13:42:18,850 - mmaction - INFO - Epoch [14][1400/3757] lr: 1.000e-02, eta: 6 days, 9:09:42, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.4838, top1_acc: 0.4117, top5_acc: 0.6562, loss_cls: 2.6114, loss: 4.0952, grad_norm: 6.5657 2021-07-03 13:42:39,860 - mmaction - INFO - Epoch [14][1420/3757] lr: 1.000e-02, eta: 6 days, 9:09:15, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.4130, top1_acc: 0.4516, top5_acc: 0.6937, loss_cls: 2.4240, loss: 3.8370, grad_norm: 6.2528 2021-07-03 13:43:01,065 - mmaction - INFO - Epoch [14][1440/3757] lr: 1.000e-02, eta: 6 days, 9:08:51, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4534, top1_acc: 0.4219, top5_acc: 0.6695, loss_cls: 2.5738, loss: 4.0272, grad_norm: 6.3112 2021-07-03 13:43:22,393 - mmaction - INFO - Epoch [14][1460/3757] lr: 1.000e-02, eta: 6 days, 9:08:28, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.4796, top1_acc: 0.4148, top5_acc: 0.6602, loss_cls: 2.5999, loss: 4.0794, grad_norm: 6.3056 2021-07-03 13:43:43,608 - mmaction - INFO - Epoch [14][1480/3757] lr: 1.000e-02, eta: 6 days, 9:08:03, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4313, top1_acc: 0.4281, top5_acc: 0.6789, loss_cls: 2.5140, loss: 3.9453, grad_norm: 6.4011 2021-07-03 13:44:06,123 - mmaction - INFO - Epoch [14][1500/3757] lr: 1.000e-02, eta: 6 days, 9:07:53, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 1.4075, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.4936, loss: 3.9011, grad_norm: 6.3757 2021-07-03 13:44:27,134 - mmaction - INFO - Epoch [14][1520/3757] lr: 1.000e-02, eta: 6 days, 9:07:26, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.4554, top1_acc: 0.4156, top5_acc: 0.6750, loss_cls: 2.5560, loss: 4.0114, grad_norm: 6.3827 2021-07-03 13:44:48,448 - mmaction - INFO - Epoch [14][1540/3757] lr: 1.000e-02, eta: 6 days, 9:07:03, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.4482, top1_acc: 0.4422, top5_acc: 0.6805, loss_cls: 2.4994, loss: 3.9475, grad_norm: 6.4095 2021-07-03 13:45:09,938 - mmaction - INFO - Epoch [14][1560/3757] lr: 1.000e-02, eta: 6 days, 9:06:42, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.4340, top1_acc: 0.4320, top5_acc: 0.6836, loss_cls: 2.4909, loss: 3.9248, grad_norm: 6.3406 2021-07-03 13:45:31,509 - mmaction - INFO - Epoch [14][1580/3757] lr: 1.000e-02, eta: 6 days, 9:06:21, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.4454, top1_acc: 0.4258, top5_acc: 0.6773, loss_cls: 2.5127, loss: 3.9581, grad_norm: 6.4732 2021-07-03 13:45:52,954 - mmaction - INFO - Epoch [14][1600/3757] lr: 1.000e-02, eta: 6 days, 9:05:59, time: 1.074, data_time: 0.021, memory: 6921, loss_aux: 1.4451, top1_acc: 0.4383, top5_acc: 0.6633, loss_cls: 2.5511, loss: 3.9961, grad_norm: 6.4985 2021-07-03 13:46:15,520 - mmaction - INFO - Epoch [14][1620/3757] lr: 1.000e-02, eta: 6 days, 9:05:49, time: 1.127, data_time: 0.079, memory: 6921, loss_aux: 1.4558, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.5524, loss: 4.0082, grad_norm: 6.5105 2021-07-03 13:46:36,798 - mmaction - INFO - Epoch [14][1640/3757] lr: 1.000e-02, eta: 6 days, 9:05:25, time: 1.064, data_time: 0.035, memory: 6921, loss_aux: 1.4674, top1_acc: 0.4336, top5_acc: 0.6781, loss_cls: 2.5588, loss: 4.0261, grad_norm: 6.4274 2021-07-03 13:46:58,085 - mmaction - INFO - Epoch [14][1660/3757] lr: 1.000e-02, eta: 6 days, 9:05:01, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.4760, top1_acc: 0.4164, top5_acc: 0.6766, loss_cls: 2.5657, loss: 4.0416, grad_norm: 6.3322 2021-07-03 13:47:19,978 - mmaction - INFO - Epoch [14][1680/3757] lr: 1.000e-02, eta: 6 days, 9:04:44, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.4481, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.5388, loss: 3.9869, grad_norm: 6.3413 2021-07-03 13:47:41,677 - mmaction - INFO - Epoch [14][1700/3757] lr: 1.000e-02, eta: 6 days, 9:04:25, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.4482, top1_acc: 0.4125, top5_acc: 0.6625, loss_cls: 2.5638, loss: 4.0120, grad_norm: 6.4500 2021-07-03 13:48:03,783 - mmaction - INFO - Epoch [14][1720/3757] lr: 1.000e-02, eta: 6 days, 9:04:10, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.4639, top1_acc: 0.4453, top5_acc: 0.6727, loss_cls: 2.5487, loss: 4.0125, grad_norm: 6.4794 2021-07-03 13:48:25,316 - mmaction - INFO - Epoch [14][1740/3757] lr: 1.000e-02, eta: 6 days, 9:03:49, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.4794, top1_acc: 0.4133, top5_acc: 0.6609, loss_cls: 2.6389, loss: 4.1183, grad_norm: 6.3811 2021-07-03 13:48:47,287 - mmaction - INFO - Epoch [14][1760/3757] lr: 1.000e-02, eta: 6 days, 9:03:32, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.4503, top1_acc: 0.4164, top5_acc: 0.6719, loss_cls: 2.5166, loss: 3.9668, grad_norm: 6.3258 2021-07-03 13:49:08,472 - mmaction - INFO - Epoch [14][1780/3757] lr: 1.000e-02, eta: 6 days, 9:03:08, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.4508, top1_acc: 0.4391, top5_acc: 0.6742, loss_cls: 2.5695, loss: 4.0203, grad_norm: 6.3462 2021-07-03 13:49:30,164 - mmaction - INFO - Epoch [14][1800/3757] lr: 1.000e-02, eta: 6 days, 9:02:48, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.5067, top1_acc: 0.4008, top5_acc: 0.6633, loss_cls: 2.6460, loss: 4.1526, grad_norm: 6.3657 2021-07-03 13:49:51,241 - mmaction - INFO - Epoch [14][1820/3757] lr: 1.000e-02, eta: 6 days, 9:02:22, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4767, top1_acc: 0.4313, top5_acc: 0.6758, loss_cls: 2.5497, loss: 4.0264, grad_norm: 6.2345 2021-07-03 13:50:12,426 - mmaction - INFO - Epoch [14][1840/3757] lr: 1.000e-02, eta: 6 days, 9:01:58, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4513, top1_acc: 0.4195, top5_acc: 0.6820, loss_cls: 2.5446, loss: 3.9958, grad_norm: 6.3885 2021-07-03 13:50:33,504 - mmaction - INFO - Epoch [14][1860/3757] lr: 1.000e-02, eta: 6 days, 9:01:33, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.4410, top1_acc: 0.4492, top5_acc: 0.6844, loss_cls: 2.5293, loss: 3.9702, grad_norm: 6.3229 2021-07-03 13:50:55,638 - mmaction - INFO - Epoch [14][1880/3757] lr: 1.000e-02, eta: 6 days, 9:01:18, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.4188, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.4556, loss: 3.8744, grad_norm: 6.4087 2021-07-03 13:51:18,130 - mmaction - INFO - Epoch [14][1900/3757] lr: 1.000e-02, eta: 6 days, 9:01:06, time: 1.124, data_time: 0.002, memory: 6921, loss_aux: 1.4520, top1_acc: 0.4125, top5_acc: 0.6664, loss_cls: 2.5369, loss: 3.9889, grad_norm: 6.4550 2021-07-03 13:51:39,201 - mmaction - INFO - Epoch [14][1920/3757] lr: 1.000e-02, eta: 6 days, 9:00:41, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.4692, top1_acc: 0.4414, top5_acc: 0.6695, loss_cls: 2.5622, loss: 4.0314, grad_norm: 6.3772 2021-07-03 13:52:00,424 - mmaction - INFO - Epoch [14][1940/3757] lr: 1.000e-02, eta: 6 days, 9:00:16, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4270, top1_acc: 0.4250, top5_acc: 0.6813, loss_cls: 2.5213, loss: 3.9483, grad_norm: 6.3960 2021-07-03 13:52:22,558 - mmaction - INFO - Epoch [14][1960/3757] lr: 1.000e-02, eta: 6 days, 9:00:01, time: 1.107, data_time: 0.005, memory: 6921, loss_aux: 1.4446, top1_acc: 0.4313, top5_acc: 0.6773, loss_cls: 2.5258, loss: 3.9704, grad_norm: 6.4675 2021-07-03 13:52:43,644 - mmaction - INFO - Epoch [14][1980/3757] lr: 1.000e-02, eta: 6 days, 8:59:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4305, top1_acc: 0.4406, top5_acc: 0.6797, loss_cls: 2.4981, loss: 3.9286, grad_norm: 6.2685 2021-07-03 13:53:04,546 - mmaction - INFO - Epoch [14][2000/3757] lr: 1.000e-02, eta: 6 days, 8:59:09, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.4562, top1_acc: 0.4234, top5_acc: 0.6687, loss_cls: 2.5668, loss: 4.0230, grad_norm: 6.3859 2021-07-03 13:53:25,884 - mmaction - INFO - Epoch [14][2020/3757] lr: 1.000e-02, eta: 6 days, 8:58:46, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.4063, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.5097, loss: 3.9160, grad_norm: 6.2975 2021-07-03 13:53:47,104 - mmaction - INFO - Epoch [14][2040/3757] lr: 1.000e-02, eta: 6 days, 8:58:21, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4710, top1_acc: 0.4141, top5_acc: 0.6797, loss_cls: 2.5742, loss: 4.0452, grad_norm: 6.4980 2021-07-03 13:54:09,773 - mmaction - INFO - Epoch [14][2060/3757] lr: 1.000e-02, eta: 6 days, 8:58:12, time: 1.135, data_time: 0.052, memory: 6921, loss_aux: 1.5080, top1_acc: 0.4297, top5_acc: 0.6633, loss_cls: 2.6292, loss: 4.1372, grad_norm: 6.4268 2021-07-03 13:54:30,967 - mmaction - INFO - Epoch [14][2080/3757] lr: 1.000e-02, eta: 6 days, 8:57:48, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4611, top1_acc: 0.4320, top5_acc: 0.6734, loss_cls: 2.5455, loss: 4.0066, grad_norm: 6.3981 2021-07-03 13:54:53,118 - mmaction - INFO - Epoch [14][2100/3757] lr: 1.000e-02, eta: 6 days, 8:57:33, time: 1.107, data_time: 0.074, memory: 6921, loss_aux: 1.4895, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6568, loss: 4.1462, grad_norm: 6.4481 2021-07-03 13:55:14,135 - mmaction - INFO - Epoch [14][2120/3757] lr: 1.000e-02, eta: 6 days, 8:57:07, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.4629, top1_acc: 0.4258, top5_acc: 0.6555, loss_cls: 2.6323, loss: 4.0952, grad_norm: 6.2550 2021-07-03 13:55:35,253 - mmaction - INFO - Epoch [14][2140/3757] lr: 1.000e-02, eta: 6 days, 8:56:41, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4386, top1_acc: 0.4219, top5_acc: 0.6805, loss_cls: 2.5187, loss: 3.9573, grad_norm: 6.2094 2021-07-03 13:55:56,393 - mmaction - INFO - Epoch [14][2160/3757] lr: 1.000e-02, eta: 6 days, 8:56:16, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.4825, top1_acc: 0.4227, top5_acc: 0.6609, loss_cls: 2.6186, loss: 4.1011, grad_norm: 6.1821 2021-07-03 13:56:17,778 - mmaction - INFO - Epoch [14][2180/3757] lr: 1.000e-02, eta: 6 days, 8:55:54, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.5033, top1_acc: 0.4227, top5_acc: 0.6602, loss_cls: 2.6328, loss: 4.1361, grad_norm: 6.4714 2021-07-03 13:56:39,877 - mmaction - INFO - Epoch [14][2200/3757] lr: 1.000e-02, eta: 6 days, 8:55:39, time: 1.106, data_time: 0.006, memory: 6921, loss_aux: 1.4642, top1_acc: 0.4477, top5_acc: 0.6867, loss_cls: 2.5266, loss: 3.9908, grad_norm: 6.5034 2021-07-03 13:57:00,890 - mmaction - INFO - Epoch [14][2220/3757] lr: 1.000e-02, eta: 6 days, 8:55:12, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.4868, top1_acc: 0.4258, top5_acc: 0.6438, loss_cls: 2.6192, loss: 4.1061, grad_norm: 6.4071 2021-07-03 13:57:22,996 - mmaction - INFO - Epoch [14][2240/3757] lr: 1.000e-02, eta: 6 days, 8:54:57, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.4218, top1_acc: 0.4273, top5_acc: 0.7016, loss_cls: 2.4681, loss: 3.8900, grad_norm: 6.3311 2021-07-03 13:57:44,065 - mmaction - INFO - Epoch [14][2260/3757] lr: 1.000e-02, eta: 6 days, 8:54:32, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.4707, top1_acc: 0.4188, top5_acc: 0.6648, loss_cls: 2.6035, loss: 4.0742, grad_norm: 6.3915 2021-07-03 13:58:05,412 - mmaction - INFO - Epoch [14][2280/3757] lr: 1.000e-02, eta: 6 days, 8:54:09, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.4580, top1_acc: 0.4164, top5_acc: 0.6836, loss_cls: 2.5407, loss: 3.9987, grad_norm: 6.2304 2021-07-03 13:58:27,367 - mmaction - INFO - Epoch [14][2300/3757] lr: 1.000e-02, eta: 6 days, 8:53:52, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.4262, top1_acc: 0.4188, top5_acc: 0.6852, loss_cls: 2.5206, loss: 3.9468, grad_norm: 6.3949 2021-07-03 13:58:48,467 - mmaction - INFO - Epoch [14][2320/3757] lr: 1.000e-02, eta: 6 days, 8:53:26, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.5158, top1_acc: 0.4242, top5_acc: 0.6625, loss_cls: 2.6525, loss: 4.1683, grad_norm: 6.3845 2021-07-03 13:59:09,590 - mmaction - INFO - Epoch [14][2340/3757] lr: 1.000e-02, eta: 6 days, 8:53:02, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.4742, top1_acc: 0.4109, top5_acc: 0.6664, loss_cls: 2.6203, loss: 4.0946, grad_norm: 6.5122 2021-07-03 13:59:31,887 - mmaction - INFO - Epoch [14][2360/3757] lr: 1.000e-02, eta: 6 days, 8:52:49, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.4549, top1_acc: 0.4250, top5_acc: 0.6797, loss_cls: 2.4863, loss: 3.9412, grad_norm: 6.3320 2021-07-03 13:59:53,050 - mmaction - INFO - Epoch [14][2380/3757] lr: 1.000e-02, eta: 6 days, 8:52:24, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.4458, top1_acc: 0.4359, top5_acc: 0.6727, loss_cls: 2.5563, loss: 4.0021, grad_norm: 6.3782 2021-07-03 14:00:14,182 - mmaction - INFO - Epoch [14][2400/3757] lr: 1.000e-02, eta: 6 days, 8:51:59, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4277, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4923, loss: 3.9201, grad_norm: 6.3327 2021-07-03 14:00:35,364 - mmaction - INFO - Epoch [14][2420/3757] lr: 1.000e-02, eta: 6 days, 8:51:34, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.5131, top1_acc: 0.4039, top5_acc: 0.6484, loss_cls: 2.6873, loss: 4.2005, grad_norm: 6.5150 2021-07-03 14:00:57,346 - mmaction - INFO - Epoch [14][2440/3757] lr: 1.000e-02, eta: 6 days, 8:51:17, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.5018, top1_acc: 0.4383, top5_acc: 0.6711, loss_cls: 2.5902, loss: 4.0920, grad_norm: 6.2501 2021-07-03 14:01:18,875 - mmaction - INFO - Epoch [14][2460/3757] lr: 1.000e-02, eta: 6 days, 8:50:57, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.4479, top1_acc: 0.4258, top5_acc: 0.6742, loss_cls: 2.5524, loss: 4.0002, grad_norm: 6.2706 2021-07-03 14:01:40,762 - mmaction - INFO - Epoch [14][2480/3757] lr: 1.000e-02, eta: 6 days, 8:50:39, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.4569, top1_acc: 0.4227, top5_acc: 0.6758, loss_cls: 2.5871, loss: 4.0440, grad_norm: 6.2311 2021-07-03 14:02:01,675 - mmaction - INFO - Epoch [14][2500/3757] lr: 1.000e-02, eta: 6 days, 8:50:12, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.4453, top1_acc: 0.4445, top5_acc: 0.6680, loss_cls: 2.5432, loss: 3.9885, grad_norm: 6.3564 2021-07-03 14:02:23,400 - mmaction - INFO - Epoch [14][2520/3757] lr: 1.000e-02, eta: 6 days, 8:49:53, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.4279, top1_acc: 0.4328, top5_acc: 0.6930, loss_cls: 2.4784, loss: 3.9063, grad_norm: 6.5920 2021-07-03 14:02:45,041 - mmaction - INFO - Epoch [14][2540/3757] lr: 1.000e-02, eta: 6 days, 8:49:33, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.4559, top1_acc: 0.4289, top5_acc: 0.6680, loss_cls: 2.5606, loss: 4.0166, grad_norm: 6.4690 2021-07-03 14:03:06,276 - mmaction - INFO - Epoch [14][2560/3757] lr: 1.000e-02, eta: 6 days, 8:49:09, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4798, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5606, loss: 4.0404, grad_norm: 6.2212 2021-07-03 14:03:28,297 - mmaction - INFO - Epoch [14][2580/3757] lr: 1.000e-02, eta: 6 days, 8:48:53, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.4589, top1_acc: 0.4078, top5_acc: 0.6695, loss_cls: 2.6047, loss: 4.0636, grad_norm: 6.3103 2021-07-03 14:03:50,058 - mmaction - INFO - Epoch [14][2600/3757] lr: 1.000e-02, eta: 6 days, 8:48:34, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.4765, top1_acc: 0.4273, top5_acc: 0.6687, loss_cls: 2.5455, loss: 4.0221, grad_norm: 6.5452 2021-07-03 14:04:11,224 - mmaction - INFO - Epoch [14][2620/3757] lr: 1.000e-02, eta: 6 days, 8:48:10, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4821, top1_acc: 0.4102, top5_acc: 0.6648, loss_cls: 2.6106, loss: 4.0927, grad_norm: 6.4775 2021-07-03 14:04:32,301 - mmaction - INFO - Epoch [14][2640/3757] lr: 1.000e-02, eta: 6 days, 8:47:44, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.5005, top1_acc: 0.4047, top5_acc: 0.6672, loss_cls: 2.6663, loss: 4.1669, grad_norm: 6.4158 2021-07-03 14:04:53,519 - mmaction - INFO - Epoch [14][2660/3757] lr: 1.000e-02, eta: 6 days, 8:47:20, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4683, top1_acc: 0.4188, top5_acc: 0.6742, loss_cls: 2.5863, loss: 4.0546, grad_norm: 6.3251 2021-07-03 14:05:15,543 - mmaction - INFO - Epoch [14][2680/3757] lr: 1.000e-02, eta: 6 days, 8:47:03, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.4058, top1_acc: 0.4555, top5_acc: 0.6875, loss_cls: 2.4502, loss: 3.8560, grad_norm: 6.0649 2021-07-03 14:05:37,230 - mmaction - INFO - Epoch [14][2700/3757] lr: 1.000e-02, eta: 6 days, 8:46:44, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.4227, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.4516, loss: 3.8743, grad_norm: 6.3295 2021-07-03 14:05:58,430 - mmaction - INFO - Epoch [14][2720/3757] lr: 1.000e-02, eta: 6 days, 8:46:20, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.4351, top1_acc: 0.4336, top5_acc: 0.6578, loss_cls: 2.6142, loss: 4.0493, grad_norm: 6.4073 2021-07-03 14:06:20,201 - mmaction - INFO - Epoch [14][2740/3757] lr: 1.000e-02, eta: 6 days, 8:46:01, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.4324, top1_acc: 0.4352, top5_acc: 0.6766, loss_cls: 2.5377, loss: 3.9701, grad_norm: 6.3284 2021-07-03 14:06:41,384 - mmaction - INFO - Epoch [14][2760/3757] lr: 1.000e-02, eta: 6 days, 8:45:37, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4450, top1_acc: 0.4086, top5_acc: 0.6664, loss_cls: 2.6196, loss: 4.0646, grad_norm: 6.3619 2021-07-03 14:07:02,365 - mmaction - INFO - Epoch [14][2780/3757] lr: 1.000e-02, eta: 6 days, 8:45:10, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.5358, top1_acc: 0.4133, top5_acc: 0.6453, loss_cls: 2.6872, loss: 4.2230, grad_norm: 6.3258 2021-07-03 14:07:23,545 - mmaction - INFO - Epoch [14][2800/3757] lr: 1.000e-02, eta: 6 days, 8:44:46, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.5026, top1_acc: 0.4148, top5_acc: 0.6539, loss_cls: 2.6596, loss: 4.1622, grad_norm: 6.4277 2021-07-03 14:07:44,636 - mmaction - INFO - Epoch [14][2820/3757] lr: 1.000e-02, eta: 6 days, 8:44:21, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.4517, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.5270, loss: 3.9787, grad_norm: 6.4049 2021-07-03 14:08:06,089 - mmaction - INFO - Epoch [14][2840/3757] lr: 1.000e-02, eta: 6 days, 8:43:58, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.4838, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.6020, loss: 4.0859, grad_norm: 6.3532 2021-07-03 14:08:27,904 - mmaction - INFO - Epoch [14][2860/3757] lr: 1.000e-02, eta: 6 days, 8:43:40, time: 1.091, data_time: 0.052, memory: 6921, loss_aux: 1.4236, top1_acc: 0.4352, top5_acc: 0.6867, loss_cls: 2.4784, loss: 3.9020, grad_norm: 6.3666 2021-07-03 14:08:48,957 - mmaction - INFO - Epoch [14][2880/3757] lr: 1.000e-02, eta: 6 days, 8:43:15, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4624, top1_acc: 0.4250, top5_acc: 0.6664, loss_cls: 2.5966, loss: 4.0591, grad_norm: 6.5338 2021-07-03 14:09:10,325 - mmaction - INFO - Epoch [14][2900/3757] lr: 1.000e-02, eta: 6 days, 8:42:52, time: 1.068, data_time: 0.008, memory: 6921, loss_aux: 1.4573, top1_acc: 0.4313, top5_acc: 0.6711, loss_cls: 2.5664, loss: 4.0237, grad_norm: 6.1164 2021-07-03 14:09:32,102 - mmaction - INFO - Epoch [14][2920/3757] lr: 1.000e-02, eta: 6 days, 8:42:34, time: 1.090, data_time: 0.031, memory: 6921, loss_aux: 1.4496, top1_acc: 0.4461, top5_acc: 0.6648, loss_cls: 2.5233, loss: 3.9728, grad_norm: 6.3130 2021-07-03 14:09:53,146 - mmaction - INFO - Epoch [14][2940/3757] lr: 1.000e-02, eta: 6 days, 8:42:08, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.4645, top1_acc: 0.4523, top5_acc: 0.6711, loss_cls: 2.5625, loss: 4.0270, grad_norm: 6.4458 2021-07-03 14:10:15,548 - mmaction - INFO - Epoch [14][2960/3757] lr: 1.000e-02, eta: 6 days, 8:41:55, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.4388, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.5115, loss: 3.9503, grad_norm: 6.5126 2021-07-03 14:10:37,143 - mmaction - INFO - Epoch [14][2980/3757] lr: 1.000e-02, eta: 6 days, 8:41:35, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.4419, top1_acc: 0.4352, top5_acc: 0.6813, loss_cls: 2.5067, loss: 3.9486, grad_norm: 6.4012 2021-07-03 14:10:58,554 - mmaction - INFO - Epoch [14][3000/3757] lr: 1.000e-02, eta: 6 days, 8:41:12, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.4460, top1_acc: 0.4297, top5_acc: 0.6750, loss_cls: 2.5650, loss: 4.0110, grad_norm: 6.2682 2021-07-03 14:11:20,175 - mmaction - INFO - Epoch [14][3020/3757] lr: 1.000e-02, eta: 6 days, 8:40:52, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.4697, top1_acc: 0.4234, top5_acc: 0.6609, loss_cls: 2.5795, loss: 4.0492, grad_norm: 6.3816 2021-07-03 14:11:41,668 - mmaction - INFO - Epoch [14][3040/3757] lr: 1.000e-02, eta: 6 days, 8:40:31, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.4419, top1_acc: 0.4437, top5_acc: 0.6797, loss_cls: 2.5248, loss: 3.9667, grad_norm: 6.3846 2021-07-03 14:12:03,118 - mmaction - INFO - Epoch [14][3060/3757] lr: 1.000e-02, eta: 6 days, 8:40:09, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.4928, top1_acc: 0.4242, top5_acc: 0.6570, loss_cls: 2.6507, loss: 4.1435, grad_norm: 6.3491 2021-07-03 14:12:25,823 - mmaction - INFO - Epoch [14][3080/3757] lr: 1.000e-02, eta: 6 days, 8:40:00, time: 1.134, data_time: 0.001, memory: 6921, loss_aux: 1.4637, top1_acc: 0.4305, top5_acc: 0.6703, loss_cls: 2.5990, loss: 4.0628, grad_norm: 6.3290 2021-07-03 14:12:46,914 - mmaction - INFO - Epoch [14][3100/3757] lr: 1.000e-02, eta: 6 days, 8:39:34, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4009, top1_acc: 0.4359, top5_acc: 0.6953, loss_cls: 2.4489, loss: 3.8497, grad_norm: 6.3714 2021-07-03 14:13:08,268 - mmaction - INFO - Epoch [14][3120/3757] lr: 1.000e-02, eta: 6 days, 8:39:12, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.4016, top1_acc: 0.4414, top5_acc: 0.6922, loss_cls: 2.4571, loss: 3.8587, grad_norm: 6.4196 2021-07-03 14:13:29,549 - mmaction - INFO - Epoch [14][3140/3757] lr: 1.000e-02, eta: 6 days, 8:38:48, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.4785, top1_acc: 0.4133, top5_acc: 0.6719, loss_cls: 2.6056, loss: 4.0841, grad_norm: 6.4452 2021-07-03 14:13:51,044 - mmaction - INFO - Epoch [14][3160/3757] lr: 1.000e-02, eta: 6 days, 8:38:27, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.5068, top1_acc: 0.4094, top5_acc: 0.6453, loss_cls: 2.7054, loss: 4.2122, grad_norm: 6.3002 2021-07-03 14:14:12,976 - mmaction - INFO - Epoch [14][3180/3757] lr: 1.000e-02, eta: 6 days, 8:38:10, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.4277, top1_acc: 0.4320, top5_acc: 0.6664, loss_cls: 2.5538, loss: 3.9815, grad_norm: 6.1557 2021-07-03 14:14:34,093 - mmaction - INFO - Epoch [14][3200/3757] lr: 1.000e-02, eta: 6 days, 8:37:45, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.4788, top1_acc: 0.4383, top5_acc: 0.6789, loss_cls: 2.5418, loss: 4.0205, grad_norm: 6.3446 2021-07-03 14:14:55,613 - mmaction - INFO - Epoch [14][3220/3757] lr: 1.000e-02, eta: 6 days, 8:37:23, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.5208, top1_acc: 0.4055, top5_acc: 0.6406, loss_cls: 2.6590, loss: 4.1798, grad_norm: 6.2970 2021-07-03 14:15:17,818 - mmaction - INFO - Epoch [14][3240/3757] lr: 1.000e-02, eta: 6 days, 8:37:09, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.4179, top1_acc: 0.4477, top5_acc: 0.7063, loss_cls: 2.4981, loss: 3.9160, grad_norm: 6.4203 2021-07-03 14:15:38,881 - mmaction - INFO - Epoch [14][3260/3757] lr: 1.000e-02, eta: 6 days, 8:36:43, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.4778, top1_acc: 0.4398, top5_acc: 0.6789, loss_cls: 2.5822, loss: 4.0600, grad_norm: 6.4511 2021-07-03 14:16:00,500 - mmaction - INFO - Epoch [14][3280/3757] lr: 1.000e-02, eta: 6 days, 8:36:23, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.4851, top1_acc: 0.4406, top5_acc: 0.6773, loss_cls: 2.5852, loss: 4.0703, grad_norm: 6.4150 2021-07-03 14:16:21,784 - mmaction - INFO - Epoch [14][3300/3757] lr: 1.000e-02, eta: 6 days, 8:36:00, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3800, top1_acc: 0.4500, top5_acc: 0.6937, loss_cls: 2.3997, loss: 3.7797, grad_norm: 6.5363 2021-07-03 14:16:43,219 - mmaction - INFO - Epoch [14][3320/3757] lr: 1.000e-02, eta: 6 days, 8:35:37, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.4474, top1_acc: 0.4359, top5_acc: 0.6813, loss_cls: 2.4902, loss: 3.9375, grad_norm: 6.2671 2021-07-03 14:17:05,388 - mmaction - INFO - Epoch [14][3340/3757] lr: 1.000e-02, eta: 6 days, 8:35:23, time: 1.109, data_time: 0.008, memory: 6921, loss_aux: 1.4200, top1_acc: 0.4492, top5_acc: 0.6750, loss_cls: 2.4885, loss: 3.9085, grad_norm: 6.3280 2021-07-03 14:17:26,260 - mmaction - INFO - Epoch [14][3360/3757] lr: 1.000e-02, eta: 6 days, 8:34:55, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.4570, top1_acc: 0.4195, top5_acc: 0.6578, loss_cls: 2.6047, loss: 4.0617, grad_norm: 6.3483 2021-07-03 14:17:47,515 - mmaction - INFO - Epoch [14][3380/3757] lr: 1.000e-02, eta: 6 days, 8:34:32, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.5140, top1_acc: 0.4195, top5_acc: 0.6398, loss_cls: 2.6701, loss: 4.1840, grad_norm: 6.4709 2021-07-03 14:18:08,779 - mmaction - INFO - Epoch [14][3400/3757] lr: 1.000e-02, eta: 6 days, 8:34:08, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.4434, top1_acc: 0.4219, top5_acc: 0.6766, loss_cls: 2.5581, loss: 4.0016, grad_norm: 6.3699 2021-07-03 14:18:30,429 - mmaction - INFO - Epoch [14][3420/3757] lr: 1.000e-02, eta: 6 days, 8:33:48, time: 1.083, data_time: 0.006, memory: 6921, loss_aux: 1.4047, top1_acc: 0.4336, top5_acc: 0.6992, loss_cls: 2.4536, loss: 3.8583, grad_norm: 6.1775 2021-07-03 14:18:53,027 - mmaction - INFO - Epoch [14][3440/3757] lr: 1.000e-02, eta: 6 days, 8:33:38, time: 1.131, data_time: 0.003, memory: 6921, loss_aux: 1.4538, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5534, loss: 4.0072, grad_norm: 6.4981 2021-07-03 14:19:14,478 - mmaction - INFO - Epoch [14][3460/3757] lr: 1.000e-02, eta: 6 days, 8:33:16, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.4714, top1_acc: 0.4164, top5_acc: 0.6742, loss_cls: 2.5925, loss: 4.0638, grad_norm: 6.2483 2021-07-03 14:19:35,643 - mmaction - INFO - Epoch [14][3480/3757] lr: 1.000e-02, eta: 6 days, 8:32:51, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.4758, top1_acc: 0.4125, top5_acc: 0.6500, loss_cls: 2.6274, loss: 4.1032, grad_norm: 6.4564 2021-07-03 14:19:56,576 - mmaction - INFO - Epoch [14][3500/3757] lr: 1.000e-02, eta: 6 days, 8:32:24, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.4628, top1_acc: 0.4422, top5_acc: 0.6742, loss_cls: 2.5528, loss: 4.0156, grad_norm: 6.2864 2021-07-03 14:20:18,407 - mmaction - INFO - Epoch [14][3520/3757] lr: 1.000e-02, eta: 6 days, 8:32:06, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.4719, top1_acc: 0.4172, top5_acc: 0.6500, loss_cls: 2.6245, loss: 4.0965, grad_norm: 6.3370 2021-07-03 14:20:39,581 - mmaction - INFO - Epoch [14][3540/3757] lr: 1.000e-02, eta: 6 days, 8:31:42, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.4568, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.5900, loss: 4.0469, grad_norm: 6.1552 2021-07-03 14:21:01,474 - mmaction - INFO - Epoch [14][3560/3757] lr: 1.000e-02, eta: 6 days, 8:31:24, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.4486, top1_acc: 0.4422, top5_acc: 0.6820, loss_cls: 2.5461, loss: 3.9947, grad_norm: 6.2336 2021-07-03 14:21:22,448 - mmaction - INFO - Epoch [14][3580/3757] lr: 1.000e-02, eta: 6 days, 8:30:58, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.4336, top1_acc: 0.4391, top5_acc: 0.6891, loss_cls: 2.5007, loss: 3.9344, grad_norm: 6.2605 2021-07-03 14:21:43,458 - mmaction - INFO - Epoch [14][3600/3757] lr: 1.000e-02, eta: 6 days, 8:30:31, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.5007, top1_acc: 0.4070, top5_acc: 0.6609, loss_cls: 2.6685, loss: 4.1692, grad_norm: 6.5126 2021-07-03 14:22:04,511 - mmaction - INFO - Epoch [14][3620/3757] lr: 1.000e-02, eta: 6 days, 8:30:06, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4306, top1_acc: 0.4352, top5_acc: 0.6695, loss_cls: 2.5053, loss: 3.9359, grad_norm: 6.1472 2021-07-03 14:22:25,929 - mmaction - INFO - Epoch [14][3640/3757] lr: 1.000e-02, eta: 6 days, 8:29:44, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.4482, top1_acc: 0.4289, top5_acc: 0.6742, loss_cls: 2.5674, loss: 4.0155, grad_norm: 6.2938 2021-07-03 14:22:47,707 - mmaction - INFO - Epoch [14][3660/3757] lr: 1.000e-02, eta: 6 days, 8:29:25, time: 1.089, data_time: 0.052, memory: 6921, loss_aux: 1.4553, top1_acc: 0.4531, top5_acc: 0.6781, loss_cls: 2.4781, loss: 3.9334, grad_norm: 6.2562 2021-07-03 14:23:08,703 - mmaction - INFO - Epoch [14][3680/3757] lr: 1.000e-02, eta: 6 days, 8:28:59, time: 1.049, data_time: 0.007, memory: 6921, loss_aux: 1.5048, top1_acc: 0.3992, top5_acc: 0.6523, loss_cls: 2.6916, loss: 4.1964, grad_norm: 6.3087 2021-07-03 14:23:30,318 - mmaction - INFO - Epoch [14][3700/3757] lr: 1.000e-02, eta: 6 days, 8:28:39, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.4390, top1_acc: 0.4281, top5_acc: 0.6766, loss_cls: 2.5785, loss: 4.0175, grad_norm: 6.2945 2021-07-03 14:23:52,762 - mmaction - INFO - Epoch [14][3720/3757] lr: 1.000e-02, eta: 6 days, 8:28:27, time: 1.123, data_time: 0.002, memory: 6921, loss_aux: 1.4449, top1_acc: 0.4398, top5_acc: 0.6781, loss_cls: 2.5203, loss: 3.9652, grad_norm: 6.3563 2021-07-03 14:24:13,776 - mmaction - INFO - Epoch [14][3740/3757] lr: 1.000e-02, eta: 6 days, 8:28:01, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.4113, top1_acc: 0.4539, top5_acc: 0.7000, loss_cls: 2.4222, loss: 3.8334, grad_norm: 6.2123 2021-07-03 14:24:32,914 - mmaction - INFO - Saving checkpoint at 14 epochs 2021-07-03 14:25:36,480 - mmaction - INFO - Epoch [15][20/3757] lr: 1.000e-02, eta: 6 days, 8:30:57, time: 3.097, data_time: 2.066, memory: 6921, loss_aux: 1.4861, top1_acc: 0.4297, top5_acc: 0.6578, loss_cls: 2.6229, loss: 4.1089, grad_norm: 6.3261 2021-07-03 14:25:58,656 - mmaction - INFO - Epoch [15][40/3757] lr: 1.000e-02, eta: 6 days, 8:30:42, time: 1.109, data_time: 0.079, memory: 6921, loss_aux: 1.4935, top1_acc: 0.4203, top5_acc: 0.6742, loss_cls: 2.6007, loss: 4.0942, grad_norm: 6.3795 2021-07-03 14:26:19,639 - mmaction - INFO - Epoch [15][60/3757] lr: 1.000e-02, eta: 6 days, 8:30:15, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3570, top1_acc: 0.4766, top5_acc: 0.7078, loss_cls: 2.3328, loss: 3.6899, grad_norm: 6.0139 2021-07-03 14:26:40,805 - mmaction - INFO - Epoch [15][80/3757] lr: 1.000e-02, eta: 6 days, 8:29:50, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4926, top1_acc: 0.4375, top5_acc: 0.6570, loss_cls: 2.6380, loss: 4.1306, grad_norm: 6.6467 2021-07-03 14:27:03,064 - mmaction - INFO - Epoch [15][100/3757] lr: 1.000e-02, eta: 6 days, 8:29:36, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.4509, top1_acc: 0.4281, top5_acc: 0.6711, loss_cls: 2.5415, loss: 3.9924, grad_norm: 6.5116 2021-07-03 14:27:24,646 - mmaction - INFO - Epoch [15][120/3757] lr: 1.000e-02, eta: 6 days, 8:29:16, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.4929, top1_acc: 0.4109, top5_acc: 0.6609, loss_cls: 2.6000, loss: 4.0929, grad_norm: 6.4715 2021-07-03 14:27:46,034 - mmaction - INFO - Epoch [15][140/3757] lr: 1.000e-02, eta: 6 days, 8:28:53, time: 1.068, data_time: 0.024, memory: 6921, loss_aux: 1.4266, top1_acc: 0.4406, top5_acc: 0.6914, loss_cls: 2.4545, loss: 3.8811, grad_norm: 6.3737 2021-07-03 14:28:08,522 - mmaction - INFO - Epoch [15][160/3757] lr: 1.000e-02, eta: 6 days, 8:28:42, time: 1.126, data_time: 0.093, memory: 6921, loss_aux: 1.4495, top1_acc: 0.4211, top5_acc: 0.6656, loss_cls: 2.5867, loss: 4.0362, grad_norm: 6.4124 2021-07-03 14:28:29,500 - mmaction - INFO - Epoch [15][180/3757] lr: 1.000e-02, eta: 6 days, 8:28:15, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.4080, top1_acc: 0.4273, top5_acc: 0.6766, loss_cls: 2.5080, loss: 3.9160, grad_norm: 6.3558 2021-07-03 14:28:50,685 - mmaction - INFO - Epoch [15][200/3757] lr: 1.000e-02, eta: 6 days, 8:27:50, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.4440, top1_acc: 0.4219, top5_acc: 0.6711, loss_cls: 2.5376, loss: 3.9817, grad_norm: 6.4269 2021-07-03 14:29:11,818 - mmaction - INFO - Epoch [15][220/3757] lr: 1.000e-02, eta: 6 days, 8:27:26, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4536, top1_acc: 0.4250, top5_acc: 0.6594, loss_cls: 2.6297, loss: 4.0834, grad_norm: 6.2531 2021-07-03 14:29:33,876 - mmaction - INFO - Epoch [15][240/3757] lr: 1.000e-02, eta: 6 days, 8:27:10, time: 1.103, data_time: 0.047, memory: 6921, loss_aux: 1.4370, top1_acc: 0.4219, top5_acc: 0.6695, loss_cls: 2.5198, loss: 3.9568, grad_norm: 6.2666 2021-07-03 14:29:55,652 - mmaction - INFO - Epoch [15][260/3757] lr: 1.000e-02, eta: 6 days, 8:26:51, time: 1.089, data_time: 0.035, memory: 6921, loss_aux: 1.4442, top1_acc: 0.4320, top5_acc: 0.6711, loss_cls: 2.5386, loss: 3.9828, grad_norm: 6.2943 2021-07-03 14:30:16,656 - mmaction - INFO - Epoch [15][280/3757] lr: 1.000e-02, eta: 6 days, 8:26:25, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.4254, top1_acc: 0.4203, top5_acc: 0.6836, loss_cls: 2.4931, loss: 3.9185, grad_norm: 6.4262 2021-07-03 14:30:38,247 - mmaction - INFO - Epoch [15][300/3757] lr: 1.000e-02, eta: 6 days, 8:26:04, time: 1.080, data_time: 0.023, memory: 6921, loss_aux: 1.4909, top1_acc: 0.3930, top5_acc: 0.6617, loss_cls: 2.6583, loss: 4.1492, grad_norm: 6.3016 2021-07-03 14:30:59,674 - mmaction - INFO - Epoch [15][320/3757] lr: 1.000e-02, eta: 6 days, 8:25:42, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.4290, top1_acc: 0.4406, top5_acc: 0.6828, loss_cls: 2.4708, loss: 3.8998, grad_norm: 6.3559 2021-07-03 14:31:21,877 - mmaction - INFO - Epoch [15][340/3757] lr: 1.000e-02, eta: 6 days, 8:25:27, time: 1.112, data_time: 0.007, memory: 6921, loss_aux: 1.4242, top1_acc: 0.4320, top5_acc: 0.6852, loss_cls: 2.4973, loss: 3.9215, grad_norm: 6.4083 2021-07-03 14:31:42,896 - mmaction - INFO - Epoch [15][360/3757] lr: 1.000e-02, eta: 6 days, 8:25:01, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.4528, top1_acc: 0.4273, top5_acc: 0.6680, loss_cls: 2.5589, loss: 4.0117, grad_norm: 6.3516 2021-07-03 14:32:03,742 - mmaction - INFO - Epoch [15][380/3757] lr: 1.000e-02, eta: 6 days, 8:24:33, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.4421, top1_acc: 0.4258, top5_acc: 0.6805, loss_cls: 2.5427, loss: 3.9848, grad_norm: 6.3113 2021-07-03 14:32:24,944 - mmaction - INFO - Epoch [15][400/3757] lr: 1.000e-02, eta: 6 days, 8:24:09, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4394, top1_acc: 0.4211, top5_acc: 0.6742, loss_cls: 2.5282, loss: 3.9676, grad_norm: 6.3251 2021-07-03 14:32:47,503 - mmaction - INFO - Epoch [15][420/3757] lr: 1.000e-02, eta: 6 days, 8:23:58, time: 1.130, data_time: 0.005, memory: 6921, loss_aux: 1.4683, top1_acc: 0.4367, top5_acc: 0.6750, loss_cls: 2.5912, loss: 4.0595, grad_norm: 6.2042 2021-07-03 14:33:08,742 - mmaction - INFO - Epoch [15][440/3757] lr: 1.000e-02, eta: 6 days, 8:23:34, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4326, top1_acc: 0.4250, top5_acc: 0.6859, loss_cls: 2.4992, loss: 3.9318, grad_norm: 6.2961 2021-07-03 14:33:30,251 - mmaction - INFO - Epoch [15][460/3757] lr: 1.000e-02, eta: 6 days, 8:23:13, time: 1.074, data_time: 0.024, memory: 6921, loss_aux: 1.4928, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.6088, loss: 4.1016, grad_norm: 6.4058 2021-07-03 14:33:51,379 - mmaction - INFO - Epoch [15][480/3757] lr: 1.000e-02, eta: 6 days, 8:22:47, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4413, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.5263, loss: 3.9676, grad_norm: 6.3570 2021-07-03 14:34:12,330 - mmaction - INFO - Epoch [15][500/3757] lr: 1.000e-02, eta: 6 days, 8:22:21, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.4392, top1_acc: 0.4156, top5_acc: 0.6813, loss_cls: 2.5505, loss: 3.9897, grad_norm: 6.3584 2021-07-03 14:34:34,324 - mmaction - INFO - Epoch [15][520/3757] lr: 1.000e-02, eta: 6 days, 8:22:04, time: 1.100, data_time: 0.008, memory: 6921, loss_aux: 1.4373, top1_acc: 0.4422, top5_acc: 0.6992, loss_cls: 2.5045, loss: 3.9418, grad_norm: 6.3246 2021-07-03 14:34:55,573 - mmaction - INFO - Epoch [15][540/3757] lr: 1.000e-02, eta: 6 days, 8:21:41, time: 1.064, data_time: 0.009, memory: 6921, loss_aux: 1.4221, top1_acc: 0.4344, top5_acc: 0.6891, loss_cls: 2.4673, loss: 3.8895, grad_norm: 6.2231 2021-07-03 14:35:17,310 - mmaction - INFO - Epoch [15][560/3757] lr: 1.000e-02, eta: 6 days, 8:21:21, time: 1.085, data_time: 0.025, memory: 6921, loss_aux: 1.4293, top1_acc: 0.4313, top5_acc: 0.6852, loss_cls: 2.4934, loss: 3.9227, grad_norm: 6.3097 2021-07-03 14:35:38,457 - mmaction - INFO - Epoch [15][580/3757] lr: 1.000e-02, eta: 6 days, 8:20:56, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4255, top1_acc: 0.4344, top5_acc: 0.6680, loss_cls: 2.5290, loss: 3.9545, grad_norm: 6.4087 2021-07-03 14:36:00,343 - mmaction - INFO - Epoch [15][600/3757] lr: 1.000e-02, eta: 6 days, 8:20:39, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.4286, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.5132, loss: 3.9418, grad_norm: 6.4129 2021-07-03 14:36:21,778 - mmaction - INFO - Epoch [15][620/3757] lr: 1.000e-02, eta: 6 days, 8:20:17, time: 1.072, data_time: 0.013, memory: 6921, loss_aux: 1.3901, top1_acc: 0.4508, top5_acc: 0.7117, loss_cls: 2.4170, loss: 3.8072, grad_norm: 6.2005 2021-07-03 14:36:43,190 - mmaction - INFO - Epoch [15][640/3757] lr: 1.000e-02, eta: 6 days, 8:19:55, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.4243, top1_acc: 0.4391, top5_acc: 0.6844, loss_cls: 2.5069, loss: 3.9311, grad_norm: 6.2755 2021-07-03 14:37:04,443 - mmaction - INFO - Epoch [15][660/3757] lr: 1.000e-02, eta: 6 days, 8:19:30, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4436, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.5315, loss: 3.9751, grad_norm: 6.3897 2021-07-03 14:37:25,672 - mmaction - INFO - Epoch [15][680/3757] lr: 1.000e-02, eta: 6 days, 8:19:07, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4839, top1_acc: 0.4219, top5_acc: 0.6641, loss_cls: 2.5936, loss: 4.0775, grad_norm: 6.4696 2021-07-03 14:37:47,035 - mmaction - INFO - Epoch [15][700/3757] lr: 1.000e-02, eta: 6 days, 8:18:44, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.4046, top1_acc: 0.4609, top5_acc: 0.6984, loss_cls: 2.4528, loss: 3.8575, grad_norm: 6.2597 2021-07-03 14:38:08,790 - mmaction - INFO - Epoch [15][720/3757] lr: 1.000e-02, eta: 6 days, 8:18:25, time: 1.089, data_time: 0.025, memory: 6921, loss_aux: 1.4355, top1_acc: 0.4344, top5_acc: 0.6828, loss_cls: 2.4614, loss: 3.8969, grad_norm: 6.3450 2021-07-03 14:38:31,265 - mmaction - INFO - Epoch [15][740/3757] lr: 1.000e-02, eta: 6 days, 8:18:13, time: 1.122, data_time: 0.007, memory: 6921, loss_aux: 1.4499, top1_acc: 0.4203, top5_acc: 0.6609, loss_cls: 2.5750, loss: 4.0249, grad_norm: 6.5297 2021-07-03 14:38:52,217 - mmaction - INFO - Epoch [15][760/3757] lr: 1.000e-02, eta: 6 days, 8:17:46, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.4719, top1_acc: 0.4258, top5_acc: 0.6734, loss_cls: 2.5512, loss: 4.0231, grad_norm: 6.4308 2021-07-03 14:39:13,460 - mmaction - INFO - Epoch [15][780/3757] lr: 1.000e-02, eta: 6 days, 8:17:22, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4379, top1_acc: 0.4477, top5_acc: 0.6937, loss_cls: 2.4690, loss: 3.9070, grad_norm: 6.5209 2021-07-03 14:39:34,653 - mmaction - INFO - Epoch [15][800/3757] lr: 1.000e-02, eta: 6 days, 8:16:58, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.4533, top1_acc: 0.4211, top5_acc: 0.6797, loss_cls: 2.5535, loss: 4.0068, grad_norm: 6.5986 2021-07-03 14:39:55,980 - mmaction - INFO - Epoch [15][820/3757] lr: 1.000e-02, eta: 6 days, 8:16:35, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.4359, top1_acc: 0.4211, top5_acc: 0.6750, loss_cls: 2.5350, loss: 3.9710, grad_norm: 6.3991 2021-07-03 14:40:17,630 - mmaction - INFO - Epoch [15][840/3757] lr: 1.000e-02, eta: 6 days, 8:16:15, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 1.5002, top1_acc: 0.4094, top5_acc: 0.6555, loss_cls: 2.6329, loss: 4.1332, grad_norm: 6.5080 2021-07-03 14:40:39,069 - mmaction - INFO - Epoch [15][860/3757] lr: 1.000e-02, eta: 6 days, 8:15:53, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.4695, top1_acc: 0.4156, top5_acc: 0.6766, loss_cls: 2.5784, loss: 4.0480, grad_norm: 6.4057 2021-07-03 14:41:00,674 - mmaction - INFO - Epoch [15][880/3757] lr: 1.000e-02, eta: 6 days, 8:15:33, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.3973, top1_acc: 0.4477, top5_acc: 0.6984, loss_cls: 2.4364, loss: 3.8337, grad_norm: 6.3133 2021-07-03 14:41:22,104 - mmaction - INFO - Epoch [15][900/3757] lr: 1.000e-02, eta: 6 days, 8:15:10, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.4790, top1_acc: 0.4227, top5_acc: 0.6789, loss_cls: 2.5703, loss: 4.0492, grad_norm: 6.4946 2021-07-03 14:41:43,000 - mmaction - INFO - Epoch [15][920/3757] lr: 1.000e-02, eta: 6 days, 8:14:43, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.4590, top1_acc: 0.4227, top5_acc: 0.6609, loss_cls: 2.6017, loss: 4.0608, grad_norm: 6.4384 2021-07-03 14:42:04,808 - mmaction - INFO - Epoch [15][940/3757] lr: 1.000e-02, eta: 6 days, 8:14:25, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.4225, top1_acc: 0.4344, top5_acc: 0.6789, loss_cls: 2.5155, loss: 3.9380, grad_norm: 6.3802 2021-07-03 14:42:26,030 - mmaction - INFO - Epoch [15][960/3757] lr: 1.000e-02, eta: 6 days, 8:14:01, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.4320, top1_acc: 0.4523, top5_acc: 0.6914, loss_cls: 2.4240, loss: 3.8560, grad_norm: 6.3110 2021-07-03 14:42:47,227 - mmaction - INFO - Epoch [15][980/3757] lr: 1.000e-02, eta: 6 days, 8:13:36, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.4213, top1_acc: 0.4461, top5_acc: 0.6766, loss_cls: 2.4900, loss: 3.9112, grad_norm: 6.3402 2021-07-03 14:43:09,129 - mmaction - INFO - Epoch [15][1000/3757] lr: 1.000e-02, eta: 6 days, 8:13:19, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.4849, top1_acc: 0.4117, top5_acc: 0.6594, loss_cls: 2.6347, loss: 4.1195, grad_norm: 6.4715 2021-07-03 14:43:31,294 - mmaction - INFO - Epoch [15][1020/3757] lr: 1.000e-02, eta: 6 days, 8:13:04, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.4246, top1_acc: 0.4391, top5_acc: 0.6875, loss_cls: 2.5097, loss: 3.9343, grad_norm: 6.2574 2021-07-03 14:43:52,292 - mmaction - INFO - Epoch [15][1040/3757] lr: 1.000e-02, eta: 6 days, 8:12:37, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.4195, top1_acc: 0.4422, top5_acc: 0.6914, loss_cls: 2.4951, loss: 3.9146, grad_norm: 6.2326 2021-07-03 14:44:14,435 - mmaction - INFO - Epoch [15][1060/3757] lr: 1.000e-02, eta: 6 days, 8:12:22, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.4720, top1_acc: 0.4203, top5_acc: 0.6531, loss_cls: 2.5874, loss: 4.0595, grad_norm: 6.4668 2021-07-03 14:44:35,427 - mmaction - INFO - Epoch [15][1080/3757] lr: 1.000e-02, eta: 6 days, 8:11:56, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.4459, top1_acc: 0.4227, top5_acc: 0.6664, loss_cls: 2.5835, loss: 4.0294, grad_norm: 6.1649 2021-07-03 14:44:56,474 - mmaction - INFO - Epoch [15][1100/3757] lr: 1.000e-02, eta: 6 days, 8:11:30, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4523, top1_acc: 0.4422, top5_acc: 0.6703, loss_cls: 2.5707, loss: 4.0229, grad_norm: 6.2604 2021-07-03 14:45:18,382 - mmaction - INFO - Epoch [15][1120/3757] lr: 1.000e-02, eta: 6 days, 8:11:13, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.3736, top1_acc: 0.4523, top5_acc: 0.6875, loss_cls: 2.3752, loss: 3.7488, grad_norm: 6.1449 2021-07-03 14:45:39,525 - mmaction - INFO - Epoch [15][1140/3757] lr: 1.000e-02, eta: 6 days, 8:10:48, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.4624, top1_acc: 0.4211, top5_acc: 0.6687, loss_cls: 2.5954, loss: 4.0578, grad_norm: 6.3519 2021-07-03 14:46:01,047 - mmaction - INFO - Epoch [15][1160/3757] lr: 1.000e-02, eta: 6 days, 8:10:27, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.4145, top1_acc: 0.4531, top5_acc: 0.6930, loss_cls: 2.4166, loss: 3.8311, grad_norm: 6.4896 2021-07-03 14:46:22,414 - mmaction - INFO - Epoch [15][1180/3757] lr: 1.000e-02, eta: 6 days, 8:10:04, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.4759, top1_acc: 0.4062, top5_acc: 0.6758, loss_cls: 2.5720, loss: 4.0479, grad_norm: 6.5749 2021-07-03 14:46:44,325 - mmaction - INFO - Epoch [15][1200/3757] lr: 1.000e-02, eta: 6 days, 8:09:46, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.4512, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.5540, loss: 4.0052, grad_norm: 6.4469 2021-07-03 14:47:05,387 - mmaction - INFO - Epoch [15][1220/3757] lr: 1.000e-02, eta: 6 days, 8:09:21, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.4216, top1_acc: 0.4586, top5_acc: 0.6781, loss_cls: 2.5126, loss: 3.9341, grad_norm: 6.1894 2021-07-03 14:47:27,782 - mmaction - INFO - Epoch [15][1240/3757] lr: 1.000e-02, eta: 6 days, 8:09:08, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.5009, top1_acc: 0.4172, top5_acc: 0.6406, loss_cls: 2.6637, loss: 4.1645, grad_norm: 6.3948 2021-07-03 14:47:48,738 - mmaction - INFO - Epoch [15][1260/3757] lr: 1.000e-02, eta: 6 days, 8:08:41, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.4286, top1_acc: 0.4430, top5_acc: 0.6805, loss_cls: 2.4942, loss: 3.9228, grad_norm: 6.2507 2021-07-03 14:48:09,798 - mmaction - INFO - Epoch [15][1280/3757] lr: 1.000e-02, eta: 6 days, 8:08:16, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.4043, top1_acc: 0.4570, top5_acc: 0.6992, loss_cls: 2.4398, loss: 3.8442, grad_norm: 6.0395 2021-07-03 14:48:31,060 - mmaction - INFO - Epoch [15][1300/3757] lr: 1.000e-02, eta: 6 days, 8:07:52, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.4741, top1_acc: 0.4117, top5_acc: 0.6547, loss_cls: 2.5979, loss: 4.0719, grad_norm: 6.1913 2021-07-03 14:48:53,335 - mmaction - INFO - Epoch [15][1320/3757] lr: 1.000e-02, eta: 6 days, 8:07:38, time: 1.116, data_time: 0.005, memory: 6921, loss_aux: 1.4288, top1_acc: 0.4336, top5_acc: 0.6820, loss_cls: 2.5137, loss: 3.9425, grad_norm: 6.3297 2021-07-03 14:49:14,700 - mmaction - INFO - Epoch [15][1340/3757] lr: 1.000e-02, eta: 6 days, 8:07:15, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.4544, top1_acc: 0.4258, top5_acc: 0.6852, loss_cls: 2.4840, loss: 3.9384, grad_norm: 6.3515 2021-07-03 14:49:35,644 - mmaction - INFO - Epoch [15][1360/3757] lr: 1.000e-02, eta: 6 days, 8:06:49, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.4590, top1_acc: 0.4336, top5_acc: 0.6828, loss_cls: 2.5168, loss: 3.9758, grad_norm: 6.3589 2021-07-03 14:49:57,280 - mmaction - INFO - Epoch [15][1380/3757] lr: 1.000e-02, eta: 6 days, 8:06:28, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.4341, top1_acc: 0.4352, top5_acc: 0.6742, loss_cls: 2.5766, loss: 4.0107, grad_norm: 6.3325 2021-07-03 14:50:19,010 - mmaction - INFO - Epoch [15][1400/3757] lr: 1.000e-02, eta: 6 days, 8:06:09, time: 1.089, data_time: 0.006, memory: 6921, loss_aux: 1.4124, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5280, loss: 3.9404, grad_norm: 6.3324 2021-07-03 14:50:41,323 - mmaction - INFO - Epoch [15][1420/3757] lr: 1.000e-02, eta: 6 days, 8:05:56, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.4379, top1_acc: 0.4313, top5_acc: 0.6734, loss_cls: 2.5341, loss: 3.9720, grad_norm: 6.2595 2021-07-03 14:51:02,576 - mmaction - INFO - Epoch [15][1440/3757] lr: 1.000e-02, eta: 6 days, 8:05:31, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.4322, top1_acc: 0.4383, top5_acc: 0.6695, loss_cls: 2.5052, loss: 3.9374, grad_norm: 6.3669 2021-07-03 14:51:23,466 - mmaction - INFO - Epoch [15][1460/3757] lr: 1.000e-02, eta: 6 days, 8:05:04, time: 1.046, data_time: 0.006, memory: 6921, loss_aux: 1.4284, top1_acc: 0.4531, top5_acc: 0.6695, loss_cls: 2.4843, loss: 3.9127, grad_norm: 6.2228 2021-07-03 14:51:45,512 - mmaction - INFO - Epoch [15][1480/3757] lr: 1.000e-02, eta: 6 days, 8:04:48, time: 1.103, data_time: 0.048, memory: 6921, loss_aux: 1.4142, top1_acc: 0.4437, top5_acc: 0.6883, loss_cls: 2.4861, loss: 3.9004, grad_norm: 6.3983 2021-07-03 14:52:06,880 - mmaction - INFO - Epoch [15][1500/3757] lr: 1.000e-02, eta: 6 days, 8:04:25, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3728, top1_acc: 0.4617, top5_acc: 0.7008, loss_cls: 2.3968, loss: 3.7695, grad_norm: 6.4181 2021-07-03 14:52:27,930 - mmaction - INFO - Epoch [15][1520/3757] lr: 1.000e-02, eta: 6 days, 8:04:00, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4285, top1_acc: 0.4344, top5_acc: 0.6867, loss_cls: 2.5137, loss: 3.9422, grad_norm: 6.3258 2021-07-03 14:52:49,498 - mmaction - INFO - Epoch [15][1540/3757] lr: 1.000e-02, eta: 6 days, 8:03:39, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.4464, top1_acc: 0.4266, top5_acc: 0.6719, loss_cls: 2.5379, loss: 3.9844, grad_norm: 6.3570 2021-07-03 14:53:11,493 - mmaction - INFO - Epoch [15][1560/3757] lr: 1.000e-02, eta: 6 days, 8:03:22, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 1.4276, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5311, loss: 3.9586, grad_norm: 6.1266 2021-07-03 14:53:32,484 - mmaction - INFO - Epoch [15][1580/3757] lr: 1.000e-02, eta: 6 days, 8:02:56, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.4840, top1_acc: 0.4211, top5_acc: 0.6539, loss_cls: 2.6171, loss: 4.1011, grad_norm: 6.4963 2021-07-03 14:53:54,804 - mmaction - INFO - Epoch [15][1600/3757] lr: 1.000e-02, eta: 6 days, 8:02:42, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.4338, top1_acc: 0.4414, top5_acc: 0.6898, loss_cls: 2.4766, loss: 3.9104, grad_norm: 6.3348 2021-07-03 14:54:15,829 - mmaction - INFO - Epoch [15][1620/3757] lr: 1.000e-02, eta: 6 days, 8:02:16, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.4557, top1_acc: 0.4367, top5_acc: 0.6797, loss_cls: 2.5285, loss: 3.9842, grad_norm: 6.4663 2021-07-03 14:54:37,339 - mmaction - INFO - Epoch [15][1640/3757] lr: 1.000e-02, eta: 6 days, 8:01:55, time: 1.077, data_time: 0.026, memory: 6921, loss_aux: 1.4254, top1_acc: 0.4258, top5_acc: 0.6820, loss_cls: 2.5508, loss: 3.9762, grad_norm: 6.4130 2021-07-03 14:54:59,842 - mmaction - INFO - Epoch [15][1660/3757] lr: 1.000e-02, eta: 6 days, 8:01:43, time: 1.126, data_time: 0.088, memory: 6921, loss_aux: 1.4777, top1_acc: 0.4164, top5_acc: 0.6562, loss_cls: 2.6104, loss: 4.0881, grad_norm: 6.3496 2021-07-03 14:55:20,944 - mmaction - INFO - Epoch [15][1680/3757] lr: 1.000e-02, eta: 6 days, 8:01:18, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.4424, top1_acc: 0.4234, top5_acc: 0.6773, loss_cls: 2.5295, loss: 3.9719, grad_norm: 6.3216 2021-07-03 14:55:42,102 - mmaction - INFO - Epoch [15][1700/3757] lr: 1.000e-02, eta: 6 days, 8:00:53, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4942, top1_acc: 0.4164, top5_acc: 0.6539, loss_cls: 2.6542, loss: 4.1484, grad_norm: 6.2941 2021-07-03 14:56:03,353 - mmaction - INFO - Epoch [15][1720/3757] lr: 1.000e-02, eta: 6 days, 8:00:30, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.4384, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.5260, loss: 3.9644, grad_norm: 6.2371 2021-07-03 14:56:24,717 - mmaction - INFO - Epoch [15][1740/3757] lr: 1.000e-02, eta: 6 days, 8:00:07, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.4143, top1_acc: 0.4453, top5_acc: 0.6961, loss_cls: 2.4335, loss: 3.8477, grad_norm: 6.3879 2021-07-03 14:56:46,104 - mmaction - INFO - Epoch [15][1760/3757] lr: 1.000e-02, eta: 6 days, 7:59:45, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.4277, top1_acc: 0.4219, top5_acc: 0.6664, loss_cls: 2.5426, loss: 3.9703, grad_norm: 6.5053 2021-07-03 14:57:08,206 - mmaction - INFO - Epoch [15][1780/3757] lr: 1.000e-02, eta: 6 days, 7:59:29, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.4470, top1_acc: 0.4281, top5_acc: 0.6664, loss_cls: 2.6129, loss: 4.0599, grad_norm: 6.3927 2021-07-03 14:57:29,326 - mmaction - INFO - Epoch [15][1800/3757] lr: 1.000e-02, eta: 6 days, 7:59:04, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4239, top1_acc: 0.4414, top5_acc: 0.6789, loss_cls: 2.5026, loss: 3.9265, grad_norm: 6.3425 2021-07-03 14:57:51,322 - mmaction - INFO - Epoch [15][1820/3757] lr: 1.000e-02, eta: 6 days, 7:58:47, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.4308, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4769, loss: 3.9077, grad_norm: 6.3469 2021-07-03 14:58:12,562 - mmaction - INFO - Epoch [15][1840/3757] lr: 1.000e-02, eta: 6 days, 7:58:23, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.4197, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.5041, loss: 3.9238, grad_norm: 6.3886 2021-07-03 14:58:34,476 - mmaction - INFO - Epoch [15][1860/3757] lr: 1.000e-02, eta: 6 days, 7:58:05, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.4334, top1_acc: 0.4141, top5_acc: 0.6492, loss_cls: 2.5844, loss: 4.0178, grad_norm: 6.4974 2021-07-03 14:58:56,121 - mmaction - INFO - Epoch [15][1880/3757] lr: 1.000e-02, eta: 6 days, 7:57:45, time: 1.083, data_time: 0.005, memory: 6921, loss_aux: 1.4409, top1_acc: 0.4195, top5_acc: 0.6773, loss_cls: 2.5354, loss: 3.9763, grad_norm: 6.4482 2021-07-03 14:59:17,429 - mmaction - INFO - Epoch [15][1900/3757] lr: 1.000e-02, eta: 6 days, 7:57:22, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3967, top1_acc: 0.4648, top5_acc: 0.6961, loss_cls: 2.4359, loss: 3.8326, grad_norm: 6.2258 2021-07-03 14:59:40,584 - mmaction - INFO - Epoch [15][1920/3757] lr: 1.000e-02, eta: 6 days, 7:57:16, time: 1.159, data_time: 0.002, memory: 6921, loss_aux: 1.4815, top1_acc: 0.4164, top5_acc: 0.6734, loss_cls: 2.5871, loss: 4.0686, grad_norm: 6.2489 2021-07-03 15:00:01,491 - mmaction - INFO - Epoch [15][1940/3757] lr: 1.000e-02, eta: 6 days, 7:56:49, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.4488, top1_acc: 0.4336, top5_acc: 0.6859, loss_cls: 2.5314, loss: 3.9802, grad_norm: 6.3711 2021-07-03 15:00:22,520 - mmaction - INFO - Epoch [15][1960/3757] lr: 1.000e-02, eta: 6 days, 7:56:23, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.4515, top1_acc: 0.4148, top5_acc: 0.6695, loss_cls: 2.5874, loss: 4.0389, grad_norm: 6.5190 2021-07-03 15:00:43,710 - mmaction - INFO - Epoch [15][1980/3757] lr: 1.000e-02, eta: 6 days, 7:55:59, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4164, top1_acc: 0.4430, top5_acc: 0.6945, loss_cls: 2.4420, loss: 3.8585, grad_norm: 6.2054 2021-07-03 15:01:04,787 - mmaction - INFO - Epoch [15][2000/3757] lr: 1.000e-02, eta: 6 days, 7:55:34, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3875, top1_acc: 0.4305, top5_acc: 0.6883, loss_cls: 2.4712, loss: 3.8587, grad_norm: 6.4372 2021-07-03 15:01:26,819 - mmaction - INFO - Epoch [15][2020/3757] lr: 1.000e-02, eta: 6 days, 7:55:17, time: 1.099, data_time: 0.035, memory: 6921, loss_aux: 1.4822, top1_acc: 0.4211, top5_acc: 0.6602, loss_cls: 2.6215, loss: 4.1036, grad_norm: 6.3446 2021-07-03 15:01:48,483 - mmaction - INFO - Epoch [15][2040/3757] lr: 1.000e-02, eta: 6 days, 7:54:57, time: 1.084, data_time: 0.022, memory: 6921, loss_aux: 1.4748, top1_acc: 0.4336, top5_acc: 0.6625, loss_cls: 2.5954, loss: 4.0702, grad_norm: 6.3014 2021-07-03 15:02:10,789 - mmaction - INFO - Epoch [15][2060/3757] lr: 1.000e-02, eta: 6 days, 7:54:43, time: 1.115, data_time: 0.038, memory: 6921, loss_aux: 1.4255, top1_acc: 0.4414, top5_acc: 0.6773, loss_cls: 2.4788, loss: 3.9043, grad_norm: 6.2344 2021-07-03 15:02:31,810 - mmaction - INFO - Epoch [15][2080/3757] lr: 1.000e-02, eta: 6 days, 7:54:18, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.4618, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.5894, loss: 4.0512, grad_norm: 6.4710 2021-07-03 15:02:53,108 - mmaction - INFO - Epoch [15][2100/3757] lr: 1.000e-02, eta: 6 days, 7:53:54, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.4315, top1_acc: 0.4219, top5_acc: 0.6859, loss_cls: 2.5368, loss: 3.9683, grad_norm: 6.2696 2021-07-03 15:03:14,442 - mmaction - INFO - Epoch [15][2120/3757] lr: 1.000e-02, eta: 6 days, 7:53:31, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.4366, top1_acc: 0.4242, top5_acc: 0.6742, loss_cls: 2.5191, loss: 3.9557, grad_norm: 6.3282 2021-07-03 15:03:35,674 - mmaction - INFO - Epoch [15][2140/3757] lr: 1.000e-02, eta: 6 days, 7:53:07, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4048, top1_acc: 0.4391, top5_acc: 0.6805, loss_cls: 2.4513, loss: 3.8560, grad_norm: 6.3322 2021-07-03 15:03:56,782 - mmaction - INFO - Epoch [15][2160/3757] lr: 1.000e-02, eta: 6 days, 7:52:42, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.4380, top1_acc: 0.4328, top5_acc: 0.6906, loss_cls: 2.5518, loss: 3.9898, grad_norm: 6.5177 2021-07-03 15:04:18,117 - mmaction - INFO - Epoch [15][2180/3757] lr: 1.000e-02, eta: 6 days, 7:52:19, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.4330, top1_acc: 0.4305, top5_acc: 0.6797, loss_cls: 2.4820, loss: 3.9151, grad_norm: 6.3693 2021-07-03 15:04:40,404 - mmaction - INFO - Epoch [15][2200/3757] lr: 1.000e-02, eta: 6 days, 7:52:05, time: 1.116, data_time: 0.074, memory: 6921, loss_aux: 1.4380, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.5055, loss: 3.9435, grad_norm: 6.3147 2021-07-03 15:05:02,355 - mmaction - INFO - Epoch [15][2220/3757] lr: 1.000e-02, eta: 6 days, 7:51:48, time: 1.096, data_time: 0.051, memory: 6921, loss_aux: 1.4399, top1_acc: 0.4469, top5_acc: 0.6805, loss_cls: 2.5009, loss: 3.9409, grad_norm: 6.3733 2021-07-03 15:05:23,699 - mmaction - INFO - Epoch [15][2240/3757] lr: 1.000e-02, eta: 6 days, 7:51:25, time: 1.068, data_time: 0.013, memory: 6921, loss_aux: 1.4783, top1_acc: 0.4039, top5_acc: 0.6484, loss_cls: 2.6586, loss: 4.1369, grad_norm: 6.5677 2021-07-03 15:05:45,009 - mmaction - INFO - Epoch [15][2260/3757] lr: 1.000e-02, eta: 6 days, 7:51:02, time: 1.066, data_time: 0.017, memory: 6921, loss_aux: 1.4388, top1_acc: 0.4234, top5_acc: 0.6664, loss_cls: 2.5421, loss: 3.9809, grad_norm: 6.3119 2021-07-03 15:06:06,224 - mmaction - INFO - Epoch [15][2280/3757] lr: 1.000e-02, eta: 6 days, 7:50:38, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.4536, top1_acc: 0.4328, top5_acc: 0.6703, loss_cls: 2.5739, loss: 4.0276, grad_norm: 6.3095 2021-07-03 15:06:27,731 - mmaction - INFO - Epoch [15][2300/3757] lr: 1.000e-02, eta: 6 days, 7:50:16, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.4310, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4617, loss: 3.8928, grad_norm: 6.3262 2021-07-03 15:06:49,637 - mmaction - INFO - Epoch [15][2320/3757] lr: 1.000e-02, eta: 6 days, 7:49:59, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.4862, top1_acc: 0.4195, top5_acc: 0.6617, loss_cls: 2.5772, loss: 4.0634, grad_norm: 6.4251 2021-07-03 15:07:11,328 - mmaction - INFO - Epoch [15][2340/3757] lr: 1.000e-02, eta: 6 days, 7:49:39, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.4140, top1_acc: 0.4437, top5_acc: 0.6828, loss_cls: 2.4660, loss: 3.8800, grad_norm: 6.1991 2021-07-03 15:07:32,428 - mmaction - INFO - Epoch [15][2360/3757] lr: 1.000e-02, eta: 6 days, 7:49:14, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.4731, top1_acc: 0.4062, top5_acc: 0.6789, loss_cls: 2.6067, loss: 4.0798, grad_norm: 6.3515 2021-07-03 15:07:53,703 - mmaction - INFO - Epoch [15][2380/3757] lr: 1.000e-02, eta: 6 days, 7:48:51, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.4514, top1_acc: 0.4164, top5_acc: 0.6625, loss_cls: 2.5775, loss: 4.0289, grad_norm: 6.4208 2021-07-03 15:08:14,709 - mmaction - INFO - Epoch [15][2400/3757] lr: 1.000e-02, eta: 6 days, 7:48:25, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.4606, top1_acc: 0.4375, top5_acc: 0.6719, loss_cls: 2.5422, loss: 4.0028, grad_norm: 6.3413 2021-07-03 15:08:36,007 - mmaction - INFO - Epoch [15][2420/3757] lr: 1.000e-02, eta: 6 days, 7:48:01, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4478, top1_acc: 0.4406, top5_acc: 0.6766, loss_cls: 2.5487, loss: 3.9965, grad_norm: 6.4389 2021-07-03 15:08:57,967 - mmaction - INFO - Epoch [15][2440/3757] lr: 1.000e-02, eta: 6 days, 7:47:44, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.4374, top1_acc: 0.4289, top5_acc: 0.6641, loss_cls: 2.5608, loss: 3.9982, grad_norm: 6.3064 2021-07-03 15:09:19,171 - mmaction - INFO - Epoch [15][2460/3757] lr: 1.000e-02, eta: 6 days, 7:47:19, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4031, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4325, loss: 3.8356, grad_norm: 6.4036 2021-07-03 15:09:40,145 - mmaction - INFO - Epoch [15][2480/3757] lr: 1.000e-02, eta: 6 days, 7:46:54, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.4406, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.5165, loss: 3.9571, grad_norm: 6.2810 2021-07-03 15:10:01,498 - mmaction - INFO - Epoch [15][2500/3757] lr: 1.000e-02, eta: 6 days, 7:46:31, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.4418, top1_acc: 0.4180, top5_acc: 0.6648, loss_cls: 2.5807, loss: 4.0226, grad_norm: 6.2757 2021-07-03 15:10:23,813 - mmaction - INFO - Epoch [15][2520/3757] lr: 1.000e-02, eta: 6 days, 7:46:17, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.4111, top1_acc: 0.4477, top5_acc: 0.6891, loss_cls: 2.4643, loss: 3.8754, grad_norm: 6.2429 2021-07-03 15:10:44,813 - mmaction - INFO - Epoch [15][2540/3757] lr: 1.000e-02, eta: 6 days, 7:45:51, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3978, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.4633, loss: 3.8610, grad_norm: 6.2271 2021-07-03 15:11:06,227 - mmaction - INFO - Epoch [15][2560/3757] lr: 1.000e-02, eta: 6 days, 7:45:28, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3900, top1_acc: 0.4500, top5_acc: 0.6898, loss_cls: 2.4421, loss: 3.8321, grad_norm: 6.1598 2021-07-03 15:11:27,695 - mmaction - INFO - Epoch [15][2580/3757] lr: 1.000e-02, eta: 6 days, 7:45:07, time: 1.074, data_time: 0.006, memory: 6921, loss_aux: 1.4449, top1_acc: 0.4352, top5_acc: 0.6813, loss_cls: 2.4984, loss: 3.9433, grad_norm: 6.2838 2021-07-03 15:11:48,828 - mmaction - INFO - Epoch [15][2600/3757] lr: 1.000e-02, eta: 6 days, 7:44:42, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3970, top1_acc: 0.4609, top5_acc: 0.6945, loss_cls: 2.4824, loss: 3.8794, grad_norm: 6.4354 2021-07-03 15:12:09,945 - mmaction - INFO - Epoch [15][2620/3757] lr: 1.000e-02, eta: 6 days, 7:44:17, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.4437, top1_acc: 0.4383, top5_acc: 0.6781, loss_cls: 2.5022, loss: 3.9459, grad_norm: 6.3664 2021-07-03 15:12:31,083 - mmaction - INFO - Epoch [15][2640/3757] lr: 1.000e-02, eta: 6 days, 7:43:52, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4323, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.5576, loss: 3.9899, grad_norm: 6.3729 2021-07-03 15:12:52,279 - mmaction - INFO - Epoch [15][2660/3757] lr: 1.000e-02, eta: 6 days, 7:43:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3971, top1_acc: 0.4523, top5_acc: 0.6766, loss_cls: 2.4684, loss: 3.8655, grad_norm: 6.0433 2021-07-03 15:13:13,963 - mmaction - INFO - Epoch [15][2680/3757] lr: 1.000e-02, eta: 6 days, 7:43:08, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.4491, top1_acc: 0.4203, top5_acc: 0.6648, loss_cls: 2.5921, loss: 4.0412, grad_norm: 6.5457 2021-07-03 15:13:36,112 - mmaction - INFO - Epoch [15][2700/3757] lr: 1.000e-02, eta: 6 days, 7:42:53, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.4512, top1_acc: 0.4266, top5_acc: 0.6813, loss_cls: 2.5408, loss: 3.9921, grad_norm: 6.4657 2021-07-03 15:13:57,154 - mmaction - INFO - Epoch [15][2720/3757] lr: 1.000e-02, eta: 6 days, 7:42:27, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.4069, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.4486, loss: 3.8555, grad_norm: 6.3241 2021-07-03 15:14:18,286 - mmaction - INFO - Epoch [15][2740/3757] lr: 1.000e-02, eta: 6 days, 7:42:03, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3823, top1_acc: 0.4430, top5_acc: 0.7023, loss_cls: 2.4266, loss: 3.8089, grad_norm: 6.3513 2021-07-03 15:14:40,223 - mmaction - INFO - Epoch [15][2760/3757] lr: 1.000e-02, eta: 6 days, 7:41:45, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.4887, top1_acc: 0.4219, top5_acc: 0.6492, loss_cls: 2.6284, loss: 4.1171, grad_norm: 6.4357 2021-07-03 15:15:01,380 - mmaction - INFO - Epoch [15][2780/3757] lr: 1.000e-02, eta: 6 days, 7:41:21, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4010, top1_acc: 0.4375, top5_acc: 0.7039, loss_cls: 2.4575, loss: 3.8585, grad_norm: 6.2930 2021-07-03 15:15:23,320 - mmaction - INFO - Epoch [15][2800/3757] lr: 1.000e-02, eta: 6 days, 7:41:03, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.4678, top1_acc: 0.4367, top5_acc: 0.6625, loss_cls: 2.5850, loss: 4.0528, grad_norm: 6.5350 2021-07-03 15:15:44,376 - mmaction - INFO - Epoch [15][2820/3757] lr: 1.000e-02, eta: 6 days, 7:40:38, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4478, top1_acc: 0.4219, top5_acc: 0.6602, loss_cls: 2.5625, loss: 4.0103, grad_norm: 6.4259 2021-07-03 15:16:05,627 - mmaction - INFO - Epoch [15][2840/3757] lr: 1.000e-02, eta: 6 days, 7:40:14, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.4306, top1_acc: 0.4367, top5_acc: 0.6930, loss_cls: 2.5059, loss: 3.9365, grad_norm: 6.3648 2021-07-03 15:16:27,799 - mmaction - INFO - Epoch [15][2860/3757] lr: 1.000e-02, eta: 6 days, 7:39:59, time: 1.109, data_time: 0.005, memory: 6921, loss_aux: 1.4619, top1_acc: 0.4133, top5_acc: 0.6672, loss_cls: 2.5846, loss: 4.0465, grad_norm: 6.4964 2021-07-03 15:16:48,880 - mmaction - INFO - Epoch [15][2880/3757] lr: 1.000e-02, eta: 6 days, 7:39:33, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4042, top1_acc: 0.4398, top5_acc: 0.6883, loss_cls: 2.4831, loss: 3.8873, grad_norm: 6.1972 2021-07-03 15:17:11,247 - mmaction - INFO - Epoch [15][2900/3757] lr: 1.000e-02, eta: 6 days, 7:39:20, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.4577, top1_acc: 0.4258, top5_acc: 0.6687, loss_cls: 2.5532, loss: 4.0109, grad_norm: 6.2601 2021-07-03 15:17:32,277 - mmaction - INFO - Epoch [15][2920/3757] lr: 1.000e-02, eta: 6 days, 7:38:54, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.4176, top1_acc: 0.4188, top5_acc: 0.6922, loss_cls: 2.4918, loss: 3.9094, grad_norm: 6.2953 2021-07-03 15:17:53,444 - mmaction - INFO - Epoch [15][2940/3757] lr: 1.000e-02, eta: 6 days, 7:38:30, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4509, top1_acc: 0.4547, top5_acc: 0.6836, loss_cls: 2.5150, loss: 3.9659, grad_norm: 6.4859 2021-07-03 15:18:15,131 - mmaction - INFO - Epoch [15][2960/3757] lr: 1.000e-02, eta: 6 days, 7:38:10, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.4877, top1_acc: 0.4133, top5_acc: 0.6602, loss_cls: 2.6531, loss: 4.1408, grad_norm: 6.6485 2021-07-03 15:18:36,721 - mmaction - INFO - Epoch [15][2980/3757] lr: 1.000e-02, eta: 6 days, 7:37:49, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.4703, top1_acc: 0.4109, top5_acc: 0.6680, loss_cls: 2.6215, loss: 4.0918, grad_norm: 6.5599 2021-07-03 15:18:57,798 - mmaction - INFO - Epoch [15][3000/3757] lr: 1.000e-02, eta: 6 days, 7:37:24, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4547, top1_acc: 0.4250, top5_acc: 0.6984, loss_cls: 2.5187, loss: 3.9734, grad_norm: 6.4088 2021-07-03 15:19:18,843 - mmaction - INFO - Epoch [15][3020/3757] lr: 1.000e-02, eta: 6 days, 7:36:59, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4324, top1_acc: 0.4281, top5_acc: 0.6867, loss_cls: 2.5105, loss: 3.9429, grad_norm: 6.3791 2021-07-03 15:19:40,146 - mmaction - INFO - Epoch [15][3040/3757] lr: 1.000e-02, eta: 6 days, 7:36:35, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.4366, top1_acc: 0.4273, top5_acc: 0.6789, loss_cls: 2.5428, loss: 3.9794, grad_norm: 6.5275 2021-07-03 15:20:02,297 - mmaction - INFO - Epoch [15][3060/3757] lr: 1.000e-02, eta: 6 days, 7:36:20, time: 1.108, data_time: 0.007, memory: 6921, loss_aux: 1.4582, top1_acc: 0.4289, top5_acc: 0.6750, loss_cls: 2.5494, loss: 4.0076, grad_norm: 6.2884 2021-07-03 15:20:23,370 - mmaction - INFO - Epoch [15][3080/3757] lr: 1.000e-02, eta: 6 days, 7:35:54, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4251, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.5036, loss: 3.9287, grad_norm: 6.3254 2021-07-03 15:20:44,595 - mmaction - INFO - Epoch [15][3100/3757] lr: 1.000e-02, eta: 6 days, 7:35:31, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.4771, top1_acc: 0.4211, top5_acc: 0.6648, loss_cls: 2.5883, loss: 4.0654, grad_norm: 6.4851 2021-07-03 15:21:05,819 - mmaction - INFO - Epoch [15][3120/3757] lr: 1.000e-02, eta: 6 days, 7:35:07, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4416, top1_acc: 0.4320, top5_acc: 0.6883, loss_cls: 2.5022, loss: 3.9437, grad_norm: 6.3914 2021-07-03 15:21:28,399 - mmaction - INFO - Epoch [15][3140/3757] lr: 1.000e-02, eta: 6 days, 7:34:55, time: 1.129, data_time: 0.004, memory: 6921, loss_aux: 1.4376, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.4989, loss: 3.9364, grad_norm: 6.5080 2021-07-03 15:21:49,403 - mmaction - INFO - Epoch [15][3160/3757] lr: 1.000e-02, eta: 6 days, 7:34:29, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.4932, top1_acc: 0.4086, top5_acc: 0.6586, loss_cls: 2.6587, loss: 4.1520, grad_norm: 6.4616 2021-07-03 15:22:10,783 - mmaction - INFO - Epoch [15][3180/3757] lr: 1.000e-02, eta: 6 days, 7:34:07, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.4880, top1_acc: 0.4094, top5_acc: 0.6617, loss_cls: 2.6123, loss: 4.1003, grad_norm: 6.4818 2021-07-03 15:22:31,918 - mmaction - INFO - Epoch [15][3200/3757] lr: 1.000e-02, eta: 6 days, 7:33:42, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4496, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.5601, loss: 4.0096, grad_norm: 6.4006 2021-07-03 15:22:53,130 - mmaction - INFO - Epoch [15][3220/3757] lr: 1.000e-02, eta: 6 days, 7:33:18, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.4456, top1_acc: 0.4234, top5_acc: 0.6734, loss_cls: 2.5648, loss: 4.0105, grad_norm: 6.2997 2021-07-03 15:23:14,632 - mmaction - INFO - Epoch [15][3240/3757] lr: 1.000e-02, eta: 6 days, 7:32:56, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.4407, top1_acc: 0.4367, top5_acc: 0.6727, loss_cls: 2.5259, loss: 3.9666, grad_norm: 6.2438 2021-07-03 15:23:36,226 - mmaction - INFO - Epoch [15][3260/3757] lr: 1.000e-02, eta: 6 days, 7:32:36, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.4396, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.4999, loss: 3.9394, grad_norm: 6.3188 2021-07-03 15:23:57,376 - mmaction - INFO - Epoch [15][3280/3757] lr: 1.000e-02, eta: 6 days, 7:32:11, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4711, top1_acc: 0.4102, top5_acc: 0.6461, loss_cls: 2.6000, loss: 4.0711, grad_norm: 6.4603 2021-07-03 15:24:18,565 - mmaction - INFO - Epoch [15][3300/3757] lr: 1.000e-02, eta: 6 days, 7:31:47, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4638, top1_acc: 0.4289, top5_acc: 0.6453, loss_cls: 2.5735, loss: 4.0373, grad_norm: 6.3253 2021-07-03 15:24:40,248 - mmaction - INFO - Epoch [15][3320/3757] lr: 1.000e-02, eta: 6 days, 7:31:27, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.4582, top1_acc: 0.4070, top5_acc: 0.6648, loss_cls: 2.6022, loss: 4.0604, grad_norm: 6.5284 2021-07-03 15:25:01,763 - mmaction - INFO - Epoch [15][3340/3757] lr: 1.000e-02, eta: 6 days, 7:31:06, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.4488, top1_acc: 0.4391, top5_acc: 0.6813, loss_cls: 2.5013, loss: 3.9501, grad_norm: 6.1890 2021-07-03 15:25:23,374 - mmaction - INFO - Epoch [15][3360/3757] lr: 1.000e-02, eta: 6 days, 7:30:46, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.4888, top1_acc: 0.4320, top5_acc: 0.6594, loss_cls: 2.5810, loss: 4.0698, grad_norm: 6.2748 2021-07-03 15:25:44,352 - mmaction - INFO - Epoch [15][3380/3757] lr: 1.000e-02, eta: 6 days, 7:30:19, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.4373, top1_acc: 0.4258, top5_acc: 0.6672, loss_cls: 2.5395, loss: 3.9768, grad_norm: 6.3595 2021-07-03 15:26:05,922 - mmaction - INFO - Epoch [15][3400/3757] lr: 1.000e-02, eta: 6 days, 7:29:59, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.4233, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.5243, loss: 3.9476, grad_norm: 6.3083 2021-07-03 15:26:27,162 - mmaction - INFO - Epoch [15][3420/3757] lr: 1.000e-02, eta: 6 days, 7:29:35, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3996, top1_acc: 0.4391, top5_acc: 0.6945, loss_cls: 2.4099, loss: 3.8096, grad_norm: 6.2641 2021-07-03 15:26:48,349 - mmaction - INFO - Epoch [15][3440/3757] lr: 1.000e-02, eta: 6 days, 7:29:11, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.4185, top1_acc: 0.4273, top5_acc: 0.6828, loss_cls: 2.4828, loss: 3.9013, grad_norm: 6.3041 2021-07-03 15:27:10,166 - mmaction - INFO - Epoch [15][3460/3757] lr: 1.000e-02, eta: 6 days, 7:28:52, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.4229, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4639, loss: 3.8868, grad_norm: 6.2224 2021-07-03 15:27:31,232 - mmaction - INFO - Epoch [15][3480/3757] lr: 1.000e-02, eta: 6 days, 7:28:27, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.4750, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.5866, loss: 4.0617, grad_norm: 6.3573 2021-07-03 15:27:52,612 - mmaction - INFO - Epoch [15][3500/3757] lr: 1.000e-02, eta: 6 days, 7:28:04, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.4334, top1_acc: 0.4328, top5_acc: 0.6898, loss_cls: 2.4876, loss: 3.9210, grad_norm: 6.2394 2021-07-03 15:28:14,321 - mmaction - INFO - Epoch [15][3520/3757] lr: 1.000e-02, eta: 6 days, 7:27:45, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.4183, top1_acc: 0.4469, top5_acc: 0.6672, loss_cls: 2.5304, loss: 3.9487, grad_norm: 6.4036 2021-07-03 15:28:35,582 - mmaction - INFO - Epoch [15][3540/3757] lr: 1.000e-02, eta: 6 days, 7:27:21, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.4532, top1_acc: 0.4266, top5_acc: 0.6656, loss_cls: 2.5533, loss: 4.0065, grad_norm: 6.3301 2021-07-03 15:28:56,712 - mmaction - INFO - Epoch [15][3560/3757] lr: 1.000e-02, eta: 6 days, 7:26:57, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.4553, top1_acc: 0.4320, top5_acc: 0.6813, loss_cls: 2.5161, loss: 3.9714, grad_norm: 6.2885 2021-07-03 15:29:18,279 - mmaction - INFO - Epoch [15][3580/3757] lr: 1.000e-02, eta: 6 days, 7:26:36, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.4127, top1_acc: 0.4492, top5_acc: 0.6891, loss_cls: 2.4785, loss: 3.8912, grad_norm: 6.2234 2021-07-03 15:29:39,658 - mmaction - INFO - Epoch [15][3600/3757] lr: 1.000e-02, eta: 6 days, 7:26:13, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.4163, top1_acc: 0.4359, top5_acc: 0.6875, loss_cls: 2.4882, loss: 3.9044, grad_norm: 6.3181 2021-07-03 15:30:01,806 - mmaction - INFO - Epoch [15][3620/3757] lr: 1.000e-02, eta: 6 days, 7:25:58, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.4184, top1_acc: 0.4266, top5_acc: 0.6883, loss_cls: 2.4959, loss: 3.9144, grad_norm: 6.2149 2021-07-03 15:30:22,957 - mmaction - INFO - Epoch [15][3640/3757] lr: 1.000e-02, eta: 6 days, 7:25:33, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4674, top1_acc: 0.4320, top5_acc: 0.6758, loss_cls: 2.5206, loss: 3.9879, grad_norm: 6.4572 2021-07-03 15:30:44,293 - mmaction - INFO - Epoch [15][3660/3757] lr: 1.000e-02, eta: 6 days, 7:25:10, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.4080, top1_acc: 0.4391, top5_acc: 0.6898, loss_cls: 2.4989, loss: 3.9069, grad_norm: 6.3203 2021-07-03 15:31:05,447 - mmaction - INFO - Epoch [15][3680/3757] lr: 1.000e-02, eta: 6 days, 7:24:46, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4304, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.5146, loss: 3.9450, grad_norm: 6.3328 2021-07-03 15:31:26,631 - mmaction - INFO - Epoch [15][3700/3757] lr: 1.000e-02, eta: 6 days, 7:24:21, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4400, top1_acc: 0.4414, top5_acc: 0.6750, loss_cls: 2.5475, loss: 3.9875, grad_norm: 6.3753 2021-07-03 15:31:47,796 - mmaction - INFO - Epoch [15][3720/3757] lr: 1.000e-02, eta: 6 days, 7:23:57, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.4890, top1_acc: 0.4297, top5_acc: 0.6484, loss_cls: 2.6382, loss: 4.1272, grad_norm: 6.3931 2021-07-03 15:32:09,044 - mmaction - INFO - Epoch [15][3740/3757] lr: 1.000e-02, eta: 6 days, 7:23:33, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4288, top1_acc: 0.4258, top5_acc: 0.6852, loss_cls: 2.5175, loss: 3.9464, grad_norm: 6.1156 2021-07-03 15:32:28,495 - mmaction - INFO - Saving checkpoint at 15 epochs 2021-07-03 15:37:19,445 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-03 15:37:20,289 - mmaction - INFO - top1_acc 0.5295 top5_acc 0.7817 2021-07-03 15:37:20,290 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-03 15:37:20,320 - mmaction - INFO - mean_acc 0.5294 2021-07-03 15:37:20,328 - mmaction - INFO - Epoch(val) [15][310] top1_acc: 0.5295, top5_acc: 0.7817, mean_class_accuracy: 0.5294 2021-07-03 15:38:22,874 - mmaction - INFO - Epoch [16][20/3757] lr: 1.000e-02, eta: 6 days, 7:26:18, time: 3.124, data_time: 1.985, memory: 6921, loss_aux: 1.4062, top1_acc: 0.4430, top5_acc: 0.6945, loss_cls: 2.4022, loss: 3.8084, grad_norm: 6.2627 2021-07-03 15:38:43,981 - mmaction - INFO - Epoch [16][40/3757] lr: 1.000e-02, eta: 6 days, 7:25:53, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4430, top1_acc: 0.4227, top5_acc: 0.6867, loss_cls: 2.5232, loss: 3.9663, grad_norm: 6.5231 2021-07-03 15:39:05,358 - mmaction - INFO - Epoch [16][60/3757] lr: 1.000e-02, eta: 6 days, 7:25:30, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.4217, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.3951, loss: 3.8169, grad_norm: 6.3977 2021-07-03 15:39:27,147 - mmaction - INFO - Epoch [16][80/3757] lr: 1.000e-02, eta: 6 days, 7:25:11, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.3805, top1_acc: 0.4555, top5_acc: 0.7094, loss_cls: 2.3900, loss: 3.7705, grad_norm: 6.2612 2021-07-03 15:39:49,445 - mmaction - INFO - Epoch [16][100/3757] lr: 1.000e-02, eta: 6 days, 7:24:57, time: 1.116, data_time: 0.009, memory: 6921, loss_aux: 1.4215, top1_acc: 0.4391, top5_acc: 0.6859, loss_cls: 2.4824, loss: 3.9039, grad_norm: 6.3838 2021-07-03 15:40:11,618 - mmaction - INFO - Epoch [16][120/3757] lr: 1.000e-02, eta: 6 days, 7:24:42, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.4061, top1_acc: 0.4594, top5_acc: 0.6922, loss_cls: 2.4332, loss: 3.8394, grad_norm: 6.1553 2021-07-03 15:40:33,212 - mmaction - INFO - Epoch [16][140/3757] lr: 1.000e-02, eta: 6 days, 7:24:21, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3926, top1_acc: 0.4531, top5_acc: 0.6930, loss_cls: 2.4154, loss: 3.8080, grad_norm: 6.1578 2021-07-03 15:40:54,349 - mmaction - INFO - Epoch [16][160/3757] lr: 1.000e-02, eta: 6 days, 7:23:56, time: 1.057, data_time: 0.012, memory: 6921, loss_aux: 1.4298, top1_acc: 0.4344, top5_acc: 0.6922, loss_cls: 2.4910, loss: 3.9208, grad_norm: 6.5742 2021-07-03 15:41:16,225 - mmaction - INFO - Epoch [16][180/3757] lr: 1.000e-02, eta: 6 days, 7:23:38, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 1.4689, top1_acc: 0.4219, top5_acc: 0.6648, loss_cls: 2.5649, loss: 4.0337, grad_norm: 6.6163 2021-07-03 15:41:37,595 - mmaction - INFO - Epoch [16][200/3757] lr: 1.000e-02, eta: 6 days, 7:23:16, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.4427, top1_acc: 0.4359, top5_acc: 0.6656, loss_cls: 2.5422, loss: 3.9849, grad_norm: 6.4948 2021-07-03 15:41:59,127 - mmaction - INFO - Epoch [16][220/3757] lr: 1.000e-02, eta: 6 days, 7:22:54, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.3956, top1_acc: 0.4672, top5_acc: 0.6867, loss_cls: 2.4313, loss: 3.8269, grad_norm: 6.2933 2021-07-03 15:42:21,060 - mmaction - INFO - Epoch [16][240/3757] lr: 1.000e-02, eta: 6 days, 7:22:37, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.4196, top1_acc: 0.4234, top5_acc: 0.6914, loss_cls: 2.5006, loss: 3.9201, grad_norm: 6.3301 2021-07-03 15:42:43,207 - mmaction - INFO - Epoch [16][260/3757] lr: 1.000e-02, eta: 6 days, 7:22:21, time: 1.108, data_time: 0.005, memory: 6921, loss_aux: 1.4646, top1_acc: 0.4203, top5_acc: 0.6648, loss_cls: 2.5778, loss: 4.0423, grad_norm: 6.5349 2021-07-03 15:43:04,433 - mmaction - INFO - Epoch [16][280/3757] lr: 1.000e-02, eta: 6 days, 7:21:57, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4749, top1_acc: 0.4195, top5_acc: 0.6734, loss_cls: 2.5536, loss: 4.0285, grad_norm: 6.4327 2021-07-03 15:43:25,607 - mmaction - INFO - Epoch [16][300/3757] lr: 1.000e-02, eta: 6 days, 7:21:33, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.4484, top1_acc: 0.4359, top5_acc: 0.6750, loss_cls: 2.5513, loss: 3.9997, grad_norm: 6.5030 2021-07-03 15:43:47,607 - mmaction - INFO - Epoch [16][320/3757] lr: 1.000e-02, eta: 6 days, 7:21:16, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.3456, top1_acc: 0.4625, top5_acc: 0.7016, loss_cls: 2.3826, loss: 3.7283, grad_norm: 6.3407 2021-07-03 15:44:08,661 - mmaction - INFO - Epoch [16][340/3757] lr: 1.000e-02, eta: 6 days, 7:20:50, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.4330, top1_acc: 0.4336, top5_acc: 0.6750, loss_cls: 2.5176, loss: 3.9506, grad_norm: 6.2682 2021-07-03 15:44:31,519 - mmaction - INFO - Epoch [16][360/3757] lr: 1.000e-02, eta: 6 days, 7:20:41, time: 1.144, data_time: 0.004, memory: 6921, loss_aux: 1.3608, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3984, loss: 3.7592, grad_norm: 6.3220 2021-07-03 15:44:52,797 - mmaction - INFO - Epoch [16][380/3757] lr: 1.000e-02, eta: 6 days, 7:20:17, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4207, top1_acc: 0.4430, top5_acc: 0.6813, loss_cls: 2.4922, loss: 3.9130, grad_norm: 6.6246 2021-07-03 15:45:13,957 - mmaction - INFO - Epoch [16][400/3757] lr: 1.000e-02, eta: 6 days, 7:19:52, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4636, top1_acc: 0.4406, top5_acc: 0.6664, loss_cls: 2.5608, loss: 4.0244, grad_norm: 6.3505 2021-07-03 15:45:35,318 - mmaction - INFO - Epoch [16][420/3757] lr: 1.000e-02, eta: 6 days, 7:19:30, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.4266, top1_acc: 0.4531, top5_acc: 0.6922, loss_cls: 2.4345, loss: 3.8611, grad_norm: 6.3006 2021-07-03 15:45:58,172 - mmaction - INFO - Epoch [16][440/3757] lr: 1.000e-02, eta: 6 days, 7:19:20, time: 1.142, data_time: 0.003, memory: 6921, loss_aux: 1.4651, top1_acc: 0.4297, top5_acc: 0.6727, loss_cls: 2.5601, loss: 4.0252, grad_norm: 6.3618 2021-07-03 15:46:19,217 - mmaction - INFO - Epoch [16][460/3757] lr: 1.000e-02, eta: 6 days, 7:18:55, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4275, top1_acc: 0.4422, top5_acc: 0.6961, loss_cls: 2.4439, loss: 3.8715, grad_norm: 6.3204 2021-07-03 15:46:41,024 - mmaction - INFO - Epoch [16][480/3757] lr: 1.000e-02, eta: 6 days, 7:18:36, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.4739, top1_acc: 0.4234, top5_acc: 0.6875, loss_cls: 2.5472, loss: 4.0211, grad_norm: 6.5364 2021-07-03 15:47:03,029 - mmaction - INFO - Epoch [16][500/3757] lr: 1.000e-02, eta: 6 days, 7:18:19, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 1.4211, top1_acc: 0.4531, top5_acc: 0.6961, loss_cls: 2.4303, loss: 3.8515, grad_norm: 6.3040 2021-07-03 15:47:24,076 - mmaction - INFO - Epoch [16][520/3757] lr: 1.000e-02, eta: 6 days, 7:17:54, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.4390, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.4757, loss: 3.9147, grad_norm: 6.5244 2021-07-03 15:47:45,951 - mmaction - INFO - Epoch [16][540/3757] lr: 1.000e-02, eta: 6 days, 7:17:36, time: 1.094, data_time: 0.032, memory: 6921, loss_aux: 1.3977, top1_acc: 0.4484, top5_acc: 0.6914, loss_cls: 2.4701, loss: 3.8678, grad_norm: 6.4789 2021-07-03 15:48:07,674 - mmaction - INFO - Epoch [16][560/3757] lr: 1.000e-02, eta: 6 days, 7:17:16, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.4382, top1_acc: 0.4516, top5_acc: 0.7000, loss_cls: 2.4252, loss: 3.8634, grad_norm: 6.1754 2021-07-03 15:48:28,742 - mmaction - INFO - Epoch [16][580/3757] lr: 1.000e-02, eta: 6 days, 7:16:51, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4206, top1_acc: 0.4539, top5_acc: 0.6852, loss_cls: 2.5054, loss: 3.9260, grad_norm: 6.4157 2021-07-03 15:48:51,348 - mmaction - INFO - Epoch [16][600/3757] lr: 1.000e-02, eta: 6 days, 7:16:39, time: 1.130, data_time: 0.002, memory: 6921, loss_aux: 1.4210, top1_acc: 0.4359, top5_acc: 0.6891, loss_cls: 2.4470, loss: 3.8680, grad_norm: 6.3561 2021-07-03 15:49:12,504 - mmaction - INFO - Epoch [16][620/3757] lr: 1.000e-02, eta: 6 days, 7:16:15, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4190, top1_acc: 0.4406, top5_acc: 0.6922, loss_cls: 2.4591, loss: 3.8780, grad_norm: 6.2700 2021-07-03 15:49:33,682 - mmaction - INFO - Epoch [16][640/3757] lr: 1.000e-02, eta: 6 days, 7:15:50, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.4302, top1_acc: 0.4414, top5_acc: 0.6719, loss_cls: 2.5147, loss: 3.9449, grad_norm: 6.4602 2021-07-03 15:49:55,080 - mmaction - INFO - Epoch [16][660/3757] lr: 1.000e-02, eta: 6 days, 7:15:28, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.4111, top1_acc: 0.4414, top5_acc: 0.7008, loss_cls: 2.4459, loss: 3.8570, grad_norm: 6.2781 2021-07-03 15:50:16,657 - mmaction - INFO - Epoch [16][680/3757] lr: 1.000e-02, eta: 6 days, 7:15:07, time: 1.078, data_time: 0.006, memory: 6921, loss_aux: 1.4393, top1_acc: 0.4383, top5_acc: 0.6813, loss_cls: 2.5122, loss: 3.9515, grad_norm: 6.3206 2021-07-03 15:50:37,828 - mmaction - INFO - Epoch [16][700/3757] lr: 1.000e-02, eta: 6 days, 7:14:42, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.4691, top1_acc: 0.4258, top5_acc: 0.6734, loss_cls: 2.5853, loss: 4.0545, grad_norm: 6.4973 2021-07-03 15:50:59,209 - mmaction - INFO - Epoch [16][720/3757] lr: 1.000e-02, eta: 6 days, 7:14:20, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.4724, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.5811, loss: 4.0535, grad_norm: 6.3694 2021-07-03 15:51:20,378 - mmaction - INFO - Epoch [16][740/3757] lr: 1.000e-02, eta: 6 days, 7:13:55, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.4405, top1_acc: 0.4242, top5_acc: 0.6844, loss_cls: 2.5188, loss: 3.9593, grad_norm: 6.2245 2021-07-03 15:51:42,183 - mmaction - INFO - Epoch [16][760/3757] lr: 1.000e-02, eta: 6 days, 7:13:37, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.4690, top1_acc: 0.4273, top5_acc: 0.6586, loss_cls: 2.6194, loss: 4.0884, grad_norm: 6.3168 2021-07-03 15:52:04,003 - mmaction - INFO - Epoch [16][780/3757] lr: 1.000e-02, eta: 6 days, 7:13:18, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.4668, top1_acc: 0.4227, top5_acc: 0.6719, loss_cls: 2.6018, loss: 4.0686, grad_norm: 6.3627 2021-07-03 15:52:25,159 - mmaction - INFO - Epoch [16][800/3757] lr: 1.000e-02, eta: 6 days, 7:12:53, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.4010, top1_acc: 0.4539, top5_acc: 0.6797, loss_cls: 2.4853, loss: 3.8863, grad_norm: 6.3003 2021-07-03 15:52:46,382 - mmaction - INFO - Epoch [16][820/3757] lr: 1.000e-02, eta: 6 days, 7:12:29, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3980, top1_acc: 0.4625, top5_acc: 0.6953, loss_cls: 2.4470, loss: 3.8450, grad_norm: 6.3752 2021-07-03 15:53:08,068 - mmaction - INFO - Epoch [16][840/3757] lr: 1.000e-02, eta: 6 days, 7:12:09, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.4196, top1_acc: 0.4313, top5_acc: 0.6711, loss_cls: 2.5064, loss: 3.9260, grad_norm: 6.4004 2021-07-03 15:53:28,965 - mmaction - INFO - Epoch [16][860/3757] lr: 1.000e-02, eta: 6 days, 7:11:43, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.3997, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4581, loss: 3.8579, grad_norm: 6.2500 2021-07-03 15:53:50,469 - mmaction - INFO - Epoch [16][880/3757] lr: 1.000e-02, eta: 6 days, 7:11:21, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.4730, top1_acc: 0.4258, top5_acc: 0.6703, loss_cls: 2.5770, loss: 4.0500, grad_norm: 6.3908 2021-07-03 15:54:11,747 - mmaction - INFO - Epoch [16][900/3757] lr: 1.000e-02, eta: 6 days, 7:10:58, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.4147, top1_acc: 0.4492, top5_acc: 0.6828, loss_cls: 2.4665, loss: 3.8812, grad_norm: 6.3169 2021-07-03 15:54:34,132 - mmaction - INFO - Epoch [16][920/3757] lr: 1.000e-02, eta: 6 days, 7:10:44, time: 1.118, data_time: 0.071, memory: 6921, loss_aux: 1.3537, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3508, loss: 3.7046, grad_norm: 6.2513 2021-07-03 15:54:55,913 - mmaction - INFO - Epoch [16][940/3757] lr: 1.000e-02, eta: 6 days, 7:10:25, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.4075, top1_acc: 0.4430, top5_acc: 0.7016, loss_cls: 2.4627, loss: 3.8702, grad_norm: 6.4153 2021-07-03 15:55:17,513 - mmaction - INFO - Epoch [16][960/3757] lr: 1.000e-02, eta: 6 days, 7:10:05, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 1.4194, top1_acc: 0.4484, top5_acc: 0.6852, loss_cls: 2.4908, loss: 3.9102, grad_norm: 6.6230 2021-07-03 15:55:38,742 - mmaction - INFO - Epoch [16][980/3757] lr: 1.000e-02, eta: 6 days, 7:09:40, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4704, top1_acc: 0.4156, top5_acc: 0.6586, loss_cls: 2.5945, loss: 4.0649, grad_norm: 6.3198 2021-07-03 15:55:59,947 - mmaction - INFO - Epoch [16][1000/3757] lr: 1.000e-02, eta: 6 days, 7:09:16, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.4818, top1_acc: 0.4398, top5_acc: 0.6742, loss_cls: 2.5261, loss: 4.0080, grad_norm: 6.3429 2021-07-03 15:56:22,214 - mmaction - INFO - Epoch [16][1020/3757] lr: 1.000e-02, eta: 6 days, 7:09:02, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 1.4013, top1_acc: 0.4359, top5_acc: 0.6875, loss_cls: 2.4586, loss: 3.8599, grad_norm: 6.2475 2021-07-03 15:56:43,519 - mmaction - INFO - Epoch [16][1040/3757] lr: 1.000e-02, eta: 6 days, 7:08:38, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.4216, top1_acc: 0.4203, top5_acc: 0.6766, loss_cls: 2.5330, loss: 3.9547, grad_norm: 6.2999 2021-07-03 15:57:05,519 - mmaction - INFO - Epoch [16][1060/3757] lr: 1.000e-02, eta: 6 days, 7:08:22, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 1.4758, top1_acc: 0.4117, top5_acc: 0.6758, loss_cls: 2.5566, loss: 4.0324, grad_norm: 6.4410 2021-07-03 15:57:27,364 - mmaction - INFO - Epoch [16][1080/3757] lr: 1.000e-02, eta: 6 days, 7:08:03, time: 1.091, data_time: 0.001, memory: 6921, loss_aux: 1.4664, top1_acc: 0.4266, top5_acc: 0.6836, loss_cls: 2.5512, loss: 4.0177, grad_norm: 6.2669 2021-07-03 15:57:48,389 - mmaction - INFO - Epoch [16][1100/3757] lr: 1.000e-02, eta: 6 days, 7:07:37, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.4525, top1_acc: 0.4258, top5_acc: 0.6727, loss_cls: 2.5170, loss: 3.9696, grad_norm: 6.4510 2021-07-03 15:58:09,403 - mmaction - INFO - Epoch [16][1120/3757] lr: 1.000e-02, eta: 6 days, 7:07:11, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.4063, top1_acc: 0.4523, top5_acc: 0.6977, loss_cls: 2.4477, loss: 3.8540, grad_norm: 6.2911 2021-07-03 15:58:30,614 - mmaction - INFO - Epoch [16][1140/3757] lr: 1.000e-02, eta: 6 days, 7:06:48, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.4356, top1_acc: 0.4297, top5_acc: 0.6867, loss_cls: 2.5040, loss: 3.9395, grad_norm: 6.4896 2021-07-03 15:58:51,987 - mmaction - INFO - Epoch [16][1160/3757] lr: 1.000e-02, eta: 6 days, 7:06:25, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.4165, top1_acc: 0.4367, top5_acc: 0.6930, loss_cls: 2.5109, loss: 3.9274, grad_norm: 6.3994 2021-07-03 15:59:13,824 - mmaction - INFO - Epoch [16][1180/3757] lr: 1.000e-02, eta: 6 days, 7:06:06, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.4101, top1_acc: 0.4617, top5_acc: 0.6891, loss_cls: 2.4460, loss: 3.8560, grad_norm: 6.1304 2021-07-03 15:59:35,178 - mmaction - INFO - Epoch [16][1200/3757] lr: 1.000e-02, eta: 6 days, 7:05:43, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.4194, top1_acc: 0.4414, top5_acc: 0.6773, loss_cls: 2.4647, loss: 3.8841, grad_norm: 6.4427 2021-07-03 15:59:56,816 - mmaction - INFO - Epoch [16][1220/3757] lr: 1.000e-02, eta: 6 days, 7:05:23, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.4017, top1_acc: 0.4422, top5_acc: 0.6969, loss_cls: 2.4383, loss: 3.8400, grad_norm: 6.0922 2021-07-03 16:00:17,888 - mmaction - INFO - Epoch [16][1240/3757] lr: 1.000e-02, eta: 6 days, 7:04:58, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.4584, top1_acc: 0.4406, top5_acc: 0.6641, loss_cls: 2.5415, loss: 3.9999, grad_norm: 6.3636 2021-07-03 16:00:39,075 - mmaction - INFO - Epoch [16][1260/3757] lr: 1.000e-02, eta: 6 days, 7:04:34, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3970, top1_acc: 0.4609, top5_acc: 0.6742, loss_cls: 2.4544, loss: 3.8513, grad_norm: 6.4207 2021-07-03 16:01:00,506 - mmaction - INFO - Epoch [16][1280/3757] lr: 1.000e-02, eta: 6 days, 7:04:11, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.4799, top1_acc: 0.4266, top5_acc: 0.6695, loss_cls: 2.5786, loss: 4.0585, grad_norm: 6.5541 2021-07-03 16:01:22,499 - mmaction - INFO - Epoch [16][1300/3757] lr: 1.000e-02, eta: 6 days, 7:03:54, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.4043, top1_acc: 0.4523, top5_acc: 0.6859, loss_cls: 2.4633, loss: 3.8676, grad_norm: 6.1892 2021-07-03 16:01:44,596 - mmaction - INFO - Epoch [16][1320/3757] lr: 1.000e-02, eta: 6 days, 7:03:38, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.4584, top1_acc: 0.4273, top5_acc: 0.6859, loss_cls: 2.5241, loss: 3.9825, grad_norm: 6.4279 2021-07-03 16:02:06,253 - mmaction - INFO - Epoch [16][1340/3757] lr: 1.000e-02, eta: 6 days, 7:03:18, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.4505, top1_acc: 0.4336, top5_acc: 0.6898, loss_cls: 2.5324, loss: 3.9828, grad_norm: 6.3063 2021-07-03 16:02:28,140 - mmaction - INFO - Epoch [16][1360/3757] lr: 1.000e-02, eta: 6 days, 7:03:00, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.4205, top1_acc: 0.4328, top5_acc: 0.6766, loss_cls: 2.5234, loss: 3.9440, grad_norm: 6.4085 2021-07-03 16:02:49,864 - mmaction - INFO - Epoch [16][1380/3757] lr: 1.000e-02, eta: 6 days, 7:02:40, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.3974, top1_acc: 0.4430, top5_acc: 0.6734, loss_cls: 2.4440, loss: 3.8415, grad_norm: 6.2047 2021-07-03 16:03:10,809 - mmaction - INFO - Epoch [16][1400/3757] lr: 1.000e-02, eta: 6 days, 7:02:14, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 1.4303, top1_acc: 0.4531, top5_acc: 0.6805, loss_cls: 2.5079, loss: 3.9382, grad_norm: 6.4268 2021-07-03 16:03:31,997 - mmaction - INFO - Epoch [16][1420/3757] lr: 1.000e-02, eta: 6 days, 7:01:50, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.4578, top1_acc: 0.4148, top5_acc: 0.6813, loss_cls: 2.5432, loss: 4.0010, grad_norm: 6.6270 2021-07-03 16:03:54,403 - mmaction - INFO - Epoch [16][1440/3757] lr: 1.000e-02, eta: 6 days, 7:01:36, time: 1.120, data_time: 0.006, memory: 6921, loss_aux: 1.4514, top1_acc: 0.4422, top5_acc: 0.6797, loss_cls: 2.5498, loss: 4.0011, grad_norm: 6.2997 2021-07-03 16:04:15,994 - mmaction - INFO - Epoch [16][1460/3757] lr: 1.000e-02, eta: 6 days, 7:01:15, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.4736, top1_acc: 0.4336, top5_acc: 0.6820, loss_cls: 2.5481, loss: 4.0216, grad_norm: 6.4258 2021-07-03 16:04:37,542 - mmaction - INFO - Epoch [16][1480/3757] lr: 1.000e-02, eta: 6 days, 7:00:54, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.4608, top1_acc: 0.4094, top5_acc: 0.6758, loss_cls: 2.5501, loss: 4.0109, grad_norm: 6.5016 2021-07-03 16:04:59,049 - mmaction - INFO - Epoch [16][1500/3757] lr: 1.000e-02, eta: 6 days, 7:00:33, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.4234, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4629, loss: 3.8864, grad_norm: 6.3969 2021-07-03 16:05:20,061 - mmaction - INFO - Epoch [16][1520/3757] lr: 1.000e-02, eta: 6 days, 7:00:07, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.4277, top1_acc: 0.4398, top5_acc: 0.6875, loss_cls: 2.4922, loss: 3.9199, grad_norm: 6.4530 2021-07-03 16:05:41,390 - mmaction - INFO - Epoch [16][1540/3757] lr: 1.000e-02, eta: 6 days, 6:59:44, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.4294, top1_acc: 0.4391, top5_acc: 0.6641, loss_cls: 2.5362, loss: 3.9656, grad_norm: 6.5000 2021-07-03 16:06:03,062 - mmaction - INFO - Epoch [16][1560/3757] lr: 1.000e-02, eta: 6 days, 6:59:24, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.4417, top1_acc: 0.4234, top5_acc: 0.6594, loss_cls: 2.5644, loss: 4.0060, grad_norm: 6.3651 2021-07-03 16:06:25,058 - mmaction - INFO - Epoch [16][1580/3757] lr: 1.000e-02, eta: 6 days, 6:59:07, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.4841, top1_acc: 0.4180, top5_acc: 0.6477, loss_cls: 2.6268, loss: 4.1109, grad_norm: 6.4349 2021-07-03 16:06:46,649 - mmaction - INFO - Epoch [16][1600/3757] lr: 1.000e-02, eta: 6 days, 6:58:46, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.4828, top1_acc: 0.4242, top5_acc: 0.6664, loss_cls: 2.5901, loss: 4.0728, grad_norm: 6.3999 2021-07-03 16:07:09,166 - mmaction - INFO - Epoch [16][1620/3757] lr: 1.000e-02, eta: 6 days, 6:58:34, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 1.4093, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.4763, loss: 3.8855, grad_norm: 6.2621 2021-07-03 16:07:30,027 - mmaction - INFO - Epoch [16][1640/3757] lr: 1.000e-02, eta: 6 days, 6:58:07, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.4263, top1_acc: 0.4305, top5_acc: 0.6922, loss_cls: 2.4754, loss: 3.9017, grad_norm: 6.4221 2021-07-03 16:07:51,077 - mmaction - INFO - Epoch [16][1660/3757] lr: 1.000e-02, eta: 6 days, 6:57:41, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4662, top1_acc: 0.4391, top5_acc: 0.6609, loss_cls: 2.6039, loss: 4.0702, grad_norm: 6.5257 2021-07-03 16:08:12,393 - mmaction - INFO - Epoch [16][1680/3757] lr: 1.000e-02, eta: 6 days, 6:57:18, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3991, top1_acc: 0.4547, top5_acc: 0.6758, loss_cls: 2.4956, loss: 3.8947, grad_norm: 6.3166 2021-07-03 16:08:33,817 - mmaction - INFO - Epoch [16][1700/3757] lr: 1.000e-02, eta: 6 days, 6:56:56, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 1.4004, top1_acc: 0.4523, top5_acc: 0.6945, loss_cls: 2.4254, loss: 3.8258, grad_norm: 6.2812 2021-07-03 16:08:54,772 - mmaction - INFO - Epoch [16][1720/3757] lr: 1.000e-02, eta: 6 days, 6:56:30, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.4395, top1_acc: 0.4461, top5_acc: 0.6828, loss_cls: 2.4910, loss: 3.9306, grad_norm: 6.3371 2021-07-03 16:09:16,110 - mmaction - INFO - Epoch [16][1740/3757] lr: 1.000e-02, eta: 6 days, 6:56:07, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.4148, top1_acc: 0.4336, top5_acc: 0.6914, loss_cls: 2.5008, loss: 3.9157, grad_norm: 6.3367 2021-07-03 16:09:37,546 - mmaction - INFO - Epoch [16][1760/3757] lr: 1.000e-02, eta: 6 days, 6:55:44, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.4057, top1_acc: 0.4305, top5_acc: 0.6898, loss_cls: 2.5042, loss: 3.9099, grad_norm: 6.3131 2021-07-03 16:09:59,491 - mmaction - INFO - Epoch [16][1780/3757] lr: 1.000e-02, eta: 6 days, 6:55:27, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 1.4754, top1_acc: 0.4062, top5_acc: 0.6719, loss_cls: 2.6079, loss: 4.0833, grad_norm: 6.4392 2021-07-03 16:10:21,781 - mmaction - INFO - Epoch [16][1800/3757] lr: 1.000e-02, eta: 6 days, 6:55:12, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.4290, top1_acc: 0.4281, top5_acc: 0.6867, loss_cls: 2.4803, loss: 3.9093, grad_norm: 6.3392 2021-07-03 16:10:44,021 - mmaction - INFO - Epoch [16][1820/3757] lr: 1.000e-02, eta: 6 days, 6:54:57, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.4312, top1_acc: 0.4359, top5_acc: 0.6953, loss_cls: 2.4755, loss: 3.9067, grad_norm: 6.2368 2021-07-03 16:11:05,535 - mmaction - INFO - Epoch [16][1840/3757] lr: 1.000e-02, eta: 6 days, 6:54:36, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.4221, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4851, loss: 3.9072, grad_norm: 6.4809 2021-07-03 16:11:27,262 - mmaction - INFO - Epoch [16][1860/3757] lr: 1.000e-02, eta: 6 days, 6:54:16, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.4133, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4866, loss: 3.8998, grad_norm: 6.2903 2021-07-03 16:11:48,456 - mmaction - INFO - Epoch [16][1880/3757] lr: 1.000e-02, eta: 6 days, 6:53:52, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.4230, top1_acc: 0.4398, top5_acc: 0.6898, loss_cls: 2.4847, loss: 3.9078, grad_norm: 6.4539 2021-07-03 16:12:10,630 - mmaction - INFO - Epoch [16][1900/3757] lr: 1.000e-02, eta: 6 days, 6:53:37, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.4349, top1_acc: 0.4289, top5_acc: 0.6773, loss_cls: 2.5140, loss: 3.9489, grad_norm: 6.3412 2021-07-03 16:12:32,230 - mmaction - INFO - Epoch [16][1920/3757] lr: 1.000e-02, eta: 6 days, 6:53:16, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.3875, top1_acc: 0.4430, top5_acc: 0.6813, loss_cls: 2.4579, loss: 3.8453, grad_norm: 6.3282 2021-07-03 16:12:54,077 - mmaction - INFO - Epoch [16][1940/3757] lr: 1.000e-02, eta: 6 days, 6:52:58, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.4276, top1_acc: 0.4555, top5_acc: 0.6898, loss_cls: 2.4656, loss: 3.8932, grad_norm: 6.4863 2021-07-03 16:13:16,011 - mmaction - INFO - Epoch [16][1960/3757] lr: 1.000e-02, eta: 6 days, 6:52:39, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 1.3733, top1_acc: 0.4648, top5_acc: 0.6969, loss_cls: 2.4034, loss: 3.7766, grad_norm: 6.3433 2021-07-03 16:13:37,265 - mmaction - INFO - Epoch [16][1980/3757] lr: 1.000e-02, eta: 6 days, 6:52:16, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.4746, top1_acc: 0.4406, top5_acc: 0.6703, loss_cls: 2.5518, loss: 4.0264, grad_norm: 6.2888 2021-07-03 16:13:58,531 - mmaction - INFO - Epoch [16][2000/3757] lr: 1.000e-02, eta: 6 days, 6:51:52, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4253, top1_acc: 0.4383, top5_acc: 0.6891, loss_cls: 2.4523, loss: 3.8776, grad_norm: 6.3782 2021-07-03 16:14:19,807 - mmaction - INFO - Epoch [16][2020/3757] lr: 1.000e-02, eta: 6 days, 6:51:29, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.4235, top1_acc: 0.4414, top5_acc: 0.6891, loss_cls: 2.4908, loss: 3.9143, grad_norm: 6.6163 2021-07-03 16:14:41,809 - mmaction - INFO - Epoch [16][2040/3757] lr: 1.000e-02, eta: 6 days, 6:51:12, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 1.4606, top1_acc: 0.4125, top5_acc: 0.6766, loss_cls: 2.5791, loss: 4.0397, grad_norm: 6.4113 2021-07-03 16:15:03,755 - mmaction - INFO - Epoch [16][2060/3757] lr: 1.000e-02, eta: 6 days, 6:50:54, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.4553, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.5391, loss: 3.9944, grad_norm: 6.3455 2021-07-03 16:15:26,117 - mmaction - INFO - Epoch [16][2080/3757] lr: 1.000e-02, eta: 6 days, 6:50:40, time: 1.120, data_time: 0.006, memory: 6921, loss_aux: 1.4657, top1_acc: 0.4203, top5_acc: 0.6703, loss_cls: 2.5585, loss: 4.0241, grad_norm: 6.4494 2021-07-03 16:15:47,453 - mmaction - INFO - Epoch [16][2100/3757] lr: 1.000e-02, eta: 6 days, 6:50:17, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.4378, top1_acc: 0.4453, top5_acc: 0.6766, loss_cls: 2.5270, loss: 3.9648, grad_norm: 6.3149 2021-07-03 16:16:09,021 - mmaction - INFO - Epoch [16][2120/3757] lr: 1.000e-02, eta: 6 days, 6:49:56, time: 1.078, data_time: 0.006, memory: 6921, loss_aux: 1.4819, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.6581, loss: 4.1400, grad_norm: 6.5774 2021-07-03 16:16:30,342 - mmaction - INFO - Epoch [16][2140/3757] lr: 1.000e-02, eta: 6 days, 6:49:33, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.4218, top1_acc: 0.4141, top5_acc: 0.6664, loss_cls: 2.5542, loss: 3.9761, grad_norm: 6.4690 2021-07-03 16:16:52,229 - mmaction - INFO - Epoch [16][2160/3757] lr: 1.000e-02, eta: 6 days, 6:49:15, time: 1.094, data_time: 0.010, memory: 6921, loss_aux: 1.4562, top1_acc: 0.4336, top5_acc: 0.6969, loss_cls: 2.4938, loss: 3.9500, grad_norm: 6.4245 2021-07-03 16:17:13,700 - mmaction - INFO - Epoch [16][2180/3757] lr: 1.000e-02, eta: 6 days, 6:48:53, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.4828, top1_acc: 0.4469, top5_acc: 0.6664, loss_cls: 2.5559, loss: 4.0388, grad_norm: 6.4859 2021-07-03 16:17:34,971 - mmaction - INFO - Epoch [16][2200/3757] lr: 1.000e-02, eta: 6 days, 6:48:30, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4393, top1_acc: 0.4492, top5_acc: 0.6766, loss_cls: 2.5208, loss: 3.9602, grad_norm: 6.2438 2021-07-03 16:17:56,471 - mmaction - INFO - Epoch [16][2220/3757] lr: 1.000e-02, eta: 6 days, 6:48:08, time: 1.075, data_time: 0.016, memory: 6921, loss_aux: 1.4092, top1_acc: 0.4352, top5_acc: 0.6773, loss_cls: 2.5034, loss: 3.9126, grad_norm: 6.4051 2021-07-03 16:18:18,411 - mmaction - INFO - Epoch [16][2240/3757] lr: 1.000e-02, eta: 6 days, 6:47:50, time: 1.096, data_time: 0.007, memory: 6921, loss_aux: 1.4175, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4647, loss: 3.8822, grad_norm: 6.5640 2021-07-03 16:18:39,590 - mmaction - INFO - Epoch [16][2260/3757] lr: 1.000e-02, eta: 6 days, 6:47:26, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.4520, top1_acc: 0.4289, top5_acc: 0.6664, loss_cls: 2.5991, loss: 4.0512, grad_norm: 6.5720 2021-07-03 16:19:01,035 - mmaction - INFO - Epoch [16][2280/3757] lr: 1.000e-02, eta: 6 days, 6:47:04, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.4716, top1_acc: 0.4109, top5_acc: 0.6875, loss_cls: 2.5648, loss: 4.0364, grad_norm: 6.3840 2021-07-03 16:19:22,346 - mmaction - INFO - Epoch [16][2300/3757] lr: 1.000e-02, eta: 6 days, 6:46:41, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.4316, top1_acc: 0.4523, top5_acc: 0.6852, loss_cls: 2.4747, loss: 3.9063, grad_norm: 6.3038 2021-07-03 16:19:43,676 - mmaction - INFO - Epoch [16][2320/3757] lr: 1.000e-02, eta: 6 days, 6:46:18, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4250, top1_acc: 0.4195, top5_acc: 0.6813, loss_cls: 2.5319, loss: 3.9569, grad_norm: 6.4204 2021-07-03 16:20:05,783 - mmaction - INFO - Epoch [16][2340/3757] lr: 1.000e-02, eta: 6 days, 6:46:02, time: 1.109, data_time: 0.018, memory: 6921, loss_aux: 1.3944, top1_acc: 0.4578, top5_acc: 0.6922, loss_cls: 2.4045, loss: 3.7989, grad_norm: 6.2200 2021-07-03 16:20:27,330 - mmaction - INFO - Epoch [16][2360/3757] lr: 1.000e-02, eta: 6 days, 6:45:40, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 1.4600, top1_acc: 0.4086, top5_acc: 0.6578, loss_cls: 2.6016, loss: 4.0616, grad_norm: 6.4982 2021-07-03 16:20:48,556 - mmaction - INFO - Epoch [16][2380/3757] lr: 1.000e-02, eta: 6 days, 6:45:17, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.4101, top1_acc: 0.4398, top5_acc: 0.6867, loss_cls: 2.4669, loss: 3.8770, grad_norm: 6.2470 2021-07-03 16:21:10,257 - mmaction - INFO - Epoch [16][2400/3757] lr: 1.000e-02, eta: 6 days, 6:44:57, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.4077, top1_acc: 0.4391, top5_acc: 0.6891, loss_cls: 2.4842, loss: 3.8919, grad_norm: 6.4163 2021-07-03 16:21:32,415 - mmaction - INFO - Epoch [16][2420/3757] lr: 1.000e-02, eta: 6 days, 6:44:41, time: 1.108, data_time: 0.005, memory: 6921, loss_aux: 1.3723, top1_acc: 0.4578, top5_acc: 0.7109, loss_cls: 2.4131, loss: 3.7853, grad_norm: 6.3113 2021-07-03 16:21:54,774 - mmaction - INFO - Epoch [16][2440/3757] lr: 1.000e-02, eta: 6 days, 6:44:27, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.4019, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.4427, loss: 3.8446, grad_norm: 6.2902 2021-07-03 16:22:17,047 - mmaction - INFO - Epoch [16][2460/3757] lr: 1.000e-02, eta: 6 days, 6:44:12, time: 1.112, data_time: 0.069, memory: 6921, loss_aux: 1.4657, top1_acc: 0.4313, top5_acc: 0.6687, loss_cls: 2.5795, loss: 4.0452, grad_norm: 6.4320 2021-07-03 16:22:37,917 - mmaction - INFO - Epoch [16][2480/3757] lr: 1.000e-02, eta: 6 days, 6:43:45, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.4234, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4644, loss: 3.8877, grad_norm: 6.3969 2021-07-03 16:22:59,144 - mmaction - INFO - Epoch [16][2500/3757] lr: 1.000e-02, eta: 6 days, 6:43:21, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4481, top1_acc: 0.4336, top5_acc: 0.6750, loss_cls: 2.5526, loss: 4.0007, grad_norm: 6.4235 2021-07-03 16:23:20,399 - mmaction - INFO - Epoch [16][2520/3757] lr: 1.000e-02, eta: 6 days, 6:42:58, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.4275, top1_acc: 0.4570, top5_acc: 0.6883, loss_cls: 2.4487, loss: 3.8762, grad_norm: 6.2276 2021-07-03 16:23:41,950 - mmaction - INFO - Epoch [16][2540/3757] lr: 1.000e-02, eta: 6 days, 6:42:37, time: 1.077, data_time: 0.010, memory: 6921, loss_aux: 1.4414, top1_acc: 0.4359, top5_acc: 0.6703, loss_cls: 2.5396, loss: 3.9810, grad_norm: 6.3067 2021-07-03 16:24:03,501 - mmaction - INFO - Epoch [16][2560/3757] lr: 1.000e-02, eta: 6 days, 6:42:15, time: 1.076, data_time: 0.011, memory: 6921, loss_aux: 1.3837, top1_acc: 0.4734, top5_acc: 0.6891, loss_cls: 2.4303, loss: 3.8140, grad_norm: 6.2960 2021-07-03 16:24:25,451 - mmaction - INFO - Epoch [16][2580/3757] lr: 1.000e-02, eta: 6 days, 6:41:58, time: 1.098, data_time: 0.006, memory: 6921, loss_aux: 1.4375, top1_acc: 0.4180, top5_acc: 0.6922, loss_cls: 2.4916, loss: 3.9291, grad_norm: 6.3438 2021-07-03 16:24:46,893 - mmaction - INFO - Epoch [16][2600/3757] lr: 1.000e-02, eta: 6 days, 6:41:36, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3932, top1_acc: 0.4367, top5_acc: 0.6828, loss_cls: 2.4996, loss: 3.8927, grad_norm: 6.5199 2021-07-03 16:25:08,067 - mmaction - INFO - Epoch [16][2620/3757] lr: 1.000e-02, eta: 6 days, 6:41:11, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.4177, top1_acc: 0.4305, top5_acc: 0.6695, loss_cls: 2.5021, loss: 3.9198, grad_norm: 6.2681 2021-07-03 16:25:31,052 - mmaction - INFO - Epoch [16][2640/3757] lr: 1.000e-02, eta: 6 days, 6:41:03, time: 1.150, data_time: 0.125, memory: 6921, loss_aux: 1.4056, top1_acc: 0.4609, top5_acc: 0.6961, loss_cls: 2.4214, loss: 3.8271, grad_norm: 6.2610 2021-07-03 16:25:52,246 - mmaction - INFO - Epoch [16][2660/3757] lr: 1.000e-02, eta: 6 days, 6:40:38, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4685, top1_acc: 0.4313, top5_acc: 0.6609, loss_cls: 2.5826, loss: 4.0511, grad_norm: 6.3755 2021-07-03 16:26:14,037 - mmaction - INFO - Epoch [16][2680/3757] lr: 1.000e-02, eta: 6 days, 6:40:19, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.4338, top1_acc: 0.4266, top5_acc: 0.6805, loss_cls: 2.5151, loss: 3.9489, grad_norm: 6.1693 2021-07-03 16:26:35,020 - mmaction - INFO - Epoch [16][2700/3757] lr: 1.000e-02, eta: 6 days, 6:39:54, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.4386, top1_acc: 0.4313, top5_acc: 0.6766, loss_cls: 2.5254, loss: 3.9640, grad_norm: 6.4468 2021-07-03 16:26:56,993 - mmaction - INFO - Epoch [16][2720/3757] lr: 1.000e-02, eta: 6 days, 6:39:36, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.3829, top1_acc: 0.4281, top5_acc: 0.7008, loss_cls: 2.4369, loss: 3.8199, grad_norm: 6.2679 2021-07-03 16:27:18,452 - mmaction - INFO - Epoch [16][2740/3757] lr: 1.000e-02, eta: 6 days, 6:39:14, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.4022, top1_acc: 0.4586, top5_acc: 0.6937, loss_cls: 2.4343, loss: 3.8365, grad_norm: 6.3378 2021-07-03 16:27:39,793 - mmaction - INFO - Epoch [16][2760/3757] lr: 1.000e-02, eta: 6 days, 6:38:51, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.4595, top1_acc: 0.4250, top5_acc: 0.6586, loss_cls: 2.5657, loss: 4.0251, grad_norm: 6.4091 2021-07-03 16:28:00,997 - mmaction - INFO - Epoch [16][2780/3757] lr: 1.000e-02, eta: 6 days, 6:38:27, time: 1.060, data_time: 0.010, memory: 6921, loss_aux: 1.4634, top1_acc: 0.4375, top5_acc: 0.6703, loss_cls: 2.5745, loss: 4.0379, grad_norm: 6.5698 2021-07-03 16:28:23,862 - mmaction - INFO - Epoch [16][2800/3757] lr: 1.000e-02, eta: 6 days, 6:38:17, time: 1.143, data_time: 0.106, memory: 6921, loss_aux: 1.4425, top1_acc: 0.4266, top5_acc: 0.6633, loss_cls: 2.5691, loss: 4.0116, grad_norm: 6.6038 2021-07-03 16:28:44,883 - mmaction - INFO - Epoch [16][2820/3757] lr: 1.000e-02, eta: 6 days, 6:37:52, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.4310, top1_acc: 0.4305, top5_acc: 0.6906, loss_cls: 2.4797, loss: 3.9108, grad_norm: 6.3488 2021-07-03 16:29:06,025 - mmaction - INFO - Epoch [16][2840/3757] lr: 1.000e-02, eta: 6 days, 6:37:27, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.4208, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4827, loss: 3.9035, grad_norm: 6.2572 2021-07-03 16:29:28,951 - mmaction - INFO - Epoch [16][2860/3757] lr: 1.000e-02, eta: 6 days, 6:37:18, time: 1.149, data_time: 0.009, memory: 6921, loss_aux: 1.4382, top1_acc: 0.4367, top5_acc: 0.6773, loss_cls: 2.5299, loss: 3.9680, grad_norm: 6.3578 2021-07-03 16:29:49,948 - mmaction - INFO - Epoch [16][2880/3757] lr: 1.000e-02, eta: 6 days, 6:36:52, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.4547, top1_acc: 0.4352, top5_acc: 0.6727, loss_cls: 2.5646, loss: 4.0193, grad_norm: 6.3785 2021-07-03 16:30:11,024 - mmaction - INFO - Epoch [16][2900/3757] lr: 1.000e-02, eta: 6 days, 6:36:27, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4569, top1_acc: 0.4445, top5_acc: 0.6789, loss_cls: 2.4969, loss: 3.9538, grad_norm: 6.2811 2021-07-03 16:30:32,886 - mmaction - INFO - Epoch [16][2920/3757] lr: 1.000e-02, eta: 6 days, 6:36:08, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.4110, top1_acc: 0.4523, top5_acc: 0.6922, loss_cls: 2.4569, loss: 3.8678, grad_norm: 6.3921 2021-07-03 16:30:55,013 - mmaction - INFO - Epoch [16][2940/3757] lr: 1.000e-02, eta: 6 days, 6:35:52, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.4381, top1_acc: 0.4219, top5_acc: 0.6742, loss_cls: 2.5485, loss: 3.9866, grad_norm: 6.4878 2021-07-03 16:31:16,442 - mmaction - INFO - Epoch [16][2960/3757] lr: 1.000e-02, eta: 6 days, 6:35:30, time: 1.074, data_time: 0.007, memory: 6921, loss_aux: 1.4241, top1_acc: 0.4508, top5_acc: 0.6883, loss_cls: 2.4811, loss: 3.9053, grad_norm: 6.4361 2021-07-03 16:31:38,419 - mmaction - INFO - Epoch [16][2980/3757] lr: 1.000e-02, eta: 6 days, 6:35:13, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.4318, top1_acc: 0.4359, top5_acc: 0.6789, loss_cls: 2.4814, loss: 3.9132, grad_norm: 6.4557 2021-07-03 16:31:59,957 - mmaction - INFO - Epoch [16][3000/3757] lr: 1.000e-02, eta: 6 days, 6:34:51, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.4763, top1_acc: 0.4406, top5_acc: 0.6680, loss_cls: 2.5790, loss: 4.0553, grad_norm: 6.3681 2021-07-03 16:32:21,123 - mmaction - INFO - Epoch [16][3020/3757] lr: 1.000e-02, eta: 6 days, 6:34:27, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4159, top1_acc: 0.4445, top5_acc: 0.6844, loss_cls: 2.4777, loss: 3.8937, grad_norm: 6.5794 2021-07-03 16:32:43,480 - mmaction - INFO - Epoch [16][3040/3757] lr: 1.000e-02, eta: 6 days, 6:34:13, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.4300, top1_acc: 0.4391, top5_acc: 0.7109, loss_cls: 2.4607, loss: 3.8907, grad_norm: 6.4702 2021-07-03 16:33:04,711 - mmaction - INFO - Epoch [16][3060/3757] lr: 1.000e-02, eta: 6 days, 6:33:49, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.4112, top1_acc: 0.4242, top5_acc: 0.6859, loss_cls: 2.5001, loss: 3.9113, grad_norm: 6.4569 2021-07-03 16:33:26,522 - mmaction - INFO - Epoch [16][3080/3757] lr: 1.000e-02, eta: 6 days, 6:33:30, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.3693, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.3434, loss: 3.7127, grad_norm: 6.3700 2021-07-03 16:33:48,888 - mmaction - INFO - Epoch [16][3100/3757] lr: 1.000e-02, eta: 6 days, 6:33:16, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.4425, top1_acc: 0.4453, top5_acc: 0.6867, loss_cls: 2.4975, loss: 3.9401, grad_norm: 6.4102 2021-07-03 16:34:09,906 - mmaction - INFO - Epoch [16][3120/3757] lr: 1.000e-02, eta: 6 days, 6:32:50, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.4438, top1_acc: 0.4367, top5_acc: 0.6672, loss_cls: 2.5434, loss: 3.9872, grad_norm: 6.3836 2021-07-03 16:34:31,013 - mmaction - INFO - Epoch [16][3140/3757] lr: 1.000e-02, eta: 6 days, 6:32:25, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.4429, top1_acc: 0.4281, top5_acc: 0.6883, loss_cls: 2.5067, loss: 3.9496, grad_norm: 6.2639 2021-07-03 16:34:53,021 - mmaction - INFO - Epoch [16][3160/3757] lr: 1.000e-02, eta: 6 days, 6:32:08, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.4320, top1_acc: 0.4422, top5_acc: 0.6836, loss_cls: 2.5370, loss: 3.9691, grad_norm: 6.4153 2021-07-03 16:35:14,502 - mmaction - INFO - Epoch [16][3180/3757] lr: 1.000e-02, eta: 6 days, 6:31:46, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.4265, top1_acc: 0.4484, top5_acc: 0.6867, loss_cls: 2.4919, loss: 3.9184, grad_norm: 6.3825 2021-07-03 16:35:36,955 - mmaction - INFO - Epoch [16][3200/3757] lr: 1.000e-02, eta: 6 days, 6:31:33, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 1.4082, top1_acc: 0.4352, top5_acc: 0.6953, loss_cls: 2.4727, loss: 3.8809, grad_norm: 6.4657 2021-07-03 16:35:58,366 - mmaction - INFO - Epoch [16][3220/3757] lr: 1.000e-02, eta: 6 days, 6:31:11, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.4282, top1_acc: 0.4336, top5_acc: 0.6891, loss_cls: 2.5199, loss: 3.9481, grad_norm: 6.4429 2021-07-03 16:36:20,375 - mmaction - INFO - Epoch [16][3240/3757] lr: 1.000e-02, eta: 6 days, 6:30:53, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.4366, top1_acc: 0.4273, top5_acc: 0.6586, loss_cls: 2.5408, loss: 3.9774, grad_norm: 6.3059 2021-07-03 16:36:41,364 - mmaction - INFO - Epoch [16][3260/3757] lr: 1.000e-02, eta: 6 days, 6:30:27, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.4665, top1_acc: 0.4180, top5_acc: 0.6766, loss_cls: 2.5551, loss: 4.0216, grad_norm: 6.4480 2021-07-03 16:37:02,632 - mmaction - INFO - Epoch [16][3280/3757] lr: 1.000e-02, eta: 6 days, 6:30:04, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.4517, top1_acc: 0.4383, top5_acc: 0.6719, loss_cls: 2.5303, loss: 3.9821, grad_norm: 6.4274 2021-07-03 16:37:23,958 - mmaction - INFO - Epoch [16][3300/3757] lr: 1.000e-02, eta: 6 days, 6:29:41, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.4261, top1_acc: 0.4516, top5_acc: 0.6953, loss_cls: 2.4872, loss: 3.9132, grad_norm: 6.2761 2021-07-03 16:37:47,241 - mmaction - INFO - Epoch [16][3320/3757] lr: 1.000e-02, eta: 6 days, 6:29:34, time: 1.164, data_time: 0.004, memory: 6921, loss_aux: 1.4054, top1_acc: 0.4625, top5_acc: 0.7039, loss_cls: 2.4496, loss: 3.8550, grad_norm: 6.3790 2021-07-03 16:38:08,189 - mmaction - INFO - Epoch [16][3340/3757] lr: 1.000e-02, eta: 6 days, 6:29:08, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.3864, top1_acc: 0.4508, top5_acc: 0.6898, loss_cls: 2.4410, loss: 3.8274, grad_norm: 6.3560 2021-07-03 16:38:29,456 - mmaction - INFO - Epoch [16][3360/3757] lr: 1.000e-02, eta: 6 days, 6:28:45, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.4040, top1_acc: 0.4461, top5_acc: 0.6992, loss_cls: 2.4499, loss: 3.8539, grad_norm: 6.3365 2021-07-03 16:38:52,449 - mmaction - INFO - Epoch [16][3380/3757] lr: 1.000e-02, eta: 6 days, 6:28:36, time: 1.151, data_time: 0.004, memory: 6921, loss_aux: 1.3960, top1_acc: 0.4617, top5_acc: 0.6914, loss_cls: 2.4354, loss: 3.8315, grad_norm: 6.1575 2021-07-03 16:39:13,567 - mmaction - INFO - Epoch [16][3400/3757] lr: 1.000e-02, eta: 6 days, 6:28:11, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4045, top1_acc: 0.4477, top5_acc: 0.6891, loss_cls: 2.4533, loss: 3.8578, grad_norm: 6.3034 2021-07-03 16:39:34,632 - mmaction - INFO - Epoch [16][3420/3757] lr: 1.000e-02, eta: 6 days, 6:27:46, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4223, top1_acc: 0.4102, top5_acc: 0.6914, loss_cls: 2.5429, loss: 3.9652, grad_norm: 6.5064 2021-07-03 16:39:56,652 - mmaction - INFO - Epoch [16][3440/3757] lr: 1.000e-02, eta: 6 days, 6:27:29, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 1.4250, top1_acc: 0.4297, top5_acc: 0.6758, loss_cls: 2.5257, loss: 3.9506, grad_norm: 6.2608 2021-07-03 16:40:17,874 - mmaction - INFO - Epoch [16][3460/3757] lr: 1.000e-02, eta: 6 days, 6:27:05, time: 1.061, data_time: 0.007, memory: 6921, loss_aux: 1.4155, top1_acc: 0.4523, top5_acc: 0.7047, loss_cls: 2.4315, loss: 3.8470, grad_norm: 6.2315 2021-07-03 16:40:39,437 - mmaction - INFO - Epoch [16][3480/3757] lr: 1.000e-02, eta: 6 days, 6:26:44, time: 1.078, data_time: 0.020, memory: 6921, loss_aux: 1.4324, top1_acc: 0.4328, top5_acc: 0.6758, loss_cls: 2.5594, loss: 3.9919, grad_norm: 6.3402 2021-07-03 16:41:01,404 - mmaction - INFO - Epoch [16][3500/3757] lr: 1.000e-02, eta: 6 days, 6:26:26, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.4642, top1_acc: 0.4297, top5_acc: 0.6734, loss_cls: 2.5611, loss: 4.0253, grad_norm: 6.3078 2021-07-03 16:41:22,465 - mmaction - INFO - Epoch [16][3520/3757] lr: 1.000e-02, eta: 6 days, 6:26:01, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4253, top1_acc: 0.4336, top5_acc: 0.6898, loss_cls: 2.5228, loss: 3.9482, grad_norm: 6.2286 2021-07-03 16:41:44,550 - mmaction - INFO - Epoch [16][3540/3757] lr: 1.000e-02, eta: 6 days, 6:25:44, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.4171, top1_acc: 0.4313, top5_acc: 0.6977, loss_cls: 2.4807, loss: 3.8978, grad_norm: 6.2669 2021-07-03 16:42:05,879 - mmaction - INFO - Epoch [16][3560/3757] lr: 1.000e-02, eta: 6 days, 6:25:21, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.4471, top1_acc: 0.4305, top5_acc: 0.6844, loss_cls: 2.5215, loss: 3.9686, grad_norm: 6.4753 2021-07-03 16:42:27,197 - mmaction - INFO - Epoch [16][3580/3757] lr: 1.000e-02, eta: 6 days, 6:24:58, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.4481, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.5659, loss: 4.0139, grad_norm: 6.4068 2021-07-03 16:42:49,741 - mmaction - INFO - Epoch [16][3600/3757] lr: 1.000e-02, eta: 6 days, 6:24:45, time: 1.126, data_time: 0.004, memory: 6921, loss_aux: 1.4215, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.4372, loss: 3.8587, grad_norm: 6.3244 2021-07-03 16:43:11,262 - mmaction - INFO - Epoch [16][3620/3757] lr: 1.000e-02, eta: 6 days, 6:24:24, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.4725, top1_acc: 0.4242, top5_acc: 0.6602, loss_cls: 2.6088, loss: 4.0813, grad_norm: 6.6702 2021-07-03 16:43:32,657 - mmaction - INFO - Epoch [16][3640/3757] lr: 1.000e-02, eta: 6 days, 6:24:02, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.4872, top1_acc: 0.4258, top5_acc: 0.6602, loss_cls: 2.6434, loss: 4.1307, grad_norm: 6.5204 2021-07-03 16:43:53,807 - mmaction - INFO - Epoch [16][3660/3757] lr: 1.000e-02, eta: 6 days, 6:23:37, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.4091, top1_acc: 0.4406, top5_acc: 0.6844, loss_cls: 2.4816, loss: 3.8907, grad_norm: 6.1281 2021-07-03 16:44:15,590 - mmaction - INFO - Epoch [16][3680/3757] lr: 1.000e-02, eta: 6 days, 6:23:18, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.4049, top1_acc: 0.4469, top5_acc: 0.7047, loss_cls: 2.4471, loss: 3.8521, grad_norm: 6.2579 2021-07-03 16:44:38,228 - mmaction - INFO - Epoch [16][3700/3757] lr: 1.000e-02, eta: 6 days, 6:23:06, time: 1.132, data_time: 0.002, memory: 6921, loss_aux: 1.4265, top1_acc: 0.4352, top5_acc: 0.6617, loss_cls: 2.5269, loss: 3.9534, grad_norm: 6.3158 2021-07-03 16:44:59,305 - mmaction - INFO - Epoch [16][3720/3757] lr: 1.000e-02, eta: 6 days, 6:22:41, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4274, top1_acc: 0.4445, top5_acc: 0.7031, loss_cls: 2.4467, loss: 3.8741, grad_norm: 6.4229 2021-07-03 16:45:21,350 - mmaction - INFO - Epoch [16][3740/3757] lr: 1.000e-02, eta: 6 days, 6:22:24, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.4432, top1_acc: 0.4398, top5_acc: 0.6727, loss_cls: 2.5591, loss: 4.0023, grad_norm: 6.3460 2021-07-03 16:45:39,489 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-07-03 16:46:42,790 - mmaction - INFO - Epoch [17][20/3757] lr: 1.000e-02, eta: 6 days, 6:24:48, time: 3.086, data_time: 1.973, memory: 6921, loss_aux: 1.4079, top1_acc: 0.4625, top5_acc: 0.6945, loss_cls: 2.4193, loss: 3.8272, grad_norm: 6.3943 2021-07-03 16:47:04,892 - mmaction - INFO - Epoch [17][40/3757] lr: 1.000e-02, eta: 6 days, 6:24:31, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.4306, top1_acc: 0.4398, top5_acc: 0.6734, loss_cls: 2.4817, loss: 3.9123, grad_norm: 6.3992 2021-07-03 16:47:26,524 - mmaction - INFO - Epoch [17][60/3757] lr: 1.000e-02, eta: 6 days, 6:24:10, time: 1.081, data_time: 0.007, memory: 6921, loss_aux: 1.4494, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4820, loss: 3.9314, grad_norm: 6.5450 2021-07-03 16:47:47,594 - mmaction - INFO - Epoch [17][80/3757] lr: 1.000e-02, eta: 6 days, 6:23:45, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3592, top1_acc: 0.4586, top5_acc: 0.7055, loss_cls: 2.3808, loss: 3.7400, grad_norm: 6.2595 2021-07-03 16:48:10,187 - mmaction - INFO - Epoch [17][100/3757] lr: 1.000e-02, eta: 6 days, 6:23:33, time: 1.130, data_time: 0.074, memory: 6921, loss_aux: 1.4983, top1_acc: 0.4164, top5_acc: 0.6461, loss_cls: 2.6535, loss: 4.1518, grad_norm: 6.3711 2021-07-03 16:48:31,993 - mmaction - INFO - Epoch [17][120/3757] lr: 1.000e-02, eta: 6 days, 6:23:14, time: 1.090, data_time: 0.031, memory: 6921, loss_aux: 1.4395, top1_acc: 0.4508, top5_acc: 0.6875, loss_cls: 2.4669, loss: 3.9064, grad_norm: 6.4128 2021-07-03 16:48:53,138 - mmaction - INFO - Epoch [17][140/3757] lr: 1.000e-02, eta: 6 days, 6:22:49, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4829, top1_acc: 0.4188, top5_acc: 0.6680, loss_cls: 2.6129, loss: 4.0958, grad_norm: 6.4310 2021-07-03 16:49:15,522 - mmaction - INFO - Epoch [17][160/3757] lr: 1.000e-02, eta: 6 days, 6:22:35, time: 1.120, data_time: 0.058, memory: 6921, loss_aux: 1.4294, top1_acc: 0.4461, top5_acc: 0.6758, loss_cls: 2.4701, loss: 3.8995, grad_norm: 6.2288 2021-07-03 16:49:36,754 - mmaction - INFO - Epoch [17][180/3757] lr: 1.000e-02, eta: 6 days, 6:22:11, time: 1.061, data_time: 0.026, memory: 6921, loss_aux: 1.3622, top1_acc: 0.4555, top5_acc: 0.7016, loss_cls: 2.3671, loss: 3.7293, grad_norm: 6.3271 2021-07-03 16:49:57,976 - mmaction - INFO - Epoch [17][200/3757] lr: 1.000e-02, eta: 6 days, 6:21:47, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4029, top1_acc: 0.4578, top5_acc: 0.6875, loss_cls: 2.4592, loss: 3.8621, grad_norm: 6.2078 2021-07-03 16:50:20,412 - mmaction - INFO - Epoch [17][220/3757] lr: 1.000e-02, eta: 6 days, 6:21:33, time: 1.122, data_time: 0.068, memory: 6921, loss_aux: 1.3869, top1_acc: 0.4437, top5_acc: 0.7055, loss_cls: 2.4091, loss: 3.7960, grad_norm: 6.4333 2021-07-03 16:50:42,020 - mmaction - INFO - Epoch [17][240/3757] lr: 1.000e-02, eta: 6 days, 6:21:13, time: 1.080, data_time: 0.036, memory: 6921, loss_aux: 1.4024, top1_acc: 0.4398, top5_acc: 0.6797, loss_cls: 2.4476, loss: 3.8500, grad_norm: 6.4131 2021-07-03 16:51:04,089 - mmaction - INFO - Epoch [17][260/3757] lr: 1.000e-02, eta: 6 days, 6:20:56, time: 1.103, data_time: 0.062, memory: 6921, loss_aux: 1.4243, top1_acc: 0.4203, top5_acc: 0.6820, loss_cls: 2.4841, loss: 3.9084, grad_norm: 6.2895 2021-07-03 16:51:25,211 - mmaction - INFO - Epoch [17][280/3757] lr: 1.000e-02, eta: 6 days, 6:20:31, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.4175, top1_acc: 0.4234, top5_acc: 0.6844, loss_cls: 2.4943, loss: 3.9119, grad_norm: 6.5262 2021-07-03 16:51:47,953 - mmaction - INFO - Epoch [17][300/3757] lr: 1.000e-02, eta: 6 days, 6:20:20, time: 1.138, data_time: 0.103, memory: 6921, loss_aux: 1.4118, top1_acc: 0.4359, top5_acc: 0.6750, loss_cls: 2.4823, loss: 3.8941, grad_norm: 6.2562 2021-07-03 16:52:09,269 - mmaction - INFO - Epoch [17][320/3757] lr: 1.000e-02, eta: 6 days, 6:19:56, time: 1.065, data_time: 0.019, memory: 6921, loss_aux: 1.4140, top1_acc: 0.4516, top5_acc: 0.7000, loss_cls: 2.4404, loss: 3.8543, grad_norm: 6.2902 2021-07-03 16:52:30,873 - mmaction - INFO - Epoch [17][340/3757] lr: 1.000e-02, eta: 6 days, 6:19:35, time: 1.080, data_time: 0.042, memory: 6921, loss_aux: 1.4330, top1_acc: 0.4336, top5_acc: 0.6805, loss_cls: 2.5065, loss: 3.9395, grad_norm: 6.4057 2021-07-03 16:52:52,042 - mmaction - INFO - Epoch [17][360/3757] lr: 1.000e-02, eta: 6 days, 6:19:11, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4052, top1_acc: 0.4328, top5_acc: 0.6906, loss_cls: 2.4392, loss: 3.8444, grad_norm: 6.3253 2021-07-03 16:53:13,682 - mmaction - INFO - Epoch [17][380/3757] lr: 1.000e-02, eta: 6 days, 6:18:51, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.4011, top1_acc: 0.4617, top5_acc: 0.6977, loss_cls: 2.4221, loss: 3.8232, grad_norm: 6.2714 2021-07-03 16:53:35,391 - mmaction - INFO - Epoch [17][400/3757] lr: 1.000e-02, eta: 6 days, 6:18:31, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.4166, top1_acc: 0.4445, top5_acc: 0.6859, loss_cls: 2.4801, loss: 3.8967, grad_norm: 6.1872 2021-07-03 16:53:56,549 - mmaction - INFO - Epoch [17][420/3757] lr: 1.000e-02, eta: 6 days, 6:18:06, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4599, top1_acc: 0.4203, top5_acc: 0.6695, loss_cls: 2.5737, loss: 4.0336, grad_norm: 6.3880 2021-07-03 16:54:18,706 - mmaction - INFO - Epoch [17][440/3757] lr: 1.000e-02, eta: 6 days, 6:17:50, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.4092, top1_acc: 0.4492, top5_acc: 0.6914, loss_cls: 2.4692, loss: 3.8784, grad_norm: 6.3671 2021-07-03 16:54:40,309 - mmaction - INFO - Epoch [17][460/3757] lr: 1.000e-02, eta: 6 days, 6:17:29, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.4056, top1_acc: 0.4422, top5_acc: 0.6758, loss_cls: 2.5025, loss: 3.9081, grad_norm: 6.4103 2021-07-03 16:55:01,807 - mmaction - INFO - Epoch [17][480/3757] lr: 1.000e-02, eta: 6 days, 6:17:08, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.3825, top1_acc: 0.4281, top5_acc: 0.7070, loss_cls: 2.4316, loss: 3.8141, grad_norm: 6.3810 2021-07-03 16:55:23,587 - mmaction - INFO - Epoch [17][500/3757] lr: 1.000e-02, eta: 6 days, 6:16:48, time: 1.089, data_time: 0.006, memory: 6921, loss_aux: 1.4778, top1_acc: 0.4242, top5_acc: 0.6523, loss_cls: 2.5713, loss: 4.0491, grad_norm: 6.6225 2021-07-03 16:55:44,585 - mmaction - INFO - Epoch [17][520/3757] lr: 1.000e-02, eta: 6 days, 6:16:23, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.4285, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4947, loss: 3.9231, grad_norm: 6.3684 2021-07-03 16:56:07,156 - mmaction - INFO - Epoch [17][540/3757] lr: 1.000e-02, eta: 6 days, 6:16:10, time: 1.129, data_time: 0.044, memory: 6921, loss_aux: 1.4007, top1_acc: 0.4570, top5_acc: 0.6922, loss_cls: 2.4148, loss: 3.8155, grad_norm: 6.5810 2021-07-03 16:56:28,458 - mmaction - INFO - Epoch [17][560/3757] lr: 1.000e-02, eta: 6 days, 6:15:47, time: 1.065, data_time: 0.024, memory: 6921, loss_aux: 1.4285, top1_acc: 0.4273, top5_acc: 0.6914, loss_cls: 2.5003, loss: 3.9288, grad_norm: 6.4444 2021-07-03 16:56:49,951 - mmaction - INFO - Epoch [17][580/3757] lr: 1.000e-02, eta: 6 days, 6:15:25, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.4468, top1_acc: 0.4172, top5_acc: 0.6703, loss_cls: 2.4920, loss: 3.9388, grad_norm: 6.3787 2021-07-03 16:57:11,216 - mmaction - INFO - Epoch [17][600/3757] lr: 1.000e-02, eta: 6 days, 6:15:01, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3703, top1_acc: 0.4594, top5_acc: 0.7016, loss_cls: 2.3997, loss: 3.7700, grad_norm: 6.3429 2021-07-03 16:57:33,670 - mmaction - INFO - Epoch [17][620/3757] lr: 1.000e-02, eta: 6 days, 6:14:47, time: 1.122, data_time: 0.020, memory: 6921, loss_aux: 1.4543, top1_acc: 0.4375, top5_acc: 0.6742, loss_cls: 2.5091, loss: 3.9634, grad_norm: 6.5615 2021-07-03 16:57:55,042 - mmaction - INFO - Epoch [17][640/3757] lr: 1.000e-02, eta: 6 days, 6:14:25, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.4192, top1_acc: 0.4531, top5_acc: 0.6805, loss_cls: 2.4861, loss: 3.9054, grad_norm: 6.1936 2021-07-03 16:58:16,917 - mmaction - INFO - Epoch [17][660/3757] lr: 1.000e-02, eta: 6 days, 6:14:06, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.4361, top1_acc: 0.4406, top5_acc: 0.6727, loss_cls: 2.5146, loss: 3.9507, grad_norm: 6.2785 2021-07-03 16:58:38,205 - mmaction - INFO - Epoch [17][680/3757] lr: 1.000e-02, eta: 6 days, 6:13:43, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.4378, top1_acc: 0.4344, top5_acc: 0.6797, loss_cls: 2.5291, loss: 3.9669, grad_norm: 6.3475 2021-07-03 16:58:59,513 - mmaction - INFO - Epoch [17][700/3757] lr: 1.000e-02, eta: 6 days, 6:13:20, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3718, top1_acc: 0.4594, top5_acc: 0.7055, loss_cls: 2.3695, loss: 3.7413, grad_norm: 6.2908 2021-07-03 16:59:21,439 - mmaction - INFO - Epoch [17][720/3757] lr: 1.000e-02, eta: 6 days, 6:13:02, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.4090, top1_acc: 0.4398, top5_acc: 0.6844, loss_cls: 2.5157, loss: 3.9248, grad_norm: 6.2796 2021-07-03 16:59:43,477 - mmaction - INFO - Epoch [17][740/3757] lr: 1.000e-02, eta: 6 days, 6:12:45, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.3783, top1_acc: 0.4539, top5_acc: 0.6969, loss_cls: 2.3966, loss: 3.7749, grad_norm: 6.2082 2021-07-03 17:00:04,875 - mmaction - INFO - Epoch [17][760/3757] lr: 1.000e-02, eta: 6 days, 6:12:22, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.4397, top1_acc: 0.4297, top5_acc: 0.6969, loss_cls: 2.5237, loss: 3.9634, grad_norm: 6.3788 2021-07-03 17:00:26,696 - mmaction - INFO - Epoch [17][780/3757] lr: 1.000e-02, eta: 6 days, 6:12:03, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.4294, top1_acc: 0.4547, top5_acc: 0.6750, loss_cls: 2.4887, loss: 3.9182, grad_norm: 6.1871 2021-07-03 17:00:47,845 - mmaction - INFO - Epoch [17][800/3757] lr: 1.000e-02, eta: 6 days, 6:11:38, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4377, top1_acc: 0.4430, top5_acc: 0.7016, loss_cls: 2.4657, loss: 3.9034, grad_norm: 6.3411 2021-07-03 17:01:10,025 - mmaction - INFO - Epoch [17][820/3757] lr: 1.000e-02, eta: 6 days, 6:11:23, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.3522, top1_acc: 0.4688, top5_acc: 0.6977, loss_cls: 2.3541, loss: 3.7063, grad_norm: 6.1279 2021-07-03 17:01:31,922 - mmaction - INFO - Epoch [17][840/3757] lr: 1.000e-02, eta: 6 days, 6:11:04, time: 1.094, data_time: 0.001, memory: 6921, loss_aux: 1.3553, top1_acc: 0.4836, top5_acc: 0.7086, loss_cls: 2.3428, loss: 3.6981, grad_norm: 6.0807 2021-07-03 17:01:53,497 - mmaction - INFO - Epoch [17][860/3757] lr: 1.000e-02, eta: 6 days, 6:10:43, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.4502, top1_acc: 0.4344, top5_acc: 0.6648, loss_cls: 2.6012, loss: 4.0514, grad_norm: 6.4610 2021-07-03 17:02:14,458 - mmaction - INFO - Epoch [17][880/3757] lr: 1.000e-02, eta: 6 days, 6:10:17, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.3053, top1_acc: 0.4711, top5_acc: 0.7219, loss_cls: 2.3110, loss: 3.6163, grad_norm: 6.2214 2021-07-03 17:02:35,692 - mmaction - INFO - Epoch [17][900/3757] lr: 1.000e-02, eta: 6 days, 6:09:53, time: 1.059, data_time: 0.008, memory: 6921, loss_aux: 1.4129, top1_acc: 0.4352, top5_acc: 0.6930, loss_cls: 2.4543, loss: 3.8672, grad_norm: 6.4479 2021-07-03 17:02:58,610 - mmaction - INFO - Epoch [17][920/3757] lr: 1.000e-02, eta: 6 days, 6:09:43, time: 1.148, data_time: 0.005, memory: 6921, loss_aux: 1.3733, top1_acc: 0.4531, top5_acc: 0.7109, loss_cls: 2.3976, loss: 3.7709, grad_norm: 6.2957 2021-07-03 17:03:19,909 - mmaction - INFO - Epoch [17][940/3757] lr: 1.000e-02, eta: 6 days, 6:09:20, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.4196, top1_acc: 0.4500, top5_acc: 0.7000, loss_cls: 2.4690, loss: 3.8886, grad_norm: 6.5371 2021-07-03 17:03:41,124 - mmaction - INFO - Epoch [17][960/3757] lr: 1.000e-02, eta: 6 days, 6:08:56, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.4453, top1_acc: 0.4352, top5_acc: 0.6680, loss_cls: 2.5830, loss: 4.0283, grad_norm: 6.3919 2021-07-03 17:04:02,408 - mmaction - INFO - Epoch [17][980/3757] lr: 1.000e-02, eta: 6 days, 6:08:33, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3829, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.3798, loss: 3.7627, grad_norm: 6.2965 2021-07-03 17:04:24,782 - mmaction - INFO - Epoch [17][1000/3757] lr: 1.000e-02, eta: 6 days, 6:08:18, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.4607, top1_acc: 0.4328, top5_acc: 0.6625, loss_cls: 2.5588, loss: 4.0195, grad_norm: 6.4001 2021-07-03 17:04:46,080 - mmaction - INFO - Epoch [17][1020/3757] lr: 1.000e-02, eta: 6 days, 6:07:55, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.4567, top1_acc: 0.4250, top5_acc: 0.6742, loss_cls: 2.5714, loss: 4.0281, grad_norm: 6.4349 2021-07-03 17:05:07,379 - mmaction - INFO - Epoch [17][1040/3757] lr: 1.000e-02, eta: 6 days, 6:07:31, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3797, top1_acc: 0.4531, top5_acc: 0.7055, loss_cls: 2.3828, loss: 3.7625, grad_norm: 6.2538 2021-07-03 17:05:28,797 - mmaction - INFO - Epoch [17][1060/3757] lr: 1.000e-02, eta: 6 days, 6:07:09, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.4367, top1_acc: 0.4273, top5_acc: 0.6602, loss_cls: 2.5446, loss: 3.9813, grad_norm: 6.3917 2021-07-03 17:05:50,957 - mmaction - INFO - Epoch [17][1080/3757] lr: 1.000e-02, eta: 6 days, 6:06:53, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.4506, top1_acc: 0.4414, top5_acc: 0.6844, loss_cls: 2.4926, loss: 3.9432, grad_norm: 6.3711 2021-07-03 17:06:13,188 - mmaction - INFO - Epoch [17][1100/3757] lr: 1.000e-02, eta: 6 days, 6:06:37, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.4253, top1_acc: 0.4398, top5_acc: 0.6750, loss_cls: 2.5020, loss: 3.9273, grad_norm: 6.3722 2021-07-03 17:06:34,289 - mmaction - INFO - Epoch [17][1120/3757] lr: 1.000e-02, eta: 6 days, 6:06:12, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.5046, top1_acc: 0.4133, top5_acc: 0.6695, loss_cls: 2.6402, loss: 4.1448, grad_norm: 6.6040 2021-07-03 17:06:55,546 - mmaction - INFO - Epoch [17][1140/3757] lr: 1.000e-02, eta: 6 days, 6:05:49, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.4386, top1_acc: 0.4211, top5_acc: 0.6922, loss_cls: 2.4778, loss: 3.9163, grad_norm: 6.4846 2021-07-03 17:07:17,499 - mmaction - INFO - Epoch [17][1160/3757] lr: 1.000e-02, eta: 6 days, 6:05:31, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.3904, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.3443, loss: 3.7347, grad_norm: 6.3130 2021-07-03 17:07:38,907 - mmaction - INFO - Epoch [17][1180/3757] lr: 1.000e-02, eta: 6 days, 6:05:08, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.4047, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.4885, loss: 3.8932, grad_norm: 6.5280 2021-07-03 17:08:00,930 - mmaction - INFO - Epoch [17][1200/3757] lr: 1.000e-02, eta: 6 days, 6:04:51, time: 1.102, data_time: 0.006, memory: 6921, loss_aux: 1.4597, top1_acc: 0.4109, top5_acc: 0.6695, loss_cls: 2.5979, loss: 4.0575, grad_norm: 6.5189 2021-07-03 17:08:22,110 - mmaction - INFO - Epoch [17][1220/3757] lr: 1.000e-02, eta: 6 days, 6:04:27, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4202, top1_acc: 0.4398, top5_acc: 0.6977, loss_cls: 2.4695, loss: 3.8897, grad_norm: 6.3916 2021-07-03 17:08:43,436 - mmaction - INFO - Epoch [17][1240/3757] lr: 1.000e-02, eta: 6 days, 6:04:04, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.4471, top1_acc: 0.4414, top5_acc: 0.6797, loss_cls: 2.5035, loss: 3.9506, grad_norm: 6.5491 2021-07-03 17:09:05,730 - mmaction - INFO - Epoch [17][1260/3757] lr: 1.000e-02, eta: 6 days, 6:03:49, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.4463, top1_acc: 0.4359, top5_acc: 0.6891, loss_cls: 2.5105, loss: 3.9568, grad_norm: 6.5184 2021-07-03 17:09:26,767 - mmaction - INFO - Epoch [17][1280/3757] lr: 1.000e-02, eta: 6 days, 6:03:23, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3793, top1_acc: 0.4531, top5_acc: 0.7023, loss_cls: 2.3865, loss: 3.7657, grad_norm: 6.3762 2021-07-03 17:09:48,076 - mmaction - INFO - Epoch [17][1300/3757] lr: 1.000e-02, eta: 6 days, 6:03:00, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.4309, top1_acc: 0.4445, top5_acc: 0.6813, loss_cls: 2.5088, loss: 3.9397, grad_norm: 6.4146 2021-07-03 17:10:09,295 - mmaction - INFO - Epoch [17][1320/3757] lr: 1.000e-02, eta: 6 days, 6:02:36, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4070, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.4799, loss: 3.8869, grad_norm: 6.3655 2021-07-03 17:10:31,014 - mmaction - INFO - Epoch [17][1340/3757] lr: 1.000e-02, eta: 6 days, 6:02:16, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.4311, top1_acc: 0.4219, top5_acc: 0.6586, loss_cls: 2.5272, loss: 3.9583, grad_norm: 6.2851 2021-07-03 17:10:52,409 - mmaction - INFO - Epoch [17][1360/3757] lr: 1.000e-02, eta: 6 days, 6:01:54, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.4302, top1_acc: 0.4469, top5_acc: 0.6898, loss_cls: 2.5059, loss: 3.9361, grad_norm: 6.2746 2021-07-03 17:11:13,916 - mmaction - INFO - Epoch [17][1380/3757] lr: 1.000e-02, eta: 6 days, 6:01:32, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.3957, top1_acc: 0.4664, top5_acc: 0.7125, loss_cls: 2.3860, loss: 3.7818, grad_norm: 6.3318 2021-07-03 17:11:36,100 - mmaction - INFO - Epoch [17][1400/3757] lr: 1.000e-02, eta: 6 days, 6:01:16, time: 1.109, data_time: 0.005, memory: 6921, loss_aux: 1.3947, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4554, loss: 3.8501, grad_norm: 6.3859 2021-07-03 17:11:58,132 - mmaction - INFO - Epoch [17][1420/3757] lr: 1.000e-02, eta: 6 days, 6:00:59, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 1.4780, top1_acc: 0.4195, top5_acc: 0.6555, loss_cls: 2.6044, loss: 4.0824, grad_norm: 6.5471 2021-07-03 17:12:19,099 - mmaction - INFO - Epoch [17][1440/3757] lr: 1.000e-02, eta: 6 days, 6:00:33, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.4354, top1_acc: 0.4539, top5_acc: 0.6961, loss_cls: 2.5031, loss: 3.9385, grad_norm: 6.4568 2021-07-03 17:12:40,906 - mmaction - INFO - Epoch [17][1460/3757] lr: 1.000e-02, eta: 6 days, 6:00:14, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.3472, top1_acc: 0.4766, top5_acc: 0.7250, loss_cls: 2.3300, loss: 3.6771, grad_norm: 6.2490 2021-07-03 17:13:02,410 - mmaction - INFO - Epoch [17][1480/3757] lr: 1.000e-02, eta: 6 days, 5:59:52, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.3944, top1_acc: 0.4578, top5_acc: 0.6906, loss_cls: 2.4134, loss: 3.8078, grad_norm: 6.3366 2021-07-03 17:13:23,437 - mmaction - INFO - Epoch [17][1500/3757] lr: 1.000e-02, eta: 6 days, 5:59:26, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3748, top1_acc: 0.4539, top5_acc: 0.6969, loss_cls: 2.3638, loss: 3.7386, grad_norm: 6.4581 2021-07-03 17:13:44,982 - mmaction - INFO - Epoch [17][1520/3757] lr: 1.000e-02, eta: 6 days, 5:59:05, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.4142, top1_acc: 0.4180, top5_acc: 0.6781, loss_cls: 2.4991, loss: 3.9133, grad_norm: 6.5742 2021-07-03 17:14:06,675 - mmaction - INFO - Epoch [17][1540/3757] lr: 1.000e-02, eta: 6 days, 5:58:45, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3381, top1_acc: 0.4469, top5_acc: 0.7148, loss_cls: 2.3707, loss: 3.7088, grad_norm: 6.1490 2021-07-03 17:14:27,950 - mmaction - INFO - Epoch [17][1560/3757] lr: 1.000e-02, eta: 6 days, 5:58:22, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4103, top1_acc: 0.4445, top5_acc: 0.6781, loss_cls: 2.4987, loss: 3.9090, grad_norm: 6.3760 2021-07-03 17:14:49,925 - mmaction - INFO - Epoch [17][1580/3757] lr: 1.000e-02, eta: 6 days, 5:58:04, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.4574, top1_acc: 0.4297, top5_acc: 0.6781, loss_cls: 2.5300, loss: 3.9874, grad_norm: 6.5305 2021-07-03 17:15:11,181 - mmaction - INFO - Epoch [17][1600/3757] lr: 1.000e-02, eta: 6 days, 5:57:40, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4385, top1_acc: 0.4117, top5_acc: 0.6773, loss_cls: 2.5362, loss: 3.9747, grad_norm: 6.4069 2021-07-03 17:15:32,355 - mmaction - INFO - Epoch [17][1620/3757] lr: 1.000e-02, eta: 6 days, 5:57:16, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4280, top1_acc: 0.4336, top5_acc: 0.6805, loss_cls: 2.5031, loss: 3.9311, grad_norm: 6.4453 2021-07-03 17:15:54,876 - mmaction - INFO - Epoch [17][1640/3757] lr: 1.000e-02, eta: 6 days, 5:57:03, time: 1.125, data_time: 0.001, memory: 6921, loss_aux: 1.3859, top1_acc: 0.4539, top5_acc: 0.6914, loss_cls: 2.4432, loss: 3.8291, grad_norm: 6.4725 2021-07-03 17:16:16,028 - mmaction - INFO - Epoch [17][1660/3757] lr: 1.000e-02, eta: 6 days, 5:56:38, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4142, top1_acc: 0.4313, top5_acc: 0.6898, loss_cls: 2.5278, loss: 3.9420, grad_norm: 6.3344 2021-07-03 17:16:37,551 - mmaction - INFO - Epoch [17][1680/3757] lr: 1.000e-02, eta: 6 days, 5:56:17, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.3511, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.3768, loss: 3.7279, grad_norm: 6.2473 2021-07-03 17:16:59,346 - mmaction - INFO - Epoch [17][1700/3757] lr: 1.000e-02, eta: 6 days, 5:55:57, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.4283, top1_acc: 0.4266, top5_acc: 0.6656, loss_cls: 2.5350, loss: 3.9634, grad_norm: 6.4083 2021-07-03 17:17:20,492 - mmaction - INFO - Epoch [17][1720/3757] lr: 1.000e-02, eta: 6 days, 5:55:33, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.4014, top1_acc: 0.4500, top5_acc: 0.6805, loss_cls: 2.4543, loss: 3.8556, grad_norm: 6.2294 2021-07-03 17:17:42,514 - mmaction - INFO - Epoch [17][1740/3757] lr: 1.000e-02, eta: 6 days, 5:55:16, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.4620, top1_acc: 0.4391, top5_acc: 0.6844, loss_cls: 2.5517, loss: 4.0137, grad_norm: 6.5290 2021-07-03 17:18:04,433 - mmaction - INFO - Epoch [17][1760/3757] lr: 1.000e-02, eta: 6 days, 5:54:57, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.4406, top1_acc: 0.4445, top5_acc: 0.6805, loss_cls: 2.4751, loss: 3.9157, grad_norm: 6.3520 2021-07-03 17:18:25,545 - mmaction - INFO - Epoch [17][1780/3757] lr: 1.000e-02, eta: 6 days, 5:54:32, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.4783, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.6090, loss: 4.0873, grad_norm: 6.6433 2021-07-03 17:18:46,663 - mmaction - INFO - Epoch [17][1800/3757] lr: 1.000e-02, eta: 6 days, 5:54:08, time: 1.055, data_time: 0.012, memory: 6921, loss_aux: 1.4071, top1_acc: 0.4437, top5_acc: 0.6719, loss_cls: 2.5220, loss: 3.9291, grad_norm: 6.4618 2021-07-03 17:19:09,324 - mmaction - INFO - Epoch [17][1820/3757] lr: 1.000e-02, eta: 6 days, 5:53:55, time: 1.133, data_time: 0.098, memory: 6921, loss_aux: 1.4397, top1_acc: 0.4383, top5_acc: 0.6648, loss_cls: 2.5410, loss: 3.9807, grad_norm: 6.2958 2021-07-03 17:19:30,528 - mmaction - INFO - Epoch [17][1840/3757] lr: 1.000e-02, eta: 6 days, 5:53:32, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.4454, top1_acc: 0.4227, top5_acc: 0.6852, loss_cls: 2.5122, loss: 3.9575, grad_norm: 6.3986 2021-07-03 17:19:52,458 - mmaction - INFO - Epoch [17][1860/3757] lr: 1.000e-02, eta: 6 days, 5:53:13, time: 1.095, data_time: 0.010, memory: 6921, loss_aux: 1.4406, top1_acc: 0.4281, top5_acc: 0.6734, loss_cls: 2.5415, loss: 3.9821, grad_norm: 6.4414 2021-07-03 17:20:13,687 - mmaction - INFO - Epoch [17][1880/3757] lr: 1.000e-02, eta: 6 days, 5:52:50, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.4117, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.5065, loss: 3.9182, grad_norm: 6.5136 2021-07-03 17:20:34,937 - mmaction - INFO - Epoch [17][1900/3757] lr: 1.000e-02, eta: 6 days, 5:52:26, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.4376, top1_acc: 0.4250, top5_acc: 0.6711, loss_cls: 2.5471, loss: 3.9847, grad_norm: 6.3939 2021-07-03 17:20:57,116 - mmaction - INFO - Epoch [17][1920/3757] lr: 1.000e-02, eta: 6 days, 5:52:09, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.4006, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.4332, loss: 3.8338, grad_norm: 6.3255 2021-07-03 17:21:19,447 - mmaction - INFO - Epoch [17][1940/3757] lr: 1.000e-02, eta: 6 days, 5:51:54, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 1.4055, top1_acc: 0.4617, top5_acc: 0.6883, loss_cls: 2.4945, loss: 3.9000, grad_norm: 6.4317 2021-07-03 17:21:41,410 - mmaction - INFO - Epoch [17][1960/3757] lr: 1.000e-02, eta: 6 days, 5:51:37, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.3975, top1_acc: 0.4445, top5_acc: 0.6852, loss_cls: 2.4641, loss: 3.8616, grad_norm: 6.2948 2021-07-03 17:22:02,500 - mmaction - INFO - Epoch [17][1980/3757] lr: 1.000e-02, eta: 6 days, 5:51:12, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4600, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5556, loss: 4.0155, grad_norm: 6.4776 2021-07-03 17:22:23,840 - mmaction - INFO - Epoch [17][2000/3757] lr: 1.000e-02, eta: 6 days, 5:50:49, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4023, top1_acc: 0.4523, top5_acc: 0.6859, loss_cls: 2.4631, loss: 3.8654, grad_norm: 6.0732 2021-07-03 17:22:45,157 - mmaction - INFO - Epoch [17][2020/3757] lr: 1.000e-02, eta: 6 days, 5:50:26, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.4088, top1_acc: 0.4445, top5_acc: 0.6898, loss_cls: 2.4824, loss: 3.8912, grad_norm: 6.1705 2021-07-03 17:23:06,452 - mmaction - INFO - Epoch [17][2040/3757] lr: 1.000e-02, eta: 6 days, 5:50:02, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4238, top1_acc: 0.4344, top5_acc: 0.6883, loss_cls: 2.5207, loss: 3.9445, grad_norm: 6.2012 2021-07-03 17:23:28,229 - mmaction - INFO - Epoch [17][2060/3757] lr: 1.000e-02, eta: 6 days, 5:49:43, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.4526, top1_acc: 0.4328, top5_acc: 0.6703, loss_cls: 2.5218, loss: 3.9744, grad_norm: 6.2541 2021-07-03 17:23:49,629 - mmaction - INFO - Epoch [17][2080/3757] lr: 1.000e-02, eta: 6 days, 5:49:20, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.4170, top1_acc: 0.4414, top5_acc: 0.6734, loss_cls: 2.5010, loss: 3.9180, grad_norm: 6.3205 2021-07-03 17:24:10,777 - mmaction - INFO - Epoch [17][2100/3757] lr: 1.000e-02, eta: 6 days, 5:48:56, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.4393, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5390, loss: 3.9784, grad_norm: 6.5115 2021-07-03 17:24:32,188 - mmaction - INFO - Epoch [17][2120/3757] lr: 1.000e-02, eta: 6 days, 5:48:33, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3755, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3764, loss: 3.7519, grad_norm: 6.3088 2021-07-03 17:24:53,799 - mmaction - INFO - Epoch [17][2140/3757] lr: 1.000e-02, eta: 6 days, 5:48:13, time: 1.081, data_time: 0.044, memory: 6921, loss_aux: 1.4474, top1_acc: 0.4453, top5_acc: 0.6695, loss_cls: 2.5321, loss: 3.9795, grad_norm: 6.4191 2021-07-03 17:25:15,161 - mmaction - INFO - Epoch [17][2160/3757] lr: 1.000e-02, eta: 6 days, 5:47:50, time: 1.068, data_time: 0.014, memory: 6921, loss_aux: 1.4008, top1_acc: 0.4570, top5_acc: 0.6984, loss_cls: 2.4193, loss: 3.8201, grad_norm: 6.3772 2021-07-03 17:25:36,653 - mmaction - INFO - Epoch [17][2180/3757] lr: 1.000e-02, eta: 6 days, 5:47:28, time: 1.074, data_time: 0.024, memory: 6921, loss_aux: 1.3870, top1_acc: 0.4555, top5_acc: 0.7070, loss_cls: 2.4001, loss: 3.7870, grad_norm: 6.2676 2021-07-03 17:25:58,922 - mmaction - INFO - Epoch [17][2200/3757] lr: 1.000e-02, eta: 6 days, 5:47:13, time: 1.116, data_time: 0.005, memory: 6921, loss_aux: 1.3741, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.3881, loss: 3.7622, grad_norm: 6.3054 2021-07-03 17:26:21,353 - mmaction - INFO - Epoch [17][2220/3757] lr: 1.000e-02, eta: 6 days, 5:46:59, time: 1.121, data_time: 0.001, memory: 6921, loss_aux: 1.4117, top1_acc: 0.4406, top5_acc: 0.6711, loss_cls: 2.5222, loss: 3.9339, grad_norm: 6.3315 2021-07-03 17:26:42,538 - mmaction - INFO - Epoch [17][2240/3757] lr: 1.000e-02, eta: 6 days, 5:46:34, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4263, top1_acc: 0.4477, top5_acc: 0.6844, loss_cls: 2.4691, loss: 3.8954, grad_norm: 6.2509 2021-07-03 17:27:03,692 - mmaction - INFO - Epoch [17][2260/3757] lr: 1.000e-02, eta: 6 days, 5:46:10, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3926, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4509, loss: 3.8435, grad_norm: 6.2991 2021-07-03 17:27:24,722 - mmaction - INFO - Epoch [17][2280/3757] lr: 1.000e-02, eta: 6 days, 5:45:45, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.4174, top1_acc: 0.4492, top5_acc: 0.6820, loss_cls: 2.4947, loss: 3.9120, grad_norm: 6.3434 2021-07-03 17:27:46,809 - mmaction - INFO - Epoch [17][2300/3757] lr: 1.000e-02, eta: 6 days, 5:45:28, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.4258, top1_acc: 0.4289, top5_acc: 0.6828, loss_cls: 2.5228, loss: 3.9486, grad_norm: 6.2036 2021-07-03 17:28:08,348 - mmaction - INFO - Epoch [17][2320/3757] lr: 1.000e-02, eta: 6 days, 5:45:06, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.4185, top1_acc: 0.4586, top5_acc: 0.6914, loss_cls: 2.4144, loss: 3.8329, grad_norm: 6.2827 2021-07-03 17:28:30,442 - mmaction - INFO - Epoch [17][2340/3757] lr: 1.000e-02, eta: 6 days, 5:44:49, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.4213, top1_acc: 0.4406, top5_acc: 0.6852, loss_cls: 2.4942, loss: 3.9155, grad_norm: 6.3678 2021-07-03 17:28:51,562 - mmaction - INFO - Epoch [17][2360/3757] lr: 1.000e-02, eta: 6 days, 5:44:25, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.4113, top1_acc: 0.4648, top5_acc: 0.6969, loss_cls: 2.4218, loss: 3.8331, grad_norm: 6.3848 2021-07-03 17:29:13,892 - mmaction - INFO - Epoch [17][2380/3757] lr: 1.000e-02, eta: 6 days, 5:44:10, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.3890, top1_acc: 0.4445, top5_acc: 0.6805, loss_cls: 2.4836, loss: 3.8726, grad_norm: 6.3027 2021-07-03 17:29:35,754 - mmaction - INFO - Epoch [17][2400/3757] lr: 1.000e-02, eta: 6 days, 5:43:51, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.4365, top1_acc: 0.4266, top5_acc: 0.6805, loss_cls: 2.5037, loss: 3.9402, grad_norm: 6.1593 2021-07-03 17:29:56,858 - mmaction - INFO - Epoch [17][2420/3757] lr: 1.000e-02, eta: 6 days, 5:43:26, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4460, top1_acc: 0.3984, top5_acc: 0.6781, loss_cls: 2.5757, loss: 4.0216, grad_norm: 6.4363 2021-07-03 17:30:18,740 - mmaction - INFO - Epoch [17][2440/3757] lr: 1.000e-02, eta: 6 days, 5:43:08, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.4129, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4380, loss: 3.8509, grad_norm: 6.2330 2021-07-03 17:30:40,622 - mmaction - INFO - Epoch [17][2460/3757] lr: 1.000e-02, eta: 6 days, 5:42:49, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.4240, top1_acc: 0.4391, top5_acc: 0.6773, loss_cls: 2.5084, loss: 3.9324, grad_norm: 6.3220 2021-07-03 17:31:01,778 - mmaction - INFO - Epoch [17][2480/3757] lr: 1.000e-02, eta: 6 days, 5:42:25, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4209, top1_acc: 0.4477, top5_acc: 0.6789, loss_cls: 2.4822, loss: 3.9031, grad_norm: 6.3787 2021-07-03 17:31:23,275 - mmaction - INFO - Epoch [17][2500/3757] lr: 1.000e-02, eta: 6 days, 5:42:03, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.3741, top1_acc: 0.4609, top5_acc: 0.7109, loss_cls: 2.3794, loss: 3.7535, grad_norm: 6.3519 2021-07-03 17:31:45,005 - mmaction - INFO - Epoch [17][2520/3757] lr: 1.000e-02, eta: 6 days, 5:41:43, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.4184, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4782, loss: 3.8966, grad_norm: 6.4921 2021-07-03 17:32:06,672 - mmaction - INFO - Epoch [17][2540/3757] lr: 1.000e-02, eta: 6 days, 5:41:23, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.4003, top1_acc: 0.4383, top5_acc: 0.6969, loss_cls: 2.4100, loss: 3.8103, grad_norm: 6.4726 2021-07-03 17:32:28,188 - mmaction - INFO - Epoch [17][2560/3757] lr: 1.000e-02, eta: 6 days, 5:41:01, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.4155, top1_acc: 0.4555, top5_acc: 0.6766, loss_cls: 2.4601, loss: 3.8756, grad_norm: 6.4524 2021-07-03 17:32:50,136 - mmaction - INFO - Epoch [17][2580/3757] lr: 1.000e-02, eta: 6 days, 5:40:43, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.4284, top1_acc: 0.4422, top5_acc: 0.6828, loss_cls: 2.4918, loss: 3.9202, grad_norm: 6.4770 2021-07-03 17:33:11,806 - mmaction - INFO - Epoch [17][2600/3757] lr: 1.000e-02, eta: 6 days, 5:40:23, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.4166, top1_acc: 0.4492, top5_acc: 0.6930, loss_cls: 2.4724, loss: 3.8890, grad_norm: 6.4118 2021-07-03 17:33:33,803 - mmaction - INFO - Epoch [17][2620/3757] lr: 1.000e-02, eta: 6 days, 5:40:05, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.4586, top1_acc: 0.4250, top5_acc: 0.6891, loss_cls: 2.5568, loss: 4.0154, grad_norm: 6.4224 2021-07-03 17:33:55,556 - mmaction - INFO - Epoch [17][2640/3757] lr: 1.000e-02, eta: 6 days, 5:39:46, time: 1.090, data_time: 0.037, memory: 6921, loss_aux: 1.4064, top1_acc: 0.4328, top5_acc: 0.6906, loss_cls: 2.4739, loss: 3.8803, grad_norm: 6.4140 2021-07-03 17:34:16,635 - mmaction - INFO - Epoch [17][2660/3757] lr: 1.000e-02, eta: 6 days, 5:39:21, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.4290, top1_acc: 0.4414, top5_acc: 0.6922, loss_cls: 2.4729, loss: 3.9019, grad_norm: 6.4842 2021-07-03 17:34:38,105 - mmaction - INFO - Epoch [17][2680/3757] lr: 1.000e-02, eta: 6 days, 5:38:58, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.4103, top1_acc: 0.4359, top5_acc: 0.6953, loss_cls: 2.4753, loss: 3.8856, grad_norm: 6.2917 2021-07-03 17:35:00,695 - mmaction - INFO - Epoch [17][2700/3757] lr: 1.000e-02, eta: 6 days, 5:38:46, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 1.4006, top1_acc: 0.4383, top5_acc: 0.6789, loss_cls: 2.4790, loss: 3.8796, grad_norm: 6.4762 2021-07-03 17:35:21,739 - mmaction - INFO - Epoch [17][2720/3757] lr: 1.000e-02, eta: 6 days, 5:38:20, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.4053, top1_acc: 0.4453, top5_acc: 0.7078, loss_cls: 2.3972, loss: 3.8024, grad_norm: 6.4645 2021-07-03 17:35:43,051 - mmaction - INFO - Epoch [17][2740/3757] lr: 1.000e-02, eta: 6 days, 5:37:57, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3999, top1_acc: 0.4375, top5_acc: 0.7023, loss_cls: 2.4153, loss: 3.8152, grad_norm: 6.2687 2021-07-03 17:36:04,658 - mmaction - INFO - Epoch [17][2760/3757] lr: 1.000e-02, eta: 6 days, 5:37:37, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.3766, top1_acc: 0.4617, top5_acc: 0.6914, loss_cls: 2.4142, loss: 3.7908, grad_norm: 6.2448 2021-07-03 17:36:26,704 - mmaction - INFO - Epoch [17][2780/3757] lr: 1.000e-02, eta: 6 days, 5:37:19, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.4682, top1_acc: 0.4305, top5_acc: 0.6641, loss_cls: 2.6080, loss: 4.0762, grad_norm: 6.4064 2021-07-03 17:36:47,810 - mmaction - INFO - Epoch [17][2800/3757] lr: 1.000e-02, eta: 6 days, 5:36:54, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3893, top1_acc: 0.4516, top5_acc: 0.6656, loss_cls: 2.4590, loss: 3.8483, grad_norm: 6.2886 2021-07-03 17:37:09,013 - mmaction - INFO - Epoch [17][2820/3757] lr: 1.000e-02, eta: 6 days, 5:36:30, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4678, top1_acc: 0.4180, top5_acc: 0.6641, loss_cls: 2.6084, loss: 4.0762, grad_norm: 6.6387 2021-07-03 17:37:31,310 - mmaction - INFO - Epoch [17][2840/3757] lr: 1.000e-02, eta: 6 days, 5:36:15, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.4256, top1_acc: 0.4484, top5_acc: 0.6648, loss_cls: 2.5268, loss: 3.9524, grad_norm: 6.3496 2021-07-03 17:37:52,324 - mmaction - INFO - Epoch [17][2860/3757] lr: 1.000e-02, eta: 6 days, 5:35:49, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.4213, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.5155, loss: 3.9368, grad_norm: 6.3751 2021-07-03 17:38:14,488 - mmaction - INFO - Epoch [17][2880/3757] lr: 1.000e-02, eta: 6 days, 5:35:33, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.4078, top1_acc: 0.4555, top5_acc: 0.6820, loss_cls: 2.4587, loss: 3.8665, grad_norm: 6.2624 2021-07-03 17:38:35,719 - mmaction - INFO - Epoch [17][2900/3757] lr: 1.000e-02, eta: 6 days, 5:35:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3890, top1_acc: 0.4586, top5_acc: 0.6789, loss_cls: 2.4218, loss: 3.8108, grad_norm: 6.3046 2021-07-03 17:38:56,883 - mmaction - INFO - Epoch [17][2920/3757] lr: 1.000e-02, eta: 6 days, 5:34:45, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.4373, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.5563, loss: 3.9935, grad_norm: 6.1911 2021-07-03 17:39:18,412 - mmaction - INFO - Epoch [17][2940/3757] lr: 1.000e-02, eta: 6 days, 5:34:24, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.4029, top1_acc: 0.4391, top5_acc: 0.7016, loss_cls: 2.4284, loss: 3.8313, grad_norm: 6.3058 2021-07-03 17:39:39,963 - mmaction - INFO - Epoch [17][2960/3757] lr: 1.000e-02, eta: 6 days, 5:34:02, time: 1.077, data_time: 0.030, memory: 6921, loss_aux: 1.4401, top1_acc: 0.4250, top5_acc: 0.6836, loss_cls: 2.5219, loss: 3.9619, grad_norm: 6.4857 2021-07-03 17:40:01,321 - mmaction - INFO - Epoch [17][2980/3757] lr: 1.000e-02, eta: 6 days, 5:33:40, time: 1.068, data_time: 0.011, memory: 6921, loss_aux: 1.3818, top1_acc: 0.4523, top5_acc: 0.7125, loss_cls: 2.3392, loss: 3.7211, grad_norm: 6.2475 2021-07-03 17:40:23,018 - mmaction - INFO - Epoch [17][3000/3757] lr: 1.000e-02, eta: 6 days, 5:33:19, time: 1.084, data_time: 0.039, memory: 6921, loss_aux: 1.4269, top1_acc: 0.4547, top5_acc: 0.6719, loss_cls: 2.4885, loss: 3.9154, grad_norm: 6.1980 2021-07-03 17:40:45,200 - mmaction - INFO - Epoch [17][3020/3757] lr: 1.000e-02, eta: 6 days, 5:33:03, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.4634, top1_acc: 0.4195, top5_acc: 0.6617, loss_cls: 2.5908, loss: 4.0541, grad_norm: 6.4082 2021-07-03 17:41:06,556 - mmaction - INFO - Epoch [17][3040/3757] lr: 1.000e-02, eta: 6 days, 5:32:40, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.3845, top1_acc: 0.4383, top5_acc: 0.6742, loss_cls: 2.4823, loss: 3.8668, grad_norm: 6.2656 2021-07-03 17:41:27,697 - mmaction - INFO - Epoch [17][3060/3757] lr: 1.000e-02, eta: 6 days, 5:32:16, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4696, top1_acc: 0.4062, top5_acc: 0.6758, loss_cls: 2.6134, loss: 4.0830, grad_norm: 6.3916 2021-07-03 17:41:49,757 - mmaction - INFO - Epoch [17][3080/3757] lr: 1.000e-02, eta: 6 days, 5:31:58, time: 1.102, data_time: 0.008, memory: 6921, loss_aux: 1.4496, top1_acc: 0.4109, top5_acc: 0.6789, loss_cls: 2.5825, loss: 4.0320, grad_norm: 6.3966 2021-07-03 17:42:11,621 - mmaction - INFO - Epoch [17][3100/3757] lr: 1.000e-02, eta: 6 days, 5:31:40, time: 1.094, data_time: 0.053, memory: 6921, loss_aux: 1.4479, top1_acc: 0.4531, top5_acc: 0.6711, loss_cls: 2.5242, loss: 3.9720, grad_norm: 6.3636 2021-07-03 17:42:32,889 - mmaction - INFO - Epoch [17][3120/3757] lr: 1.000e-02, eta: 6 days, 5:31:16, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4256, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4801, loss: 3.9057, grad_norm: 6.2618 2021-07-03 17:42:54,611 - mmaction - INFO - Epoch [17][3140/3757] lr: 1.000e-02, eta: 6 days, 5:30:56, time: 1.086, data_time: 0.041, memory: 6921, loss_aux: 1.4510, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.5080, loss: 3.9590, grad_norm: 6.3318 2021-07-03 17:43:16,201 - mmaction - INFO - Epoch [17][3160/3757] lr: 1.000e-02, eta: 6 days, 5:30:36, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.4219, top1_acc: 0.4359, top5_acc: 0.6758, loss_cls: 2.5008, loss: 3.9228, grad_norm: 6.3675 2021-07-03 17:43:38,166 - mmaction - INFO - Epoch [17][3180/3757] lr: 1.000e-02, eta: 6 days, 5:30:18, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.4500, top1_acc: 0.4422, top5_acc: 0.6687, loss_cls: 2.5260, loss: 3.9760, grad_norm: 6.2369 2021-07-03 17:43:59,588 - mmaction - INFO - Epoch [17][3200/3757] lr: 1.000e-02, eta: 6 days, 5:29:55, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.3538, top1_acc: 0.4547, top5_acc: 0.7047, loss_cls: 2.3873, loss: 3.7411, grad_norm: 6.1435 2021-07-03 17:44:21,013 - mmaction - INFO - Epoch [17][3220/3757] lr: 1.000e-02, eta: 6 days, 5:29:33, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.4388, top1_acc: 0.4422, top5_acc: 0.6742, loss_cls: 2.5160, loss: 3.9548, grad_norm: 6.3367 2021-07-03 17:44:42,481 - mmaction - INFO - Epoch [17][3240/3757] lr: 1.000e-02, eta: 6 days, 5:29:11, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.4240, top1_acc: 0.4539, top5_acc: 0.6687, loss_cls: 2.5159, loss: 3.9399, grad_norm: 6.2992 2021-07-03 17:45:04,700 - mmaction - INFO - Epoch [17][3260/3757] lr: 1.000e-02, eta: 6 days, 5:28:55, time: 1.113, data_time: 0.069, memory: 6921, loss_aux: 1.4178, top1_acc: 0.4516, top5_acc: 0.6914, loss_cls: 2.4638, loss: 3.8816, grad_norm: 6.3758 2021-07-03 17:45:25,805 - mmaction - INFO - Epoch [17][3280/3757] lr: 1.000e-02, eta: 6 days, 5:28:30, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4173, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.5051, loss: 3.9224, grad_norm: 6.3441 2021-07-03 17:45:47,796 - mmaction - INFO - Epoch [17][3300/3757] lr: 1.000e-02, eta: 6 days, 5:28:12, time: 1.099, data_time: 0.051, memory: 6921, loss_aux: 1.4653, top1_acc: 0.4367, top5_acc: 0.6586, loss_cls: 2.5750, loss: 4.0403, grad_norm: 6.3743 2021-07-03 17:46:08,999 - mmaction - INFO - Epoch [17][3320/3757] lr: 1.000e-02, eta: 6 days, 5:27:48, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.4061, top1_acc: 0.4484, top5_acc: 0.6695, loss_cls: 2.4836, loss: 3.8897, grad_norm: 6.1982 2021-07-03 17:46:30,911 - mmaction - INFO - Epoch [17][3340/3757] lr: 1.000e-02, eta: 6 days, 5:27:30, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.3983, top1_acc: 0.4437, top5_acc: 0.6844, loss_cls: 2.4544, loss: 3.8527, grad_norm: 6.1991 2021-07-03 17:46:53,300 - mmaction - INFO - Epoch [17][3360/3757] lr: 1.000e-02, eta: 6 days, 5:27:16, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.4362, top1_acc: 0.4234, top5_acc: 0.6914, loss_cls: 2.5052, loss: 3.9414, grad_norm: 6.4301 2021-07-03 17:47:14,552 - mmaction - INFO - Epoch [17][3380/3757] lr: 1.000e-02, eta: 6 days, 5:26:52, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4090, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4591, loss: 3.8681, grad_norm: 6.2259 2021-07-03 17:47:36,155 - mmaction - INFO - Epoch [17][3400/3757] lr: 1.000e-02, eta: 6 days, 5:26:31, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.4392, top1_acc: 0.4422, top5_acc: 0.6891, loss_cls: 2.4998, loss: 3.9390, grad_norm: 6.4557 2021-07-03 17:47:57,606 - mmaction - INFO - Epoch [17][3420/3757] lr: 1.000e-02, eta: 6 days, 5:26:09, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3969, top1_acc: 0.4406, top5_acc: 0.7008, loss_cls: 2.4225, loss: 3.8194, grad_norm: 6.3464 2021-07-03 17:48:19,136 - mmaction - INFO - Epoch [17][3440/3757] lr: 1.000e-02, eta: 6 days, 5:25:48, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.4042, top1_acc: 0.4539, top5_acc: 0.6961, loss_cls: 2.4842, loss: 3.8884, grad_norm: 6.3857 2021-07-03 17:48:40,672 - mmaction - INFO - Epoch [17][3460/3757] lr: 1.000e-02, eta: 6 days, 5:25:26, time: 1.076, data_time: 0.029, memory: 6921, loss_aux: 1.4410, top1_acc: 0.4383, top5_acc: 0.6836, loss_cls: 2.5364, loss: 3.9775, grad_norm: 6.3757 2021-07-03 17:49:02,163 - mmaction - INFO - Epoch [17][3480/3757] lr: 1.000e-02, eta: 6 days, 5:25:04, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.4638, top1_acc: 0.4406, top5_acc: 0.6609, loss_cls: 2.5613, loss: 4.0251, grad_norm: 6.4121 2021-07-03 17:49:23,414 - mmaction - INFO - Epoch [17][3500/3757] lr: 1.000e-02, eta: 6 days, 5:24:41, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.4576, top1_acc: 0.4289, top5_acc: 0.6594, loss_cls: 2.5834, loss: 4.0410, grad_norm: 6.4150 2021-07-03 17:49:45,286 - mmaction - INFO - Epoch [17][3520/3757] lr: 1.000e-02, eta: 6 days, 5:24:22, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.3863, top1_acc: 0.4414, top5_acc: 0.6945, loss_cls: 2.4237, loss: 3.8101, grad_norm: 6.5000 2021-07-03 17:50:06,427 - mmaction - INFO - Epoch [17][3540/3757] lr: 1.000e-02, eta: 6 days, 5:23:57, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.4324, top1_acc: 0.4336, top5_acc: 0.6656, loss_cls: 2.5332, loss: 3.9655, grad_norm: 6.4868 2021-07-03 17:50:28,136 - mmaction - INFO - Epoch [17][3560/3757] lr: 1.000e-02, eta: 6 days, 5:23:38, time: 1.087, data_time: 0.035, memory: 6921, loss_aux: 1.4493, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5412, loss: 3.9905, grad_norm: 6.4712 2021-07-03 17:50:50,250 - mmaction - INFO - Epoch [17][3580/3757] lr: 1.000e-02, eta: 6 days, 5:23:21, time: 1.104, data_time: 0.068, memory: 6921, loss_aux: 1.4099, top1_acc: 0.4430, top5_acc: 0.7070, loss_cls: 2.4679, loss: 3.8779, grad_norm: 6.5817 2021-07-03 17:51:11,513 - mmaction - INFO - Epoch [17][3600/3757] lr: 1.000e-02, eta: 6 days, 5:22:57, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3934, top1_acc: 0.4508, top5_acc: 0.6852, loss_cls: 2.4538, loss: 3.8472, grad_norm: 6.2902 2021-07-03 17:51:33,769 - mmaction - INFO - Epoch [17][3620/3757] lr: 1.000e-02, eta: 6 days, 5:22:42, time: 1.115, data_time: 0.079, memory: 6921, loss_aux: 1.3912, top1_acc: 0.4492, top5_acc: 0.6836, loss_cls: 2.4379, loss: 3.8291, grad_norm: 6.3157 2021-07-03 17:51:55,335 - mmaction - INFO - Epoch [17][3640/3757] lr: 1.000e-02, eta: 6 days, 5:22:20, time: 1.076, data_time: 0.047, memory: 6921, loss_aux: 1.4606, top1_acc: 0.4219, top5_acc: 0.6672, loss_cls: 2.5726, loss: 4.0332, grad_norm: 6.5297 2021-07-03 17:52:16,498 - mmaction - INFO - Epoch [17][3660/3757] lr: 1.000e-02, eta: 6 days, 5:21:56, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.4239, top1_acc: 0.4445, top5_acc: 0.6727, loss_cls: 2.5227, loss: 3.9466, grad_norm: 6.4939 2021-07-03 17:52:37,481 - mmaction - INFO - Epoch [17][3680/3757] lr: 1.000e-02, eta: 6 days, 5:21:31, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.4181, top1_acc: 0.4273, top5_acc: 0.6773, loss_cls: 2.5231, loss: 3.9412, grad_norm: 6.4386 2021-07-03 17:52:59,378 - mmaction - INFO - Epoch [17][3700/3757] lr: 1.000e-02, eta: 6 days, 5:21:12, time: 1.093, data_time: 0.001, memory: 6921, loss_aux: 1.4318, top1_acc: 0.4227, top5_acc: 0.6789, loss_cls: 2.5353, loss: 3.9671, grad_norm: 6.4459 2021-07-03 17:53:21,884 - mmaction - INFO - Epoch [17][3720/3757] lr: 1.000e-02, eta: 6 days, 5:20:58, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 1.4241, top1_acc: 0.4375, top5_acc: 0.6781, loss_cls: 2.5176, loss: 3.9417, grad_norm: 6.2371 2021-07-03 17:53:43,183 - mmaction - INFO - Epoch [17][3740/3757] lr: 1.000e-02, eta: 6 days, 5:20:35, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.4036, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.4323, loss: 3.8359, grad_norm: 6.3398 2021-07-03 17:54:01,542 - mmaction - INFO - Saving checkpoint at 17 epochs 2021-07-03 17:55:04,483 - mmaction - INFO - Epoch [18][20/3757] lr: 1.000e-02, eta: 6 days, 5:22:44, time: 3.071, data_time: 1.998, memory: 6921, loss_aux: 1.4369, top1_acc: 0.4367, top5_acc: 0.6719, loss_cls: 2.5138, loss: 3.9507, grad_norm: 6.4648 2021-07-03 17:55:26,832 - mmaction - INFO - Epoch [18][40/3757] lr: 1.000e-02, eta: 6 days, 5:22:29, time: 1.119, data_time: 0.005, memory: 6921, loss_aux: 1.3768, top1_acc: 0.4555, top5_acc: 0.7094, loss_cls: 2.3794, loss: 3.7562, grad_norm: 6.4121 2021-07-03 17:55:48,458 - mmaction - INFO - Epoch [18][60/3757] lr: 1.000e-02, eta: 6 days, 5:22:08, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.3907, top1_acc: 0.4359, top5_acc: 0.7047, loss_cls: 2.4179, loss: 3.8086, grad_norm: 6.2856 2021-07-03 17:56:09,701 - mmaction - INFO - Epoch [18][80/3757] lr: 1.000e-02, eta: 6 days, 5:21:44, time: 1.063, data_time: 0.007, memory: 6921, loss_aux: 1.4442, top1_acc: 0.4422, top5_acc: 0.6820, loss_cls: 2.4990, loss: 3.9432, grad_norm: 6.3090 2021-07-03 17:56:31,994 - mmaction - INFO - Epoch [18][100/3757] lr: 1.000e-02, eta: 6 days, 5:21:29, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 1.4474, top1_acc: 0.4406, top5_acc: 0.6781, loss_cls: 2.5584, loss: 4.0058, grad_norm: 6.5473 2021-07-03 17:56:53,612 - mmaction - INFO - Epoch [18][120/3757] lr: 1.000e-02, eta: 6 days, 5:21:08, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.3851, top1_acc: 0.4586, top5_acc: 0.6859, loss_cls: 2.4625, loss: 3.8476, grad_norm: 6.1721 2021-07-03 17:57:15,133 - mmaction - INFO - Epoch [18][140/3757] lr: 1.000e-02, eta: 6 days, 5:20:46, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.4387, top1_acc: 0.4297, top5_acc: 0.6937, loss_cls: 2.4663, loss: 3.9050, grad_norm: 6.4912 2021-07-03 17:57:36,441 - mmaction - INFO - Epoch [18][160/3757] lr: 1.000e-02, eta: 6 days, 5:20:23, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.3844, top1_acc: 0.4609, top5_acc: 0.6898, loss_cls: 2.3875, loss: 3.7719, grad_norm: 6.2576 2021-07-03 17:57:58,769 - mmaction - INFO - Epoch [18][180/3757] lr: 1.000e-02, eta: 6 days, 5:20:08, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.4973, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.6074, loss: 4.1047, grad_norm: 6.5103 2021-07-03 17:58:19,647 - mmaction - INFO - Epoch [18][200/3757] lr: 1.000e-02, eta: 6 days, 5:19:41, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.4001, top1_acc: 0.4578, top5_acc: 0.6992, loss_cls: 2.4245, loss: 3.8245, grad_norm: 6.2920 2021-07-03 17:58:40,786 - mmaction - INFO - Epoch [18][220/3757] lr: 1.000e-02, eta: 6 days, 5:19:17, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.4366, top1_acc: 0.4352, top5_acc: 0.6719, loss_cls: 2.5429, loss: 3.9795, grad_norm: 6.3202 2021-07-03 17:59:01,821 - mmaction - INFO - Epoch [18][240/3757] lr: 1.000e-02, eta: 6 days, 5:18:52, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.3504, top1_acc: 0.4688, top5_acc: 0.7070, loss_cls: 2.3384, loss: 3.6888, grad_norm: 6.2646 2021-07-03 17:59:24,109 - mmaction - INFO - Epoch [18][260/3757] lr: 1.000e-02, eta: 6 days, 5:18:36, time: 1.115, data_time: 0.067, memory: 6921, loss_aux: 1.3757, top1_acc: 0.4648, top5_acc: 0.7016, loss_cls: 2.3581, loss: 3.7338, grad_norm: 6.3037 2021-07-03 17:59:45,183 - mmaction - INFO - Epoch [18][280/3757] lr: 1.000e-02, eta: 6 days, 5:18:11, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.3877, top1_acc: 0.4836, top5_acc: 0.7039, loss_cls: 2.3730, loss: 3.7607, grad_norm: 6.2655 2021-07-03 18:00:07,418 - mmaction - INFO - Epoch [18][300/3757] lr: 1.000e-02, eta: 6 days, 5:17:55, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.3806, top1_acc: 0.4461, top5_acc: 0.6859, loss_cls: 2.4195, loss: 3.8001, grad_norm: 6.3839 2021-07-03 18:00:29,167 - mmaction - INFO - Epoch [18][320/3757] lr: 1.000e-02, eta: 6 days, 5:17:35, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3878, top1_acc: 0.4648, top5_acc: 0.6992, loss_cls: 2.3704, loss: 3.7581, grad_norm: 6.3231 2021-07-03 18:00:50,270 - mmaction - INFO - Epoch [18][340/3757] lr: 1.000e-02, eta: 6 days, 5:17:10, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3803, top1_acc: 0.4594, top5_acc: 0.6945, loss_cls: 2.3864, loss: 3.7667, grad_norm: 6.4066 2021-07-03 18:01:11,892 - mmaction - INFO - Epoch [18][360/3757] lr: 1.000e-02, eta: 6 days, 5:16:50, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.4249, top1_acc: 0.4602, top5_acc: 0.6883, loss_cls: 2.4179, loss: 3.8428, grad_norm: 6.3348 2021-07-03 18:01:34,112 - mmaction - INFO - Epoch [18][380/3757] lr: 1.000e-02, eta: 6 days, 5:16:33, time: 1.111, data_time: 0.059, memory: 6921, loss_aux: 1.3580, top1_acc: 0.4539, top5_acc: 0.6969, loss_cls: 2.4185, loss: 3.7765, grad_norm: 6.4483 2021-07-03 18:01:56,187 - mmaction - INFO - Epoch [18][400/3757] lr: 1.000e-02, eta: 6 days, 5:16:16, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.3799, top1_acc: 0.4711, top5_acc: 0.7031, loss_cls: 2.3283, loss: 3.7082, grad_norm: 6.3647 2021-07-03 18:02:17,277 - mmaction - INFO - Epoch [18][420/3757] lr: 1.000e-02, eta: 6 days, 5:15:51, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4511, top1_acc: 0.4062, top5_acc: 0.6648, loss_cls: 2.5481, loss: 3.9992, grad_norm: 6.6347 2021-07-03 18:02:38,601 - mmaction - INFO - Epoch [18][440/3757] lr: 1.000e-02, eta: 6 days, 5:15:28, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4375, top1_acc: 0.4250, top5_acc: 0.6836, loss_cls: 2.4901, loss: 3.9276, grad_norm: 6.4980 2021-07-03 18:02:59,717 - mmaction - INFO - Epoch [18][460/3757] lr: 1.000e-02, eta: 6 days, 5:15:04, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.4648, top1_acc: 0.4250, top5_acc: 0.6664, loss_cls: 2.5604, loss: 4.0252, grad_norm: 6.3640 2021-07-03 18:03:21,325 - mmaction - INFO - Epoch [18][480/3757] lr: 1.000e-02, eta: 6 days, 5:14:43, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.4309, top1_acc: 0.4156, top5_acc: 0.6695, loss_cls: 2.5461, loss: 3.9770, grad_norm: 6.3103 2021-07-03 18:03:43,473 - mmaction - INFO - Epoch [18][500/3757] lr: 1.000e-02, eta: 6 days, 5:14:26, time: 1.108, data_time: 0.001, memory: 6921, loss_aux: 1.4026, top1_acc: 0.4398, top5_acc: 0.6844, loss_cls: 2.4829, loss: 3.8855, grad_norm: 6.1686 2021-07-03 18:04:05,265 - mmaction - INFO - Epoch [18][520/3757] lr: 1.000e-02, eta: 6 days, 5:14:06, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.4513, top1_acc: 0.4242, top5_acc: 0.6781, loss_cls: 2.5207, loss: 3.9720, grad_norm: 6.3376 2021-07-03 18:04:26,446 - mmaction - INFO - Epoch [18][540/3757] lr: 1.000e-02, eta: 6 days, 5:13:42, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.4203, top1_acc: 0.4352, top5_acc: 0.6797, loss_cls: 2.5152, loss: 3.9355, grad_norm: 6.4989 2021-07-03 18:04:47,782 - mmaction - INFO - Epoch [18][560/3757] lr: 1.000e-02, eta: 6 days, 5:13:19, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.4279, top1_acc: 0.4422, top5_acc: 0.6758, loss_cls: 2.5238, loss: 3.9517, grad_norm: 6.4355 2021-07-03 18:05:08,872 - mmaction - INFO - Epoch [18][580/3757] lr: 1.000e-02, eta: 6 days, 5:12:54, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3631, top1_acc: 0.4398, top5_acc: 0.6984, loss_cls: 2.4039, loss: 3.7670, grad_norm: 6.3840 2021-07-03 18:05:31,226 - mmaction - INFO - Epoch [18][600/3757] lr: 1.000e-02, eta: 6 days, 5:12:39, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 1.3650, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.3090, loss: 3.6740, grad_norm: 6.3395 2021-07-03 18:05:53,495 - mmaction - INFO - Epoch [18][620/3757] lr: 1.000e-02, eta: 6 days, 5:12:23, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.4661, top1_acc: 0.4359, top5_acc: 0.6844, loss_cls: 2.5272, loss: 3.9933, grad_norm: 6.5465 2021-07-03 18:06:14,665 - mmaction - INFO - Epoch [18][640/3757] lr: 1.000e-02, eta: 6 days, 5:11:59, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3800, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.3821, loss: 3.7621, grad_norm: 6.3562 2021-07-03 18:06:36,062 - mmaction - INFO - Epoch [18][660/3757] lr: 1.000e-02, eta: 6 days, 5:11:37, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.3789, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4194, loss: 3.7983, grad_norm: 6.2865 2021-07-03 18:06:58,238 - mmaction - INFO - Epoch [18][680/3757] lr: 1.000e-02, eta: 6 days, 5:11:20, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.3979, top1_acc: 0.4430, top5_acc: 0.6891, loss_cls: 2.4596, loss: 3.8575, grad_norm: 6.3122 2021-07-03 18:07:19,196 - mmaction - INFO - Epoch [18][700/3757] lr: 1.000e-02, eta: 6 days, 5:10:54, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.4005, top1_acc: 0.4461, top5_acc: 0.6859, loss_cls: 2.4227, loss: 3.8232, grad_norm: 6.4073 2021-07-03 18:07:40,401 - mmaction - INFO - Epoch [18][720/3757] lr: 1.000e-02, eta: 6 days, 5:10:30, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3914, top1_acc: 0.4633, top5_acc: 0.7008, loss_cls: 2.4118, loss: 3.8032, grad_norm: 6.3007 2021-07-03 18:08:02,664 - mmaction - INFO - Epoch [18][740/3757] lr: 1.000e-02, eta: 6 days, 5:10:14, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.4038, top1_acc: 0.4445, top5_acc: 0.6891, loss_cls: 2.4401, loss: 3.8439, grad_norm: 6.4178 2021-07-03 18:08:24,281 - mmaction - INFO - Epoch [18][760/3757] lr: 1.000e-02, eta: 6 days, 5:09:53, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.4147, top1_acc: 0.4500, top5_acc: 0.6977, loss_cls: 2.4435, loss: 3.8582, grad_norm: 6.3746 2021-07-03 18:08:45,303 - mmaction - INFO - Epoch [18][780/3757] lr: 1.000e-02, eta: 6 days, 5:09:28, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3712, top1_acc: 0.4555, top5_acc: 0.6922, loss_cls: 2.4234, loss: 3.7946, grad_norm: 6.1799 2021-07-03 18:09:07,611 - mmaction - INFO - Epoch [18][800/3757] lr: 1.000e-02, eta: 6 days, 5:09:13, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 1.4005, top1_acc: 0.4453, top5_acc: 0.6937, loss_cls: 2.4331, loss: 3.8336, grad_norm: 6.3817 2021-07-03 18:09:28,708 - mmaction - INFO - Epoch [18][820/3757] lr: 1.000e-02, eta: 6 days, 5:08:48, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.4301, top1_acc: 0.4594, top5_acc: 0.6773, loss_cls: 2.4926, loss: 3.9227, grad_norm: 6.3769 2021-07-03 18:09:49,864 - mmaction - INFO - Epoch [18][840/3757] lr: 1.000e-02, eta: 6 days, 5:08:23, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3406, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3660, loss: 3.7067, grad_norm: 6.2105 2021-07-03 18:10:12,096 - mmaction - INFO - Epoch [18][860/3757] lr: 1.000e-02, eta: 6 days, 5:08:07, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.3942, top1_acc: 0.4469, top5_acc: 0.6914, loss_cls: 2.4516, loss: 3.8458, grad_norm: 6.3592 2021-07-03 18:10:33,255 - mmaction - INFO - Epoch [18][880/3757] lr: 1.000e-02, eta: 6 days, 5:07:43, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.4509, top1_acc: 0.4391, top5_acc: 0.6727, loss_cls: 2.5273, loss: 3.9781, grad_norm: 6.4425 2021-07-03 18:10:54,417 - mmaction - INFO - Epoch [18][900/3757] lr: 1.000e-02, eta: 6 days, 5:07:19, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3933, top1_acc: 0.4602, top5_acc: 0.7102, loss_cls: 2.3950, loss: 3.7883, grad_norm: 6.3360 2021-07-03 18:11:16,189 - mmaction - INFO - Epoch [18][920/3757] lr: 1.000e-02, eta: 6 days, 5:06:59, time: 1.087, data_time: 0.001, memory: 6921, loss_aux: 1.4745, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.5048, loss: 3.9793, grad_norm: 6.5085 2021-07-03 18:11:37,409 - mmaction - INFO - Epoch [18][940/3757] lr: 1.000e-02, eta: 6 days, 5:06:35, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3694, top1_acc: 0.4602, top5_acc: 0.6992, loss_cls: 2.4185, loss: 3.7879, grad_norm: 6.2817 2021-07-03 18:11:58,746 - mmaction - INFO - Epoch [18][960/3757] lr: 1.000e-02, eta: 6 days, 5:06:12, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3897, top1_acc: 0.4672, top5_acc: 0.6969, loss_cls: 2.3866, loss: 3.7763, grad_norm: 6.3337 2021-07-03 18:12:20,000 - mmaction - INFO - Epoch [18][980/3757] lr: 1.000e-02, eta: 6 days, 5:05:48, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.4133, top1_acc: 0.4594, top5_acc: 0.6859, loss_cls: 2.4043, loss: 3.8176, grad_norm: 6.3300 2021-07-03 18:12:41,936 - mmaction - INFO - Epoch [18][1000/3757] lr: 1.000e-02, eta: 6 days, 5:05:30, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.4278, top1_acc: 0.4313, top5_acc: 0.6820, loss_cls: 2.5548, loss: 3.9826, grad_norm: 6.5951 2021-07-03 18:13:03,395 - mmaction - INFO - Epoch [18][1020/3757] lr: 1.000e-02, eta: 6 days, 5:05:08, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.4142, top1_acc: 0.4445, top5_acc: 0.6969, loss_cls: 2.4453, loss: 3.8595, grad_norm: 6.5256 2021-07-03 18:13:24,643 - mmaction - INFO - Epoch [18][1040/3757] lr: 1.000e-02, eta: 6 days, 5:04:44, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.4525, top1_acc: 0.4617, top5_acc: 0.6813, loss_cls: 2.4757, loss: 3.9282, grad_norm: 6.4561 2021-07-03 18:13:46,681 - mmaction - INFO - Epoch [18][1060/3757] lr: 1.000e-02, eta: 6 days, 5:04:27, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.4366, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.4917, loss: 3.9283, grad_norm: 6.3880 2021-07-03 18:14:07,790 - mmaction - INFO - Epoch [18][1080/3757] lr: 1.000e-02, eta: 6 days, 5:04:02, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.4009, top1_acc: 0.4469, top5_acc: 0.7109, loss_cls: 2.3954, loss: 3.7963, grad_norm: 6.4627 2021-07-03 18:14:29,465 - mmaction - INFO - Epoch [18][1100/3757] lr: 1.000e-02, eta: 6 days, 5:03:42, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.4616, top1_acc: 0.4242, top5_acc: 0.6695, loss_cls: 2.5806, loss: 4.0422, grad_norm: 6.5239 2021-07-03 18:14:51,236 - mmaction - INFO - Epoch [18][1120/3757] lr: 1.000e-02, eta: 6 days, 5:03:22, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.4467, top1_acc: 0.4453, top5_acc: 0.6891, loss_cls: 2.4893, loss: 3.9361, grad_norm: 6.3675 2021-07-03 18:15:12,646 - mmaction - INFO - Epoch [18][1140/3757] lr: 1.000e-02, eta: 6 days, 5:03:00, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.3772, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4350, loss: 3.8121, grad_norm: 6.3190 2021-07-03 18:15:34,379 - mmaction - INFO - Epoch [18][1160/3757] lr: 1.000e-02, eta: 6 days, 5:02:40, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.3986, top1_acc: 0.4453, top5_acc: 0.6758, loss_cls: 2.4404, loss: 3.8390, grad_norm: 6.4937 2021-07-03 18:15:55,743 - mmaction - INFO - Epoch [18][1180/3757] lr: 1.000e-02, eta: 6 days, 5:02:17, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.4252, top1_acc: 0.4492, top5_acc: 0.6641, loss_cls: 2.5218, loss: 3.9470, grad_norm: 6.2757 2021-07-03 18:16:17,621 - mmaction - INFO - Epoch [18][1200/3757] lr: 1.000e-02, eta: 6 days, 5:01:58, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.4445, top1_acc: 0.4234, top5_acc: 0.6742, loss_cls: 2.5369, loss: 3.9814, grad_norm: 6.3962 2021-07-03 18:16:39,090 - mmaction - INFO - Epoch [18][1220/3757] lr: 1.000e-02, eta: 6 days, 5:01:36, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.3591, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.3633, loss: 3.7224, grad_norm: 6.1527 2021-07-03 18:17:00,435 - mmaction - INFO - Epoch [18][1240/3757] lr: 1.000e-02, eta: 6 days, 5:01:13, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.4249, top1_acc: 0.4555, top5_acc: 0.6711, loss_cls: 2.4645, loss: 3.8895, grad_norm: 6.2644 2021-07-03 18:17:21,582 - mmaction - INFO - Epoch [18][1260/3757] lr: 1.000e-02, eta: 6 days, 5:00:49, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3968, top1_acc: 0.4570, top5_acc: 0.7047, loss_cls: 2.3977, loss: 3.7945, grad_norm: 6.0732 2021-07-03 18:17:43,517 - mmaction - INFO - Epoch [18][1280/3757] lr: 1.000e-02, eta: 6 days, 5:00:30, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.4080, top1_acc: 0.4391, top5_acc: 0.7023, loss_cls: 2.4760, loss: 3.8840, grad_norm: 6.4487 2021-07-03 18:18:05,224 - mmaction - INFO - Epoch [18][1300/3757] lr: 1.000e-02, eta: 6 days, 5:00:10, time: 1.087, data_time: 0.045, memory: 6921, loss_aux: 1.4378, top1_acc: 0.4344, top5_acc: 0.6633, loss_cls: 2.5410, loss: 3.9788, grad_norm: 6.3089 2021-07-03 18:18:26,780 - mmaction - INFO - Epoch [18][1320/3757] lr: 1.000e-02, eta: 6 days, 4:59:49, time: 1.076, data_time: 0.015, memory: 6921, loss_aux: 1.4324, top1_acc: 0.4375, top5_acc: 0.6703, loss_cls: 2.5671, loss: 3.9995, grad_norm: 6.4575 2021-07-03 18:18:48,822 - mmaction - INFO - Epoch [18][1340/3757] lr: 1.000e-02, eta: 6 days, 4:59:31, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.4181, top1_acc: 0.4477, top5_acc: 0.6789, loss_cls: 2.4773, loss: 3.8954, grad_norm: 6.3441 2021-07-03 18:19:10,334 - mmaction - INFO - Epoch [18][1360/3757] lr: 1.000e-02, eta: 6 days, 4:59:09, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.4297, top1_acc: 0.4562, top5_acc: 0.6906, loss_cls: 2.4828, loss: 3.9125, grad_norm: 6.5407 2021-07-03 18:19:32,201 - mmaction - INFO - Epoch [18][1380/3757] lr: 1.000e-02, eta: 6 days, 4:58:51, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.4364, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5483, loss: 3.9848, grad_norm: 6.5842 2021-07-03 18:19:53,963 - mmaction - INFO - Epoch [18][1400/3757] lr: 1.000e-02, eta: 6 days, 4:58:31, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.3877, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 2.3896, loss: 3.7773, grad_norm: 6.3354 2021-07-03 18:20:15,218 - mmaction - INFO - Epoch [18][1420/3757] lr: 1.000e-02, eta: 6 days, 4:58:08, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.4307, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.4876, loss: 3.9183, grad_norm: 6.3404 2021-07-03 18:20:36,667 - mmaction - INFO - Epoch [18][1440/3757] lr: 1.000e-02, eta: 6 days, 4:57:45, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3495, top1_acc: 0.4602, top5_acc: 0.6984, loss_cls: 2.3477, loss: 3.6972, grad_norm: 6.2674 2021-07-03 18:20:58,249 - mmaction - INFO - Epoch [18][1460/3757] lr: 1.000e-02, eta: 6 days, 4:57:24, time: 1.080, data_time: 0.010, memory: 6921, loss_aux: 1.4039, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.3961, loss: 3.8000, grad_norm: 6.2389 2021-07-03 18:21:19,619 - mmaction - INFO - Epoch [18][1480/3757] lr: 1.000e-02, eta: 6 days, 4:57:02, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.4544, top1_acc: 0.4227, top5_acc: 0.6852, loss_cls: 2.5563, loss: 4.0108, grad_norm: 6.5940 2021-07-03 18:21:41,577 - mmaction - INFO - Epoch [18][1500/3757] lr: 1.000e-02, eta: 6 days, 4:56:43, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.3939, top1_acc: 0.4469, top5_acc: 0.7102, loss_cls: 2.4241, loss: 3.8180, grad_norm: 6.3504 2021-07-03 18:22:02,812 - mmaction - INFO - Epoch [18][1520/3757] lr: 1.000e-02, eta: 6 days, 4:56:20, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3742, top1_acc: 0.4523, top5_acc: 0.7055, loss_cls: 2.3913, loss: 3.7656, grad_norm: 6.2384 2021-07-03 18:22:24,124 - mmaction - INFO - Epoch [18][1540/3757] lr: 1.000e-02, eta: 6 days, 4:55:56, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3867, top1_acc: 0.4453, top5_acc: 0.6773, loss_cls: 2.4869, loss: 3.8736, grad_norm: 6.4345 2021-07-03 18:22:46,017 - mmaction - INFO - Epoch [18][1560/3757] lr: 1.000e-02, eta: 6 days, 4:55:38, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.3891, top1_acc: 0.4492, top5_acc: 0.6781, loss_cls: 2.4477, loss: 3.8368, grad_norm: 6.3235 2021-07-03 18:23:07,621 - mmaction - INFO - Epoch [18][1580/3757] lr: 1.000e-02, eta: 6 days, 4:55:17, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 1.3654, top1_acc: 0.4562, top5_acc: 0.7070, loss_cls: 2.3523, loss: 3.7177, grad_norm: 6.3632 2021-07-03 18:23:29,250 - mmaction - INFO - Epoch [18][1600/3757] lr: 1.000e-02, eta: 6 days, 4:54:56, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3888, top1_acc: 0.4453, top5_acc: 0.6820, loss_cls: 2.4192, loss: 3.8080, grad_norm: 6.3039 2021-07-03 18:23:50,431 - mmaction - INFO - Epoch [18][1620/3757] lr: 1.000e-02, eta: 6 days, 4:54:32, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.4209, top1_acc: 0.4367, top5_acc: 0.6922, loss_cls: 2.4791, loss: 3.9000, grad_norm: 6.5058 2021-07-03 18:24:11,363 - mmaction - INFO - Epoch [18][1640/3757] lr: 1.000e-02, eta: 6 days, 4:54:06, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.4100, top1_acc: 0.4492, top5_acc: 0.7078, loss_cls: 2.4271, loss: 3.8371, grad_norm: 6.3635 2021-07-03 18:24:32,976 - mmaction - INFO - Epoch [18][1660/3757] lr: 1.000e-02, eta: 6 days, 4:53:45, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.3818, top1_acc: 0.4578, top5_acc: 0.7016, loss_cls: 2.3921, loss: 3.7739, grad_norm: 6.3369 2021-07-03 18:24:54,442 - mmaction - INFO - Epoch [18][1680/3757] lr: 1.000e-02, eta: 6 days, 4:53:23, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.4543, top1_acc: 0.4180, top5_acc: 0.6703, loss_cls: 2.5967, loss: 4.0509, grad_norm: 6.5130 2021-07-03 18:25:15,717 - mmaction - INFO - Epoch [18][1700/3757] lr: 1.000e-02, eta: 6 days, 4:52:59, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.4420, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.5662, loss: 4.0081, grad_norm: 6.4570 2021-07-03 18:25:37,388 - mmaction - INFO - Epoch [18][1720/3757] lr: 1.000e-02, eta: 6 days, 4:52:39, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.4370, top1_acc: 0.4352, top5_acc: 0.6883, loss_cls: 2.5180, loss: 3.9551, grad_norm: 6.4512 2021-07-03 18:25:58,447 - mmaction - INFO - Epoch [18][1740/3757] lr: 1.000e-02, eta: 6 days, 4:52:14, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.4192, top1_acc: 0.4398, top5_acc: 0.6813, loss_cls: 2.4854, loss: 3.9046, grad_norm: 6.3813 2021-07-03 18:26:20,161 - mmaction - INFO - Epoch [18][1760/3757] lr: 1.000e-02, eta: 6 days, 4:51:54, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.4228, top1_acc: 0.4672, top5_acc: 0.6805, loss_cls: 2.4571, loss: 3.8799, grad_norm: 6.5279 2021-07-03 18:26:41,265 - mmaction - INFO - Epoch [18][1780/3757] lr: 1.000e-02, eta: 6 days, 4:51:29, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4366, top1_acc: 0.4539, top5_acc: 0.6828, loss_cls: 2.4883, loss: 3.9248, grad_norm: 6.3813 2021-07-03 18:27:02,271 - mmaction - INFO - Epoch [18][1800/3757] lr: 1.000e-02, eta: 6 days, 4:51:04, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.4046, top1_acc: 0.4539, top5_acc: 0.6961, loss_cls: 2.4081, loss: 3.8127, grad_norm: 6.3671 2021-07-03 18:27:24,295 - mmaction - INFO - Epoch [18][1820/3757] lr: 1.000e-02, eta: 6 days, 4:50:46, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 1.4335, top1_acc: 0.4430, top5_acc: 0.6844, loss_cls: 2.4942, loss: 3.9277, grad_norm: 6.4869 2021-07-03 18:27:45,866 - mmaction - INFO - Epoch [18][1840/3757] lr: 1.000e-02, eta: 6 days, 4:50:25, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.3920, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.4561, loss: 3.8482, grad_norm: 6.4060 2021-07-03 18:28:08,715 - mmaction - INFO - Epoch [18][1860/3757] lr: 1.000e-02, eta: 6 days, 4:50:13, time: 1.143, data_time: 0.003, memory: 6921, loss_aux: 1.4212, top1_acc: 0.4211, top5_acc: 0.6805, loss_cls: 2.5104, loss: 3.9315, grad_norm: 6.5372 2021-07-03 18:28:29,863 - mmaction - INFO - Epoch [18][1880/3757] lr: 1.000e-02, eta: 6 days, 4:49:49, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.4289, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4953, loss: 3.9242, grad_norm: 6.2963 2021-07-03 18:28:51,253 - mmaction - INFO - Epoch [18][1900/3757] lr: 1.000e-02, eta: 6 days, 4:49:26, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3933, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.4968, loss: 3.8901, grad_norm: 6.3625 2021-07-03 18:29:12,550 - mmaction - INFO - Epoch [18][1920/3757] lr: 1.000e-02, eta: 6 days, 4:49:03, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3939, top1_acc: 0.4437, top5_acc: 0.6859, loss_cls: 2.4161, loss: 3.8100, grad_norm: 6.3475 2021-07-03 18:29:33,860 - mmaction - INFO - Epoch [18][1940/3757] lr: 1.000e-02, eta: 6 days, 4:48:40, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3925, top1_acc: 0.4570, top5_acc: 0.7063, loss_cls: 2.3912, loss: 3.7837, grad_norm: 6.4088 2021-07-03 18:29:55,234 - mmaction - INFO - Epoch [18][1960/3757] lr: 1.000e-02, eta: 6 days, 4:48:17, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.4148, top1_acc: 0.4547, top5_acc: 0.6781, loss_cls: 2.4703, loss: 3.8851, grad_norm: 6.4211 2021-07-03 18:30:16,254 - mmaction - INFO - Epoch [18][1980/3757] lr: 1.000e-02, eta: 6 days, 4:47:52, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4148, top1_acc: 0.4383, top5_acc: 0.6641, loss_cls: 2.5119, loss: 3.9267, grad_norm: 6.4196 2021-07-03 18:30:38,306 - mmaction - INFO - Epoch [18][2000/3757] lr: 1.000e-02, eta: 6 days, 4:47:34, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.4375, top1_acc: 0.4437, top5_acc: 0.6695, loss_cls: 2.5473, loss: 3.9848, grad_norm: 6.3325 2021-07-03 18:30:59,502 - mmaction - INFO - Epoch [18][2020/3757] lr: 1.000e-02, eta: 6 days, 4:47:10, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4359, top1_acc: 0.4461, top5_acc: 0.6930, loss_cls: 2.4828, loss: 3.9187, grad_norm: 6.6195 2021-07-03 18:31:21,571 - mmaction - INFO - Epoch [18][2040/3757] lr: 1.000e-02, eta: 6 days, 4:46:53, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.4502, top1_acc: 0.4437, top5_acc: 0.6648, loss_cls: 2.5539, loss: 4.0041, grad_norm: 6.4452 2021-07-03 18:31:42,593 - mmaction - INFO - Epoch [18][2060/3757] lr: 1.000e-02, eta: 6 days, 4:46:27, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.4268, top1_acc: 0.4406, top5_acc: 0.6906, loss_cls: 2.4674, loss: 3.8942, grad_norm: 6.3840 2021-07-03 18:32:04,703 - mmaction - INFO - Epoch [18][2080/3757] lr: 1.000e-02, eta: 6 days, 4:46:10, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.3991, top1_acc: 0.4281, top5_acc: 0.6859, loss_cls: 2.4341, loss: 3.8332, grad_norm: 6.2601 2021-07-03 18:32:26,302 - mmaction - INFO - Epoch [18][2100/3757] lr: 1.000e-02, eta: 6 days, 4:45:49, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.3810, top1_acc: 0.4461, top5_acc: 0.6859, loss_cls: 2.4264, loss: 3.8074, grad_norm: 6.4452 2021-07-03 18:32:47,343 - mmaction - INFO - Epoch [18][2120/3757] lr: 1.000e-02, eta: 6 days, 4:45:24, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.4029, top1_acc: 0.4422, top5_acc: 0.6828, loss_cls: 2.4305, loss: 3.8334, grad_norm: 6.4739 2021-07-03 18:33:08,422 - mmaction - INFO - Epoch [18][2140/3757] lr: 1.000e-02, eta: 6 days, 4:44:59, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.4098, top1_acc: 0.4500, top5_acc: 0.6766, loss_cls: 2.4747, loss: 3.8845, grad_norm: 6.2924 2021-07-03 18:33:29,599 - mmaction - INFO - Epoch [18][2160/3757] lr: 1.000e-02, eta: 6 days, 4:44:35, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.4021, top1_acc: 0.4555, top5_acc: 0.6969, loss_cls: 2.4313, loss: 3.8333, grad_norm: 6.4279 2021-07-03 18:33:51,169 - mmaction - INFO - Epoch [18][2180/3757] lr: 1.000e-02, eta: 6 days, 4:44:14, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.4220, top1_acc: 0.4289, top5_acc: 0.6813, loss_cls: 2.4817, loss: 3.9037, grad_norm: 6.5607 2021-07-03 18:34:12,572 - mmaction - INFO - Epoch [18][2200/3757] lr: 1.000e-02, eta: 6 days, 4:43:51, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.4223, top1_acc: 0.4430, top5_acc: 0.6766, loss_cls: 2.5193, loss: 3.9416, grad_norm: 6.2892 2021-07-03 18:34:34,426 - mmaction - INFO - Epoch [18][2220/3757] lr: 1.000e-02, eta: 6 days, 4:43:32, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.4429, top1_acc: 0.4391, top5_acc: 0.6781, loss_cls: 2.5179, loss: 3.9608, grad_norm: 6.4885 2021-07-03 18:34:55,382 - mmaction - INFO - Epoch [18][2240/3757] lr: 1.000e-02, eta: 6 days, 4:43:07, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3731, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.4402, loss: 3.8133, grad_norm: 6.0971 2021-07-03 18:35:16,452 - mmaction - INFO - Epoch [18][2260/3757] lr: 1.000e-02, eta: 6 days, 4:42:42, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.4396, top1_acc: 0.4320, top5_acc: 0.6852, loss_cls: 2.4999, loss: 3.9395, grad_norm: 6.4588 2021-07-03 18:35:37,704 - mmaction - INFO - Epoch [18][2280/3757] lr: 1.000e-02, eta: 6 days, 4:42:18, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4119, top1_acc: 0.4359, top5_acc: 0.6867, loss_cls: 2.4496, loss: 3.8616, grad_norm: 6.5654 2021-07-03 18:35:58,834 - mmaction - INFO - Epoch [18][2300/3757] lr: 1.000e-02, eta: 6 days, 4:41:54, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.4357, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4758, loss: 3.9115, grad_norm: 6.4360 2021-07-03 18:36:19,943 - mmaction - INFO - Epoch [18][2320/3757] lr: 1.000e-02, eta: 6 days, 4:41:29, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.4186, top1_acc: 0.4414, top5_acc: 0.6859, loss_cls: 2.5236, loss: 3.9422, grad_norm: 6.3897 2021-07-03 18:36:41,613 - mmaction - INFO - Epoch [18][2340/3757] lr: 1.000e-02, eta: 6 days, 4:41:08, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.4322, top1_acc: 0.4203, top5_acc: 0.6773, loss_cls: 2.4693, loss: 3.9016, grad_norm: 6.6938 2021-07-03 18:37:02,739 - mmaction - INFO - Epoch [18][2360/3757] lr: 1.000e-02, eta: 6 days, 4:40:44, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3556, top1_acc: 0.4547, top5_acc: 0.7094, loss_cls: 2.3808, loss: 3.7365, grad_norm: 6.3183 2021-07-03 18:37:23,797 - mmaction - INFO - Epoch [18][2380/3757] lr: 1.000e-02, eta: 6 days, 4:40:19, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.4618, top1_acc: 0.4227, top5_acc: 0.6797, loss_cls: 2.5777, loss: 4.0395, grad_norm: 6.6871 2021-07-03 18:37:44,976 - mmaction - INFO - Epoch [18][2400/3757] lr: 1.000e-02, eta: 6 days, 4:39:55, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4357, top1_acc: 0.4195, top5_acc: 0.6672, loss_cls: 2.5273, loss: 3.9630, grad_norm: 6.2982 2021-07-03 18:38:06,120 - mmaction - INFO - Epoch [18][2420/3757] lr: 1.000e-02, eta: 6 days, 4:39:30, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3869, top1_acc: 0.4578, top5_acc: 0.6836, loss_cls: 2.4414, loss: 3.8283, grad_norm: 6.2877 2021-07-03 18:38:27,070 - mmaction - INFO - Epoch [18][2440/3757] lr: 1.000e-02, eta: 6 days, 4:39:05, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.4626, top1_acc: 0.4258, top5_acc: 0.6633, loss_cls: 2.5428, loss: 4.0053, grad_norm: 6.4800 2021-07-03 18:38:48,475 - mmaction - INFO - Epoch [18][2460/3757] lr: 1.000e-02, eta: 6 days, 4:38:42, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.4194, top1_acc: 0.4461, top5_acc: 0.6906, loss_cls: 2.4911, loss: 3.9105, grad_norm: 6.5025 2021-07-03 18:39:09,761 - mmaction - INFO - Epoch [18][2480/3757] lr: 1.000e-02, eta: 6 days, 4:38:19, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.4060, top1_acc: 0.4680, top5_acc: 0.6992, loss_cls: 2.4480, loss: 3.8540, grad_norm: 6.3454 2021-07-03 18:39:30,944 - mmaction - INFO - Epoch [18][2500/3757] lr: 1.000e-02, eta: 6 days, 4:37:54, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.4235, top1_acc: 0.4484, top5_acc: 0.6875, loss_cls: 2.4640, loss: 3.8875, grad_norm: 6.3855 2021-07-03 18:39:52,577 - mmaction - INFO - Epoch [18][2520/3757] lr: 1.000e-02, eta: 6 days, 4:37:34, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.4441, top1_acc: 0.4328, top5_acc: 0.6789, loss_cls: 2.5385, loss: 3.9826, grad_norm: 6.6151 2021-07-03 18:40:13,713 - mmaction - INFO - Epoch [18][2540/3757] lr: 1.000e-02, eta: 6 days, 4:37:10, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4017, top1_acc: 0.4586, top5_acc: 0.6859, loss_cls: 2.4613, loss: 3.8629, grad_norm: 6.2394 2021-07-03 18:40:34,743 - mmaction - INFO - Epoch [18][2560/3757] lr: 1.000e-02, eta: 6 days, 4:36:44, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.4141, top1_acc: 0.4391, top5_acc: 0.6766, loss_cls: 2.4740, loss: 3.8881, grad_norm: 6.3096 2021-07-03 18:40:55,976 - mmaction - INFO - Epoch [18][2580/3757] lr: 1.000e-02, eta: 6 days, 4:36:21, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.4258, top1_acc: 0.4633, top5_acc: 0.6789, loss_cls: 2.4854, loss: 3.9112, grad_norm: 6.2680 2021-07-03 18:41:17,893 - mmaction - INFO - Epoch [18][2600/3757] lr: 1.000e-02, eta: 6 days, 4:36:02, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.3933, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4212, loss: 3.8145, grad_norm: 6.1491 2021-07-03 18:41:40,045 - mmaction - INFO - Epoch [18][2620/3757] lr: 1.000e-02, eta: 6 days, 4:35:45, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.3966, top1_acc: 0.4375, top5_acc: 0.7023, loss_cls: 2.4318, loss: 3.8284, grad_norm: 6.1630 2021-07-03 18:42:01,281 - mmaction - INFO - Epoch [18][2640/3757] lr: 1.000e-02, eta: 6 days, 4:35:22, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3798, top1_acc: 0.4500, top5_acc: 0.6883, loss_cls: 2.4351, loss: 3.8149, grad_norm: 6.1511 2021-07-03 18:42:22,226 - mmaction - INFO - Epoch [18][2660/3757] lr: 1.000e-02, eta: 6 days, 4:34:55, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.3806, top1_acc: 0.4617, top5_acc: 0.7125, loss_cls: 2.3797, loss: 3.7603, grad_norm: 6.2128 2021-07-03 18:42:43,375 - mmaction - INFO - Epoch [18][2680/3757] lr: 1.000e-02, eta: 6 days, 4:34:31, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3709, top1_acc: 0.4523, top5_acc: 0.7000, loss_cls: 2.3812, loss: 3.7520, grad_norm: 6.3122 2021-07-03 18:43:05,049 - mmaction - INFO - Epoch [18][2700/3757] lr: 1.000e-02, eta: 6 days, 4:34:11, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.4233, top1_acc: 0.4445, top5_acc: 0.6656, loss_cls: 2.4975, loss: 3.9208, grad_norm: 6.2928 2021-07-03 18:43:26,573 - mmaction - INFO - Epoch [18][2720/3757] lr: 1.000e-02, eta: 6 days, 4:33:49, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.4049, top1_acc: 0.4422, top5_acc: 0.6773, loss_cls: 2.4743, loss: 3.8792, grad_norm: 6.4629 2021-07-03 18:43:47,715 - mmaction - INFO - Epoch [18][2740/3757] lr: 1.000e-02, eta: 6 days, 4:33:25, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4028, top1_acc: 0.4547, top5_acc: 0.6797, loss_cls: 2.4392, loss: 3.8420, grad_norm: 6.3585 2021-07-03 18:44:08,765 - mmaction - INFO - Epoch [18][2760/3757] lr: 1.000e-02, eta: 6 days, 4:33:00, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4282, top1_acc: 0.4289, top5_acc: 0.6867, loss_cls: 2.5000, loss: 3.9282, grad_norm: 6.3443 2021-07-03 18:44:30,151 - mmaction - INFO - Epoch [18][2780/3757] lr: 1.000e-02, eta: 6 days, 4:32:37, time: 1.068, data_time: 0.025, memory: 6921, loss_aux: 1.4661, top1_acc: 0.4297, top5_acc: 0.6664, loss_cls: 2.5674, loss: 4.0335, grad_norm: 6.2684 2021-07-03 18:44:51,323 - mmaction - INFO - Epoch [18][2800/3757] lr: 1.000e-02, eta: 6 days, 4:32:13, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4071, top1_acc: 0.4461, top5_acc: 0.7031, loss_cls: 2.4266, loss: 3.8336, grad_norm: 6.1979 2021-07-03 18:45:12,579 - mmaction - INFO - Epoch [18][2820/3757] lr: 1.000e-02, eta: 6 days, 4:31:50, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3822, top1_acc: 0.4391, top5_acc: 0.6930, loss_cls: 2.4334, loss: 3.8156, grad_norm: 6.3427 2021-07-03 18:45:33,999 - mmaction - INFO - Epoch [18][2840/3757] lr: 1.000e-02, eta: 6 days, 4:31:27, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3672, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.3572, loss: 3.7244, grad_norm: 6.3655 2021-07-03 18:45:55,840 - mmaction - INFO - Epoch [18][2860/3757] lr: 1.000e-02, eta: 6 days, 4:31:08, time: 1.093, data_time: 0.007, memory: 6921, loss_aux: 1.3539, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.3554, loss: 3.7093, grad_norm: 6.3277 2021-07-03 18:46:17,035 - mmaction - INFO - Epoch [18][2880/3757] lr: 1.000e-02, eta: 6 days, 4:30:44, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.4131, top1_acc: 0.4484, top5_acc: 0.6875, loss_cls: 2.4627, loss: 3.8757, grad_norm: 6.1574 2021-07-03 18:46:38,713 - mmaction - INFO - Epoch [18][2900/3757] lr: 1.000e-02, eta: 6 days, 4:30:24, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 1.3950, top1_acc: 0.4570, top5_acc: 0.7000, loss_cls: 2.4153, loss: 3.8103, grad_norm: 6.3113 2021-07-03 18:47:00,699 - mmaction - INFO - Epoch [18][2920/3757] lr: 1.000e-02, eta: 6 days, 4:30:06, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.3940, top1_acc: 0.4547, top5_acc: 0.6945, loss_cls: 2.4772, loss: 3.8712, grad_norm: 6.3127 2021-07-03 18:47:21,797 - mmaction - INFO - Epoch [18][2940/3757] lr: 1.000e-02, eta: 6 days, 4:29:41, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.4063, top1_acc: 0.4570, top5_acc: 0.6852, loss_cls: 2.4208, loss: 3.8271, grad_norm: 6.2972 2021-07-03 18:47:43,740 - mmaction - INFO - Epoch [18][2960/3757] lr: 1.000e-02, eta: 6 days, 4:29:23, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.4161, top1_acc: 0.4406, top5_acc: 0.6820, loss_cls: 2.4816, loss: 3.8977, grad_norm: 6.3699 2021-07-03 18:48:04,920 - mmaction - INFO - Epoch [18][2980/3757] lr: 1.000e-02, eta: 6 days, 4:28:59, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.4049, top1_acc: 0.4641, top5_acc: 0.7047, loss_cls: 2.4268, loss: 3.8317, grad_norm: 6.4098 2021-07-03 18:48:26,015 - mmaction - INFO - Epoch [18][3000/3757] lr: 1.000e-02, eta: 6 days, 4:28:34, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4639, top1_acc: 0.4531, top5_acc: 0.6719, loss_cls: 2.5585, loss: 4.0225, grad_norm: 6.4409 2021-07-03 18:48:47,621 - mmaction - INFO - Epoch [18][3020/3757] lr: 1.000e-02, eta: 6 days, 4:28:13, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3804, top1_acc: 0.4398, top5_acc: 0.6969, loss_cls: 2.4398, loss: 3.8201, grad_norm: 6.4045 2021-07-03 18:49:09,217 - mmaction - INFO - Epoch [18][3040/3757] lr: 1.000e-02, eta: 6 days, 4:27:52, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.4044, top1_acc: 0.4375, top5_acc: 0.6961, loss_cls: 2.4595, loss: 3.8639, grad_norm: 6.4057 2021-07-03 18:49:30,732 - mmaction - INFO - Epoch [18][3060/3757] lr: 1.000e-02, eta: 6 days, 4:27:30, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.3708, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3973, loss: 3.7680, grad_norm: 6.3080 2021-07-03 18:49:53,481 - mmaction - INFO - Epoch [18][3080/3757] lr: 1.000e-02, eta: 6 days, 4:27:18, time: 1.139, data_time: 0.003, memory: 6921, loss_aux: 1.3973, top1_acc: 0.4461, top5_acc: 0.6891, loss_cls: 2.4902, loss: 3.8875, grad_norm: 6.4578 2021-07-03 18:50:14,316 - mmaction - INFO - Epoch [18][3100/3757] lr: 1.000e-02, eta: 6 days, 4:26:51, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.3962, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.4047, loss: 3.8009, grad_norm: 6.3780 2021-07-03 18:50:35,431 - mmaction - INFO - Epoch [18][3120/3757] lr: 1.000e-02, eta: 6 days, 4:26:27, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3842, top1_acc: 0.4500, top5_acc: 0.7055, loss_cls: 2.3789, loss: 3.7631, grad_norm: 6.3594 2021-07-03 18:50:56,474 - mmaction - INFO - Epoch [18][3140/3757] lr: 1.000e-02, eta: 6 days, 4:26:02, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.4383, top1_acc: 0.4211, top5_acc: 0.6672, loss_cls: 2.5296, loss: 3.9679, grad_norm: 6.2423 2021-07-03 18:51:17,817 - mmaction - INFO - Epoch [18][3160/3757] lr: 1.000e-02, eta: 6 days, 4:25:39, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3616, top1_acc: 0.4469, top5_acc: 0.7063, loss_cls: 2.3710, loss: 3.7326, grad_norm: 6.2546 2021-07-03 18:51:38,990 - mmaction - INFO - Epoch [18][3180/3757] lr: 1.000e-02, eta: 6 days, 4:25:15, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3979, top1_acc: 0.4688, top5_acc: 0.6867, loss_cls: 2.4281, loss: 3.8260, grad_norm: 6.3775 2021-07-03 18:52:00,849 - mmaction - INFO - Epoch [18][3200/3757] lr: 1.000e-02, eta: 6 days, 4:24:56, time: 1.091, data_time: 0.001, memory: 6921, loss_aux: 1.3898, top1_acc: 0.4445, top5_acc: 0.6813, loss_cls: 2.4418, loss: 3.8316, grad_norm: 6.3500 2021-07-03 18:52:22,011 - mmaction - INFO - Epoch [18][3220/3757] lr: 1.000e-02, eta: 6 days, 4:24:31, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4130, top1_acc: 0.4414, top5_acc: 0.6773, loss_cls: 2.4804, loss: 3.8934, grad_norm: 6.5468 2021-07-03 18:52:43,210 - mmaction - INFO - Epoch [18][3240/3757] lr: 1.000e-02, eta: 6 days, 4:24:07, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.4468, top1_acc: 0.4352, top5_acc: 0.6758, loss_cls: 2.5481, loss: 3.9949, grad_norm: 6.3992 2021-07-03 18:53:04,542 - mmaction - INFO - Epoch [18][3260/3757] lr: 1.000e-02, eta: 6 days, 4:23:45, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.4084, top1_acc: 0.4281, top5_acc: 0.7023, loss_cls: 2.4416, loss: 3.8500, grad_norm: 6.3619 2021-07-03 18:53:25,606 - mmaction - INFO - Epoch [18][3280/3757] lr: 1.000e-02, eta: 6 days, 4:23:20, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3788, top1_acc: 0.4695, top5_acc: 0.6922, loss_cls: 2.3748, loss: 3.7537, grad_norm: 6.4397 2021-07-03 18:53:47,471 - mmaction - INFO - Epoch [18][3300/3757] lr: 1.000e-02, eta: 6 days, 4:23:01, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.4063, top1_acc: 0.4531, top5_acc: 0.6820, loss_cls: 2.4534, loss: 3.8597, grad_norm: 6.3944 2021-07-03 18:54:08,702 - mmaction - INFO - Epoch [18][3320/3757] lr: 1.000e-02, eta: 6 days, 4:22:37, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4422, top1_acc: 0.4414, top5_acc: 0.6695, loss_cls: 2.5743, loss: 4.0165, grad_norm: 6.3187 2021-07-03 18:54:30,795 - mmaction - INFO - Epoch [18][3340/3757] lr: 1.000e-02, eta: 6 days, 4:22:20, time: 1.106, data_time: 0.054, memory: 6921, loss_aux: 1.4348, top1_acc: 0.4531, top5_acc: 0.6687, loss_cls: 2.5200, loss: 3.9548, grad_norm: 6.3780 2021-07-03 18:54:53,128 - mmaction - INFO - Epoch [18][3360/3757] lr: 1.000e-02, eta: 6 days, 4:22:04, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 1.4600, top1_acc: 0.4305, top5_acc: 0.6766, loss_cls: 2.5055, loss: 3.9655, grad_norm: 6.2997 2021-07-03 18:55:14,791 - mmaction - INFO - Epoch [18][3380/3757] lr: 1.000e-02, eta: 6 days, 4:21:44, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.4568, top1_acc: 0.4469, top5_acc: 0.6672, loss_cls: 2.5629, loss: 4.0197, grad_norm: 6.4464 2021-07-03 18:55:35,789 - mmaction - INFO - Epoch [18][3400/3757] lr: 1.000e-02, eta: 6 days, 4:21:18, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.4545, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4837, loss: 3.9383, grad_norm: 6.3562 2021-07-03 18:55:57,829 - mmaction - INFO - Epoch [18][3420/3757] lr: 1.000e-02, eta: 6 days, 4:21:00, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.4244, top1_acc: 0.4422, top5_acc: 0.6734, loss_cls: 2.4917, loss: 3.9161, grad_norm: 6.4635 2021-07-03 18:56:18,831 - mmaction - INFO - Epoch [18][3440/3757] lr: 1.000e-02, eta: 6 days, 4:20:35, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.4969, top1_acc: 0.4281, top5_acc: 0.6711, loss_cls: 2.5989, loss: 4.0959, grad_norm: 6.7418 2021-07-03 18:56:39,788 - mmaction - INFO - Epoch [18][3460/3757] lr: 1.000e-02, eta: 6 days, 4:20:09, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.4093, top1_acc: 0.4367, top5_acc: 0.6859, loss_cls: 2.5053, loss: 3.9145, grad_norm: 6.4300 2021-07-03 18:57:00,931 - mmaction - INFO - Epoch [18][3480/3757] lr: 1.000e-02, eta: 6 days, 4:19:45, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.4446, top1_acc: 0.4109, top5_acc: 0.6680, loss_cls: 2.5610, loss: 4.0056, grad_norm: 6.3824 2021-07-03 18:57:23,092 - mmaction - INFO - Epoch [18][3500/3757] lr: 1.000e-02, eta: 6 days, 4:19:28, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.3942, top1_acc: 0.4695, top5_acc: 0.6992, loss_cls: 2.4323, loss: 3.8265, grad_norm: 6.3688 2021-07-03 18:57:44,153 - mmaction - INFO - Epoch [18][3520/3757] lr: 1.000e-02, eta: 6 days, 4:19:03, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4279, top1_acc: 0.4531, top5_acc: 0.6867, loss_cls: 2.4934, loss: 3.9213, grad_norm: 6.4339 2021-07-03 18:58:05,446 - mmaction - INFO - Epoch [18][3540/3757] lr: 1.000e-02, eta: 6 days, 4:18:40, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3914, top1_acc: 0.4453, top5_acc: 0.6969, loss_cls: 2.4418, loss: 3.8332, grad_norm: 6.2485 2021-07-03 18:58:26,698 - mmaction - INFO - Epoch [18][3560/3757] lr: 1.000e-02, eta: 6 days, 4:18:17, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.4255, top1_acc: 0.4516, top5_acc: 0.6883, loss_cls: 2.4700, loss: 3.8954, grad_norm: 6.4031 2021-07-03 18:58:47,945 - mmaction - INFO - Epoch [18][3580/3757] lr: 1.000e-02, eta: 6 days, 4:17:53, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4233, top1_acc: 0.4273, top5_acc: 0.6641, loss_cls: 2.4955, loss: 3.9188, grad_norm: 6.3258 2021-07-03 18:59:10,218 - mmaction - INFO - Epoch [18][3600/3757] lr: 1.000e-02, eta: 6 days, 4:17:37, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.4463, top1_acc: 0.4297, top5_acc: 0.6656, loss_cls: 2.5412, loss: 3.9875, grad_norm: 6.3824 2021-07-03 18:59:31,802 - mmaction - INFO - Epoch [18][3620/3757] lr: 1.000e-02, eta: 6 days, 4:17:16, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.3856, top1_acc: 0.4453, top5_acc: 0.6844, loss_cls: 2.4197, loss: 3.8053, grad_norm: 6.5056 2021-07-03 18:59:53,228 - mmaction - INFO - Epoch [18][3640/3757] lr: 1.000e-02, eta: 6 days, 4:16:54, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.4082, top1_acc: 0.4422, top5_acc: 0.6883, loss_cls: 2.4820, loss: 3.8902, grad_norm: 6.4739 2021-07-03 19:00:14,445 - mmaction - INFO - Epoch [18][3660/3757] lr: 1.000e-02, eta: 6 days, 4:16:30, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.4120, top1_acc: 0.4445, top5_acc: 0.6914, loss_cls: 2.4843, loss: 3.8964, grad_norm: 6.3753 2021-07-03 19:00:35,835 - mmaction - INFO - Epoch [18][3680/3757] lr: 1.000e-02, eta: 6 days, 4:16:08, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.3844, top1_acc: 0.4508, top5_acc: 0.7148, loss_cls: 2.3696, loss: 3.7540, grad_norm: 6.5499 2021-07-03 19:00:57,208 - mmaction - INFO - Epoch [18][3700/3757] lr: 1.000e-02, eta: 6 days, 4:15:45, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.4124, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.4728, loss: 3.8853, grad_norm: 6.3772 2021-07-03 19:01:18,654 - mmaction - INFO - Epoch [18][3720/3757] lr: 1.000e-02, eta: 6 days, 4:15:23, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.4248, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.4845, loss: 3.9092, grad_norm: 6.5083 2021-07-03 19:01:41,137 - mmaction - INFO - Epoch [18][3740/3757] lr: 1.000e-02, eta: 6 days, 4:15:08, time: 1.124, data_time: 0.001, memory: 6921, loss_aux: 1.4278, top1_acc: 0.4414, top5_acc: 0.6672, loss_cls: 2.4629, loss: 3.8907, grad_norm: 6.3486 2021-07-03 19:01:59,597 - mmaction - INFO - Saving checkpoint at 18 epochs 2021-07-03 19:03:02,883 - mmaction - INFO - Epoch [19][20/3757] lr: 1.000e-02, eta: 6 days, 4:17:09, time: 3.085, data_time: 2.067, memory: 6921, loss_aux: 1.3883, top1_acc: 0.4477, top5_acc: 0.6922, loss_cls: 2.4461, loss: 3.8344, grad_norm: 6.2173 2021-07-03 19:03:23,773 - mmaction - INFO - Epoch [19][40/3757] lr: 1.000e-02, eta: 6 days, 4:16:43, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3967, top1_acc: 0.4672, top5_acc: 0.6930, loss_cls: 2.4384, loss: 3.8351, grad_norm: 6.1606 2021-07-03 19:03:44,870 - mmaction - INFO - Epoch [19][60/3757] lr: 1.000e-02, eta: 6 days, 4:16:18, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.4046, top1_acc: 0.4281, top5_acc: 0.6883, loss_cls: 2.5138, loss: 3.9185, grad_norm: 6.4308 2021-07-03 19:04:06,765 - mmaction - INFO - Epoch [19][80/3757] lr: 1.000e-02, eta: 6 days, 4:15:59, time: 1.095, data_time: 0.014, memory: 6921, loss_aux: 1.4059, top1_acc: 0.4492, top5_acc: 0.6828, loss_cls: 2.4386, loss: 3.8444, grad_norm: 6.3208 2021-07-03 19:04:28,641 - mmaction - INFO - Epoch [19][100/3757] lr: 1.000e-02, eta: 6 days, 4:15:40, time: 1.094, data_time: 0.063, memory: 6921, loss_aux: 1.3973, top1_acc: 0.4336, top5_acc: 0.6906, loss_cls: 2.4354, loss: 3.8327, grad_norm: 6.2964 2021-07-03 19:04:50,739 - mmaction - INFO - Epoch [19][120/3757] lr: 1.000e-02, eta: 6 days, 4:15:23, time: 1.105, data_time: 0.081, memory: 6921, loss_aux: 1.3617, top1_acc: 0.4695, top5_acc: 0.6969, loss_cls: 2.3802, loss: 3.7419, grad_norm: 6.2746 2021-07-03 19:05:11,760 - mmaction - INFO - Epoch [19][140/3757] lr: 1.000e-02, eta: 6 days, 4:14:58, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3897, top1_acc: 0.4703, top5_acc: 0.6969, loss_cls: 2.4119, loss: 3.8016, grad_norm: 6.3873 2021-07-03 19:05:32,970 - mmaction - INFO - Epoch [19][160/3757] lr: 1.000e-02, eta: 6 days, 4:14:34, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.3940, top1_acc: 0.4320, top5_acc: 0.6906, loss_cls: 2.4191, loss: 3.8131, grad_norm: 6.4310 2021-07-03 19:05:54,096 - mmaction - INFO - Epoch [19][180/3757] lr: 1.000e-02, eta: 6 days, 4:14:09, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3717, top1_acc: 0.4562, top5_acc: 0.7273, loss_cls: 2.3452, loss: 3.7170, grad_norm: 6.3611 2021-07-03 19:06:15,668 - mmaction - INFO - Epoch [19][200/3757] lr: 1.000e-02, eta: 6 days, 4:13:48, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.4110, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.4847, loss: 3.8956, grad_norm: 6.3853 2021-07-03 19:06:36,840 - mmaction - INFO - Epoch [19][220/3757] lr: 1.000e-02, eta: 6 days, 4:13:24, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4344, top1_acc: 0.4414, top5_acc: 0.6852, loss_cls: 2.4839, loss: 3.9183, grad_norm: 6.2865 2021-07-03 19:06:58,026 - mmaction - INFO - Epoch [19][240/3757] lr: 1.000e-02, eta: 6 days, 4:13:00, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4064, top1_acc: 0.4547, top5_acc: 0.6781, loss_cls: 2.4822, loss: 3.8886, grad_norm: 6.3776 2021-07-03 19:07:19,576 - mmaction - INFO - Epoch [19][260/3757] lr: 1.000e-02, eta: 6 days, 4:12:38, time: 1.076, data_time: 0.029, memory: 6921, loss_aux: 1.4016, top1_acc: 0.4437, top5_acc: 0.6992, loss_cls: 2.4169, loss: 3.8185, grad_norm: 6.4631 2021-07-03 19:07:41,633 - mmaction - INFO - Epoch [19][280/3757] lr: 1.000e-02, eta: 6 days, 4:12:21, time: 1.104, data_time: 0.005, memory: 6921, loss_aux: 1.4195, top1_acc: 0.4539, top5_acc: 0.6875, loss_cls: 2.4640, loss: 3.8835, grad_norm: 6.3235 2021-07-03 19:08:02,491 - mmaction - INFO - Epoch [19][300/3757] lr: 1.000e-02, eta: 6 days, 4:11:55, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.3920, top1_acc: 0.4398, top5_acc: 0.6867, loss_cls: 2.4663, loss: 3.8583, grad_norm: 6.4594 2021-07-03 19:08:24,056 - mmaction - INFO - Epoch [19][320/3757] lr: 1.000e-02, eta: 6 days, 4:11:33, time: 1.076, data_time: 0.033, memory: 6921, loss_aux: 1.4035, top1_acc: 0.4547, top5_acc: 0.6828, loss_cls: 2.4779, loss: 3.8814, grad_norm: 6.4113 2021-07-03 19:08:45,034 - mmaction - INFO - Epoch [19][340/3757] lr: 1.000e-02, eta: 6 days, 4:11:08, time: 1.049, data_time: 0.008, memory: 6921, loss_aux: 1.4051, top1_acc: 0.4445, top5_acc: 0.6695, loss_cls: 2.4752, loss: 3.8804, grad_norm: 6.5079 2021-07-03 19:09:06,238 - mmaction - INFO - Epoch [19][360/3757] lr: 1.000e-02, eta: 6 days, 4:10:44, time: 1.060, data_time: 0.017, memory: 6921, loss_aux: 1.4741, top1_acc: 0.4195, top5_acc: 0.6641, loss_cls: 2.5613, loss: 4.0355, grad_norm: 6.4152 2021-07-03 19:09:27,245 - mmaction - INFO - Epoch [19][380/3757] lr: 1.000e-02, eta: 6 days, 4:10:18, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3916, top1_acc: 0.4469, top5_acc: 0.7008, loss_cls: 2.3984, loss: 3.7900, grad_norm: 6.4155 2021-07-03 19:09:49,183 - mmaction - INFO - Epoch [19][400/3757] lr: 1.000e-02, eta: 6 days, 4:10:00, time: 1.097, data_time: 0.001, memory: 6921, loss_aux: 1.3570, top1_acc: 0.4656, top5_acc: 0.7164, loss_cls: 2.2977, loss: 3.6547, grad_norm: 6.3048 2021-07-03 19:10:10,453 - mmaction - INFO - Epoch [19][420/3757] lr: 1.000e-02, eta: 6 days, 4:09:36, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3575, top1_acc: 0.4883, top5_acc: 0.6953, loss_cls: 2.3706, loss: 3.7281, grad_norm: 6.3415 2021-07-03 19:10:31,899 - mmaction - INFO - Epoch [19][440/3757] lr: 1.000e-02, eta: 6 days, 4:09:14, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.4226, top1_acc: 0.4430, top5_acc: 0.6805, loss_cls: 2.4845, loss: 3.9071, grad_norm: 6.5757 2021-07-03 19:10:53,122 - mmaction - INFO - Epoch [19][460/3757] lr: 1.000e-02, eta: 6 days, 4:08:50, time: 1.062, data_time: 0.007, memory: 6921, loss_aux: 1.3337, top1_acc: 0.4695, top5_acc: 0.7164, loss_cls: 2.3305, loss: 3.6642, grad_norm: 6.0944 2021-07-03 19:11:14,915 - mmaction - INFO - Epoch [19][480/3757] lr: 1.000e-02, eta: 6 days, 4:08:31, time: 1.089, data_time: 0.044, memory: 6921, loss_aux: 1.3983, top1_acc: 0.4523, top5_acc: 0.7102, loss_cls: 2.4077, loss: 3.8060, grad_norm: 6.2725 2021-07-03 19:11:35,829 - mmaction - INFO - Epoch [19][500/3757] lr: 1.000e-02, eta: 6 days, 4:08:05, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 1.4258, top1_acc: 0.4508, top5_acc: 0.6805, loss_cls: 2.4597, loss: 3.8855, grad_norm: 6.4142 2021-07-03 19:11:57,899 - mmaction - INFO - Epoch [19][520/3757] lr: 1.000e-02, eta: 6 days, 4:07:47, time: 1.103, data_time: 0.051, memory: 6921, loss_aux: 1.3599, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.3441, loss: 3.7040, grad_norm: 6.4292 2021-07-03 19:12:19,023 - mmaction - INFO - Epoch [19][540/3757] lr: 1.000e-02, eta: 6 days, 4:07:23, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4310, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.4979, loss: 3.9289, grad_norm: 6.3467 2021-07-03 19:12:40,261 - mmaction - INFO - Epoch [19][560/3757] lr: 1.000e-02, eta: 6 days, 4:06:59, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3995, top1_acc: 0.4367, top5_acc: 0.6859, loss_cls: 2.4778, loss: 3.8773, grad_norm: 6.5518 2021-07-03 19:13:01,460 - mmaction - INFO - Epoch [19][580/3757] lr: 1.000e-02, eta: 6 days, 4:06:35, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.4192, top1_acc: 0.4398, top5_acc: 0.6719, loss_cls: 2.4952, loss: 3.9144, grad_norm: 6.4437 2021-07-03 19:13:22,771 - mmaction - INFO - Epoch [19][600/3757] lr: 1.000e-02, eta: 6 days, 4:06:12, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4294, top1_acc: 0.4500, top5_acc: 0.6813, loss_cls: 2.5054, loss: 3.9348, grad_norm: 6.1949 2021-07-03 19:13:44,064 - mmaction - INFO - Epoch [19][620/3757] lr: 1.000e-02, eta: 6 days, 4:05:49, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.3573, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.3497, loss: 3.7070, grad_norm: 6.3717 2021-07-03 19:14:05,715 - mmaction - INFO - Epoch [19][640/3757] lr: 1.000e-02, eta: 6 days, 4:05:28, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.3925, top1_acc: 0.4625, top5_acc: 0.6953, loss_cls: 2.4318, loss: 3.8243, grad_norm: 6.3694 2021-07-03 19:14:26,749 - mmaction - INFO - Epoch [19][660/3757] lr: 1.000e-02, eta: 6 days, 4:05:03, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3775, top1_acc: 0.4828, top5_acc: 0.7078, loss_cls: 2.3671, loss: 3.7447, grad_norm: 6.4369 2021-07-03 19:14:48,008 - mmaction - INFO - Epoch [19][680/3757] lr: 1.000e-02, eta: 6 days, 4:04:40, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.4292, top1_acc: 0.4242, top5_acc: 0.6867, loss_cls: 2.5143, loss: 3.9435, grad_norm: 6.6773 2021-07-03 19:15:08,908 - mmaction - INFO - Epoch [19][700/3757] lr: 1.000e-02, eta: 6 days, 4:04:14, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.3660, top1_acc: 0.4680, top5_acc: 0.6891, loss_cls: 2.3972, loss: 3.7632, grad_norm: 6.1002 2021-07-03 19:15:30,956 - mmaction - INFO - Epoch [19][720/3757] lr: 1.000e-02, eta: 6 days, 4:03:56, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 1.4172, top1_acc: 0.4531, top5_acc: 0.6859, loss_cls: 2.4605, loss: 3.8777, grad_norm: 6.3491 2021-07-03 19:15:52,195 - mmaction - INFO - Epoch [19][740/3757] lr: 1.000e-02, eta: 6 days, 4:03:32, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3804, top1_acc: 0.4516, top5_acc: 0.6891, loss_cls: 2.4023, loss: 3.7827, grad_norm: 6.4326 2021-07-03 19:16:13,298 - mmaction - INFO - Epoch [19][760/3757] lr: 1.000e-02, eta: 6 days, 4:03:07, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.3595, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.3337, loss: 3.6932, grad_norm: 6.4417 2021-07-03 19:16:34,669 - mmaction - INFO - Epoch [19][780/3757] lr: 1.000e-02, eta: 6 days, 4:02:45, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.4205, top1_acc: 0.4617, top5_acc: 0.6898, loss_cls: 2.4218, loss: 3.8423, grad_norm: 6.4545 2021-07-03 19:16:55,785 - mmaction - INFO - Epoch [19][800/3757] lr: 1.000e-02, eta: 6 days, 4:02:20, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4087, top1_acc: 0.4570, top5_acc: 0.6937, loss_cls: 2.4707, loss: 3.8794, grad_norm: 6.4659 2021-07-03 19:17:17,110 - mmaction - INFO - Epoch [19][820/3757] lr: 1.000e-02, eta: 6 days, 4:01:57, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.4194, top1_acc: 0.4492, top5_acc: 0.6945, loss_cls: 2.5157, loss: 3.9351, grad_norm: 6.4640 2021-07-03 19:17:38,723 - mmaction - INFO - Epoch [19][840/3757] lr: 1.000e-02, eta: 6 days, 4:01:36, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3994, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4399, loss: 3.8394, grad_norm: 6.3556 2021-07-03 19:18:00,032 - mmaction - INFO - Epoch [19][860/3757] lr: 1.000e-02, eta: 6 days, 4:01:13, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3889, top1_acc: 0.4406, top5_acc: 0.7031, loss_cls: 2.4299, loss: 3.8188, grad_norm: 6.3507 2021-07-03 19:18:21,164 - mmaction - INFO - Epoch [19][880/3757] lr: 1.000e-02, eta: 6 days, 4:00:49, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4100, top1_acc: 0.4477, top5_acc: 0.6867, loss_cls: 2.4702, loss: 3.8803, grad_norm: 6.4526 2021-07-03 19:18:42,353 - mmaction - INFO - Epoch [19][900/3757] lr: 1.000e-02, eta: 6 days, 4:00:25, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3665, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.3717, loss: 3.7382, grad_norm: 6.0737 2021-07-03 19:19:03,567 - mmaction - INFO - Epoch [19][920/3757] lr: 1.000e-02, eta: 6 days, 4:00:01, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4317, top1_acc: 0.4406, top5_acc: 0.6633, loss_cls: 2.5093, loss: 3.9411, grad_norm: 6.3332 2021-07-03 19:19:25,050 - mmaction - INFO - Epoch [19][940/3757] lr: 1.000e-02, eta: 6 days, 3:59:39, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.4289, top1_acc: 0.4523, top5_acc: 0.7000, loss_cls: 2.4366, loss: 3.8655, grad_norm: 6.5085 2021-07-03 19:19:46,265 - mmaction - INFO - Epoch [19][960/3757] lr: 1.000e-02, eta: 6 days, 3:59:16, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3530, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3429, loss: 3.6959, grad_norm: 6.3735 2021-07-03 19:20:07,464 - mmaction - INFO - Epoch [19][980/3757] lr: 1.000e-02, eta: 6 days, 3:58:52, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4363, top1_acc: 0.4305, top5_acc: 0.6719, loss_cls: 2.5391, loss: 3.9754, grad_norm: 6.4680 2021-07-03 19:20:29,572 - mmaction - INFO - Epoch [19][1000/3757] lr: 1.000e-02, eta: 6 days, 3:58:35, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.3585, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3605, loss: 3.7191, grad_norm: 6.3062 2021-07-03 19:20:50,644 - mmaction - INFO - Epoch [19][1020/3757] lr: 1.000e-02, eta: 6 days, 3:58:10, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.3674, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3832, loss: 3.7506, grad_norm: 6.3213 2021-07-03 19:21:12,149 - mmaction - INFO - Epoch [19][1040/3757] lr: 1.000e-02, eta: 6 days, 3:57:48, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.3893, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.4507, loss: 3.8400, grad_norm: 6.4932 2021-07-03 19:21:33,374 - mmaction - INFO - Epoch [19][1060/3757] lr: 1.000e-02, eta: 6 days, 3:57:24, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4208, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.4850, loss: 3.9058, grad_norm: 6.4770 2021-07-03 19:21:54,713 - mmaction - INFO - Epoch [19][1080/3757] lr: 1.000e-02, eta: 6 days, 3:57:01, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.4017, top1_acc: 0.4508, top5_acc: 0.6844, loss_cls: 2.4633, loss: 3.8650, grad_norm: 6.4054 2021-07-03 19:22:16,174 - mmaction - INFO - Epoch [19][1100/3757] lr: 1.000e-02, eta: 6 days, 3:56:39, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.4176, top1_acc: 0.4297, top5_acc: 0.6742, loss_cls: 2.5427, loss: 3.9602, grad_norm: 6.3388 2021-07-03 19:22:37,234 - mmaction - INFO - Epoch [19][1120/3757] lr: 1.000e-02, eta: 6 days, 3:56:14, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4265, top1_acc: 0.4391, top5_acc: 0.6945, loss_cls: 2.5047, loss: 3.9313, grad_norm: 6.3880 2021-07-03 19:22:58,472 - mmaction - INFO - Epoch [19][1140/3757] lr: 1.000e-02, eta: 6 days, 3:55:51, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.4065, top1_acc: 0.4172, top5_acc: 0.6648, loss_cls: 2.5163, loss: 3.9228, grad_norm: 6.4410 2021-07-03 19:23:19,616 - mmaction - INFO - Epoch [19][1160/3757] lr: 1.000e-02, eta: 6 days, 3:55:26, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3947, top1_acc: 0.4594, top5_acc: 0.6867, loss_cls: 2.4214, loss: 3.8160, grad_norm: 6.3118 2021-07-03 19:23:41,884 - mmaction - INFO - Epoch [19][1180/3757] lr: 1.000e-02, eta: 6 days, 3:55:10, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.4579, top1_acc: 0.4219, top5_acc: 0.6680, loss_cls: 2.5789, loss: 4.0368, grad_norm: 6.3794 2021-07-03 19:24:03,194 - mmaction - INFO - Epoch [19][1200/3757] lr: 1.000e-02, eta: 6 days, 3:54:47, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3634, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.3791, loss: 3.7425, grad_norm: 6.2896 2021-07-03 19:24:24,426 - mmaction - INFO - Epoch [19][1220/3757] lr: 1.000e-02, eta: 6 days, 3:54:24, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3872, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4345, loss: 3.8217, grad_norm: 6.4682 2021-07-03 19:24:45,558 - mmaction - INFO - Epoch [19][1240/3757] lr: 1.000e-02, eta: 6 days, 3:53:59, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3790, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3664, loss: 3.7455, grad_norm: 6.4239 2021-07-03 19:25:06,671 - mmaction - INFO - Epoch [19][1260/3757] lr: 1.000e-02, eta: 6 days, 3:53:35, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3852, top1_acc: 0.4445, top5_acc: 0.6914, loss_cls: 2.4343, loss: 3.8195, grad_norm: 6.4893 2021-07-03 19:25:27,942 - mmaction - INFO - Epoch [19][1280/3757] lr: 1.000e-02, eta: 6 days, 3:53:11, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3941, top1_acc: 0.4445, top5_acc: 0.6969, loss_cls: 2.4309, loss: 3.8250, grad_norm: 6.3205 2021-07-03 19:25:49,074 - mmaction - INFO - Epoch [19][1300/3757] lr: 1.000e-02, eta: 6 days, 3:52:47, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3716, top1_acc: 0.4594, top5_acc: 0.6977, loss_cls: 2.3950, loss: 3.7667, grad_norm: 6.1682 2021-07-03 19:26:10,596 - mmaction - INFO - Epoch [19][1320/3757] lr: 1.000e-02, eta: 6 days, 3:52:25, time: 1.075, data_time: 0.024, memory: 6921, loss_aux: 1.3896, top1_acc: 0.4484, top5_acc: 0.6961, loss_cls: 2.4116, loss: 3.8012, grad_norm: 6.3706 2021-07-03 19:26:32,277 - mmaction - INFO - Epoch [19][1340/3757] lr: 1.000e-02, eta: 6 days, 3:52:05, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.4102, top1_acc: 0.4539, top5_acc: 0.6844, loss_cls: 2.4573, loss: 3.8675, grad_norm: 6.4642 2021-07-03 19:26:53,838 - mmaction - INFO - Epoch [19][1360/3757] lr: 1.000e-02, eta: 6 days, 3:51:44, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.4312, top1_acc: 0.4359, top5_acc: 0.6859, loss_cls: 2.4969, loss: 3.9280, grad_norm: 6.5325 2021-07-03 19:27:15,132 - mmaction - INFO - Epoch [19][1380/3757] lr: 1.000e-02, eta: 6 days, 3:51:21, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.4302, top1_acc: 0.4414, top5_acc: 0.6977, loss_cls: 2.4599, loss: 3.8901, grad_norm: 6.5646 2021-07-03 19:27:36,198 - mmaction - INFO - Epoch [19][1400/3757] lr: 1.000e-02, eta: 6 days, 3:50:56, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3914, top1_acc: 0.4320, top5_acc: 0.7000, loss_cls: 2.5016, loss: 3.8930, grad_norm: 6.5830 2021-07-03 19:27:57,112 - mmaction - INFO - Epoch [19][1420/3757] lr: 1.000e-02, eta: 6 days, 3:50:30, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.4171, top1_acc: 0.4469, top5_acc: 0.6922, loss_cls: 2.4263, loss: 3.8434, grad_norm: 6.3600 2021-07-03 19:28:18,218 - mmaction - INFO - Epoch [19][1440/3757] lr: 1.000e-02, eta: 6 days, 3:50:05, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.4502, top1_acc: 0.4273, top5_acc: 0.6656, loss_cls: 2.5729, loss: 4.0231, grad_norm: 6.6243 2021-07-03 19:28:40,080 - mmaction - INFO - Epoch [19][1460/3757] lr: 1.000e-02, eta: 6 days, 3:49:46, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.4005, top1_acc: 0.4547, top5_acc: 0.6797, loss_cls: 2.4556, loss: 3.8561, grad_norm: 6.4224 2021-07-03 19:29:01,224 - mmaction - INFO - Epoch [19][1480/3757] lr: 1.000e-02, eta: 6 days, 3:49:22, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4306, top1_acc: 0.4383, top5_acc: 0.6867, loss_cls: 2.5000, loss: 3.9305, grad_norm: 6.6578 2021-07-03 19:29:22,663 - mmaction - INFO - Epoch [19][1500/3757] lr: 1.000e-02, eta: 6 days, 3:49:00, time: 1.074, data_time: 0.006, memory: 6921, loss_aux: 1.4014, top1_acc: 0.4375, top5_acc: 0.6734, loss_cls: 2.5080, loss: 3.9094, grad_norm: 6.5774 2021-07-03 19:29:44,430 - mmaction - INFO - Epoch [19][1520/3757] lr: 1.000e-02, eta: 6 days, 3:48:40, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.4471, top1_acc: 0.4445, top5_acc: 0.6727, loss_cls: 2.5236, loss: 3.9706, grad_norm: 6.3295 2021-07-03 19:30:05,470 - mmaction - INFO - Epoch [19][1540/3757] lr: 1.000e-02, eta: 6 days, 3:48:15, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.4342, top1_acc: 0.4305, top5_acc: 0.6703, loss_cls: 2.5389, loss: 3.9731, grad_norm: 6.5334 2021-07-03 19:30:26,748 - mmaction - INFO - Epoch [19][1560/3757] lr: 1.000e-02, eta: 6 days, 3:47:51, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3699, top1_acc: 0.4555, top5_acc: 0.7195, loss_cls: 2.3834, loss: 3.7533, grad_norm: 6.2080 2021-07-03 19:30:48,187 - mmaction - INFO - Epoch [19][1580/3757] lr: 1.000e-02, eta: 6 days, 3:47:29, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3638, top1_acc: 0.4648, top5_acc: 0.7172, loss_cls: 2.3431, loss: 3.7068, grad_norm: 6.3355 2021-07-03 19:31:10,188 - mmaction - INFO - Epoch [19][1600/3757] lr: 1.000e-02, eta: 6 days, 3:47:11, time: 1.101, data_time: 0.016, memory: 6921, loss_aux: 1.4148, top1_acc: 0.4445, top5_acc: 0.6961, loss_cls: 2.4349, loss: 3.8496, grad_norm: 6.4158 2021-07-03 19:31:32,223 - mmaction - INFO - Epoch [19][1620/3757] lr: 1.000e-02, eta: 6 days, 3:46:54, time: 1.103, data_time: 0.014, memory: 6921, loss_aux: 1.3742, top1_acc: 0.4492, top5_acc: 0.6922, loss_cls: 2.3864, loss: 3.7606, grad_norm: 6.3360 2021-07-03 19:31:53,290 - mmaction - INFO - Epoch [19][1640/3757] lr: 1.000e-02, eta: 6 days, 3:46:29, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.4451, top1_acc: 0.4273, top5_acc: 0.6930, loss_cls: 2.4923, loss: 3.9374, grad_norm: 6.3673 2021-07-03 19:32:14,611 - mmaction - INFO - Epoch [19][1660/3757] lr: 1.000e-02, eta: 6 days, 3:46:06, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.4305, top1_acc: 0.4602, top5_acc: 0.6883, loss_cls: 2.5007, loss: 3.9312, grad_norm: 6.5189 2021-07-03 19:32:35,877 - mmaction - INFO - Epoch [19][1680/3757] lr: 1.000e-02, eta: 6 days, 3:45:42, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.4226, top1_acc: 0.4453, top5_acc: 0.6867, loss_cls: 2.4830, loss: 3.9056, grad_norm: 6.2424 2021-07-03 19:32:57,200 - mmaction - INFO - Epoch [19][1700/3757] lr: 1.000e-02, eta: 6 days, 3:45:19, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.4285, top1_acc: 0.4477, top5_acc: 0.6813, loss_cls: 2.4912, loss: 3.9197, grad_norm: 6.3696 2021-07-03 19:33:18,392 - mmaction - INFO - Epoch [19][1720/3757] lr: 1.000e-02, eta: 6 days, 3:44:55, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4090, top1_acc: 0.4500, top5_acc: 0.6930, loss_cls: 2.4673, loss: 3.8764, grad_norm: 6.4276 2021-07-03 19:33:39,816 - mmaction - INFO - Epoch [19][1740/3757] lr: 1.000e-02, eta: 6 days, 3:44:33, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.4112, top1_acc: 0.4492, top5_acc: 0.6859, loss_cls: 2.4699, loss: 3.8811, grad_norm: 6.2531 2021-07-03 19:34:01,643 - mmaction - INFO - Epoch [19][1760/3757] lr: 1.000e-02, eta: 6 days, 3:44:14, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 1.4236, top1_acc: 0.4422, top5_acc: 0.6891, loss_cls: 2.4918, loss: 3.9154, grad_norm: 6.4616 2021-07-03 19:34:22,554 - mmaction - INFO - Epoch [19][1780/3757] lr: 1.000e-02, eta: 6 days, 3:43:48, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.4333, top1_acc: 0.4266, top5_acc: 0.6672, loss_cls: 2.5225, loss: 3.9557, grad_norm: 6.5158 2021-07-03 19:34:43,619 - mmaction - INFO - Epoch [19][1800/3757] lr: 1.000e-02, eta: 6 days, 3:43:23, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3846, top1_acc: 0.4578, top5_acc: 0.7117, loss_cls: 2.4097, loss: 3.7942, grad_norm: 6.3238 2021-07-03 19:35:05,285 - mmaction - INFO - Epoch [19][1820/3757] lr: 1.000e-02, eta: 6 days, 3:43:02, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.4377, top1_acc: 0.4469, top5_acc: 0.6727, loss_cls: 2.5145, loss: 3.9522, grad_norm: 6.4549 2021-07-03 19:35:26,604 - mmaction - INFO - Epoch [19][1840/3757] lr: 1.000e-02, eta: 6 days, 3:42:40, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3895, top1_acc: 0.4547, top5_acc: 0.6906, loss_cls: 2.4592, loss: 3.8488, grad_norm: 6.3387 2021-07-03 19:35:47,931 - mmaction - INFO - Epoch [19][1860/3757] lr: 1.000e-02, eta: 6 days, 3:42:17, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3907, top1_acc: 0.4594, top5_acc: 0.6937, loss_cls: 2.4027, loss: 3.7934, grad_norm: 6.2204 2021-07-03 19:36:09,000 - mmaction - INFO - Epoch [19][1880/3757] lr: 1.000e-02, eta: 6 days, 3:41:52, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3996, top1_acc: 0.4453, top5_acc: 0.7031, loss_cls: 2.4315, loss: 3.8311, grad_norm: 6.5256 2021-07-03 19:36:29,933 - mmaction - INFO - Epoch [19][1900/3757] lr: 1.000e-02, eta: 6 days, 3:41:26, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3721, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3429, loss: 3.7151, grad_norm: 6.2421 2021-07-03 19:36:51,729 - mmaction - INFO - Epoch [19][1920/3757] lr: 1.000e-02, eta: 6 days, 3:41:07, time: 1.091, data_time: 0.013, memory: 6921, loss_aux: 1.3616, top1_acc: 0.4688, top5_acc: 0.7086, loss_cls: 2.3278, loss: 3.6894, grad_norm: 6.3139 2021-07-03 19:37:13,148 - mmaction - INFO - Epoch [19][1940/3757] lr: 1.000e-02, eta: 6 days, 3:40:44, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3975, top1_acc: 0.4570, top5_acc: 0.6914, loss_cls: 2.4123, loss: 3.8098, grad_norm: 6.3732 2021-07-03 19:37:35,079 - mmaction - INFO - Epoch [19][1960/3757] lr: 1.000e-02, eta: 6 days, 3:40:26, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.4175, top1_acc: 0.4562, top5_acc: 0.6914, loss_cls: 2.4829, loss: 3.9004, grad_norm: 6.3084 2021-07-03 19:37:56,809 - mmaction - INFO - Epoch [19][1980/3757] lr: 1.000e-02, eta: 6 days, 3:40:05, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.3721, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.4055, loss: 3.7776, grad_norm: 6.4129 2021-07-03 19:38:17,855 - mmaction - INFO - Epoch [19][2000/3757] lr: 1.000e-02, eta: 6 days, 3:39:41, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.4400, top1_acc: 0.4352, top5_acc: 0.6781, loss_cls: 2.4949, loss: 3.9349, grad_norm: 6.4190 2021-07-03 19:38:39,006 - mmaction - INFO - Epoch [19][2020/3757] lr: 1.000e-02, eta: 6 days, 3:39:16, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.4190, top1_acc: 0.4453, top5_acc: 0.6805, loss_cls: 2.5129, loss: 3.9318, grad_norm: 6.5413 2021-07-03 19:39:00,166 - mmaction - INFO - Epoch [19][2040/3757] lr: 1.000e-02, eta: 6 days, 3:38:52, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3875, top1_acc: 0.4523, top5_acc: 0.6883, loss_cls: 2.4398, loss: 3.8273, grad_norm: 6.3418 2021-07-03 19:39:21,341 - mmaction - INFO - Epoch [19][2060/3757] lr: 1.000e-02, eta: 6 days, 3:38:28, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4117, top1_acc: 0.4516, top5_acc: 0.6945, loss_cls: 2.4369, loss: 3.8487, grad_norm: 6.4660 2021-07-03 19:39:42,462 - mmaction - INFO - Epoch [19][2080/3757] lr: 1.000e-02, eta: 6 days, 3:38:04, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3630, top1_acc: 0.4758, top5_acc: 0.6937, loss_cls: 2.4099, loss: 3.7729, grad_norm: 6.2218 2021-07-03 19:40:03,407 - mmaction - INFO - Epoch [19][2100/3757] lr: 1.000e-02, eta: 6 days, 3:37:38, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 1.3663, top1_acc: 0.4758, top5_acc: 0.7172, loss_cls: 2.2998, loss: 3.6661, grad_norm: 6.3107 2021-07-03 19:40:24,784 - mmaction - INFO - Epoch [19][2120/3757] lr: 1.000e-02, eta: 6 days, 3:37:16, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.3768, top1_acc: 0.4688, top5_acc: 0.6859, loss_cls: 2.4171, loss: 3.7939, grad_norm: 6.3906 2021-07-03 19:40:46,079 - mmaction - INFO - Epoch [19][2140/3757] lr: 1.000e-02, eta: 6 days, 3:36:53, time: 1.065, data_time: 0.009, memory: 6921, loss_aux: 1.4319, top1_acc: 0.4430, top5_acc: 0.6922, loss_cls: 2.4676, loss: 3.8996, grad_norm: 6.4510 2021-07-03 19:41:07,187 - mmaction - INFO - Epoch [19][2160/3757] lr: 1.000e-02, eta: 6 days, 3:36:28, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3864, top1_acc: 0.4445, top5_acc: 0.7086, loss_cls: 2.3924, loss: 3.7789, grad_norm: 6.3596 2021-07-03 19:41:28,501 - mmaction - INFO - Epoch [19][2180/3757] lr: 1.000e-02, eta: 6 days, 3:36:05, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.4141, top1_acc: 0.4594, top5_acc: 0.6852, loss_cls: 2.4528, loss: 3.8669, grad_norm: 6.6542 2021-07-03 19:41:50,309 - mmaction - INFO - Epoch [19][2200/3757] lr: 1.000e-02, eta: 6 days, 3:35:46, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 1.4050, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.4158, loss: 3.8208, grad_norm: 6.4516 2021-07-03 19:42:12,057 - mmaction - INFO - Epoch [19][2220/3757] lr: 1.000e-02, eta: 6 days, 3:35:25, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.4200, top1_acc: 0.4234, top5_acc: 0.6758, loss_cls: 2.5251, loss: 3.9451, grad_norm: 6.4412 2021-07-03 19:42:33,906 - mmaction - INFO - Epoch [19][2240/3757] lr: 1.000e-02, eta: 6 days, 3:35:06, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.3990, top1_acc: 0.4375, top5_acc: 0.7031, loss_cls: 2.4649, loss: 3.8639, grad_norm: 6.4067 2021-07-03 19:42:55,222 - mmaction - INFO - Epoch [19][2260/3757] lr: 1.000e-02, eta: 6 days, 3:34:44, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.4278, top1_acc: 0.4586, top5_acc: 0.6766, loss_cls: 2.4976, loss: 3.9254, grad_norm: 6.4084 2021-07-03 19:43:16,863 - mmaction - INFO - Epoch [19][2280/3757] lr: 1.000e-02, eta: 6 days, 3:34:23, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.4062, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.4720, loss: 3.8782, grad_norm: 6.3585 2021-07-03 19:43:37,901 - mmaction - INFO - Epoch [19][2300/3757] lr: 1.000e-02, eta: 6 days, 3:33:58, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.4297, top1_acc: 0.4414, top5_acc: 0.6797, loss_cls: 2.4856, loss: 3.9153, grad_norm: 6.4291 2021-07-03 19:43:59,072 - mmaction - INFO - Epoch [19][2320/3757] lr: 1.000e-02, eta: 6 days, 3:33:34, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4505, top1_acc: 0.4273, top5_acc: 0.6680, loss_cls: 2.5549, loss: 4.0054, grad_norm: 6.4401 2021-07-03 19:44:20,112 - mmaction - INFO - Epoch [19][2340/3757] lr: 1.000e-02, eta: 6 days, 3:33:09, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.4445, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.5465, loss: 3.9910, grad_norm: 6.6490 2021-07-03 19:44:41,324 - mmaction - INFO - Epoch [19][2360/3757] lr: 1.000e-02, eta: 6 days, 3:32:45, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3878, top1_acc: 0.4648, top5_acc: 0.6961, loss_cls: 2.3794, loss: 3.7672, grad_norm: 6.2680 2021-07-03 19:45:03,497 - mmaction - INFO - Epoch [19][2380/3757] lr: 1.000e-02, eta: 6 days, 3:32:28, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.3820, top1_acc: 0.4578, top5_acc: 0.7000, loss_cls: 2.3994, loss: 3.7814, grad_norm: 6.3748 2021-07-03 19:45:25,044 - mmaction - INFO - Epoch [19][2400/3757] lr: 1.000e-02, eta: 6 days, 3:32:07, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.3944, top1_acc: 0.4570, top5_acc: 0.6937, loss_cls: 2.4427, loss: 3.8371, grad_norm: 6.2598 2021-07-03 19:45:46,300 - mmaction - INFO - Epoch [19][2420/3757] lr: 1.000e-02, eta: 6 days, 3:31:43, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4476, top1_acc: 0.4430, top5_acc: 0.6836, loss_cls: 2.4897, loss: 3.9373, grad_norm: 6.6363 2021-07-03 19:46:07,540 - mmaction - INFO - Epoch [19][2440/3757] lr: 1.000e-02, eta: 6 days, 3:31:20, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.4266, top1_acc: 0.4375, top5_acc: 0.6687, loss_cls: 2.5327, loss: 3.9593, grad_norm: 6.3524 2021-07-03 19:46:29,739 - mmaction - INFO - Epoch [19][2460/3757] lr: 1.000e-02, eta: 6 days, 3:31:03, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.4141, top1_acc: 0.4383, top5_acc: 0.6758, loss_cls: 2.4844, loss: 3.8985, grad_norm: 6.4354 2021-07-03 19:46:51,009 - mmaction - INFO - Epoch [19][2480/3757] lr: 1.000e-02, eta: 6 days, 3:30:40, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.3897, top1_acc: 0.4508, top5_acc: 0.6742, loss_cls: 2.4623, loss: 3.8520, grad_norm: 6.3922 2021-07-03 19:47:11,890 - mmaction - INFO - Epoch [19][2500/3757] lr: 1.000e-02, eta: 6 days, 3:30:14, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.3720, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3673, loss: 3.7392, grad_norm: 6.4593 2021-07-03 19:47:32,898 - mmaction - INFO - Epoch [19][2520/3757] lr: 1.000e-02, eta: 6 days, 3:29:49, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.4164, top1_acc: 0.4398, top5_acc: 0.6766, loss_cls: 2.4703, loss: 3.8868, grad_norm: 6.3066 2021-07-03 19:47:54,739 - mmaction - INFO - Epoch [19][2540/3757] lr: 1.000e-02, eta: 6 days, 3:29:29, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.3996, top1_acc: 0.4703, top5_acc: 0.6945, loss_cls: 2.3780, loss: 3.7776, grad_norm: 6.3178 2021-07-03 19:48:16,342 - mmaction - INFO - Epoch [19][2560/3757] lr: 1.000e-02, eta: 6 days, 3:29:08, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.3851, top1_acc: 0.4602, top5_acc: 0.7055, loss_cls: 2.3895, loss: 3.7746, grad_norm: 6.4907 2021-07-03 19:48:37,632 - mmaction - INFO - Epoch [19][2580/3757] lr: 1.000e-02, eta: 6 days, 3:28:45, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3891, top1_acc: 0.4398, top5_acc: 0.7016, loss_cls: 2.4436, loss: 3.8327, grad_norm: 6.5401 2021-07-03 19:48:59,424 - mmaction - INFO - Epoch [19][2600/3757] lr: 1.000e-02, eta: 6 days, 3:28:26, time: 1.090, data_time: 0.055, memory: 6921, loss_aux: 1.4494, top1_acc: 0.4203, top5_acc: 0.6875, loss_cls: 2.5261, loss: 3.9755, grad_norm: 6.5253 2021-07-03 19:49:20,899 - mmaction - INFO - Epoch [19][2620/3757] lr: 1.000e-02, eta: 6 days, 3:28:04, time: 1.073, data_time: 0.028, memory: 6921, loss_aux: 1.4074, top1_acc: 0.4242, top5_acc: 0.6789, loss_cls: 2.5180, loss: 3.9254, grad_norm: 6.5357 2021-07-03 19:49:42,186 - mmaction - INFO - Epoch [19][2640/3757] lr: 1.000e-02, eta: 6 days, 3:27:40, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 1.3796, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3950, loss: 3.7746, grad_norm: 6.3566 2021-07-03 19:50:03,885 - mmaction - INFO - Epoch [19][2660/3757] lr: 1.000e-02, eta: 6 days, 3:27:20, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.3969, top1_acc: 0.4617, top5_acc: 0.6867, loss_cls: 2.4225, loss: 3.8194, grad_norm: 6.5166 2021-07-03 19:50:24,887 - mmaction - INFO - Epoch [19][2680/3757] lr: 1.000e-02, eta: 6 days, 3:26:55, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3771, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.3991, loss: 3.7763, grad_norm: 6.3237 2021-07-03 19:50:47,195 - mmaction - INFO - Epoch [19][2700/3757] lr: 1.000e-02, eta: 6 days, 3:26:39, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 1.3885, top1_acc: 0.4578, top5_acc: 0.6773, loss_cls: 2.4325, loss: 3.8210, grad_norm: 6.2517 2021-07-03 19:51:08,738 - mmaction - INFO - Epoch [19][2720/3757] lr: 1.000e-02, eta: 6 days, 3:26:18, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.4428, top1_acc: 0.4477, top5_acc: 0.6672, loss_cls: 2.5608, loss: 4.0036, grad_norm: 6.3367 2021-07-03 19:51:29,923 - mmaction - INFO - Epoch [19][2740/3757] lr: 1.000e-02, eta: 6 days, 3:25:53, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.3831, top1_acc: 0.4531, top5_acc: 0.6891, loss_cls: 2.4217, loss: 3.8048, grad_norm: 6.2895 2021-07-03 19:51:50,978 - mmaction - INFO - Epoch [19][2760/3757] lr: 1.000e-02, eta: 6 days, 3:25:29, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.4064, top1_acc: 0.4445, top5_acc: 0.6773, loss_cls: 2.4870, loss: 3.8933, grad_norm: 6.3151 2021-07-03 19:52:12,236 - mmaction - INFO - Epoch [19][2780/3757] lr: 1.000e-02, eta: 6 days, 3:25:06, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.4026, top1_acc: 0.4437, top5_acc: 0.6992, loss_cls: 2.4609, loss: 3.8636, grad_norm: 6.1975 2021-07-03 19:52:33,677 - mmaction - INFO - Epoch [19][2800/3757] lr: 1.000e-02, eta: 6 days, 3:24:43, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.4137, top1_acc: 0.4586, top5_acc: 0.6914, loss_cls: 2.4474, loss: 3.8610, grad_norm: 6.3658 2021-07-03 19:52:55,817 - mmaction - INFO - Epoch [19][2820/3757] lr: 1.000e-02, eta: 6 days, 3:24:26, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.3876, top1_acc: 0.4719, top5_acc: 0.6914, loss_cls: 2.4060, loss: 3.7936, grad_norm: 6.2371 2021-07-03 19:53:17,523 - mmaction - INFO - Epoch [19][2840/3757] lr: 1.000e-02, eta: 6 days, 3:24:06, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.4080, top1_acc: 0.4648, top5_acc: 0.6898, loss_cls: 2.4526, loss: 3.8606, grad_norm: 6.2717 2021-07-03 19:53:38,819 - mmaction - INFO - Epoch [19][2860/3757] lr: 1.000e-02, eta: 6 days, 3:23:43, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3918, top1_acc: 0.4437, top5_acc: 0.7016, loss_cls: 2.4264, loss: 3.8182, grad_norm: 6.3866 2021-07-03 19:53:59,900 - mmaction - INFO - Epoch [19][2880/3757] lr: 1.000e-02, eta: 6 days, 3:23:18, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4017, top1_acc: 0.4461, top5_acc: 0.6969, loss_cls: 2.4226, loss: 3.8244, grad_norm: 6.4651 2021-07-03 19:54:21,599 - mmaction - INFO - Epoch [19][2900/3757] lr: 1.000e-02, eta: 6 days, 3:22:58, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.4135, top1_acc: 0.4383, top5_acc: 0.6758, loss_cls: 2.5030, loss: 3.9165, grad_norm: 6.3334 2021-07-03 19:54:42,980 - mmaction - INFO - Epoch [19][2920/3757] lr: 1.000e-02, eta: 6 days, 3:22:36, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.4314, top1_acc: 0.4281, top5_acc: 0.6828, loss_cls: 2.5142, loss: 3.9456, grad_norm: 6.4128 2021-07-03 19:55:04,182 - mmaction - INFO - Epoch [19][2940/3757] lr: 1.000e-02, eta: 6 days, 3:22:12, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4155, top1_acc: 0.4359, top5_acc: 0.6836, loss_cls: 2.4867, loss: 3.9022, grad_norm: 6.3863 2021-07-03 19:55:26,452 - mmaction - INFO - Epoch [19][2960/3757] lr: 1.000e-02, eta: 6 days, 3:21:55, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.4073, top1_acc: 0.4656, top5_acc: 0.6844, loss_cls: 2.3967, loss: 3.8040, grad_norm: 6.3330 2021-07-03 19:55:48,676 - mmaction - INFO - Epoch [19][2980/3757] lr: 1.000e-02, eta: 6 days, 3:21:39, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.4474, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.5146, loss: 3.9620, grad_norm: 6.3272 2021-07-03 19:56:09,848 - mmaction - INFO - Epoch [19][3000/3757] lr: 1.000e-02, eta: 6 days, 3:21:15, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3959, top1_acc: 0.4594, top5_acc: 0.6750, loss_cls: 2.4829, loss: 3.8788, grad_norm: 6.1985 2021-07-03 19:56:31,140 - mmaction - INFO - Epoch [19][3020/3757] lr: 1.000e-02, eta: 6 days, 3:20:51, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.4415, top1_acc: 0.4422, top5_acc: 0.6781, loss_cls: 2.5018, loss: 3.9433, grad_norm: 6.4284 2021-07-03 19:56:53,196 - mmaction - INFO - Epoch [19][3040/3757] lr: 1.000e-02, eta: 6 days, 3:20:34, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.3991, top1_acc: 0.4547, top5_acc: 0.7141, loss_cls: 2.3861, loss: 3.7852, grad_norm: 6.5451 2021-07-03 19:57:14,436 - mmaction - INFO - Epoch [19][3060/3757] lr: 1.000e-02, eta: 6 days, 3:20:10, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.3972, top1_acc: 0.4414, top5_acc: 0.6797, loss_cls: 2.4655, loss: 3.8627, grad_norm: 6.3667 2021-07-03 19:57:35,543 - mmaction - INFO - Epoch [19][3080/3757] lr: 1.000e-02, eta: 6 days, 3:19:46, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4324, top1_acc: 0.4430, top5_acc: 0.6687, loss_cls: 2.5116, loss: 3.9440, grad_norm: 6.5369 2021-07-03 19:57:57,085 - mmaction - INFO - Epoch [19][3100/3757] lr: 1.000e-02, eta: 6 days, 3:19:24, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.4045, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.4820, loss: 3.8865, grad_norm: 6.2267 2021-07-03 19:58:18,429 - mmaction - INFO - Epoch [19][3120/3757] lr: 1.000e-02, eta: 6 days, 3:19:02, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3859, top1_acc: 0.4625, top5_acc: 0.7055, loss_cls: 2.3987, loss: 3.7846, grad_norm: 6.1802 2021-07-03 19:58:40,154 - mmaction - INFO - Epoch [19][3140/3757] lr: 1.000e-02, eta: 6 days, 3:18:41, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.4133, top1_acc: 0.4469, top5_acc: 0.6742, loss_cls: 2.4889, loss: 3.9022, grad_norm: 6.4036 2021-07-03 19:59:01,292 - mmaction - INFO - Epoch [19][3160/3757] lr: 1.000e-02, eta: 6 days, 3:18:17, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.4049, top1_acc: 0.4492, top5_acc: 0.6820, loss_cls: 2.4808, loss: 3.8857, grad_norm: 6.5584 2021-07-03 19:59:22,309 - mmaction - INFO - Epoch [19][3180/3757] lr: 1.000e-02, eta: 6 days, 3:17:52, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3441, top1_acc: 0.4828, top5_acc: 0.7281, loss_cls: 2.3141, loss: 3.6581, grad_norm: 6.3058 2021-07-03 19:59:44,314 - mmaction - INFO - Epoch [19][3200/3757] lr: 1.000e-02, eta: 6 days, 3:17:34, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 1.4219, top1_acc: 0.4484, top5_acc: 0.6836, loss_cls: 2.4539, loss: 3.8758, grad_norm: 6.4721 2021-07-03 20:00:05,323 - mmaction - INFO - Epoch [19][3220/3757] lr: 1.000e-02, eta: 6 days, 3:17:09, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3581, top1_acc: 0.4539, top5_acc: 0.7047, loss_cls: 2.4026, loss: 3.7607, grad_norm: 6.6127 2021-07-03 20:00:26,909 - mmaction - INFO - Epoch [19][3240/3757] lr: 1.000e-02, eta: 6 days, 3:16:48, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.4206, top1_acc: 0.4328, top5_acc: 0.6758, loss_cls: 2.5172, loss: 3.9378, grad_norm: 6.5165 2021-07-03 20:00:48,229 - mmaction - INFO - Epoch [19][3260/3757] lr: 1.000e-02, eta: 6 days, 3:16:25, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.4032, top1_acc: 0.4398, top5_acc: 0.6930, loss_cls: 2.4842, loss: 3.8874, grad_norm: 6.4900 2021-07-03 20:01:09,317 - mmaction - INFO - Epoch [19][3280/3757] lr: 1.000e-02, eta: 6 days, 3:16:00, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.4772, top1_acc: 0.4164, top5_acc: 0.6719, loss_cls: 2.5892, loss: 4.0664, grad_norm: 6.5340 2021-07-03 20:01:30,862 - mmaction - INFO - Epoch [19][3300/3757] lr: 1.000e-02, eta: 6 days, 3:15:39, time: 1.078, data_time: 0.007, memory: 6921, loss_aux: 1.3693, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.4078, loss: 3.7771, grad_norm: 6.3128 2021-07-03 20:01:52,472 - mmaction - INFO - Epoch [19][3320/3757] lr: 1.000e-02, eta: 6 days, 3:15:18, time: 1.080, data_time: 0.036, memory: 6921, loss_aux: 1.3450, top1_acc: 0.4703, top5_acc: 0.7063, loss_cls: 2.3389, loss: 3.6839, grad_norm: 6.1418 2021-07-03 20:02:13,502 - mmaction - INFO - Epoch [19][3340/3757] lr: 1.000e-02, eta: 6 days, 3:14:53, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4485, top1_acc: 0.4359, top5_acc: 0.6648, loss_cls: 2.5306, loss: 3.9792, grad_norm: 6.3306 2021-07-03 20:02:34,838 - mmaction - INFO - Epoch [19][3360/3757] lr: 1.000e-02, eta: 6 days, 3:14:30, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3643, top1_acc: 0.4648, top5_acc: 0.6992, loss_cls: 2.3971, loss: 3.7615, grad_norm: 6.3118 2021-07-03 20:02:56,195 - mmaction - INFO - Epoch [19][3380/3757] lr: 1.000e-02, eta: 6 days, 3:14:07, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.4355, top1_acc: 0.4383, top5_acc: 0.6789, loss_cls: 2.5321, loss: 3.9675, grad_norm: 6.5557 2021-07-03 20:03:18,167 - mmaction - INFO - Epoch [19][3400/3757] lr: 1.000e-02, eta: 6 days, 3:13:49, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 1.4034, top1_acc: 0.4242, top5_acc: 0.6852, loss_cls: 2.4880, loss: 3.8915, grad_norm: 6.4844 2021-07-03 20:03:39,821 - mmaction - INFO - Epoch [19][3420/3757] lr: 1.000e-02, eta: 6 days, 3:13:28, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3955, top1_acc: 0.4422, top5_acc: 0.6828, loss_cls: 2.4471, loss: 3.8426, grad_norm: 6.3139 2021-07-03 20:04:00,683 - mmaction - INFO - Epoch [19][3440/3757] lr: 1.000e-02, eta: 6 days, 3:13:03, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.4168, top1_acc: 0.4453, top5_acc: 0.7000, loss_cls: 2.4393, loss: 3.8561, grad_norm: 6.3375 2021-07-03 20:04:21,928 - mmaction - INFO - Epoch [19][3460/3757] lr: 1.000e-02, eta: 6 days, 3:12:39, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.4097, top1_acc: 0.4508, top5_acc: 0.6977, loss_cls: 2.4243, loss: 3.8339, grad_norm: 6.5165 2021-07-03 20:04:44,045 - mmaction - INFO - Epoch [19][3480/3757] lr: 1.000e-02, eta: 6 days, 3:12:22, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.4759, top1_acc: 0.4359, top5_acc: 0.6602, loss_cls: 2.5746, loss: 4.0505, grad_norm: 6.5185 2021-07-03 20:05:05,661 - mmaction - INFO - Epoch [19][3500/3757] lr: 1.000e-02, eta: 6 days, 3:12:01, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3792, top1_acc: 0.4609, top5_acc: 0.7008, loss_cls: 2.3969, loss: 3.7761, grad_norm: 6.3977 2021-07-03 20:05:26,928 - mmaction - INFO - Epoch [19][3520/3757] lr: 1.000e-02, eta: 6 days, 3:11:37, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4123, top1_acc: 0.4430, top5_acc: 0.6891, loss_cls: 2.4809, loss: 3.8933, grad_norm: 6.5766 2021-07-03 20:05:49,088 - mmaction - INFO - Epoch [19][3540/3757] lr: 1.000e-02, eta: 6 days, 3:11:20, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.3507, top1_acc: 0.4609, top5_acc: 0.6961, loss_cls: 2.3821, loss: 3.7328, grad_norm: 6.2557 2021-07-03 20:06:10,024 - mmaction - INFO - Epoch [19][3560/3757] lr: 1.000e-02, eta: 6 days, 3:10:55, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.4382, top1_acc: 0.4422, top5_acc: 0.7078, loss_cls: 2.4646, loss: 3.9028, grad_norm: 6.5290 2021-07-03 20:06:31,197 - mmaction - INFO - Epoch [19][3580/3757] lr: 1.000e-02, eta: 6 days, 3:10:31, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3902, top1_acc: 0.4617, top5_acc: 0.6914, loss_cls: 2.4055, loss: 3.7957, grad_norm: 6.5059 2021-07-03 20:06:52,343 - mmaction - INFO - Epoch [19][3600/3757] lr: 1.000e-02, eta: 6 days, 3:10:06, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.4188, top1_acc: 0.4437, top5_acc: 0.6883, loss_cls: 2.4929, loss: 3.9117, grad_norm: 6.4315 2021-07-03 20:07:13,632 - mmaction - INFO - Epoch [19][3620/3757] lr: 1.000e-02, eta: 6 days, 3:09:43, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.3990, top1_acc: 0.4437, top5_acc: 0.6984, loss_cls: 2.4574, loss: 3.8564, grad_norm: 6.3335 2021-07-03 20:07:35,190 - mmaction - INFO - Epoch [19][3640/3757] lr: 1.000e-02, eta: 6 days, 3:09:22, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3911, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.4352, loss: 3.8263, grad_norm: 6.4464 2021-07-03 20:07:56,252 - mmaction - INFO - Epoch [19][3660/3757] lr: 1.000e-02, eta: 6 days, 3:08:58, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3939, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.4234, loss: 3.8173, grad_norm: 6.4010 2021-07-03 20:08:17,411 - mmaction - INFO - Epoch [19][3680/3757] lr: 1.000e-02, eta: 6 days, 3:08:34, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3728, top1_acc: 0.4688, top5_acc: 0.6961, loss_cls: 2.3957, loss: 3.7685, grad_norm: 6.3664 2021-07-03 20:08:39,240 - mmaction - INFO - Epoch [19][3700/3757] lr: 1.000e-02, eta: 6 days, 3:08:14, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.4636, top1_acc: 0.4477, top5_acc: 0.6719, loss_cls: 2.5841, loss: 4.0477, grad_norm: 6.4114 2021-07-03 20:09:01,065 - mmaction - INFO - Epoch [19][3720/3757] lr: 1.000e-02, eta: 6 days, 3:07:55, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.3694, top1_acc: 0.4430, top5_acc: 0.6828, loss_cls: 2.4340, loss: 3.8034, grad_norm: 6.3220 2021-07-03 20:09:22,558 - mmaction - INFO - Epoch [19][3740/3757] lr: 1.000e-02, eta: 6 days, 3:07:33, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.3877, top1_acc: 0.4609, top5_acc: 0.6984, loss_cls: 2.3795, loss: 3.7672, grad_norm: 6.3097 2021-07-03 20:09:41,322 - mmaction - INFO - Saving checkpoint at 19 epochs 2021-07-03 20:10:44,199 - mmaction - INFO - Epoch [20][20/3757] lr: 1.000e-02, eta: 6 days, 3:09:22, time: 3.068, data_time: 1.938, memory: 6921, loss_aux: 1.4521, top1_acc: 0.4133, top5_acc: 0.6781, loss_cls: 2.5293, loss: 3.9814, grad_norm: 6.5552 2021-07-03 20:11:06,884 - mmaction - INFO - Epoch [20][40/3757] lr: 1.000e-02, eta: 6 days, 3:09:08, time: 1.136, data_time: 0.003, memory: 6921, loss_aux: 1.3518, top1_acc: 0.4648, top5_acc: 0.7023, loss_cls: 2.3491, loss: 3.7009, grad_norm: 6.3395 2021-07-03 20:11:28,557 - mmaction - INFO - Epoch [20][60/3757] lr: 1.000e-02, eta: 6 days, 3:08:48, time: 1.083, data_time: 0.010, memory: 6921, loss_aux: 1.3979, top1_acc: 0.4562, top5_acc: 0.6805, loss_cls: 2.4386, loss: 3.8365, grad_norm: 6.2231 2021-07-03 20:11:50,184 - mmaction - INFO - Epoch [20][80/3757] lr: 1.000e-02, eta: 6 days, 3:08:27, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.3761, top1_acc: 0.4586, top5_acc: 0.7063, loss_cls: 2.3762, loss: 3.7524, grad_norm: 6.4484 2021-07-03 20:12:11,315 - mmaction - INFO - Epoch [20][100/3757] lr: 1.000e-02, eta: 6 days, 3:08:03, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.4005, top1_acc: 0.4539, top5_acc: 0.6977, loss_cls: 2.4063, loss: 3.8069, grad_norm: 6.3095 2021-07-03 20:12:32,642 - mmaction - INFO - Epoch [20][120/3757] lr: 1.000e-02, eta: 6 days, 3:07:40, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3989, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.4328, loss: 3.8317, grad_norm: 6.4691 2021-07-03 20:12:54,953 - mmaction - INFO - Epoch [20][140/3757] lr: 1.000e-02, eta: 6 days, 3:07:23, time: 1.116, data_time: 0.067, memory: 6921, loss_aux: 1.4517, top1_acc: 0.4328, top5_acc: 0.6703, loss_cls: 2.5557, loss: 4.0074, grad_norm: 6.4199 2021-07-03 20:13:16,671 - mmaction - INFO - Epoch [20][160/3757] lr: 1.000e-02, eta: 6 days, 3:07:03, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.3930, top1_acc: 0.4539, top5_acc: 0.6875, loss_cls: 2.4081, loss: 3.8011, grad_norm: 6.2927 2021-07-03 20:13:38,176 - mmaction - INFO - Epoch [20][180/3757] lr: 1.000e-02, eta: 6 days, 3:06:42, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3661, top1_acc: 0.4594, top5_acc: 0.6914, loss_cls: 2.3785, loss: 3.7447, grad_norm: 6.1714 2021-07-03 20:13:59,368 - mmaction - INFO - Epoch [20][200/3757] lr: 1.000e-02, eta: 6 days, 3:06:18, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3673, top1_acc: 0.4641, top5_acc: 0.6977, loss_cls: 2.3952, loss: 3.7625, grad_norm: 6.3855 2021-07-03 20:14:21,568 - mmaction - INFO - Epoch [20][220/3757] lr: 1.000e-02, eta: 6 days, 3:06:01, time: 1.110, data_time: 0.002, memory: 6921, loss_aux: 1.4113, top1_acc: 0.4422, top5_acc: 0.7000, loss_cls: 2.4425, loss: 3.8538, grad_norm: 6.3554 2021-07-03 20:14:42,790 - mmaction - INFO - Epoch [20][240/3757] lr: 1.000e-02, eta: 6 days, 3:05:37, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4135, top1_acc: 0.4617, top5_acc: 0.6969, loss_cls: 2.4246, loss: 3.8381, grad_norm: 6.3646 2021-07-03 20:15:04,866 - mmaction - INFO - Epoch [20][260/3757] lr: 1.000e-02, eta: 6 days, 3:05:19, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.4237, top1_acc: 0.4453, top5_acc: 0.6859, loss_cls: 2.4714, loss: 3.8950, grad_norm: 6.3698 2021-07-03 20:15:26,645 - mmaction - INFO - Epoch [20][280/3757] lr: 1.000e-02, eta: 6 days, 3:05:00, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.4396, top1_acc: 0.4437, top5_acc: 0.6687, loss_cls: 2.5142, loss: 3.9538, grad_norm: 6.3074 2021-07-03 20:15:48,452 - mmaction - INFO - Epoch [20][300/3757] lr: 1.000e-02, eta: 6 days, 3:04:40, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.3763, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.4033, loss: 3.7796, grad_norm: 6.4348 2021-07-03 20:16:09,522 - mmaction - INFO - Epoch [20][320/3757] lr: 1.000e-02, eta: 6 days, 3:04:15, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3985, top1_acc: 0.4648, top5_acc: 0.6969, loss_cls: 2.4619, loss: 3.8605, grad_norm: 6.3246 2021-07-03 20:16:31,001 - mmaction - INFO - Epoch [20][340/3757] lr: 1.000e-02, eta: 6 days, 3:03:53, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.3839, top1_acc: 0.4617, top5_acc: 0.6914, loss_cls: 2.3856, loss: 3.7694, grad_norm: 6.2824 2021-07-03 20:16:52,575 - mmaction - INFO - Epoch [20][360/3757] lr: 1.000e-02, eta: 6 days, 3:03:32, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3788, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3744, loss: 3.7531, grad_norm: 6.3599 2021-07-03 20:17:14,671 - mmaction - INFO - Epoch [20][380/3757] lr: 1.000e-02, eta: 6 days, 3:03:14, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.3961, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.3996, loss: 3.7957, grad_norm: 6.4899 2021-07-03 20:17:36,349 - mmaction - INFO - Epoch [20][400/3757] lr: 1.000e-02, eta: 6 days, 3:02:54, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.3749, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.3882, loss: 3.7632, grad_norm: 6.4626 2021-07-03 20:17:58,325 - mmaction - INFO - Epoch [20][420/3757] lr: 1.000e-02, eta: 6 days, 3:02:35, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.4307, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.4580, loss: 3.8887, grad_norm: 6.5809 2021-07-03 20:18:19,558 - mmaction - INFO - Epoch [20][440/3757] lr: 1.000e-02, eta: 6 days, 3:02:12, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3680, top1_acc: 0.4578, top5_acc: 0.7047, loss_cls: 2.3743, loss: 3.7423, grad_norm: 6.5047 2021-07-03 20:18:41,825 - mmaction - INFO - Epoch [20][460/3757] lr: 1.000e-02, eta: 6 days, 3:01:55, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.4105, top1_acc: 0.4453, top5_acc: 0.7023, loss_cls: 2.4255, loss: 3.8360, grad_norm: 6.5654 2021-07-03 20:19:02,810 - mmaction - INFO - Epoch [20][480/3757] lr: 1.000e-02, eta: 6 days, 3:01:30, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.4128, top1_acc: 0.4336, top5_acc: 0.6750, loss_cls: 2.4974, loss: 3.9102, grad_norm: 6.4032 2021-07-03 20:19:24,524 - mmaction - INFO - Epoch [20][500/3757] lr: 1.000e-02, eta: 6 days, 3:01:10, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.4245, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.5079, loss: 3.9324, grad_norm: 6.3766 2021-07-03 20:19:46,126 - mmaction - INFO - Epoch [20][520/3757] lr: 1.000e-02, eta: 6 days, 3:00:49, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.3908, top1_acc: 0.4586, top5_acc: 0.6914, loss_cls: 2.4172, loss: 3.8080, grad_norm: 6.1384 2021-07-03 20:20:07,257 - mmaction - INFO - Epoch [20][540/3757] lr: 1.000e-02, eta: 6 days, 3:00:24, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3876, top1_acc: 0.4586, top5_acc: 0.7031, loss_cls: 2.3904, loss: 3.7780, grad_norm: 6.4121 2021-07-03 20:20:29,568 - mmaction - INFO - Epoch [20][560/3757] lr: 1.000e-02, eta: 6 days, 3:00:08, time: 1.117, data_time: 0.005, memory: 6921, loss_aux: 1.3791, top1_acc: 0.4562, top5_acc: 0.6859, loss_cls: 2.4099, loss: 3.7890, grad_norm: 6.3210 2021-07-03 20:20:51,969 - mmaction - INFO - Epoch [20][580/3757] lr: 1.000e-02, eta: 6 days, 2:59:53, time: 1.120, data_time: 0.005, memory: 6921, loss_aux: 1.5036, top1_acc: 0.4453, top5_acc: 0.6805, loss_cls: 2.5616, loss: 4.0652, grad_norm: 6.5276 2021-07-03 20:21:13,228 - mmaction - INFO - Epoch [20][600/3757] lr: 1.000e-02, eta: 6 days, 2:59:29, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.4100, top1_acc: 0.4445, top5_acc: 0.6648, loss_cls: 2.4972, loss: 3.9072, grad_norm: 6.2969 2021-07-03 20:21:34,508 - mmaction - INFO - Epoch [20][620/3757] lr: 1.000e-02, eta: 6 days, 2:59:06, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4080, top1_acc: 0.4641, top5_acc: 0.6961, loss_cls: 2.4573, loss: 3.8654, grad_norm: 6.4696 2021-07-03 20:21:57,176 - mmaction - INFO - Epoch [20][640/3757] lr: 1.000e-02, eta: 6 days, 2:58:52, time: 1.134, data_time: 0.004, memory: 6921, loss_aux: 1.3896, top1_acc: 0.4422, top5_acc: 0.6891, loss_cls: 2.4336, loss: 3.8232, grad_norm: 6.2895 2021-07-03 20:22:18,361 - mmaction - INFO - Epoch [20][660/3757] lr: 1.000e-02, eta: 6 days, 2:58:28, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3556, top1_acc: 0.4562, top5_acc: 0.7117, loss_cls: 2.3642, loss: 3.7198, grad_norm: 6.2004 2021-07-03 20:22:39,557 - mmaction - INFO - Epoch [20][680/3757] lr: 1.000e-02, eta: 6 days, 2:58:05, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3956, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.4226, loss: 3.8182, grad_norm: 6.3896 2021-07-03 20:23:01,681 - mmaction - INFO - Epoch [20][700/3757] lr: 1.000e-02, eta: 6 days, 2:57:47, time: 1.108, data_time: 0.005, memory: 6921, loss_aux: 1.3865, top1_acc: 0.4398, top5_acc: 0.7039, loss_cls: 2.4518, loss: 3.8383, grad_norm: 6.3347 2021-07-03 20:23:23,001 - mmaction - INFO - Epoch [20][720/3757] lr: 1.000e-02, eta: 6 days, 2:57:24, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.4216, top1_acc: 0.4375, top5_acc: 0.6805, loss_cls: 2.4800, loss: 3.9016, grad_norm: 6.5133 2021-07-03 20:23:45,459 - mmaction - INFO - Epoch [20][740/3757] lr: 1.000e-02, eta: 6 days, 2:57:09, time: 1.124, data_time: 0.005, memory: 6921, loss_aux: 1.4252, top1_acc: 0.4500, top5_acc: 0.6727, loss_cls: 2.5306, loss: 3.9558, grad_norm: 6.5682 2021-07-03 20:24:06,588 - mmaction - INFO - Epoch [20][760/3757] lr: 1.000e-02, eta: 6 days, 2:56:45, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3736, top1_acc: 0.4648, top5_acc: 0.6961, loss_cls: 2.3734, loss: 3.7470, grad_norm: 6.3750 2021-07-03 20:24:27,930 - mmaction - INFO - Epoch [20][780/3757] lr: 1.000e-02, eta: 6 days, 2:56:22, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3979, top1_acc: 0.4477, top5_acc: 0.6914, loss_cls: 2.4352, loss: 3.8331, grad_norm: 6.3934 2021-07-03 20:24:50,095 - mmaction - INFO - Epoch [20][800/3757] lr: 1.000e-02, eta: 6 days, 2:56:05, time: 1.108, data_time: 0.005, memory: 6921, loss_aux: 1.3945, top1_acc: 0.4492, top5_acc: 0.6828, loss_cls: 2.4721, loss: 3.8666, grad_norm: 6.5364 2021-07-03 20:25:11,537 - mmaction - INFO - Epoch [20][820/3757] lr: 1.000e-02, eta: 6 days, 2:55:43, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3828, top1_acc: 0.4539, top5_acc: 0.7008, loss_cls: 2.3967, loss: 3.7795, grad_norm: 6.5743 2021-07-03 20:25:33,445 - mmaction - INFO - Epoch [20][840/3757] lr: 1.000e-02, eta: 6 days, 2:55:24, time: 1.097, data_time: 0.005, memory: 6921, loss_aux: 1.4072, top1_acc: 0.4539, top5_acc: 0.6906, loss_cls: 2.4513, loss: 3.8585, grad_norm: 6.4898 2021-07-03 20:25:55,760 - mmaction - INFO - Epoch [20][860/3757] lr: 1.000e-02, eta: 6 days, 2:55:07, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.4073, top1_acc: 0.4531, top5_acc: 0.6820, loss_cls: 2.4281, loss: 3.8354, grad_norm: 6.4814 2021-07-03 20:26:16,903 - mmaction - INFO - Epoch [20][880/3757] lr: 1.000e-02, eta: 6 days, 2:54:43, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3598, top1_acc: 0.4672, top5_acc: 0.6977, loss_cls: 2.3428, loss: 3.7027, grad_norm: 6.2530 2021-07-03 20:26:37,999 - mmaction - INFO - Epoch [20][900/3757] lr: 1.000e-02, eta: 6 days, 2:54:19, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3514, top1_acc: 0.4492, top5_acc: 0.6992, loss_cls: 2.3596, loss: 3.7110, grad_norm: 6.1340 2021-07-03 20:27:00,071 - mmaction - INFO - Epoch [20][920/3757] lr: 1.000e-02, eta: 6 days, 2:54:01, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.3287, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3229, loss: 3.6516, grad_norm: 6.4226 2021-07-03 20:27:21,012 - mmaction - INFO - Epoch [20][940/3757] lr: 1.000e-02, eta: 6 days, 2:53:35, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3675, top1_acc: 0.4820, top5_acc: 0.7078, loss_cls: 2.3720, loss: 3.7394, grad_norm: 6.4593 2021-07-03 20:27:42,305 - mmaction - INFO - Epoch [20][960/3757] lr: 1.000e-02, eta: 6 days, 2:53:12, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4208, top1_acc: 0.4555, top5_acc: 0.6758, loss_cls: 2.4856, loss: 3.9064, grad_norm: 6.4442 2021-07-03 20:28:03,567 - mmaction - INFO - Epoch [20][980/3757] lr: 1.000e-02, eta: 6 days, 2:52:49, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3819, top1_acc: 0.4719, top5_acc: 0.6922, loss_cls: 2.3860, loss: 3.7679, grad_norm: 6.4107 2021-07-03 20:28:26,328 - mmaction - INFO - Epoch [20][1000/3757] lr: 1.000e-02, eta: 6 days, 2:52:36, time: 1.139, data_time: 0.004, memory: 6921, loss_aux: 1.4065, top1_acc: 0.4391, top5_acc: 0.6906, loss_cls: 2.4241, loss: 3.8305, grad_norm: 6.5297 2021-07-03 20:28:48,203 - mmaction - INFO - Epoch [20][1020/3757] lr: 1.000e-02, eta: 6 days, 2:52:17, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.4373, top1_acc: 0.4477, top5_acc: 0.6680, loss_cls: 2.5052, loss: 3.9425, grad_norm: 6.3506 2021-07-03 20:29:09,389 - mmaction - INFO - Epoch [20][1040/3757] lr: 1.000e-02, eta: 6 days, 2:51:53, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.4407, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4957, loss: 3.9364, grad_norm: 6.3401 2021-07-03 20:29:31,268 - mmaction - INFO - Epoch [20][1060/3757] lr: 1.000e-02, eta: 6 days, 2:51:34, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.4373, top1_acc: 0.4445, top5_acc: 0.6805, loss_cls: 2.4957, loss: 3.9330, grad_norm: 6.5313 2021-07-03 20:29:53,211 - mmaction - INFO - Epoch [20][1080/3757] lr: 1.000e-02, eta: 6 days, 2:51:15, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.3845, top1_acc: 0.4383, top5_acc: 0.7039, loss_cls: 2.4377, loss: 3.8222, grad_norm: 6.4567 2021-07-03 20:30:15,115 - mmaction - INFO - Epoch [20][1100/3757] lr: 1.000e-02, eta: 6 days, 2:50:56, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.3810, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.4308, loss: 3.8118, grad_norm: 6.3800 2021-07-03 20:30:36,244 - mmaction - INFO - Epoch [20][1120/3757] lr: 1.000e-02, eta: 6 days, 2:50:31, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.3518, top1_acc: 0.4562, top5_acc: 0.6945, loss_cls: 2.3999, loss: 3.7517, grad_norm: 6.5099 2021-07-03 20:30:57,375 - mmaction - INFO - Epoch [20][1140/3757] lr: 1.000e-02, eta: 6 days, 2:50:07, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3882, top1_acc: 0.4602, top5_acc: 0.6914, loss_cls: 2.3914, loss: 3.7796, grad_norm: 6.4039 2021-07-03 20:31:18,840 - mmaction - INFO - Epoch [20][1160/3757] lr: 1.000e-02, eta: 6 days, 2:49:45, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.3892, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.4106, loss: 3.7999, grad_norm: 6.5029 2021-07-03 20:31:41,471 - mmaction - INFO - Epoch [20][1180/3757] lr: 1.000e-02, eta: 6 days, 2:49:31, time: 1.132, data_time: 0.002, memory: 6921, loss_aux: 1.3803, top1_acc: 0.4617, top5_acc: 0.7133, loss_cls: 2.3544, loss: 3.7347, grad_norm: 6.3937 2021-07-03 20:32:02,645 - mmaction - INFO - Epoch [20][1200/3757] lr: 1.000e-02, eta: 6 days, 2:49:07, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.4096, top1_acc: 0.4602, top5_acc: 0.7102, loss_cls: 2.4120, loss: 3.8216, grad_norm: 6.3058 2021-07-03 20:32:24,057 - mmaction - INFO - Epoch [20][1220/3757] lr: 1.000e-02, eta: 6 days, 2:48:45, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.3735, top1_acc: 0.4547, top5_acc: 0.6813, loss_cls: 2.4120, loss: 3.7855, grad_norm: 6.4059 2021-07-03 20:32:45,570 - mmaction - INFO - Epoch [20][1240/3757] lr: 1.000e-02, eta: 6 days, 2:48:23, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.4008, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.4632, loss: 3.8641, grad_norm: 6.5274 2021-07-03 20:33:07,340 - mmaction - INFO - Epoch [20][1260/3757] lr: 1.000e-02, eta: 6 days, 2:48:03, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.4363, top1_acc: 0.4375, top5_acc: 0.6914, loss_cls: 2.4612, loss: 3.8975, grad_norm: 6.5528 2021-07-03 20:33:29,190 - mmaction - INFO - Epoch [20][1280/3757] lr: 1.000e-02, eta: 6 days, 2:47:44, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.3977, top1_acc: 0.4617, top5_acc: 0.6961, loss_cls: 2.4312, loss: 3.8289, grad_norm: 6.2852 2021-07-03 20:33:50,698 - mmaction - INFO - Epoch [20][1300/3757] lr: 1.000e-02, eta: 6 days, 2:47:22, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.4133, top1_acc: 0.4375, top5_acc: 0.6680, loss_cls: 2.4974, loss: 3.9107, grad_norm: 6.4480 2021-07-03 20:34:13,152 - mmaction - INFO - Epoch [20][1320/3757] lr: 1.000e-02, eta: 6 days, 2:47:07, time: 1.126, data_time: 0.006, memory: 6921, loss_aux: 1.4113, top1_acc: 0.4547, top5_acc: 0.6891, loss_cls: 2.4542, loss: 3.8655, grad_norm: 6.3755 2021-07-03 20:34:34,238 - mmaction - INFO - Epoch [20][1340/3757] lr: 1.000e-02, eta: 6 days, 2:46:42, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3814, top1_acc: 0.4656, top5_acc: 0.6867, loss_cls: 2.3858, loss: 3.7672, grad_norm: 6.3875 2021-07-03 20:34:56,031 - mmaction - INFO - Epoch [20][1360/3757] lr: 1.000e-02, eta: 6 days, 2:46:23, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.4343, top1_acc: 0.4430, top5_acc: 0.6781, loss_cls: 2.5216, loss: 3.9559, grad_norm: 6.5106 2021-07-03 20:35:17,832 - mmaction - INFO - Epoch [20][1380/3757] lr: 1.000e-02, eta: 6 days, 2:46:03, time: 1.088, data_time: 0.041, memory: 6921, loss_aux: 1.3880, top1_acc: 0.4297, top5_acc: 0.6836, loss_cls: 2.4392, loss: 3.8272, grad_norm: 6.3273 2021-07-03 20:35:39,368 - mmaction - INFO - Epoch [20][1400/3757] lr: 1.000e-02, eta: 6 days, 2:45:42, time: 1.078, data_time: 0.029, memory: 6921, loss_aux: 1.3868, top1_acc: 0.4695, top5_acc: 0.6867, loss_cls: 2.4432, loss: 3.8300, grad_norm: 6.3096 2021-07-03 20:36:00,956 - mmaction - INFO - Epoch [20][1420/3757] lr: 1.000e-02, eta: 6 days, 2:45:20, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.4004, top1_acc: 0.4492, top5_acc: 0.6719, loss_cls: 2.4573, loss: 3.8577, grad_norm: 6.4905 2021-07-03 20:36:22,560 - mmaction - INFO - Epoch [20][1440/3757] lr: 1.000e-02, eta: 6 days, 2:44:59, time: 1.080, data_time: 0.021, memory: 6921, loss_aux: 1.3715, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3450, loss: 3.7166, grad_norm: 6.3319 2021-07-03 20:36:44,641 - mmaction - INFO - Epoch [20][1460/3757] lr: 1.000e-02, eta: 6 days, 2:44:41, time: 1.104, data_time: 0.051, memory: 6921, loss_aux: 1.3799, top1_acc: 0.4594, top5_acc: 0.6984, loss_cls: 2.4021, loss: 3.7820, grad_norm: 6.3094 2021-07-03 20:37:06,279 - mmaction - INFO - Epoch [20][1480/3757] lr: 1.000e-02, eta: 6 days, 2:44:21, time: 1.083, data_time: 0.033, memory: 6921, loss_aux: 1.4161, top1_acc: 0.4289, top5_acc: 0.7102, loss_cls: 2.4248, loss: 3.8409, grad_norm: 6.7336 2021-07-03 20:37:28,549 - mmaction - INFO - Epoch [20][1500/3757] lr: 1.000e-02, eta: 6 days, 2:44:04, time: 1.113, data_time: 0.014, memory: 6921, loss_aux: 1.3727, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.4056, loss: 3.7783, grad_norm: 6.3657 2021-07-03 20:37:49,754 - mmaction - INFO - Epoch [20][1520/3757] lr: 1.000e-02, eta: 6 days, 2:43:40, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3478, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.3615, loss: 3.7093, grad_norm: 6.3671 2021-07-03 20:38:11,909 - mmaction - INFO - Epoch [20][1540/3757] lr: 1.000e-02, eta: 6 days, 2:43:23, time: 1.106, data_time: 0.001, memory: 6921, loss_aux: 1.3620, top1_acc: 0.4578, top5_acc: 0.6906, loss_cls: 2.4194, loss: 3.7814, grad_norm: 6.4160 2021-07-03 20:38:32,909 - mmaction - INFO - Epoch [20][1560/3757] lr: 1.000e-02, eta: 6 days, 2:42:58, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.4283, top1_acc: 0.4695, top5_acc: 0.6719, loss_cls: 2.5034, loss: 3.9317, grad_norm: 6.3342 2021-07-03 20:38:54,175 - mmaction - INFO - Epoch [20][1580/3757] lr: 1.000e-02, eta: 6 days, 2:42:35, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3774, top1_acc: 0.4656, top5_acc: 0.6875, loss_cls: 2.4014, loss: 3.7788, grad_norm: 6.2836 2021-07-03 20:39:16,729 - mmaction - INFO - Epoch [20][1600/3757] lr: 1.000e-02, eta: 6 days, 2:42:20, time: 1.127, data_time: 0.004, memory: 6921, loss_aux: 1.3986, top1_acc: 0.4281, top5_acc: 0.6797, loss_cls: 2.4985, loss: 3.8971, grad_norm: 6.4238 2021-07-03 20:39:37,984 - mmaction - INFO - Epoch [20][1620/3757] lr: 1.000e-02, eta: 6 days, 2:41:56, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3632, top1_acc: 0.4531, top5_acc: 0.7102, loss_cls: 2.3560, loss: 3.7192, grad_norm: 6.2905 2021-07-03 20:39:59,116 - mmaction - INFO - Epoch [20][1640/3757] lr: 1.000e-02, eta: 6 days, 2:41:32, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3514, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3423, loss: 3.6937, grad_norm: 6.4911 2021-07-03 20:40:20,493 - mmaction - INFO - Epoch [20][1660/3757] lr: 1.000e-02, eta: 6 days, 2:41:09, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.4095, top1_acc: 0.4469, top5_acc: 0.6898, loss_cls: 2.4623, loss: 3.8718, grad_norm: 6.4256 2021-07-03 20:40:42,898 - mmaction - INFO - Epoch [20][1680/3757] lr: 1.000e-02, eta: 6 days, 2:40:54, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 1.3286, top1_acc: 0.4734, top5_acc: 0.7133, loss_cls: 2.2684, loss: 3.5970, grad_norm: 6.2365 2021-07-03 20:41:04,135 - mmaction - INFO - Epoch [20][1700/3757] lr: 1.000e-02, eta: 6 days, 2:40:30, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3852, top1_acc: 0.4633, top5_acc: 0.7016, loss_cls: 2.4281, loss: 3.8134, grad_norm: 6.4753 2021-07-03 20:41:25,736 - mmaction - INFO - Epoch [20][1720/3757] lr: 1.000e-02, eta: 6 days, 2:40:09, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3982, top1_acc: 0.4602, top5_acc: 0.6977, loss_cls: 2.4298, loss: 3.8280, grad_norm: 6.5085 2021-07-03 20:41:48,065 - mmaction - INFO - Epoch [20][1740/3757] lr: 1.000e-02, eta: 6 days, 2:39:53, time: 1.120, data_time: 0.006, memory: 6921, loss_aux: 1.4655, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.5462, loss: 4.0117, grad_norm: 6.4330 2021-07-03 20:42:09,294 - mmaction - INFO - Epoch [20][1760/3757] lr: 1.000e-02, eta: 6 days, 2:39:30, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3679, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.3479, loss: 3.7158, grad_norm: 6.4159 2021-07-03 20:42:30,466 - mmaction - INFO - Epoch [20][1780/3757] lr: 1.000e-02, eta: 6 days, 2:39:06, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3903, top1_acc: 0.4578, top5_acc: 0.7000, loss_cls: 2.4424, loss: 3.8327, grad_norm: 6.4700 2021-07-03 20:42:52,482 - mmaction - INFO - Epoch [20][1800/3757] lr: 1.000e-02, eta: 6 days, 2:38:47, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.4447, top1_acc: 0.4406, top5_acc: 0.6773, loss_cls: 2.5008, loss: 3.9455, grad_norm: 6.3336 2021-07-03 20:43:14,090 - mmaction - INFO - Epoch [20][1820/3757] lr: 1.000e-02, eta: 6 days, 2:38:26, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.3886, top1_acc: 0.4547, top5_acc: 0.6945, loss_cls: 2.4244, loss: 3.8130, grad_norm: 6.4261 2021-07-03 20:43:35,949 - mmaction - INFO - Epoch [20][1840/3757] lr: 1.000e-02, eta: 6 days, 2:38:07, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.3982, top1_acc: 0.4516, top5_acc: 0.6789, loss_cls: 2.4920, loss: 3.8903, grad_norm: 6.4383 2021-07-03 20:43:57,413 - mmaction - INFO - Epoch [20][1860/3757] lr: 1.000e-02, eta: 6 days, 2:37:45, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3820, top1_acc: 0.4383, top5_acc: 0.7063, loss_cls: 2.4081, loss: 3.7901, grad_norm: 6.3978 2021-07-03 20:44:18,336 - mmaction - INFO - Epoch [20][1880/3757] lr: 1.000e-02, eta: 6 days, 2:37:19, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.3791, top1_acc: 0.4523, top5_acc: 0.7008, loss_cls: 2.4205, loss: 3.7996, grad_norm: 6.4297 2021-07-03 20:44:40,164 - mmaction - INFO - Epoch [20][1900/3757] lr: 1.000e-02, eta: 6 days, 2:37:00, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.4492, top1_acc: 0.4375, top5_acc: 0.6633, loss_cls: 2.5498, loss: 3.9990, grad_norm: 6.4940 2021-07-03 20:45:01,817 - mmaction - INFO - Epoch [20][1920/3757] lr: 1.000e-02, eta: 6 days, 2:36:39, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3913, top1_acc: 0.4445, top5_acc: 0.6977, loss_cls: 2.4548, loss: 3.8461, grad_norm: 6.3183 2021-07-03 20:45:23,728 - mmaction - INFO - Epoch [20][1940/3757] lr: 1.000e-02, eta: 6 days, 2:36:20, time: 1.097, data_time: 0.005, memory: 6921, loss_aux: 1.3234, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.3046, loss: 3.6280, grad_norm: 6.3841 2021-07-03 20:45:45,752 - mmaction - INFO - Epoch [20][1960/3757] lr: 1.000e-02, eta: 6 days, 2:36:02, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.3523, top1_acc: 0.4742, top5_acc: 0.7078, loss_cls: 2.3272, loss: 3.6795, grad_norm: 6.2099 2021-07-03 20:46:07,536 - mmaction - INFO - Epoch [20][1980/3757] lr: 1.000e-02, eta: 6 days, 2:35:42, time: 1.087, data_time: 0.005, memory: 6921, loss_aux: 1.3246, top1_acc: 0.4781, top5_acc: 0.7109, loss_cls: 2.2946, loss: 3.6192, grad_norm: 6.3567 2021-07-03 20:46:28,683 - mmaction - INFO - Epoch [20][2000/3757] lr: 1.000e-02, eta: 6 days, 2:35:18, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3631, top1_acc: 0.4508, top5_acc: 0.6953, loss_cls: 2.4221, loss: 3.7851, grad_norm: 6.5100 2021-07-03 20:46:50,593 - mmaction - INFO - Epoch [20][2020/3757] lr: 1.000e-02, eta: 6 days, 2:34:59, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.3773, top1_acc: 0.4859, top5_acc: 0.7148, loss_cls: 2.3583, loss: 3.7357, grad_norm: 6.3725 2021-07-03 20:47:11,749 - mmaction - INFO - Epoch [20][2040/3757] lr: 1.000e-02, eta: 6 days, 2:34:35, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3445, top1_acc: 0.4727, top5_acc: 0.7297, loss_cls: 2.3209, loss: 3.6653, grad_norm: 6.3400 2021-07-03 20:47:32,857 - mmaction - INFO - Epoch [20][2060/3757] lr: 1.000e-02, eta: 6 days, 2:34:11, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3551, top1_acc: 0.4539, top5_acc: 0.7125, loss_cls: 2.3373, loss: 3.6924, grad_norm: 6.4199 2021-07-03 20:47:54,909 - mmaction - INFO - Epoch [20][2080/3757] lr: 1.000e-02, eta: 6 days, 2:33:53, time: 1.103, data_time: 0.001, memory: 6921, loss_aux: 1.4200, top1_acc: 0.4547, top5_acc: 0.7078, loss_cls: 2.4011, loss: 3.8211, grad_norm: 6.4071 2021-07-03 20:48:16,815 - mmaction - INFO - Epoch [20][2100/3757] lr: 1.000e-02, eta: 6 days, 2:33:34, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.2976, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.2570, loss: 3.5546, grad_norm: 6.2253 2021-07-03 20:48:38,033 - mmaction - INFO - Epoch [20][2120/3757] lr: 1.000e-02, eta: 6 days, 2:33:10, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.4170, top1_acc: 0.4289, top5_acc: 0.6734, loss_cls: 2.5093, loss: 3.9263, grad_norm: 6.5080 2021-07-03 20:48:59,605 - mmaction - INFO - Epoch [20][2140/3757] lr: 1.000e-02, eta: 6 days, 2:32:49, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.3673, top1_acc: 0.4641, top5_acc: 0.6906, loss_cls: 2.3928, loss: 3.7601, grad_norm: 6.3612 2021-07-03 20:49:21,108 - mmaction - INFO - Epoch [20][2160/3757] lr: 1.000e-02, eta: 6 days, 2:32:27, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.3953, top1_acc: 0.4547, top5_acc: 0.7094, loss_cls: 2.4270, loss: 3.8223, grad_norm: 6.5538 2021-07-03 20:49:43,898 - mmaction - INFO - Epoch [20][2180/3757] lr: 1.000e-02, eta: 6 days, 2:32:14, time: 1.140, data_time: 0.004, memory: 6921, loss_aux: 1.4072, top1_acc: 0.4766, top5_acc: 0.6844, loss_cls: 2.4245, loss: 3.8316, grad_norm: 6.3023 2021-07-03 20:50:04,988 - mmaction - INFO - Epoch [20][2200/3757] lr: 1.000e-02, eta: 6 days, 2:31:49, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3632, top1_acc: 0.4602, top5_acc: 0.6984, loss_cls: 2.3749, loss: 3.7381, grad_norm: 6.6389 2021-07-03 20:50:26,385 - mmaction - INFO - Epoch [20][2220/3757] lr: 1.000e-02, eta: 6 days, 2:31:27, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3688, top1_acc: 0.4492, top5_acc: 0.7070, loss_cls: 2.3774, loss: 3.7462, grad_norm: 6.4960 2021-07-03 20:50:48,676 - mmaction - INFO - Epoch [20][2240/3757] lr: 1.000e-02, eta: 6 days, 2:31:10, time: 1.115, data_time: 0.005, memory: 6921, loss_aux: 1.3597, top1_acc: 0.4570, top5_acc: 0.6945, loss_cls: 2.4047, loss: 3.7644, grad_norm: 6.4377 2021-07-03 20:51:09,926 - mmaction - INFO - Epoch [20][2260/3757] lr: 1.000e-02, eta: 6 days, 2:30:47, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3767, top1_acc: 0.4547, top5_acc: 0.7117, loss_cls: 2.3840, loss: 3.7607, grad_norm: 6.3252 2021-07-03 20:51:31,415 - mmaction - INFO - Epoch [20][2280/3757] lr: 1.000e-02, eta: 6 days, 2:30:25, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.4137, top1_acc: 0.4422, top5_acc: 0.6648, loss_cls: 2.5053, loss: 3.9190, grad_norm: 6.5814 2021-07-03 20:51:53,013 - mmaction - INFO - Epoch [20][2300/3757] lr: 1.000e-02, eta: 6 days, 2:30:04, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3544, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.3515, loss: 3.7058, grad_norm: 6.4194 2021-07-03 20:52:15,594 - mmaction - INFO - Epoch [20][2320/3757] lr: 1.000e-02, eta: 6 days, 2:29:50, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 1.3364, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3785, loss: 3.7149, grad_norm: 6.3559 2021-07-03 20:52:37,718 - mmaction - INFO - Epoch [20][2340/3757] lr: 1.000e-02, eta: 6 days, 2:29:32, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.3803, top1_acc: 0.4672, top5_acc: 0.7070, loss_cls: 2.4101, loss: 3.7904, grad_norm: 6.3317 2021-07-03 20:52:58,753 - mmaction - INFO - Epoch [20][2360/3757] lr: 1.000e-02, eta: 6 days, 2:29:07, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3761, top1_acc: 0.4664, top5_acc: 0.6969, loss_cls: 2.3736, loss: 3.7497, grad_norm: 6.3641 2021-07-03 20:53:21,309 - mmaction - INFO - Epoch [20][2380/3757] lr: 1.000e-02, eta: 6 days, 2:28:52, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 1.3508, top1_acc: 0.4594, top5_acc: 0.7109, loss_cls: 2.3281, loss: 3.6788, grad_norm: 6.2724 2021-07-03 20:53:43,236 - mmaction - INFO - Epoch [20][2400/3757] lr: 1.000e-02, eta: 6 days, 2:28:33, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.3846, top1_acc: 0.4461, top5_acc: 0.7094, loss_cls: 2.3838, loss: 3.7685, grad_norm: 6.5486 2021-07-03 20:54:04,445 - mmaction - INFO - Epoch [20][2420/3757] lr: 1.000e-02, eta: 6 days, 2:28:10, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.4047, top1_acc: 0.4336, top5_acc: 0.6875, loss_cls: 2.4782, loss: 3.8829, grad_norm: 6.4679 2021-07-03 20:54:25,449 - mmaction - INFO - Epoch [20][2440/3757] lr: 1.000e-02, eta: 6 days, 2:27:45, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.4349, top1_acc: 0.4398, top5_acc: 0.6789, loss_cls: 2.4900, loss: 3.9248, grad_norm: 6.4883 2021-07-03 20:54:47,251 - mmaction - INFO - Epoch [20][2460/3757] lr: 1.000e-02, eta: 6 days, 2:27:25, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.3705, top1_acc: 0.4516, top5_acc: 0.7039, loss_cls: 2.3789, loss: 3.7494, grad_norm: 6.5034 2021-07-03 20:55:09,087 - mmaction - INFO - Epoch [20][2480/3757] lr: 1.000e-02, eta: 6 days, 2:27:05, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.4024, top1_acc: 0.4375, top5_acc: 0.6844, loss_cls: 2.4870, loss: 3.8893, grad_norm: 6.4447 2021-07-03 20:55:31,471 - mmaction - INFO - Epoch [20][2500/3757] lr: 1.000e-02, eta: 6 days, 2:26:49, time: 1.118, data_time: 0.001, memory: 6921, loss_aux: 1.3871, top1_acc: 0.4492, top5_acc: 0.7000, loss_cls: 2.4225, loss: 3.8096, grad_norm: 6.4428 2021-07-03 20:55:53,075 - mmaction - INFO - Epoch [20][2520/3757] lr: 1.000e-02, eta: 6 days, 2:26:28, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3935, top1_acc: 0.4430, top5_acc: 0.6969, loss_cls: 2.4363, loss: 3.8298, grad_norm: 6.4745 2021-07-03 20:56:14,107 - mmaction - INFO - Epoch [20][2540/3757] lr: 1.000e-02, eta: 6 days, 2:26:03, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3858, top1_acc: 0.4617, top5_acc: 0.7086, loss_cls: 2.3661, loss: 3.7519, grad_norm: 6.5890 2021-07-03 20:56:35,584 - mmaction - INFO - Epoch [20][2560/3757] lr: 1.000e-02, eta: 6 days, 2:25:42, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.4403, top1_acc: 0.4328, top5_acc: 0.6797, loss_cls: 2.4898, loss: 3.9301, grad_norm: 6.4268 2021-07-03 20:56:57,941 - mmaction - INFO - Epoch [20][2580/3757] lr: 1.000e-02, eta: 6 days, 2:25:26, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.3325, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.3295, loss: 3.6620, grad_norm: 6.2973 2021-07-03 20:57:19,608 - mmaction - INFO - Epoch [20][2600/3757] lr: 1.000e-02, eta: 6 days, 2:25:05, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3744, top1_acc: 0.4477, top5_acc: 0.7039, loss_cls: 2.4176, loss: 3.7920, grad_norm: 6.4501 2021-07-03 20:57:42,164 - mmaction - INFO - Epoch [20][2620/3757] lr: 1.000e-02, eta: 6 days, 2:24:50, time: 1.129, data_time: 0.004, memory: 6921, loss_aux: 1.3727, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4526, loss: 3.8253, grad_norm: 6.5208 2021-07-03 20:58:03,347 - mmaction - INFO - Epoch [20][2640/3757] lr: 1.000e-02, eta: 6 days, 2:24:26, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3404, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.3201, loss: 3.6605, grad_norm: 6.1837 2021-07-03 20:58:24,451 - mmaction - INFO - Epoch [20][2660/3757] lr: 1.000e-02, eta: 6 days, 2:24:02, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.4501, top1_acc: 0.4359, top5_acc: 0.6875, loss_cls: 2.4775, loss: 3.9276, grad_norm: 6.5494 2021-07-03 20:58:45,686 - mmaction - INFO - Epoch [20][2680/3757] lr: 1.000e-02, eta: 6 days, 2:23:38, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3895, top1_acc: 0.4367, top5_acc: 0.6898, loss_cls: 2.4490, loss: 3.8386, grad_norm: 6.5105 2021-07-03 20:59:07,520 - mmaction - INFO - Epoch [20][2700/3757] lr: 1.000e-02, eta: 6 days, 2:23:19, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.4073, top1_acc: 0.4641, top5_acc: 0.6953, loss_cls: 2.4473, loss: 3.8545, grad_norm: 6.4161 2021-07-03 20:59:28,888 - mmaction - INFO - Epoch [20][2720/3757] lr: 1.000e-02, eta: 6 days, 2:22:56, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3408, top1_acc: 0.4656, top5_acc: 0.7039, loss_cls: 2.3474, loss: 3.6882, grad_norm: 6.1890 2021-07-03 20:59:50,198 - mmaction - INFO - Epoch [20][2740/3757] lr: 1.000e-02, eta: 6 days, 2:22:33, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4351, top1_acc: 0.4250, top5_acc: 0.6734, loss_cls: 2.5703, loss: 4.0053, grad_norm: 6.3565 2021-07-03 21:00:12,268 - mmaction - INFO - Epoch [20][2760/3757] lr: 1.000e-02, eta: 6 days, 2:22:15, time: 1.104, data_time: 0.005, memory: 6921, loss_aux: 1.3728, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.3924, loss: 3.7652, grad_norm: 6.3886 2021-07-03 21:00:33,790 - mmaction - INFO - Epoch [20][2780/3757] lr: 1.000e-02, eta: 6 days, 2:21:53, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.4370, top1_acc: 0.4344, top5_acc: 0.6836, loss_cls: 2.5034, loss: 3.9404, grad_norm: 6.5705 2021-07-03 21:00:55,038 - mmaction - INFO - Epoch [20][2800/3757] lr: 1.000e-02, eta: 6 days, 2:21:30, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3991, top1_acc: 0.4570, top5_acc: 0.7047, loss_cls: 2.4190, loss: 3.8181, grad_norm: 6.4727 2021-07-03 21:01:16,775 - mmaction - INFO - Epoch [20][2820/3757] lr: 1.000e-02, eta: 6 days, 2:21:10, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.3627, top1_acc: 0.4656, top5_acc: 0.6984, loss_cls: 2.3761, loss: 3.7388, grad_norm: 6.4169 2021-07-03 21:01:38,763 - mmaction - INFO - Epoch [20][2840/3757] lr: 1.000e-02, eta: 6 days, 2:20:51, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.3854, top1_acc: 0.4602, top5_acc: 0.7055, loss_cls: 2.3863, loss: 3.7717, grad_norm: 6.4188 2021-07-03 21:02:00,045 - mmaction - INFO - Epoch [20][2860/3757] lr: 1.000e-02, eta: 6 days, 2:20:28, time: 1.064, data_time: 0.009, memory: 6921, loss_aux: 1.3725, top1_acc: 0.4547, top5_acc: 0.7055, loss_cls: 2.3796, loss: 3.7521, grad_norm: 6.4412 2021-07-03 21:02:21,533 - mmaction - INFO - Epoch [20][2880/3757] lr: 1.000e-02, eta: 6 days, 2:20:06, time: 1.073, data_time: 0.020, memory: 6921, loss_aux: 1.3456, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.3879, loss: 3.7335, grad_norm: 6.1755 2021-07-03 21:02:43,638 - mmaction - INFO - Epoch [20][2900/3757] lr: 1.000e-02, eta: 6 days, 2:19:49, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.4154, top1_acc: 0.4484, top5_acc: 0.6820, loss_cls: 2.5146, loss: 3.9299, grad_norm: 6.3800 2021-07-03 21:03:06,130 - mmaction - INFO - Epoch [20][2920/3757] lr: 1.000e-02, eta: 6 days, 2:19:33, time: 1.125, data_time: 0.002, memory: 6921, loss_aux: 1.3827, top1_acc: 0.4445, top5_acc: 0.6891, loss_cls: 2.4094, loss: 3.7921, grad_norm: 6.1817 2021-07-03 21:03:27,402 - mmaction - INFO - Epoch [20][2940/3757] lr: 1.000e-02, eta: 6 days, 2:19:10, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.4154, top1_acc: 0.4383, top5_acc: 0.6828, loss_cls: 2.4465, loss: 3.8619, grad_norm: 6.3296 2021-07-03 21:03:49,690 - mmaction - INFO - Epoch [20][2960/3757] lr: 1.000e-02, eta: 6 days, 2:18:53, time: 1.115, data_time: 0.005, memory: 6921, loss_aux: 1.3816, top1_acc: 0.4680, top5_acc: 0.6930, loss_cls: 2.4332, loss: 3.8149, grad_norm: 6.3829 2021-07-03 21:04:10,858 - mmaction - INFO - Epoch [20][2980/3757] lr: 1.000e-02, eta: 6 days, 2:18:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3183, top1_acc: 0.4703, top5_acc: 0.7164, loss_cls: 2.3281, loss: 3.6464, grad_norm: 6.2282 2021-07-03 21:04:32,252 - mmaction - INFO - Epoch [20][3000/3757] lr: 1.000e-02, eta: 6 days, 2:18:07, time: 1.071, data_time: 0.007, memory: 6921, loss_aux: 1.3961, top1_acc: 0.4406, top5_acc: 0.6992, loss_cls: 2.4693, loss: 3.8655, grad_norm: 6.3584 2021-07-03 21:04:53,909 - mmaction - INFO - Epoch [20][3020/3757] lr: 1.000e-02, eta: 6 days, 2:17:46, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.4860, top1_acc: 0.4188, top5_acc: 0.6750, loss_cls: 2.6002, loss: 4.0862, grad_norm: 6.6057 2021-07-03 21:05:16,355 - mmaction - INFO - Epoch [20][3040/3757] lr: 1.000e-02, eta: 6 days, 2:17:31, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.3740, top1_acc: 0.4484, top5_acc: 0.6984, loss_cls: 2.4069, loss: 3.7809, grad_norm: 6.5547 2021-07-03 21:05:38,612 - mmaction - INFO - Epoch [20][3060/3757] lr: 1.000e-02, eta: 6 days, 2:17:14, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.4123, top1_acc: 0.4570, top5_acc: 0.6922, loss_cls: 2.4660, loss: 3.8783, grad_norm: 6.4136 2021-07-03 21:06:00,845 - mmaction - INFO - Epoch [20][3080/3757] lr: 1.000e-02, eta: 6 days, 2:16:57, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.4389, top1_acc: 0.4398, top5_acc: 0.6766, loss_cls: 2.5126, loss: 3.9515, grad_norm: 6.4504 2021-07-03 21:06:22,506 - mmaction - INFO - Epoch [20][3100/3757] lr: 1.000e-02, eta: 6 days, 2:16:37, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.3949, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.4216, loss: 3.8165, grad_norm: 6.5350 2021-07-03 21:06:43,796 - mmaction - INFO - Epoch [20][3120/3757] lr: 1.000e-02, eta: 6 days, 2:16:13, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3833, top1_acc: 0.4508, top5_acc: 0.6852, loss_cls: 2.4432, loss: 3.8264, grad_norm: 6.4710 2021-07-03 21:07:04,901 - mmaction - INFO - Epoch [20][3140/3757] lr: 1.000e-02, eta: 6 days, 2:15:49, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3966, top1_acc: 0.4516, top5_acc: 0.6961, loss_cls: 2.4651, loss: 3.8617, grad_norm: 6.3425 2021-07-03 21:07:27,095 - mmaction - INFO - Epoch [20][3160/3757] lr: 1.000e-02, eta: 6 days, 2:15:31, time: 1.108, data_time: 0.001, memory: 6921, loss_aux: 1.3798, top1_acc: 0.4633, top5_acc: 0.6898, loss_cls: 2.4552, loss: 3.8350, grad_norm: 6.4633 2021-07-03 21:07:48,739 - mmaction - INFO - Epoch [20][3180/3757] lr: 1.000e-02, eta: 6 days, 2:15:11, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.4123, top1_acc: 0.4359, top5_acc: 0.6930, loss_cls: 2.4718, loss: 3.8841, grad_norm: 6.5408 2021-07-03 21:08:11,304 - mmaction - INFO - Epoch [20][3200/3757] lr: 1.000e-02, eta: 6 days, 2:14:56, time: 1.130, data_time: 0.006, memory: 6921, loss_aux: 1.3473, top1_acc: 0.4625, top5_acc: 0.7086, loss_cls: 2.3694, loss: 3.7166, grad_norm: 6.2071 2021-07-03 21:08:32,925 - mmaction - INFO - Epoch [20][3220/3757] lr: 1.000e-02, eta: 6 days, 2:14:35, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.3526, top1_acc: 0.4625, top5_acc: 0.7172, loss_cls: 2.3716, loss: 3.7242, grad_norm: 6.3501 2021-07-03 21:08:53,931 - mmaction - INFO - Epoch [20][3240/3757] lr: 1.000e-02, eta: 6 days, 2:14:10, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3698, top1_acc: 0.4531, top5_acc: 0.7102, loss_cls: 2.3987, loss: 3.7685, grad_norm: 6.4102 2021-07-03 21:09:15,870 - mmaction - INFO - Epoch [20][3260/3757] lr: 1.000e-02, eta: 6 days, 2:13:51, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.3991, top1_acc: 0.4578, top5_acc: 0.6977, loss_cls: 2.4162, loss: 3.8153, grad_norm: 6.2889 2021-07-03 21:09:38,096 - mmaction - INFO - Epoch [20][3280/3757] lr: 1.000e-02, eta: 6 days, 2:13:34, time: 1.114, data_time: 0.007, memory: 6921, loss_aux: 1.3845, top1_acc: 0.4523, top5_acc: 0.6945, loss_cls: 2.4329, loss: 3.8174, grad_norm: 6.2227 2021-07-03 21:10:00,103 - mmaction - INFO - Epoch [20][3300/3757] lr: 1.000e-02, eta: 6 days, 2:13:16, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.3841, top1_acc: 0.4609, top5_acc: 0.6992, loss_cls: 2.3632, loss: 3.7473, grad_norm: 6.3251 2021-07-03 21:10:21,887 - mmaction - INFO - Epoch [20][3320/3757] lr: 1.000e-02, eta: 6 days, 2:12:56, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.4317, top1_acc: 0.4508, top5_acc: 0.6711, loss_cls: 2.4637, loss: 3.8954, grad_norm: 6.3708 2021-07-03 21:10:43,243 - mmaction - INFO - Epoch [20][3340/3757] lr: 1.000e-02, eta: 6 days, 2:12:33, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3655, top1_acc: 0.4578, top5_acc: 0.6937, loss_cls: 2.4192, loss: 3.7847, grad_norm: 6.4075 2021-07-03 21:11:04,450 - mmaction - INFO - Epoch [20][3360/3757] lr: 1.000e-02, eta: 6 days, 2:12:09, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4165, top1_acc: 0.4445, top5_acc: 0.6836, loss_cls: 2.4873, loss: 3.9038, grad_norm: 6.4051 2021-07-03 21:11:26,770 - mmaction - INFO - Epoch [20][3380/3757] lr: 1.000e-02, eta: 6 days, 2:11:53, time: 1.116, data_time: 0.028, memory: 6921, loss_aux: 1.3863, top1_acc: 0.4813, top5_acc: 0.7016, loss_cls: 2.4006, loss: 3.7868, grad_norm: 6.2626 2021-07-03 21:11:48,541 - mmaction - INFO - Epoch [20][3400/3757] lr: 1.000e-02, eta: 6 days, 2:11:33, time: 1.089, data_time: 0.017, memory: 6921, loss_aux: 1.4073, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.4395, loss: 3.8468, grad_norm: 6.5030 2021-07-03 21:12:10,316 - mmaction - INFO - Epoch [20][3420/3757] lr: 1.000e-02, eta: 6 days, 2:11:13, time: 1.088, data_time: 0.025, memory: 6921, loss_aux: 1.3575, top1_acc: 0.4508, top5_acc: 0.7055, loss_cls: 2.3754, loss: 3.7329, grad_norm: 6.2078 2021-07-03 21:12:32,575 - mmaction - INFO - Epoch [20][3440/3757] lr: 1.000e-02, eta: 6 days, 2:10:56, time: 1.112, data_time: 0.054, memory: 6921, loss_aux: 1.3703, top1_acc: 0.4648, top5_acc: 0.6937, loss_cls: 2.3955, loss: 3.7657, grad_norm: 6.4548 2021-07-03 21:12:53,746 - mmaction - INFO - Epoch [20][3460/3757] lr: 1.000e-02, eta: 6 days, 2:10:32, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3502, top1_acc: 0.4586, top5_acc: 0.6930, loss_cls: 2.3778, loss: 3.7281, grad_norm: 6.2608 2021-07-03 21:13:15,451 - mmaction - INFO - Epoch [20][3480/3757] lr: 1.000e-02, eta: 6 days, 2:10:12, time: 1.084, data_time: 0.043, memory: 6921, loss_aux: 1.4058, top1_acc: 0.4367, top5_acc: 0.7039, loss_cls: 2.4120, loss: 3.8179, grad_norm: 6.3784 2021-07-03 21:13:37,096 - mmaction - INFO - Epoch [20][3500/3757] lr: 1.000e-02, eta: 6 days, 2:09:51, time: 1.083, data_time: 0.025, memory: 6921, loss_aux: 1.4064, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.3927, loss: 3.7991, grad_norm: 6.3714 2021-07-03 21:13:58,802 - mmaction - INFO - Epoch [20][3520/3757] lr: 1.000e-02, eta: 6 days, 2:09:31, time: 1.086, data_time: 0.040, memory: 6921, loss_aux: 1.3812, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.3718, loss: 3.7529, grad_norm: 6.4788 2021-07-03 21:14:20,550 - mmaction - INFO - Epoch [20][3540/3757] lr: 1.000e-02, eta: 6 days, 2:09:10, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 1.4224, top1_acc: 0.4297, top5_acc: 0.6883, loss_cls: 2.5242, loss: 3.9466, grad_norm: 6.4371 2021-07-03 21:14:42,429 - mmaction - INFO - Epoch [20][3560/3757] lr: 1.000e-02, eta: 6 days, 2:08:51, time: 1.097, data_time: 0.006, memory: 6921, loss_aux: 1.4131, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.4196, loss: 3.8326, grad_norm: 6.3857 2021-07-03 21:15:03,801 - mmaction - INFO - Epoch [20][3580/3757] lr: 1.000e-02, eta: 6 days, 2:08:28, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.4446, top1_acc: 0.4508, top5_acc: 0.6945, loss_cls: 2.5148, loss: 3.9593, grad_norm: 6.5607 2021-07-03 21:15:25,498 - mmaction - INFO - Epoch [20][3600/3757] lr: 1.000e-02, eta: 6 days, 2:08:08, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.4099, top1_acc: 0.4484, top5_acc: 0.7086, loss_cls: 2.4227, loss: 3.8326, grad_norm: 6.3521 2021-07-03 21:15:47,569 - mmaction - INFO - Epoch [20][3620/3757] lr: 1.000e-02, eta: 6 days, 2:07:50, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.4564, top1_acc: 0.4297, top5_acc: 0.6687, loss_cls: 2.5730, loss: 4.0294, grad_norm: 6.2558 2021-07-03 21:16:08,707 - mmaction - INFO - Epoch [20][3640/3757] lr: 1.000e-02, eta: 6 days, 2:07:26, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.4174, top1_acc: 0.4437, top5_acc: 0.6914, loss_cls: 2.4681, loss: 3.8856, grad_norm: 6.6193 2021-07-03 21:16:30,896 - mmaction - INFO - Epoch [20][3660/3757] lr: 1.000e-02, eta: 6 days, 2:07:08, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.3489, top1_acc: 0.4727, top5_acc: 0.7070, loss_cls: 2.3486, loss: 3.6975, grad_norm: 6.4170 2021-07-03 21:16:52,731 - mmaction - INFO - Epoch [20][3680/3757] lr: 1.000e-02, eta: 6 days, 2:06:49, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 1.4291, top1_acc: 0.4523, top5_acc: 0.6781, loss_cls: 2.5079, loss: 3.9370, grad_norm: 6.3896 2021-07-03 21:17:14,589 - mmaction - INFO - Epoch [20][3700/3757] lr: 1.000e-02, eta: 6 days, 2:06:30, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.4077, top1_acc: 0.4367, top5_acc: 0.6867, loss_cls: 2.4506, loss: 3.8582, grad_norm: 6.2787 2021-07-03 21:17:35,590 - mmaction - INFO - Epoch [20][3720/3757] lr: 1.000e-02, eta: 6 days, 2:06:05, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3599, top1_acc: 0.4680, top5_acc: 0.7086, loss_cls: 2.3625, loss: 3.7224, grad_norm: 6.1258 2021-07-03 21:17:57,897 - mmaction - INFO - Epoch [20][3740/3757] lr: 1.000e-02, eta: 6 days, 2:05:48, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.3725, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3558, loss: 3.7283, grad_norm: 6.4199 2021-07-03 21:18:16,302 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-07-03 21:23:07,882 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-03 21:23:08,719 - mmaction - INFO - top1_acc 0.5564 top5_acc 0.8071 2021-07-03 21:23:08,720 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-03 21:23:08,757 - mmaction - INFO - mean_acc 0.5563 2021-07-03 21:23:08,766 - mmaction - INFO - Epoch(val) [20][310] top1_acc: 0.5564, top5_acc: 0.8071, mean_class_accuracy: 0.5563 2021-07-03 21:24:10,719 - mmaction - INFO - Epoch [21][20/3757] lr: 1.000e-02, eta: 6 days, 2:07:31, time: 3.097, data_time: 2.064, memory: 6921, loss_aux: 1.3703, top1_acc: 0.4594, top5_acc: 0.7141, loss_cls: 2.3441, loss: 3.7143, grad_norm: 6.3449 2021-07-03 21:24:32,339 - mmaction - INFO - Epoch [21][40/3757] lr: 1.000e-02, eta: 6 days, 2:07:10, time: 1.081, data_time: 0.051, memory: 6921, loss_aux: 1.3389, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.3333, loss: 3.6722, grad_norm: 6.3165 2021-07-03 21:24:54,485 - mmaction - INFO - Epoch [21][60/3757] lr: 1.000e-02, eta: 6 days, 2:06:53, time: 1.105, data_time: 0.075, memory: 6921, loss_aux: 1.3706, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.3961, loss: 3.7667, grad_norm: 6.2556 2021-07-03 21:25:17,222 - mmaction - INFO - Epoch [21][80/3757] lr: 1.000e-02, eta: 6 days, 2:06:39, time: 1.139, data_time: 0.004, memory: 6921, loss_aux: 1.3593, top1_acc: 0.4805, top5_acc: 0.7148, loss_cls: 2.3287, loss: 3.6880, grad_norm: 6.4334 2021-07-03 21:25:38,220 - mmaction - INFO - Epoch [21][100/3757] lr: 1.000e-02, eta: 6 days, 2:06:14, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.4127, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.4870, loss: 3.8998, grad_norm: 6.5056 2021-07-03 21:25:59,384 - mmaction - INFO - Epoch [21][120/3757] lr: 1.000e-02, eta: 6 days, 2:05:50, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4107, top1_acc: 0.4461, top5_acc: 0.6891, loss_cls: 2.4457, loss: 3.8565, grad_norm: 6.5198 2021-07-03 21:26:21,117 - mmaction - INFO - Epoch [21][140/3757] lr: 1.000e-02, eta: 6 days, 2:05:29, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3949, top1_acc: 0.4367, top5_acc: 0.6961, loss_cls: 2.4023, loss: 3.7971, grad_norm: 6.4605 2021-07-03 21:26:42,265 - mmaction - INFO - Epoch [21][160/3757] lr: 1.000e-02, eta: 6 days, 2:05:06, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3573, top1_acc: 0.4648, top5_acc: 0.6977, loss_cls: 2.3839, loss: 3.7412, grad_norm: 6.3541 2021-07-03 21:27:04,787 - mmaction - INFO - Epoch [21][180/3757] lr: 1.000e-02, eta: 6 days, 2:04:50, time: 1.124, data_time: 0.002, memory: 6921, loss_aux: 1.3577, top1_acc: 0.4555, top5_acc: 0.7086, loss_cls: 2.3268, loss: 3.6846, grad_norm: 6.4657 2021-07-03 21:27:26,023 - mmaction - INFO - Epoch [21][200/3757] lr: 1.000e-02, eta: 6 days, 2:04:27, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.4147, top1_acc: 0.4398, top5_acc: 0.6969, loss_cls: 2.4517, loss: 3.8665, grad_norm: 6.6539 2021-07-03 21:27:47,423 - mmaction - INFO - Epoch [21][220/3757] lr: 1.000e-02, eta: 6 days, 2:04:04, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3646, top1_acc: 0.4547, top5_acc: 0.7180, loss_cls: 2.3394, loss: 3.7040, grad_norm: 6.3573 2021-07-03 21:28:09,495 - mmaction - INFO - Epoch [21][240/3757] lr: 1.000e-02, eta: 6 days, 2:03:46, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.4144, top1_acc: 0.4922, top5_acc: 0.6875, loss_cls: 2.3809, loss: 3.7953, grad_norm: 6.1858 2021-07-03 21:28:30,570 - mmaction - INFO - Epoch [21][260/3757] lr: 1.000e-02, eta: 6 days, 2:03:21, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.3871, top1_acc: 0.4609, top5_acc: 0.6813, loss_cls: 2.4301, loss: 3.8172, grad_norm: 6.2944 2021-07-03 21:28:52,164 - mmaction - INFO - Epoch [21][280/3757] lr: 1.000e-02, eta: 6 days, 2:03:00, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.3583, top1_acc: 0.4773, top5_acc: 0.7055, loss_cls: 2.3250, loss: 3.6833, grad_norm: 6.2939 2021-07-03 21:29:15,295 - mmaction - INFO - Epoch [21][300/3757] lr: 1.000e-02, eta: 6 days, 2:02:49, time: 1.158, data_time: 0.071, memory: 6921, loss_aux: 1.3317, top1_acc: 0.4742, top5_acc: 0.7188, loss_cls: 2.2910, loss: 3.6227, grad_norm: 6.4001 2021-07-03 21:29:36,410 - mmaction - INFO - Epoch [21][320/3757] lr: 1.000e-02, eta: 6 days, 2:02:25, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.3507, top1_acc: 0.4633, top5_acc: 0.6961, loss_cls: 2.3602, loss: 3.7109, grad_norm: 6.4483 2021-07-03 21:29:58,350 - mmaction - INFO - Epoch [21][340/3757] lr: 1.000e-02, eta: 6 days, 2:02:06, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.3921, top1_acc: 0.4625, top5_acc: 0.6906, loss_cls: 2.4032, loss: 3.7953, grad_norm: 6.4246 2021-07-03 21:30:19,510 - mmaction - INFO - Epoch [21][360/3757] lr: 1.000e-02, eta: 6 days, 2:01:42, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3307, top1_acc: 0.5039, top5_acc: 0.7211, loss_cls: 2.2415, loss: 3.5722, grad_norm: 6.1838 2021-07-03 21:30:40,793 - mmaction - INFO - Epoch [21][380/3757] lr: 1.000e-02, eta: 6 days, 2:01:19, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3632, top1_acc: 0.4648, top5_acc: 0.6930, loss_cls: 2.3666, loss: 3.7298, grad_norm: 6.4076 2021-07-03 21:31:02,881 - mmaction - INFO - Epoch [21][400/3757] lr: 1.000e-02, eta: 6 days, 2:01:00, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.3519, top1_acc: 0.4578, top5_acc: 0.7234, loss_cls: 2.3373, loss: 3.6891, grad_norm: 6.5298 2021-07-03 21:31:24,087 - mmaction - INFO - Epoch [21][420/3757] lr: 1.000e-02, eta: 6 days, 2:00:37, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3870, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4539, loss: 3.8409, grad_norm: 6.4950 2021-07-03 21:31:45,060 - mmaction - INFO - Epoch [21][440/3757] lr: 1.000e-02, eta: 6 days, 2:00:12, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3804, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.4318, loss: 3.8123, grad_norm: 6.3647 2021-07-03 21:32:07,280 - mmaction - INFO - Epoch [21][460/3757] lr: 1.000e-02, eta: 6 days, 1:59:54, time: 1.111, data_time: 0.001, memory: 6921, loss_aux: 1.3760, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.4081, loss: 3.7841, grad_norm: 6.3972 2021-07-03 21:32:28,239 - mmaction - INFO - Epoch [21][480/3757] lr: 1.000e-02, eta: 6 days, 1:59:29, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.4182, top1_acc: 0.4570, top5_acc: 0.6859, loss_cls: 2.4935, loss: 3.9117, grad_norm: 6.3087 2021-07-03 21:32:49,481 - mmaction - INFO - Epoch [21][500/3757] lr: 1.000e-02, eta: 6 days, 1:59:06, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.4024, top1_acc: 0.4516, top5_acc: 0.6953, loss_cls: 2.4430, loss: 3.8454, grad_norm: 6.4261 2021-07-03 21:33:11,422 - mmaction - INFO - Epoch [21][520/3757] lr: 1.000e-02, eta: 6 days, 1:58:47, time: 1.097, data_time: 0.045, memory: 6921, loss_aux: 1.3851, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.4148, loss: 3.7999, grad_norm: 6.4347 2021-07-03 21:33:32,645 - mmaction - INFO - Epoch [21][540/3757] lr: 1.000e-02, eta: 6 days, 1:58:23, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3229, top1_acc: 0.4805, top5_acc: 0.7180, loss_cls: 2.2903, loss: 3.6132, grad_norm: 6.2066 2021-07-03 21:33:53,758 - mmaction - INFO - Epoch [21][560/3757] lr: 1.000e-02, eta: 6 days, 1:57:58, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3847, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3519, loss: 3.7367, grad_norm: 6.3313 2021-07-03 21:34:15,036 - mmaction - INFO - Epoch [21][580/3757] lr: 1.000e-02, eta: 6 days, 1:57:35, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.3589, top1_acc: 0.4602, top5_acc: 0.7102, loss_cls: 2.3602, loss: 3.7191, grad_norm: 6.3710 2021-07-03 21:34:36,132 - mmaction - INFO - Epoch [21][600/3757] lr: 1.000e-02, eta: 6 days, 1:57:11, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3445, top1_acc: 0.4789, top5_acc: 0.7070, loss_cls: 2.3268, loss: 3.6713, grad_norm: 6.2853 2021-07-03 21:34:57,702 - mmaction - INFO - Epoch [21][620/3757] lr: 1.000e-02, eta: 6 days, 1:56:50, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3511, top1_acc: 0.4742, top5_acc: 0.6992, loss_cls: 2.3467, loss: 3.6978, grad_norm: 6.3430 2021-07-03 21:35:18,857 - mmaction - INFO - Epoch [21][640/3757] lr: 1.000e-02, eta: 6 days, 1:56:26, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3931, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.4182, loss: 3.8114, grad_norm: 6.3787 2021-07-03 21:35:40,357 - mmaction - INFO - Epoch [21][660/3757] lr: 1.000e-02, eta: 6 days, 1:56:04, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.4050, top1_acc: 0.4430, top5_acc: 0.6961, loss_cls: 2.4297, loss: 3.8347, grad_norm: 6.4210 2021-07-03 21:36:02,006 - mmaction - INFO - Epoch [21][680/3757] lr: 1.000e-02, eta: 6 days, 1:55:43, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.3969, top1_acc: 0.4492, top5_acc: 0.6906, loss_cls: 2.3765, loss: 3.7735, grad_norm: 6.5008 2021-07-03 21:36:23,338 - mmaction - INFO - Epoch [21][700/3757] lr: 1.000e-02, eta: 6 days, 1:55:20, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3879, top1_acc: 0.4570, top5_acc: 0.6914, loss_cls: 2.4111, loss: 3.7990, grad_norm: 6.5043 2021-07-03 21:36:44,513 - mmaction - INFO - Epoch [21][720/3757] lr: 1.000e-02, eta: 6 days, 1:54:56, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.4122, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4479, loss: 3.8601, grad_norm: 6.7046 2021-07-03 21:37:05,912 - mmaction - INFO - Epoch [21][740/3757] lr: 1.000e-02, eta: 6 days, 1:54:34, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.4084, top1_acc: 0.4422, top5_acc: 0.6836, loss_cls: 2.4765, loss: 3.8849, grad_norm: 6.5855 2021-07-03 21:37:27,262 - mmaction - INFO - Epoch [21][760/3757] lr: 1.000e-02, eta: 6 days, 1:54:11, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3461, top1_acc: 0.4609, top5_acc: 0.7047, loss_cls: 2.3606, loss: 3.7067, grad_norm: 6.4048 2021-07-03 21:37:48,866 - mmaction - INFO - Epoch [21][780/3757] lr: 1.000e-02, eta: 6 days, 1:53:50, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.3696, top1_acc: 0.4469, top5_acc: 0.7125, loss_cls: 2.3729, loss: 3.7425, grad_norm: 6.4670 2021-07-03 21:38:10,167 - mmaction - INFO - Epoch [21][800/3757] lr: 1.000e-02, eta: 6 days, 1:53:27, time: 1.066, data_time: 0.014, memory: 6921, loss_aux: 1.4266, top1_acc: 0.4297, top5_acc: 0.6953, loss_cls: 2.4962, loss: 3.9228, grad_norm: 6.3974 2021-07-03 21:38:32,192 - mmaction - INFO - Epoch [21][820/3757] lr: 1.000e-02, eta: 6 days, 1:53:08, time: 1.101, data_time: 0.051, memory: 6921, loss_aux: 1.4304, top1_acc: 0.4250, top5_acc: 0.6859, loss_cls: 2.5137, loss: 3.9441, grad_norm: 6.4873 2021-07-03 21:38:53,818 - mmaction - INFO - Epoch [21][840/3757] lr: 1.000e-02, eta: 6 days, 1:52:47, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.3823, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.4163, loss: 3.7985, grad_norm: 6.4377 2021-07-03 21:39:15,925 - mmaction - INFO - Epoch [21][860/3757] lr: 1.000e-02, eta: 6 days, 1:52:29, time: 1.103, data_time: 0.001, memory: 6921, loss_aux: 1.3623, top1_acc: 0.4555, top5_acc: 0.7109, loss_cls: 2.3808, loss: 3.7431, grad_norm: 6.3945 2021-07-03 21:39:37,975 - mmaction - INFO - Epoch [21][880/3757] lr: 1.000e-02, eta: 6 days, 1:52:11, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 1.3747, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.3740, loss: 3.7488, grad_norm: 6.6080 2021-07-03 21:39:59,037 - mmaction - INFO - Epoch [21][900/3757] lr: 1.000e-02, eta: 6 days, 1:51:46, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4200, top1_acc: 0.4492, top5_acc: 0.6805, loss_cls: 2.4880, loss: 3.9080, grad_norm: 6.4817 2021-07-03 21:40:20,869 - mmaction - INFO - Epoch [21][920/3757] lr: 1.000e-02, eta: 6 days, 1:51:27, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.3996, top1_acc: 0.4336, top5_acc: 0.6805, loss_cls: 2.4815, loss: 3.8811, grad_norm: 6.5833 2021-07-03 21:40:42,314 - mmaction - INFO - Epoch [21][940/3757] lr: 1.000e-02, eta: 6 days, 1:51:04, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3822, top1_acc: 0.4430, top5_acc: 0.6898, loss_cls: 2.4750, loss: 3.8572, grad_norm: 6.6333 2021-07-03 21:41:03,829 - mmaction - INFO - Epoch [21][960/3757] lr: 1.000e-02, eta: 6 days, 1:50:43, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.3639, top1_acc: 0.4578, top5_acc: 0.7016, loss_cls: 2.3756, loss: 3.7395, grad_norm: 6.3878 2021-07-03 21:41:24,989 - mmaction - INFO - Epoch [21][980/3757] lr: 1.000e-02, eta: 6 days, 1:50:19, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.4396, top1_acc: 0.4422, top5_acc: 0.6820, loss_cls: 2.4951, loss: 3.9347, grad_norm: 6.4464 2021-07-03 21:41:46,154 - mmaction - INFO - Epoch [21][1000/3757] lr: 1.000e-02, eta: 6 days, 1:49:55, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3154, top1_acc: 0.4680, top5_acc: 0.7195, loss_cls: 2.3055, loss: 3.6209, grad_norm: 6.3562 2021-07-03 21:42:07,783 - mmaction - INFO - Epoch [21][1020/3757] lr: 1.000e-02, eta: 6 days, 1:49:34, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.4109, top1_acc: 0.4477, top5_acc: 0.6828, loss_cls: 2.4615, loss: 3.8724, grad_norm: 6.3204 2021-07-03 21:42:29,211 - mmaction - INFO - Epoch [21][1040/3757] lr: 1.000e-02, eta: 6 days, 1:49:12, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.4214, top1_acc: 0.4375, top5_acc: 0.6992, loss_cls: 2.4994, loss: 3.9207, grad_norm: 6.4264 2021-07-03 21:42:50,895 - mmaction - INFO - Epoch [21][1060/3757] lr: 1.000e-02, eta: 6 days, 1:48:51, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3565, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3489, loss: 3.7053, grad_norm: 6.2847 2021-07-03 21:43:12,899 - mmaction - INFO - Epoch [21][1080/3757] lr: 1.000e-02, eta: 6 days, 1:48:32, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.3437, top1_acc: 0.4523, top5_acc: 0.7102, loss_cls: 2.3071, loss: 3.6508, grad_norm: 6.2742 2021-07-03 21:43:34,065 - mmaction - INFO - Epoch [21][1100/3757] lr: 1.000e-02, eta: 6 days, 1:48:08, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3676, top1_acc: 0.4617, top5_acc: 0.6820, loss_cls: 2.3850, loss: 3.7526, grad_norm: 6.2794 2021-07-03 21:43:55,287 - mmaction - INFO - Epoch [21][1120/3757] lr: 1.000e-02, eta: 6 days, 1:47:45, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3952, top1_acc: 0.4492, top5_acc: 0.7039, loss_cls: 2.4448, loss: 3.8400, grad_norm: 6.5249 2021-07-03 21:44:16,978 - mmaction - INFO - Epoch [21][1140/3757] lr: 1.000e-02, eta: 6 days, 1:47:24, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.3592, top1_acc: 0.4703, top5_acc: 0.6977, loss_cls: 2.3497, loss: 3.7089, grad_norm: 6.5082 2021-07-03 21:44:39,272 - mmaction - INFO - Epoch [21][1160/3757] lr: 1.000e-02, eta: 6 days, 1:47:07, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 1.3912, top1_acc: 0.4523, top5_acc: 0.7016, loss_cls: 2.4091, loss: 3.8003, grad_norm: 6.3898 2021-07-03 21:45:00,398 - mmaction - INFO - Epoch [21][1180/3757] lr: 1.000e-02, eta: 6 days, 1:46:43, time: 1.059, data_time: 0.008, memory: 6921, loss_aux: 1.3693, top1_acc: 0.4656, top5_acc: 0.7070, loss_cls: 2.3551, loss: 3.7244, grad_norm: 6.4013 2021-07-03 21:45:22,083 - mmaction - INFO - Epoch [21][1200/3757] lr: 1.000e-02, eta: 6 days, 1:46:23, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.4085, top1_acc: 0.4430, top5_acc: 0.6891, loss_cls: 2.4677, loss: 3.8762, grad_norm: 6.5141 2021-07-03 21:45:43,325 - mmaction - INFO - Epoch [21][1220/3757] lr: 1.000e-02, eta: 6 days, 1:45:59, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3893, top1_acc: 0.4516, top5_acc: 0.6766, loss_cls: 2.4797, loss: 3.8690, grad_norm: 6.2138 2021-07-03 21:46:04,377 - mmaction - INFO - Epoch [21][1240/3757] lr: 1.000e-02, eta: 6 days, 1:45:34, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.4438, top1_acc: 0.4320, top5_acc: 0.6859, loss_cls: 2.4871, loss: 3.9309, grad_norm: 6.4421 2021-07-03 21:46:26,079 - mmaction - INFO - Epoch [21][1260/3757] lr: 1.000e-02, eta: 6 days, 1:45:14, time: 1.087, data_time: 0.026, memory: 6921, loss_aux: 1.4196, top1_acc: 0.4492, top5_acc: 0.6969, loss_cls: 2.4294, loss: 3.8490, grad_norm: 6.5161 2021-07-03 21:46:47,702 - mmaction - INFO - Epoch [21][1280/3757] lr: 1.000e-02, eta: 6 days, 1:44:53, time: 1.079, data_time: 0.011, memory: 6921, loss_aux: 1.4274, top1_acc: 0.4336, top5_acc: 0.6711, loss_cls: 2.5011, loss: 3.9284, grad_norm: 6.6673 2021-07-03 21:47:08,920 - mmaction - INFO - Epoch [21][1300/3757] lr: 1.000e-02, eta: 6 days, 1:44:29, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3774, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.3748, loss: 3.7523, grad_norm: 6.4635 2021-07-03 21:47:31,149 - mmaction - INFO - Epoch [21][1320/3757] lr: 1.000e-02, eta: 6 days, 1:44:12, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.3895, top1_acc: 0.4562, top5_acc: 0.6977, loss_cls: 2.4537, loss: 3.8432, grad_norm: 6.4744 2021-07-03 21:47:52,390 - mmaction - INFO - Epoch [21][1340/3757] lr: 1.000e-02, eta: 6 days, 1:43:49, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4092, top1_acc: 0.4469, top5_acc: 0.6828, loss_cls: 2.4523, loss: 3.8615, grad_norm: 6.4812 2021-07-03 21:48:13,509 - mmaction - INFO - Epoch [21][1360/3757] lr: 1.000e-02, eta: 6 days, 1:43:25, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3849, top1_acc: 0.4555, top5_acc: 0.7031, loss_cls: 2.4034, loss: 3.7883, grad_norm: 6.2623 2021-07-03 21:48:35,506 - mmaction - INFO - Epoch [21][1380/3757] lr: 1.000e-02, eta: 6 days, 1:43:06, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 1.3831, top1_acc: 0.4414, top5_acc: 0.6992, loss_cls: 2.4359, loss: 3.8190, grad_norm: 6.3869 2021-07-03 21:48:57,552 - mmaction - INFO - Epoch [21][1400/3757] lr: 1.000e-02, eta: 6 days, 1:42:47, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.3720, top1_acc: 0.4703, top5_acc: 0.6961, loss_cls: 2.3737, loss: 3.7457, grad_norm: 6.3573 2021-07-03 21:49:18,858 - mmaction - INFO - Epoch [21][1420/3757] lr: 1.000e-02, eta: 6 days, 1:42:24, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3780, top1_acc: 0.4422, top5_acc: 0.6867, loss_cls: 2.4372, loss: 3.8152, grad_norm: 6.5852 2021-07-03 21:49:39,998 - mmaction - INFO - Epoch [21][1440/3757] lr: 1.000e-02, eta: 6 days, 1:42:00, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3949, top1_acc: 0.4445, top5_acc: 0.6875, loss_cls: 2.4924, loss: 3.8872, grad_norm: 6.6790 2021-07-03 21:50:01,996 - mmaction - INFO - Epoch [21][1460/3757] lr: 1.000e-02, eta: 6 days, 1:41:42, time: 1.100, data_time: 0.001, memory: 6921, loss_aux: 1.3554, top1_acc: 0.4688, top5_acc: 0.7125, loss_cls: 2.3653, loss: 3.7207, grad_norm: 6.3593 2021-07-03 21:50:23,304 - mmaction - INFO - Epoch [21][1480/3757] lr: 1.000e-02, eta: 6 days, 1:41:18, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4158, top1_acc: 0.4453, top5_acc: 0.6875, loss_cls: 2.4815, loss: 3.8973, grad_norm: 6.5615 2021-07-03 21:50:44,542 - mmaction - INFO - Epoch [21][1500/3757] lr: 1.000e-02, eta: 6 days, 1:40:55, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3840, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3895, loss: 3.7735, grad_norm: 6.3538 2021-07-03 21:51:05,704 - mmaction - INFO - Epoch [21][1520/3757] lr: 1.000e-02, eta: 6 days, 1:40:31, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.4612, top1_acc: 0.4492, top5_acc: 0.6773, loss_cls: 2.5192, loss: 3.9804, grad_norm: 6.4919 2021-07-03 21:51:27,607 - mmaction - INFO - Epoch [21][1540/3757] lr: 1.000e-02, eta: 6 days, 1:40:12, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.3749, top1_acc: 0.4586, top5_acc: 0.7078, loss_cls: 2.3853, loss: 3.7602, grad_norm: 6.5033 2021-07-03 21:51:49,584 - mmaction - INFO - Epoch [21][1560/3757] lr: 1.000e-02, eta: 6 days, 1:39:53, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.3749, top1_acc: 0.4633, top5_acc: 0.6898, loss_cls: 2.4092, loss: 3.7842, grad_norm: 6.3767 2021-07-03 21:52:10,668 - mmaction - INFO - Epoch [21][1580/3757] lr: 1.000e-02, eta: 6 days, 1:39:29, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3732, top1_acc: 0.4516, top5_acc: 0.6844, loss_cls: 2.4816, loss: 3.8547, grad_norm: 6.5259 2021-07-03 21:52:31,990 - mmaction - INFO - Epoch [21][1600/3757] lr: 1.000e-02, eta: 6 days, 1:39:06, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.4135, top1_acc: 0.4328, top5_acc: 0.6805, loss_cls: 2.4676, loss: 3.8810, grad_norm: 6.3174 2021-07-03 21:52:53,340 - mmaction - INFO - Epoch [21][1620/3757] lr: 1.000e-02, eta: 6 days, 1:38:43, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3744, top1_acc: 0.4602, top5_acc: 0.6977, loss_cls: 2.3851, loss: 3.7594, grad_norm: 6.3672 2021-07-03 21:53:14,798 - mmaction - INFO - Epoch [21][1640/3757] lr: 1.000e-02, eta: 6 days, 1:38:21, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.3469, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.2943, loss: 3.6412, grad_norm: 6.1873 2021-07-03 21:53:37,266 - mmaction - INFO - Epoch [21][1660/3757] lr: 1.000e-02, eta: 6 days, 1:38:05, time: 1.124, data_time: 0.019, memory: 6921, loss_aux: 1.4032, top1_acc: 0.4437, top5_acc: 0.7023, loss_cls: 2.4406, loss: 3.8438, grad_norm: 6.4769 2021-07-03 21:53:58,469 - mmaction - INFO - Epoch [21][1680/3757] lr: 1.000e-02, eta: 6 days, 1:37:41, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3421, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.3422, loss: 3.6843, grad_norm: 6.2887 2021-07-03 21:54:19,567 - mmaction - INFO - Epoch [21][1700/3757] lr: 1.000e-02, eta: 6 days, 1:37:17, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.4090, top1_acc: 0.4453, top5_acc: 0.6922, loss_cls: 2.4505, loss: 3.8595, grad_norm: 6.4768 2021-07-03 21:54:41,596 - mmaction - INFO - Epoch [21][1720/3757] lr: 1.000e-02, eta: 6 days, 1:36:59, time: 1.104, data_time: 0.056, memory: 6921, loss_aux: 1.3894, top1_acc: 0.4500, top5_acc: 0.6992, loss_cls: 2.4505, loss: 3.8399, grad_norm: 6.5221 2021-07-03 21:55:02,743 - mmaction - INFO - Epoch [21][1740/3757] lr: 1.000e-02, eta: 6 days, 1:36:35, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.4159, top1_acc: 0.4406, top5_acc: 0.6961, loss_cls: 2.4832, loss: 3.8992, grad_norm: 6.4627 2021-07-03 21:55:24,126 - mmaction - INFO - Epoch [21][1760/3757] lr: 1.000e-02, eta: 6 days, 1:36:12, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3905, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4330, loss: 3.8236, grad_norm: 6.3524 2021-07-03 21:55:45,555 - mmaction - INFO - Epoch [21][1780/3757] lr: 1.000e-02, eta: 6 days, 1:35:50, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.4241, top1_acc: 0.4430, top5_acc: 0.6781, loss_cls: 2.5391, loss: 3.9632, grad_norm: 6.4071 2021-07-03 21:56:07,215 - mmaction - INFO - Epoch [21][1800/3757] lr: 1.000e-02, eta: 6 days, 1:35:29, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3930, top1_acc: 0.4367, top5_acc: 0.6953, loss_cls: 2.4280, loss: 3.8210, grad_norm: 6.4564 2021-07-03 21:56:29,196 - mmaction - INFO - Epoch [21][1820/3757] lr: 1.000e-02, eta: 6 days, 1:35:10, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.3937, top1_acc: 0.4648, top5_acc: 0.6875, loss_cls: 2.4080, loss: 3.8017, grad_norm: 6.2787 2021-07-03 21:56:50,283 - mmaction - INFO - Epoch [21][1840/3757] lr: 1.000e-02, eta: 6 days, 1:34:46, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3942, top1_acc: 0.4711, top5_acc: 0.6852, loss_cls: 2.4114, loss: 3.8056, grad_norm: 6.3123 2021-07-03 21:57:11,853 - mmaction - INFO - Epoch [21][1860/3757] lr: 1.000e-02, eta: 6 days, 1:34:24, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3969, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.4464, loss: 3.8433, grad_norm: 6.3682 2021-07-03 21:57:33,028 - mmaction - INFO - Epoch [21][1880/3757] lr: 1.000e-02, eta: 6 days, 1:34:00, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3652, top1_acc: 0.4766, top5_acc: 0.7180, loss_cls: 2.3122, loss: 3.6774, grad_norm: 6.3637 2021-07-03 21:57:54,043 - mmaction - INFO - Epoch [21][1900/3757] lr: 1.000e-02, eta: 6 days, 1:33:36, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.4131, top1_acc: 0.4523, top5_acc: 0.6781, loss_cls: 2.4740, loss: 3.8871, grad_norm: 6.4433 2021-07-03 21:58:15,454 - mmaction - INFO - Epoch [21][1920/3757] lr: 1.000e-02, eta: 6 days, 1:33:14, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.4391, top1_acc: 0.4398, top5_acc: 0.6766, loss_cls: 2.4921, loss: 3.9312, grad_norm: 6.4340 2021-07-03 21:58:37,032 - mmaction - INFO - Epoch [21][1940/3757] lr: 1.000e-02, eta: 6 days, 1:32:52, time: 1.079, data_time: 0.030, memory: 6921, loss_aux: 1.3859, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.3736, loss: 3.7596, grad_norm: 6.5349 2021-07-03 21:58:58,551 - mmaction - INFO - Epoch [21][1960/3757] lr: 1.000e-02, eta: 6 days, 1:32:30, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.3979, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.4324, loss: 3.8303, grad_norm: 6.4424 2021-07-03 21:59:19,748 - mmaction - INFO - Epoch [21][1980/3757] lr: 1.000e-02, eta: 6 days, 1:32:07, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3766, top1_acc: 0.4648, top5_acc: 0.7094, loss_cls: 2.3775, loss: 3.7541, grad_norm: 6.3854 2021-07-03 21:59:40,758 - mmaction - INFO - Epoch [21][2000/3757] lr: 1.000e-02, eta: 6 days, 1:31:42, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.4185, top1_acc: 0.4367, top5_acc: 0.6813, loss_cls: 2.4814, loss: 3.8999, grad_norm: 6.3438 2021-07-03 22:00:03,390 - mmaction - INFO - Epoch [21][2020/3757] lr: 1.000e-02, eta: 6 days, 1:31:27, time: 1.132, data_time: 0.003, memory: 6921, loss_aux: 1.4017, top1_acc: 0.4602, top5_acc: 0.6984, loss_cls: 2.4251, loss: 3.8268, grad_norm: 6.3031 2021-07-03 22:00:24,480 - mmaction - INFO - Epoch [21][2040/3757] lr: 1.000e-02, eta: 6 days, 1:31:03, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4061, top1_acc: 0.4461, top5_acc: 0.6859, loss_cls: 2.4701, loss: 3.8762, grad_norm: 6.3916 2021-07-03 22:00:45,664 - mmaction - INFO - Epoch [21][2060/3757] lr: 1.000e-02, eta: 6 days, 1:30:39, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3612, top1_acc: 0.4828, top5_acc: 0.6914, loss_cls: 2.3354, loss: 3.6966, grad_norm: 6.1588 2021-07-03 22:01:06,933 - mmaction - INFO - Epoch [21][2080/3757] lr: 1.000e-02, eta: 6 days, 1:30:16, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4407, top1_acc: 0.4437, top5_acc: 0.6820, loss_cls: 2.5006, loss: 3.9413, grad_norm: 6.5092 2021-07-03 22:01:29,628 - mmaction - INFO - Epoch [21][2100/3757] lr: 1.000e-02, eta: 6 days, 1:30:01, time: 1.134, data_time: 0.003, memory: 6921, loss_aux: 1.3649, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.3637, loss: 3.7286, grad_norm: 6.3267 2021-07-03 22:01:50,697 - mmaction - INFO - Epoch [21][2120/3757] lr: 1.000e-02, eta: 6 days, 1:29:37, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3496, top1_acc: 0.4625, top5_acc: 0.7055, loss_cls: 2.3757, loss: 3.7253, grad_norm: 6.4314 2021-07-03 22:02:11,623 - mmaction - INFO - Epoch [21][2140/3757] lr: 1.000e-02, eta: 6 days, 1:29:12, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.3795, top1_acc: 0.4492, top5_acc: 0.6961, loss_cls: 2.4339, loss: 3.8134, grad_norm: 6.5726 2021-07-03 22:02:33,195 - mmaction - INFO - Epoch [21][2160/3757] lr: 1.000e-02, eta: 6 days, 1:28:50, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.3614, top1_acc: 0.4734, top5_acc: 0.7023, loss_cls: 2.3562, loss: 3.7175, grad_norm: 6.2520 2021-07-03 22:02:54,863 - mmaction - INFO - Epoch [21][2180/3757] lr: 1.000e-02, eta: 6 days, 1:28:29, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.3543, top1_acc: 0.4508, top5_acc: 0.7039, loss_cls: 2.3667, loss: 3.7210, grad_norm: 6.2981 2021-07-03 22:03:15,955 - mmaction - INFO - Epoch [21][2200/3757] lr: 1.000e-02, eta: 6 days, 1:28:05, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3811, top1_acc: 0.4609, top5_acc: 0.7039, loss_cls: 2.4175, loss: 3.7986, grad_norm: 6.4623 2021-07-03 22:03:37,128 - mmaction - INFO - Epoch [21][2220/3757] lr: 1.000e-02, eta: 6 days, 1:27:41, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3996, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4342, loss: 3.8338, grad_norm: 6.6644 2021-07-03 22:03:58,783 - mmaction - INFO - Epoch [21][2240/3757] lr: 1.000e-02, eta: 6 days, 1:27:20, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.3536, top1_acc: 0.4711, top5_acc: 0.7039, loss_cls: 2.3608, loss: 3.7144, grad_norm: 6.5289 2021-07-03 22:04:20,684 - mmaction - INFO - Epoch [21][2260/3757] lr: 1.000e-02, eta: 6 days, 1:27:01, time: 1.096, data_time: 0.009, memory: 6921, loss_aux: 1.4043, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4653, loss: 3.8696, grad_norm: 6.2456 2021-07-03 22:04:42,419 - mmaction - INFO - Epoch [21][2280/3757] lr: 1.000e-02, eta: 6 days, 1:26:41, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3996, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.4723, loss: 3.8719, grad_norm: 6.2668 2021-07-03 22:05:03,649 - mmaction - INFO - Epoch [21][2300/3757] lr: 1.000e-02, eta: 6 days, 1:26:17, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3840, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3965, loss: 3.7804, grad_norm: 6.4156 2021-07-03 22:05:25,308 - mmaction - INFO - Epoch [21][2320/3757] lr: 1.000e-02, eta: 6 days, 1:25:56, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.3102, top1_acc: 0.4805, top5_acc: 0.7250, loss_cls: 2.2483, loss: 3.5585, grad_norm: 6.1439 2021-07-03 22:05:46,612 - mmaction - INFO - Epoch [21][2340/3757] lr: 1.000e-02, eta: 6 days, 1:25:33, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3887, top1_acc: 0.4461, top5_acc: 0.7000, loss_cls: 2.3992, loss: 3.7879, grad_norm: 6.5539 2021-07-03 22:06:07,866 - mmaction - INFO - Epoch [21][2360/3757] lr: 1.000e-02, eta: 6 days, 1:25:10, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.4092, top1_acc: 0.4422, top5_acc: 0.6828, loss_cls: 2.4762, loss: 3.8854, grad_norm: 6.5359 2021-07-03 22:06:29,248 - mmaction - INFO - Epoch [21][2380/3757] lr: 1.000e-02, eta: 6 days, 1:24:47, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3461, top1_acc: 0.4727, top5_acc: 0.7000, loss_cls: 2.3589, loss: 3.7050, grad_norm: 6.3736 2021-07-03 22:06:51,371 - mmaction - INFO - Epoch [21][2400/3757] lr: 1.000e-02, eta: 6 days, 1:24:29, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.3115, top1_acc: 0.4734, top5_acc: 0.7203, loss_cls: 2.2768, loss: 3.5883, grad_norm: 6.5516 2021-07-03 22:07:12,492 - mmaction - INFO - Epoch [21][2420/3757] lr: 1.000e-02, eta: 6 days, 1:24:05, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3918, top1_acc: 0.4344, top5_acc: 0.6953, loss_cls: 2.4845, loss: 3.8764, grad_norm: 6.5456 2021-07-03 22:07:33,742 - mmaction - INFO - Epoch [21][2440/3757] lr: 1.000e-02, eta: 6 days, 1:23:42, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3654, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.3660, loss: 3.7314, grad_norm: 6.1667 2021-07-03 22:07:55,082 - mmaction - INFO - Epoch [21][2460/3757] lr: 1.000e-02, eta: 6 days, 1:23:19, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.3536, top1_acc: 0.4734, top5_acc: 0.7039, loss_cls: 2.3585, loss: 3.7121, grad_norm: 6.3964 2021-07-03 22:08:16,719 - mmaction - INFO - Epoch [21][2480/3757] lr: 1.000e-02, eta: 6 days, 1:22:58, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.3613, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.3632, loss: 3.7245, grad_norm: 6.4072 2021-07-03 22:08:38,374 - mmaction - INFO - Epoch [21][2500/3757] lr: 1.000e-02, eta: 6 days, 1:22:37, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.4059, top1_acc: 0.4313, top5_acc: 0.6867, loss_cls: 2.5078, loss: 3.9137, grad_norm: 6.6497 2021-07-03 22:08:59,470 - mmaction - INFO - Epoch [21][2520/3757] lr: 1.000e-02, eta: 6 days, 1:22:13, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3589, top1_acc: 0.4539, top5_acc: 0.7070, loss_cls: 2.3620, loss: 3.7209, grad_norm: 6.3919 2021-07-03 22:09:20,518 - mmaction - INFO - Epoch [21][2540/3757] lr: 1.000e-02, eta: 6 days, 1:21:49, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3601, top1_acc: 0.4695, top5_acc: 0.7180, loss_cls: 2.3440, loss: 3.7041, grad_norm: 6.2671 2021-07-03 22:09:41,789 - mmaction - INFO - Epoch [21][2560/3757] lr: 1.000e-02, eta: 6 days, 1:21:25, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.3684, top1_acc: 0.4547, top5_acc: 0.6984, loss_cls: 2.3895, loss: 3.7578, grad_norm: 6.6129 2021-07-03 22:10:03,614 - mmaction - INFO - Epoch [21][2580/3757] lr: 1.000e-02, eta: 6 days, 1:21:05, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.3569, top1_acc: 0.4617, top5_acc: 0.6961, loss_cls: 2.3896, loss: 3.7465, grad_norm: 6.3857 2021-07-03 22:10:25,202 - mmaction - INFO - Epoch [21][2600/3757] lr: 1.000e-02, eta: 6 days, 1:20:44, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.4174, top1_acc: 0.4461, top5_acc: 0.6766, loss_cls: 2.4612, loss: 3.8786, grad_norm: 6.5698 2021-07-03 22:10:46,444 - mmaction - INFO - Epoch [21][2620/3757] lr: 1.000e-02, eta: 6 days, 1:20:21, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.3641, top1_acc: 0.4602, top5_acc: 0.6914, loss_cls: 2.3959, loss: 3.7600, grad_norm: 6.5038 2021-07-03 22:11:07,700 - mmaction - INFO - Epoch [21][2640/3757] lr: 1.000e-02, eta: 6 days, 1:19:58, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.4528, top1_acc: 0.4398, top5_acc: 0.6672, loss_cls: 2.5535, loss: 4.0063, grad_norm: 6.5278 2021-07-03 22:11:29,232 - mmaction - INFO - Epoch [21][2660/3757] lr: 1.000e-02, eta: 6 days, 1:19:36, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.3572, top1_acc: 0.4867, top5_acc: 0.7055, loss_cls: 2.3848, loss: 3.7419, grad_norm: 6.3490 2021-07-03 22:11:50,543 - mmaction - INFO - Epoch [21][2680/3757] lr: 1.000e-02, eta: 6 days, 1:19:13, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.4336, top1_acc: 0.4219, top5_acc: 0.6750, loss_cls: 2.5366, loss: 3.9702, grad_norm: 6.5657 2021-07-03 22:12:11,837 - mmaction - INFO - Epoch [21][2700/3757] lr: 1.000e-02, eta: 6 days, 1:18:50, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.4044, top1_acc: 0.4422, top5_acc: 0.6937, loss_cls: 2.4644, loss: 3.8688, grad_norm: 6.4268 2021-07-03 22:12:33,892 - mmaction - INFO - Epoch [21][2720/3757] lr: 1.000e-02, eta: 6 days, 1:18:31, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.3402, top1_acc: 0.4781, top5_acc: 0.7078, loss_cls: 2.3186, loss: 3.6588, grad_norm: 6.3405 2021-07-03 22:12:55,333 - mmaction - INFO - Epoch [21][2740/3757] lr: 1.000e-02, eta: 6 days, 1:18:09, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.3765, top1_acc: 0.4594, top5_acc: 0.6930, loss_cls: 2.4111, loss: 3.7875, grad_norm: 6.3744 2021-07-03 22:13:16,918 - mmaction - INFO - Epoch [21][2760/3757] lr: 1.000e-02, eta: 6 days, 1:17:48, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.3843, top1_acc: 0.4602, top5_acc: 0.7070, loss_cls: 2.3742, loss: 3.7585, grad_norm: 6.4689 2021-07-03 22:13:37,905 - mmaction - INFO - Epoch [21][2780/3757] lr: 1.000e-02, eta: 6 days, 1:17:23, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.4322, top1_acc: 0.4477, top5_acc: 0.6680, loss_cls: 2.5200, loss: 3.9522, grad_norm: 6.5038 2021-07-03 22:13:59,482 - mmaction - INFO - Epoch [21][2800/3757] lr: 1.000e-02, eta: 6 days, 1:17:01, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3969, top1_acc: 0.4375, top5_acc: 0.6766, loss_cls: 2.4659, loss: 3.8628, grad_norm: 6.5006 2021-07-03 22:14:20,636 - mmaction - INFO - Epoch [21][2820/3757] lr: 1.000e-02, eta: 6 days, 1:16:38, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.3510, top1_acc: 0.4578, top5_acc: 0.7117, loss_cls: 2.3311, loss: 3.6820, grad_norm: 6.4700 2021-07-03 22:14:42,171 - mmaction - INFO - Epoch [21][2840/3757] lr: 1.000e-02, eta: 6 days, 1:16:16, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.3611, top1_acc: 0.4602, top5_acc: 0.7188, loss_cls: 2.3514, loss: 3.7124, grad_norm: 6.4691 2021-07-03 22:15:03,830 - mmaction - INFO - Epoch [21][2860/3757] lr: 1.000e-02, eta: 6 days, 1:15:55, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.4385, top1_acc: 0.4422, top5_acc: 0.6711, loss_cls: 2.4902, loss: 3.9288, grad_norm: 6.6387 2021-07-03 22:15:25,436 - mmaction - INFO - Epoch [21][2880/3757] lr: 1.000e-02, eta: 6 days, 1:15:34, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.4205, top1_acc: 0.4484, top5_acc: 0.7063, loss_cls: 2.4637, loss: 3.8843, grad_norm: 6.6074 2021-07-03 22:15:47,084 - mmaction - INFO - Epoch [21][2900/3757] lr: 1.000e-02, eta: 6 days, 1:15:13, time: 1.084, data_time: 0.035, memory: 6921, loss_aux: 1.3835, top1_acc: 0.4562, top5_acc: 0.7016, loss_cls: 2.3657, loss: 3.7493, grad_norm: 6.3357 2021-07-03 22:16:08,301 - mmaction - INFO - Epoch [21][2920/3757] lr: 1.000e-02, eta: 6 days, 1:14:50, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.4025, top1_acc: 0.4508, top5_acc: 0.7117, loss_cls: 2.4021, loss: 3.8046, grad_norm: 6.2726 2021-07-03 22:16:30,762 - mmaction - INFO - Epoch [21][2940/3757] lr: 1.000e-02, eta: 6 days, 1:14:34, time: 1.123, data_time: 0.076, memory: 6921, loss_aux: 1.3835, top1_acc: 0.4602, top5_acc: 0.6953, loss_cls: 2.4219, loss: 3.8055, grad_norm: 6.3236 2021-07-03 22:16:51,691 - mmaction - INFO - Epoch [21][2960/3757] lr: 1.000e-02, eta: 6 days, 1:14:08, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.3984, top1_acc: 0.4469, top5_acc: 0.6781, loss_cls: 2.4747, loss: 3.8731, grad_norm: 6.3448 2021-07-03 22:17:13,151 - mmaction - INFO - Epoch [21][2980/3757] lr: 1.000e-02, eta: 6 days, 1:13:46, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.3795, top1_acc: 0.4492, top5_acc: 0.6992, loss_cls: 2.4121, loss: 3.7915, grad_norm: 6.5106 2021-07-03 22:17:34,391 - mmaction - INFO - Epoch [21][3000/3757] lr: 1.000e-02, eta: 6 days, 1:13:23, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.4332, top1_acc: 0.4406, top5_acc: 0.6789, loss_cls: 2.5070, loss: 3.9402, grad_norm: 6.6506 2021-07-03 22:17:55,998 - mmaction - INFO - Epoch [21][3020/3757] lr: 1.000e-02, eta: 6 days, 1:13:02, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.4052, top1_acc: 0.4422, top5_acc: 0.7000, loss_cls: 2.4209, loss: 3.8261, grad_norm: 6.4822 2021-07-03 22:18:18,093 - mmaction - INFO - Epoch [21][3040/3757] lr: 1.000e-02, eta: 6 days, 1:12:44, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.3846, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.4002, loss: 3.7849, grad_norm: 6.3292 2021-07-03 22:18:39,215 - mmaction - INFO - Epoch [21][3060/3757] lr: 1.000e-02, eta: 6 days, 1:12:20, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3425, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3348, loss: 3.6773, grad_norm: 6.4310 2021-07-03 22:19:00,669 - mmaction - INFO - Epoch [21][3080/3757] lr: 1.000e-02, eta: 6 days, 1:11:58, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.4245, top1_acc: 0.4367, top5_acc: 0.6727, loss_cls: 2.5060, loss: 3.9305, grad_norm: 6.4978 2021-07-03 22:19:22,015 - mmaction - INFO - Epoch [21][3100/3757] lr: 1.000e-02, eta: 6 days, 1:11:35, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3787, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.3798, loss: 3.7585, grad_norm: 6.4883 2021-07-03 22:19:43,721 - mmaction - INFO - Epoch [21][3120/3757] lr: 1.000e-02, eta: 6 days, 1:11:14, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.3868, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.4432, loss: 3.8300, grad_norm: 6.4314 2021-07-03 22:20:05,403 - mmaction - INFO - Epoch [21][3140/3757] lr: 1.000e-02, eta: 6 days, 1:10:54, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 1.4914, top1_acc: 0.4156, top5_acc: 0.6672, loss_cls: 2.6029, loss: 4.0943, grad_norm: 6.4470 2021-07-03 22:20:27,518 - mmaction - INFO - Epoch [21][3160/3757] lr: 1.000e-02, eta: 6 days, 1:10:36, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.4061, top1_acc: 0.4430, top5_acc: 0.7023, loss_cls: 2.4530, loss: 3.8591, grad_norm: 6.3520 2021-07-03 22:20:48,517 - mmaction - INFO - Epoch [21][3180/3757] lr: 1.000e-02, eta: 6 days, 1:10:11, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3734, top1_acc: 0.4695, top5_acc: 0.6898, loss_cls: 2.3761, loss: 3.7494, grad_norm: 6.3289 2021-07-03 22:21:09,665 - mmaction - INFO - Epoch [21][3200/3757] lr: 1.000e-02, eta: 6 days, 1:09:47, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3830, top1_acc: 0.4516, top5_acc: 0.6930, loss_cls: 2.4373, loss: 3.8203, grad_norm: 6.3576 2021-07-03 22:21:30,905 - mmaction - INFO - Epoch [21][3220/3757] lr: 1.000e-02, eta: 6 days, 1:09:23, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.3686, top1_acc: 0.4711, top5_acc: 0.6930, loss_cls: 2.4133, loss: 3.7819, grad_norm: 6.5540 2021-07-03 22:21:52,135 - mmaction - INFO - Epoch [21][3240/3757] lr: 1.000e-02, eta: 6 days, 1:09:00, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3902, top1_acc: 0.4508, top5_acc: 0.7016, loss_cls: 2.4337, loss: 3.8239, grad_norm: 6.3190 2021-07-03 22:22:14,019 - mmaction - INFO - Epoch [21][3260/3757] lr: 1.000e-02, eta: 6 days, 1:08:41, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.3505, top1_acc: 0.4820, top5_acc: 0.6914, loss_cls: 2.3836, loss: 3.7341, grad_norm: 6.2051 2021-07-03 22:22:35,133 - mmaction - INFO - Epoch [21][3280/3757] lr: 1.000e-02, eta: 6 days, 1:08:16, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3241, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2760, loss: 3.6000, grad_norm: 6.3274 2021-07-03 22:22:56,808 - mmaction - INFO - Epoch [21][3300/3757] lr: 1.000e-02, eta: 6 days, 1:07:56, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.3645, top1_acc: 0.4648, top5_acc: 0.7000, loss_cls: 2.3501, loss: 3.7146, grad_norm: 6.2853 2021-07-03 22:23:18,175 - mmaction - INFO - Epoch [21][3320/3757] lr: 1.000e-02, eta: 6 days, 1:07:33, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3709, top1_acc: 0.4484, top5_acc: 0.7234, loss_cls: 2.3846, loss: 3.7555, grad_norm: 6.5154 2021-07-03 22:23:39,670 - mmaction - INFO - Epoch [21][3340/3757] lr: 1.000e-02, eta: 6 days, 1:07:11, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.4000, top1_acc: 0.4453, top5_acc: 0.6727, loss_cls: 2.4687, loss: 3.8687, grad_norm: 6.5308 2021-07-03 22:24:01,590 - mmaction - INFO - Epoch [21][3360/3757] lr: 1.000e-02, eta: 6 days, 1:06:52, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.3570, top1_acc: 0.4508, top5_acc: 0.7000, loss_cls: 2.3777, loss: 3.7347, grad_norm: 6.5213 2021-07-03 22:24:22,757 - mmaction - INFO - Epoch [21][3380/3757] lr: 1.000e-02, eta: 6 days, 1:06:28, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3680, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.4002, loss: 3.7682, grad_norm: 6.4848 2021-07-03 22:24:44,250 - mmaction - INFO - Epoch [21][3400/3757] lr: 1.000e-02, eta: 6 days, 1:06:06, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.3807, top1_acc: 0.4547, top5_acc: 0.6898, loss_cls: 2.4174, loss: 3.7982, grad_norm: 6.4814 2021-07-03 22:25:05,453 - mmaction - INFO - Epoch [21][3420/3757] lr: 1.000e-02, eta: 6 days, 1:05:43, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3324, top1_acc: 0.4859, top5_acc: 0.7008, loss_cls: 2.3165, loss: 3.6489, grad_norm: 6.2779 2021-07-03 22:25:27,107 - mmaction - INFO - Epoch [21][3440/3757] lr: 1.000e-02, eta: 6 days, 1:05:22, time: 1.083, data_time: 0.026, memory: 6921, loss_aux: 1.3556, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3709, loss: 3.7265, grad_norm: 6.4363 2021-07-03 22:25:48,854 - mmaction - INFO - Epoch [21][3460/3757] lr: 1.000e-02, eta: 6 days, 1:05:02, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.3535, top1_acc: 0.4602, top5_acc: 0.7156, loss_cls: 2.3574, loss: 3.7109, grad_norm: 6.4267 2021-07-03 22:26:10,217 - mmaction - INFO - Epoch [21][3480/3757] lr: 1.000e-02, eta: 6 days, 1:04:39, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.3640, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.4297, loss: 3.7937, grad_norm: 6.4663 2021-07-03 22:26:31,325 - mmaction - INFO - Epoch [21][3500/3757] lr: 1.000e-02, eta: 6 days, 1:04:15, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3734, top1_acc: 0.4562, top5_acc: 0.6945, loss_cls: 2.4088, loss: 3.7822, grad_norm: 6.2669 2021-07-03 22:26:52,820 - mmaction - INFO - Epoch [21][3520/3757] lr: 1.000e-02, eta: 6 days, 1:03:53, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.3817, top1_acc: 0.4562, top5_acc: 0.6891, loss_cls: 2.4193, loss: 3.8010, grad_norm: 6.3773 2021-07-03 22:27:14,105 - mmaction - INFO - Epoch [21][3540/3757] lr: 1.000e-02, eta: 6 days, 1:03:30, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.4138, top1_acc: 0.4391, top5_acc: 0.6773, loss_cls: 2.4865, loss: 3.9002, grad_norm: 6.3325 2021-07-03 22:27:35,306 - mmaction - INFO - Epoch [21][3560/3757] lr: 1.000e-02, eta: 6 days, 1:03:06, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3707, top1_acc: 0.4430, top5_acc: 0.6977, loss_cls: 2.4230, loss: 3.7937, grad_norm: 6.2341 2021-07-03 22:27:56,805 - mmaction - INFO - Epoch [21][3580/3757] lr: 1.000e-02, eta: 6 days, 1:02:44, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.3756, top1_acc: 0.4602, top5_acc: 0.6859, loss_cls: 2.4364, loss: 3.8120, grad_norm: 6.2606 2021-07-03 22:28:18,938 - mmaction - INFO - Epoch [21][3600/3757] lr: 1.000e-02, eta: 6 days, 1:02:27, time: 1.109, data_time: 0.062, memory: 6921, loss_aux: 1.3498, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.3928, loss: 3.7426, grad_norm: 6.3339 2021-07-03 22:28:39,915 - mmaction - INFO - Epoch [21][3620/3757] lr: 1.000e-02, eta: 6 days, 1:02:01, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3852, top1_acc: 0.4352, top5_acc: 0.6961, loss_cls: 2.4416, loss: 3.8269, grad_norm: 6.5771 2021-07-03 22:29:01,879 - mmaction - INFO - Epoch [21][3640/3757] lr: 1.000e-02, eta: 6 days, 1:01:43, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.3433, top1_acc: 0.4719, top5_acc: 0.7008, loss_cls: 2.3576, loss: 3.7010, grad_norm: 6.5102 2021-07-03 22:29:23,179 - mmaction - INFO - Epoch [21][3660/3757] lr: 1.000e-02, eta: 6 days, 1:01:20, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3908, top1_acc: 0.4508, top5_acc: 0.6797, loss_cls: 2.4944, loss: 3.8852, grad_norm: 6.4012 2021-07-03 22:29:44,452 - mmaction - INFO - Epoch [21][3680/3757] lr: 1.000e-02, eta: 6 days, 1:00:56, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3417, top1_acc: 0.4719, top5_acc: 0.7086, loss_cls: 2.3254, loss: 3.6671, grad_norm: 6.3260 2021-07-03 22:30:05,695 - mmaction - INFO - Epoch [21][3700/3757] lr: 1.000e-02, eta: 6 days, 1:00:33, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.4183, top1_acc: 0.4727, top5_acc: 0.6773, loss_cls: 2.4474, loss: 3.8657, grad_norm: 6.3269 2021-07-03 22:30:27,724 - mmaction - INFO - Epoch [21][3720/3757] lr: 1.000e-02, eta: 6 days, 1:00:14, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.3635, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3127, loss: 3.6762, grad_norm: 6.3907 2021-07-03 22:30:48,961 - mmaction - INFO - Epoch [21][3740/3757] lr: 1.000e-02, eta: 6 days, 0:59:51, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3998, top1_acc: 0.4477, top5_acc: 0.6820, loss_cls: 2.4829, loss: 3.8828, grad_norm: 6.5160 2021-07-03 22:31:07,616 - mmaction - INFO - Saving checkpoint at 21 epochs 2021-07-03 22:32:11,549 - mmaction - INFO - Epoch [22][20/3757] lr: 1.000e-02, eta: 6 days, 1:01:29, time: 3.118, data_time: 1.998, memory: 6921, loss_aux: 1.3343, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.2894, loss: 3.6237, grad_norm: 6.3464 2021-07-03 22:32:32,709 - mmaction - INFO - Epoch [22][40/3757] lr: 1.000e-02, eta: 6 days, 1:01:06, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3896, top1_acc: 0.4672, top5_acc: 0.7164, loss_cls: 2.3445, loss: 3.7341, grad_norm: 6.4269 2021-07-03 22:32:53,877 - mmaction - INFO - Epoch [22][60/3757] lr: 1.000e-02, eta: 6 days, 1:00:42, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3737, top1_acc: 0.4750, top5_acc: 0.7102, loss_cls: 2.3299, loss: 3.7036, grad_norm: 6.3409 2021-07-03 22:33:14,893 - mmaction - INFO - Epoch [22][80/3757] lr: 1.000e-02, eta: 6 days, 1:00:17, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3617, top1_acc: 0.4570, top5_acc: 0.7039, loss_cls: 2.3663, loss: 3.7280, grad_norm: 6.2938 2021-07-03 22:33:36,235 - mmaction - INFO - Epoch [22][100/3757] lr: 1.000e-02, eta: 6 days, 0:59:54, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3903, top1_acc: 0.4688, top5_acc: 0.7039, loss_cls: 2.4265, loss: 3.8167, grad_norm: 6.4557 2021-07-03 22:33:58,713 - mmaction - INFO - Epoch [22][120/3757] lr: 1.000e-02, eta: 6 days, 0:59:38, time: 1.124, data_time: 0.003, memory: 6921, loss_aux: 1.3533, top1_acc: 0.4695, top5_acc: 0.7117, loss_cls: 2.2933, loss: 3.6466, grad_norm: 6.2830 2021-07-03 22:34:19,770 - mmaction - INFO - Epoch [22][140/3757] lr: 1.000e-02, eta: 6 days, 0:59:14, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3559, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.3355, loss: 3.6913, grad_norm: 6.2626 2021-07-03 22:34:40,896 - mmaction - INFO - Epoch [22][160/3757] lr: 1.000e-02, eta: 6 days, 0:58:50, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3659, top1_acc: 0.4531, top5_acc: 0.6852, loss_cls: 2.3973, loss: 3.7633, grad_norm: 6.4988 2021-07-03 22:35:01,958 - mmaction - INFO - Epoch [22][180/3757] lr: 1.000e-02, eta: 6 days, 0:58:25, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3289, top1_acc: 0.4680, top5_acc: 0.6937, loss_cls: 2.3727, loss: 3.7016, grad_norm: 6.5245 2021-07-03 22:35:23,117 - mmaction - INFO - Epoch [22][200/3757] lr: 1.000e-02, eta: 6 days, 0:58:01, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3793, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.3774, loss: 3.7567, grad_norm: 6.4247 2021-07-03 22:35:44,386 - mmaction - INFO - Epoch [22][220/3757] lr: 1.000e-02, eta: 6 days, 0:57:38, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3781, top1_acc: 0.4617, top5_acc: 0.6992, loss_cls: 2.4113, loss: 3.7894, grad_norm: 6.3840 2021-07-03 22:36:05,662 - mmaction - INFO - Epoch [22][240/3757] lr: 1.000e-02, eta: 6 days, 0:57:15, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3548, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.3383, loss: 3.6931, grad_norm: 6.4346 2021-07-03 22:36:26,946 - mmaction - INFO - Epoch [22][260/3757] lr: 1.000e-02, eta: 6 days, 0:56:52, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3916, top1_acc: 0.4406, top5_acc: 0.6930, loss_cls: 2.4101, loss: 3.8017, grad_norm: 6.4672 2021-07-03 22:36:48,280 - mmaction - INFO - Epoch [22][280/3757] lr: 1.000e-02, eta: 6 days, 0:56:29, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3940, top1_acc: 0.4641, top5_acc: 0.6828, loss_cls: 2.4090, loss: 3.8030, grad_norm: 6.5174 2021-07-03 22:37:10,435 - mmaction - INFO - Epoch [22][300/3757] lr: 1.000e-02, eta: 6 days, 0:56:11, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.4066, top1_acc: 0.4562, top5_acc: 0.7008, loss_cls: 2.4532, loss: 3.8599, grad_norm: 6.4890 2021-07-03 22:37:31,882 - mmaction - INFO - Epoch [22][320/3757] lr: 1.000e-02, eta: 6 days, 0:55:49, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.3685, top1_acc: 0.4742, top5_acc: 0.6969, loss_cls: 2.3750, loss: 3.7436, grad_norm: 6.4096 2021-07-03 22:37:53,642 - mmaction - INFO - Epoch [22][340/3757] lr: 1.000e-02, eta: 6 days, 0:55:29, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.3797, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.3591, loss: 3.7388, grad_norm: 6.4675 2021-07-03 22:38:14,505 - mmaction - INFO - Epoch [22][360/3757] lr: 1.000e-02, eta: 6 days, 0:55:03, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.3642, top1_acc: 0.4555, top5_acc: 0.6977, loss_cls: 2.3744, loss: 3.7386, grad_norm: 6.5100 2021-07-03 22:38:36,343 - mmaction - INFO - Epoch [22][380/3757] lr: 1.000e-02, eta: 6 days, 0:54:43, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.4104, top1_acc: 0.4727, top5_acc: 0.6937, loss_cls: 2.4286, loss: 3.8390, grad_norm: 6.5216 2021-07-03 22:38:57,497 - mmaction - INFO - Epoch [22][400/3757] lr: 1.000e-02, eta: 6 days, 0:54:19, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3874, top1_acc: 0.4711, top5_acc: 0.6992, loss_cls: 2.3888, loss: 3.7762, grad_norm: 6.3624 2021-07-03 22:39:18,596 - mmaction - INFO - Epoch [22][420/3757] lr: 1.000e-02, eta: 6 days, 0:53:55, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.4003, top1_acc: 0.4703, top5_acc: 0.7102, loss_cls: 2.3980, loss: 3.7982, grad_norm: 6.5937 2021-07-03 22:39:39,755 - mmaction - INFO - Epoch [22][440/3757] lr: 1.000e-02, eta: 6 days, 0:53:31, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.4059, top1_acc: 0.4492, top5_acc: 0.6953, loss_cls: 2.4312, loss: 3.8370, grad_norm: 6.4866 2021-07-03 22:40:01,052 - mmaction - INFO - Epoch [22][460/3757] lr: 1.000e-02, eta: 6 days, 0:53:08, time: 1.065, data_time: 0.022, memory: 6921, loss_aux: 1.3471, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3575, loss: 3.7046, grad_norm: 6.3515 2021-07-03 22:40:22,182 - mmaction - INFO - Epoch [22][480/3757] lr: 1.000e-02, eta: 6 days, 0:52:44, time: 1.055, data_time: 0.012, memory: 6921, loss_aux: 1.3848, top1_acc: 0.4602, top5_acc: 0.6867, loss_cls: 2.4460, loss: 3.8308, grad_norm: 6.3336 2021-07-03 22:40:43,355 - mmaction - INFO - Epoch [22][500/3757] lr: 1.000e-02, eta: 6 days, 0:52:20, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4174, top1_acc: 0.4477, top5_acc: 0.7000, loss_cls: 2.4385, loss: 3.8559, grad_norm: 6.5897 2021-07-03 22:41:04,445 - mmaction - INFO - Epoch [22][520/3757] lr: 1.000e-02, eta: 6 days, 0:51:56, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3915, top1_acc: 0.4313, top5_acc: 0.6891, loss_cls: 2.4449, loss: 3.8364, grad_norm: 6.4651 2021-07-03 22:41:25,720 - mmaction - INFO - Epoch [22][540/3757] lr: 1.000e-02, eta: 6 days, 0:51:33, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.4566, top1_acc: 0.4500, top5_acc: 0.6805, loss_cls: 2.5234, loss: 3.9800, grad_norm: 6.5970 2021-07-03 22:41:47,564 - mmaction - INFO - Epoch [22][560/3757] lr: 1.000e-02, eta: 6 days, 0:51:13, time: 1.091, data_time: 0.001, memory: 6921, loss_aux: 1.3967, top1_acc: 0.4633, top5_acc: 0.6984, loss_cls: 2.3983, loss: 3.7949, grad_norm: 6.3093 2021-07-03 22:42:08,747 - mmaction - INFO - Epoch [22][580/3757] lr: 1.000e-02, eta: 6 days, 0:50:49, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4287, top1_acc: 0.4406, top5_acc: 0.6852, loss_cls: 2.4800, loss: 3.9087, grad_norm: 6.6407 2021-07-03 22:42:29,976 - mmaction - INFO - Epoch [22][600/3757] lr: 1.000e-02, eta: 6 days, 0:50:26, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3653, top1_acc: 0.4742, top5_acc: 0.7094, loss_cls: 2.3806, loss: 3.7459, grad_norm: 6.4457 2021-07-03 22:42:51,179 - mmaction - INFO - Epoch [22][620/3757] lr: 1.000e-02, eta: 6 days, 0:50:02, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3640, top1_acc: 0.4641, top5_acc: 0.7211, loss_cls: 2.3301, loss: 3.6942, grad_norm: 6.3805 2021-07-03 22:43:14,148 - mmaction - INFO - Epoch [22][640/3757] lr: 1.000e-02, eta: 6 days, 0:49:49, time: 1.148, data_time: 0.002, memory: 6921, loss_aux: 1.3517, top1_acc: 0.4719, top5_acc: 0.6984, loss_cls: 2.3606, loss: 3.7123, grad_norm: 6.6811 2021-07-03 22:43:35,026 - mmaction - INFO - Epoch [22][660/3757] lr: 1.000e-02, eta: 6 days, 0:49:24, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3359, top1_acc: 0.4797, top5_acc: 0.7125, loss_cls: 2.3169, loss: 3.6528, grad_norm: 6.5362 2021-07-03 22:43:56,102 - mmaction - INFO - Epoch [22][680/3757] lr: 1.000e-02, eta: 6 days, 0:48:59, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3156, top1_acc: 0.4906, top5_acc: 0.7133, loss_cls: 2.2958, loss: 3.6115, grad_norm: 6.2047 2021-07-03 22:44:17,172 - mmaction - INFO - Epoch [22][700/3757] lr: 1.000e-02, eta: 6 days, 0:48:35, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.3686, top1_acc: 0.4453, top5_acc: 0.6930, loss_cls: 2.4595, loss: 3.8281, grad_norm: 6.5518 2021-07-03 22:44:38,195 - mmaction - INFO - Epoch [22][720/3757] lr: 1.000e-02, eta: 6 days, 0:48:10, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.4279, top1_acc: 0.4555, top5_acc: 0.6898, loss_cls: 2.4863, loss: 3.9142, grad_norm: 6.4370 2021-07-03 22:44:59,461 - mmaction - INFO - Epoch [22][740/3757] lr: 1.000e-02, eta: 6 days, 0:47:47, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.3997, top1_acc: 0.4516, top5_acc: 0.6937, loss_cls: 2.4279, loss: 3.8276, grad_norm: 6.5468 2021-07-03 22:45:20,572 - mmaction - INFO - Epoch [22][760/3757] lr: 1.000e-02, eta: 6 days, 0:47:23, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.3901, top1_acc: 0.4602, top5_acc: 0.6859, loss_cls: 2.4386, loss: 3.8287, grad_norm: 6.3728 2021-07-03 22:45:41,634 - mmaction - INFO - Epoch [22][780/3757] lr: 1.000e-02, eta: 6 days, 0:46:58, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.4005, top1_acc: 0.4477, top5_acc: 0.6992, loss_cls: 2.4369, loss: 3.8374, grad_norm: 6.3308 2021-07-03 22:46:03,303 - mmaction - INFO - Epoch [22][800/3757] lr: 1.000e-02, eta: 6 days, 0:46:37, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3665, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.4019, loss: 3.7684, grad_norm: 6.4078 2021-07-03 22:46:24,510 - mmaction - INFO - Epoch [22][820/3757] lr: 1.000e-02, eta: 6 days, 0:46:14, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3572, top1_acc: 0.4461, top5_acc: 0.6953, loss_cls: 2.3704, loss: 3.7276, grad_norm: 6.3809 2021-07-03 22:46:45,621 - mmaction - INFO - Epoch [22][840/3757] lr: 1.000e-02, eta: 6 days, 0:45:50, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3904, top1_acc: 0.4359, top5_acc: 0.6937, loss_cls: 2.4215, loss: 3.8119, grad_norm: 6.3819 2021-07-03 22:47:06,880 - mmaction - INFO - Epoch [22][860/3757] lr: 1.000e-02, eta: 6 days, 0:45:26, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3691, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.3713, loss: 3.7404, grad_norm: 6.5731 2021-07-03 22:47:28,568 - mmaction - INFO - Epoch [22][880/3757] lr: 1.000e-02, eta: 6 days, 0:45:05, time: 1.084, data_time: 0.027, memory: 6921, loss_aux: 1.3831, top1_acc: 0.4469, top5_acc: 0.6719, loss_cls: 2.4676, loss: 3.8507, grad_norm: 6.5098 2021-07-03 22:47:49,794 - mmaction - INFO - Epoch [22][900/3757] lr: 1.000e-02, eta: 6 days, 0:44:42, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3661, top1_acc: 0.4773, top5_acc: 0.7047, loss_cls: 2.3687, loss: 3.7348, grad_norm: 6.3813 2021-07-03 22:48:11,224 - mmaction - INFO - Epoch [22][920/3757] lr: 1.000e-02, eta: 6 days, 0:44:20, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.3936, top1_acc: 0.4445, top5_acc: 0.6750, loss_cls: 2.4501, loss: 3.8437, grad_norm: 6.3650 2021-07-03 22:48:32,569 - mmaction - INFO - Epoch [22][940/3757] lr: 1.000e-02, eta: 6 days, 0:43:57, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.4182, top1_acc: 0.4477, top5_acc: 0.6805, loss_cls: 2.4911, loss: 3.9093, grad_norm: 6.4371 2021-07-03 22:48:54,098 - mmaction - INFO - Epoch [22][960/3757] lr: 1.000e-02, eta: 6 days, 0:43:35, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3844, top1_acc: 0.4633, top5_acc: 0.6922, loss_cls: 2.4296, loss: 3.8140, grad_norm: 6.4766 2021-07-03 22:49:15,359 - mmaction - INFO - Epoch [22][980/3757] lr: 1.000e-02, eta: 6 days, 0:43:12, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.4017, top1_acc: 0.4523, top5_acc: 0.6828, loss_cls: 2.4748, loss: 3.8764, grad_norm: 6.4239 2021-07-03 22:49:36,444 - mmaction - INFO - Epoch [22][1000/3757] lr: 1.000e-02, eta: 6 days, 0:42:48, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3764, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3951, loss: 3.7716, grad_norm: 6.4069 2021-07-03 22:49:58,012 - mmaction - INFO - Epoch [22][1020/3757] lr: 1.000e-02, eta: 6 days, 0:42:26, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.3312, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.3083, loss: 3.6395, grad_norm: 6.3128 2021-07-03 22:50:20,445 - mmaction - INFO - Epoch [22][1040/3757] lr: 1.000e-02, eta: 6 days, 0:42:10, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 1.2865, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2169, loss: 3.5034, grad_norm: 6.4403 2021-07-03 22:50:41,506 - mmaction - INFO - Epoch [22][1060/3757] lr: 1.000e-02, eta: 6 days, 0:41:46, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.3969, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.4072, loss: 3.8041, grad_norm: 6.5626 2021-07-03 22:51:02,666 - mmaction - INFO - Epoch [22][1080/3757] lr: 1.000e-02, eta: 6 days, 0:41:22, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4096, top1_acc: 0.4445, top5_acc: 0.6797, loss_cls: 2.5070, loss: 3.9166, grad_norm: 6.4304 2021-07-03 22:51:23,795 - mmaction - INFO - Epoch [22][1100/3757] lr: 1.000e-02, eta: 6 days, 0:40:58, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.4454, top1_acc: 0.4336, top5_acc: 0.6703, loss_cls: 2.5236, loss: 3.9691, grad_norm: 6.5297 2021-07-03 22:51:45,047 - mmaction - INFO - Epoch [22][1120/3757] lr: 1.000e-02, eta: 6 days, 0:40:35, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3684, top1_acc: 0.4719, top5_acc: 0.6992, loss_cls: 2.3981, loss: 3.7665, grad_norm: 6.3620 2021-07-03 22:52:06,298 - mmaction - INFO - Epoch [22][1140/3757] lr: 1.000e-02, eta: 6 days, 0:40:12, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3724, top1_acc: 0.4641, top5_acc: 0.6961, loss_cls: 2.3895, loss: 3.7619, grad_norm: 6.2304 2021-07-03 22:52:27,575 - mmaction - INFO - Epoch [22][1160/3757] lr: 1.000e-02, eta: 6 days, 0:39:48, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3288, top1_acc: 0.4680, top5_acc: 0.7063, loss_cls: 2.3306, loss: 3.6595, grad_norm: 6.4398 2021-07-03 22:52:48,895 - mmaction - INFO - Epoch [22][1180/3757] lr: 1.000e-02, eta: 6 days, 0:39:25, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3890, top1_acc: 0.4758, top5_acc: 0.7031, loss_cls: 2.3951, loss: 3.7841, grad_norm: 6.3620 2021-07-03 22:53:10,098 - mmaction - INFO - Epoch [22][1200/3757] lr: 1.000e-02, eta: 6 days, 0:39:02, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.4247, top1_acc: 0.4437, top5_acc: 0.6680, loss_cls: 2.5269, loss: 3.9516, grad_norm: 6.4364 2021-07-03 22:53:31,409 - mmaction - INFO - Epoch [22][1220/3757] lr: 1.000e-02, eta: 6 days, 0:38:39, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.4032, top1_acc: 0.4500, top5_acc: 0.6977, loss_cls: 2.4445, loss: 3.8477, grad_norm: 6.4071 2021-07-03 22:53:52,562 - mmaction - INFO - Epoch [22][1240/3757] lr: 1.000e-02, eta: 6 days, 0:38:15, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3632, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.3648, loss: 3.7279, grad_norm: 6.3301 2021-07-03 22:54:13,740 - mmaction - INFO - Epoch [22][1260/3757] lr: 1.000e-02, eta: 6 days, 0:37:51, time: 1.059, data_time: 0.009, memory: 6921, loss_aux: 1.3858, top1_acc: 0.4547, top5_acc: 0.7125, loss_cls: 2.3841, loss: 3.7699, grad_norm: 6.3830 2021-07-03 22:54:35,536 - mmaction - INFO - Epoch [22][1280/3757] lr: 1.000e-02, eta: 6 days, 0:37:31, time: 1.090, data_time: 0.034, memory: 6921, loss_aux: 1.3918, top1_acc: 0.4609, top5_acc: 0.7125, loss_cls: 2.3700, loss: 3.7618, grad_norm: 6.4233 2021-07-03 22:54:57,388 - mmaction - INFO - Epoch [22][1300/3757] lr: 1.000e-02, eta: 6 days, 0:37:12, time: 1.092, data_time: 0.052, memory: 6921, loss_aux: 1.3816, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3590, loss: 3.7406, grad_norm: 6.5835 2021-07-03 22:55:18,478 - mmaction - INFO - Epoch [22][1320/3757] lr: 1.000e-02, eta: 6 days, 0:36:47, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.4110, top1_acc: 0.4430, top5_acc: 0.6891, loss_cls: 2.4281, loss: 3.8391, grad_norm: 6.4727 2021-07-03 22:55:39,663 - mmaction - INFO - Epoch [22][1340/3757] lr: 1.000e-02, eta: 6 days, 0:36:23, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3922, top1_acc: 0.4414, top5_acc: 0.7023, loss_cls: 2.3955, loss: 3.7876, grad_norm: 6.6109 2021-07-03 22:56:00,886 - mmaction - INFO - Epoch [22][1360/3757] lr: 1.000e-02, eta: 6 days, 0:36:00, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3645, top1_acc: 0.4617, top5_acc: 0.6945, loss_cls: 2.4099, loss: 3.7743, grad_norm: 6.3124 2021-07-03 22:56:22,511 - mmaction - INFO - Epoch [22][1380/3757] lr: 1.000e-02, eta: 6 days, 0:35:39, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.4027, top1_acc: 0.4320, top5_acc: 0.6937, loss_cls: 2.5000, loss: 3.9027, grad_norm: 6.4375 2021-07-03 22:56:43,645 - mmaction - INFO - Epoch [22][1400/3757] lr: 1.000e-02, eta: 6 days, 0:35:15, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3441, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3158, loss: 3.6600, grad_norm: 6.2679 2021-07-03 22:57:05,016 - mmaction - INFO - Epoch [22][1420/3757] lr: 1.000e-02, eta: 6 days, 0:34:52, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.3293, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2636, loss: 3.5929, grad_norm: 6.2813 2021-07-03 22:57:26,298 - mmaction - INFO - Epoch [22][1440/3757] lr: 1.000e-02, eta: 6 days, 0:34:29, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3733, top1_acc: 0.4625, top5_acc: 0.6898, loss_cls: 2.4183, loss: 3.7916, grad_norm: 6.5795 2021-07-03 22:57:47,939 - mmaction - INFO - Epoch [22][1460/3757] lr: 1.000e-02, eta: 6 days, 0:34:08, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.3792, top1_acc: 0.4461, top5_acc: 0.7070, loss_cls: 2.3890, loss: 3.7682, grad_norm: 6.5983 2021-07-03 22:58:09,539 - mmaction - INFO - Epoch [22][1480/3757] lr: 1.000e-02, eta: 6 days, 0:33:47, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.3495, top1_acc: 0.4664, top5_acc: 0.6930, loss_cls: 2.3643, loss: 3.7138, grad_norm: 6.4454 2021-07-03 22:58:30,595 - mmaction - INFO - Epoch [22][1500/3757] lr: 1.000e-02, eta: 6 days, 0:33:23, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3504, top1_acc: 0.4586, top5_acc: 0.6875, loss_cls: 2.4031, loss: 3.7536, grad_norm: 6.3838 2021-07-03 22:58:51,821 - mmaction - INFO - Epoch [22][1520/3757] lr: 1.000e-02, eta: 6 days, 0:32:59, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3632, top1_acc: 0.4539, top5_acc: 0.6945, loss_cls: 2.4167, loss: 3.7799, grad_norm: 6.4369 2021-07-03 22:59:12,869 - mmaction - INFO - Epoch [22][1540/3757] lr: 1.000e-02, eta: 6 days, 0:32:35, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3476, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.3241, loss: 3.6717, grad_norm: 6.5330 2021-07-03 22:59:34,114 - mmaction - INFO - Epoch [22][1560/3757] lr: 1.000e-02, eta: 6 days, 0:32:11, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.4009, top1_acc: 0.4562, top5_acc: 0.6930, loss_cls: 2.4522, loss: 3.8531, grad_norm: 6.6339 2021-07-03 22:59:55,645 - mmaction - INFO - Epoch [22][1580/3757] lr: 1.000e-02, eta: 6 days, 0:31:50, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.3959, top1_acc: 0.4430, top5_acc: 0.6992, loss_cls: 2.4248, loss: 3.8207, grad_norm: 6.4474 2021-07-03 23:00:16,896 - mmaction - INFO - Epoch [22][1600/3757] lr: 1.000e-02, eta: 6 days, 0:31:26, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3868, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.4219, loss: 3.8087, grad_norm: 6.3095 2021-07-03 23:00:38,269 - mmaction - INFO - Epoch [22][1620/3757] lr: 1.000e-02, eta: 6 days, 0:31:04, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3808, top1_acc: 0.4414, top5_acc: 0.6992, loss_cls: 2.4003, loss: 3.7812, grad_norm: 6.4470 2021-07-03 23:00:59,434 - mmaction - INFO - Epoch [22][1640/3757] lr: 1.000e-02, eta: 6 days, 0:30:40, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3421, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.2870, loss: 3.6291, grad_norm: 6.4196 2021-07-03 23:01:20,477 - mmaction - INFO - Epoch [22][1660/3757] lr: 1.000e-02, eta: 6 days, 0:30:16, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3859, top1_acc: 0.4484, top5_acc: 0.7023, loss_cls: 2.4240, loss: 3.8099, grad_norm: 6.6391 2021-07-03 23:01:41,571 - mmaction - INFO - Epoch [22][1680/3757] lr: 1.000e-02, eta: 6 days, 0:29:51, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.4017, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.4439, loss: 3.8456, grad_norm: 6.4399 2021-07-03 23:02:03,928 - mmaction - INFO - Epoch [22][1700/3757] lr: 1.000e-02, eta: 6 days, 0:29:35, time: 1.118, data_time: 0.030, memory: 6921, loss_aux: 1.4112, top1_acc: 0.4492, top5_acc: 0.6898, loss_cls: 2.4210, loss: 3.8322, grad_norm: 6.3485 2021-07-03 23:02:25,225 - mmaction - INFO - Epoch [22][1720/3757] lr: 1.000e-02, eta: 6 days, 0:29:12, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3707, top1_acc: 0.4648, top5_acc: 0.7039, loss_cls: 2.3558, loss: 3.7265, grad_norm: 6.3438 2021-07-03 23:02:46,315 - mmaction - INFO - Epoch [22][1740/3757] lr: 1.000e-02, eta: 6 days, 0:28:48, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3667, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3760, loss: 3.7427, grad_norm: 6.4571 2021-07-03 23:03:07,562 - mmaction - INFO - Epoch [22][1760/3757] lr: 1.000e-02, eta: 6 days, 0:28:24, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3289, top1_acc: 0.4594, top5_acc: 0.7086, loss_cls: 2.3779, loss: 3.7069, grad_norm: 6.4256 2021-07-03 23:03:28,722 - mmaction - INFO - Epoch [22][1780/3757] lr: 1.000e-02, eta: 6 days, 0:28:00, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3632, top1_acc: 0.4797, top5_acc: 0.6930, loss_cls: 2.3808, loss: 3.7440, grad_norm: 6.4628 2021-07-03 23:03:50,488 - mmaction - INFO - Epoch [22][1800/3757] lr: 1.000e-02, eta: 6 days, 0:27:40, time: 1.089, data_time: 0.006, memory: 6921, loss_aux: 1.4064, top1_acc: 0.4516, top5_acc: 0.6734, loss_cls: 2.4839, loss: 3.8903, grad_norm: 6.4553 2021-07-03 23:04:11,784 - mmaction - INFO - Epoch [22][1820/3757] lr: 1.000e-02, eta: 6 days, 0:27:17, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3997, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.4175, loss: 3.8173, grad_norm: 6.5488 2021-07-03 23:04:32,776 - mmaction - INFO - Epoch [22][1840/3757] lr: 1.000e-02, eta: 6 days, 0:26:52, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3858, top1_acc: 0.4469, top5_acc: 0.6930, loss_cls: 2.4093, loss: 3.7951, grad_norm: 6.5357 2021-07-03 23:04:54,953 - mmaction - INFO - Epoch [22][1860/3757] lr: 1.000e-02, eta: 6 days, 0:26:35, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.3807, top1_acc: 0.4453, top5_acc: 0.6758, loss_cls: 2.4484, loss: 3.8290, grad_norm: 6.3065 2021-07-03 23:05:16,533 - mmaction - INFO - Epoch [22][1880/3757] lr: 1.000e-02, eta: 6 days, 0:26:13, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.3463, top1_acc: 0.4633, top5_acc: 0.7188, loss_cls: 2.3514, loss: 3.6977, grad_norm: 6.4923 2021-07-03 23:05:37,740 - mmaction - INFO - Epoch [22][1900/3757] lr: 1.000e-02, eta: 6 days, 0:25:50, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3647, top1_acc: 0.4672, top5_acc: 0.6953, loss_cls: 2.3882, loss: 3.7529, grad_norm: 6.2314 2021-07-03 23:05:58,954 - mmaction - INFO - Epoch [22][1920/3757] lr: 1.000e-02, eta: 6 days, 0:25:26, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3785, top1_acc: 0.4688, top5_acc: 0.6953, loss_cls: 2.3944, loss: 3.7729, grad_norm: 6.3139 2021-07-03 23:06:19,910 - mmaction - INFO - Epoch [22][1940/3757] lr: 1.000e-02, eta: 6 days, 0:25:01, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3873, top1_acc: 0.4680, top5_acc: 0.7063, loss_cls: 2.3612, loss: 3.7485, grad_norm: 6.5425 2021-07-03 23:06:41,566 - mmaction - INFO - Epoch [22][1960/3757] lr: 1.000e-02, eta: 6 days, 0:24:40, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.3960, top1_acc: 0.4836, top5_acc: 0.7102, loss_cls: 2.3397, loss: 3.7357, grad_norm: 6.2852 2021-07-03 23:07:03,204 - mmaction - INFO - Epoch [22][1980/3757] lr: 1.000e-02, eta: 6 days, 0:24:19, time: 1.081, data_time: 0.016, memory: 6921, loss_aux: 1.3670, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3631, loss: 3.7301, grad_norm: 6.4332 2021-07-03 23:07:24,820 - mmaction - INFO - Epoch [22][2000/3757] lr: 1.000e-02, eta: 6 days, 0:23:58, time: 1.082, data_time: 0.013, memory: 6921, loss_aux: 1.3295, top1_acc: 0.4750, top5_acc: 0.7023, loss_cls: 2.3193, loss: 3.6488, grad_norm: 6.4364 2021-07-03 23:07:46,033 - mmaction - INFO - Epoch [22][2020/3757] lr: 1.000e-02, eta: 6 days, 0:23:35, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3390, top1_acc: 0.4523, top5_acc: 0.7055, loss_cls: 2.3427, loss: 3.6817, grad_norm: 6.3902 2021-07-03 23:08:07,229 - mmaction - INFO - Epoch [22][2040/3757] lr: 1.000e-02, eta: 6 days, 0:23:11, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4029, top1_acc: 0.4305, top5_acc: 0.6641, loss_cls: 2.5179, loss: 3.9208, grad_norm: 6.4888 2021-07-03 23:08:29,856 - mmaction - INFO - Epoch [22][2060/3757] lr: 1.000e-02, eta: 6 days, 0:22:56, time: 1.133, data_time: 0.004, memory: 6921, loss_aux: 1.3966, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4466, loss: 3.8431, grad_norm: 6.3202 2021-07-03 23:08:50,582 - mmaction - INFO - Epoch [22][2080/3757] lr: 1.000e-02, eta: 6 days, 0:22:30, time: 1.038, data_time: 0.005, memory: 6921, loss_aux: 1.3621, top1_acc: 0.4594, top5_acc: 0.7016, loss_cls: 2.3847, loss: 3.7468, grad_norm: 6.2388 2021-07-03 23:09:11,606 - mmaction - INFO - Epoch [22][2100/3757] lr: 1.000e-02, eta: 6 days, 0:22:05, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3312, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2651, loss: 3.5964, grad_norm: 6.3402 2021-07-03 23:09:33,505 - mmaction - INFO - Epoch [22][2120/3757] lr: 1.000e-02, eta: 6 days, 0:21:46, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.3664, top1_acc: 0.4664, top5_acc: 0.6898, loss_cls: 2.3909, loss: 3.7573, grad_norm: 6.4213 2021-07-03 23:09:55,170 - mmaction - INFO - Epoch [22][2140/3757] lr: 1.000e-02, eta: 6 days, 0:21:25, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.3879, top1_acc: 0.4711, top5_acc: 0.6875, loss_cls: 2.4032, loss: 3.7911, grad_norm: 6.4449 2021-07-03 23:10:16,304 - mmaction - INFO - Epoch [22][2160/3757] lr: 1.000e-02, eta: 6 days, 0:21:01, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4049, top1_acc: 0.4594, top5_acc: 0.6945, loss_cls: 2.4178, loss: 3.8228, grad_norm: 6.3772 2021-07-03 23:10:37,523 - mmaction - INFO - Epoch [22][2180/3757] lr: 1.000e-02, eta: 6 days, 0:20:37, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3551, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.3696, loss: 3.7247, grad_norm: 6.4473 2021-07-03 23:10:58,565 - mmaction - INFO - Epoch [22][2200/3757] lr: 1.000e-02, eta: 6 days, 0:20:13, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3487, top1_acc: 0.4430, top5_acc: 0.6945, loss_cls: 2.3825, loss: 3.7312, grad_norm: 6.3372 2021-07-03 23:11:19,740 - mmaction - INFO - Epoch [22][2220/3757] lr: 1.000e-02, eta: 6 days, 0:19:49, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3413, top1_acc: 0.4602, top5_acc: 0.7219, loss_cls: 2.3101, loss: 3.6513, grad_norm: 6.3211 2021-07-03 23:11:40,905 - mmaction - INFO - Epoch [22][2240/3757] lr: 1.000e-02, eta: 6 days, 0:19:25, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4034, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.4611, loss: 3.8645, grad_norm: 6.5942 2021-07-03 23:12:03,167 - mmaction - INFO - Epoch [22][2260/3757] lr: 1.000e-02, eta: 6 days, 0:19:08, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 1.3975, top1_acc: 0.4625, top5_acc: 0.6914, loss_cls: 2.4192, loss: 3.8167, grad_norm: 6.5117 2021-07-03 23:12:24,203 - mmaction - INFO - Epoch [22][2280/3757] lr: 1.000e-02, eta: 6 days, 0:18:44, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3860, top1_acc: 0.4664, top5_acc: 0.7125, loss_cls: 2.3544, loss: 3.7404, grad_norm: 6.3787 2021-07-03 23:12:45,635 - mmaction - INFO - Epoch [22][2300/3757] lr: 1.000e-02, eta: 6 days, 0:18:21, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3543, top1_acc: 0.4703, top5_acc: 0.7039, loss_cls: 2.3534, loss: 3.7077, grad_norm: 6.4495 2021-07-03 23:13:06,943 - mmaction - INFO - Epoch [22][2320/3757] lr: 1.000e-02, eta: 6 days, 0:17:59, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.4058, top1_acc: 0.4344, top5_acc: 0.6805, loss_cls: 2.4707, loss: 3.8764, grad_norm: 6.4771 2021-07-03 23:13:29,374 - mmaction - INFO - Epoch [22][2340/3757] lr: 1.000e-02, eta: 6 days, 0:17:42, time: 1.121, data_time: 0.001, memory: 6921, loss_aux: 1.4187, top1_acc: 0.4477, top5_acc: 0.6906, loss_cls: 2.4896, loss: 3.9082, grad_norm: 6.4412 2021-07-03 23:13:50,124 - mmaction - INFO - Epoch [22][2360/3757] lr: 1.000e-02, eta: 6 days, 0:17:16, time: 1.036, data_time: 0.001, memory: 6921, loss_aux: 1.3923, top1_acc: 0.4641, top5_acc: 0.6805, loss_cls: 2.4338, loss: 3.8261, grad_norm: 6.2534 2021-07-03 23:14:11,152 - mmaction - INFO - Epoch [22][2380/3757] lr: 1.000e-02, eta: 6 days, 0:16:51, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3734, top1_acc: 0.4672, top5_acc: 0.6937, loss_cls: 2.3810, loss: 3.7544, grad_norm: 6.1448 2021-07-03 23:14:32,277 - mmaction - INFO - Epoch [22][2400/3757] lr: 1.000e-02, eta: 6 days, 0:16:27, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3969, top1_acc: 0.4602, top5_acc: 0.7055, loss_cls: 2.4280, loss: 3.8249, grad_norm: 6.3671 2021-07-03 23:14:53,533 - mmaction - INFO - Epoch [22][2420/3757] lr: 1.000e-02, eta: 6 days, 0:16:04, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3415, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3359, loss: 3.6775, grad_norm: 6.3526 2021-07-03 23:15:14,954 - mmaction - INFO - Epoch [22][2440/3757] lr: 1.000e-02, eta: 6 days, 0:15:42, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3650, top1_acc: 0.4445, top5_acc: 0.6719, loss_cls: 2.4285, loss: 3.7935, grad_norm: 6.5048 2021-07-03 23:15:36,324 - mmaction - INFO - Epoch [22][2460/3757] lr: 1.000e-02, eta: 6 days, 0:15:19, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3826, top1_acc: 0.4461, top5_acc: 0.7031, loss_cls: 2.3986, loss: 3.7813, grad_norm: 6.3303 2021-07-03 23:15:57,520 - mmaction - INFO - Epoch [22][2480/3757] lr: 1.000e-02, eta: 6 days, 0:14:56, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3521, top1_acc: 0.4664, top5_acc: 0.7008, loss_cls: 2.3472, loss: 3.6993, grad_norm: 6.3293 2021-07-03 23:16:19,040 - mmaction - INFO - Epoch [22][2500/3757] lr: 1.000e-02, eta: 6 days, 0:14:34, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.4073, top1_acc: 0.4477, top5_acc: 0.6820, loss_cls: 2.4598, loss: 3.8671, grad_norm: 6.5237 2021-07-03 23:16:40,845 - mmaction - INFO - Epoch [22][2520/3757] lr: 1.000e-02, eta: 6 days, 0:14:14, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.3475, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3616, loss: 3.7091, grad_norm: 6.4318 2021-07-03 23:17:02,194 - mmaction - INFO - Epoch [22][2540/3757] lr: 1.000e-02, eta: 6 days, 0:13:51, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.4127, top1_acc: 0.4586, top5_acc: 0.6891, loss_cls: 2.4184, loss: 3.8311, grad_norm: 6.3262 2021-07-03 23:17:23,511 - mmaction - INFO - Epoch [22][2560/3757] lr: 1.000e-02, eta: 6 days, 0:13:29, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3890, top1_acc: 0.4422, top5_acc: 0.6969, loss_cls: 2.4083, loss: 3.7972, grad_norm: 6.2849 2021-07-03 23:17:44,503 - mmaction - INFO - Epoch [22][2580/3757] lr: 1.000e-02, eta: 6 days, 0:13:04, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3926, top1_acc: 0.4484, top5_acc: 0.6805, loss_cls: 2.4427, loss: 3.8353, grad_norm: 6.3650 2021-07-03 23:18:05,696 - mmaction - INFO - Epoch [22][2600/3757] lr: 1.000e-02, eta: 6 days, 0:12:40, time: 1.062, data_time: 0.007, memory: 6921, loss_aux: 1.3937, top1_acc: 0.4414, top5_acc: 0.6937, loss_cls: 2.4020, loss: 3.7958, grad_norm: 6.3906 2021-07-03 23:18:28,009 - mmaction - INFO - Epoch [22][2620/3757] lr: 1.000e-02, eta: 6 days, 0:12:23, time: 1.116, data_time: 0.082, memory: 6921, loss_aux: 1.3929, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.3960, loss: 3.7889, grad_norm: 6.4200 2021-07-03 23:18:48,999 - mmaction - INFO - Epoch [22][2640/3757] lr: 1.000e-02, eta: 6 days, 0:11:58, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3412, top1_acc: 0.4656, top5_acc: 0.7297, loss_cls: 2.3005, loss: 3.6416, grad_norm: 6.2998 2021-07-03 23:19:10,201 - mmaction - INFO - Epoch [22][2660/3757] lr: 1.000e-02, eta: 6 days, 0:11:35, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3862, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3468, loss: 3.7330, grad_norm: 6.5358 2021-07-03 23:19:31,638 - mmaction - INFO - Epoch [22][2680/3757] lr: 1.000e-02, eta: 6 days, 0:11:13, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3767, top1_acc: 0.4523, top5_acc: 0.7047, loss_cls: 2.4050, loss: 3.7817, grad_norm: 6.5966 2021-07-03 23:19:53,508 - mmaction - INFO - Epoch [22][2700/3757] lr: 1.000e-02, eta: 6 days, 0:10:53, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.3585, top1_acc: 0.4578, top5_acc: 0.7102, loss_cls: 2.3460, loss: 3.7045, grad_norm: 6.5560 2021-07-03 23:20:14,663 - mmaction - INFO - Epoch [22][2720/3757] lr: 1.000e-02, eta: 6 days, 0:10:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3517, top1_acc: 0.4680, top5_acc: 0.7242, loss_cls: 2.3158, loss: 3.6675, grad_norm: 6.3167 2021-07-03 23:20:35,693 - mmaction - INFO - Epoch [22][2740/3757] lr: 1.000e-02, eta: 6 days, 0:10:05, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3510, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.3807, loss: 3.7317, grad_norm: 6.4851 2021-07-03 23:20:57,868 - mmaction - INFO - Epoch [22][2760/3757] lr: 1.000e-02, eta: 6 days, 0:09:47, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.4169, top1_acc: 0.4469, top5_acc: 0.6930, loss_cls: 2.4403, loss: 3.8572, grad_norm: 6.3905 2021-07-03 23:21:18,924 - mmaction - INFO - Epoch [22][2780/3757] lr: 1.000e-02, eta: 6 days, 0:09:23, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.3748, top1_acc: 0.4695, top5_acc: 0.6977, loss_cls: 2.3622, loss: 3.7370, grad_norm: 6.3518 2021-07-03 23:21:40,091 - mmaction - INFO - Epoch [22][2800/3757] lr: 1.000e-02, eta: 6 days, 0:08:59, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.4216, top1_acc: 0.4516, top5_acc: 0.6906, loss_cls: 2.4905, loss: 3.9121, grad_norm: 6.3453 2021-07-03 23:22:01,956 - mmaction - INFO - Epoch [22][2820/3757] lr: 1.000e-02, eta: 6 days, 0:08:39, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.4197, top1_acc: 0.4625, top5_acc: 0.6781, loss_cls: 2.4711, loss: 3.8908, grad_norm: 6.3447 2021-07-03 23:22:23,924 - mmaction - INFO - Epoch [22][2840/3757] lr: 1.000e-02, eta: 6 days, 0:08:20, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.4073, top1_acc: 0.4648, top5_acc: 0.6813, loss_cls: 2.4562, loss: 3.8635, grad_norm: 6.4601 2021-07-03 23:22:44,845 - mmaction - INFO - Epoch [22][2860/3757] lr: 1.000e-02, eta: 6 days, 0:07:55, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.3967, top1_acc: 0.4391, top5_acc: 0.6945, loss_cls: 2.4324, loss: 3.8291, grad_norm: 6.6614 2021-07-03 23:23:05,877 - mmaction - INFO - Epoch [22][2880/3757] lr: 1.000e-02, eta: 6 days, 0:07:31, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.3377, top1_acc: 0.4555, top5_acc: 0.7086, loss_cls: 2.3417, loss: 3.6794, grad_norm: 6.2987 2021-07-03 23:23:28,020 - mmaction - INFO - Epoch [22][2900/3757] lr: 1.000e-02, eta: 6 days, 0:07:13, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.4525, top1_acc: 0.4289, top5_acc: 0.6805, loss_cls: 2.5384, loss: 3.9909, grad_norm: 6.5393 2021-07-03 23:23:49,093 - mmaction - INFO - Epoch [22][2920/3757] lr: 1.000e-02, eta: 6 days, 0:06:48, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3993, top1_acc: 0.4547, top5_acc: 0.6992, loss_cls: 2.4493, loss: 3.8486, grad_norm: 6.2965 2021-07-03 23:24:10,097 - mmaction - INFO - Epoch [22][2940/3757] lr: 1.000e-02, eta: 6 days, 0:06:24, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.4139, top1_acc: 0.4672, top5_acc: 0.6797, loss_cls: 2.4765, loss: 3.8904, grad_norm: 6.4139 2021-07-03 23:24:31,092 - mmaction - INFO - Epoch [22][2960/3757] lr: 1.000e-02, eta: 6 days, 0:05:59, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3572, top1_acc: 0.4719, top5_acc: 0.7102, loss_cls: 2.3699, loss: 3.7271, grad_norm: 6.3599 2021-07-03 23:24:52,700 - mmaction - INFO - Epoch [22][2980/3757] lr: 1.000e-02, eta: 6 days, 0:05:38, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3284, top1_acc: 0.4648, top5_acc: 0.7125, loss_cls: 2.3286, loss: 3.6569, grad_norm: 6.4246 2021-07-03 23:25:13,995 - mmaction - INFO - Epoch [22][3000/3757] lr: 1.000e-02, eta: 6 days, 0:05:15, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.4133, top1_acc: 0.4484, top5_acc: 0.6742, loss_cls: 2.4929, loss: 3.9062, grad_norm: 6.4419 2021-07-03 23:25:35,199 - mmaction - INFO - Epoch [22][3020/3757] lr: 1.000e-02, eta: 6 days, 0:04:51, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3562, top1_acc: 0.4727, top5_acc: 0.7148, loss_cls: 2.3201, loss: 3.6763, grad_norm: 6.2431 2021-07-03 23:25:56,833 - mmaction - INFO - Epoch [22][3040/3757] lr: 1.000e-02, eta: 6 days, 0:04:30, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.4105, top1_acc: 0.4680, top5_acc: 0.6672, loss_cls: 2.4756, loss: 3.8861, grad_norm: 6.5666 2021-07-03 23:26:18,591 - mmaction - INFO - Epoch [22][3060/3757] lr: 1.000e-02, eta: 6 days, 0:04:10, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 1.3433, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3333, loss: 3.6766, grad_norm: 6.3661 2021-07-03 23:26:39,945 - mmaction - INFO - Epoch [22][3080/3757] lr: 1.000e-02, eta: 6 days, 0:03:48, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3670, top1_acc: 0.4680, top5_acc: 0.7008, loss_cls: 2.4048, loss: 3.7718, grad_norm: 6.3929 2021-07-03 23:27:01,201 - mmaction - INFO - Epoch [22][3100/3757] lr: 1.000e-02, eta: 6 days, 0:03:24, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.3527, top1_acc: 0.4680, top5_acc: 0.7023, loss_cls: 2.3641, loss: 3.7168, grad_norm: 6.1423 2021-07-03 23:27:22,749 - mmaction - INFO - Epoch [22][3120/3757] lr: 1.000e-02, eta: 6 days, 0:03:03, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.3998, top1_acc: 0.4555, top5_acc: 0.6875, loss_cls: 2.4591, loss: 3.8589, grad_norm: 6.4130 2021-07-03 23:27:43,918 - mmaction - INFO - Epoch [22][3140/3757] lr: 1.000e-02, eta: 6 days, 0:02:39, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3449, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3707, loss: 3.7156, grad_norm: 6.2854 2021-07-03 23:28:05,570 - mmaction - INFO - Epoch [22][3160/3757] lr: 1.000e-02, eta: 6 days, 0:02:18, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.3920, top1_acc: 0.4578, top5_acc: 0.6961, loss_cls: 2.4363, loss: 3.8283, grad_norm: 6.5557 2021-07-03 23:28:27,018 - mmaction - INFO - Epoch [22][3180/3757] lr: 1.000e-02, eta: 6 days, 0:01:56, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.4192, top1_acc: 0.4633, top5_acc: 0.6766, loss_cls: 2.4626, loss: 3.8818, grad_norm: 6.5115 2021-07-03 23:28:47,827 - mmaction - INFO - Epoch [22][3200/3757] lr: 1.000e-02, eta: 6 days, 0:01:30, time: 1.039, data_time: 0.004, memory: 6921, loss_aux: 1.4597, top1_acc: 0.4414, top5_acc: 0.6625, loss_cls: 2.5609, loss: 4.0205, grad_norm: 6.3707 2021-07-03 23:29:09,221 - mmaction - INFO - Epoch [22][3220/3757] lr: 1.000e-02, eta: 6 days, 0:01:08, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3818, top1_acc: 0.4656, top5_acc: 0.6992, loss_cls: 2.3712, loss: 3.7530, grad_norm: 6.2922 2021-07-03 23:29:30,977 - mmaction - INFO - Epoch [22][3240/3757] lr: 1.000e-02, eta: 6 days, 0:00:48, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.3619, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.3493, loss: 3.7112, grad_norm: 6.3410 2021-07-03 23:29:52,214 - mmaction - INFO - Epoch [22][3260/3757] lr: 1.000e-02, eta: 6 days, 0:00:24, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3684, top1_acc: 0.4523, top5_acc: 0.7078, loss_cls: 2.3599, loss: 3.7282, grad_norm: 6.3221 2021-07-03 23:30:13,345 - mmaction - INFO - Epoch [22][3280/3757] lr: 1.000e-02, eta: 6 days, 0:00:01, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3570, top1_acc: 0.4789, top5_acc: 0.7102, loss_cls: 2.2960, loss: 3.6530, grad_norm: 6.4680 2021-07-03 23:30:34,660 - mmaction - INFO - Epoch [22][3300/3757] lr: 1.000e-02, eta: 5 days, 23:59:38, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.4176, top1_acc: 0.4562, top5_acc: 0.6781, loss_cls: 2.4524, loss: 3.8700, grad_norm: 6.5628 2021-07-03 23:30:56,415 - mmaction - INFO - Epoch [22][3320/3757] lr: 1.000e-02, eta: 5 days, 23:59:17, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3646, top1_acc: 0.4727, top5_acc: 0.6992, loss_cls: 2.3967, loss: 3.7613, grad_norm: 6.2763 2021-07-03 23:31:17,464 - mmaction - INFO - Epoch [22][3340/3757] lr: 1.000e-02, eta: 5 days, 23:58:53, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3902, top1_acc: 0.4477, top5_acc: 0.6992, loss_cls: 2.4539, loss: 3.8441, grad_norm: 6.2695 2021-07-03 23:31:38,602 - mmaction - INFO - Epoch [22][3360/3757] lr: 1.000e-02, eta: 5 days, 23:58:29, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3560, top1_acc: 0.4805, top5_acc: 0.7039, loss_cls: 2.3547, loss: 3.7106, grad_norm: 6.2446 2021-07-03 23:31:59,632 - mmaction - INFO - Epoch [22][3380/3757] lr: 1.000e-02, eta: 5 days, 23:58:05, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3627, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3555, loss: 3.7181, grad_norm: 6.3805 2021-07-03 23:32:21,811 - mmaction - INFO - Epoch [22][3400/3757] lr: 1.000e-02, eta: 5 days, 23:57:47, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.3615, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.3926, loss: 3.7542, grad_norm: 6.5238 2021-07-03 23:32:42,958 - mmaction - INFO - Epoch [22][3420/3757] lr: 1.000e-02, eta: 5 days, 23:57:23, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3361, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.3013, loss: 3.6374, grad_norm: 6.2716 2021-07-03 23:33:05,202 - mmaction - INFO - Epoch [22][3440/3757] lr: 1.000e-02, eta: 5 days, 23:57:06, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.3466, top1_acc: 0.4734, top5_acc: 0.7266, loss_cls: 2.3101, loss: 3.6567, grad_norm: 6.4862 2021-07-03 23:33:26,354 - mmaction - INFO - Epoch [22][3460/3757] lr: 1.000e-02, eta: 5 days, 23:56:42, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3847, top1_acc: 0.4547, top5_acc: 0.6984, loss_cls: 2.4032, loss: 3.7879, grad_norm: 6.4304 2021-07-03 23:33:47,549 - mmaction - INFO - Epoch [22][3480/3757] lr: 1.000e-02, eta: 5 days, 23:56:18, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3725, top1_acc: 0.4414, top5_acc: 0.7008, loss_cls: 2.3841, loss: 3.7566, grad_norm: 6.3731 2021-07-03 23:34:08,712 - mmaction - INFO - Epoch [22][3500/3757] lr: 1.000e-02, eta: 5 days, 23:55:55, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3645, top1_acc: 0.4398, top5_acc: 0.6883, loss_cls: 2.4363, loss: 3.8008, grad_norm: 6.4739 2021-07-03 23:34:29,976 - mmaction - INFO - Epoch [22][3520/3757] lr: 1.000e-02, eta: 5 days, 23:55:31, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.3938, top1_acc: 0.4570, top5_acc: 0.7008, loss_cls: 2.4378, loss: 3.8316, grad_norm: 6.4168 2021-07-03 23:34:51,695 - mmaction - INFO - Epoch [22][3540/3757] lr: 1.000e-02, eta: 5 days, 23:55:11, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.3699, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.3949, loss: 3.7649, grad_norm: 6.3909 2021-07-03 23:35:12,718 - mmaction - INFO - Epoch [22][3560/3757] lr: 1.000e-02, eta: 5 days, 23:54:46, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3233, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.3155, loss: 3.6388, grad_norm: 6.3150 2021-07-03 23:35:33,799 - mmaction - INFO - Epoch [22][3580/3757] lr: 1.000e-02, eta: 5 days, 23:54:22, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3720, top1_acc: 0.4477, top5_acc: 0.6930, loss_cls: 2.4481, loss: 3.8201, grad_norm: 6.4122 2021-07-03 23:35:55,509 - mmaction - INFO - Epoch [22][3600/3757] lr: 1.000e-02, eta: 5 days, 23:54:01, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3278, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2540, loss: 3.5818, grad_norm: 6.1206 2021-07-03 23:36:16,600 - mmaction - INFO - Epoch [22][3620/3757] lr: 1.000e-02, eta: 5 days, 23:53:37, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3836, top1_acc: 0.4594, top5_acc: 0.7008, loss_cls: 2.4037, loss: 3.7874, grad_norm: 6.4148 2021-07-03 23:36:37,973 - mmaction - INFO - Epoch [22][3640/3757] lr: 1.000e-02, eta: 5 days, 23:53:15, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.4285, top1_acc: 0.4445, top5_acc: 0.6852, loss_cls: 2.4745, loss: 3.9030, grad_norm: 6.5816 2021-07-03 23:36:59,253 - mmaction - INFO - Epoch [22][3660/3757] lr: 1.000e-02, eta: 5 days, 23:52:52, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3564, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3708, loss: 3.7273, grad_norm: 6.5109 2021-07-03 23:37:20,909 - mmaction - INFO - Epoch [22][3680/3757] lr: 1.000e-02, eta: 5 days, 23:52:31, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3574, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3893, loss: 3.7467, grad_norm: 6.4973 2021-07-03 23:37:42,773 - mmaction - INFO - Epoch [22][3700/3757] lr: 1.000e-02, eta: 5 days, 23:52:11, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.3384, top1_acc: 0.4688, top5_acc: 0.7016, loss_cls: 2.3580, loss: 3.6964, grad_norm: 6.5095 2021-07-03 23:38:04,468 - mmaction - INFO - Epoch [22][3720/3757] lr: 1.000e-02, eta: 5 days, 23:51:51, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.3402, top1_acc: 0.4641, top5_acc: 0.7211, loss_cls: 2.3234, loss: 3.6637, grad_norm: 6.5684 2021-07-03 23:38:25,410 - mmaction - INFO - Epoch [22][3740/3757] lr: 1.000e-02, eta: 5 days, 23:51:26, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.4580, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5710, loss: 4.0290, grad_norm: 6.8225 2021-07-03 23:38:43,616 - mmaction - INFO - Saving checkpoint at 22 epochs 2021-07-03 23:39:45,333 - mmaction - INFO - Epoch [23][20/3757] lr: 1.000e-02, eta: 5 days, 23:52:44, time: 3.007, data_time: 1.959, memory: 6921, loss_aux: 1.4075, top1_acc: 0.4523, top5_acc: 0.6852, loss_cls: 2.4531, loss: 3.8606, grad_norm: 6.3782 2021-07-03 23:40:07,115 - mmaction - INFO - Epoch [23][40/3757] lr: 1.000e-02, eta: 5 days, 23:52:24, time: 1.089, data_time: 0.013, memory: 6921, loss_aux: 1.4119, top1_acc: 0.4531, top5_acc: 0.6898, loss_cls: 2.4755, loss: 3.8874, grad_norm: 6.5328 2021-07-03 23:40:28,565 - mmaction - INFO - Epoch [23][60/3757] lr: 1.000e-02, eta: 5 days, 23:52:02, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.3637, top1_acc: 0.4586, top5_acc: 0.7047, loss_cls: 2.3989, loss: 3.7625, grad_norm: 6.3647 2021-07-03 23:40:50,269 - mmaction - INFO - Epoch [23][80/3757] lr: 1.000e-02, eta: 5 days, 23:51:41, time: 1.086, data_time: 0.006, memory: 6921, loss_aux: 1.3369, top1_acc: 0.4781, top5_acc: 0.7219, loss_cls: 2.3002, loss: 3.6371, grad_norm: 6.2114 2021-07-03 23:41:11,157 - mmaction - INFO - Epoch [23][100/3757] lr: 1.000e-02, eta: 5 days, 23:51:16, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4531, top5_acc: 0.7109, loss_cls: 2.3512, loss: 3.6725, grad_norm: 6.2795 2021-07-03 23:41:32,066 - mmaction - INFO - Epoch [23][120/3757] lr: 1.000e-02, eta: 5 days, 23:50:51, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.3872, top1_acc: 0.4570, top5_acc: 0.6984, loss_cls: 2.4338, loss: 3.8210, grad_norm: 6.4529 2021-07-03 23:41:53,362 - mmaction - INFO - Epoch [23][140/3757] lr: 1.000e-02, eta: 5 days, 23:50:28, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.3987, top1_acc: 0.4492, top5_acc: 0.6914, loss_cls: 2.4061, loss: 3.8047, grad_norm: 6.4282 2021-07-03 23:42:14,342 - mmaction - INFO - Epoch [23][160/3757] lr: 1.000e-02, eta: 5 days, 23:50:03, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.3947, top1_acc: 0.4711, top5_acc: 0.6953, loss_cls: 2.4334, loss: 3.8281, grad_norm: 6.3713 2021-07-03 23:42:35,273 - mmaction - INFO - Epoch [23][180/3757] lr: 1.000e-02, eta: 5 days, 23:49:38, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.3886, top1_acc: 0.4539, top5_acc: 0.6953, loss_cls: 2.3916, loss: 3.7802, grad_norm: 6.3873 2021-07-03 23:42:56,212 - mmaction - INFO - Epoch [23][200/3757] lr: 1.000e-02, eta: 5 days, 23:49:13, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3711, top1_acc: 0.4633, top5_acc: 0.6898, loss_cls: 2.3567, loss: 3.7278, grad_norm: 6.4090 2021-07-03 23:43:17,681 - mmaction - INFO - Epoch [23][220/3757] lr: 1.000e-02, eta: 5 days, 23:48:51, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3567, top1_acc: 0.4789, top5_acc: 0.7086, loss_cls: 2.3232, loss: 3.6799, grad_norm: 6.5367 2021-07-03 23:43:38,662 - mmaction - INFO - Epoch [23][240/3757] lr: 1.000e-02, eta: 5 days, 23:48:26, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.3683, top1_acc: 0.4570, top5_acc: 0.6977, loss_cls: 2.3824, loss: 3.7507, grad_norm: 6.5304 2021-07-03 23:43:59,904 - mmaction - INFO - Epoch [23][260/3757] lr: 1.000e-02, eta: 5 days, 23:48:03, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3457, top1_acc: 0.4672, top5_acc: 0.7000, loss_cls: 2.3640, loss: 3.7098, grad_norm: 6.4462 2021-07-03 23:44:21,284 - mmaction - INFO - Epoch [23][280/3757] lr: 1.000e-02, eta: 5 days, 23:47:40, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3533, top1_acc: 0.4727, top5_acc: 0.6977, loss_cls: 2.3521, loss: 3.7054, grad_norm: 6.3796 2021-07-03 23:44:42,269 - mmaction - INFO - Epoch [23][300/3757] lr: 1.000e-02, eta: 5 days, 23:47:15, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3725, top1_acc: 0.4422, top5_acc: 0.7039, loss_cls: 2.4323, loss: 3.8048, grad_norm: 6.4622 2021-07-03 23:45:04,066 - mmaction - INFO - Epoch [23][320/3757] lr: 1.000e-02, eta: 5 days, 23:46:55, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.3766, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.3598, loss: 3.7364, grad_norm: 6.4015 2021-07-03 23:45:25,071 - mmaction - INFO - Epoch [23][340/3757] lr: 1.000e-02, eta: 5 days, 23:46:31, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.3716, top1_acc: 0.4539, top5_acc: 0.7008, loss_cls: 2.4009, loss: 3.7725, grad_norm: 6.4324 2021-07-03 23:45:46,869 - mmaction - INFO - Epoch [23][360/3757] lr: 1.000e-02, eta: 5 days, 23:46:11, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.3422, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.2754, loss: 3.6177, grad_norm: 6.2106 2021-07-03 23:46:08,048 - mmaction - INFO - Epoch [23][380/3757] lr: 1.000e-02, eta: 5 days, 23:45:47, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3463, top1_acc: 0.4539, top5_acc: 0.7312, loss_cls: 2.3171, loss: 3.6634, grad_norm: 6.4785 2021-07-03 23:46:29,120 - mmaction - INFO - Epoch [23][400/3757] lr: 1.000e-02, eta: 5 days, 23:45:23, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3726, top1_acc: 0.4602, top5_acc: 0.7008, loss_cls: 2.3764, loss: 3.7490, grad_norm: 6.6484 2021-07-03 23:46:50,481 - mmaction - INFO - Epoch [23][420/3757] lr: 1.000e-02, eta: 5 days, 23:45:00, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.4036, top1_acc: 0.4531, top5_acc: 0.7008, loss_cls: 2.4128, loss: 3.8165, grad_norm: 6.4750 2021-07-03 23:47:11,456 - mmaction - INFO - Epoch [23][440/3757] lr: 1.000e-02, eta: 5 days, 23:44:35, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.3717, top1_acc: 0.4727, top5_acc: 0.7055, loss_cls: 2.3869, loss: 3.7586, grad_norm: 6.2298 2021-07-03 23:47:33,718 - mmaction - INFO - Epoch [23][460/3757] lr: 1.000e-02, eta: 5 days, 23:44:18, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.3392, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.3328, loss: 3.6720, grad_norm: 6.1761 2021-07-03 23:47:54,829 - mmaction - INFO - Epoch [23][480/3757] lr: 1.000e-02, eta: 5 days, 23:43:54, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3586, top1_acc: 0.4617, top5_acc: 0.6977, loss_cls: 2.3500, loss: 3.7087, grad_norm: 6.2882 2021-07-03 23:48:15,937 - mmaction - INFO - Epoch [23][500/3757] lr: 1.000e-02, eta: 5 days, 23:43:30, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3419, top1_acc: 0.4750, top5_acc: 0.7109, loss_cls: 2.3029, loss: 3.6447, grad_norm: 6.3557 2021-07-03 23:48:37,011 - mmaction - INFO - Epoch [23][520/3757] lr: 1.000e-02, eta: 5 days, 23:43:06, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.4134, top1_acc: 0.4461, top5_acc: 0.6844, loss_cls: 2.4443, loss: 3.8577, grad_norm: 6.3665 2021-07-03 23:48:57,818 - mmaction - INFO - Epoch [23][540/3757] lr: 1.000e-02, eta: 5 days, 23:42:40, time: 1.039, data_time: 0.002, memory: 6921, loss_aux: 1.3666, top1_acc: 0.4734, top5_acc: 0.7016, loss_cls: 2.3766, loss: 3.7431, grad_norm: 6.3724 2021-07-03 23:49:18,717 - mmaction - INFO - Epoch [23][560/3757] lr: 1.000e-02, eta: 5 days, 23:42:15, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.4073, top1_acc: 0.4594, top5_acc: 0.7039, loss_cls: 2.3755, loss: 3.7828, grad_norm: 6.5289 2021-07-03 23:49:39,764 - mmaction - INFO - Epoch [23][580/3757] lr: 1.000e-02, eta: 5 days, 23:41:50, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3809, top1_acc: 0.4633, top5_acc: 0.6906, loss_cls: 2.3907, loss: 3.7716, grad_norm: 6.4712 2021-07-03 23:50:01,026 - mmaction - INFO - Epoch [23][600/3757] lr: 1.000e-02, eta: 5 days, 23:41:27, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3518, top1_acc: 0.4617, top5_acc: 0.7164, loss_cls: 2.2975, loss: 3.6493, grad_norm: 6.4830 2021-07-03 23:50:22,780 - mmaction - INFO - Epoch [23][620/3757] lr: 1.000e-02, eta: 5 days, 23:41:07, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3617, top1_acc: 0.4539, top5_acc: 0.7039, loss_cls: 2.3589, loss: 3.7206, grad_norm: 6.4708 2021-07-03 23:50:43,830 - mmaction - INFO - Epoch [23][640/3757] lr: 1.000e-02, eta: 5 days, 23:40:42, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3230, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.2496, loss: 3.5726, grad_norm: 6.3721 2021-07-03 23:51:05,894 - mmaction - INFO - Epoch [23][660/3757] lr: 1.000e-02, eta: 5 days, 23:40:24, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.3697, top1_acc: 0.4531, top5_acc: 0.6992, loss_cls: 2.3694, loss: 3.7391, grad_norm: 6.4466 2021-07-03 23:51:26,884 - mmaction - INFO - Epoch [23][680/3757] lr: 1.000e-02, eta: 5 days, 23:39:59, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3646, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3726, loss: 3.7372, grad_norm: 6.5292 2021-07-03 23:51:49,152 - mmaction - INFO - Epoch [23][700/3757] lr: 1.000e-02, eta: 5 days, 23:39:42, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.3790, top1_acc: 0.4523, top5_acc: 0.7063, loss_cls: 2.3912, loss: 3.7702, grad_norm: 6.5287 2021-07-03 23:52:10,085 - mmaction - INFO - Epoch [23][720/3757] lr: 1.000e-02, eta: 5 days, 23:39:17, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.4249, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4799, loss: 3.9048, grad_norm: 6.3724 2021-07-03 23:52:30,995 - mmaction - INFO - Epoch [23][740/3757] lr: 1.000e-02, eta: 5 days, 23:38:52, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3745, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.3942, loss: 3.7687, grad_norm: 6.3408 2021-07-03 23:52:52,148 - mmaction - INFO - Epoch [23][760/3757] lr: 1.000e-02, eta: 5 days, 23:38:28, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.3916, top1_acc: 0.4469, top5_acc: 0.7047, loss_cls: 2.4082, loss: 3.7998, grad_norm: 6.5486 2021-07-03 23:53:13,205 - mmaction - INFO - Epoch [23][780/3757] lr: 1.000e-02, eta: 5 days, 23:38:04, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3740, top1_acc: 0.4461, top5_acc: 0.6984, loss_cls: 2.4100, loss: 3.7840, grad_norm: 6.4042 2021-07-03 23:53:34,965 - mmaction - INFO - Epoch [23][800/3757] lr: 1.000e-02, eta: 5 days, 23:37:43, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.3896, top1_acc: 0.4656, top5_acc: 0.6930, loss_cls: 2.4043, loss: 3.7939, grad_norm: 6.4533 2021-07-03 23:53:56,377 - mmaction - INFO - Epoch [23][820/3757] lr: 1.000e-02, eta: 5 days, 23:37:21, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.4121, top1_acc: 0.4422, top5_acc: 0.6945, loss_cls: 2.4889, loss: 3.9010, grad_norm: 6.3876 2021-07-03 23:54:17,541 - mmaction - INFO - Epoch [23][840/3757] lr: 1.000e-02, eta: 5 days, 23:36:57, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3869, top1_acc: 0.4531, top5_acc: 0.7039, loss_cls: 2.3858, loss: 3.7727, grad_norm: 6.3449 2021-07-03 23:54:39,040 - mmaction - INFO - Epoch [23][860/3757] lr: 1.000e-02, eta: 5 days, 23:36:35, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.4099, top1_acc: 0.4617, top5_acc: 0.6922, loss_cls: 2.4241, loss: 3.8340, grad_norm: 6.5454 2021-07-03 23:55:00,402 - mmaction - INFO - Epoch [23][880/3757] lr: 1.000e-02, eta: 5 days, 23:36:13, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.3574, top1_acc: 0.4484, top5_acc: 0.6992, loss_cls: 2.3950, loss: 3.7525, grad_norm: 6.4434 2021-07-03 23:55:21,323 - mmaction - INFO - Epoch [23][900/3757] lr: 1.000e-02, eta: 5 days, 23:35:48, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3741, top1_acc: 0.4578, top5_acc: 0.6844, loss_cls: 2.4488, loss: 3.8229, grad_norm: 6.5079 2021-07-03 23:55:42,455 - mmaction - INFO - Epoch [23][920/3757] lr: 1.000e-02, eta: 5 days, 23:35:24, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3561, top1_acc: 0.4797, top5_acc: 0.7008, loss_cls: 2.3325, loss: 3.6886, grad_norm: 6.3295 2021-07-03 23:56:03,320 - mmaction - INFO - Epoch [23][940/3757] lr: 1.000e-02, eta: 5 days, 23:34:59, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.3242, top1_acc: 0.4711, top5_acc: 0.7156, loss_cls: 2.3095, loss: 3.6337, grad_norm: 6.4487 2021-07-03 23:56:24,424 - mmaction - INFO - Epoch [23][960/3757] lr: 1.000e-02, eta: 5 days, 23:34:35, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.4122, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.4259, loss: 3.8382, grad_norm: 6.4945 2021-07-03 23:56:45,604 - mmaction - INFO - Epoch [23][980/3757] lr: 1.000e-02, eta: 5 days, 23:34:11, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3474, top1_acc: 0.4664, top5_acc: 0.7148, loss_cls: 2.3440, loss: 3.6914, grad_norm: 6.3316 2021-07-03 23:57:06,842 - mmaction - INFO - Epoch [23][1000/3757] lr: 1.000e-02, eta: 5 days, 23:33:48, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.3562, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.3426, loss: 3.6989, grad_norm: 6.6394 2021-07-03 23:57:28,596 - mmaction - INFO - Epoch [23][1020/3757] lr: 1.000e-02, eta: 5 days, 23:33:27, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.3366, top1_acc: 0.4727, top5_acc: 0.7211, loss_cls: 2.2808, loss: 3.6173, grad_norm: 6.6736 2021-07-03 23:57:49,677 - mmaction - INFO - Epoch [23][1040/3757] lr: 1.000e-02, eta: 5 days, 23:33:03, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3596, top1_acc: 0.4555, top5_acc: 0.7156, loss_cls: 2.3716, loss: 3.7312, grad_norm: 6.7744 2021-07-03 23:58:11,022 - mmaction - INFO - Epoch [23][1060/3757] lr: 1.000e-02, eta: 5 days, 23:32:41, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.4138, top1_acc: 0.4469, top5_acc: 0.6859, loss_cls: 2.4699, loss: 3.8837, grad_norm: 6.5629 2021-07-03 23:58:32,186 - mmaction - INFO - Epoch [23][1080/3757] lr: 1.000e-02, eta: 5 days, 23:32:17, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.3628, top1_acc: 0.4648, top5_acc: 0.7039, loss_cls: 2.3983, loss: 3.7611, grad_norm: 6.3425 2021-07-03 23:58:53,191 - mmaction - INFO - Epoch [23][1100/3757] lr: 1.000e-02, eta: 5 days, 23:31:52, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3437, top1_acc: 0.4656, top5_acc: 0.7023, loss_cls: 2.3396, loss: 3.6833, grad_norm: 6.3413 2021-07-03 23:59:14,250 - mmaction - INFO - Epoch [23][1120/3757] lr: 1.000e-02, eta: 5 days, 23:31:28, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2743, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2272, loss: 3.5015, grad_norm: 6.2387 2021-07-03 23:59:36,528 - mmaction - INFO - Epoch [23][1140/3757] lr: 1.000e-02, eta: 5 days, 23:31:11, time: 1.114, data_time: 0.067, memory: 6921, loss_aux: 1.3588, top1_acc: 0.4586, top5_acc: 0.7125, loss_cls: 2.3788, loss: 3.7377, grad_norm: 6.3472 2021-07-03 23:59:57,327 - mmaction - INFO - Epoch [23][1160/3757] lr: 1.000e-02, eta: 5 days, 23:30:45, time: 1.038, data_time: 0.003, memory: 6921, loss_aux: 1.3757, top1_acc: 0.4406, top5_acc: 0.7039, loss_cls: 2.3896, loss: 3.7654, grad_norm: 6.4982 2021-07-04 00:00:18,173 - mmaction - INFO - Epoch [23][1180/3757] lr: 1.000e-02, eta: 5 days, 23:30:19, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 1.3166, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.2835, loss: 3.6001, grad_norm: 6.4902 2021-07-04 00:00:39,366 - mmaction - INFO - Epoch [23][1200/3757] lr: 1.000e-02, eta: 5 days, 23:29:56, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3703, top1_acc: 0.4539, top5_acc: 0.7078, loss_cls: 2.3524, loss: 3.7227, grad_norm: 6.4311 2021-07-04 00:01:00,817 - mmaction - INFO - Epoch [23][1220/3757] lr: 1.000e-02, eta: 5 days, 23:29:34, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.3833, top1_acc: 0.4766, top5_acc: 0.7039, loss_cls: 2.3304, loss: 3.7136, grad_norm: 6.2954 2021-07-04 00:01:22,271 - mmaction - INFO - Epoch [23][1240/3757] lr: 1.000e-02, eta: 5 days, 23:29:12, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.3736, top1_acc: 0.4570, top5_acc: 0.7086, loss_cls: 2.3792, loss: 3.7528, grad_norm: 6.4336 2021-07-04 00:01:43,600 - mmaction - INFO - Epoch [23][1260/3757] lr: 1.000e-02, eta: 5 days, 23:28:49, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3567, top1_acc: 0.4734, top5_acc: 0.6922, loss_cls: 2.3630, loss: 3.7197, grad_norm: 6.3674 2021-07-04 00:02:04,850 - mmaction - INFO - Epoch [23][1280/3757] lr: 1.000e-02, eta: 5 days, 23:28:26, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4127, top1_acc: 0.4422, top5_acc: 0.6844, loss_cls: 2.4401, loss: 3.8528, grad_norm: 6.4453 2021-07-04 00:02:26,204 - mmaction - INFO - Epoch [23][1300/3757] lr: 1.000e-02, eta: 5 days, 23:28:03, time: 1.070, data_time: 0.007, memory: 6921, loss_aux: 1.3673, top1_acc: 0.4508, top5_acc: 0.7102, loss_cls: 2.3771, loss: 3.7444, grad_norm: 6.3822 2021-07-04 00:02:47,141 - mmaction - INFO - Epoch [23][1320/3757] lr: 1.000e-02, eta: 5 days, 23:27:38, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3428, top1_acc: 0.4586, top5_acc: 0.7023, loss_cls: 2.3628, loss: 3.7056, grad_norm: 6.3030 2021-07-04 00:03:09,305 - mmaction - INFO - Epoch [23][1340/3757] lr: 1.000e-02, eta: 5 days, 23:27:20, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.3551, top1_acc: 0.4750, top5_acc: 0.6977, loss_cls: 2.3665, loss: 3.7216, grad_norm: 6.4421 2021-07-04 00:03:30,462 - mmaction - INFO - Epoch [23][1360/3757] lr: 1.000e-02, eta: 5 days, 23:26:57, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3459, top1_acc: 0.4391, top5_acc: 0.7070, loss_cls: 2.3881, loss: 3.7340, grad_norm: 6.4990 2021-07-04 00:03:51,437 - mmaction - INFO - Epoch [23][1380/3757] lr: 1.000e-02, eta: 5 days, 23:26:32, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3769, top1_acc: 0.4617, top5_acc: 0.6797, loss_cls: 2.4193, loss: 3.7962, grad_norm: 6.4046 2021-07-04 00:04:12,383 - mmaction - INFO - Epoch [23][1400/3757] lr: 1.000e-02, eta: 5 days, 23:26:07, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.3823, top1_acc: 0.4523, top5_acc: 0.6836, loss_cls: 2.4437, loss: 3.8260, grad_norm: 6.4178 2021-07-04 00:04:33,372 - mmaction - INFO - Epoch [23][1420/3757] lr: 1.000e-02, eta: 5 days, 23:25:42, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.3830, top1_acc: 0.4648, top5_acc: 0.6930, loss_cls: 2.3843, loss: 3.7673, grad_norm: 6.1917 2021-07-04 00:04:55,114 - mmaction - INFO - Epoch [23][1440/3757] lr: 1.000e-02, eta: 5 days, 23:25:22, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.3569, top1_acc: 0.4758, top5_acc: 0.7070, loss_cls: 2.3471, loss: 3.7041, grad_norm: 6.2748 2021-07-04 00:05:16,101 - mmaction - INFO - Epoch [23][1460/3757] lr: 1.000e-02, eta: 5 days, 23:24:57, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.4082, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.4296, loss: 3.8378, grad_norm: 6.4237 2021-07-04 00:05:37,342 - mmaction - INFO - Epoch [23][1480/3757] lr: 1.000e-02, eta: 5 days, 23:24:34, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.4114, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4384, loss: 3.8498, grad_norm: 6.4837 2021-07-04 00:05:59,294 - mmaction - INFO - Epoch [23][1500/3757] lr: 1.000e-02, eta: 5 days, 23:24:15, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.3157, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.2722, loss: 3.5879, grad_norm: 6.3994 2021-07-04 00:06:20,183 - mmaction - INFO - Epoch [23][1520/3757] lr: 1.000e-02, eta: 5 days, 23:23:49, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3251, top1_acc: 0.4734, top5_acc: 0.7016, loss_cls: 2.3081, loss: 3.6332, grad_norm: 6.5117 2021-07-04 00:06:41,132 - mmaction - INFO - Epoch [23][1540/3757] lr: 1.000e-02, eta: 5 days, 23:23:25, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.4177, top1_acc: 0.4484, top5_acc: 0.6844, loss_cls: 2.4838, loss: 3.9015, grad_norm: 6.4523 2021-07-04 00:07:02,161 - mmaction - INFO - Epoch [23][1560/3757] lr: 1.000e-02, eta: 5 days, 23:23:00, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3600, top1_acc: 0.4570, top5_acc: 0.7016, loss_cls: 2.3846, loss: 3.7446, grad_norm: 6.5128 2021-07-04 00:07:23,265 - mmaction - INFO - Epoch [23][1580/3757] lr: 1.000e-02, eta: 5 days, 23:22:36, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3539, top1_acc: 0.4703, top5_acc: 0.6969, loss_cls: 2.3917, loss: 3.7456, grad_norm: 6.4067 2021-07-04 00:07:44,591 - mmaction - INFO - Epoch [23][1600/3757] lr: 1.000e-02, eta: 5 days, 23:22:13, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3435, top1_acc: 0.4680, top5_acc: 0.7352, loss_cls: 2.3093, loss: 3.6527, grad_norm: 6.3482 2021-07-04 00:08:05,877 - mmaction - INFO - Epoch [23][1620/3757] lr: 1.000e-02, eta: 5 days, 23:21:51, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3644, top1_acc: 0.4672, top5_acc: 0.6945, loss_cls: 2.3915, loss: 3.7559, grad_norm: 6.5594 2021-07-04 00:08:27,250 - mmaction - INFO - Epoch [23][1640/3757] lr: 1.000e-02, eta: 5 days, 23:21:28, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.4292, top1_acc: 0.4391, top5_acc: 0.6758, loss_cls: 2.5296, loss: 3.9588, grad_norm: 6.5043 2021-07-04 00:08:48,057 - mmaction - INFO - Epoch [23][1660/3757] lr: 1.000e-02, eta: 5 days, 23:21:02, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 1.3237, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2882, loss: 3.6119, grad_norm: 6.2423 2021-07-04 00:09:09,051 - mmaction - INFO - Epoch [23][1680/3757] lr: 1.000e-02, eta: 5 days, 23:20:38, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3230, top1_acc: 0.4750, top5_acc: 0.7109, loss_cls: 2.2713, loss: 3.5942, grad_norm: 6.3235 2021-07-04 00:09:30,207 - mmaction - INFO - Epoch [23][1700/3757] lr: 1.000e-02, eta: 5 days, 23:20:14, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3614, top1_acc: 0.4594, top5_acc: 0.7023, loss_cls: 2.3547, loss: 3.7161, grad_norm: 6.3373 2021-07-04 00:09:51,487 - mmaction - INFO - Epoch [23][1720/3757] lr: 1.000e-02, eta: 5 days, 23:19:51, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3587, top1_acc: 0.4508, top5_acc: 0.6953, loss_cls: 2.3955, loss: 3.7543, grad_norm: 6.4290 2021-07-04 00:10:13,134 - mmaction - INFO - Epoch [23][1740/3757] lr: 1.000e-02, eta: 5 days, 23:19:30, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.3448, top1_acc: 0.4758, top5_acc: 0.7211, loss_cls: 2.3102, loss: 3.6551, grad_norm: 6.2799 2021-07-04 00:10:34,142 - mmaction - INFO - Epoch [23][1760/3757] lr: 1.000e-02, eta: 5 days, 23:19:05, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3896, top1_acc: 0.4555, top5_acc: 0.6953, loss_cls: 2.3979, loss: 3.7875, grad_norm: 6.6110 2021-07-04 00:10:55,091 - mmaction - INFO - Epoch [23][1780/3757] lr: 1.000e-02, eta: 5 days, 23:18:41, time: 1.048, data_time: 0.007, memory: 6921, loss_aux: 1.4009, top1_acc: 0.4586, top5_acc: 0.6852, loss_cls: 2.4665, loss: 3.8674, grad_norm: 6.5687 2021-07-04 00:11:16,231 - mmaction - INFO - Epoch [23][1800/3757] lr: 1.000e-02, eta: 5 days, 23:18:17, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3442, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.3706, loss: 3.7148, grad_norm: 6.1802 2021-07-04 00:11:37,625 - mmaction - INFO - Epoch [23][1820/3757] lr: 1.000e-02, eta: 5 days, 23:17:54, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.4020, top1_acc: 0.4492, top5_acc: 0.6828, loss_cls: 2.4836, loss: 3.8856, grad_norm: 6.5215 2021-07-04 00:11:59,072 - mmaction - INFO - Epoch [23][1840/3757] lr: 1.000e-02, eta: 5 days, 23:17:33, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.3905, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.3958, loss: 3.7863, grad_norm: 6.6163 2021-07-04 00:12:20,150 - mmaction - INFO - Epoch [23][1860/3757] lr: 1.000e-02, eta: 5 days, 23:17:08, time: 1.052, data_time: 0.022, memory: 6921, loss_aux: 1.3764, top1_acc: 0.4523, top5_acc: 0.7023, loss_cls: 2.3929, loss: 3.7693, grad_norm: 6.4621 2021-07-04 00:12:41,395 - mmaction - INFO - Epoch [23][1880/3757] lr: 1.000e-02, eta: 5 days, 23:16:45, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3634, top1_acc: 0.4680, top5_acc: 0.7070, loss_cls: 2.3480, loss: 3.7114, grad_norm: 6.2780 2021-07-04 00:13:03,463 - mmaction - INFO - Epoch [23][1900/3757] lr: 1.000e-02, eta: 5 days, 23:16:27, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.3208, top1_acc: 0.4609, top5_acc: 0.7148, loss_cls: 2.3393, loss: 3.6601, grad_norm: 6.4595 2021-07-04 00:13:24,460 - mmaction - INFO - Epoch [23][1920/3757] lr: 1.000e-02, eta: 5 days, 23:16:02, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3967, top1_acc: 0.4359, top5_acc: 0.6937, loss_cls: 2.4348, loss: 3.8315, grad_norm: 6.5361 2021-07-04 00:13:45,546 - mmaction - INFO - Epoch [23][1940/3757] lr: 1.000e-02, eta: 5 days, 23:15:38, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3848, top1_acc: 0.4672, top5_acc: 0.6977, loss_cls: 2.4117, loss: 3.7966, grad_norm: 6.4946 2021-07-04 00:14:06,620 - mmaction - INFO - Epoch [23][1960/3757] lr: 1.000e-02, eta: 5 days, 23:15:14, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3905, top1_acc: 0.4602, top5_acc: 0.6922, loss_cls: 2.4113, loss: 3.8018, grad_norm: 6.4801 2021-07-04 00:14:27,592 - mmaction - INFO - Epoch [23][1980/3757] lr: 1.000e-02, eta: 5 days, 23:14:49, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3923, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.4158, loss: 3.8081, grad_norm: 6.6467 2021-07-04 00:14:49,285 - mmaction - INFO - Epoch [23][2000/3757] lr: 1.000e-02, eta: 5 days, 23:14:28, time: 1.085, data_time: 0.023, memory: 6921, loss_aux: 1.3823, top1_acc: 0.4508, top5_acc: 0.6977, loss_cls: 2.4624, loss: 3.8446, grad_norm: 6.5727 2021-07-04 00:15:10,447 - mmaction - INFO - Epoch [23][2020/3757] lr: 1.000e-02, eta: 5 days, 23:14:05, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3911, top1_acc: 0.4664, top5_acc: 0.7211, loss_cls: 2.3776, loss: 3.7688, grad_norm: 6.5397 2021-07-04 00:15:31,690 - mmaction - INFO - Epoch [23][2040/3757] lr: 1.000e-02, eta: 5 days, 23:13:42, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3934, top1_acc: 0.4484, top5_acc: 0.6891, loss_cls: 2.4657, loss: 3.8592, grad_norm: 6.6476 2021-07-04 00:15:53,890 - mmaction - INFO - Epoch [23][2060/3757] lr: 1.000e-02, eta: 5 days, 23:13:24, time: 1.111, data_time: 0.001, memory: 6921, loss_aux: 1.3978, top1_acc: 0.4289, top5_acc: 0.6930, loss_cls: 2.5003, loss: 3.8981, grad_norm: 6.4390 2021-07-04 00:16:14,902 - mmaction - INFO - Epoch [23][2080/3757] lr: 1.000e-02, eta: 5 days, 23:12:59, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3309, top1_acc: 0.4773, top5_acc: 0.7180, loss_cls: 2.3030, loss: 3.6339, grad_norm: 6.3518 2021-07-04 00:16:36,006 - mmaction - INFO - Epoch [23][2100/3757] lr: 1.000e-02, eta: 5 days, 23:12:35, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3653, top1_acc: 0.4656, top5_acc: 0.6992, loss_cls: 2.3520, loss: 3.7173, grad_norm: 6.4086 2021-07-04 00:16:57,116 - mmaction - INFO - Epoch [23][2120/3757] lr: 1.000e-02, eta: 5 days, 23:12:12, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3703, top1_acc: 0.4477, top5_acc: 0.6875, loss_cls: 2.4403, loss: 3.8106, grad_norm: 6.2861 2021-07-04 00:17:18,284 - mmaction - INFO - Epoch [23][2140/3757] lr: 1.000e-02, eta: 5 days, 23:11:48, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3474, top1_acc: 0.4539, top5_acc: 0.7125, loss_cls: 2.3438, loss: 3.6911, grad_norm: 6.3615 2021-07-04 00:17:39,268 - mmaction - INFO - Epoch [23][2160/3757] lr: 1.000e-02, eta: 5 days, 23:11:23, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.4023, top1_acc: 0.4398, top5_acc: 0.6820, loss_cls: 2.4913, loss: 3.8936, grad_norm: 6.6052 2021-07-04 00:18:00,310 - mmaction - INFO - Epoch [23][2180/3757] lr: 1.000e-02, eta: 5 days, 23:10:59, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3728, top1_acc: 0.4609, top5_acc: 0.7063, loss_cls: 2.3988, loss: 3.7716, grad_norm: 6.3663 2021-07-04 00:18:21,489 - mmaction - INFO - Epoch [23][2200/3757] lr: 1.000e-02, eta: 5 days, 23:10:35, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3805, top1_acc: 0.4719, top5_acc: 0.6922, loss_cls: 2.4102, loss: 3.7907, grad_norm: 6.2986 2021-07-04 00:18:43,963 - mmaction - INFO - Epoch [23][2220/3757] lr: 1.000e-02, eta: 5 days, 23:10:19, time: 1.124, data_time: 0.002, memory: 6921, loss_aux: 1.3349, top1_acc: 0.4484, top5_acc: 0.7039, loss_cls: 2.3407, loss: 3.6756, grad_norm: 6.3164 2021-07-04 00:19:05,248 - mmaction - INFO - Epoch [23][2240/3757] lr: 1.000e-02, eta: 5 days, 23:09:56, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.4318, top1_acc: 0.4516, top5_acc: 0.6742, loss_cls: 2.5074, loss: 3.9392, grad_norm: 6.5484 2021-07-04 00:19:26,281 - mmaction - INFO - Epoch [23][2260/3757] lr: 1.000e-02, eta: 5 days, 23:09:32, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3954, top1_acc: 0.4508, top5_acc: 0.7031, loss_cls: 2.4343, loss: 3.8297, grad_norm: 6.3793 2021-07-04 00:19:47,429 - mmaction - INFO - Epoch [23][2280/3757] lr: 1.000e-02, eta: 5 days, 23:09:08, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3796, top1_acc: 0.4586, top5_acc: 0.7141, loss_cls: 2.3871, loss: 3.7667, grad_norm: 6.4327 2021-07-04 00:20:08,492 - mmaction - INFO - Epoch [23][2300/3757] lr: 1.000e-02, eta: 5 days, 23:08:44, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3532, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3268, loss: 3.6800, grad_norm: 6.2777 2021-07-04 00:20:30,079 - mmaction - INFO - Epoch [23][2320/3757] lr: 1.000e-02, eta: 5 days, 23:08:23, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3704, top1_acc: 0.4555, top5_acc: 0.7047, loss_cls: 2.3917, loss: 3.7621, grad_norm: 6.3902 2021-07-04 00:20:51,265 - mmaction - INFO - Epoch [23][2340/3757] lr: 1.000e-02, eta: 5 days, 23:07:59, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3484, top1_acc: 0.4562, top5_acc: 0.7102, loss_cls: 2.3677, loss: 3.7160, grad_norm: 6.3674 2021-07-04 00:21:13,477 - mmaction - INFO - Epoch [23][2360/3757] lr: 1.000e-02, eta: 5 days, 23:07:41, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.3677, top1_acc: 0.4578, top5_acc: 0.7023, loss_cls: 2.3944, loss: 3.7621, grad_norm: 6.4578 2021-07-04 00:21:34,440 - mmaction - INFO - Epoch [23][2380/3757] lr: 1.000e-02, eta: 5 days, 23:07:17, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.3777, top1_acc: 0.4594, top5_acc: 0.6930, loss_cls: 2.3898, loss: 3.7676, grad_norm: 6.4052 2021-07-04 00:21:55,371 - mmaction - INFO - Epoch [23][2400/3757] lr: 1.000e-02, eta: 5 days, 23:06:52, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.3535, top1_acc: 0.4578, top5_acc: 0.6898, loss_cls: 2.3691, loss: 3.7227, grad_norm: 6.2201 2021-07-04 00:22:17,208 - mmaction - INFO - Epoch [23][2420/3757] lr: 1.000e-02, eta: 5 days, 23:06:32, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.3505, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3277, loss: 3.6782, grad_norm: 6.4147 2021-07-04 00:22:38,304 - mmaction - INFO - Epoch [23][2440/3757] lr: 1.000e-02, eta: 5 days, 23:06:08, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3134, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2624, loss: 3.5758, grad_norm: 6.2570 2021-07-04 00:22:59,596 - mmaction - INFO - Epoch [23][2460/3757] lr: 1.000e-02, eta: 5 days, 23:05:45, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3645, top1_acc: 0.4469, top5_acc: 0.7109, loss_cls: 2.3499, loss: 3.7145, grad_norm: 6.6145 2021-07-04 00:23:20,924 - mmaction - INFO - Epoch [23][2480/3757] lr: 1.000e-02, eta: 5 days, 23:05:22, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.4015, top1_acc: 0.4539, top5_acc: 0.6906, loss_cls: 2.4500, loss: 3.8515, grad_norm: 6.5251 2021-07-04 00:23:43,044 - mmaction - INFO - Epoch [23][2500/3757] lr: 1.000e-02, eta: 5 days, 23:05:04, time: 1.106, data_time: 0.059, memory: 6921, loss_aux: 1.3831, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.4199, loss: 3.8031, grad_norm: 6.4272 2021-07-04 00:24:04,655 - mmaction - INFO - Epoch [23][2520/3757] lr: 1.000e-02, eta: 5 days, 23:04:43, time: 1.079, data_time: 0.046, memory: 6921, loss_aux: 1.3780, top1_acc: 0.4656, top5_acc: 0.6883, loss_cls: 2.4282, loss: 3.8062, grad_norm: 6.6035 2021-07-04 00:24:26,025 - mmaction - INFO - Epoch [23][2540/3757] lr: 1.000e-02, eta: 5 days, 23:04:20, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.3826, top1_acc: 0.4656, top5_acc: 0.6922, loss_cls: 2.4190, loss: 3.8016, grad_norm: 6.3805 2021-07-04 00:24:47,004 - mmaction - INFO - Epoch [23][2560/3757] lr: 1.000e-02, eta: 5 days, 23:03:56, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3924, top1_acc: 0.4453, top5_acc: 0.6828, loss_cls: 2.4497, loss: 3.8421, grad_norm: 6.4781 2021-07-04 00:25:08,145 - mmaction - INFO - Epoch [23][2580/3757] lr: 1.000e-02, eta: 5 days, 23:03:32, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3826, top1_acc: 0.4437, top5_acc: 0.6789, loss_cls: 2.4560, loss: 3.8385, grad_norm: 6.2996 2021-07-04 00:25:29,236 - mmaction - INFO - Epoch [23][2600/3757] lr: 1.000e-02, eta: 5 days, 23:03:08, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3645, top1_acc: 0.4688, top5_acc: 0.7008, loss_cls: 2.3538, loss: 3.7183, grad_norm: 6.3351 2021-07-04 00:25:51,532 - mmaction - INFO - Epoch [23][2620/3757] lr: 1.000e-02, eta: 5 days, 23:02:51, time: 1.115, data_time: 0.062, memory: 6921, loss_aux: 1.3917, top1_acc: 0.4516, top5_acc: 0.6992, loss_cls: 2.4298, loss: 3.8216, grad_norm: 6.5325 2021-07-04 00:26:12,734 - mmaction - INFO - Epoch [23][2640/3757] lr: 1.000e-02, eta: 5 days, 23:02:27, time: 1.060, data_time: 0.007, memory: 6921, loss_aux: 1.3358, top1_acc: 0.4820, top5_acc: 0.7133, loss_cls: 2.3097, loss: 3.6454, grad_norm: 6.3306 2021-07-04 00:26:33,828 - mmaction - INFO - Epoch [23][2660/3757] lr: 1.000e-02, eta: 5 days, 23:02:03, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.4029, top1_acc: 0.4539, top5_acc: 0.6937, loss_cls: 2.4390, loss: 3.8419, grad_norm: 6.5527 2021-07-04 00:26:54,877 - mmaction - INFO - Epoch [23][2680/3757] lr: 1.000e-02, eta: 5 days, 23:01:39, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3454, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3293, loss: 3.6747, grad_norm: 6.4205 2021-07-04 00:27:16,020 - mmaction - INFO - Epoch [23][2700/3757] lr: 1.000e-02, eta: 5 days, 23:01:15, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3554, top1_acc: 0.4570, top5_acc: 0.7078, loss_cls: 2.3627, loss: 3.7181, grad_norm: 6.3355 2021-07-04 00:27:37,074 - mmaction - INFO - Epoch [23][2720/3757] lr: 1.000e-02, eta: 5 days, 23:00:51, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3733, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.3738, loss: 3.7471, grad_norm: 6.1900 2021-07-04 00:27:58,447 - mmaction - INFO - Epoch [23][2740/3757] lr: 1.000e-02, eta: 5 days, 23:00:29, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.4015, top1_acc: 0.4281, top5_acc: 0.6828, loss_cls: 2.4672, loss: 3.8687, grad_norm: 6.3982 2021-07-04 00:28:19,484 - mmaction - INFO - Epoch [23][2760/3757] lr: 1.000e-02, eta: 5 days, 23:00:04, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.4067, top1_acc: 0.4492, top5_acc: 0.6953, loss_cls: 2.4340, loss: 3.8407, grad_norm: 6.5291 2021-07-04 00:28:40,567 - mmaction - INFO - Epoch [23][2780/3757] lr: 1.000e-02, eta: 5 days, 22:59:40, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3356, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3521, loss: 3.6877, grad_norm: 6.4202 2021-07-04 00:29:01,469 - mmaction - INFO - Epoch [23][2800/3757] lr: 1.000e-02, eta: 5 days, 22:59:15, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 1.3939, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.4420, loss: 3.8358, grad_norm: 6.6542 2021-07-04 00:29:22,520 - mmaction - INFO - Epoch [23][2820/3757] lr: 1.000e-02, eta: 5 days, 22:58:51, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3662, top1_acc: 0.4617, top5_acc: 0.7086, loss_cls: 2.3667, loss: 3.7328, grad_norm: 6.3611 2021-07-04 00:29:43,848 - mmaction - INFO - Epoch [23][2840/3757] lr: 1.000e-02, eta: 5 days, 22:58:28, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.4347, top1_acc: 0.4195, top5_acc: 0.6750, loss_cls: 2.5403, loss: 3.9750, grad_norm: 6.5315 2021-07-04 00:30:05,348 - mmaction - INFO - Epoch [23][2860/3757] lr: 1.000e-02, eta: 5 days, 22:58:07, time: 1.076, data_time: 0.032, memory: 6921, loss_aux: 1.3709, top1_acc: 0.4469, top5_acc: 0.7016, loss_cls: 2.4218, loss: 3.7927, grad_norm: 6.4397 2021-07-04 00:30:26,593 - mmaction - INFO - Epoch [23][2880/3757] lr: 1.000e-02, eta: 5 days, 22:57:43, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3841, top1_acc: 0.4539, top5_acc: 0.6867, loss_cls: 2.4675, loss: 3.8516, grad_norm: 6.2700 2021-07-04 00:30:47,779 - mmaction - INFO - Epoch [23][2900/3757] lr: 1.000e-02, eta: 5 days, 22:57:20, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.4092, top1_acc: 0.4484, top5_acc: 0.6742, loss_cls: 2.4411, loss: 3.8503, grad_norm: 6.4356 2021-07-04 00:31:09,302 - mmaction - INFO - Epoch [23][2920/3757] lr: 1.000e-02, eta: 5 days, 22:56:58, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.3872, top1_acc: 0.4602, top5_acc: 0.6992, loss_cls: 2.4046, loss: 3.7918, grad_norm: 6.4725 2021-07-04 00:31:30,721 - mmaction - INFO - Epoch [23][2940/3757] lr: 1.000e-02, eta: 5 days, 22:56:36, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3183, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.2958, loss: 3.6141, grad_norm: 6.4009 2021-07-04 00:31:51,701 - mmaction - INFO - Epoch [23][2960/3757] lr: 1.000e-02, eta: 5 days, 22:56:12, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3922, top1_acc: 0.4578, top5_acc: 0.6719, loss_cls: 2.4491, loss: 3.8413, grad_norm: 6.4954 2021-07-04 00:32:12,780 - mmaction - INFO - Epoch [23][2980/3757] lr: 1.000e-02, eta: 5 days, 22:55:47, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3638, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3817, loss: 3.7455, grad_norm: 6.2954 2021-07-04 00:32:34,737 - mmaction - INFO - Epoch [23][3000/3757] lr: 1.000e-02, eta: 5 days, 22:55:28, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.3593, top1_acc: 0.4773, top5_acc: 0.7031, loss_cls: 2.3568, loss: 3.7160, grad_norm: 6.4301 2021-07-04 00:32:55,531 - mmaction - INFO - Epoch [23][3020/3757] lr: 1.000e-02, eta: 5 days, 22:55:03, time: 1.039, data_time: 0.002, memory: 6921, loss_aux: 1.4161, top1_acc: 0.4297, top5_acc: 0.6766, loss_cls: 2.5121, loss: 3.9282, grad_norm: 6.5839 2021-07-04 00:33:16,612 - mmaction - INFO - Epoch [23][3040/3757] lr: 1.000e-02, eta: 5 days, 22:54:39, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.3871, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4349, loss: 3.8220, grad_norm: 6.4792 2021-07-04 00:33:37,765 - mmaction - INFO - Epoch [23][3060/3757] lr: 1.000e-02, eta: 5 days, 22:54:15, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4143, top1_acc: 0.4570, top5_acc: 0.7008, loss_cls: 2.4715, loss: 3.8858, grad_norm: 6.5382 2021-07-04 00:33:59,338 - mmaction - INFO - Epoch [23][3080/3757] lr: 1.000e-02, eta: 5 days, 22:53:54, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3966, top1_acc: 0.4586, top5_acc: 0.6937, loss_cls: 2.4022, loss: 3.7989, grad_norm: 6.3527 2021-07-04 00:34:20,908 - mmaction - INFO - Epoch [23][3100/3757] lr: 1.000e-02, eta: 5 days, 22:53:32, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.4038, top1_acc: 0.4555, top5_acc: 0.6898, loss_cls: 2.4492, loss: 3.8530, grad_norm: 6.4185 2021-07-04 00:34:42,131 - mmaction - INFO - Epoch [23][3120/3757] lr: 1.000e-02, eta: 5 days, 22:53:09, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3407, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.2845, loss: 3.6252, grad_norm: 6.5145 2021-07-04 00:35:03,592 - mmaction - INFO - Epoch [23][3140/3757] lr: 1.000e-02, eta: 5 days, 22:52:47, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3740, top1_acc: 0.4578, top5_acc: 0.6883, loss_cls: 2.3996, loss: 3.7735, grad_norm: 6.5678 2021-07-04 00:35:24,928 - mmaction - INFO - Epoch [23][3160/3757] lr: 1.000e-02, eta: 5 days, 22:52:24, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3656, top1_acc: 0.4664, top5_acc: 0.6977, loss_cls: 2.3588, loss: 3.7243, grad_norm: 6.4899 2021-07-04 00:35:45,961 - mmaction - INFO - Epoch [23][3180/3757] lr: 1.000e-02, eta: 5 days, 22:52:00, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3930, top1_acc: 0.4477, top5_acc: 0.6977, loss_cls: 2.4264, loss: 3.8194, grad_norm: 6.5655 2021-07-04 00:36:07,651 - mmaction - INFO - Epoch [23][3200/3757] lr: 1.000e-02, eta: 5 days, 22:51:39, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3741, top1_acc: 0.4742, top5_acc: 0.6977, loss_cls: 2.3615, loss: 3.7355, grad_norm: 6.3835 2021-07-04 00:36:29,707 - mmaction - INFO - Epoch [23][3220/3757] lr: 1.000e-02, eta: 5 days, 22:51:21, time: 1.105, data_time: 0.054, memory: 6921, loss_aux: 1.3887, top1_acc: 0.4492, top5_acc: 0.7008, loss_cls: 2.3887, loss: 3.7774, grad_norm: 6.5239 2021-07-04 00:36:50,957 - mmaction - INFO - Epoch [23][3240/3757] lr: 1.000e-02, eta: 5 days, 22:50:58, time: 1.061, data_time: 0.014, memory: 6921, loss_aux: 1.3215, top1_acc: 0.4852, top5_acc: 0.7117, loss_cls: 2.3029, loss: 3.6244, grad_norm: 6.3197 2021-07-04 00:37:12,394 - mmaction - INFO - Epoch [23][3260/3757] lr: 1.000e-02, eta: 5 days, 22:50:36, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.3400, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.3290, loss: 3.6691, grad_norm: 6.3922 2021-07-04 00:37:33,619 - mmaction - INFO - Epoch [23][3280/3757] lr: 1.000e-02, eta: 5 days, 22:50:12, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3371, top1_acc: 0.4773, top5_acc: 0.6930, loss_cls: 2.3607, loss: 3.6978, grad_norm: 6.2156 2021-07-04 00:37:54,794 - mmaction - INFO - Epoch [23][3300/3757] lr: 1.000e-02, eta: 5 days, 22:49:49, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3484, top1_acc: 0.4602, top5_acc: 0.7211, loss_cls: 2.2988, loss: 3.6473, grad_norm: 6.3193 2021-07-04 00:38:15,714 - mmaction - INFO - Epoch [23][3320/3757] lr: 1.000e-02, eta: 5 days, 22:49:24, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3843, top1_acc: 0.4547, top5_acc: 0.6766, loss_cls: 2.4692, loss: 3.8535, grad_norm: 6.4770 2021-07-04 00:38:36,724 - mmaction - INFO - Epoch [23][3340/3757] lr: 1.000e-02, eta: 5 days, 22:49:00, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3619, top1_acc: 0.4586, top5_acc: 0.7094, loss_cls: 2.4037, loss: 3.7656, grad_norm: 6.3715 2021-07-04 00:38:58,084 - mmaction - INFO - Epoch [23][3360/3757] lr: 1.000e-02, eta: 5 days, 22:48:37, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.3701, top1_acc: 0.4453, top5_acc: 0.7102, loss_cls: 2.4075, loss: 3.7775, grad_norm: 6.4611 2021-07-04 00:39:19,262 - mmaction - INFO - Epoch [23][3380/3757] lr: 1.000e-02, eta: 5 days, 22:48:14, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3250, top1_acc: 0.4664, top5_acc: 0.7195, loss_cls: 2.3335, loss: 3.6585, grad_norm: 6.3061 2021-07-04 00:39:40,213 - mmaction - INFO - Epoch [23][3400/3757] lr: 1.000e-02, eta: 5 days, 22:47:49, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3144, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2626, loss: 3.5770, grad_norm: 6.4414 2021-07-04 00:40:02,223 - mmaction - INFO - Epoch [23][3420/3757] lr: 1.000e-02, eta: 5 days, 22:47:30, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.3813, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.3879, loss: 3.7692, grad_norm: 6.4433 2021-07-04 00:40:23,761 - mmaction - INFO - Epoch [23][3440/3757] lr: 1.000e-02, eta: 5 days, 22:47:09, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.3717, top1_acc: 0.4461, top5_acc: 0.7047, loss_cls: 2.4079, loss: 3.7796, grad_norm: 6.5740 2021-07-04 00:40:44,803 - mmaction - INFO - Epoch [23][3460/3757] lr: 1.000e-02, eta: 5 days, 22:46:44, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3523, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.3305, loss: 3.6827, grad_norm: 6.4038 2021-07-04 00:41:06,069 - mmaction - INFO - Epoch [23][3480/3757] lr: 1.000e-02, eta: 5 days, 22:46:21, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3755, top1_acc: 0.4641, top5_acc: 0.6805, loss_cls: 2.4362, loss: 3.8118, grad_norm: 6.4581 2021-07-04 00:41:27,119 - mmaction - INFO - Epoch [23][3500/3757] lr: 1.000e-02, eta: 5 days, 22:45:57, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.3408, top1_acc: 0.4734, top5_acc: 0.7039, loss_cls: 2.3295, loss: 3.6703, grad_norm: 6.4211 2021-07-04 00:41:48,262 - mmaction - INFO - Epoch [23][3520/3757] lr: 1.000e-02, eta: 5 days, 22:45:33, time: 1.059, data_time: 0.010, memory: 6921, loss_aux: 1.3318, top1_acc: 0.4602, top5_acc: 0.7211, loss_cls: 2.2971, loss: 3.6288, grad_norm: 6.3029 2021-07-04 00:42:09,787 - mmaction - INFO - Epoch [23][3540/3757] lr: 1.000e-02, eta: 5 days, 22:45:12, time: 1.076, data_time: 0.029, memory: 6921, loss_aux: 1.4131, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.4394, loss: 3.8525, grad_norm: 6.6391 2021-07-04 00:42:31,888 - mmaction - INFO - Epoch [23][3560/3757] lr: 1.000e-02, eta: 5 days, 22:44:53, time: 1.105, data_time: 0.071, memory: 6921, loss_aux: 1.3586, top1_acc: 0.4695, top5_acc: 0.7023, loss_cls: 2.3387, loss: 3.6972, grad_norm: 6.3559 2021-07-04 00:42:53,072 - mmaction - INFO - Epoch [23][3580/3757] lr: 1.000e-02, eta: 5 days, 22:44:30, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3950, top1_acc: 0.4625, top5_acc: 0.7008, loss_cls: 2.3954, loss: 3.7904, grad_norm: 6.5608 2021-07-04 00:43:14,204 - mmaction - INFO - Epoch [23][3600/3757] lr: 1.000e-02, eta: 5 days, 22:44:06, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3720, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.3893, loss: 3.7613, grad_norm: 6.5771 2021-07-04 00:43:35,310 - mmaction - INFO - Epoch [23][3620/3757] lr: 1.000e-02, eta: 5 days, 22:43:42, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.3724, top1_acc: 0.4773, top5_acc: 0.7023, loss_cls: 2.3930, loss: 3.7655, grad_norm: 6.3788 2021-07-04 00:43:56,714 - mmaction - INFO - Epoch [23][3640/3757] lr: 1.000e-02, eta: 5 days, 22:43:20, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3844, top1_acc: 0.4375, top5_acc: 0.6992, loss_cls: 2.4499, loss: 3.8343, grad_norm: 6.5022 2021-07-04 00:44:17,842 - mmaction - INFO - Epoch [23][3660/3757] lr: 1.000e-02, eta: 5 days, 22:42:56, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3189, top1_acc: 0.4727, top5_acc: 0.7086, loss_cls: 2.3185, loss: 3.6374, grad_norm: 6.1459 2021-07-04 00:44:38,835 - mmaction - INFO - Epoch [23][3680/3757] lr: 1.000e-02, eta: 5 days, 22:42:32, time: 1.052, data_time: 0.007, memory: 6921, loss_aux: 1.3459, top1_acc: 0.4805, top5_acc: 0.7000, loss_cls: 2.3495, loss: 3.6954, grad_norm: 6.3943 2021-07-04 00:44:59,857 - mmaction - INFO - Epoch [23][3700/3757] lr: 1.000e-02, eta: 5 days, 22:42:08, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.4045, top1_acc: 0.4430, top5_acc: 0.6773, loss_cls: 2.4783, loss: 3.8828, grad_norm: 6.4645 2021-07-04 00:45:21,039 - mmaction - INFO - Epoch [23][3720/3757] lr: 1.000e-02, eta: 5 days, 22:41:44, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3816, top1_acc: 0.4680, top5_acc: 0.6930, loss_cls: 2.4412, loss: 3.8228, grad_norm: 6.3863 2021-07-04 00:45:42,063 - mmaction - INFO - Epoch [23][3740/3757] lr: 1.000e-02, eta: 5 days, 22:41:20, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.4017, top1_acc: 0.4531, top5_acc: 0.6914, loss_cls: 2.3902, loss: 3.7919, grad_norm: 6.2035 2021-07-04 00:46:00,564 - mmaction - INFO - Saving checkpoint at 23 epochs 2021-07-04 00:47:02,433 - mmaction - INFO - Epoch [24][20/3757] lr: 1.000e-02, eta: 5 days, 22:42:33, time: 3.014, data_time: 1.901, memory: 6921, loss_aux: 1.3297, top1_acc: 0.4742, top5_acc: 0.6992, loss_cls: 2.3241, loss: 3.6538, grad_norm: 6.3176 2021-07-04 00:47:23,811 - mmaction - INFO - Epoch [24][40/3757] lr: 1.000e-02, eta: 5 days, 22:42:10, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.3767, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3818, loss: 3.7585, grad_norm: 6.4812 2021-07-04 00:47:44,859 - mmaction - INFO - Epoch [24][60/3757] lr: 1.000e-02, eta: 5 days, 22:41:46, time: 1.053, data_time: 0.018, memory: 6921, loss_aux: 1.3422, top1_acc: 0.4875, top5_acc: 0.7070, loss_cls: 2.3314, loss: 3.6737, grad_norm: 6.4288 2021-07-04 00:48:07,451 - mmaction - INFO - Epoch [24][80/3757] lr: 1.000e-02, eta: 5 days, 22:41:30, time: 1.128, data_time: 0.100, memory: 6921, loss_aux: 1.3560, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.3336, loss: 3.6896, grad_norm: 6.6212 2021-07-04 00:48:28,182 - mmaction - INFO - Epoch [24][100/3757] lr: 1.000e-02, eta: 5 days, 22:41:04, time: 1.038, data_time: 0.004, memory: 6921, loss_aux: 1.3583, top1_acc: 0.4805, top5_acc: 0.7141, loss_cls: 2.3262, loss: 3.6845, grad_norm: 6.3492 2021-07-04 00:48:49,268 - mmaction - INFO - Epoch [24][120/3757] lr: 1.000e-02, eta: 5 days, 22:40:40, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2936, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.2275, loss: 3.5211, grad_norm: 6.3333 2021-07-04 00:49:10,430 - mmaction - INFO - Epoch [24][140/3757] lr: 1.000e-02, eta: 5 days, 22:40:17, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.3499, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3327, loss: 3.6825, grad_norm: 6.3916 2021-07-04 00:49:31,275 - mmaction - INFO - Epoch [24][160/3757] lr: 1.000e-02, eta: 5 days, 22:39:51, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.3365, top1_acc: 0.4875, top5_acc: 0.7102, loss_cls: 2.2872, loss: 3.6237, grad_norm: 6.3968 2021-07-04 00:49:53,104 - mmaction - INFO - Epoch [24][180/3757] lr: 1.000e-02, eta: 5 days, 22:39:31, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.3523, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.2977, loss: 3.6500, grad_norm: 6.5693 2021-07-04 00:50:14,008 - mmaction - INFO - Epoch [24][200/3757] lr: 1.000e-02, eta: 5 days, 22:39:06, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3706, top1_acc: 0.4617, top5_acc: 0.7063, loss_cls: 2.3717, loss: 3.7423, grad_norm: 6.5470 2021-07-04 00:50:36,281 - mmaction - INFO - Epoch [24][220/3757] lr: 1.000e-02, eta: 5 days, 22:38:49, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.3298, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.2975, loss: 3.6273, grad_norm: 6.6483 2021-07-04 00:50:57,258 - mmaction - INFO - Epoch [24][240/3757] lr: 1.000e-02, eta: 5 days, 22:38:24, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3780, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.3990, loss: 3.7770, grad_norm: 6.4309 2021-07-04 00:51:18,163 - mmaction - INFO - Epoch [24][260/3757] lr: 1.000e-02, eta: 5 days, 22:37:59, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3558, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.3705, loss: 3.7263, grad_norm: 6.3012 2021-07-04 00:51:38,894 - mmaction - INFO - Epoch [24][280/3757] lr: 1.000e-02, eta: 5 days, 22:37:33, time: 1.035, data_time: 0.002, memory: 6921, loss_aux: 1.3616, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3426, loss: 3.7042, grad_norm: 6.5538 2021-07-04 00:52:00,181 - mmaction - INFO - Epoch [24][300/3757] lr: 1.000e-02, eta: 5 days, 22:37:11, time: 1.066, data_time: 0.032, memory: 6921, loss_aux: 1.4059, top1_acc: 0.4586, top5_acc: 0.6977, loss_cls: 2.4095, loss: 3.8155, grad_norm: 6.5196 2021-07-04 00:52:21,235 - mmaction - INFO - Epoch [24][320/3757] lr: 1.000e-02, eta: 5 days, 22:36:46, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3379, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3348, loss: 3.6726, grad_norm: 6.3284 2021-07-04 00:52:42,337 - mmaction - INFO - Epoch [24][340/3757] lr: 1.000e-02, eta: 5 days, 22:36:22, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3544, top1_acc: 0.4883, top5_acc: 0.7023, loss_cls: 2.3049, loss: 3.6593, grad_norm: 6.5639 2021-07-04 00:53:03,397 - mmaction - INFO - Epoch [24][360/3757] lr: 1.000e-02, eta: 5 days, 22:35:58, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3721, top1_acc: 0.4578, top5_acc: 0.7086, loss_cls: 2.3719, loss: 3.7441, grad_norm: 6.6560 2021-07-04 00:53:25,261 - mmaction - INFO - Epoch [24][380/3757] lr: 1.000e-02, eta: 5 days, 22:35:38, time: 1.093, data_time: 0.049, memory: 6921, loss_aux: 1.3574, top1_acc: 0.4680, top5_acc: 0.7180, loss_cls: 2.3517, loss: 3.7091, grad_norm: 6.5493 2021-07-04 00:53:46,483 - mmaction - INFO - Epoch [24][400/3757] lr: 1.000e-02, eta: 5 days, 22:35:15, time: 1.063, data_time: 0.021, memory: 6921, loss_aux: 1.4090, top1_acc: 0.4461, top5_acc: 0.6852, loss_cls: 2.4246, loss: 3.8335, grad_norm: 6.6123 2021-07-04 00:54:07,603 - mmaction - INFO - Epoch [24][420/3757] lr: 1.000e-02, eta: 5 days, 22:34:51, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.3315, top1_acc: 0.4797, top5_acc: 0.7148, loss_cls: 2.3029, loss: 3.6345, grad_norm: 6.3510 2021-07-04 00:54:30,086 - mmaction - INFO - Epoch [24][440/3757] lr: 1.000e-02, eta: 5 days, 22:34:35, time: 1.125, data_time: 0.002, memory: 6921, loss_aux: 1.4404, top1_acc: 0.4531, top5_acc: 0.6711, loss_cls: 2.4911, loss: 3.9316, grad_norm: 6.6460 2021-07-04 00:54:51,123 - mmaction - INFO - Epoch [24][460/3757] lr: 1.000e-02, eta: 5 days, 22:34:11, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.3460, top1_acc: 0.4711, top5_acc: 0.7148, loss_cls: 2.2925, loss: 3.6385, grad_norm: 6.3572 2021-07-04 00:55:12,242 - mmaction - INFO - Epoch [24][480/3757] lr: 1.000e-02, eta: 5 days, 22:33:47, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3314, top1_acc: 0.4797, top5_acc: 0.7148, loss_cls: 2.3226, loss: 3.6540, grad_norm: 6.4135 2021-07-04 00:55:33,339 - mmaction - INFO - Epoch [24][500/3757] lr: 1.000e-02, eta: 5 days, 22:33:23, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3907, top1_acc: 0.4570, top5_acc: 0.6906, loss_cls: 2.4445, loss: 3.8353, grad_norm: 6.5245 2021-07-04 00:55:54,363 - mmaction - INFO - Epoch [24][520/3757] lr: 1.000e-02, eta: 5 days, 22:32:59, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3624, top1_acc: 0.4844, top5_acc: 0.7070, loss_cls: 2.3262, loss: 3.6886, grad_norm: 6.3149 2021-07-04 00:56:15,381 - mmaction - INFO - Epoch [24][540/3757] lr: 1.000e-02, eta: 5 days, 22:32:34, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3688, top1_acc: 0.4594, top5_acc: 0.6984, loss_cls: 2.4197, loss: 3.7885, grad_norm: 6.4976 2021-07-04 00:56:37,180 - mmaction - INFO - Epoch [24][560/3757] lr: 1.000e-02, eta: 5 days, 22:32:14, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.3921, top1_acc: 0.4656, top5_acc: 0.6828, loss_cls: 2.4299, loss: 3.8220, grad_norm: 6.5286 2021-07-04 00:56:58,181 - mmaction - INFO - Epoch [24][580/3757] lr: 1.000e-02, eta: 5 days, 22:31:50, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3648, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3729, loss: 3.7377, grad_norm: 6.4382 2021-07-04 00:57:19,209 - mmaction - INFO - Epoch [24][600/3757] lr: 1.000e-02, eta: 5 days, 22:31:26, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3993, top1_acc: 0.4453, top5_acc: 0.6844, loss_cls: 2.4793, loss: 3.8786, grad_norm: 6.5497 2021-07-04 00:57:40,179 - mmaction - INFO - Epoch [24][620/3757] lr: 1.000e-02, eta: 5 days, 22:31:01, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3925, top1_acc: 0.4523, top5_acc: 0.6945, loss_cls: 2.4290, loss: 3.8214, grad_norm: 6.4573 2021-07-04 00:58:01,226 - mmaction - INFO - Epoch [24][640/3757] lr: 1.000e-02, eta: 5 days, 22:30:37, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3567, top1_acc: 0.4422, top5_acc: 0.6992, loss_cls: 2.3866, loss: 3.7433, grad_norm: 6.5191 2021-07-04 00:58:22,387 - mmaction - INFO - Epoch [24][660/3757] lr: 1.000e-02, eta: 5 days, 22:30:13, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2978, top1_acc: 0.4711, top5_acc: 0.7117, loss_cls: 2.2771, loss: 3.5749, grad_norm: 6.2995 2021-07-04 00:58:43,606 - mmaction - INFO - Epoch [24][680/3757] lr: 1.000e-02, eta: 5 days, 22:29:50, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.4041, top1_acc: 0.4547, top5_acc: 0.6867, loss_cls: 2.4448, loss: 3.8489, grad_norm: 6.5472 2021-07-04 00:59:04,678 - mmaction - INFO - Epoch [24][700/3757] lr: 1.000e-02, eta: 5 days, 22:29:26, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.4208, top1_acc: 0.4641, top5_acc: 0.6914, loss_cls: 2.4422, loss: 3.8630, grad_norm: 6.3776 2021-07-04 00:59:25,772 - mmaction - INFO - Epoch [24][720/3757] lr: 1.000e-02, eta: 5 days, 22:29:02, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3709, top1_acc: 0.4508, top5_acc: 0.7094, loss_cls: 2.3706, loss: 3.7415, grad_norm: 6.4727 2021-07-04 00:59:46,829 - mmaction - INFO - Epoch [24][740/3757] lr: 1.000e-02, eta: 5 days, 22:28:38, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3354, top1_acc: 0.4625, top5_acc: 0.7039, loss_cls: 2.3555, loss: 3.6910, grad_norm: 6.6147 2021-07-04 01:00:07,988 - mmaction - INFO - Epoch [24][760/3757] lr: 1.000e-02, eta: 5 days, 22:28:14, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3549, top1_acc: 0.4656, top5_acc: 0.6977, loss_cls: 2.3601, loss: 3.7150, grad_norm: 6.4270 2021-07-04 01:00:29,199 - mmaction - INFO - Epoch [24][780/3757] lr: 1.000e-02, eta: 5 days, 22:27:51, time: 1.061, data_time: 0.007, memory: 6921, loss_aux: 1.3380, top1_acc: 0.4867, top5_acc: 0.7164, loss_cls: 2.2893, loss: 3.6273, grad_norm: 6.3381 2021-07-04 01:00:50,248 - mmaction - INFO - Epoch [24][800/3757] lr: 1.000e-02, eta: 5 days, 22:27:27, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3796, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3857, loss: 3.7653, grad_norm: 6.5152 2021-07-04 01:01:11,138 - mmaction - INFO - Epoch [24][820/3757] lr: 1.000e-02, eta: 5 days, 22:27:02, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3770, top1_acc: 0.4609, top5_acc: 0.7141, loss_cls: 2.3500, loss: 3.7269, grad_norm: 6.4067 2021-07-04 01:01:33,587 - mmaction - INFO - Epoch [24][840/3757] lr: 1.000e-02, eta: 5 days, 22:26:45, time: 1.121, data_time: 0.010, memory: 6921, loss_aux: 1.3925, top1_acc: 0.4711, top5_acc: 0.6836, loss_cls: 2.4304, loss: 3.8230, grad_norm: 6.3771 2021-07-04 01:01:54,917 - mmaction - INFO - Epoch [24][860/3757] lr: 1.000e-02, eta: 5 days, 22:26:22, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3401, top1_acc: 0.4859, top5_acc: 0.7109, loss_cls: 2.3271, loss: 3.6672, grad_norm: 6.3990 2021-07-04 01:02:15,934 - mmaction - INFO - Epoch [24][880/3757] lr: 1.000e-02, eta: 5 days, 22:25:58, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3829, top1_acc: 0.4742, top5_acc: 0.6992, loss_cls: 2.4000, loss: 3.7829, grad_norm: 6.3716 2021-07-04 01:02:37,100 - mmaction - INFO - Epoch [24][900/3757] lr: 1.000e-02, eta: 5 days, 22:25:35, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.3658, top1_acc: 0.4641, top5_acc: 0.7078, loss_cls: 2.3690, loss: 3.7348, grad_norm: 6.4603 2021-07-04 01:02:58,241 - mmaction - INFO - Epoch [24][920/3757] lr: 1.000e-02, eta: 5 days, 22:25:11, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3462, top1_acc: 0.4828, top5_acc: 0.7000, loss_cls: 2.3376, loss: 3.6839, grad_norm: 6.3946 2021-07-04 01:03:19,271 - mmaction - INFO - Epoch [24][940/3757] lr: 1.000e-02, eta: 5 days, 22:24:47, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.4090, top1_acc: 0.4477, top5_acc: 0.6727, loss_cls: 2.4694, loss: 3.8785, grad_norm: 6.4715 2021-07-04 01:03:40,594 - mmaction - INFO - Epoch [24][960/3757] lr: 1.000e-02, eta: 5 days, 22:24:24, time: 1.066, data_time: 0.020, memory: 6921, loss_aux: 1.3791, top1_acc: 0.4562, top5_acc: 0.6891, loss_cls: 2.4027, loss: 3.7818, grad_norm: 6.3395 2021-07-04 01:04:01,533 - mmaction - INFO - Epoch [24][980/3757] lr: 1.000e-02, eta: 5 days, 22:23:59, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3638, top1_acc: 0.4766, top5_acc: 0.7008, loss_cls: 2.3677, loss: 3.7315, grad_norm: 6.3854 2021-07-04 01:04:22,644 - mmaction - INFO - Epoch [24][1000/3757] lr: 1.000e-02, eta: 5 days, 22:23:35, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3478, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2870, loss: 3.6348, grad_norm: 6.4867 2021-07-04 01:04:43,795 - mmaction - INFO - Epoch [24][1020/3757] lr: 1.000e-02, eta: 5 days, 22:23:12, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3331, top1_acc: 0.4797, top5_acc: 0.7156, loss_cls: 2.2516, loss: 3.5847, grad_norm: 6.5383 2021-07-04 01:05:05,417 - mmaction - INFO - Epoch [24][1040/3757] lr: 1.000e-02, eta: 5 days, 22:22:51, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.4074, top1_acc: 0.4297, top5_acc: 0.6937, loss_cls: 2.4548, loss: 3.8622, grad_norm: 6.7225 2021-07-04 01:05:26,522 - mmaction - INFO - Epoch [24][1060/3757] lr: 1.000e-02, eta: 5 days, 22:22:27, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3650, top1_acc: 0.4664, top5_acc: 0.7195, loss_cls: 2.3478, loss: 3.7127, grad_norm: 6.4626 2021-07-04 01:05:47,730 - mmaction - INFO - Epoch [24][1080/3757] lr: 1.000e-02, eta: 5 days, 22:22:03, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3596, top1_acc: 0.4805, top5_acc: 0.7078, loss_cls: 2.3262, loss: 3.6858, grad_norm: 6.4953 2021-07-04 01:06:09,877 - mmaction - INFO - Epoch [24][1100/3757] lr: 1.000e-02, eta: 5 days, 22:21:45, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.3668, top1_acc: 0.4578, top5_acc: 0.7211, loss_cls: 2.3167, loss: 3.6836, grad_norm: 6.4673 2021-07-04 01:06:31,665 - mmaction - INFO - Epoch [24][1120/3757] lr: 1.000e-02, eta: 5 days, 22:21:25, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.4193, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.4498, loss: 3.8691, grad_norm: 6.6743 2021-07-04 01:06:52,536 - mmaction - INFO - Epoch [24][1140/3757] lr: 1.000e-02, eta: 5 days, 22:21:00, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 1.3393, top1_acc: 0.4656, top5_acc: 0.7148, loss_cls: 2.3148, loss: 3.6542, grad_norm: 6.3886 2021-07-04 01:07:13,471 - mmaction - INFO - Epoch [24][1160/3757] lr: 1.000e-02, eta: 5 days, 22:20:35, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3389, top1_acc: 0.4625, top5_acc: 0.7016, loss_cls: 2.3208, loss: 3.6597, grad_norm: 6.3654 2021-07-04 01:07:34,787 - mmaction - INFO - Epoch [24][1180/3757] lr: 1.000e-02, eta: 5 days, 22:20:13, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.4162, top1_acc: 0.4586, top5_acc: 0.6961, loss_cls: 2.4455, loss: 3.8618, grad_norm: 6.4411 2021-07-04 01:07:56,135 - mmaction - INFO - Epoch [24][1200/3757] lr: 1.000e-02, eta: 5 days, 22:19:50, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3801, top1_acc: 0.4562, top5_acc: 0.7031, loss_cls: 2.3974, loss: 3.7775, grad_norm: 6.4392 2021-07-04 01:08:17,954 - mmaction - INFO - Epoch [24][1220/3757] lr: 1.000e-02, eta: 5 days, 22:19:30, time: 1.090, data_time: 0.051, memory: 6921, loss_aux: 1.3331, top1_acc: 0.4789, top5_acc: 0.7141, loss_cls: 2.2875, loss: 3.6205, grad_norm: 6.3370 2021-07-04 01:08:39,005 - mmaction - INFO - Epoch [24][1240/3757] lr: 1.000e-02, eta: 5 days, 22:19:06, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3666, top1_acc: 0.4703, top5_acc: 0.7078, loss_cls: 2.3709, loss: 3.7376, grad_norm: 6.3937 2021-07-04 01:09:00,011 - mmaction - INFO - Epoch [24][1260/3757] lr: 1.000e-02, eta: 5 days, 22:18:42, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.3609, top1_acc: 0.4586, top5_acc: 0.7070, loss_cls: 2.3472, loss: 3.7081, grad_norm: 6.5314 2021-07-04 01:09:21,687 - mmaction - INFO - Epoch [24][1280/3757] lr: 1.000e-02, eta: 5 days, 22:18:21, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.3641, top1_acc: 0.4578, top5_acc: 0.6922, loss_cls: 2.3833, loss: 3.7474, grad_norm: 6.4331 2021-07-04 01:09:42,802 - mmaction - INFO - Epoch [24][1300/3757] lr: 1.000e-02, eta: 5 days, 22:17:57, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3411, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.3164, loss: 3.6576, grad_norm: 6.4246 2021-07-04 01:10:04,032 - mmaction - INFO - Epoch [24][1320/3757] lr: 1.000e-02, eta: 5 days, 22:17:34, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3736, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.3919, loss: 3.7655, grad_norm: 6.8172 2021-07-04 01:10:24,938 - mmaction - INFO - Epoch [24][1340/3757] lr: 1.000e-02, eta: 5 days, 22:17:09, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3495, top1_acc: 0.4578, top5_acc: 0.7102, loss_cls: 2.3523, loss: 3.7018, grad_norm: 6.4074 2021-07-04 01:10:46,489 - mmaction - INFO - Epoch [24][1360/3757] lr: 1.000e-02, eta: 5 days, 22:16:48, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3370, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2855, loss: 3.6226, grad_norm: 6.3364 2021-07-04 01:11:07,584 - mmaction - INFO - Epoch [24][1380/3757] lr: 1.000e-02, eta: 5 days, 22:16:24, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3314, top1_acc: 0.4570, top5_acc: 0.7086, loss_cls: 2.3575, loss: 3.6889, grad_norm: 6.4031 2021-07-04 01:11:29,145 - mmaction - INFO - Epoch [24][1400/3757] lr: 1.000e-02, eta: 5 days, 22:16:02, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.3650, top1_acc: 0.4703, top5_acc: 0.6969, loss_cls: 2.3676, loss: 3.7326, grad_norm: 6.3328 2021-07-04 01:11:50,275 - mmaction - INFO - Epoch [24][1420/3757] lr: 1.000e-02, eta: 5 days, 22:15:39, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.4017, top1_acc: 0.4555, top5_acc: 0.7117, loss_cls: 2.3960, loss: 3.7977, grad_norm: 6.5146 2021-07-04 01:12:11,304 - mmaction - INFO - Epoch [24][1440/3757] lr: 1.000e-02, eta: 5 days, 22:15:14, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3912, top1_acc: 0.4742, top5_acc: 0.7055, loss_cls: 2.3870, loss: 3.7782, grad_norm: 6.6632 2021-07-04 01:12:33,129 - mmaction - INFO - Epoch [24][1460/3757] lr: 1.000e-02, eta: 5 days, 22:14:54, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.3871, top1_acc: 0.4492, top5_acc: 0.7023, loss_cls: 2.3730, loss: 3.7601, grad_norm: 6.6048 2021-07-04 01:12:54,260 - mmaction - INFO - Epoch [24][1480/3757] lr: 1.000e-02, eta: 5 days, 22:14:31, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.3709, top1_acc: 0.4602, top5_acc: 0.7055, loss_cls: 2.3580, loss: 3.7289, grad_norm: 6.4244 2021-07-04 01:13:15,440 - mmaction - INFO - Epoch [24][1500/3757] lr: 1.000e-02, eta: 5 days, 22:14:07, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3554, top1_acc: 0.4805, top5_acc: 0.7016, loss_cls: 2.3239, loss: 3.6794, grad_norm: 6.4356 2021-07-04 01:13:36,423 - mmaction - INFO - Epoch [24][1520/3757] lr: 1.000e-02, eta: 5 days, 22:13:43, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 1.3459, top1_acc: 0.4711, top5_acc: 0.7023, loss_cls: 2.3228, loss: 3.6687, grad_norm: 6.4518 2021-07-04 01:13:57,640 - mmaction - INFO - Epoch [24][1540/3757] lr: 1.000e-02, eta: 5 days, 22:13:20, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3886, top1_acc: 0.4398, top5_acc: 0.6836, loss_cls: 2.4105, loss: 3.7991, grad_norm: 6.5036 2021-07-04 01:14:18,585 - mmaction - INFO - Epoch [24][1560/3757] lr: 1.000e-02, eta: 5 days, 22:12:55, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3129, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.1958, loss: 3.5087, grad_norm: 6.4901 2021-07-04 01:14:40,023 - mmaction - INFO - Epoch [24][1580/3757] lr: 1.000e-02, eta: 5 days, 22:12:33, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.3374, top1_acc: 0.4672, top5_acc: 0.7086, loss_cls: 2.3262, loss: 3.6637, grad_norm: 6.5652 2021-07-04 01:15:01,462 - mmaction - INFO - Epoch [24][1600/3757] lr: 1.000e-02, eta: 5 days, 22:12:11, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3117, top1_acc: 0.4953, top5_acc: 0.7227, loss_cls: 2.2450, loss: 3.5567, grad_norm: 6.4155 2021-07-04 01:15:22,535 - mmaction - INFO - Epoch [24][1620/3757] lr: 1.000e-02, eta: 5 days, 22:11:47, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3753, top1_acc: 0.4609, top5_acc: 0.7008, loss_cls: 2.3996, loss: 3.7749, grad_norm: 6.5001 2021-07-04 01:15:43,688 - mmaction - INFO - Epoch [24][1640/3757] lr: 1.000e-02, eta: 5 days, 22:11:23, time: 1.058, data_time: 0.008, memory: 6921, loss_aux: 1.3490, top1_acc: 0.4680, top5_acc: 0.7133, loss_cls: 2.3122, loss: 3.6612, grad_norm: 6.4134 2021-07-04 01:16:05,174 - mmaction - INFO - Epoch [24][1660/3757] lr: 1.000e-02, eta: 5 days, 22:11:02, time: 1.075, data_time: 0.015, memory: 6921, loss_aux: 1.3737, top1_acc: 0.4852, top5_acc: 0.7023, loss_cls: 2.3608, loss: 3.7346, grad_norm: 6.4831 2021-07-04 01:16:26,272 - mmaction - INFO - Epoch [24][1680/3757] lr: 1.000e-02, eta: 5 days, 22:10:38, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3909, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.3782, loss: 3.7691, grad_norm: 6.7059 2021-07-04 01:16:47,172 - mmaction - INFO - Epoch [24][1700/3757] lr: 1.000e-02, eta: 5 days, 22:10:13, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3821, top1_acc: 0.4484, top5_acc: 0.6961, loss_cls: 2.4106, loss: 3.7927, grad_norm: 6.4636 2021-07-04 01:17:08,899 - mmaction - INFO - Epoch [24][1720/3757] lr: 1.000e-02, eta: 5 days, 22:09:52, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.3967, top1_acc: 0.4562, top5_acc: 0.6836, loss_cls: 2.4302, loss: 3.8269, grad_norm: 6.5770 2021-07-04 01:17:30,371 - mmaction - INFO - Epoch [24][1740/3757] lr: 1.000e-02, eta: 5 days, 22:09:30, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.3513, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.3330, loss: 3.6843, grad_norm: 6.3058 2021-07-04 01:17:51,728 - mmaction - INFO - Epoch [24][1760/3757] lr: 1.000e-02, eta: 5 days, 22:09:08, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3870, top1_acc: 0.4680, top5_acc: 0.6867, loss_cls: 2.4394, loss: 3.8264, grad_norm: 6.5154 2021-07-04 01:18:13,049 - mmaction - INFO - Epoch [24][1780/3757] lr: 1.000e-02, eta: 5 days, 22:08:45, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3290, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3416, loss: 3.6706, grad_norm: 6.5427 2021-07-04 01:18:34,147 - mmaction - INFO - Epoch [24][1800/3757] lr: 1.000e-02, eta: 5 days, 22:08:21, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3379, top1_acc: 0.4641, top5_acc: 0.7063, loss_cls: 2.3709, loss: 3.7088, grad_norm: 6.3733 2021-07-04 01:18:56,108 - mmaction - INFO - Epoch [24][1820/3757] lr: 1.000e-02, eta: 5 days, 22:08:02, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.4044, top1_acc: 0.4539, top5_acc: 0.6992, loss_cls: 2.4486, loss: 3.8531, grad_norm: 6.5207 2021-07-04 01:19:17,120 - mmaction - INFO - Epoch [24][1840/3757] lr: 1.000e-02, eta: 5 days, 22:07:38, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3749, top1_acc: 0.4508, top5_acc: 0.6820, loss_cls: 2.3859, loss: 3.7608, grad_norm: 6.2554 2021-07-04 01:19:38,178 - mmaction - INFO - Epoch [24][1860/3757] lr: 1.000e-02, eta: 5 days, 22:07:14, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3866, top1_acc: 0.4586, top5_acc: 0.6898, loss_cls: 2.4136, loss: 3.8002, grad_norm: 6.4616 2021-07-04 01:19:59,396 - mmaction - INFO - Epoch [24][1880/3757] lr: 1.000e-02, eta: 5 days, 22:06:50, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3406, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2796, loss: 3.6202, grad_norm: 6.2650 2021-07-04 01:20:20,680 - mmaction - INFO - Epoch [24][1900/3757] lr: 1.000e-02, eta: 5 days, 22:06:28, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.4445, top1_acc: 0.4305, top5_acc: 0.6922, loss_cls: 2.4847, loss: 3.9292, grad_norm: 6.6988 2021-07-04 01:20:42,965 - mmaction - INFO - Epoch [24][1920/3757] lr: 1.000e-02, eta: 5 days, 22:06:10, time: 1.115, data_time: 0.005, memory: 6921, loss_aux: 1.3568, top1_acc: 0.4734, top5_acc: 0.7164, loss_cls: 2.3359, loss: 3.6927, grad_norm: 6.3803 2021-07-04 01:21:03,823 - mmaction - INFO - Epoch [24][1940/3757] lr: 1.000e-02, eta: 5 days, 22:05:45, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3433, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3559, loss: 3.6992, grad_norm: 6.5621 2021-07-04 01:21:24,772 - mmaction - INFO - Epoch [24][1960/3757] lr: 1.000e-02, eta: 5 days, 22:05:21, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3528, top1_acc: 0.4641, top5_acc: 0.6945, loss_cls: 2.3991, loss: 3.7519, grad_norm: 6.5911 2021-07-04 01:21:45,970 - mmaction - INFO - Epoch [24][1980/3757] lr: 1.000e-02, eta: 5 days, 22:04:57, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3436, top1_acc: 0.4539, top5_acc: 0.6953, loss_cls: 2.3877, loss: 3.7313, grad_norm: 6.4056 2021-07-04 01:22:06,985 - mmaction - INFO - Epoch [24][2000/3757] lr: 1.000e-02, eta: 5 days, 22:04:33, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.3624, top1_acc: 0.4586, top5_acc: 0.7031, loss_cls: 2.3694, loss: 3.7317, grad_norm: 6.2463 2021-07-04 01:22:27,999 - mmaction - INFO - Epoch [24][2020/3757] lr: 1.000e-02, eta: 5 days, 22:04:09, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.3765, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.4040, loss: 3.7805, grad_norm: 6.4043 2021-07-04 01:22:49,408 - mmaction - INFO - Epoch [24][2040/3757] lr: 1.000e-02, eta: 5 days, 22:03:46, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3693, top1_acc: 0.4555, top5_acc: 0.6867, loss_cls: 2.4061, loss: 3.7754, grad_norm: 6.3867 2021-07-04 01:23:11,315 - mmaction - INFO - Epoch [24][2060/3757] lr: 1.000e-02, eta: 5 days, 22:03:27, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.3599, top1_acc: 0.4766, top5_acc: 0.7047, loss_cls: 2.3349, loss: 3.6947, grad_norm: 6.3958 2021-07-04 01:23:32,816 - mmaction - INFO - Epoch [24][2080/3757] lr: 1.000e-02, eta: 5 days, 22:03:05, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2802, loss: 3.5868, grad_norm: 6.2920 2021-07-04 01:23:53,886 - mmaction - INFO - Epoch [24][2100/3757] lr: 1.000e-02, eta: 5 days, 22:02:41, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3985, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.4166, loss: 3.8152, grad_norm: 6.4844 2021-07-04 01:24:14,933 - mmaction - INFO - Epoch [24][2120/3757] lr: 1.000e-02, eta: 5 days, 22:02:17, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3797, top1_acc: 0.4633, top5_acc: 0.7148, loss_cls: 2.3763, loss: 3.7560, grad_norm: 6.4196 2021-07-04 01:24:37,147 - mmaction - INFO - Epoch [24][2140/3757] lr: 1.000e-02, eta: 5 days, 22:01:59, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3018, loss: 3.6282, grad_norm: 6.3847 2021-07-04 01:24:57,990 - mmaction - INFO - Epoch [24][2160/3757] lr: 1.000e-02, eta: 5 days, 22:01:34, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.4027, top1_acc: 0.4367, top5_acc: 0.6906, loss_cls: 2.4591, loss: 3.8619, grad_norm: 6.5405 2021-07-04 01:25:19,062 - mmaction - INFO - Epoch [24][2180/3757] lr: 1.000e-02, eta: 5 days, 22:01:10, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3432, top1_acc: 0.4672, top5_acc: 0.7047, loss_cls: 2.3585, loss: 3.7018, grad_norm: 6.3894 2021-07-04 01:25:39,868 - mmaction - INFO - Epoch [24][2200/3757] lr: 1.000e-02, eta: 5 days, 22:00:45, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.3522, top1_acc: 0.4328, top5_acc: 0.7078, loss_cls: 2.3558, loss: 3.7079, grad_norm: 6.4436 2021-07-04 01:26:01,755 - mmaction - INFO - Epoch [24][2220/3757] lr: 1.000e-02, eta: 5 days, 22:00:25, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.3739, top1_acc: 0.4570, top5_acc: 0.6922, loss_cls: 2.3781, loss: 3.7520, grad_norm: 6.4316 2021-07-04 01:26:22,865 - mmaction - INFO - Epoch [24][2240/3757] lr: 1.000e-02, eta: 5 days, 22:00:01, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3641, top1_acc: 0.4789, top5_acc: 0.7117, loss_cls: 2.3197, loss: 3.6838, grad_norm: 6.4467 2021-07-04 01:26:43,985 - mmaction - INFO - Epoch [24][2260/3757] lr: 1.000e-02, eta: 5 days, 21:59:37, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3873, top1_acc: 0.4437, top5_acc: 0.6906, loss_cls: 2.4511, loss: 3.8384, grad_norm: 6.4333 2021-07-04 01:27:04,907 - mmaction - INFO - Epoch [24][2280/3757] lr: 1.000e-02, eta: 5 days, 21:59:13, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3945, top1_acc: 0.4523, top5_acc: 0.6859, loss_cls: 2.4692, loss: 3.8637, grad_norm: 6.5450 2021-07-04 01:27:25,983 - mmaction - INFO - Epoch [24][2300/3757] lr: 1.000e-02, eta: 5 days, 21:58:49, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3613, top1_acc: 0.4555, top5_acc: 0.7070, loss_cls: 2.3588, loss: 3.7201, grad_norm: 6.3984 2021-07-04 01:27:46,954 - mmaction - INFO - Epoch [24][2320/3757] lr: 1.000e-02, eta: 5 days, 21:58:24, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3364, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2961, loss: 3.6324, grad_norm: 6.4146 2021-07-04 01:28:08,251 - mmaction - INFO - Epoch [24][2340/3757] lr: 1.000e-02, eta: 5 days, 21:58:01, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3438, top1_acc: 0.4656, top5_acc: 0.6992, loss_cls: 2.3877, loss: 3.7314, grad_norm: 6.5597 2021-07-04 01:28:29,203 - mmaction - INFO - Epoch [24][2360/3757] lr: 1.000e-02, eta: 5 days, 21:57:37, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.3187, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.2992, loss: 3.6180, grad_norm: 6.3381 2021-07-04 01:28:50,295 - mmaction - INFO - Epoch [24][2380/3757] lr: 1.000e-02, eta: 5 days, 21:57:13, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3703, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3520, loss: 3.7223, grad_norm: 6.4817 2021-07-04 01:29:11,617 - mmaction - INFO - Epoch [24][2400/3757] lr: 1.000e-02, eta: 5 days, 21:56:50, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.4128, top1_acc: 0.4391, top5_acc: 0.6828, loss_cls: 2.4708, loss: 3.8836, grad_norm: 6.4582 2021-07-04 01:29:33,749 - mmaction - INFO - Epoch [24][2420/3757] lr: 1.000e-02, eta: 5 days, 21:56:32, time: 1.109, data_time: 0.005, memory: 6921, loss_aux: 1.3829, top1_acc: 0.4570, top5_acc: 0.7016, loss_cls: 2.3946, loss: 3.7775, grad_norm: 6.4528 2021-07-04 01:29:54,454 - mmaction - INFO - Epoch [24][2440/3757] lr: 1.000e-02, eta: 5 days, 21:56:06, time: 1.035, data_time: 0.003, memory: 6921, loss_aux: 1.3898, top1_acc: 0.4531, top5_acc: 0.6844, loss_cls: 2.4776, loss: 3.8674, grad_norm: 6.5561 2021-07-04 01:30:15,467 - mmaction - INFO - Epoch [24][2460/3757] lr: 1.000e-02, eta: 5 days, 21:55:42, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.4174, top1_acc: 0.4328, top5_acc: 0.6953, loss_cls: 2.4636, loss: 3.8811, grad_norm: 6.5588 2021-07-04 01:30:36,390 - mmaction - INFO - Epoch [24][2480/3757] lr: 1.000e-02, eta: 5 days, 21:55:17, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.3608, top1_acc: 0.4711, top5_acc: 0.7172, loss_cls: 2.3500, loss: 3.7107, grad_norm: 6.6672 2021-07-04 01:30:57,582 - mmaction - INFO - Epoch [24][2500/3757] lr: 1.000e-02, eta: 5 days, 21:54:54, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3428, top1_acc: 0.4719, top5_acc: 0.7281, loss_cls: 2.3144, loss: 3.6572, grad_norm: 6.3720 2021-07-04 01:31:19,160 - mmaction - INFO - Epoch [24][2520/3757] lr: 1.000e-02, eta: 5 days, 21:54:32, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.3437, top1_acc: 0.4844, top5_acc: 0.7141, loss_cls: 2.3023, loss: 3.6460, grad_norm: 6.3510 2021-07-04 01:31:40,814 - mmaction - INFO - Epoch [24][2540/3757] lr: 1.000e-02, eta: 5 days, 21:54:12, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3738, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.3281, loss: 3.7019, grad_norm: 6.5556 2021-07-04 01:32:01,779 - mmaction - INFO - Epoch [24][2560/3757] lr: 1.000e-02, eta: 5 days, 21:53:47, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3898, top1_acc: 0.4539, top5_acc: 0.6937, loss_cls: 2.4287, loss: 3.8185, grad_norm: 6.5100 2021-07-04 01:32:22,882 - mmaction - INFO - Epoch [24][2580/3757] lr: 1.000e-02, eta: 5 days, 21:53:23, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4461, top1_acc: 0.4242, top5_acc: 0.6703, loss_cls: 2.5671, loss: 4.0131, grad_norm: 6.5240 2021-07-04 01:32:43,946 - mmaction - INFO - Epoch [24][2600/3757] lr: 1.000e-02, eta: 5 days, 21:52:59, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3667, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3238, loss: 3.6905, grad_norm: 6.3868 2021-07-04 01:33:04,776 - mmaction - INFO - Epoch [24][2620/3757] lr: 1.000e-02, eta: 5 days, 21:52:34, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.2923, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2225, loss: 3.5148, grad_norm: 6.3508 2021-07-04 01:33:26,236 - mmaction - INFO - Epoch [24][2640/3757] lr: 1.000e-02, eta: 5 days, 21:52:12, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.3417, top1_acc: 0.4742, top5_acc: 0.7031, loss_cls: 2.3070, loss: 3.6486, grad_norm: 6.5150 2021-07-04 01:33:47,641 - mmaction - INFO - Epoch [24][2660/3757] lr: 1.000e-02, eta: 5 days, 21:51:50, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.3660, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3754, loss: 3.7414, grad_norm: 6.4323 2021-07-04 01:34:08,761 - mmaction - INFO - Epoch [24][2680/3757] lr: 1.000e-02, eta: 5 days, 21:51:26, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3736, top1_acc: 0.4703, top5_acc: 0.7047, loss_cls: 2.3986, loss: 3.7722, grad_norm: 6.4676 2021-07-04 01:34:29,769 - mmaction - INFO - Epoch [24][2700/3757] lr: 1.000e-02, eta: 5 days, 21:51:02, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.4434, top1_acc: 0.4383, top5_acc: 0.6883, loss_cls: 2.4936, loss: 3.9370, grad_norm: 6.4836 2021-07-04 01:34:50,810 - mmaction - INFO - Epoch [24][2720/3757] lr: 1.000e-02, eta: 5 days, 21:50:38, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3163, top1_acc: 0.4844, top5_acc: 0.7109, loss_cls: 2.3174, loss: 3.6338, grad_norm: 6.3874 2021-07-04 01:35:11,843 - mmaction - INFO - Epoch [24][2740/3757] lr: 1.000e-02, eta: 5 days, 21:50:14, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3333, top1_acc: 0.4664, top5_acc: 0.7297, loss_cls: 2.3074, loss: 3.6407, grad_norm: 6.6162 2021-07-04 01:35:33,110 - mmaction - INFO - Epoch [24][2760/3757] lr: 1.000e-02, eta: 5 days, 21:49:51, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3478, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.3222, loss: 3.6700, grad_norm: 6.4288 2021-07-04 01:35:54,266 - mmaction - INFO - Epoch [24][2780/3757] lr: 1.000e-02, eta: 5 days, 21:49:27, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3682, top1_acc: 0.4609, top5_acc: 0.6961, loss_cls: 2.3645, loss: 3.7326, grad_norm: 6.5067 2021-07-04 01:36:15,462 - mmaction - INFO - Epoch [24][2800/3757] lr: 1.000e-02, eta: 5 days, 21:49:04, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3585, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.3678, loss: 3.7264, grad_norm: 6.5184 2021-07-04 01:36:36,489 - mmaction - INFO - Epoch [24][2820/3757] lr: 1.000e-02, eta: 5 days, 21:48:40, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3442, top1_acc: 0.4820, top5_acc: 0.7086, loss_cls: 2.3309, loss: 3.6751, grad_norm: 6.2637 2021-07-04 01:36:57,625 - mmaction - INFO - Epoch [24][2840/3757] lr: 1.000e-02, eta: 5 days, 21:48:16, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3613, top1_acc: 0.4641, top5_acc: 0.7117, loss_cls: 2.3601, loss: 3.7215, grad_norm: 6.4230 2021-07-04 01:37:18,804 - mmaction - INFO - Epoch [24][2860/3757] lr: 1.000e-02, eta: 5 days, 21:47:53, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3483, top1_acc: 0.4766, top5_acc: 0.7039, loss_cls: 2.3261, loss: 3.6744, grad_norm: 6.4333 2021-07-04 01:37:39,881 - mmaction - INFO - Epoch [24][2880/3757] lr: 1.000e-02, eta: 5 days, 21:47:29, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3557, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.3375, loss: 3.6931, grad_norm: 6.2438 2021-07-04 01:38:01,070 - mmaction - INFO - Epoch [24][2900/3757] lr: 1.000e-02, eta: 5 days, 21:47:06, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3822, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.3700, loss: 3.7522, grad_norm: 6.4248 2021-07-04 01:38:22,397 - mmaction - INFO - Epoch [24][2920/3757] lr: 1.000e-02, eta: 5 days, 21:46:43, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.3592, top1_acc: 0.4430, top5_acc: 0.6914, loss_cls: 2.3925, loss: 3.7517, grad_norm: 6.5474 2021-07-04 01:38:43,958 - mmaction - INFO - Epoch [24][2940/3757] lr: 1.000e-02, eta: 5 days, 21:46:22, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.3242, top1_acc: 0.4602, top5_acc: 0.7266, loss_cls: 2.2595, loss: 3.5837, grad_norm: 6.4413 2021-07-04 01:39:04,970 - mmaction - INFO - Epoch [24][2960/3757] lr: 1.000e-02, eta: 5 days, 21:45:58, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3748, top1_acc: 0.4648, top5_acc: 0.7219, loss_cls: 2.3497, loss: 3.7245, grad_norm: 6.4365 2021-07-04 01:39:26,162 - mmaction - INFO - Epoch [24][2980/3757] lr: 1.000e-02, eta: 5 days, 21:45:34, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3415, top1_acc: 0.4742, top5_acc: 0.7266, loss_cls: 2.2818, loss: 3.6233, grad_norm: 6.5386 2021-07-04 01:39:47,192 - mmaction - INFO - Epoch [24][3000/3757] lr: 1.000e-02, eta: 5 days, 21:45:10, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3544, top1_acc: 0.4492, top5_acc: 0.7000, loss_cls: 2.3719, loss: 3.7263, grad_norm: 6.4444 2021-07-04 01:40:09,152 - mmaction - INFO - Epoch [24][3020/3757] lr: 1.000e-02, eta: 5 days, 21:44:51, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.3554, top1_acc: 0.4789, top5_acc: 0.7141, loss_cls: 2.3408, loss: 3.6961, grad_norm: 6.2373 2021-07-04 01:40:30,111 - mmaction - INFO - Epoch [24][3040/3757] lr: 1.000e-02, eta: 5 days, 21:44:26, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3821, top1_acc: 0.4656, top5_acc: 0.6937, loss_cls: 2.3896, loss: 3.7717, grad_norm: 6.5154 2021-07-04 01:40:51,263 - mmaction - INFO - Epoch [24][3060/3757] lr: 1.000e-02, eta: 5 days, 21:44:03, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.3957, top1_acc: 0.4711, top5_acc: 0.6961, loss_cls: 2.4297, loss: 3.8254, grad_norm: 6.3604 2021-07-04 01:41:12,378 - mmaction - INFO - Epoch [24][3080/3757] lr: 1.000e-02, eta: 5 days, 21:43:39, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.4224, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4561, loss: 3.8785, grad_norm: 6.4845 2021-07-04 01:41:33,324 - mmaction - INFO - Epoch [24][3100/3757] lr: 1.000e-02, eta: 5 days, 21:43:14, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3960, top1_acc: 0.4516, top5_acc: 0.7078, loss_cls: 2.4272, loss: 3.8232, grad_norm: 6.7143 2021-07-04 01:41:54,580 - mmaction - INFO - Epoch [24][3120/3757] lr: 1.000e-02, eta: 5 days, 21:42:51, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.4056, top1_acc: 0.4570, top5_acc: 0.6906, loss_cls: 2.4497, loss: 3.8553, grad_norm: 6.6639 2021-07-04 01:42:16,167 - mmaction - INFO - Epoch [24][3140/3757] lr: 1.000e-02, eta: 5 days, 21:42:30, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.3495, top1_acc: 0.4695, top5_acc: 0.7086, loss_cls: 2.3274, loss: 3.6769, grad_norm: 6.4333 2021-07-04 01:42:37,489 - mmaction - INFO - Epoch [24][3160/3757] lr: 1.000e-02, eta: 5 days, 21:42:08, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.3488, top1_acc: 0.4562, top5_acc: 0.7141, loss_cls: 2.2999, loss: 3.6487, grad_norm: 6.4894 2021-07-04 01:42:58,696 - mmaction - INFO - Epoch [24][3180/3757] lr: 1.000e-02, eta: 5 days, 21:41:44, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3272, top1_acc: 0.4664, top5_acc: 0.7055, loss_cls: 2.3321, loss: 3.6592, grad_norm: 6.4398 2021-07-04 01:43:19,759 - mmaction - INFO - Epoch [24][3200/3757] lr: 1.000e-02, eta: 5 days, 21:41:21, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3772, top1_acc: 0.4680, top5_acc: 0.7070, loss_cls: 2.3805, loss: 3.7576, grad_norm: 6.4888 2021-07-04 01:43:41,015 - mmaction - INFO - Epoch [24][3220/3757] lr: 1.000e-02, eta: 5 days, 21:40:58, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3734, top1_acc: 0.4594, top5_acc: 0.6953, loss_cls: 2.4027, loss: 3.7762, grad_norm: 6.4405 2021-07-04 01:44:02,030 - mmaction - INFO - Epoch [24][3240/3757] lr: 1.000e-02, eta: 5 days, 21:40:33, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.4040, top1_acc: 0.4477, top5_acc: 0.6820, loss_cls: 2.4771, loss: 3.8811, grad_norm: 6.6318 2021-07-04 01:44:23,257 - mmaction - INFO - Epoch [24][3260/3757] lr: 1.000e-02, eta: 5 days, 21:40:10, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3472, top1_acc: 0.4773, top5_acc: 0.7055, loss_cls: 2.3076, loss: 3.6549, grad_norm: 6.5604 2021-07-04 01:44:44,403 - mmaction - INFO - Epoch [24][3280/3757] lr: 1.000e-02, eta: 5 days, 21:39:47, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3398, top1_acc: 0.4562, top5_acc: 0.7141, loss_cls: 2.3354, loss: 3.6753, grad_norm: 6.4116 2021-07-04 01:45:05,707 - mmaction - INFO - Epoch [24][3300/3757] lr: 1.000e-02, eta: 5 days, 21:39:24, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.3544, top1_acc: 0.4602, top5_acc: 0.7117, loss_cls: 2.3246, loss: 3.6790, grad_norm: 6.3132 2021-07-04 01:45:27,438 - mmaction - INFO - Epoch [24][3320/3757] lr: 1.000e-02, eta: 5 days, 21:39:04, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.3893, top1_acc: 0.4492, top5_acc: 0.6852, loss_cls: 2.4349, loss: 3.8242, grad_norm: 6.4948 2021-07-04 01:45:48,824 - mmaction - INFO - Epoch [24][3340/3757] lr: 1.000e-02, eta: 5 days, 21:38:41, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.3358, top1_acc: 0.4813, top5_acc: 0.7133, loss_cls: 2.3085, loss: 3.6443, grad_norm: 6.3263 2021-07-04 01:46:09,870 - mmaction - INFO - Epoch [24][3360/3757] lr: 1.000e-02, eta: 5 days, 21:38:17, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3962, top1_acc: 0.4562, top5_acc: 0.6828, loss_cls: 2.4700, loss: 3.8662, grad_norm: 6.5600 2021-07-04 01:46:31,514 - mmaction - INFO - Epoch [24][3380/3757] lr: 1.000e-02, eta: 5 days, 21:37:56, time: 1.083, data_time: 0.037, memory: 6921, loss_aux: 1.4106, top1_acc: 0.4617, top5_acc: 0.6969, loss_cls: 2.4371, loss: 3.8477, grad_norm: 6.5022 2021-07-04 01:46:53,029 - mmaction - INFO - Epoch [24][3400/3757] lr: 1.000e-02, eta: 5 days, 21:37:35, time: 1.076, data_time: 0.033, memory: 6921, loss_aux: 1.3643, top1_acc: 0.4766, top5_acc: 0.7039, loss_cls: 2.3451, loss: 3.7094, grad_norm: 6.1659 2021-07-04 01:47:14,083 - mmaction - INFO - Epoch [24][3420/3757] lr: 1.000e-02, eta: 5 days, 21:37:11, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3704, top1_acc: 0.4750, top5_acc: 0.6984, loss_cls: 2.3566, loss: 3.7270, grad_norm: 6.4331 2021-07-04 01:47:35,085 - mmaction - INFO - Epoch [24][3440/3757] lr: 1.000e-02, eta: 5 days, 21:36:46, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3693, top1_acc: 0.4555, top5_acc: 0.7008, loss_cls: 2.4207, loss: 3.7900, grad_norm: 6.4604 2021-07-04 01:47:56,385 - mmaction - INFO - Epoch [24][3460/3757] lr: 1.000e-02, eta: 5 days, 21:36:24, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3784, top1_acc: 0.4680, top5_acc: 0.7078, loss_cls: 2.3463, loss: 3.7247, grad_norm: 6.3759 2021-07-04 01:48:17,356 - mmaction - INFO - Epoch [24][3480/3757] lr: 1.000e-02, eta: 5 days, 21:35:59, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.3384, top1_acc: 0.4977, top5_acc: 0.7133, loss_cls: 2.2882, loss: 3.6265, grad_norm: 6.2812 2021-07-04 01:48:38,974 - mmaction - INFO - Epoch [24][3500/3757] lr: 1.000e-02, eta: 5 days, 21:35:38, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.3443, top1_acc: 0.4930, top5_acc: 0.7086, loss_cls: 2.3236, loss: 3.6679, grad_norm: 6.4126 2021-07-04 01:49:00,066 - mmaction - INFO - Epoch [24][3520/3757] lr: 1.000e-02, eta: 5 days, 21:35:15, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.3420, top1_acc: 0.4797, top5_acc: 0.6820, loss_cls: 2.3369, loss: 3.6789, grad_norm: 6.3598 2021-07-04 01:49:21,141 - mmaction - INFO - Epoch [24][3540/3757] lr: 1.000e-02, eta: 5 days, 21:34:51, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.3744, top1_acc: 0.4734, top5_acc: 0.6969, loss_cls: 2.3878, loss: 3.7623, grad_norm: 6.4542 2021-07-04 01:49:42,119 - mmaction - INFO - Epoch [24][3560/3757] lr: 1.000e-02, eta: 5 days, 21:34:26, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3974, top1_acc: 0.4648, top5_acc: 0.6867, loss_cls: 2.4284, loss: 3.8258, grad_norm: 6.4034 2021-07-04 01:50:03,117 - mmaction - INFO - Epoch [24][3580/3757] lr: 1.000e-02, eta: 5 days, 21:34:02, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3562, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3858, loss: 3.7420, grad_norm: 6.3996 2021-07-04 01:50:24,349 - mmaction - INFO - Epoch [24][3600/3757] lr: 1.000e-02, eta: 5 days, 21:33:39, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3949, top1_acc: 0.4523, top5_acc: 0.7023, loss_cls: 2.4090, loss: 3.8039, grad_norm: 6.5173 2021-07-04 01:50:45,519 - mmaction - INFO - Epoch [24][3620/3757] lr: 1.000e-02, eta: 5 days, 21:33:15, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3621, top1_acc: 0.4727, top5_acc: 0.7234, loss_cls: 2.3361, loss: 3.6982, grad_norm: 6.2452 2021-07-04 01:51:07,278 - mmaction - INFO - Epoch [24][3640/3757] lr: 1.000e-02, eta: 5 days, 21:32:55, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.3664, top1_acc: 0.4602, top5_acc: 0.7039, loss_cls: 2.3722, loss: 3.7386, grad_norm: 6.6371 2021-07-04 01:51:28,682 - mmaction - INFO - Epoch [24][3660/3757] lr: 1.000e-02, eta: 5 days, 21:32:33, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.3372, top1_acc: 0.4813, top5_acc: 0.7195, loss_cls: 2.3103, loss: 3.6475, grad_norm: 6.3947 2021-07-04 01:51:49,718 - mmaction - INFO - Epoch [24][3680/3757] lr: 1.000e-02, eta: 5 days, 21:32:09, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3527, top1_acc: 0.4547, top5_acc: 0.7109, loss_cls: 2.3453, loss: 3.6980, grad_norm: 6.4811 2021-07-04 01:52:10,735 - mmaction - INFO - Epoch [24][3700/3757] lr: 1.000e-02, eta: 5 days, 21:31:45, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.4364, top1_acc: 0.4297, top5_acc: 0.6844, loss_cls: 2.5083, loss: 3.9446, grad_norm: 6.5103 2021-07-04 01:52:31,865 - mmaction - INFO - Epoch [24][3720/3757] lr: 1.000e-02, eta: 5 days, 21:31:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3756, top1_acc: 0.4672, top5_acc: 0.7039, loss_cls: 2.4017, loss: 3.7773, grad_norm: 6.3734 2021-07-04 01:52:53,157 - mmaction - INFO - Epoch [24][3740/3757] lr: 1.000e-02, eta: 5 days, 21:30:58, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3659, top1_acc: 0.4586, top5_acc: 0.6969, loss_cls: 2.4067, loss: 3.7726, grad_norm: 6.4694 2021-07-04 01:53:11,355 - mmaction - INFO - Saving checkpoint at 24 epochs 2021-07-04 01:54:13,202 - mmaction - INFO - Epoch [25][20/3757] lr: 1.000e-02, eta: 5 days, 21:32:06, time: 3.014, data_time: 1.968, memory: 6921, loss_aux: 1.4104, top1_acc: 0.4445, top5_acc: 0.6891, loss_cls: 2.4576, loss: 3.8680, grad_norm: 6.5243 2021-07-04 01:54:35,157 - mmaction - INFO - Epoch [25][40/3757] lr: 1.000e-02, eta: 5 days, 21:31:47, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.3546, top1_acc: 0.4695, top5_acc: 0.7000, loss_cls: 2.3692, loss: 3.7239, grad_norm: 6.2853 2021-07-04 01:54:56,312 - mmaction - INFO - Epoch [25][60/3757] lr: 1.000e-02, eta: 5 days, 21:31:23, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.4086, top1_acc: 0.4422, top5_acc: 0.7016, loss_cls: 2.4308, loss: 3.8394, grad_norm: 6.1988 2021-07-04 01:55:17,347 - mmaction - INFO - Epoch [25][80/3757] lr: 1.000e-02, eta: 5 days, 21:30:59, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.3196, top1_acc: 0.4711, top5_acc: 0.7008, loss_cls: 2.3299, loss: 3.6495, grad_norm: 6.3800 2021-07-04 01:55:38,940 - mmaction - INFO - Epoch [25][100/3757] lr: 1.000e-02, eta: 5 days, 21:30:38, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.4066, top1_acc: 0.4672, top5_acc: 0.6922, loss_cls: 2.4294, loss: 3.8360, grad_norm: 6.5196 2021-07-04 01:55:59,890 - mmaction - INFO - Epoch [25][120/3757] lr: 1.000e-02, eta: 5 days, 21:30:13, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3684, top1_acc: 0.4703, top5_acc: 0.6969, loss_cls: 2.3343, loss: 3.7028, grad_norm: 6.3521 2021-07-04 01:56:21,021 - mmaction - INFO - Epoch [25][140/3757] lr: 1.000e-02, eta: 5 days, 21:29:50, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3904, top1_acc: 0.4477, top5_acc: 0.6883, loss_cls: 2.4352, loss: 3.8257, grad_norm: 6.3720 2021-07-04 01:56:42,330 - mmaction - INFO - Epoch [25][160/3757] lr: 1.000e-02, eta: 5 days, 21:29:27, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3672, top1_acc: 0.4570, top5_acc: 0.7086, loss_cls: 2.3656, loss: 3.7328, grad_norm: 6.4537 2021-07-04 01:57:03,186 - mmaction - INFO - Epoch [25][180/3757] lr: 1.000e-02, eta: 5 days, 21:29:02, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.3428, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.3199, loss: 3.6627, grad_norm: 6.4627 2021-07-04 01:57:24,232 - mmaction - INFO - Epoch [25][200/3757] lr: 1.000e-02, eta: 5 days, 21:28:38, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3613, top1_acc: 0.4664, top5_acc: 0.6992, loss_cls: 2.3558, loss: 3.7171, grad_norm: 6.3900 2021-07-04 01:57:45,647 - mmaction - INFO - Epoch [25][220/3757] lr: 1.000e-02, eta: 5 days, 21:28:16, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3522, top1_acc: 0.4813, top5_acc: 0.7359, loss_cls: 2.2695, loss: 3.6217, grad_norm: 6.2515 2021-07-04 01:58:07,212 - mmaction - INFO - Epoch [25][240/3757] lr: 1.000e-02, eta: 5 days, 21:27:54, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.3191, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.2890, loss: 3.6081, grad_norm: 6.4037 2021-07-04 01:58:28,262 - mmaction - INFO - Epoch [25][260/3757] lr: 1.000e-02, eta: 5 days, 21:27:30, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3383, top1_acc: 0.4891, top5_acc: 0.7156, loss_cls: 2.3043, loss: 3.6426, grad_norm: 6.3407 2021-07-04 01:58:49,348 - mmaction - INFO - Epoch [25][280/3757] lr: 1.000e-02, eta: 5 days, 21:27:07, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3614, top1_acc: 0.4711, top5_acc: 0.6891, loss_cls: 2.3714, loss: 3.7328, grad_norm: 6.3925 2021-07-04 01:59:10,530 - mmaction - INFO - Epoch [25][300/3757] lr: 1.000e-02, eta: 5 days, 21:26:43, time: 1.059, data_time: 0.010, memory: 6921, loss_aux: 1.3214, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.2212, loss: 3.5426, grad_norm: 6.5143 2021-07-04 01:59:31,862 - mmaction - INFO - Epoch [25][320/3757] lr: 1.000e-02, eta: 5 days, 21:26:21, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3586, top1_acc: 0.4836, top5_acc: 0.6867, loss_cls: 2.3868, loss: 3.7455, grad_norm: 6.5351 2021-07-04 01:59:53,846 - mmaction - INFO - Epoch [25][340/3757] lr: 1.000e-02, eta: 5 days, 21:26:02, time: 1.100, data_time: 0.063, memory: 6921, loss_aux: 1.3348, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.2991, loss: 3.6339, grad_norm: 6.3855 2021-07-04 02:00:14,933 - mmaction - INFO - Epoch [25][360/3757] lr: 1.000e-02, eta: 5 days, 21:25:38, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3705, top1_acc: 0.4789, top5_acc: 0.6922, loss_cls: 2.3781, loss: 3.7485, grad_norm: 6.3591 2021-07-04 02:00:35,823 - mmaction - INFO - Epoch [25][380/3757] lr: 1.000e-02, eta: 5 days, 21:25:13, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.3508, top1_acc: 0.4719, top5_acc: 0.7180, loss_cls: 2.3287, loss: 3.6795, grad_norm: 6.4845 2021-07-04 02:00:56,979 - mmaction - INFO - Epoch [25][400/3757] lr: 1.000e-02, eta: 5 days, 21:24:49, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.3353, loss: 3.6617, grad_norm: 6.4929 2021-07-04 02:01:17,897 - mmaction - INFO - Epoch [25][420/3757] lr: 1.000e-02, eta: 5 days, 21:24:25, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3682, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3565, loss: 3.7247, grad_norm: 6.4857 2021-07-04 02:01:39,017 - mmaction - INFO - Epoch [25][440/3757] lr: 1.000e-02, eta: 5 days, 21:24:01, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3464, top1_acc: 0.4891, top5_acc: 0.7172, loss_cls: 2.2582, loss: 3.6046, grad_norm: 6.3554 2021-07-04 02:02:00,412 - mmaction - INFO - Epoch [25][460/3757] lr: 1.000e-02, eta: 5 days, 21:23:39, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3691, top1_acc: 0.4508, top5_acc: 0.6930, loss_cls: 2.3681, loss: 3.7373, grad_norm: 6.6442 2021-07-04 02:02:21,448 - mmaction - INFO - Epoch [25][480/3757] lr: 1.000e-02, eta: 5 days, 21:23:15, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.3702, top1_acc: 0.4648, top5_acc: 0.7008, loss_cls: 2.3443, loss: 3.7145, grad_norm: 6.5556 2021-07-04 02:02:42,513 - mmaction - INFO - Epoch [25][500/3757] lr: 1.000e-02, eta: 5 days, 21:22:51, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3046, top1_acc: 0.4859, top5_acc: 0.7219, loss_cls: 2.2499, loss: 3.5545, grad_norm: 6.3010 2021-07-04 02:03:03,987 - mmaction - INFO - Epoch [25][520/3757] lr: 1.000e-02, eta: 5 days, 21:22:29, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.3633, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.4221, loss: 3.7854, grad_norm: 6.5462 2021-07-04 02:03:25,545 - mmaction - INFO - Epoch [25][540/3757] lr: 1.000e-02, eta: 5 days, 21:22:08, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3676, top1_acc: 0.4688, top5_acc: 0.7016, loss_cls: 2.3243, loss: 3.6920, grad_norm: 6.3484 2021-07-04 02:03:46,429 - mmaction - INFO - Epoch [25][560/3757] lr: 1.000e-02, eta: 5 days, 21:21:43, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 1.4001, top1_acc: 0.4547, top5_acc: 0.6937, loss_cls: 2.4267, loss: 3.8268, grad_norm: 6.7046 2021-07-04 02:04:07,430 - mmaction - INFO - Epoch [25][580/3757] lr: 1.000e-02, eta: 5 days, 21:21:19, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3709, top1_acc: 0.4805, top5_acc: 0.7070, loss_cls: 2.3710, loss: 3.7419, grad_norm: 6.5935 2021-07-04 02:04:28,678 - mmaction - INFO - Epoch [25][600/3757] lr: 1.000e-02, eta: 5 days, 21:20:56, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3712, top1_acc: 0.4453, top5_acc: 0.6930, loss_cls: 2.4047, loss: 3.7759, grad_norm: 6.4141 2021-07-04 02:04:49,729 - mmaction - INFO - Epoch [25][620/3757] lr: 1.000e-02, eta: 5 days, 21:20:32, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3395, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2987, loss: 3.6383, grad_norm: 6.4367 2021-07-04 02:05:11,474 - mmaction - INFO - Epoch [25][640/3757] lr: 1.000e-02, eta: 5 days, 21:20:11, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.3443, top1_acc: 0.4789, top5_acc: 0.7094, loss_cls: 2.3322, loss: 3.6764, grad_norm: 6.3564 2021-07-04 02:05:32,730 - mmaction - INFO - Epoch [25][660/3757] lr: 1.000e-02, eta: 5 days, 21:19:48, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3960, top1_acc: 0.4828, top5_acc: 0.7063, loss_cls: 2.3658, loss: 3.7618, grad_norm: 6.5045 2021-07-04 02:05:53,744 - mmaction - INFO - Epoch [25][680/3757] lr: 1.000e-02, eta: 5 days, 21:19:24, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3136, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.2654, loss: 3.5790, grad_norm: 6.4057 2021-07-04 02:06:15,265 - mmaction - INFO - Epoch [25][700/3757] lr: 1.000e-02, eta: 5 days, 21:19:03, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3174, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.3053, loss: 3.6227, grad_norm: 6.3936 2021-07-04 02:06:36,645 - mmaction - INFO - Epoch [25][720/3757] lr: 1.000e-02, eta: 5 days, 21:18:40, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.3461, top1_acc: 0.4688, top5_acc: 0.7172, loss_cls: 2.3132, loss: 3.6593, grad_norm: 6.3703 2021-07-04 02:06:57,631 - mmaction - INFO - Epoch [25][740/3757] lr: 1.000e-02, eta: 5 days, 21:18:16, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3553, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.3343, loss: 3.6896, grad_norm: 6.4252 2021-07-04 02:07:18,789 - mmaction - INFO - Epoch [25][760/3757] lr: 1.000e-02, eta: 5 days, 21:17:52, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3532, top1_acc: 0.4680, top5_acc: 0.6969, loss_cls: 2.3345, loss: 3.6877, grad_norm: 6.4236 2021-07-04 02:07:40,031 - mmaction - INFO - Epoch [25][780/3757] lr: 1.000e-02, eta: 5 days, 21:17:29, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3486, top1_acc: 0.4719, top5_acc: 0.7016, loss_cls: 2.3425, loss: 3.6911, grad_norm: 6.6754 2021-07-04 02:08:01,250 - mmaction - INFO - Epoch [25][800/3757] lr: 1.000e-02, eta: 5 days, 21:17:06, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3428, top1_acc: 0.4570, top5_acc: 0.7180, loss_cls: 2.3699, loss: 3.7127, grad_norm: 6.4702 2021-07-04 02:08:22,437 - mmaction - INFO - Epoch [25][820/3757] lr: 1.000e-02, eta: 5 days, 21:16:43, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3394, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3034, loss: 3.6428, grad_norm: 6.2770 2021-07-04 02:08:43,431 - mmaction - INFO - Epoch [25][840/3757] lr: 1.000e-02, eta: 5 days, 21:16:19, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3454, top1_acc: 0.4781, top5_acc: 0.7039, loss_cls: 2.2904, loss: 3.6359, grad_norm: 6.3088 2021-07-04 02:09:06,004 - mmaction - INFO - Epoch [25][860/3757] lr: 1.000e-02, eta: 5 days, 21:16:03, time: 1.129, data_time: 0.002, memory: 6921, loss_aux: 1.3413, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.3062, loss: 3.6476, grad_norm: 6.2764 2021-07-04 02:09:27,040 - mmaction - INFO - Epoch [25][880/3757] lr: 1.000e-02, eta: 5 days, 21:15:39, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.3485, top1_acc: 0.4852, top5_acc: 0.7000, loss_cls: 2.3495, loss: 3.6980, grad_norm: 6.4093 2021-07-04 02:09:48,333 - mmaction - INFO - Epoch [25][900/3757] lr: 1.000e-02, eta: 5 days, 21:15:16, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3621, top1_acc: 0.4648, top5_acc: 0.7133, loss_cls: 2.3007, loss: 3.6628, grad_norm: 6.5895 2021-07-04 02:10:09,518 - mmaction - INFO - Epoch [25][920/3757] lr: 1.000e-02, eta: 5 days, 21:14:53, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3578, top1_acc: 0.4656, top5_acc: 0.7016, loss_cls: 2.3449, loss: 3.7027, grad_norm: 6.5681 2021-07-04 02:10:30,652 - mmaction - INFO - Epoch [25][940/3757] lr: 1.000e-02, eta: 5 days, 21:14:29, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4001, top1_acc: 0.4625, top5_acc: 0.6875, loss_cls: 2.4860, loss: 3.8862, grad_norm: 6.5227 2021-07-04 02:10:51,599 - mmaction - INFO - Epoch [25][960/3757] lr: 1.000e-02, eta: 5 days, 21:14:05, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.3433, top1_acc: 0.4641, top5_acc: 0.7125, loss_cls: 2.3226, loss: 3.6658, grad_norm: 6.3277 2021-07-04 02:11:12,670 - mmaction - INFO - Epoch [25][980/3757] lr: 1.000e-02, eta: 5 days, 21:13:41, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.4048, top1_acc: 0.4625, top5_acc: 0.7039, loss_cls: 2.4003, loss: 3.8051, grad_norm: 6.6119 2021-07-04 02:11:34,630 - mmaction - INFO - Epoch [25][1000/3757] lr: 1.000e-02, eta: 5 days, 21:13:21, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.3651, top1_acc: 0.4703, top5_acc: 0.6859, loss_cls: 2.4163, loss: 3.7814, grad_norm: 6.4612 2021-07-04 02:11:55,824 - mmaction - INFO - Epoch [25][1020/3757] lr: 1.000e-02, eta: 5 days, 21:12:58, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3605, top1_acc: 0.4656, top5_acc: 0.7266, loss_cls: 2.3346, loss: 3.6951, grad_norm: 6.3891 2021-07-04 02:12:16,690 - mmaction - INFO - Epoch [25][1040/3757] lr: 1.000e-02, eta: 5 days, 21:12:33, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3762, top1_acc: 0.4766, top5_acc: 0.6953, loss_cls: 2.3740, loss: 3.7502, grad_norm: 6.4642 2021-07-04 02:12:37,713 - mmaction - INFO - Epoch [25][1060/3757] lr: 1.000e-02, eta: 5 days, 21:12:09, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.3600, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.3863, loss: 3.7462, grad_norm: 6.4866 2021-07-04 02:12:58,829 - mmaction - INFO - Epoch [25][1080/3757] lr: 1.000e-02, eta: 5 days, 21:11:46, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3428, top1_acc: 0.4773, top5_acc: 0.7039, loss_cls: 2.3542, loss: 3.6969, grad_norm: 6.3236 2021-07-04 02:13:20,739 - mmaction - INFO - Epoch [25][1100/3757] lr: 1.000e-02, eta: 5 days, 21:11:26, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.3298, top1_acc: 0.4773, top5_acc: 0.7023, loss_cls: 2.2981, loss: 3.6280, grad_norm: 6.3001 2021-07-04 02:13:41,768 - mmaction - INFO - Epoch [25][1120/3757] lr: 1.000e-02, eta: 5 days, 21:11:02, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3710, top1_acc: 0.4820, top5_acc: 0.7008, loss_cls: 2.3949, loss: 3.7659, grad_norm: 6.3954 2021-07-04 02:14:02,955 - mmaction - INFO - Epoch [25][1140/3757] lr: 1.000e-02, eta: 5 days, 21:10:38, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3424, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3723, loss: 3.7147, grad_norm: 6.5113 2021-07-04 02:14:24,159 - mmaction - INFO - Epoch [25][1160/3757] lr: 1.000e-02, eta: 5 days, 21:10:15, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3745, top1_acc: 0.4648, top5_acc: 0.6930, loss_cls: 2.3910, loss: 3.7654, grad_norm: 6.5881 2021-07-04 02:14:45,349 - mmaction - INFO - Epoch [25][1180/3757] lr: 1.000e-02, eta: 5 days, 21:09:52, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3805, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.3820, loss: 3.7625, grad_norm: 6.6977 2021-07-04 02:15:06,497 - mmaction - INFO - Epoch [25][1200/3757] lr: 1.000e-02, eta: 5 days, 21:09:28, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3448, top1_acc: 0.4859, top5_acc: 0.7047, loss_cls: 2.3354, loss: 3.6802, grad_norm: 6.3548 2021-07-04 02:15:27,791 - mmaction - INFO - Epoch [25][1220/3757] lr: 1.000e-02, eta: 5 days, 21:09:06, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.3732, top1_acc: 0.4711, top5_acc: 0.7125, loss_cls: 2.3560, loss: 3.7292, grad_norm: 6.4772 2021-07-04 02:15:48,950 - mmaction - INFO - Epoch [25][1240/3757] lr: 1.000e-02, eta: 5 days, 21:08:43, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3918, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.4478, loss: 3.8397, grad_norm: 6.5315 2021-07-04 02:16:09,934 - mmaction - INFO - Epoch [25][1260/3757] lr: 1.000e-02, eta: 5 days, 21:08:18, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2915, top1_acc: 0.4797, top5_acc: 0.7430, loss_cls: 2.2111, loss: 3.5026, grad_norm: 6.4948 2021-07-04 02:16:31,233 - mmaction - INFO - Epoch [25][1280/3757] lr: 1.000e-02, eta: 5 days, 21:07:56, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3572, top1_acc: 0.4641, top5_acc: 0.7078, loss_cls: 2.3608, loss: 3.7180, grad_norm: 6.5494 2021-07-04 02:16:52,727 - mmaction - INFO - Epoch [25][1300/3757] lr: 1.000e-02, eta: 5 days, 21:07:34, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.3508, top1_acc: 0.4680, top5_acc: 0.7156, loss_cls: 2.3346, loss: 3.6853, grad_norm: 6.5002 2021-07-04 02:17:13,786 - mmaction - INFO - Epoch [25][1320/3757] lr: 1.000e-02, eta: 5 days, 21:07:10, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3786, top1_acc: 0.4477, top5_acc: 0.6906, loss_cls: 2.3706, loss: 3.7492, grad_norm: 6.4170 2021-07-04 02:17:34,873 - mmaction - INFO - Epoch [25][1340/3757] lr: 1.000e-02, eta: 5 days, 21:06:46, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.3121, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.2499, loss: 3.5620, grad_norm: 6.4003 2021-07-04 02:17:56,587 - mmaction - INFO - Epoch [25][1360/3757] lr: 1.000e-02, eta: 5 days, 21:06:26, time: 1.085, data_time: 0.043, memory: 6921, loss_aux: 1.3530, top1_acc: 0.4805, top5_acc: 0.6992, loss_cls: 2.3258, loss: 3.6788, grad_norm: 6.3788 2021-07-04 02:18:18,103 - mmaction - INFO - Epoch [25][1380/3757] lr: 1.000e-02, eta: 5 days, 21:06:04, time: 1.077, data_time: 0.037, memory: 6921, loss_aux: 1.3426, top1_acc: 0.4664, top5_acc: 0.7008, loss_cls: 2.3392, loss: 3.6818, grad_norm: 6.3507 2021-07-04 02:18:39,094 - mmaction - INFO - Epoch [25][1400/3757] lr: 1.000e-02, eta: 5 days, 21:05:40, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3574, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.3264, loss: 3.6838, grad_norm: 6.4528 2021-07-04 02:19:00,288 - mmaction - INFO - Epoch [25][1420/3757] lr: 1.000e-02, eta: 5 days, 21:05:17, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3326, top1_acc: 0.4805, top5_acc: 0.7008, loss_cls: 2.2915, loss: 3.6241, grad_norm: 6.3709 2021-07-04 02:19:21,260 - mmaction - INFO - Epoch [25][1440/3757] lr: 1.000e-02, eta: 5 days, 21:04:52, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3296, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.3006, loss: 3.6302, grad_norm: 6.4770 2021-07-04 02:19:42,330 - mmaction - INFO - Epoch [25][1460/3757] lr: 1.000e-02, eta: 5 days, 21:04:28, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3518, top1_acc: 0.4719, top5_acc: 0.7039, loss_cls: 2.3570, loss: 3.7088, grad_norm: 6.5533 2021-07-04 02:20:03,732 - mmaction - INFO - Epoch [25][1480/3757] lr: 1.000e-02, eta: 5 days, 21:04:06, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.3015, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2597, loss: 3.5612, grad_norm: 6.2947 2021-07-04 02:20:24,911 - mmaction - INFO - Epoch [25][1500/3757] lr: 1.000e-02, eta: 5 days, 21:03:43, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3710, top1_acc: 0.4695, top5_acc: 0.6891, loss_cls: 2.4308, loss: 3.8018, grad_norm: 6.3863 2021-07-04 02:20:45,890 - mmaction - INFO - Epoch [25][1520/3757] lr: 1.000e-02, eta: 5 days, 21:03:19, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3784, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3920, loss: 3.7703, grad_norm: 6.7298 2021-07-04 02:21:07,672 - mmaction - INFO - Epoch [25][1540/3757] lr: 1.000e-02, eta: 5 days, 21:02:58, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.4271, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.4788, loss: 3.9060, grad_norm: 6.6325 2021-07-04 02:21:28,585 - mmaction - INFO - Epoch [25][1560/3757] lr: 1.000e-02, eta: 5 days, 21:02:34, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3310, top1_acc: 0.4836, top5_acc: 0.7070, loss_cls: 2.3183, loss: 3.6493, grad_norm: 6.5874 2021-07-04 02:21:50,668 - mmaction - INFO - Epoch [25][1580/3757] lr: 1.000e-02, eta: 5 days, 21:02:15, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.3303, top1_acc: 0.4570, top5_acc: 0.7063, loss_cls: 2.3279, loss: 3.6582, grad_norm: 6.2658 2021-07-04 02:22:11,558 - mmaction - INFO - Epoch [25][1600/3757] lr: 1.000e-02, eta: 5 days, 21:01:50, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 1.3693, top1_acc: 0.4609, top5_acc: 0.6891, loss_cls: 2.4220, loss: 3.7913, grad_norm: 6.3251 2021-07-04 02:22:33,207 - mmaction - INFO - Epoch [25][1620/3757] lr: 1.000e-02, eta: 5 days, 21:01:29, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.3968, top1_acc: 0.4609, top5_acc: 0.6883, loss_cls: 2.3844, loss: 3.7812, grad_norm: 6.4878 2021-07-04 02:22:54,102 - mmaction - INFO - Epoch [25][1640/3757] lr: 1.000e-02, eta: 5 days, 21:01:05, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3292, top1_acc: 0.4758, top5_acc: 0.7102, loss_cls: 2.3301, loss: 3.6593, grad_norm: 6.3475 2021-07-04 02:23:15,278 - mmaction - INFO - Epoch [25][1660/3757] lr: 1.000e-02, eta: 5 days, 21:00:41, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3716, top1_acc: 0.4547, top5_acc: 0.6797, loss_cls: 2.4058, loss: 3.7775, grad_norm: 6.4826 2021-07-04 02:23:36,453 - mmaction - INFO - Epoch [25][1680/3757] lr: 1.000e-02, eta: 5 days, 21:00:18, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3336, top1_acc: 0.4945, top5_acc: 0.7109, loss_cls: 2.2977, loss: 3.6314, grad_norm: 6.1705 2021-07-04 02:23:57,652 - mmaction - INFO - Epoch [25][1700/3757] lr: 1.000e-02, eta: 5 days, 20:59:55, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3647, top1_acc: 0.4734, top5_acc: 0.7000, loss_cls: 2.3913, loss: 3.7560, grad_norm: 6.6632 2021-07-04 02:24:19,416 - mmaction - INFO - Epoch [25][1720/3757] lr: 1.000e-02, eta: 5 days, 20:59:35, time: 1.088, data_time: 0.001, memory: 6921, loss_aux: 1.3373, top1_acc: 0.4836, top5_acc: 0.7180, loss_cls: 2.2840, loss: 3.6213, grad_norm: 6.3910 2021-07-04 02:24:40,410 - mmaction - INFO - Epoch [25][1740/3757] lr: 1.000e-02, eta: 5 days, 20:59:10, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.3678, top1_acc: 0.4602, top5_acc: 0.7070, loss_cls: 2.3580, loss: 3.7258, grad_norm: 6.4504 2021-07-04 02:25:01,715 - mmaction - INFO - Epoch [25][1760/3757] lr: 1.000e-02, eta: 5 days, 20:58:48, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3370, top1_acc: 0.4695, top5_acc: 0.7023, loss_cls: 2.3319, loss: 3.6688, grad_norm: 6.4208 2021-07-04 02:25:22,892 - mmaction - INFO - Epoch [25][1780/3757] lr: 1.000e-02, eta: 5 days, 20:58:24, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3871, top1_acc: 0.4727, top5_acc: 0.6992, loss_cls: 2.3866, loss: 3.7737, grad_norm: 6.5581 2021-07-04 02:25:43,960 - mmaction - INFO - Epoch [25][1800/3757] lr: 1.000e-02, eta: 5 days, 20:58:00, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3285, top1_acc: 0.4641, top5_acc: 0.7234, loss_cls: 2.3194, loss: 3.6480, grad_norm: 6.4374 2021-07-04 02:26:05,155 - mmaction - INFO - Epoch [25][1820/3757] lr: 1.000e-02, eta: 5 days, 20:57:37, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3337, top1_acc: 0.4813, top5_acc: 0.7109, loss_cls: 2.3057, loss: 3.6395, grad_norm: 6.3021 2021-07-04 02:26:26,205 - mmaction - INFO - Epoch [25][1840/3757] lr: 1.000e-02, eta: 5 days, 20:57:13, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3502, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3617, loss: 3.7120, grad_norm: 6.4906 2021-07-04 02:26:47,473 - mmaction - INFO - Epoch [25][1860/3757] lr: 1.000e-02, eta: 5 days, 20:56:50, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3545, top1_acc: 0.4633, top5_acc: 0.6977, loss_cls: 2.3123, loss: 3.6668, grad_norm: 6.4906 2021-07-04 02:27:09,258 - mmaction - INFO - Epoch [25][1880/3757] lr: 1.000e-02, eta: 5 days, 20:56:30, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.3975, top1_acc: 0.4680, top5_acc: 0.6977, loss_cls: 2.3869, loss: 3.7844, grad_norm: 6.2331 2021-07-04 02:27:30,544 - mmaction - INFO - Epoch [25][1900/3757] lr: 1.000e-02, eta: 5 days, 20:56:08, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3555, top1_acc: 0.4586, top5_acc: 0.7008, loss_cls: 2.3417, loss: 3.6972, grad_norm: 6.3540 2021-07-04 02:27:51,546 - mmaction - INFO - Epoch [25][1920/3757] lr: 1.000e-02, eta: 5 days, 20:55:43, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3818, top1_acc: 0.4664, top5_acc: 0.6937, loss_cls: 2.4030, loss: 3.7848, grad_norm: 6.5187 2021-07-04 02:28:12,563 - mmaction - INFO - Epoch [25][1940/3757] lr: 1.000e-02, eta: 5 days, 20:55:19, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3622, top1_acc: 0.4820, top5_acc: 0.7055, loss_cls: 2.2884, loss: 3.6506, grad_norm: 6.4753 2021-07-04 02:28:33,635 - mmaction - INFO - Epoch [25][1960/3757] lr: 1.000e-02, eta: 5 days, 20:54:55, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.3490, top1_acc: 0.4680, top5_acc: 0.6844, loss_cls: 2.3506, loss: 3.6996, grad_norm: 6.3081 2021-07-04 02:28:54,961 - mmaction - INFO - Epoch [25][1980/3757] lr: 1.000e-02, eta: 5 days, 20:54:33, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3849, top1_acc: 0.4531, top5_acc: 0.6828, loss_cls: 2.4462, loss: 3.8311, grad_norm: 6.4528 2021-07-04 02:29:16,024 - mmaction - INFO - Epoch [25][2000/3757] lr: 1.000e-02, eta: 5 days, 20:54:09, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3438, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2997, loss: 3.6434, grad_norm: 6.3516 2021-07-04 02:29:37,281 - mmaction - INFO - Epoch [25][2020/3757] lr: 1.000e-02, eta: 5 days, 20:53:46, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3961, top1_acc: 0.4617, top5_acc: 0.6891, loss_cls: 2.4032, loss: 3.7993, grad_norm: 6.3464 2021-07-04 02:29:58,430 - mmaction - INFO - Epoch [25][2040/3757] lr: 1.000e-02, eta: 5 days, 20:53:23, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3458, top1_acc: 0.4914, top5_acc: 0.7023, loss_cls: 2.3076, loss: 3.6535, grad_norm: 6.3223 2021-07-04 02:30:19,589 - mmaction - INFO - Epoch [25][2060/3757] lr: 1.000e-02, eta: 5 days, 20:52:59, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3289, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.2728, loss: 3.6017, grad_norm: 6.5481 2021-07-04 02:30:41,776 - mmaction - INFO - Epoch [25][2080/3757] lr: 1.000e-02, eta: 5 days, 20:52:41, time: 1.111, data_time: 0.006, memory: 6921, loss_aux: 1.3008, top1_acc: 0.4875, top5_acc: 0.7242, loss_cls: 2.2376, loss: 3.5385, grad_norm: 6.3846 2021-07-04 02:31:02,845 - mmaction - INFO - Epoch [25][2100/3757] lr: 1.000e-02, eta: 5 days, 20:52:18, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3566, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3441, loss: 3.7007, grad_norm: 6.5489 2021-07-04 02:31:24,008 - mmaction - INFO - Epoch [25][2120/3757] lr: 1.000e-02, eta: 5 days, 20:51:54, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3530, top1_acc: 0.4711, top5_acc: 0.7000, loss_cls: 2.3176, loss: 3.6705, grad_norm: 6.5403 2021-07-04 02:31:45,061 - mmaction - INFO - Epoch [25][2140/3757] lr: 1.000e-02, eta: 5 days, 20:51:30, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3356, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.3018, loss: 3.6374, grad_norm: 6.4940 2021-07-04 02:32:06,982 - mmaction - INFO - Epoch [25][2160/3757] lr: 1.000e-02, eta: 5 days, 20:51:11, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.3370, top1_acc: 0.4625, top5_acc: 0.7008, loss_cls: 2.3515, loss: 3.6885, grad_norm: 6.5597 2021-07-04 02:32:27,993 - mmaction - INFO - Epoch [25][2180/3757] lr: 1.000e-02, eta: 5 days, 20:50:46, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3726, top1_acc: 0.4703, top5_acc: 0.7063, loss_cls: 2.4030, loss: 3.7756, grad_norm: 6.4958 2021-07-04 02:32:49,043 - mmaction - INFO - Epoch [25][2200/3757] lr: 1.000e-02, eta: 5 days, 20:50:23, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3107, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2875, loss: 3.5982, grad_norm: 6.4467 2021-07-04 02:33:10,114 - mmaction - INFO - Epoch [25][2220/3757] lr: 1.000e-02, eta: 5 days, 20:49:59, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3923, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.4152, loss: 3.8075, grad_norm: 6.6105 2021-07-04 02:33:31,754 - mmaction - INFO - Epoch [25][2240/3757] lr: 1.000e-02, eta: 5 days, 20:49:38, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3974, top1_acc: 0.4516, top5_acc: 0.6797, loss_cls: 2.4740, loss: 3.8714, grad_norm: 6.6712 2021-07-04 02:33:52,965 - mmaction - INFO - Epoch [25][2260/3757] lr: 1.000e-02, eta: 5 days, 20:49:15, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3588, top1_acc: 0.4625, top5_acc: 0.7117, loss_cls: 2.3484, loss: 3.7072, grad_norm: 6.4944 2021-07-04 02:34:14,106 - mmaction - INFO - Epoch [25][2280/3757] lr: 1.000e-02, eta: 5 days, 20:48:51, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3775, top1_acc: 0.4625, top5_acc: 0.7109, loss_cls: 2.3669, loss: 3.7444, grad_norm: 6.4115 2021-07-04 02:34:35,421 - mmaction - INFO - Epoch [25][2300/3757] lr: 1.000e-02, eta: 5 days, 20:48:29, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3435, top1_acc: 0.4664, top5_acc: 0.6945, loss_cls: 2.3627, loss: 3.7061, grad_norm: 6.5790 2021-07-04 02:34:56,402 - mmaction - INFO - Epoch [25][2320/3757] lr: 1.000e-02, eta: 5 days, 20:48:04, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.3789, top1_acc: 0.4539, top5_acc: 0.6945, loss_cls: 2.3941, loss: 3.7730, grad_norm: 6.5142 2021-07-04 02:35:17,544 - mmaction - INFO - Epoch [25][2340/3757] lr: 1.000e-02, eta: 5 days, 20:47:41, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3111, top1_acc: 0.4836, top5_acc: 0.7203, loss_cls: 2.2981, loss: 3.6093, grad_norm: 6.4222 2021-07-04 02:35:38,677 - mmaction - INFO - Epoch [25][2360/3757] lr: 1.000e-02, eta: 5 days, 20:47:17, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3759, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.3557, loss: 3.7316, grad_norm: 6.6374 2021-07-04 02:36:00,030 - mmaction - INFO - Epoch [25][2380/3757] lr: 1.000e-02, eta: 5 days, 20:46:55, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3321, top1_acc: 0.4766, top5_acc: 0.7102, loss_cls: 2.3581, loss: 3.6902, grad_norm: 6.4149 2021-07-04 02:36:21,244 - mmaction - INFO - Epoch [25][2400/3757] lr: 1.000e-02, eta: 5 days, 20:46:32, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3710, top1_acc: 0.4461, top5_acc: 0.6930, loss_cls: 2.4031, loss: 3.7741, grad_norm: 6.5203 2021-07-04 02:36:43,116 - mmaction - INFO - Epoch [25][2420/3757] lr: 1.000e-02, eta: 5 days, 20:46:12, time: 1.094, data_time: 0.043, memory: 6921, loss_aux: 1.3594, top1_acc: 0.4656, top5_acc: 0.6883, loss_cls: 2.3986, loss: 3.7580, grad_norm: 6.3826 2021-07-04 02:37:04,427 - mmaction - INFO - Epoch [25][2440/3757] lr: 1.000e-02, eta: 5 days, 20:45:50, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.4033, top1_acc: 0.4508, top5_acc: 0.6891, loss_cls: 2.4545, loss: 3.8578, grad_norm: 6.6102 2021-07-04 02:37:25,622 - mmaction - INFO - Epoch [25][2460/3757] lr: 1.000e-02, eta: 5 days, 20:45:27, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3450, top1_acc: 0.4602, top5_acc: 0.7078, loss_cls: 2.3541, loss: 3.6990, grad_norm: 6.5011 2021-07-04 02:37:46,565 - mmaction - INFO - Epoch [25][2480/3757] lr: 1.000e-02, eta: 5 days, 20:45:02, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3936, top1_acc: 0.4414, top5_acc: 0.6898, loss_cls: 2.4708, loss: 3.8644, grad_norm: 6.4026 2021-07-04 02:38:07,668 - mmaction - INFO - Epoch [25][2500/3757] lr: 1.000e-02, eta: 5 days, 20:44:39, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.3814, top1_acc: 0.4617, top5_acc: 0.6875, loss_cls: 2.4313, loss: 3.8127, grad_norm: 6.5069 2021-07-04 02:38:29,113 - mmaction - INFO - Epoch [25][2520/3757] lr: 1.000e-02, eta: 5 days, 20:44:17, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.3042, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2520, loss: 3.5562, grad_norm: 6.3765 2021-07-04 02:38:50,203 - mmaction - INFO - Epoch [25][2540/3757] lr: 1.000e-02, eta: 5 days, 20:43:53, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.3320, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3024, loss: 3.6345, grad_norm: 6.4586 2021-07-04 02:39:11,546 - mmaction - INFO - Epoch [25][2560/3757] lr: 1.000e-02, eta: 5 days, 20:43:31, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.3685, top1_acc: 0.4656, top5_acc: 0.7070, loss_cls: 2.3724, loss: 3.7409, grad_norm: 6.4958 2021-07-04 02:39:33,208 - mmaction - INFO - Epoch [25][2580/3757] lr: 1.000e-02, eta: 5 days, 20:43:10, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.4020, top1_acc: 0.4422, top5_acc: 0.6687, loss_cls: 2.4864, loss: 3.8885, grad_norm: 6.6458 2021-07-04 02:39:54,225 - mmaction - INFO - Epoch [25][2600/3757] lr: 1.000e-02, eta: 5 days, 20:42:45, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3466, top1_acc: 0.4742, top5_acc: 0.7211, loss_cls: 2.2994, loss: 3.6459, grad_norm: 6.5804 2021-07-04 02:40:15,303 - mmaction - INFO - Epoch [25][2620/3757] lr: 1.000e-02, eta: 5 days, 20:42:22, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.3459, top1_acc: 0.4742, top5_acc: 0.7094, loss_cls: 2.3094, loss: 3.6553, grad_norm: 6.4209 2021-07-04 02:40:36,304 - mmaction - INFO - Epoch [25][2640/3757] lr: 1.000e-02, eta: 5 days, 20:41:58, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3511, top1_acc: 0.4672, top5_acc: 0.7141, loss_cls: 2.3262, loss: 3.6773, grad_norm: 6.5586 2021-07-04 02:40:57,498 - mmaction - INFO - Epoch [25][2660/3757] lr: 1.000e-02, eta: 5 days, 20:41:34, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3258, top1_acc: 0.4750, top5_acc: 0.7078, loss_cls: 2.3251, loss: 3.6509, grad_norm: 6.4184 2021-07-04 02:41:18,640 - mmaction - INFO - Epoch [25][2680/3757] lr: 1.000e-02, eta: 5 days, 20:41:11, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3465, top1_acc: 0.4492, top5_acc: 0.7117, loss_cls: 2.3277, loss: 3.6741, grad_norm: 6.4806 2021-07-04 02:41:39,902 - mmaction - INFO - Epoch [25][2700/3757] lr: 1.000e-02, eta: 5 days, 20:40:48, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3743, top1_acc: 0.4797, top5_acc: 0.7117, loss_cls: 2.3486, loss: 3.7229, grad_norm: 6.4056 2021-07-04 02:42:01,321 - mmaction - INFO - Epoch [25][2720/3757] lr: 1.000e-02, eta: 5 days, 20:40:26, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3673, top1_acc: 0.4625, top5_acc: 0.7242, loss_cls: 2.3372, loss: 3.7045, grad_norm: 6.5813 2021-07-04 02:42:22,390 - mmaction - INFO - Epoch [25][2740/3757] lr: 1.000e-02, eta: 5 days, 20:40:02, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3615, top1_acc: 0.4688, top5_acc: 0.6977, loss_cls: 2.4135, loss: 3.7750, grad_norm: 6.5841 2021-07-04 02:42:43,490 - mmaction - INFO - Epoch [25][2760/3757] lr: 1.000e-02, eta: 5 days, 20:39:39, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3611, top1_acc: 0.4594, top5_acc: 0.7164, loss_cls: 2.3646, loss: 3.7257, grad_norm: 6.3197 2021-07-04 02:43:04,806 - mmaction - INFO - Epoch [25][2780/3757] lr: 1.000e-02, eta: 5 days, 20:39:16, time: 1.067, data_time: 0.012, memory: 6921, loss_aux: 1.3523, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.3739, loss: 3.7263, grad_norm: 6.2350 2021-07-04 02:43:26,416 - mmaction - INFO - Epoch [25][2800/3757] lr: 1.000e-02, eta: 5 days, 20:38:55, time: 1.080, data_time: 0.032, memory: 6921, loss_aux: 1.3599, top1_acc: 0.4703, top5_acc: 0.6898, loss_cls: 2.4084, loss: 3.7683, grad_norm: 6.2470 2021-07-04 02:43:47,359 - mmaction - INFO - Epoch [25][2820/3757] lr: 1.000e-02, eta: 5 days, 20:38:31, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3439, top1_acc: 0.4656, top5_acc: 0.7109, loss_cls: 2.3285, loss: 3.6724, grad_norm: 6.2728 2021-07-04 02:44:08,266 - mmaction - INFO - Epoch [25][2840/3757] lr: 1.000e-02, eta: 5 days, 20:38:06, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3544, top1_acc: 0.4398, top5_acc: 0.7086, loss_cls: 2.3995, loss: 3.7540, grad_norm: 6.5829 2021-07-04 02:44:30,833 - mmaction - INFO - Epoch [25][2860/3757] lr: 1.000e-02, eta: 5 days, 20:37:50, time: 1.128, data_time: 0.002, memory: 6921, loss_aux: 1.3657, top1_acc: 0.4547, top5_acc: 0.6891, loss_cls: 2.4304, loss: 3.7961, grad_norm: 6.2754 2021-07-04 02:44:51,745 - mmaction - INFO - Epoch [25][2880/3757] lr: 1.000e-02, eta: 5 days, 20:37:25, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3832, top1_acc: 0.4516, top5_acc: 0.7094, loss_cls: 2.4247, loss: 3.8079, grad_norm: 6.3239 2021-07-04 02:45:13,260 - mmaction - INFO - Epoch [25][2900/3757] lr: 1.000e-02, eta: 5 days, 20:37:04, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3866, top1_acc: 0.4570, top5_acc: 0.6930, loss_cls: 2.4276, loss: 3.8142, grad_norm: 6.5672 2021-07-04 02:45:34,476 - mmaction - INFO - Epoch [25][2920/3757] lr: 1.000e-02, eta: 5 days, 20:36:41, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3814, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.4332, loss: 3.8146, grad_norm: 6.4481 2021-07-04 02:45:55,726 - mmaction - INFO - Epoch [25][2940/3757] lr: 1.000e-02, eta: 5 days, 20:36:18, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3911, top1_acc: 0.4578, top5_acc: 0.6914, loss_cls: 2.4494, loss: 3.8404, grad_norm: 6.3025 2021-07-04 02:46:17,221 - mmaction - INFO - Epoch [25][2960/3757] lr: 1.000e-02, eta: 5 days, 20:35:56, time: 1.074, data_time: 0.016, memory: 6921, loss_aux: 1.3482, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.2838, loss: 3.6319, grad_norm: 6.2447 2021-07-04 02:46:38,796 - mmaction - INFO - Epoch [25][2980/3757] lr: 1.000e-02, eta: 5 days, 20:35:35, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3637, top1_acc: 0.4445, top5_acc: 0.6992, loss_cls: 2.4096, loss: 3.7733, grad_norm: 6.4500 2021-07-04 02:46:59,938 - mmaction - INFO - Epoch [25][3000/3757] lr: 1.000e-02, eta: 5 days, 20:35:11, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3072, top1_acc: 0.4836, top5_acc: 0.7336, loss_cls: 2.2074, loss: 3.5146, grad_norm: 6.4670 2021-07-04 02:47:21,125 - mmaction - INFO - Epoch [25][3020/3757] lr: 1.000e-02, eta: 5 days, 20:34:48, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3542, top1_acc: 0.4758, top5_acc: 0.7055, loss_cls: 2.3035, loss: 3.6577, grad_norm: 6.5640 2021-07-04 02:47:42,013 - mmaction - INFO - Epoch [25][3040/3757] lr: 1.000e-02, eta: 5 days, 20:34:23, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.3389, top1_acc: 0.4852, top5_acc: 0.7070, loss_cls: 2.3581, loss: 3.6970, grad_norm: 6.3730 2021-07-04 02:48:05,135 - mmaction - INFO - Epoch [25][3060/3757] lr: 1.000e-02, eta: 5 days, 20:34:10, time: 1.158, data_time: 0.003, memory: 6921, loss_aux: 1.3773, top1_acc: 0.4594, top5_acc: 0.6773, loss_cls: 2.4413, loss: 3.8186, grad_norm: 6.5186 2021-07-04 02:48:25,964 - mmaction - INFO - Epoch [25][3080/3757] lr: 1.000e-02, eta: 5 days, 20:33:45, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.3659, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.3499, loss: 3.7158, grad_norm: 6.4237 2021-07-04 02:48:47,283 - mmaction - INFO - Epoch [25][3100/3757] lr: 1.000e-02, eta: 5 days, 20:33:23, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3583, top1_acc: 0.4586, top5_acc: 0.7109, loss_cls: 2.3717, loss: 3.7300, grad_norm: 6.5656 2021-07-04 02:49:08,572 - mmaction - INFO - Epoch [25][3120/3757] lr: 1.000e-02, eta: 5 days, 20:33:00, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3535, top1_acc: 0.4688, top5_acc: 0.7047, loss_cls: 2.3389, loss: 3.6924, grad_norm: 6.4239 2021-07-04 02:49:29,725 - mmaction - INFO - Epoch [25][3140/3757] lr: 1.000e-02, eta: 5 days, 20:32:37, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3863, top1_acc: 0.4523, top5_acc: 0.7063, loss_cls: 2.4111, loss: 3.7974, grad_norm: 6.5109 2021-07-04 02:49:50,799 - mmaction - INFO - Epoch [25][3160/3757] lr: 1.000e-02, eta: 5 days, 20:32:13, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3966, top1_acc: 0.4625, top5_acc: 0.7023, loss_cls: 2.4304, loss: 3.8270, grad_norm: 6.3666 2021-07-04 02:50:11,974 - mmaction - INFO - Epoch [25][3180/3757] lr: 1.000e-02, eta: 5 days, 20:31:49, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3235, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2819, loss: 3.6054, grad_norm: 6.4292 2021-07-04 02:50:33,083 - mmaction - INFO - Epoch [25][3200/3757] lr: 1.000e-02, eta: 5 days, 20:31:26, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3369, top1_acc: 0.4648, top5_acc: 0.7188, loss_cls: 2.2760, loss: 3.6129, grad_norm: 6.3951 2021-07-04 02:50:54,462 - mmaction - INFO - Epoch [25][3220/3757] lr: 1.000e-02, eta: 5 days, 20:31:04, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.3320, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3034, loss: 3.6354, grad_norm: 6.4135 2021-07-04 02:51:15,827 - mmaction - INFO - Epoch [25][3240/3757] lr: 1.000e-02, eta: 5 days, 20:30:41, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3558, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.3342, loss: 3.6901, grad_norm: 6.3457 2021-07-04 02:51:37,065 - mmaction - INFO - Epoch [25][3260/3757] lr: 1.000e-02, eta: 5 days, 20:30:18, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3821, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3920, loss: 3.7740, grad_norm: 6.5210 2021-07-04 02:51:58,289 - mmaction - INFO - Epoch [25][3280/3757] lr: 1.000e-02, eta: 5 days, 20:29:56, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3553, top1_acc: 0.4719, top5_acc: 0.7023, loss_cls: 2.3476, loss: 3.7029, grad_norm: 6.4123 2021-07-04 02:52:19,261 - mmaction - INFO - Epoch [25][3300/3757] lr: 1.000e-02, eta: 5 days, 20:29:31, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.4066, top1_acc: 0.4477, top5_acc: 0.6937, loss_cls: 2.4097, loss: 3.8163, grad_norm: 6.4541 2021-07-04 02:52:40,873 - mmaction - INFO - Epoch [25][3320/3757] lr: 1.000e-02, eta: 5 days, 20:29:10, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.3766, top1_acc: 0.4797, top5_acc: 0.6961, loss_cls: 2.3871, loss: 3.7637, grad_norm: 6.4083 2021-07-04 02:53:02,571 - mmaction - INFO - Epoch [25][3340/3757] lr: 1.000e-02, eta: 5 days, 20:28:49, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3350, top1_acc: 0.4602, top5_acc: 0.6953, loss_cls: 2.3917, loss: 3.7267, grad_norm: 6.3855 2021-07-04 02:53:23,574 - mmaction - INFO - Epoch [25][3360/3757] lr: 1.000e-02, eta: 5 days, 20:28:26, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.3669, top1_acc: 0.4430, top5_acc: 0.6953, loss_cls: 2.4070, loss: 3.7740, grad_norm: 6.3742 2021-07-04 02:53:44,576 - mmaction - INFO - Epoch [25][3380/3757] lr: 1.000e-02, eta: 5 days, 20:28:01, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.3190, top1_acc: 0.4797, top5_acc: 0.7125, loss_cls: 2.3029, loss: 3.6218, grad_norm: 6.4394 2021-07-04 02:54:07,236 - mmaction - INFO - Epoch [25][3400/3757] lr: 1.000e-02, eta: 5 days, 20:27:46, time: 1.134, data_time: 0.004, memory: 6921, loss_aux: 1.3738, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.3806, loss: 3.7544, grad_norm: 6.4677 2021-07-04 02:54:28,032 - mmaction - INFO - Epoch [25][3420/3757] lr: 1.000e-02, eta: 5 days, 20:27:20, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.4419, top1_acc: 0.4508, top5_acc: 0.6828, loss_cls: 2.4654, loss: 3.9073, grad_norm: 6.5939 2021-07-04 02:54:49,035 - mmaction - INFO - Epoch [25][3440/3757] lr: 1.000e-02, eta: 5 days, 20:26:56, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3655, top1_acc: 0.4648, top5_acc: 0.6984, loss_cls: 2.3887, loss: 3.7542, grad_norm: 6.5512 2021-07-04 02:55:10,230 - mmaction - INFO - Epoch [25][3460/3757] lr: 1.000e-02, eta: 5 days, 20:26:33, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2992, top1_acc: 0.4758, top5_acc: 0.7055, loss_cls: 2.3000, loss: 3.5992, grad_norm: 6.3742 2021-07-04 02:55:31,405 - mmaction - INFO - Epoch [25][3480/3757] lr: 1.000e-02, eta: 5 days, 20:26:10, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3062, top1_acc: 0.4680, top5_acc: 0.7305, loss_cls: 2.2596, loss: 3.5658, grad_norm: 6.4746 2021-07-04 02:55:52,567 - mmaction - INFO - Epoch [25][3500/3757] lr: 1.000e-02, eta: 5 days, 20:25:47, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3397, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.3477, loss: 3.6874, grad_norm: 6.4386 2021-07-04 02:56:13,661 - mmaction - INFO - Epoch [25][3520/3757] lr: 1.000e-02, eta: 5 days, 20:25:23, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3810, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.3478, loss: 3.7288, grad_norm: 6.3702 2021-07-04 02:56:34,748 - mmaction - INFO - Epoch [25][3540/3757] lr: 1.000e-02, eta: 5 days, 20:24:59, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2639, loss: 3.5703, grad_norm: 6.4240 2021-07-04 02:56:55,927 - mmaction - INFO - Epoch [25][3560/3757] lr: 1.000e-02, eta: 5 days, 20:24:36, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4023, top1_acc: 0.4477, top5_acc: 0.6781, loss_cls: 2.4753, loss: 3.8776, grad_norm: 6.4837 2021-07-04 02:57:17,012 - mmaction - INFO - Epoch [25][3580/3757] lr: 1.000e-02, eta: 5 days, 20:24:12, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3854, top1_acc: 0.4516, top5_acc: 0.6937, loss_cls: 2.3969, loss: 3.7823, grad_norm: 6.3402 2021-07-04 02:57:38,314 - mmaction - INFO - Epoch [25][3600/3757] lr: 1.000e-02, eta: 5 days, 20:23:50, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3020, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.2467, loss: 3.5488, grad_norm: 6.2460 2021-07-04 02:57:59,476 - mmaction - INFO - Epoch [25][3620/3757] lr: 1.000e-02, eta: 5 days, 20:23:26, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.4077, top1_acc: 0.4555, top5_acc: 0.6797, loss_cls: 2.4608, loss: 3.8685, grad_norm: 6.5279 2021-07-04 02:58:21,596 - mmaction - INFO - Epoch [25][3640/3757] lr: 1.000e-02, eta: 5 days, 20:23:08, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.3252, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.2927, loss: 3.6179, grad_norm: 6.2874 2021-07-04 02:58:42,567 - mmaction - INFO - Epoch [25][3660/3757] lr: 1.000e-02, eta: 5 days, 20:22:44, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3794, top1_acc: 0.4555, top5_acc: 0.6758, loss_cls: 2.4247, loss: 3.8041, grad_norm: 6.6669 2021-07-04 02:59:05,166 - mmaction - INFO - Epoch [25][3680/3757] lr: 1.000e-02, eta: 5 days, 20:22:28, time: 1.130, data_time: 0.002, memory: 6921, loss_aux: 1.3393, top1_acc: 0.4516, top5_acc: 0.7055, loss_cls: 2.3360, loss: 3.6753, grad_norm: 6.4316 2021-07-04 02:59:25,775 - mmaction - INFO - Epoch [25][3700/3757] lr: 1.000e-02, eta: 5 days, 20:22:02, time: 1.030, data_time: 0.004, memory: 6921, loss_aux: 1.3508, top1_acc: 0.4680, top5_acc: 0.7078, loss_cls: 2.4020, loss: 3.7528, grad_norm: 6.4224 2021-07-04 02:59:46,782 - mmaction - INFO - Epoch [25][3720/3757] lr: 1.000e-02, eta: 5 days, 20:21:37, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3907, top1_acc: 0.4664, top5_acc: 0.6992, loss_cls: 2.4071, loss: 3.7979, grad_norm: 6.6512 2021-07-04 03:00:07,713 - mmaction - INFO - Epoch [25][3740/3757] lr: 1.000e-02, eta: 5 days, 20:21:13, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.3898, top1_acc: 0.4602, top5_acc: 0.6969, loss_cls: 2.4370, loss: 3.8268, grad_norm: 6.4687 2021-07-04 03:00:25,903 - mmaction - INFO - Saving checkpoint at 25 epochs 2021-07-04 03:05:15,845 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-04 03:05:16,668 - mmaction - INFO - top1_acc 0.5659 top5_acc 0.8098 2021-07-04 03:05:16,668 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-04 03:05:16,698 - mmaction - INFO - mean_acc 0.5657 2021-07-04 03:05:16,706 - mmaction - INFO - Epoch(val) [25][310] top1_acc: 0.5659, top5_acc: 0.8098, mean_class_accuracy: 0.5657 2021-07-04 03:06:16,886 - mmaction - INFO - Epoch [26][20/3757] lr: 1.000e-02, eta: 5 days, 20:22:15, time: 3.007, data_time: 1.969, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.2138, loss: 3.5107, grad_norm: 6.2967 2021-07-04 03:06:38,234 - mmaction - INFO - Epoch [26][40/3757] lr: 1.000e-02, eta: 5 days, 20:21:52, time: 1.066, data_time: 0.009, memory: 6921, loss_aux: 1.3077, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2146, loss: 3.5223, grad_norm: 6.2925 2021-07-04 03:07:00,374 - mmaction - INFO - Epoch [26][60/3757] lr: 1.000e-02, eta: 5 days, 20:21:34, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.3576, top1_acc: 0.4492, top5_acc: 0.6937, loss_cls: 2.3727, loss: 3.7304, grad_norm: 6.3429 2021-07-04 03:07:21,478 - mmaction - INFO - Epoch [26][80/3757] lr: 1.000e-02, eta: 5 days, 20:21:10, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3535, top1_acc: 0.4820, top5_acc: 0.7094, loss_cls: 2.3419, loss: 3.6954, grad_norm: 6.2843 2021-07-04 03:07:43,448 - mmaction - INFO - Epoch [26][100/3757] lr: 1.000e-02, eta: 5 days, 20:20:51, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.3518, top1_acc: 0.4781, top5_acc: 0.7047, loss_cls: 2.3466, loss: 3.6985, grad_norm: 6.2056 2021-07-04 03:08:04,364 - mmaction - INFO - Epoch [26][120/3757] lr: 1.000e-02, eta: 5 days, 20:20:26, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 1.4091, top1_acc: 0.4570, top5_acc: 0.6984, loss_cls: 2.4188, loss: 3.8279, grad_norm: 6.6282 2021-07-04 03:08:25,948 - mmaction - INFO - Epoch [26][140/3757] lr: 1.000e-02, eta: 5 days, 20:20:05, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3027, top1_acc: 0.4914, top5_acc: 0.7086, loss_cls: 2.2815, loss: 3.5842, grad_norm: 6.2968 2021-07-04 03:08:46,968 - mmaction - INFO - Epoch [26][160/3757] lr: 1.000e-02, eta: 5 days, 20:19:41, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2936, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.2309, loss: 3.5245, grad_norm: 6.1748 2021-07-04 03:09:07,773 - mmaction - INFO - Epoch [26][180/3757] lr: 1.000e-02, eta: 5 days, 20:19:16, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.3692, top1_acc: 0.4641, top5_acc: 0.7000, loss_cls: 2.3551, loss: 3.7243, grad_norm: 6.4575 2021-07-04 03:09:29,250 - mmaction - INFO - Epoch [26][200/3757] lr: 1.000e-02, eta: 5 days, 20:18:55, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.3802, top1_acc: 0.4328, top5_acc: 0.6977, loss_cls: 2.4413, loss: 3.8215, grad_norm: 6.5163 2021-07-04 03:09:50,446 - mmaction - INFO - Epoch [26][220/3757] lr: 1.000e-02, eta: 5 days, 20:18:31, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3397, top1_acc: 0.4539, top5_acc: 0.7133, loss_cls: 2.3349, loss: 3.6746, grad_norm: 6.3272 2021-07-04 03:10:11,528 - mmaction - INFO - Epoch [26][240/3757] lr: 1.000e-02, eta: 5 days, 20:18:08, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3680, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3336, loss: 3.7016, grad_norm: 6.4512 2021-07-04 03:10:32,513 - mmaction - INFO - Epoch [26][260/3757] lr: 1.000e-02, eta: 5 days, 20:17:44, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3355, top1_acc: 0.4562, top5_acc: 0.7211, loss_cls: 2.3307, loss: 3.6661, grad_norm: 6.6318 2021-07-04 03:10:55,367 - mmaction - INFO - Epoch [26][280/3757] lr: 1.000e-02, eta: 5 days, 20:17:29, time: 1.143, data_time: 0.002, memory: 6921, loss_aux: 1.3462, top1_acc: 0.4773, top5_acc: 0.7109, loss_cls: 2.3004, loss: 3.6467, grad_norm: 6.5489 2021-07-04 03:11:16,160 - mmaction - INFO - Epoch [26][300/3757] lr: 1.000e-02, eta: 5 days, 20:17:03, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 1.3480, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.2912, loss: 3.6392, grad_norm: 6.5343 2021-07-04 03:11:37,213 - mmaction - INFO - Epoch [26][320/3757] lr: 1.000e-02, eta: 5 days, 20:16:39, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3946, top1_acc: 0.4531, top5_acc: 0.7039, loss_cls: 2.4133, loss: 3.8079, grad_norm: 6.6683 2021-07-04 03:11:58,470 - mmaction - INFO - Epoch [26][340/3757] lr: 1.000e-02, eta: 5 days, 20:16:17, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3693, top1_acc: 0.4852, top5_acc: 0.7102, loss_cls: 2.3116, loss: 3.6809, grad_norm: 6.5120 2021-07-04 03:12:19,679 - mmaction - INFO - Epoch [26][360/3757] lr: 1.000e-02, eta: 5 days, 20:15:54, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3601, top1_acc: 0.4711, top5_acc: 0.6914, loss_cls: 2.3417, loss: 3.7018, grad_norm: 6.5337 2021-07-04 03:12:40,984 - mmaction - INFO - Epoch [26][380/3757] lr: 1.000e-02, eta: 5 days, 20:15:31, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3465, top1_acc: 0.4633, top5_acc: 0.7055, loss_cls: 2.3289, loss: 3.6754, grad_norm: 6.4167 2021-07-04 03:13:02,312 - mmaction - INFO - Epoch [26][400/3757] lr: 1.000e-02, eta: 5 days, 20:15:08, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.4052, top1_acc: 0.4602, top5_acc: 0.6898, loss_cls: 2.4520, loss: 3.8573, grad_norm: 6.6021 2021-07-04 03:13:23,315 - mmaction - INFO - Epoch [26][420/3757] lr: 1.000e-02, eta: 5 days, 20:14:44, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3558, top1_acc: 0.4680, top5_acc: 0.7172, loss_cls: 2.3368, loss: 3.6926, grad_norm: 6.4670 2021-07-04 03:13:44,755 - mmaction - INFO - Epoch [26][440/3757] lr: 1.000e-02, eta: 5 days, 20:14:23, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.3453, top1_acc: 0.4820, top5_acc: 0.7047, loss_cls: 2.3251, loss: 3.6704, grad_norm: 6.4334 2021-07-04 03:14:05,829 - mmaction - INFO - Epoch [26][460/3757] lr: 1.000e-02, eta: 5 days, 20:13:59, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3554, top1_acc: 0.4836, top5_acc: 0.6992, loss_cls: 2.3470, loss: 3.7024, grad_norm: 6.3772 2021-07-04 03:14:27,584 - mmaction - INFO - Epoch [26][480/3757] lr: 1.000e-02, eta: 5 days, 20:13:38, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.3425, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.3117, loss: 3.6542, grad_norm: 6.3338 2021-07-04 03:14:48,737 - mmaction - INFO - Epoch [26][500/3757] lr: 1.000e-02, eta: 5 days, 20:13:15, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3619, top1_acc: 0.4773, top5_acc: 0.7000, loss_cls: 2.3798, loss: 3.7418, grad_norm: 6.4910 2021-07-04 03:15:10,769 - mmaction - INFO - Epoch [26][520/3757] lr: 1.000e-02, eta: 5 days, 20:12:56, time: 1.102, data_time: 0.066, memory: 6921, loss_aux: 1.3692, top1_acc: 0.4727, top5_acc: 0.7133, loss_cls: 2.3852, loss: 3.7544, grad_norm: 6.5024 2021-07-04 03:15:31,768 - mmaction - INFO - Epoch [26][540/3757] lr: 1.000e-02, eta: 5 days, 20:12:32, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3687, top1_acc: 0.4734, top5_acc: 0.7008, loss_cls: 2.3990, loss: 3.7678, grad_norm: 6.3687 2021-07-04 03:15:52,842 - mmaction - INFO - Epoch [26][560/3757] lr: 1.000e-02, eta: 5 days, 20:12:08, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3751, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.3112, loss: 3.6864, grad_norm: 6.6097 2021-07-04 03:16:14,471 - mmaction - INFO - Epoch [26][580/3757] lr: 1.000e-02, eta: 5 days, 20:11:47, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.3326, top1_acc: 0.4844, top5_acc: 0.7133, loss_cls: 2.2931, loss: 3.6257, grad_norm: 6.4011 2021-07-04 03:16:35,709 - mmaction - INFO - Epoch [26][600/3757] lr: 1.000e-02, eta: 5 days, 20:11:24, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.3190, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2457, loss: 3.5648, grad_norm: 6.4229 2021-07-04 03:16:57,795 - mmaction - INFO - Epoch [26][620/3757] lr: 1.000e-02, eta: 5 days, 20:11:06, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.3431, top1_acc: 0.4648, top5_acc: 0.7156, loss_cls: 2.3161, loss: 3.6592, grad_norm: 6.7176 2021-07-04 03:17:18,920 - mmaction - INFO - Epoch [26][640/3757] lr: 1.000e-02, eta: 5 days, 20:10:42, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.3706, top1_acc: 0.4469, top5_acc: 0.6953, loss_cls: 2.4081, loss: 3.7787, grad_norm: 6.3887 2021-07-04 03:17:39,910 - mmaction - INFO - Epoch [26][660/3757] lr: 1.000e-02, eta: 5 days, 20:10:18, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3516, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.3378, loss: 3.6894, grad_norm: 6.3136 2021-07-04 03:18:01,744 - mmaction - INFO - Epoch [26][680/3757] lr: 1.000e-02, eta: 5 days, 20:09:58, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.3217, top1_acc: 0.4867, top5_acc: 0.7195, loss_cls: 2.2505, loss: 3.5721, grad_norm: 6.4048 2021-07-04 03:18:22,873 - mmaction - INFO - Epoch [26][700/3757] lr: 1.000e-02, eta: 5 days, 20:09:34, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3665, top1_acc: 0.4727, top5_acc: 0.6922, loss_cls: 2.3458, loss: 3.7124, grad_norm: 6.5606 2021-07-04 03:18:44,073 - mmaction - INFO - Epoch [26][720/3757] lr: 1.000e-02, eta: 5 days, 20:09:11, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2990, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2463, loss: 3.5453, grad_norm: 6.3028 2021-07-04 03:19:05,159 - mmaction - INFO - Epoch [26][740/3757] lr: 1.000e-02, eta: 5 days, 20:08:48, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3118, top1_acc: 0.4953, top5_acc: 0.7266, loss_cls: 2.2412, loss: 3.5530, grad_norm: 6.4417 2021-07-04 03:19:26,189 - mmaction - INFO - Epoch [26][760/3757] lr: 1.000e-02, eta: 5 days, 20:08:24, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3224, top1_acc: 0.4867, top5_acc: 0.7094, loss_cls: 2.3110, loss: 3.6334, grad_norm: 6.3904 2021-07-04 03:19:47,206 - mmaction - INFO - Epoch [26][780/3757] lr: 1.000e-02, eta: 5 days, 20:08:00, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.3737, top1_acc: 0.4625, top5_acc: 0.6898, loss_cls: 2.3931, loss: 3.7669, grad_norm: 6.4100 2021-07-04 03:20:08,612 - mmaction - INFO - Epoch [26][800/3757] lr: 1.000e-02, eta: 5 days, 20:07:38, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3567, top1_acc: 0.4609, top5_acc: 0.7078, loss_cls: 2.3311, loss: 3.6878, grad_norm: 6.4018 2021-07-04 03:20:30,403 - mmaction - INFO - Epoch [26][820/3757] lr: 1.000e-02, eta: 5 days, 20:07:17, time: 1.091, data_time: 0.006, memory: 6921, loss_aux: 1.3521, top1_acc: 0.4859, top5_acc: 0.7031, loss_cls: 2.3158, loss: 3.6678, grad_norm: 6.3886 2021-07-04 03:20:51,485 - mmaction - INFO - Epoch [26][840/3757] lr: 1.000e-02, eta: 5 days, 20:06:54, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3748, top1_acc: 0.4727, top5_acc: 0.7133, loss_cls: 2.3792, loss: 3.7540, grad_norm: 6.5269 2021-07-04 03:21:13,011 - mmaction - INFO - Epoch [26][860/3757] lr: 1.000e-02, eta: 5 days, 20:06:32, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3602, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.3113, loss: 3.6715, grad_norm: 6.2742 2021-07-04 03:21:34,072 - mmaction - INFO - Epoch [26][880/3757] lr: 1.000e-02, eta: 5 days, 20:06:08, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3545, top1_acc: 0.4742, top5_acc: 0.7047, loss_cls: 2.3725, loss: 3.7270, grad_norm: 6.5262 2021-07-04 03:21:55,632 - mmaction - INFO - Epoch [26][900/3757] lr: 1.000e-02, eta: 5 days, 20:05:47, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.3877, top1_acc: 0.4648, top5_acc: 0.6945, loss_cls: 2.4309, loss: 3.8186, grad_norm: 6.5497 2021-07-04 03:22:17,456 - mmaction - INFO - Epoch [26][920/3757] lr: 1.000e-02, eta: 5 days, 20:05:27, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.3132, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.2598, loss: 3.5729, grad_norm: 6.3238 2021-07-04 03:22:38,592 - mmaction - INFO - Epoch [26][940/3757] lr: 1.000e-02, eta: 5 days, 20:05:04, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3662, top1_acc: 0.4484, top5_acc: 0.6922, loss_cls: 2.3948, loss: 3.7611, grad_norm: 6.4870 2021-07-04 03:22:59,860 - mmaction - INFO - Epoch [26][960/3757] lr: 1.000e-02, eta: 5 days, 20:04:41, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3252, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.2889, loss: 3.6141, grad_norm: 6.3228 2021-07-04 03:23:20,854 - mmaction - INFO - Epoch [26][980/3757] lr: 1.000e-02, eta: 5 days, 20:04:17, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3408, top1_acc: 0.4594, top5_acc: 0.7039, loss_cls: 2.3702, loss: 3.7110, grad_norm: 6.6269 2021-07-04 03:23:42,097 - mmaction - INFO - Epoch [26][1000/3757] lr: 1.000e-02, eta: 5 days, 20:03:54, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3588, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3494, loss: 3.7082, grad_norm: 6.3390 2021-07-04 03:24:03,710 - mmaction - INFO - Epoch [26][1020/3757] lr: 1.000e-02, eta: 5 days, 20:03:33, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.3443, top1_acc: 0.4813, top5_acc: 0.7109, loss_cls: 2.3116, loss: 3.6558, grad_norm: 6.4856 2021-07-04 03:24:24,761 - mmaction - INFO - Epoch [26][1040/3757] lr: 1.000e-02, eta: 5 days, 20:03:09, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3621, top1_acc: 0.4609, top5_acc: 0.6711, loss_cls: 2.3894, loss: 3.7515, grad_norm: 6.5348 2021-07-04 03:24:45,905 - mmaction - INFO - Epoch [26][1060/3757] lr: 1.000e-02, eta: 5 days, 20:02:46, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3679, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.3598, loss: 3.7277, grad_norm: 6.5518 2021-07-04 03:25:07,196 - mmaction - INFO - Epoch [26][1080/3757] lr: 1.000e-02, eta: 5 days, 20:02:23, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3278, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.2808, loss: 3.6086, grad_norm: 6.4877 2021-07-04 03:25:28,555 - mmaction - INFO - Epoch [26][1100/3757] lr: 1.000e-02, eta: 5 days, 20:02:01, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3846, top1_acc: 0.4555, top5_acc: 0.6945, loss_cls: 2.3765, loss: 3.7610, grad_norm: 6.4621 2021-07-04 03:25:49,826 - mmaction - INFO - Epoch [26][1120/3757] lr: 1.000e-02, eta: 5 days, 20:01:38, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3382, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.3175, loss: 3.6557, grad_norm: 6.3495 2021-07-04 03:26:10,767 - mmaction - INFO - Epoch [26][1140/3757] lr: 1.000e-02, eta: 5 days, 20:01:14, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3377, top1_acc: 0.4688, top5_acc: 0.6992, loss_cls: 2.3318, loss: 3.6695, grad_norm: 6.4106 2021-07-04 03:26:31,899 - mmaction - INFO - Epoch [26][1160/3757] lr: 1.000e-02, eta: 5 days, 20:00:50, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3752, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3965, loss: 3.7718, grad_norm: 6.6448 2021-07-04 03:26:53,298 - mmaction - INFO - Epoch [26][1180/3757] lr: 1.000e-02, eta: 5 days, 20:00:28, time: 1.068, data_time: 0.018, memory: 6921, loss_aux: 1.3553, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.3106, loss: 3.6659, grad_norm: 6.4010 2021-07-04 03:27:14,521 - mmaction - INFO - Epoch [26][1200/3757] lr: 1.000e-02, eta: 5 days, 20:00:05, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3475, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3344, loss: 3.6819, grad_norm: 6.4995 2021-07-04 03:27:35,777 - mmaction - INFO - Epoch [26][1220/3757] lr: 1.000e-02, eta: 5 days, 19:59:42, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3922, top1_acc: 0.4477, top5_acc: 0.6695, loss_cls: 2.4289, loss: 3.8212, grad_norm: 6.5202 2021-07-04 03:27:57,662 - mmaction - INFO - Epoch [26][1240/3757] lr: 1.000e-02, eta: 5 days, 19:59:23, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.3337, top1_acc: 0.4867, top5_acc: 0.7094, loss_cls: 2.2830, loss: 3.6167, grad_norm: 6.3840 2021-07-04 03:28:18,793 - mmaction - INFO - Epoch [26][1260/3757] lr: 1.000e-02, eta: 5 days, 19:58:59, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3438, top1_acc: 0.4734, top5_acc: 0.6977, loss_cls: 2.3430, loss: 3.6868, grad_norm: 6.3256 2021-07-04 03:28:39,984 - mmaction - INFO - Epoch [26][1280/3757] lr: 1.000e-02, eta: 5 days, 19:58:36, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3180, top1_acc: 0.4836, top5_acc: 0.7250, loss_cls: 2.2535, loss: 3.5715, grad_norm: 6.3261 2021-07-04 03:29:01,029 - mmaction - INFO - Epoch [26][1300/3757] lr: 1.000e-02, eta: 5 days, 19:58:12, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3562, top1_acc: 0.4633, top5_acc: 0.7070, loss_cls: 2.3442, loss: 3.7003, grad_norm: 6.5037 2021-07-04 03:29:22,059 - mmaction - INFO - Epoch [26][1320/3757] lr: 1.000e-02, eta: 5 days, 19:57:48, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3402, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.3120, loss: 3.6521, grad_norm: 6.4848 2021-07-04 03:29:44,224 - mmaction - INFO - Epoch [26][1340/3757] lr: 1.000e-02, eta: 5 days, 19:57:30, time: 1.106, data_time: 0.001, memory: 6921, loss_aux: 1.3247, top1_acc: 0.4852, top5_acc: 0.7102, loss_cls: 2.2821, loss: 3.6068, grad_norm: 6.5046 2021-07-04 03:30:05,662 - mmaction - INFO - Epoch [26][1360/3757] lr: 1.000e-02, eta: 5 days, 19:57:08, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.4296, top1_acc: 0.4383, top5_acc: 0.6977, loss_cls: 2.4491, loss: 3.8786, grad_norm: 6.6487 2021-07-04 03:30:26,890 - mmaction - INFO - Epoch [26][1380/3757] lr: 1.000e-02, eta: 5 days, 19:56:45, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3406, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.3441, loss: 3.6847, grad_norm: 6.3339 2021-07-04 03:30:48,380 - mmaction - INFO - Epoch [26][1400/3757] lr: 1.000e-02, eta: 5 days, 19:56:23, time: 1.075, data_time: 0.007, memory: 6921, loss_aux: 1.3820, top1_acc: 0.4734, top5_acc: 0.6906, loss_cls: 2.3941, loss: 3.7761, grad_norm: 6.4530 2021-07-04 03:31:09,500 - mmaction - INFO - Epoch [26][1420/3757] lr: 1.000e-02, eta: 5 days, 19:56:00, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3765, top1_acc: 0.4602, top5_acc: 0.7023, loss_cls: 2.3875, loss: 3.7641, grad_norm: 6.5340 2021-07-04 03:31:30,657 - mmaction - INFO - Epoch [26][1440/3757] lr: 1.000e-02, eta: 5 days, 19:55:37, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.3665, top1_acc: 0.4500, top5_acc: 0.7047, loss_cls: 2.3594, loss: 3.7260, grad_norm: 6.4735 2021-07-04 03:31:51,793 - mmaction - INFO - Epoch [26][1460/3757] lr: 1.000e-02, eta: 5 days, 19:55:13, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3290, top1_acc: 0.4875, top5_acc: 0.7164, loss_cls: 2.2796, loss: 3.6086, grad_norm: 6.2722 2021-07-04 03:32:12,902 - mmaction - INFO - Epoch [26][1480/3757] lr: 1.000e-02, eta: 5 days, 19:54:50, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3333, top1_acc: 0.4867, top5_acc: 0.6922, loss_cls: 2.2971, loss: 3.6304, grad_norm: 6.3613 2021-07-04 03:32:33,995 - mmaction - INFO - Epoch [26][1500/3757] lr: 1.000e-02, eta: 5 days, 19:54:26, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3495, top1_acc: 0.4516, top5_acc: 0.6977, loss_cls: 2.4029, loss: 3.7524, grad_norm: 6.4887 2021-07-04 03:32:55,900 - mmaction - INFO - Epoch [26][1520/3757] lr: 1.000e-02, eta: 5 days, 19:54:06, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.3265, top1_acc: 0.4695, top5_acc: 0.7172, loss_cls: 2.3405, loss: 3.6671, grad_norm: 6.4463 2021-07-04 03:33:16,902 - mmaction - INFO - Epoch [26][1540/3757] lr: 1.000e-02, eta: 5 days, 19:53:42, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3560, top1_acc: 0.4609, top5_acc: 0.6961, loss_cls: 2.3464, loss: 3.7024, grad_norm: 6.7115 2021-07-04 03:33:38,024 - mmaction - INFO - Epoch [26][1560/3757] lr: 1.000e-02, eta: 5 days, 19:53:19, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4024, top1_acc: 0.4469, top5_acc: 0.6953, loss_cls: 2.4378, loss: 3.8402, grad_norm: 6.6677 2021-07-04 03:33:59,171 - mmaction - INFO - Epoch [26][1580/3757] lr: 1.000e-02, eta: 5 days, 19:52:55, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.4087, top1_acc: 0.4531, top5_acc: 0.6805, loss_cls: 2.4522, loss: 3.8609, grad_norm: 6.4975 2021-07-04 03:34:20,400 - mmaction - INFO - Epoch [26][1600/3757] lr: 1.000e-02, eta: 5 days, 19:52:32, time: 1.062, data_time: 0.009, memory: 6921, loss_aux: 1.3310, top1_acc: 0.4664, top5_acc: 0.7227, loss_cls: 2.3310, loss: 3.6620, grad_norm: 6.4680 2021-07-04 03:34:41,553 - mmaction - INFO - Epoch [26][1620/3757] lr: 1.000e-02, eta: 5 days, 19:52:09, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3685, top1_acc: 0.4844, top5_acc: 0.7000, loss_cls: 2.3585, loss: 3.7270, grad_norm: 6.5186 2021-07-04 03:35:02,634 - mmaction - INFO - Epoch [26][1640/3757] lr: 1.000e-02, eta: 5 days, 19:51:46, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3373, top1_acc: 0.4797, top5_acc: 0.7078, loss_cls: 2.3228, loss: 3.6600, grad_norm: 6.3989 2021-07-04 03:35:24,050 - mmaction - INFO - Epoch [26][1660/3757] lr: 1.000e-02, eta: 5 days, 19:51:24, time: 1.072, data_time: 0.013, memory: 6921, loss_aux: 1.3201, top1_acc: 0.4797, top5_acc: 0.6937, loss_cls: 2.3379, loss: 3.6581, grad_norm: 6.4272 2021-07-04 03:35:45,506 - mmaction - INFO - Epoch [26][1680/3757] lr: 1.000e-02, eta: 5 days, 19:51:02, time: 1.074, data_time: 0.031, memory: 6921, loss_aux: 1.3930, top1_acc: 0.4539, top5_acc: 0.6719, loss_cls: 2.4260, loss: 3.8190, grad_norm: 6.4010 2021-07-04 03:36:06,674 - mmaction - INFO - Epoch [26][1700/3757] lr: 1.000e-02, eta: 5 days, 19:50:38, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3518, top1_acc: 0.4648, top5_acc: 0.7094, loss_cls: 2.3232, loss: 3.6750, grad_norm: 6.4402 2021-07-04 03:36:28,005 - mmaction - INFO - Epoch [26][1720/3757] lr: 1.000e-02, eta: 5 days, 19:50:16, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3814, top1_acc: 0.4555, top5_acc: 0.6867, loss_cls: 2.4360, loss: 3.8173, grad_norm: 6.5553 2021-07-04 03:36:49,164 - mmaction - INFO - Epoch [26][1740/3757] lr: 1.000e-02, eta: 5 days, 19:49:53, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3086, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2011, loss: 3.5097, grad_norm: 6.3389 2021-07-04 03:37:10,263 - mmaction - INFO - Epoch [26][1760/3757] lr: 1.000e-02, eta: 5 days, 19:49:29, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3277, top1_acc: 0.4883, top5_acc: 0.7391, loss_cls: 2.2692, loss: 3.5969, grad_norm: 6.5599 2021-07-04 03:37:31,294 - mmaction - INFO - Epoch [26][1780/3757] lr: 1.000e-02, eta: 5 days, 19:49:05, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3661, top1_acc: 0.4633, top5_acc: 0.6969, loss_cls: 2.3985, loss: 3.7646, grad_norm: 6.6772 2021-07-04 03:37:52,905 - mmaction - INFO - Epoch [26][1800/3757] lr: 1.000e-02, eta: 5 days, 19:48:44, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3443, top1_acc: 0.4750, top5_acc: 0.7023, loss_cls: 2.3218, loss: 3.6660, grad_norm: 6.5557 2021-07-04 03:38:14,387 - mmaction - INFO - Epoch [26][1820/3757] lr: 1.000e-02, eta: 5 days, 19:48:23, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3413, top1_acc: 0.4773, top5_acc: 0.7023, loss_cls: 2.3146, loss: 3.6559, grad_norm: 6.5266 2021-07-04 03:38:35,496 - mmaction - INFO - Epoch [26][1840/3757] lr: 1.000e-02, eta: 5 days, 19:47:59, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3649, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3570, loss: 3.7218, grad_norm: 6.7278 2021-07-04 03:38:57,126 - mmaction - INFO - Epoch [26][1860/3757] lr: 1.000e-02, eta: 5 days, 19:47:38, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3577, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3278, loss: 3.6855, grad_norm: 6.5530 2021-07-04 03:39:17,941 - mmaction - INFO - Epoch [26][1880/3757] lr: 1.000e-02, eta: 5 days, 19:47:13, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.3484, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3649, loss: 3.7133, grad_norm: 6.7296 2021-07-04 03:39:39,190 - mmaction - INFO - Epoch [26][1900/3757] lr: 1.000e-02, eta: 5 days, 19:46:50, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3516, top1_acc: 0.4828, top5_acc: 0.7031, loss_cls: 2.3297, loss: 3.6813, grad_norm: 6.4934 2021-07-04 03:40:01,569 - mmaction - INFO - Epoch [26][1920/3757] lr: 1.000e-02, eta: 5 days, 19:46:33, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 1.3520, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.3020, loss: 3.6540, grad_norm: 6.5118 2021-07-04 03:40:22,627 - mmaction - INFO - Epoch [26][1940/3757] lr: 1.000e-02, eta: 5 days, 19:46:09, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3543, top1_acc: 0.4836, top5_acc: 0.7211, loss_cls: 2.3161, loss: 3.6704, grad_norm: 6.4907 2021-07-04 03:40:44,002 - mmaction - INFO - Epoch [26][1960/3757] lr: 1.000e-02, eta: 5 days, 19:45:47, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3277, top1_acc: 0.4852, top5_acc: 0.7133, loss_cls: 2.3075, loss: 3.6352, grad_norm: 6.2341 2021-07-04 03:41:05,007 - mmaction - INFO - Epoch [26][1980/3757] lr: 1.000e-02, eta: 5 days, 19:45:23, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3515, top1_acc: 0.4711, top5_acc: 0.7008, loss_cls: 2.3535, loss: 3.7050, grad_norm: 6.4177 2021-07-04 03:41:27,092 - mmaction - INFO - Epoch [26][2000/3757] lr: 1.000e-02, eta: 5 days, 19:45:04, time: 1.104, data_time: 0.001, memory: 6921, loss_aux: 1.3582, top1_acc: 0.4586, top5_acc: 0.7047, loss_cls: 2.3720, loss: 3.7303, grad_norm: 6.4711 2021-07-04 03:41:48,331 - mmaction - INFO - Epoch [26][2020/3757] lr: 1.000e-02, eta: 5 days, 19:44:41, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3183, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.2833, loss: 3.6017, grad_norm: 6.3357 2021-07-04 03:42:09,606 - mmaction - INFO - Epoch [26][2040/3757] lr: 1.000e-02, eta: 5 days, 19:44:19, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3249, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3059, loss: 3.6308, grad_norm: 6.4473 2021-07-04 03:42:30,794 - mmaction - INFO - Epoch [26][2060/3757] lr: 1.000e-02, eta: 5 days, 19:43:56, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3436, top1_acc: 0.4680, top5_acc: 0.7023, loss_cls: 2.3842, loss: 3.7278, grad_norm: 6.4707 2021-07-04 03:42:51,879 - mmaction - INFO - Epoch [26][2080/3757] lr: 1.000e-02, eta: 5 days, 19:43:32, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3635, top1_acc: 0.4578, top5_acc: 0.6922, loss_cls: 2.3979, loss: 3.7614, grad_norm: 6.4699 2021-07-04 03:43:13,007 - mmaction - INFO - Epoch [26][2100/3757] lr: 1.000e-02, eta: 5 days, 19:43:08, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3797, top1_acc: 0.4742, top5_acc: 0.6984, loss_cls: 2.3935, loss: 3.7732, grad_norm: 6.3542 2021-07-04 03:43:34,085 - mmaction - INFO - Epoch [26][2120/3757] lr: 1.000e-02, eta: 5 days, 19:42:45, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3139, top1_acc: 0.4727, top5_acc: 0.7234, loss_cls: 2.2594, loss: 3.5732, grad_norm: 6.4063 2021-07-04 03:43:56,177 - mmaction - INFO - Epoch [26][2140/3757] lr: 1.000e-02, eta: 5 days, 19:42:26, time: 1.103, data_time: 0.001, memory: 6921, loss_aux: 1.3057, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.2317, loss: 3.5374, grad_norm: 6.3939 2021-07-04 03:44:17,326 - mmaction - INFO - Epoch [26][2160/3757] lr: 1.000e-02, eta: 5 days, 19:42:03, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3336, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.3658, loss: 3.6994, grad_norm: 6.5746 2021-07-04 03:44:39,055 - mmaction - INFO - Epoch [26][2180/3757] lr: 1.000e-02, eta: 5 days, 19:41:43, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.3320, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3109, loss: 3.6429, grad_norm: 6.4905 2021-07-04 03:45:00,289 - mmaction - INFO - Epoch [26][2200/3757] lr: 1.000e-02, eta: 5 days, 19:41:19, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3606, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.3624, loss: 3.7229, grad_norm: 6.6142 2021-07-04 03:45:21,831 - mmaction - INFO - Epoch [26][2220/3757] lr: 1.000e-02, eta: 5 days, 19:40:58, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.3365, top1_acc: 0.4906, top5_acc: 0.7055, loss_cls: 2.3125, loss: 3.6490, grad_norm: 6.3371 2021-07-04 03:45:42,978 - mmaction - INFO - Epoch [26][2240/3757] lr: 1.000e-02, eta: 5 days, 19:40:35, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3117, top1_acc: 0.4922, top5_acc: 0.7156, loss_cls: 2.2841, loss: 3.5958, grad_norm: 6.5406 2021-07-04 03:46:04,013 - mmaction - INFO - Epoch [26][2260/3757] lr: 1.000e-02, eta: 5 days, 19:40:11, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3821, top1_acc: 0.4617, top5_acc: 0.7141, loss_cls: 2.3961, loss: 3.7782, grad_norm: 6.7354 2021-07-04 03:46:25,874 - mmaction - INFO - Epoch [26][2280/3757] lr: 1.000e-02, eta: 5 days, 19:39:51, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.3605, top1_acc: 0.4594, top5_acc: 0.7078, loss_cls: 2.3513, loss: 3.7119, grad_norm: 6.5271 2021-07-04 03:46:47,152 - mmaction - INFO - Epoch [26][2300/3757] lr: 1.000e-02, eta: 5 days, 19:39:28, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.4180, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.4959, loss: 3.9139, grad_norm: 6.6420 2021-07-04 03:47:08,254 - mmaction - INFO - Epoch [26][2320/3757] lr: 1.000e-02, eta: 5 days, 19:39:05, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3061, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.2753, loss: 3.5814, grad_norm: 6.2422 2021-07-04 03:47:29,382 - mmaction - INFO - Epoch [26][2340/3757] lr: 1.000e-02, eta: 5 days, 19:38:42, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3444, top1_acc: 0.4703, top5_acc: 0.7117, loss_cls: 2.3404, loss: 3.6848, grad_norm: 6.4360 2021-07-04 03:47:50,513 - mmaction - INFO - Epoch [26][2360/3757] lr: 1.000e-02, eta: 5 days, 19:38:18, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3273, top1_acc: 0.4594, top5_acc: 0.7109, loss_cls: 2.3114, loss: 3.6387, grad_norm: 6.3684 2021-07-04 03:48:12,314 - mmaction - INFO - Epoch [26][2380/3757] lr: 1.000e-02, eta: 5 days, 19:37:58, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.3318, top1_acc: 0.4555, top5_acc: 0.7031, loss_cls: 2.3782, loss: 3.7100, grad_norm: 6.5137 2021-07-04 03:48:33,727 - mmaction - INFO - Epoch [26][2400/3757] lr: 1.000e-02, eta: 5 days, 19:37:36, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3503, top1_acc: 0.4750, top5_acc: 0.6984, loss_cls: 2.3556, loss: 3.7060, grad_norm: 6.3338 2021-07-04 03:48:55,671 - mmaction - INFO - Epoch [26][2420/3757] lr: 1.000e-02, eta: 5 days, 19:37:16, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.3675, top1_acc: 0.4672, top5_acc: 0.6969, loss_cls: 2.3610, loss: 3.7284, grad_norm: 6.3878 2021-07-04 03:49:17,457 - mmaction - INFO - Epoch [26][2440/3757] lr: 1.000e-02, eta: 5 days, 19:36:56, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.3281, top1_acc: 0.4883, top5_acc: 0.7172, loss_cls: 2.2971, loss: 3.6252, grad_norm: 6.4216 2021-07-04 03:49:38,283 - mmaction - INFO - Epoch [26][2460/3757] lr: 1.000e-02, eta: 5 days, 19:36:31, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.3737, top1_acc: 0.4664, top5_acc: 0.7039, loss_cls: 2.3796, loss: 3.7532, grad_norm: 6.5301 2021-07-04 03:49:59,487 - mmaction - INFO - Epoch [26][2480/3757] lr: 1.000e-02, eta: 5 days, 19:36:08, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3848, top1_acc: 0.4758, top5_acc: 0.6914, loss_cls: 2.3555, loss: 3.7403, grad_norm: 6.4051 2021-07-04 03:50:20,922 - mmaction - INFO - Epoch [26][2500/3757] lr: 1.000e-02, eta: 5 days, 19:35:46, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.3449, top1_acc: 0.4625, top5_acc: 0.7023, loss_cls: 2.3381, loss: 3.6829, grad_norm: 6.5355 2021-07-04 03:50:41,903 - mmaction - INFO - Epoch [26][2520/3757] lr: 1.000e-02, eta: 5 days, 19:35:22, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3381, top1_acc: 0.4688, top5_acc: 0.7070, loss_cls: 2.3858, loss: 3.7240, grad_norm: 6.4595 2021-07-04 03:51:03,067 - mmaction - INFO - Epoch [26][2540/3757] lr: 1.000e-02, eta: 5 days, 19:34:59, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3850, top1_acc: 0.4539, top5_acc: 0.6961, loss_cls: 2.4170, loss: 3.8020, grad_norm: 6.5590 2021-07-04 03:51:24,207 - mmaction - INFO - Epoch [26][2560/3757] lr: 1.000e-02, eta: 5 days, 19:34:36, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3766, top1_acc: 0.4508, top5_acc: 0.6883, loss_cls: 2.4149, loss: 3.7915, grad_norm: 6.4770 2021-07-04 03:51:45,416 - mmaction - INFO - Epoch [26][2580/3757] lr: 1.000e-02, eta: 5 days, 19:34:13, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3493, top1_acc: 0.4727, top5_acc: 0.7258, loss_cls: 2.3163, loss: 3.6656, grad_norm: 6.6269 2021-07-04 03:52:07,207 - mmaction - INFO - Epoch [26][2600/3757] lr: 1.000e-02, eta: 5 days, 19:33:53, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.3246, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2822, loss: 3.6068, grad_norm: 6.3287 2021-07-04 03:52:29,028 - mmaction - INFO - Epoch [26][2620/3757] lr: 1.000e-02, eta: 5 days, 19:33:32, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.3881, top1_acc: 0.4437, top5_acc: 0.6891, loss_cls: 2.4052, loss: 3.7934, grad_norm: 6.4946 2021-07-04 03:52:50,078 - mmaction - INFO - Epoch [26][2640/3757] lr: 1.000e-02, eta: 5 days, 19:33:09, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3342, top1_acc: 0.4758, top5_acc: 0.6992, loss_cls: 2.3311, loss: 3.6652, grad_norm: 6.1117 2021-07-04 03:53:10,995 - mmaction - INFO - Epoch [26][2660/3757] lr: 1.000e-02, eta: 5 days, 19:32:44, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.3552, top1_acc: 0.4773, top5_acc: 0.7164, loss_cls: 2.3526, loss: 3.7077, grad_norm: 6.4124 2021-07-04 03:53:32,793 - mmaction - INFO - Epoch [26][2680/3757] lr: 1.000e-02, eta: 5 days, 19:32:24, time: 1.088, data_time: 0.001, memory: 6921, loss_aux: 1.3545, top1_acc: 0.4750, top5_acc: 0.7086, loss_cls: 2.3440, loss: 3.6986, grad_norm: 6.2269 2021-07-04 03:53:54,403 - mmaction - INFO - Epoch [26][2700/3757] lr: 1.000e-02, eta: 5 days, 19:32:03, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.3134, top1_acc: 0.4820, top5_acc: 0.7102, loss_cls: 2.2514, loss: 3.5648, grad_norm: 6.3375 2021-07-04 03:54:15,304 - mmaction - INFO - Epoch [26][2720/3757] lr: 1.000e-02, eta: 5 days, 19:31:39, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3354, top1_acc: 0.4914, top5_acc: 0.7227, loss_cls: 2.2942, loss: 3.6296, grad_norm: 6.3332 2021-07-04 03:54:37,105 - mmaction - INFO - Epoch [26][2740/3757] lr: 1.000e-02, eta: 5 days, 19:31:18, time: 1.088, data_time: 0.001, memory: 6921, loss_aux: 1.3300, top1_acc: 0.4547, top5_acc: 0.7195, loss_cls: 2.3516, loss: 3.6816, grad_norm: 6.5598 2021-07-04 03:54:58,050 - mmaction - INFO - Epoch [26][2760/3757] lr: 1.000e-02, eta: 5 days, 19:30:54, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3402, top1_acc: 0.4773, top5_acc: 0.7102, loss_cls: 2.3316, loss: 3.6718, grad_norm: 6.2040 2021-07-04 03:55:19,315 - mmaction - INFO - Epoch [26][2780/3757] lr: 1.000e-02, eta: 5 days, 19:30:31, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3104, top1_acc: 0.4867, top5_acc: 0.7148, loss_cls: 2.3037, loss: 3.6142, grad_norm: 6.3101 2021-07-04 03:55:40,799 - mmaction - INFO - Epoch [26][2800/3757] lr: 1.000e-02, eta: 5 days, 19:30:10, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.3905, top1_acc: 0.4352, top5_acc: 0.6875, loss_cls: 2.4479, loss: 3.8384, grad_norm: 6.5472 2021-07-04 03:56:02,208 - mmaction - INFO - Epoch [26][2820/3757] lr: 1.000e-02, eta: 5 days, 19:29:48, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3184, top1_acc: 0.4641, top5_acc: 0.7117, loss_cls: 2.3239, loss: 3.6422, grad_norm: 6.5288 2021-07-04 03:56:23,191 - mmaction - INFO - Epoch [26][2840/3757] lr: 1.000e-02, eta: 5 days, 19:29:24, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3987, top1_acc: 0.4492, top5_acc: 0.6852, loss_cls: 2.4693, loss: 3.8680, grad_norm: 6.4716 2021-07-04 03:56:44,415 - mmaction - INFO - Epoch [26][2860/3757] lr: 1.000e-02, eta: 5 days, 19:29:01, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3276, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.3402, loss: 3.6678, grad_norm: 6.3410 2021-07-04 03:57:05,706 - mmaction - INFO - Epoch [26][2880/3757] lr: 1.000e-02, eta: 5 days, 19:28:38, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.3453, top1_acc: 0.4891, top5_acc: 0.7109, loss_cls: 2.3329, loss: 3.6782, grad_norm: 6.4480 2021-07-04 03:57:27,604 - mmaction - INFO - Epoch [26][2900/3757] lr: 1.000e-02, eta: 5 days, 19:28:18, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.3892, top1_acc: 0.4578, top5_acc: 0.6859, loss_cls: 2.4339, loss: 3.8230, grad_norm: 6.5626 2021-07-04 03:57:48,745 - mmaction - INFO - Epoch [26][2920/3757] lr: 1.000e-02, eta: 5 days, 19:27:55, time: 1.058, data_time: 0.007, memory: 6921, loss_aux: 1.3485, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.3316, loss: 3.6801, grad_norm: 6.3965 2021-07-04 03:58:09,787 - mmaction - INFO - Epoch [26][2940/3757] lr: 1.000e-02, eta: 5 days, 19:27:31, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2859, top1_acc: 0.4727, top5_acc: 0.7203, loss_cls: 2.2463, loss: 3.5322, grad_norm: 6.3837 2021-07-04 03:58:30,896 - mmaction - INFO - Epoch [26][2960/3757] lr: 1.000e-02, eta: 5 days, 19:27:08, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3540, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.3596, loss: 3.7136, grad_norm: 6.4940 2021-07-04 03:58:52,189 - mmaction - INFO - Epoch [26][2980/3757] lr: 1.000e-02, eta: 5 days, 19:26:45, time: 1.063, data_time: 0.021, memory: 6921, loss_aux: 1.3987, top1_acc: 0.4570, top5_acc: 0.7117, loss_cls: 2.3855, loss: 3.7842, grad_norm: 6.4178 2021-07-04 03:59:13,533 - mmaction - INFO - Epoch [26][3000/3757] lr: 1.000e-02, eta: 5 days, 19:26:23, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3387, top1_acc: 0.4727, top5_acc: 0.7055, loss_cls: 2.2957, loss: 3.6344, grad_norm: 6.3645 2021-07-04 03:59:34,752 - mmaction - INFO - Epoch [26][3020/3757] lr: 1.000e-02, eta: 5 days, 19:26:00, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3763, top1_acc: 0.4594, top5_acc: 0.6969, loss_cls: 2.3618, loss: 3.7380, grad_norm: 6.5812 2021-07-04 03:59:55,695 - mmaction - INFO - Epoch [26][3040/3757] lr: 1.000e-02, eta: 5 days, 19:25:36, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3718, top1_acc: 0.4578, top5_acc: 0.6953, loss_cls: 2.3839, loss: 3.7557, grad_norm: 6.2717 2021-07-04 04:00:16,910 - mmaction - INFO - Epoch [26][3060/3757] lr: 1.000e-02, eta: 5 days, 19:25:13, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.3694, top1_acc: 0.4742, top5_acc: 0.7070, loss_cls: 2.3511, loss: 3.7205, grad_norm: 6.4541 2021-07-04 04:00:38,036 - mmaction - INFO - Epoch [26][3080/3757] lr: 1.000e-02, eta: 5 days, 19:24:49, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3533, top1_acc: 0.4805, top5_acc: 0.7000, loss_cls: 2.3286, loss: 3.6819, grad_norm: 6.5092 2021-07-04 04:00:59,106 - mmaction - INFO - Epoch [26][3100/3757] lr: 1.000e-02, eta: 5 days, 19:24:26, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3845, top1_acc: 0.4555, top5_acc: 0.6937, loss_cls: 2.3857, loss: 3.7702, grad_norm: 6.7029 2021-07-04 04:01:20,510 - mmaction - INFO - Epoch [26][3120/3757] lr: 1.000e-02, eta: 5 days, 19:24:04, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 1.3568, top1_acc: 0.4781, top5_acc: 0.7063, loss_cls: 2.3190, loss: 3.6758, grad_norm: 6.3700 2021-07-04 04:01:41,527 - mmaction - INFO - Epoch [26][3140/3757] lr: 1.000e-02, eta: 5 days, 19:23:40, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3319, top1_acc: 0.4719, top5_acc: 0.7195, loss_cls: 2.3033, loss: 3.6353, grad_norm: 6.5231 2021-07-04 04:02:02,671 - mmaction - INFO - Epoch [26][3160/3757] lr: 1.000e-02, eta: 5 days, 19:23:16, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.3767, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.4112, loss: 3.7880, grad_norm: 6.8052 2021-07-04 04:02:24,069 - mmaction - INFO - Epoch [26][3180/3757] lr: 1.000e-02, eta: 5 days, 19:22:54, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3613, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.3509, loss: 3.7122, grad_norm: 6.3193 2021-07-04 04:02:45,068 - mmaction - INFO - Epoch [26][3200/3757] lr: 1.000e-02, eta: 5 days, 19:22:30, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3924, top1_acc: 0.4570, top5_acc: 0.6906, loss_cls: 2.4408, loss: 3.8332, grad_norm: 6.6977 2021-07-04 04:03:06,240 - mmaction - INFO - Epoch [26][3220/3757] lr: 1.000e-02, eta: 5 days, 19:22:07, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3912, top1_acc: 0.4555, top5_acc: 0.6945, loss_cls: 2.4365, loss: 3.8277, grad_norm: 6.4120 2021-07-04 04:03:27,289 - mmaction - INFO - Epoch [26][3240/3757] lr: 1.000e-02, eta: 5 days, 19:21:43, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3756, top1_acc: 0.4453, top5_acc: 0.6820, loss_cls: 2.4559, loss: 3.8315, grad_norm: 6.5603 2021-07-04 04:03:48,350 - mmaction - INFO - Epoch [26][3260/3757] lr: 1.000e-02, eta: 5 days, 19:21:20, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.3988, top1_acc: 0.4586, top5_acc: 0.6875, loss_cls: 2.3948, loss: 3.7936, grad_norm: 6.3450 2021-07-04 04:04:09,509 - mmaction - INFO - Epoch [26][3280/3757] lr: 1.000e-02, eta: 5 days, 19:20:57, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3407, top1_acc: 0.4578, top5_acc: 0.6828, loss_cls: 2.3988, loss: 3.7394, grad_norm: 6.3292 2021-07-04 04:04:31,104 - mmaction - INFO - Epoch [26][3300/3757] lr: 1.000e-02, eta: 5 days, 19:20:35, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.3485, top1_acc: 0.4617, top5_acc: 0.6914, loss_cls: 2.3626, loss: 3.7112, grad_norm: 6.3215 2021-07-04 04:04:53,007 - mmaction - INFO - Epoch [26][3320/3757] lr: 1.000e-02, eta: 5 days, 19:20:16, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.3600, top1_acc: 0.4852, top5_acc: 0.7141, loss_cls: 2.3193, loss: 3.6794, grad_norm: 6.3547 2021-07-04 04:05:13,890 - mmaction - INFO - Epoch [26][3340/3757] lr: 1.000e-02, eta: 5 days, 19:19:51, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3426, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.3255, loss: 3.6682, grad_norm: 6.4353 2021-07-04 04:05:35,088 - mmaction - INFO - Epoch [26][3360/3757] lr: 1.000e-02, eta: 5 days, 19:19:28, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3907, top1_acc: 0.4539, top5_acc: 0.6937, loss_cls: 2.4191, loss: 3.8098, grad_norm: 6.4756 2021-07-04 04:05:56,766 - mmaction - INFO - Epoch [26][3380/3757] lr: 1.000e-02, eta: 5 days, 19:19:07, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 1.3596, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.3951, loss: 3.7547, grad_norm: 6.5367 2021-07-04 04:06:18,003 - mmaction - INFO - Epoch [26][3400/3757] lr: 1.000e-02, eta: 5 days, 19:18:44, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.3993, top1_acc: 0.4703, top5_acc: 0.7125, loss_cls: 2.4338, loss: 3.8332, grad_norm: 6.4380 2021-07-04 04:06:39,072 - mmaction - INFO - Epoch [26][3420/3757] lr: 1.000e-02, eta: 5 days, 19:18:21, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3436, top1_acc: 0.4734, top5_acc: 0.7180, loss_cls: 2.3068, loss: 3.6504, grad_norm: 6.3468 2021-07-04 04:07:00,264 - mmaction - INFO - Epoch [26][3440/3757] lr: 1.000e-02, eta: 5 days, 19:17:58, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.3348, top1_acc: 0.4805, top5_acc: 0.7102, loss_cls: 2.2965, loss: 3.6312, grad_norm: 6.5183 2021-07-04 04:07:22,379 - mmaction - INFO - Epoch [26][3460/3757] lr: 1.000e-02, eta: 5 days, 19:17:39, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.3120, top1_acc: 0.4742, top5_acc: 0.7195, loss_cls: 2.2801, loss: 3.5921, grad_norm: 6.5058 2021-07-04 04:07:43,607 - mmaction - INFO - Epoch [26][3480/3757] lr: 1.000e-02, eta: 5 days, 19:17:16, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3380, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2968, loss: 3.6348, grad_norm: 6.6067 2021-07-04 04:08:04,760 - mmaction - INFO - Epoch [26][3500/3757] lr: 1.000e-02, eta: 5 days, 19:16:53, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3219, top1_acc: 0.4867, top5_acc: 0.7133, loss_cls: 2.2858, loss: 3.6077, grad_norm: 6.4145 2021-07-04 04:08:26,015 - mmaction - INFO - Epoch [26][3520/3757] lr: 1.000e-02, eta: 5 days, 19:16:30, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3328, top1_acc: 0.4789, top5_acc: 0.7188, loss_cls: 2.2977, loss: 3.6305, grad_norm: 6.5776 2021-07-04 04:08:46,970 - mmaction - INFO - Epoch [26][3540/3757] lr: 1.000e-02, eta: 5 days, 19:16:06, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3635, top1_acc: 0.4664, top5_acc: 0.7000, loss_cls: 2.3558, loss: 3.7193, grad_norm: 6.6197 2021-07-04 04:09:08,655 - mmaction - INFO - Epoch [26][3560/3757] lr: 1.000e-02, eta: 5 days, 19:15:45, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.3501, top1_acc: 0.4734, top5_acc: 0.6969, loss_cls: 2.3365, loss: 3.6867, grad_norm: 6.4723 2021-07-04 04:09:29,812 - mmaction - INFO - Epoch [26][3580/3757] lr: 1.000e-02, eta: 5 days, 19:15:22, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3540, top1_acc: 0.4617, top5_acc: 0.7000, loss_cls: 2.3737, loss: 3.7277, grad_norm: 6.5042 2021-07-04 04:09:51,155 - mmaction - INFO - Epoch [26][3600/3757] lr: 1.000e-02, eta: 5 days, 19:15:00, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3607, top1_acc: 0.4672, top5_acc: 0.7133, loss_cls: 2.3191, loss: 3.6799, grad_norm: 6.4505 2021-07-04 04:10:12,299 - mmaction - INFO - Epoch [26][3620/3757] lr: 1.000e-02, eta: 5 days, 19:14:37, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3648, top1_acc: 0.4727, top5_acc: 0.7203, loss_cls: 2.3331, loss: 3.6979, grad_norm: 6.5364 2021-07-04 04:10:33,543 - mmaction - INFO - Epoch [26][3640/3757] lr: 1.000e-02, eta: 5 days, 19:14:14, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3541, top1_acc: 0.4773, top5_acc: 0.7078, loss_cls: 2.3100, loss: 3.6641, grad_norm: 6.5787 2021-07-04 04:10:54,662 - mmaction - INFO - Epoch [26][3660/3757] lr: 1.000e-02, eta: 5 days, 19:13:50, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3521, top1_acc: 0.4711, top5_acc: 0.7063, loss_cls: 2.3634, loss: 3.7155, grad_norm: 6.5118 2021-07-04 04:11:15,900 - mmaction - INFO - Epoch [26][3680/3757] lr: 1.000e-02, eta: 5 days, 19:13:28, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3529, top1_acc: 0.4555, top5_acc: 0.7164, loss_cls: 2.3145, loss: 3.6674, grad_norm: 6.6117 2021-07-04 04:11:36,974 - mmaction - INFO - Epoch [26][3700/3757] lr: 1.000e-02, eta: 5 days, 19:13:04, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3197, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.2846, loss: 3.6043, grad_norm: 6.3808 2021-07-04 04:11:58,984 - mmaction - INFO - Epoch [26][3720/3757] lr: 1.000e-02, eta: 5 days, 19:12:45, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.3551, top1_acc: 0.4477, top5_acc: 0.7047, loss_cls: 2.3585, loss: 3.7136, grad_norm: 6.4795 2021-07-04 04:12:20,221 - mmaction - INFO - Epoch [26][3740/3757] lr: 1.000e-02, eta: 5 days, 19:12:22, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3797, top1_acc: 0.4656, top5_acc: 0.6953, loss_cls: 2.3840, loss: 3.7637, grad_norm: 6.5306 2021-07-04 04:12:38,496 - mmaction - INFO - Saving checkpoint at 26 epochs 2021-07-04 04:13:42,104 - mmaction - INFO - Epoch [27][20/3757] lr: 1.000e-02, eta: 5 days, 19:13:28, time: 3.104, data_time: 2.076, memory: 6921, loss_aux: 1.3585, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.3453, loss: 3.7038, grad_norm: 6.5186 2021-07-04 04:14:03,199 - mmaction - INFO - Epoch [27][40/3757] lr: 1.000e-02, eta: 5 days, 19:13:05, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3327, top1_acc: 0.4922, top5_acc: 0.7102, loss_cls: 2.2802, loss: 3.6128, grad_norm: 6.4828 2021-07-04 04:14:24,130 - mmaction - INFO - Epoch [27][60/3757] lr: 1.000e-02, eta: 5 days, 19:12:40, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4828, top5_acc: 0.7008, loss_cls: 2.3131, loss: 3.6344, grad_norm: 6.3286 2021-07-04 04:14:45,412 - mmaction - INFO - Epoch [27][80/3757] lr: 1.000e-02, eta: 5 days, 19:12:18, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2974, top1_acc: 0.4813, top5_acc: 0.7273, loss_cls: 2.2261, loss: 3.5235, grad_norm: 6.4084 2021-07-04 04:15:06,712 - mmaction - INFO - Epoch [27][100/3757] lr: 1.000e-02, eta: 5 days, 19:11:55, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3720, top1_acc: 0.4680, top5_acc: 0.6977, loss_cls: 2.3931, loss: 3.7651, grad_norm: 6.4904 2021-07-04 04:15:28,267 - mmaction - INFO - Epoch [27][120/3757] lr: 1.000e-02, eta: 5 days, 19:11:34, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.3628, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3554, loss: 3.7183, grad_norm: 6.4843 2021-07-04 04:15:49,503 - mmaction - INFO - Epoch [27][140/3757] lr: 1.000e-02, eta: 5 days, 19:11:11, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3288, top1_acc: 0.4719, top5_acc: 0.7094, loss_cls: 2.3178, loss: 3.6466, grad_norm: 6.5452 2021-07-04 04:16:11,052 - mmaction - INFO - Epoch [27][160/3757] lr: 1.000e-02, eta: 5 days, 19:10:50, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.3181, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.2245, loss: 3.5426, grad_norm: 6.4981 2021-07-04 04:16:32,436 - mmaction - INFO - Epoch [27][180/3757] lr: 1.000e-02, eta: 5 days, 19:10:28, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.3271, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.2945, loss: 3.6216, grad_norm: 6.5180 2021-07-04 04:16:53,486 - mmaction - INFO - Epoch [27][200/3757] lr: 1.000e-02, eta: 5 days, 19:10:04, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3945, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4625, loss: 3.8571, grad_norm: 6.5615 2021-07-04 04:17:15,489 - mmaction - INFO - Epoch [27][220/3757] lr: 1.000e-02, eta: 5 days, 19:09:45, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.3590, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.3953, loss: 3.7543, grad_norm: 6.3640 2021-07-04 04:17:37,150 - mmaction - INFO - Epoch [27][240/3757] lr: 1.000e-02, eta: 5 days, 19:09:24, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3069, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2675, loss: 3.5744, grad_norm: 6.4317 2021-07-04 04:17:58,215 - mmaction - INFO - Epoch [27][260/3757] lr: 1.000e-02, eta: 5 days, 19:09:00, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3109, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.3066, loss: 3.6174, grad_norm: 6.4913 2021-07-04 04:18:19,502 - mmaction - INFO - Epoch [27][280/3757] lr: 1.000e-02, eta: 5 days, 19:08:38, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.3461, top1_acc: 0.4758, top5_acc: 0.7258, loss_cls: 2.3199, loss: 3.6660, grad_norm: 6.5182 2021-07-04 04:18:41,377 - mmaction - INFO - Epoch [27][300/3757] lr: 1.000e-02, eta: 5 days, 19:08:18, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.3106, top1_acc: 0.4914, top5_acc: 0.7164, loss_cls: 2.2599, loss: 3.5704, grad_norm: 6.3407 2021-07-04 04:19:02,302 - mmaction - INFO - Epoch [27][320/3757] lr: 1.000e-02, eta: 5 days, 19:07:53, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3143, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.2071, loss: 3.5214, grad_norm: 6.5719 2021-07-04 04:19:23,422 - mmaction - INFO - Epoch [27][340/3757] lr: 1.000e-02, eta: 5 days, 19:07:30, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2803, top1_acc: 0.4820, top5_acc: 0.7250, loss_cls: 2.2416, loss: 3.5219, grad_norm: 6.4489 2021-07-04 04:19:45,235 - mmaction - INFO - Epoch [27][360/3757] lr: 1.000e-02, eta: 5 days, 19:07:10, time: 1.090, data_time: 0.032, memory: 6921, loss_aux: 1.3728, top1_acc: 0.4609, top5_acc: 0.6937, loss_cls: 2.3638, loss: 3.7366, grad_norm: 6.4219 2021-07-04 04:20:07,437 - mmaction - INFO - Epoch [27][380/3757] lr: 1.000e-02, eta: 5 days, 19:06:52, time: 1.111, data_time: 0.072, memory: 6921, loss_aux: 1.3315, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.2728, loss: 3.6043, grad_norm: 6.6259 2021-07-04 04:20:28,731 - mmaction - INFO - Epoch [27][400/3757] lr: 1.000e-02, eta: 5 days, 19:06:29, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3681, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.3833, loss: 3.7514, grad_norm: 6.5328 2021-07-04 04:20:49,931 - mmaction - INFO - Epoch [27][420/3757] lr: 1.000e-02, eta: 5 days, 19:06:06, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3048, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.2350, loss: 3.5398, grad_norm: 6.6115 2021-07-04 04:21:10,969 - mmaction - INFO - Epoch [27][440/3757] lr: 1.000e-02, eta: 5 days, 19:05:42, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3922, top1_acc: 0.4805, top5_acc: 0.6969, loss_cls: 2.3658, loss: 3.7579, grad_norm: 6.5165 2021-07-04 04:21:32,437 - mmaction - INFO - Epoch [27][460/3757] lr: 1.000e-02, eta: 5 days, 19:05:20, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.3588, top1_acc: 0.4750, top5_acc: 0.7109, loss_cls: 2.3338, loss: 3.6926, grad_norm: 6.5476 2021-07-04 04:21:54,161 - mmaction - INFO - Epoch [27][480/3757] lr: 1.000e-02, eta: 5 days, 19:05:00, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.3097, top1_acc: 0.4609, top5_acc: 0.7297, loss_cls: 2.2326, loss: 3.5423, grad_norm: 6.4962 2021-07-04 04:22:15,305 - mmaction - INFO - Epoch [27][500/3757] lr: 1.000e-02, eta: 5 days, 19:04:37, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3100, top1_acc: 0.4883, top5_acc: 0.7195, loss_cls: 2.2702, loss: 3.5803, grad_norm: 6.4142 2021-07-04 04:22:37,688 - mmaction - INFO - Epoch [27][520/3757] lr: 1.000e-02, eta: 5 days, 19:04:19, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.3423, top1_acc: 0.4633, top5_acc: 0.7195, loss_cls: 2.3506, loss: 3.6929, grad_norm: 6.6495 2021-07-04 04:22:59,092 - mmaction - INFO - Epoch [27][540/3757] lr: 1.000e-02, eta: 5 days, 19:03:57, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3525, top1_acc: 0.4711, top5_acc: 0.7086, loss_cls: 2.3275, loss: 3.6800, grad_norm: 6.4576 2021-07-04 04:23:21,326 - mmaction - INFO - Epoch [27][560/3757] lr: 1.000e-02, eta: 5 days, 19:03:39, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.3313, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2882, loss: 3.6195, grad_norm: 6.3763 2021-07-04 04:23:42,541 - mmaction - INFO - Epoch [27][580/3757] lr: 1.000e-02, eta: 5 days, 19:03:16, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.3061, top1_acc: 0.4750, top5_acc: 0.7266, loss_cls: 2.2768, loss: 3.5830, grad_norm: 6.5826 2021-07-04 04:24:03,616 - mmaction - INFO - Epoch [27][600/3757] lr: 1.000e-02, eta: 5 days, 19:02:52, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3643, top1_acc: 0.4656, top5_acc: 0.6984, loss_cls: 2.3185, loss: 3.6829, grad_norm: 6.4197 2021-07-04 04:24:25,880 - mmaction - INFO - Epoch [27][620/3757] lr: 1.000e-02, eta: 5 days, 19:02:34, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.3480, top1_acc: 0.4695, top5_acc: 0.7234, loss_cls: 2.3165, loss: 3.6645, grad_norm: 6.4199 2021-07-04 04:24:48,186 - mmaction - INFO - Epoch [27][640/3757] lr: 1.000e-02, eta: 5 days, 19:02:17, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 1.3654, top1_acc: 0.4844, top5_acc: 0.6945, loss_cls: 2.3954, loss: 3.7608, grad_norm: 6.5969 2021-07-04 04:25:09,051 - mmaction - INFO - Epoch [27][660/3757] lr: 1.000e-02, eta: 5 days, 19:01:52, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3925, top1_acc: 0.4391, top5_acc: 0.6891, loss_cls: 2.4289, loss: 3.8215, grad_norm: 6.6365 2021-07-04 04:25:30,354 - mmaction - INFO - Epoch [27][680/3757] lr: 1.000e-02, eta: 5 days, 19:01:29, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3643, top1_acc: 0.4789, top5_acc: 0.7023, loss_cls: 2.3710, loss: 3.7353, grad_norm: 6.5396 2021-07-04 04:25:51,938 - mmaction - INFO - Epoch [27][700/3757] lr: 1.000e-02, eta: 5 days, 19:01:08, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3754, top1_acc: 0.4695, top5_acc: 0.6977, loss_cls: 2.4147, loss: 3.7900, grad_norm: 6.3947 2021-07-04 04:26:13,203 - mmaction - INFO - Epoch [27][720/3757] lr: 1.000e-02, eta: 5 days, 19:00:45, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3322, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2663, loss: 3.5985, grad_norm: 6.3474 2021-07-04 04:26:34,910 - mmaction - INFO - Epoch [27][740/3757] lr: 1.000e-02, eta: 5 days, 19:00:25, time: 1.087, data_time: 0.005, memory: 6921, loss_aux: 1.3801, top1_acc: 0.4602, top5_acc: 0.7008, loss_cls: 2.3776, loss: 3.7577, grad_norm: 6.6204 2021-07-04 04:26:56,048 - mmaction - INFO - Epoch [27][760/3757] lr: 1.000e-02, eta: 5 days, 19:00:02, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3574, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.3289, loss: 3.6863, grad_norm: 6.3660 2021-07-04 04:27:17,294 - mmaction - INFO - Epoch [27][780/3757] lr: 1.000e-02, eta: 5 days, 18:59:39, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.3223, top1_acc: 0.4805, top5_acc: 0.7133, loss_cls: 2.2937, loss: 3.6160, grad_norm: 6.3143 2021-07-04 04:27:38,990 - mmaction - INFO - Epoch [27][800/3757] lr: 1.000e-02, eta: 5 days, 18:59:18, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.3683, top1_acc: 0.4742, top5_acc: 0.6922, loss_cls: 2.3744, loss: 3.7427, grad_norm: 6.3662 2021-07-04 04:28:00,007 - mmaction - INFO - Epoch [27][820/3757] lr: 1.000e-02, eta: 5 days, 18:58:54, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.4003, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.4222, loss: 3.8225, grad_norm: 6.5466 2021-07-04 04:28:22,133 - mmaction - INFO - Epoch [27][840/3757] lr: 1.000e-02, eta: 5 days, 18:58:36, time: 1.109, data_time: 0.005, memory: 6921, loss_aux: 1.3078, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2519, loss: 3.5598, grad_norm: 6.2899 2021-07-04 04:28:43,551 - mmaction - INFO - Epoch [27][860/3757] lr: 1.000e-02, eta: 5 days, 18:58:14, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3543, top1_acc: 0.4766, top5_acc: 0.7000, loss_cls: 2.3129, loss: 3.6671, grad_norm: 6.4016 2021-07-04 04:29:04,694 - mmaction - INFO - Epoch [27][880/3757] lr: 1.000e-02, eta: 5 days, 18:57:50, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.3727, top1_acc: 0.4609, top5_acc: 0.6930, loss_cls: 2.3734, loss: 3.7460, grad_norm: 6.5753 2021-07-04 04:29:25,787 - mmaction - INFO - Epoch [27][900/3757] lr: 1.000e-02, eta: 5 days, 18:57:27, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.3797, top1_acc: 0.4688, top5_acc: 0.6961, loss_cls: 2.3654, loss: 3.7451, grad_norm: 6.4583 2021-07-04 04:29:47,291 - mmaction - INFO - Epoch [27][920/3757] lr: 1.000e-02, eta: 5 days, 18:57:05, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.3212, top1_acc: 0.4859, top5_acc: 0.7266, loss_cls: 2.2528, loss: 3.5740, grad_norm: 6.4524 2021-07-04 04:30:08,571 - mmaction - INFO - Epoch [27][940/3757] lr: 1.000e-02, eta: 5 days, 18:56:42, time: 1.065, data_time: 0.013, memory: 6921, loss_aux: 1.3556, top1_acc: 0.4813, top5_acc: 0.6961, loss_cls: 2.3664, loss: 3.7220, grad_norm: 6.5864 2021-07-04 04:30:29,918 - mmaction - INFO - Epoch [27][960/3757] lr: 1.000e-02, eta: 5 days, 18:56:20, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.3277, top1_acc: 0.4797, top5_acc: 0.7211, loss_cls: 2.2988, loss: 3.6265, grad_norm: 6.3703 2021-07-04 04:30:51,063 - mmaction - INFO - Epoch [27][980/3757] lr: 1.000e-02, eta: 5 days, 18:55:57, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3072, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.2350, loss: 3.5422, grad_norm: 6.5795 2021-07-04 04:31:13,932 - mmaction - INFO - Epoch [27][1000/3757] lr: 1.000e-02, eta: 5 days, 18:55:42, time: 1.144, data_time: 0.003, memory: 6921, loss_aux: 1.3435, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.3132, loss: 3.6566, grad_norm: 6.6483 2021-07-04 04:31:35,277 - mmaction - INFO - Epoch [27][1020/3757] lr: 1.000e-02, eta: 5 days, 18:55:19, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3677, top1_acc: 0.4773, top5_acc: 0.6914, loss_cls: 2.3635, loss: 3.7311, grad_norm: 6.4907 2021-07-04 04:31:56,371 - mmaction - INFO - Epoch [27][1040/3757] lr: 1.000e-02, eta: 5 days, 18:54:56, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3575, top1_acc: 0.4773, top5_acc: 0.7047, loss_cls: 2.3705, loss: 3.7280, grad_norm: 6.4483 2021-07-04 04:32:17,591 - mmaction - INFO - Epoch [27][1060/3757] lr: 1.000e-02, eta: 5 days, 18:54:33, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3106, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2531, loss: 3.5637, grad_norm: 6.4290 2021-07-04 04:32:38,754 - mmaction - INFO - Epoch [27][1080/3757] lr: 1.000e-02, eta: 5 days, 18:54:10, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3746, top1_acc: 0.4555, top5_acc: 0.7094, loss_cls: 2.3981, loss: 3.7727, grad_norm: 6.5403 2021-07-04 04:33:00,132 - mmaction - INFO - Epoch [27][1100/3757] lr: 1.000e-02, eta: 5 days, 18:53:48, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3792, top1_acc: 0.4492, top5_acc: 0.6867, loss_cls: 2.4364, loss: 3.8155, grad_norm: 6.5976 2021-07-04 04:33:21,770 - mmaction - INFO - Epoch [27][1120/3757] lr: 1.000e-02, eta: 5 days, 18:53:27, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3739, top1_acc: 0.4602, top5_acc: 0.7055, loss_cls: 2.3601, loss: 3.7340, grad_norm: 6.3812 2021-07-04 04:33:42,944 - mmaction - INFO - Epoch [27][1140/3757] lr: 1.000e-02, eta: 5 days, 18:53:04, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.3555, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.3122, loss: 3.6677, grad_norm: 6.3444 2021-07-04 04:34:04,019 - mmaction - INFO - Epoch [27][1160/3757] lr: 1.000e-02, eta: 5 days, 18:52:40, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3316, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.2909, loss: 3.6225, grad_norm: 6.4552 2021-07-04 04:34:27,128 - mmaction - INFO - Epoch [27][1180/3757] lr: 1.000e-02, eta: 5 days, 18:52:26, time: 1.156, data_time: 0.005, memory: 6921, loss_aux: 1.3639, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.3161, loss: 3.6800, grad_norm: 6.4650 2021-07-04 04:34:48,452 - mmaction - INFO - Epoch [27][1200/3757] lr: 1.000e-02, eta: 5 days, 18:52:04, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3423, top1_acc: 0.4945, top5_acc: 0.7164, loss_cls: 2.2539, loss: 3.5962, grad_norm: 6.5543 2021-07-04 04:35:09,564 - mmaction - INFO - Epoch [27][1220/3757] lr: 1.000e-02, eta: 5 days, 18:51:40, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3524, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.3343, loss: 3.6867, grad_norm: 6.4152 2021-07-04 04:35:31,704 - mmaction - INFO - Epoch [27][1240/3757] lr: 1.000e-02, eta: 5 days, 18:51:22, time: 1.106, data_time: 0.005, memory: 6921, loss_aux: 1.3518, top1_acc: 0.4664, top5_acc: 0.7156, loss_cls: 2.3146, loss: 3.6664, grad_norm: 6.3689 2021-07-04 04:35:52,806 - mmaction - INFO - Epoch [27][1260/3757] lr: 1.000e-02, eta: 5 days, 18:50:58, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3255, top1_acc: 0.4930, top5_acc: 0.7133, loss_cls: 2.2957, loss: 3.6213, grad_norm: 6.3921 2021-07-04 04:36:14,076 - mmaction - INFO - Epoch [27][1280/3757] lr: 1.000e-02, eta: 5 days, 18:50:35, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3185, top1_acc: 0.4766, top5_acc: 0.7109, loss_cls: 2.2972, loss: 3.6158, grad_norm: 6.4946 2021-07-04 04:36:35,862 - mmaction - INFO - Epoch [27][1300/3757] lr: 1.000e-02, eta: 5 days, 18:50:15, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.3286, top1_acc: 0.4641, top5_acc: 0.7289, loss_cls: 2.3148, loss: 3.6434, grad_norm: 6.6089 2021-07-04 04:36:57,411 - mmaction - INFO - Epoch [27][1320/3757] lr: 1.000e-02, eta: 5 days, 18:49:54, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.3011, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.2918, loss: 3.5929, grad_norm: 6.4179 2021-07-04 04:37:19,183 - mmaction - INFO - Epoch [27][1340/3757] lr: 1.000e-02, eta: 5 days, 18:49:34, time: 1.089, data_time: 0.001, memory: 6921, loss_aux: 1.3529, top1_acc: 0.4773, top5_acc: 0.7063, loss_cls: 2.3297, loss: 3.6825, grad_norm: 6.5271 2021-07-04 04:37:40,355 - mmaction - INFO - Epoch [27][1360/3757] lr: 1.000e-02, eta: 5 days, 18:49:10, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3544, top1_acc: 0.4758, top5_acc: 0.7039, loss_cls: 2.3581, loss: 3.7125, grad_norm: 6.4502 2021-07-04 04:38:01,667 - mmaction - INFO - Epoch [27][1380/3757] lr: 1.000e-02, eta: 5 days, 18:48:48, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3744, top1_acc: 0.4617, top5_acc: 0.6719, loss_cls: 2.4101, loss: 3.7845, grad_norm: 6.3681 2021-07-04 04:38:22,724 - mmaction - INFO - Epoch [27][1400/3757] lr: 1.000e-02, eta: 5 days, 18:48:24, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.4007, top1_acc: 0.4445, top5_acc: 0.6734, loss_cls: 2.4712, loss: 3.8719, grad_norm: 6.4481 2021-07-04 04:38:43,653 - mmaction - INFO - Epoch [27][1420/3757] lr: 1.000e-02, eta: 5 days, 18:48:00, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.3524, top1_acc: 0.4656, top5_acc: 0.7039, loss_cls: 2.3318, loss: 3.6842, grad_norm: 6.4488 2021-07-04 04:39:05,330 - mmaction - INFO - Epoch [27][1440/3757] lr: 1.000e-02, eta: 5 days, 18:47:39, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.3191, top1_acc: 0.4727, top5_acc: 0.7070, loss_cls: 2.2886, loss: 3.6077, grad_norm: 6.3142 2021-07-04 04:39:27,294 - mmaction - INFO - Epoch [27][1460/3757] lr: 1.000e-02, eta: 5 days, 18:47:20, time: 1.101, data_time: 0.051, memory: 6921, loss_aux: 1.3600, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.3546, loss: 3.7145, grad_norm: 6.3073 2021-07-04 04:39:48,295 - mmaction - INFO - Epoch [27][1480/3757] lr: 1.000e-02, eta: 5 days, 18:46:56, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3334, top1_acc: 0.4797, top5_acc: 0.6977, loss_cls: 2.3216, loss: 3.6550, grad_norm: 6.3531 2021-07-04 04:40:09,440 - mmaction - INFO - Epoch [27][1500/3757] lr: 1.000e-02, eta: 5 days, 18:46:32, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3935, top1_acc: 0.4555, top5_acc: 0.7023, loss_cls: 2.4567, loss: 3.8502, grad_norm: 6.5507 2021-07-04 04:40:30,803 - mmaction - INFO - Epoch [27][1520/3757] lr: 1.000e-02, eta: 5 days, 18:46:10, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3496, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3269, loss: 3.6765, grad_norm: 6.4817 2021-07-04 04:40:51,924 - mmaction - INFO - Epoch [27][1540/3757] lr: 1.000e-02, eta: 5 days, 18:45:47, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3031, top1_acc: 0.4594, top5_acc: 0.7320, loss_cls: 2.2458, loss: 3.5489, grad_norm: 6.5509 2021-07-04 04:41:13,307 - mmaction - INFO - Epoch [27][1560/3757] lr: 1.000e-02, eta: 5 days, 18:45:25, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3237, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.3002, loss: 3.6239, grad_norm: 6.5136 2021-07-04 04:41:34,554 - mmaction - INFO - Epoch [27][1580/3757] lr: 1.000e-02, eta: 5 days, 18:45:02, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3847, top1_acc: 0.4688, top5_acc: 0.6844, loss_cls: 2.4156, loss: 3.8003, grad_norm: 6.4585 2021-07-04 04:41:56,019 - mmaction - INFO - Epoch [27][1600/3757] lr: 1.000e-02, eta: 5 days, 18:44:40, time: 1.075, data_time: 0.014, memory: 6921, loss_aux: 1.3734, top1_acc: 0.4742, top5_acc: 0.7063, loss_cls: 2.3941, loss: 3.7675, grad_norm: 6.2841 2021-07-04 04:42:18,256 - mmaction - INFO - Epoch [27][1620/3757] lr: 1.000e-02, eta: 5 days, 18:44:22, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.3823, top1_acc: 0.4430, top5_acc: 0.7055, loss_cls: 2.4146, loss: 3.7970, grad_norm: 6.3537 2021-07-04 04:42:39,942 - mmaction - INFO - Epoch [27][1640/3757] lr: 1.000e-02, eta: 5 days, 18:44:01, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.2880, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.2252, loss: 3.5132, grad_norm: 6.2436 2021-07-04 04:43:01,130 - mmaction - INFO - Epoch [27][1660/3757] lr: 1.000e-02, eta: 5 days, 18:43:38, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3557, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.3692, loss: 3.7249, grad_norm: 6.4144 2021-07-04 04:43:23,455 - mmaction - INFO - Epoch [27][1680/3757] lr: 1.000e-02, eta: 5 days, 18:43:20, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 1.3816, top1_acc: 0.4531, top5_acc: 0.6992, loss_cls: 2.4390, loss: 3.8206, grad_norm: 6.4617 2021-07-04 04:43:44,360 - mmaction - INFO - Epoch [27][1700/3757] lr: 1.000e-02, eta: 5 days, 18:42:56, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3597, top1_acc: 0.4742, top5_acc: 0.6945, loss_cls: 2.3433, loss: 3.7030, grad_norm: 6.4260 2021-07-04 04:44:05,696 - mmaction - INFO - Epoch [27][1720/3757] lr: 1.000e-02, eta: 5 days, 18:42:34, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2845, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2282, loss: 3.5127, grad_norm: 6.4636 2021-07-04 04:44:26,812 - mmaction - INFO - Epoch [27][1740/3757] lr: 1.000e-02, eta: 5 days, 18:42:10, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3582, top1_acc: 0.4773, top5_acc: 0.7000, loss_cls: 2.3479, loss: 3.7061, grad_norm: 6.4999 2021-07-04 04:44:48,110 - mmaction - INFO - Epoch [27][1760/3757] lr: 1.000e-02, eta: 5 days, 18:41:48, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4852, top5_acc: 0.7383, loss_cls: 2.2255, loss: 3.5320, grad_norm: 6.3031 2021-07-04 04:45:09,497 - mmaction - INFO - Epoch [27][1780/3757] lr: 1.000e-02, eta: 5 days, 18:41:26, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.4119, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4316, loss: 3.8435, grad_norm: 6.5921 2021-07-04 04:45:31,414 - mmaction - INFO - Epoch [27][1800/3757] lr: 1.000e-02, eta: 5 days, 18:41:06, time: 1.094, data_time: 0.018, memory: 6921, loss_aux: 1.3334, top1_acc: 0.4984, top5_acc: 0.7078, loss_cls: 2.2995, loss: 3.6329, grad_norm: 6.5041 2021-07-04 04:45:53,113 - mmaction - INFO - Epoch [27][1820/3757] lr: 1.000e-02, eta: 5 days, 18:40:45, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3076, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2828, loss: 3.5905, grad_norm: 6.4411 2021-07-04 04:46:14,580 - mmaction - INFO - Epoch [27][1840/3757] lr: 1.000e-02, eta: 5 days, 18:40:23, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3311, top1_acc: 0.4977, top5_acc: 0.7109, loss_cls: 2.3092, loss: 3.6403, grad_norm: 6.3805 2021-07-04 04:46:36,394 - mmaction - INFO - Epoch [27][1860/3757] lr: 1.000e-02, eta: 5 days, 18:40:03, time: 1.091, data_time: 0.046, memory: 6921, loss_aux: 1.3325, top1_acc: 0.4750, top5_acc: 0.7273, loss_cls: 2.2754, loss: 3.6080, grad_norm: 6.5094 2021-07-04 04:46:57,460 - mmaction - INFO - Epoch [27][1880/3757] lr: 1.000e-02, eta: 5 days, 18:39:40, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.3573, top1_acc: 0.4602, top5_acc: 0.6844, loss_cls: 2.3931, loss: 3.7504, grad_norm: 6.7553 2021-07-04 04:47:18,484 - mmaction - INFO - Epoch [27][1900/3757] lr: 1.000e-02, eta: 5 days, 18:39:16, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.3452, top1_acc: 0.4766, top5_acc: 0.6977, loss_cls: 2.3509, loss: 3.6961, grad_norm: 6.4203 2021-07-04 04:47:39,912 - mmaction - INFO - Epoch [27][1920/3757] lr: 1.000e-02, eta: 5 days, 18:38:54, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3486, top1_acc: 0.4820, top5_acc: 0.7117, loss_cls: 2.3465, loss: 3.6951, grad_norm: 6.6010 2021-07-04 04:48:01,695 - mmaction - INFO - Epoch [27][1940/3757] lr: 1.000e-02, eta: 5 days, 18:38:34, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.2931, top1_acc: 0.4914, top5_acc: 0.7203, loss_cls: 2.2433, loss: 3.5364, grad_norm: 6.2467 2021-07-04 04:48:22,816 - mmaction - INFO - Epoch [27][1960/3757] lr: 1.000e-02, eta: 5 days, 18:38:10, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.4050, top1_acc: 0.4602, top5_acc: 0.6820, loss_cls: 2.4747, loss: 3.8797, grad_norm: 6.5276 2021-07-04 04:48:44,077 - mmaction - INFO - Epoch [27][1980/3757] lr: 1.000e-02, eta: 5 days, 18:37:48, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3355, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2911, loss: 3.6266, grad_norm: 6.2998 2021-07-04 04:49:06,438 - mmaction - INFO - Epoch [27][2000/3757] lr: 1.000e-02, eta: 5 days, 18:37:30, time: 1.120, data_time: 0.006, memory: 6921, loss_aux: 1.3446, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.3504, loss: 3.6950, grad_norm: 6.7202 2021-07-04 04:49:27,404 - mmaction - INFO - Epoch [27][2020/3757] lr: 1.000e-02, eta: 5 days, 18:37:06, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3728, top1_acc: 0.4703, top5_acc: 0.6930, loss_cls: 2.3859, loss: 3.7587, grad_norm: 6.5473 2021-07-04 04:49:48,622 - mmaction - INFO - Epoch [27][2040/3757] lr: 1.000e-02, eta: 5 days, 18:36:43, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3731, top1_acc: 0.4617, top5_acc: 0.6937, loss_cls: 2.3887, loss: 3.7618, grad_norm: 6.5557 2021-07-04 04:50:09,810 - mmaction - INFO - Epoch [27][2060/3757] lr: 1.000e-02, eta: 5 days, 18:36:20, time: 1.060, data_time: 0.009, memory: 6921, loss_aux: 1.3609, top1_acc: 0.4617, top5_acc: 0.7109, loss_cls: 2.3622, loss: 3.7231, grad_norm: 6.5751 2021-07-04 04:50:31,056 - mmaction - INFO - Epoch [27][2080/3757] lr: 1.000e-02, eta: 5 days, 18:35:57, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.3742, top1_acc: 0.4773, top5_acc: 0.6922, loss_cls: 2.4061, loss: 3.7802, grad_norm: 6.3996 2021-07-04 04:50:52,601 - mmaction - INFO - Epoch [27][2100/3757] lr: 1.000e-02, eta: 5 days, 18:35:36, time: 1.075, data_time: 0.028, memory: 6921, loss_aux: 1.3274, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.2901, loss: 3.6174, grad_norm: 6.4103 2021-07-04 04:51:13,824 - mmaction - INFO - Epoch [27][2120/3757] lr: 1.000e-02, eta: 5 days, 18:35:13, time: 1.062, data_time: 0.007, memory: 6921, loss_aux: 1.3890, top1_acc: 0.4680, top5_acc: 0.7039, loss_cls: 2.4042, loss: 3.7932, grad_norm: 6.5608 2021-07-04 04:51:35,255 - mmaction - INFO - Epoch [27][2140/3757] lr: 1.000e-02, eta: 5 days, 18:34:51, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.3509, top1_acc: 0.4570, top5_acc: 0.7102, loss_cls: 2.3700, loss: 3.7209, grad_norm: 6.3968 2021-07-04 04:51:56,660 - mmaction - INFO - Epoch [27][2160/3757] lr: 1.000e-02, eta: 5 days, 18:34:29, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2784, top1_acc: 0.4789, top5_acc: 0.7094, loss_cls: 2.2374, loss: 3.5159, grad_norm: 6.1329 2021-07-04 04:52:18,714 - mmaction - INFO - Epoch [27][2180/3757] lr: 1.000e-02, eta: 5 days, 18:34:10, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.3882, top1_acc: 0.4688, top5_acc: 0.7016, loss_cls: 2.3777, loss: 3.7659, grad_norm: 6.4775 2021-07-04 04:52:39,918 - mmaction - INFO - Epoch [27][2200/3757] lr: 1.000e-02, eta: 5 days, 18:33:47, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3449, top1_acc: 0.4859, top5_acc: 0.7148, loss_cls: 2.3155, loss: 3.6605, grad_norm: 6.4422 2021-07-04 04:53:01,831 - mmaction - INFO - Epoch [27][2220/3757] lr: 1.000e-02, eta: 5 days, 18:33:27, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.3751, top1_acc: 0.4703, top5_acc: 0.7141, loss_cls: 2.3693, loss: 3.7443, grad_norm: 6.3986 2021-07-04 04:53:23,195 - mmaction - INFO - Epoch [27][2240/3757] lr: 1.000e-02, eta: 5 days, 18:33:05, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3815, top1_acc: 0.4508, top5_acc: 0.6969, loss_cls: 2.4425, loss: 3.8240, grad_norm: 6.6110 2021-07-04 04:53:44,295 - mmaction - INFO - Epoch [27][2260/3757] lr: 1.000e-02, eta: 5 days, 18:32:42, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3973, top1_acc: 0.4586, top5_acc: 0.6937, loss_cls: 2.4332, loss: 3.8306, grad_norm: 6.4728 2021-07-04 04:54:05,380 - mmaction - INFO - Epoch [27][2280/3757] lr: 1.000e-02, eta: 5 days, 18:32:18, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3922, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3985, loss: 3.7908, grad_norm: 6.4077 2021-07-04 04:54:27,254 - mmaction - INFO - Epoch [27][2300/3757] lr: 1.000e-02, eta: 5 days, 18:31:58, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.3620, top1_acc: 0.4523, top5_acc: 0.6930, loss_cls: 2.3833, loss: 3.7453, grad_norm: 6.5845 2021-07-04 04:54:49,685 - mmaction - INFO - Epoch [27][2320/3757] lr: 1.000e-02, eta: 5 days, 18:31:41, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.2759, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1864, loss: 3.4623, grad_norm: 6.4840 2021-07-04 04:55:10,755 - mmaction - INFO - Epoch [27][2340/3757] lr: 1.000e-02, eta: 5 days, 18:31:17, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3868, top1_acc: 0.4562, top5_acc: 0.6930, loss_cls: 2.4087, loss: 3.7955, grad_norm: 6.6268 2021-07-04 04:55:32,425 - mmaction - INFO - Epoch [27][2360/3757] lr: 1.000e-02, eta: 5 days, 18:30:57, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.3562, top1_acc: 0.4578, top5_acc: 0.6914, loss_cls: 2.4035, loss: 3.7597, grad_norm: 6.2864 2021-07-04 04:55:53,700 - mmaction - INFO - Epoch [27][2380/3757] lr: 1.000e-02, eta: 5 days, 18:30:34, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3755, top1_acc: 0.4656, top5_acc: 0.7031, loss_cls: 2.3530, loss: 3.7285, grad_norm: 6.2406 2021-07-04 04:56:14,610 - mmaction - INFO - Epoch [27][2400/3757] lr: 1.000e-02, eta: 5 days, 18:30:10, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3308, top1_acc: 0.4938, top5_acc: 0.7195, loss_cls: 2.2839, loss: 3.6147, grad_norm: 6.3132 2021-07-04 04:56:36,062 - mmaction - INFO - Epoch [27][2420/3757] lr: 1.000e-02, eta: 5 days, 18:29:48, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.3191, top1_acc: 0.4859, top5_acc: 0.7125, loss_cls: 2.2957, loss: 3.6148, grad_norm: 6.3172 2021-07-04 04:56:57,762 - mmaction - INFO - Epoch [27][2440/3757] lr: 1.000e-02, eta: 5 days, 18:29:27, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.3348, top1_acc: 0.4844, top5_acc: 0.7172, loss_cls: 2.3150, loss: 3.6497, grad_norm: 6.3417 2021-07-04 04:57:19,852 - mmaction - INFO - Epoch [27][2460/3757] lr: 1.000e-02, eta: 5 days, 18:29:08, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.3954, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.4109, loss: 3.8063, grad_norm: 6.5447 2021-07-04 04:57:42,456 - mmaction - INFO - Epoch [27][2480/3757] lr: 1.000e-02, eta: 5 days, 18:28:52, time: 1.131, data_time: 0.003, memory: 6921, loss_aux: 1.3134, top1_acc: 0.4742, top5_acc: 0.7164, loss_cls: 2.2678, loss: 3.5812, grad_norm: 6.3736 2021-07-04 04:58:03,556 - mmaction - INFO - Epoch [27][2500/3757] lr: 1.000e-02, eta: 5 days, 18:28:29, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.3668, top1_acc: 0.4695, top5_acc: 0.7055, loss_cls: 2.3931, loss: 3.7599, grad_norm: 6.4858 2021-07-04 04:58:24,744 - mmaction - INFO - Epoch [27][2520/3757] lr: 1.000e-02, eta: 5 days, 18:28:05, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3417, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2970, loss: 3.6387, grad_norm: 6.2901 2021-07-04 04:58:47,285 - mmaction - INFO - Epoch [27][2540/3757] lr: 1.000e-02, eta: 5 days, 18:27:49, time: 1.126, data_time: 0.004, memory: 6921, loss_aux: 1.3120, top1_acc: 0.5023, top5_acc: 0.7141, loss_cls: 2.2600, loss: 3.5720, grad_norm: 6.2064 2021-07-04 04:59:08,467 - mmaction - INFO - Epoch [27][2560/3757] lr: 1.000e-02, eta: 5 days, 18:27:26, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3475, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.3050, loss: 3.6526, grad_norm: 6.3602 2021-07-04 04:59:29,651 - mmaction - INFO - Epoch [27][2580/3757] lr: 1.000e-02, eta: 5 days, 18:27:03, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.4237, top1_acc: 0.4586, top5_acc: 0.6805, loss_cls: 2.5073, loss: 3.9310, grad_norm: 6.6691 2021-07-04 04:59:50,970 - mmaction - INFO - Epoch [27][2600/3757] lr: 1.000e-02, eta: 5 days, 18:26:40, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3575, top1_acc: 0.4711, top5_acc: 0.6859, loss_cls: 2.4190, loss: 3.7765, grad_norm: 6.3474 2021-07-04 05:00:13,488 - mmaction - INFO - Epoch [27][2620/3757] lr: 1.000e-02, eta: 5 days, 18:26:23, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 1.2932, top1_acc: 0.5086, top5_acc: 0.7164, loss_cls: 2.2181, loss: 3.5113, grad_norm: 6.2520 2021-07-04 05:00:35,094 - mmaction - INFO - Epoch [27][2640/3757] lr: 1.000e-02, eta: 5 days, 18:26:02, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 1.3685, top1_acc: 0.4648, top5_acc: 0.7023, loss_cls: 2.3641, loss: 3.7326, grad_norm: 6.4950 2021-07-04 05:00:56,224 - mmaction - INFO - Epoch [27][2660/3757] lr: 1.000e-02, eta: 5 days, 18:25:39, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3894, top1_acc: 0.4500, top5_acc: 0.6953, loss_cls: 2.4301, loss: 3.8195, grad_norm: 6.4658 2021-07-04 05:01:17,670 - mmaction - INFO - Epoch [27][2680/3757] lr: 1.000e-02, eta: 5 days, 18:25:17, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2695, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1882, loss: 3.4577, grad_norm: 6.3555 2021-07-04 05:01:39,188 - mmaction - INFO - Epoch [27][2700/3757] lr: 1.000e-02, eta: 5 days, 18:24:55, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.3776, top1_acc: 0.4531, top5_acc: 0.7000, loss_cls: 2.3720, loss: 3.7495, grad_norm: 6.5037 2021-07-04 05:02:01,321 - mmaction - INFO - Epoch [27][2720/3757] lr: 1.000e-02, eta: 5 days, 18:24:37, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.3193, top1_acc: 0.5000, top5_acc: 0.7063, loss_cls: 2.2882, loss: 3.6074, grad_norm: 6.3733 2021-07-04 05:02:22,445 - mmaction - INFO - Epoch [27][2740/3757] lr: 1.000e-02, eta: 5 days, 18:24:13, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.4334, top1_acc: 0.4547, top5_acc: 0.6953, loss_cls: 2.4710, loss: 3.9044, grad_norm: 6.5419 2021-07-04 05:02:43,712 - mmaction - INFO - Epoch [27][2760/3757] lr: 1.000e-02, eta: 5 days, 18:23:51, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3208, top1_acc: 0.4664, top5_acc: 0.7188, loss_cls: 2.2414, loss: 3.5622, grad_norm: 6.3596 2021-07-04 05:03:04,997 - mmaction - INFO - Epoch [27][2780/3757] lr: 1.000e-02, eta: 5 days, 18:23:28, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.3518, top1_acc: 0.4750, top5_acc: 0.7031, loss_cls: 2.3644, loss: 3.7161, grad_norm: 6.5672 2021-07-04 05:03:27,446 - mmaction - INFO - Epoch [27][2800/3757] lr: 1.000e-02, eta: 5 days, 18:23:11, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.3035, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2751, loss: 3.5787, grad_norm: 6.3827 2021-07-04 05:03:48,621 - mmaction - INFO - Epoch [27][2820/3757] lr: 1.000e-02, eta: 5 days, 18:22:48, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3778, top1_acc: 0.4477, top5_acc: 0.6922, loss_cls: 2.3940, loss: 3.7719, grad_norm: 6.2316 2021-07-04 05:04:10,701 - mmaction - INFO - Epoch [27][2840/3757] lr: 1.000e-02, eta: 5 days, 18:22:29, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.3561, top1_acc: 0.4805, top5_acc: 0.7094, loss_cls: 2.3386, loss: 3.6947, grad_norm: 6.3884 2021-07-04 05:04:31,956 - mmaction - INFO - Epoch [27][2860/3757] lr: 1.000e-02, eta: 5 days, 18:22:06, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3860, top1_acc: 0.4727, top5_acc: 0.6859, loss_cls: 2.4456, loss: 3.8316, grad_norm: 6.3503 2021-07-04 05:04:53,173 - mmaction - INFO - Epoch [27][2880/3757] lr: 1.000e-02, eta: 5 days, 18:21:43, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3200, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2924, loss: 3.6123, grad_norm: 6.5485 2021-07-04 05:05:14,189 - mmaction - INFO - Epoch [27][2900/3757] lr: 1.000e-02, eta: 5 days, 18:21:19, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3393, top1_acc: 0.4711, top5_acc: 0.7141, loss_cls: 2.3414, loss: 3.6806, grad_norm: 6.1959 2021-07-04 05:05:36,314 - mmaction - INFO - Epoch [27][2920/3757] lr: 1.000e-02, eta: 5 days, 18:21:01, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.3664, top1_acc: 0.4672, top5_acc: 0.6961, loss_cls: 2.3972, loss: 3.7636, grad_norm: 6.4805 2021-07-04 05:05:57,786 - mmaction - INFO - Epoch [27][2940/3757] lr: 1.000e-02, eta: 5 days, 18:20:39, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.3454, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.2891, loss: 3.6345, grad_norm: 6.6050 2021-07-04 05:06:18,906 - mmaction - INFO - Epoch [27][2960/3757] lr: 1.000e-02, eta: 5 days, 18:20:16, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3902, top1_acc: 0.4672, top5_acc: 0.7063, loss_cls: 2.4004, loss: 3.7906, grad_norm: 6.4337 2021-07-04 05:06:40,076 - mmaction - INFO - Epoch [27][2980/3757] lr: 1.000e-02, eta: 5 days, 18:19:53, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3258, top1_acc: 0.4719, top5_acc: 0.7078, loss_cls: 2.3059, loss: 3.6317, grad_norm: 6.2908 2021-07-04 05:07:01,201 - mmaction - INFO - Epoch [27][3000/3757] lr: 1.000e-02, eta: 5 days, 18:19:29, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3361, top1_acc: 0.4555, top5_acc: 0.7156, loss_cls: 2.3133, loss: 3.6494, grad_norm: 6.5325 2021-07-04 05:07:23,590 - mmaction - INFO - Epoch [27][3020/3757] lr: 1.000e-02, eta: 5 days, 18:19:12, time: 1.119, data_time: 0.076, memory: 6921, loss_aux: 1.3501, top1_acc: 0.4852, top5_acc: 0.7070, loss_cls: 2.3354, loss: 3.6854, grad_norm: 6.4780 2021-07-04 05:07:46,016 - mmaction - INFO - Epoch [27][3040/3757] lr: 1.000e-02, eta: 5 days, 18:18:54, time: 1.121, data_time: 0.029, memory: 6921, loss_aux: 1.3202, top1_acc: 0.4820, top5_acc: 0.7133, loss_cls: 2.3026, loss: 3.6228, grad_norm: 6.4698 2021-07-04 05:08:07,087 - mmaction - INFO - Epoch [27][3060/3757] lr: 1.000e-02, eta: 5 days, 18:18:31, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3302, top1_acc: 0.4688, top5_acc: 0.7070, loss_cls: 2.3582, loss: 3.6883, grad_norm: 6.5437 2021-07-04 05:08:28,465 - mmaction - INFO - Epoch [27][3080/3757] lr: 1.000e-02, eta: 5 days, 18:18:09, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3354, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.2760, loss: 3.6114, grad_norm: 6.4071 2021-07-04 05:08:49,553 - mmaction - INFO - Epoch [27][3100/3757] lr: 1.000e-02, eta: 5 days, 18:17:45, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.3509, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 2.3572, loss: 3.7080, grad_norm: 6.7105 2021-07-04 05:09:11,149 - mmaction - INFO - Epoch [27][3120/3757] lr: 1.000e-02, eta: 5 days, 18:17:24, time: 1.079, data_time: 0.021, memory: 6921, loss_aux: 1.3405, top1_acc: 0.4727, top5_acc: 0.7078, loss_cls: 2.3137, loss: 3.6542, grad_norm: 6.3279 2021-07-04 05:09:32,940 - mmaction - INFO - Epoch [27][3140/3757] lr: 1.000e-02, eta: 5 days, 18:17:04, time: 1.091, data_time: 0.043, memory: 6921, loss_aux: 1.3383, top1_acc: 0.4820, top5_acc: 0.7266, loss_cls: 2.3033, loss: 3.6416, grad_norm: 6.3473 2021-07-04 05:09:54,587 - mmaction - INFO - Epoch [27][3160/3757] lr: 1.000e-02, eta: 5 days, 18:16:43, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3271, top1_acc: 0.4781, top5_acc: 0.7023, loss_cls: 2.3183, loss: 3.6454, grad_norm: 6.3201 2021-07-04 05:10:15,729 - mmaction - INFO - Epoch [27][3180/3757] lr: 1.000e-02, eta: 5 days, 18:16:19, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3580, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3421, loss: 3.7001, grad_norm: 6.5739 2021-07-04 05:10:37,253 - mmaction - INFO - Epoch [27][3200/3757] lr: 1.000e-02, eta: 5 days, 18:15:58, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3427, top1_acc: 0.4742, top5_acc: 0.7031, loss_cls: 2.3193, loss: 3.6621, grad_norm: 6.5188 2021-07-04 05:10:59,146 - mmaction - INFO - Epoch [27][3220/3757] lr: 1.000e-02, eta: 5 days, 18:15:38, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.3823, top1_acc: 0.4602, top5_acc: 0.7117, loss_cls: 2.3528, loss: 3.7351, grad_norm: 6.6066 2021-07-04 05:11:20,941 - mmaction - INFO - Epoch [27][3240/3757] lr: 1.000e-02, eta: 5 days, 18:15:18, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.3174, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3045, loss: 3.6219, grad_norm: 6.5039 2021-07-04 05:11:42,823 - mmaction - INFO - Epoch [27][3260/3757] lr: 1.000e-02, eta: 5 days, 18:14:58, time: 1.095, data_time: 0.049, memory: 6921, loss_aux: 1.3421, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3668, loss: 3.7089, grad_norm: 6.4271 2021-07-04 05:12:03,989 - mmaction - INFO - Epoch [27][3280/3757] lr: 1.000e-02, eta: 5 days, 18:14:35, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3612, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.4112, loss: 3.7725, grad_norm: 6.4526 2021-07-04 05:12:25,054 - mmaction - INFO - Epoch [27][3300/3757] lr: 1.000e-02, eta: 5 days, 18:14:12, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3287, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.2941, loss: 3.6228, grad_norm: 6.4579 2021-07-04 05:12:47,402 - mmaction - INFO - Epoch [27][3320/3757] lr: 1.000e-02, eta: 5 days, 18:13:54, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 1.3521, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.3240, loss: 3.6761, grad_norm: 6.5418 2021-07-04 05:13:08,640 - mmaction - INFO - Epoch [27][3340/3757] lr: 1.000e-02, eta: 5 days, 18:13:31, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3269, top1_acc: 0.4602, top5_acc: 0.7250, loss_cls: 2.3525, loss: 3.6794, grad_norm: 6.5855 2021-07-04 05:13:29,976 - mmaction - INFO - Epoch [27][3360/3757] lr: 1.000e-02, eta: 5 days, 18:13:09, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3686, top1_acc: 0.4859, top5_acc: 0.7102, loss_cls: 2.3386, loss: 3.7072, grad_norm: 6.4620 2021-07-04 05:13:51,275 - mmaction - INFO - Epoch [27][3380/3757] lr: 1.000e-02, eta: 5 days, 18:12:46, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3842, top1_acc: 0.4492, top5_acc: 0.6766, loss_cls: 2.4393, loss: 3.8235, grad_norm: 6.4986 2021-07-04 05:14:12,645 - mmaction - INFO - Epoch [27][3400/3757] lr: 1.000e-02, eta: 5 days, 18:12:24, time: 1.069, data_time: 0.007, memory: 6921, loss_aux: 1.3588, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.3553, loss: 3.7141, grad_norm: 6.6921 2021-07-04 05:14:34,228 - mmaction - INFO - Epoch [27][3420/3757] lr: 1.000e-02, eta: 5 days, 18:12:03, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.3864, top1_acc: 0.4477, top5_acc: 0.7008, loss_cls: 2.4395, loss: 3.8258, grad_norm: 6.5877 2021-07-04 05:14:55,459 - mmaction - INFO - Epoch [27][3440/3757] lr: 1.000e-02, eta: 5 days, 18:11:40, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3497, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.3016, loss: 3.6514, grad_norm: 6.3344 2021-07-04 05:15:16,784 - mmaction - INFO - Epoch [27][3460/3757] lr: 1.000e-02, eta: 5 days, 18:11:18, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3549, top1_acc: 0.4641, top5_acc: 0.7039, loss_cls: 2.3489, loss: 3.7038, grad_norm: 6.8679 2021-07-04 05:15:38,494 - mmaction - INFO - Epoch [27][3480/3757] lr: 1.000e-02, eta: 5 days, 18:10:57, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.4240, top1_acc: 0.4516, top5_acc: 0.6766, loss_cls: 2.5055, loss: 3.9295, grad_norm: 6.6470 2021-07-04 05:15:59,808 - mmaction - INFO - Epoch [27][3500/3757] lr: 1.000e-02, eta: 5 days, 18:10:34, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3304, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.2803, loss: 3.6108, grad_norm: 6.2609 2021-07-04 05:16:21,196 - mmaction - INFO - Epoch [27][3520/3757] lr: 1.000e-02, eta: 5 days, 18:10:12, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3673, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.4068, loss: 3.7741, grad_norm: 6.4817 2021-07-04 05:16:42,790 - mmaction - INFO - Epoch [27][3540/3757] lr: 1.000e-02, eta: 5 days, 18:09:51, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3533, top1_acc: 0.4828, top5_acc: 0.6992, loss_cls: 2.3314, loss: 3.6847, grad_norm: 6.4174 2021-07-04 05:17:04,547 - mmaction - INFO - Epoch [27][3560/3757] lr: 1.000e-02, eta: 5 days, 18:09:31, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.3267, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.2823, loss: 3.6090, grad_norm: 6.4925 2021-07-04 05:17:26,400 - mmaction - INFO - Epoch [27][3580/3757] lr: 1.000e-02, eta: 5 days, 18:09:11, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.3673, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3372, loss: 3.7046, grad_norm: 6.4516 2021-07-04 05:17:47,652 - mmaction - INFO - Epoch [27][3600/3757] lr: 1.000e-02, eta: 5 days, 18:08:48, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3615, top1_acc: 0.4664, top5_acc: 0.6906, loss_cls: 2.4420, loss: 3.8035, grad_norm: 6.5747 2021-07-04 05:18:08,868 - mmaction - INFO - Epoch [27][3620/3757] lr: 1.000e-02, eta: 5 days, 18:08:25, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3352, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.3318, loss: 3.6669, grad_norm: 6.4662 2021-07-04 05:18:31,403 - mmaction - INFO - Epoch [27][3640/3757] lr: 1.000e-02, eta: 5 days, 18:08:08, time: 1.128, data_time: 0.083, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4781, top5_acc: 0.7023, loss_cls: 2.2842, loss: 3.6018, grad_norm: 6.4553 2021-07-04 05:18:52,535 - mmaction - INFO - Epoch [27][3660/3757] lr: 1.000e-02, eta: 5 days, 18:07:45, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3961, top1_acc: 0.4594, top5_acc: 0.7078, loss_cls: 2.3868, loss: 3.7828, grad_norm: 6.4960 2021-07-04 05:19:13,692 - mmaction - INFO - Epoch [27][3680/3757] lr: 1.000e-02, eta: 5 days, 18:07:22, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3655, top1_acc: 0.4539, top5_acc: 0.7117, loss_cls: 2.3575, loss: 3.7230, grad_norm: 6.4716 2021-07-04 05:19:35,138 - mmaction - INFO - Epoch [27][3700/3757] lr: 1.000e-02, eta: 5 days, 18:07:00, time: 1.073, data_time: 0.025, memory: 6921, loss_aux: 1.3545, top1_acc: 0.4648, top5_acc: 0.7172, loss_cls: 2.3366, loss: 3.6912, grad_norm: 6.5488 2021-07-04 05:19:56,569 - mmaction - INFO - Epoch [27][3720/3757] lr: 1.000e-02, eta: 5 days, 18:06:38, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 1.3313, top1_acc: 0.4703, top5_acc: 0.7070, loss_cls: 2.3102, loss: 3.6415, grad_norm: 6.2599 2021-07-04 05:20:18,127 - mmaction - INFO - Epoch [27][3740/3757] lr: 1.000e-02, eta: 5 days, 18:06:17, time: 1.078, data_time: 0.016, memory: 6921, loss_aux: 1.3139, top1_acc: 0.4859, top5_acc: 0.7211, loss_cls: 2.2610, loss: 3.5748, grad_norm: 6.3159 2021-07-04 05:20:36,831 - mmaction - INFO - Saving checkpoint at 27 epochs 2021-07-04 05:21:40,047 - mmaction - INFO - Epoch [28][20/3757] lr: 1.000e-02, eta: 5 days, 18:07:16, time: 3.080, data_time: 2.062, memory: 6921, loss_aux: 1.3404, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.3069, loss: 3.6472, grad_norm: 6.3630 2021-07-04 05:22:01,865 - mmaction - INFO - Epoch [28][40/3757] lr: 1.000e-02, eta: 5 days, 18:06:56, time: 1.091, data_time: 0.067, memory: 6921, loss_aux: 1.3519, top1_acc: 0.4773, top5_acc: 0.7000, loss_cls: 2.3591, loss: 3.7110, grad_norm: 6.2916 2021-07-04 05:22:23,028 - mmaction - INFO - Epoch [28][60/3757] lr: 1.000e-02, eta: 5 days, 18:06:33, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3993, top1_acc: 0.4625, top5_acc: 0.6766, loss_cls: 2.4389, loss: 3.8382, grad_norm: 6.5007 2021-07-04 05:22:44,236 - mmaction - INFO - Epoch [28][80/3757] lr: 1.000e-02, eta: 5 days, 18:06:10, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3674, top1_acc: 0.4547, top5_acc: 0.7148, loss_cls: 2.3760, loss: 3.7434, grad_norm: 6.6697 2021-07-04 05:23:05,426 - mmaction - INFO - Epoch [28][100/3757] lr: 1.000e-02, eta: 5 days, 18:05:47, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3424, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.3013, loss: 3.6437, grad_norm: 6.5446 2021-07-04 05:23:27,105 - mmaction - INFO - Epoch [28][120/3757] lr: 1.000e-02, eta: 5 days, 18:05:26, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.3522, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.3564, loss: 3.7086, grad_norm: 6.6250 2021-07-04 05:23:48,056 - mmaction - INFO - Epoch [28][140/3757] lr: 1.000e-02, eta: 5 days, 18:05:02, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.3707, top1_acc: 0.4758, top5_acc: 0.7070, loss_cls: 2.3299, loss: 3.7006, grad_norm: 6.3836 2021-07-04 05:24:09,225 - mmaction - INFO - Epoch [28][160/3757] lr: 1.000e-02, eta: 5 days, 18:04:39, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2879, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.2387, loss: 3.5266, grad_norm: 6.3327 2021-07-04 05:24:30,735 - mmaction - INFO - Epoch [28][180/3757] lr: 1.000e-02, eta: 5 days, 18:04:17, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.3447, top1_acc: 0.4836, top5_acc: 0.7195, loss_cls: 2.2924, loss: 3.6371, grad_norm: 6.5217 2021-07-04 05:24:51,944 - mmaction - INFO - Epoch [28][200/3757] lr: 1.000e-02, eta: 5 days, 18:03:54, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3331, top1_acc: 0.4727, top5_acc: 0.7438, loss_cls: 2.2715, loss: 3.6046, grad_norm: 6.5929 2021-07-04 05:25:12,889 - mmaction - INFO - Epoch [28][220/3757] lr: 1.000e-02, eta: 5 days, 18:03:30, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3841, top1_acc: 0.4453, top5_acc: 0.6844, loss_cls: 2.4759, loss: 3.8600, grad_norm: 6.5924 2021-07-04 05:25:34,572 - mmaction - INFO - Epoch [28][240/3757] lr: 1.000e-02, eta: 5 days, 18:03:10, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4891, top5_acc: 0.7164, loss_cls: 2.2749, loss: 3.5962, grad_norm: 6.1798 2021-07-04 05:25:55,628 - mmaction - INFO - Epoch [28][260/3757] lr: 1.000e-02, eta: 5 days, 18:02:46, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3440, top1_acc: 0.4680, top5_acc: 0.6984, loss_cls: 2.3545, loss: 3.6985, grad_norm: 6.3718 2021-07-04 05:26:16,645 - mmaction - INFO - Epoch [28][280/3757] lr: 1.000e-02, eta: 5 days, 18:02:22, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3369, top1_acc: 0.4781, top5_acc: 0.7063, loss_cls: 2.3326, loss: 3.6695, grad_norm: 6.4367 2021-07-04 05:26:38,304 - mmaction - INFO - Epoch [28][300/3757] lr: 1.000e-02, eta: 5 days, 18:02:01, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3428, top1_acc: 0.4547, top5_acc: 0.7180, loss_cls: 2.3236, loss: 3.6664, grad_norm: 6.7199 2021-07-04 05:26:59,622 - mmaction - INFO - Epoch [28][320/3757] lr: 1.000e-02, eta: 5 days, 18:01:39, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3739, top1_acc: 0.4578, top5_acc: 0.7125, loss_cls: 2.3536, loss: 3.7275, grad_norm: 6.5485 2021-07-04 05:27:21,210 - mmaction - INFO - Epoch [28][340/3757] lr: 1.000e-02, eta: 5 days, 18:01:18, time: 1.080, data_time: 0.033, memory: 6921, loss_aux: 1.3576, top1_acc: 0.4547, top5_acc: 0.6961, loss_cls: 2.3738, loss: 3.7314, grad_norm: 6.3467 2021-07-04 05:27:42,846 - mmaction - INFO - Epoch [28][360/3757] lr: 1.000e-02, eta: 5 days, 18:00:56, time: 1.081, data_time: 0.036, memory: 6921, loss_aux: 1.3460, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2875, loss: 3.6336, grad_norm: 6.4399 2021-07-04 05:28:04,451 - mmaction - INFO - Epoch [28][380/3757] lr: 1.000e-02, eta: 5 days, 18:00:35, time: 1.081, data_time: 0.035, memory: 6921, loss_aux: 1.3417, top1_acc: 0.4586, top5_acc: 0.6891, loss_cls: 2.3702, loss: 3.7120, grad_norm: 6.5168 2021-07-04 05:28:25,568 - mmaction - INFO - Epoch [28][400/3757] lr: 1.000e-02, eta: 5 days, 18:00:12, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3290, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.3098, loss: 3.6387, grad_norm: 6.3970 2021-07-04 05:28:46,685 - mmaction - INFO - Epoch [28][420/3757] lr: 1.000e-02, eta: 5 days, 17:59:49, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3605, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.3062, loss: 3.6666, grad_norm: 6.4665 2021-07-04 05:29:07,942 - mmaction - INFO - Epoch [28][440/3757] lr: 1.000e-02, eta: 5 days, 17:59:26, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3373, top1_acc: 0.4930, top5_acc: 0.7164, loss_cls: 2.3113, loss: 3.6486, grad_norm: 6.5518 2021-07-04 05:29:29,174 - mmaction - INFO - Epoch [28][460/3757] lr: 1.000e-02, eta: 5 days, 17:59:03, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3167, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.2762, loss: 3.5929, grad_norm: 6.4182 2021-07-04 05:29:50,717 - mmaction - INFO - Epoch [28][480/3757] lr: 1.000e-02, eta: 5 days, 17:58:42, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.3270, top1_acc: 0.4734, top5_acc: 0.7047, loss_cls: 2.2869, loss: 3.6138, grad_norm: 6.5685 2021-07-04 05:30:12,336 - mmaction - INFO - Epoch [28][500/3757] lr: 1.000e-02, eta: 5 days, 17:58:20, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.3312, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.2948, loss: 3.6260, grad_norm: 6.5727 2021-07-04 05:30:33,453 - mmaction - INFO - Epoch [28][520/3757] lr: 1.000e-02, eta: 5 days, 17:57:57, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3227, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2988, loss: 3.6215, grad_norm: 6.3795 2021-07-04 05:30:54,668 - mmaction - INFO - Epoch [28][540/3757] lr: 1.000e-02, eta: 5 days, 17:57:34, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3436, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.3213, loss: 3.6649, grad_norm: 6.3865 2021-07-04 05:31:16,264 - mmaction - INFO - Epoch [28][560/3757] lr: 1.000e-02, eta: 5 days, 17:57:13, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3208, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.2892, loss: 3.6100, grad_norm: 6.3372 2021-07-04 05:31:37,412 - mmaction - INFO - Epoch [28][580/3757] lr: 1.000e-02, eta: 5 days, 17:56:50, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3834, top1_acc: 0.4570, top5_acc: 0.6953, loss_cls: 2.4049, loss: 3.7883, grad_norm: 6.4295 2021-07-04 05:31:58,367 - mmaction - INFO - Epoch [28][600/3757] lr: 1.000e-02, eta: 5 days, 17:56:26, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3259, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3072, loss: 3.6331, grad_norm: 6.5472 2021-07-04 05:32:19,821 - mmaction - INFO - Epoch [28][620/3757] lr: 1.000e-02, eta: 5 days, 17:56:04, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.3500, top1_acc: 0.4492, top5_acc: 0.7180, loss_cls: 2.3365, loss: 3.6865, grad_norm: 6.5778 2021-07-04 05:32:41,039 - mmaction - INFO - Epoch [28][640/3757] lr: 1.000e-02, eta: 5 days, 17:55:41, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2889, top1_acc: 0.5070, top5_acc: 0.7305, loss_cls: 2.2193, loss: 3.5082, grad_norm: 6.3362 2021-07-04 05:33:02,693 - mmaction - INFO - Epoch [28][660/3757] lr: 1.000e-02, eta: 5 days, 17:55:20, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3860, top1_acc: 0.4656, top5_acc: 0.6977, loss_cls: 2.3980, loss: 3.7840, grad_norm: 6.6381 2021-07-04 05:33:23,949 - mmaction - INFO - Epoch [28][680/3757] lr: 1.000e-02, eta: 5 days, 17:54:57, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3332, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.2777, loss: 3.6109, grad_norm: 6.5276 2021-07-04 05:33:45,030 - mmaction - INFO - Epoch [28][700/3757] lr: 1.000e-02, eta: 5 days, 17:54:34, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2854, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2390, loss: 3.5244, grad_norm: 6.1718 2021-07-04 05:34:06,271 - mmaction - INFO - Epoch [28][720/3757] lr: 1.000e-02, eta: 5 days, 17:54:11, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3498, top1_acc: 0.4742, top5_acc: 0.6984, loss_cls: 2.3254, loss: 3.6752, grad_norm: 6.4488 2021-07-04 05:34:27,940 - mmaction - INFO - Epoch [28][740/3757] lr: 1.000e-02, eta: 5 days, 17:53:50, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3802, top1_acc: 0.4680, top5_acc: 0.7023, loss_cls: 2.4034, loss: 3.7837, grad_norm: 6.6960 2021-07-04 05:34:49,307 - mmaction - INFO - Epoch [28][760/3757] lr: 1.000e-02, eta: 5 days, 17:53:28, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3307, top1_acc: 0.4766, top5_acc: 0.7211, loss_cls: 2.3149, loss: 3.6457, grad_norm: 6.5297 2021-07-04 05:35:10,534 - mmaction - INFO - Epoch [28][780/3757] lr: 1.000e-02, eta: 5 days, 17:53:05, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3194, top1_acc: 0.4836, top5_acc: 0.7031, loss_cls: 2.3166, loss: 3.6360, grad_norm: 6.3521 2021-07-04 05:35:31,510 - mmaction - INFO - Epoch [28][800/3757] lr: 1.000e-02, eta: 5 days, 17:52:41, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3963, top1_acc: 0.4539, top5_acc: 0.7070, loss_cls: 2.3669, loss: 3.7632, grad_norm: 6.3369 2021-07-04 05:35:52,553 - mmaction - INFO - Epoch [28][820/3757] lr: 1.000e-02, eta: 5 days, 17:52:18, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3606, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3100, loss: 3.6706, grad_norm: 6.5028 2021-07-04 05:36:13,701 - mmaction - INFO - Epoch [28][840/3757] lr: 1.000e-02, eta: 5 days, 17:51:55, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3347, top1_acc: 0.4750, top5_acc: 0.7289, loss_cls: 2.2499, loss: 3.5846, grad_norm: 6.4797 2021-07-04 05:36:35,279 - mmaction - INFO - Epoch [28][860/3757] lr: 1.000e-02, eta: 5 days, 17:51:33, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.3623, top1_acc: 0.4773, top5_acc: 0.7055, loss_cls: 2.3641, loss: 3.7264, grad_norm: 6.3885 2021-07-04 05:36:56,126 - mmaction - INFO - Epoch [28][880/3757] lr: 1.000e-02, eta: 5 days, 17:51:09, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.3301, top1_acc: 0.4820, top5_acc: 0.7133, loss_cls: 2.3189, loss: 3.6490, grad_norm: 6.4944 2021-07-04 05:37:17,791 - mmaction - INFO - Epoch [28][900/3757] lr: 1.000e-02, eta: 5 days, 17:50:48, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.3186, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2530, loss: 3.5717, grad_norm: 6.4637 2021-07-04 05:37:38,764 - mmaction - INFO - Epoch [28][920/3757] lr: 1.000e-02, eta: 5 days, 17:50:24, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3250, top1_acc: 0.4758, top5_acc: 0.7063, loss_cls: 2.3479, loss: 3.6729, grad_norm: 6.4433 2021-07-04 05:37:59,849 - mmaction - INFO - Epoch [28][940/3757] lr: 1.000e-02, eta: 5 days, 17:50:00, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3527, top1_acc: 0.4617, top5_acc: 0.7156, loss_cls: 2.3436, loss: 3.6964, grad_norm: 6.5109 2021-07-04 05:38:20,991 - mmaction - INFO - Epoch [28][960/3757] lr: 1.000e-02, eta: 5 days, 17:49:37, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2658, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1698, loss: 3.4356, grad_norm: 6.3862 2021-07-04 05:38:41,867 - mmaction - INFO - Epoch [28][980/3757] lr: 1.000e-02, eta: 5 days, 17:49:13, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 1.3524, top1_acc: 0.4508, top5_acc: 0.7148, loss_cls: 2.3703, loss: 3.7227, grad_norm: 6.7345 2021-07-04 05:39:02,926 - mmaction - INFO - Epoch [28][1000/3757] lr: 1.000e-02, eta: 5 days, 17:48:49, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3697, top1_acc: 0.4477, top5_acc: 0.6914, loss_cls: 2.3750, loss: 3.7447, grad_norm: 6.6280 2021-07-04 05:39:24,282 - mmaction - INFO - Epoch [28][1020/3757] lr: 1.000e-02, eta: 5 days, 17:48:27, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3391, top1_acc: 0.4977, top5_acc: 0.7031, loss_cls: 2.3421, loss: 3.6812, grad_norm: 6.4475 2021-07-04 05:39:45,345 - mmaction - INFO - Epoch [28][1040/3757] lr: 1.000e-02, eta: 5 days, 17:48:03, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.3347, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2912, loss: 3.6259, grad_norm: 6.4903 2021-07-04 05:40:06,623 - mmaction - INFO - Epoch [28][1060/3757] lr: 1.000e-02, eta: 5 days, 17:47:41, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3447, top1_acc: 0.4586, top5_acc: 0.7117, loss_cls: 2.3348, loss: 3.6795, grad_norm: 6.6359 2021-07-04 05:40:28,186 - mmaction - INFO - Epoch [28][1080/3757] lr: 1.000e-02, eta: 5 days, 17:47:19, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.3394, top1_acc: 0.4922, top5_acc: 0.7141, loss_cls: 2.3339, loss: 3.6733, grad_norm: 6.4599 2021-07-04 05:40:49,693 - mmaction - INFO - Epoch [28][1100/3757] lr: 1.000e-02, eta: 5 days, 17:46:58, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.3002, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2669, loss: 3.5671, grad_norm: 6.4812 2021-07-04 05:41:11,140 - mmaction - INFO - Epoch [28][1120/3757] lr: 1.000e-02, eta: 5 days, 17:46:36, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3273, top1_acc: 0.4648, top5_acc: 0.7188, loss_cls: 2.2997, loss: 3.6270, grad_norm: 6.5321 2021-07-04 05:41:32,191 - mmaction - INFO - Epoch [28][1140/3757] lr: 1.000e-02, eta: 5 days, 17:46:12, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3180, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.3275, loss: 3.6455, grad_norm: 6.6270 2021-07-04 05:41:53,148 - mmaction - INFO - Epoch [28][1160/3757] lr: 1.000e-02, eta: 5 days, 17:45:48, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.3466, top1_acc: 0.4664, top5_acc: 0.7141, loss_cls: 2.3362, loss: 3.6828, grad_norm: 6.5361 2021-07-04 05:42:14,225 - mmaction - INFO - Epoch [28][1180/3757] lr: 1.000e-02, eta: 5 days, 17:45:25, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.2921, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.2042, loss: 3.4963, grad_norm: 6.3817 2021-07-04 05:42:35,801 - mmaction - INFO - Epoch [28][1200/3757] lr: 1.000e-02, eta: 5 days, 17:45:03, time: 1.078, data_time: 0.040, memory: 6921, loss_aux: 1.3375, top1_acc: 0.4820, top5_acc: 0.7047, loss_cls: 2.3166, loss: 3.6541, grad_norm: 6.5332 2021-07-04 05:42:57,197 - mmaction - INFO - Epoch [28][1220/3757] lr: 1.000e-02, eta: 5 days, 17:44:41, time: 1.069, data_time: 0.017, memory: 6921, loss_aux: 1.3357, top1_acc: 0.4656, top5_acc: 0.7188, loss_cls: 2.3012, loss: 3.6369, grad_norm: 6.7300 2021-07-04 05:43:19,483 - mmaction - INFO - Epoch [28][1240/3757] lr: 1.000e-02, eta: 5 days, 17:44:23, time: 1.117, data_time: 0.085, memory: 6921, loss_aux: 1.3684, top1_acc: 0.4602, top5_acc: 0.6937, loss_cls: 2.3835, loss: 3.7520, grad_norm: 6.6431 2021-07-04 05:43:40,488 - mmaction - INFO - Epoch [28][1260/3757] lr: 1.000e-02, eta: 5 days, 17:44:00, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2962, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.2162, loss: 3.5124, grad_norm: 6.4321 2021-07-04 05:44:01,590 - mmaction - INFO - Epoch [28][1280/3757] lr: 1.000e-02, eta: 5 days, 17:43:36, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3282, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.2595, loss: 3.5878, grad_norm: 6.4192 2021-07-04 05:44:22,662 - mmaction - INFO - Epoch [28][1300/3757] lr: 1.000e-02, eta: 5 days, 17:43:13, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3359, top1_acc: 0.4789, top5_acc: 0.7086, loss_cls: 2.3099, loss: 3.6458, grad_norm: 6.1153 2021-07-04 05:44:43,898 - mmaction - INFO - Epoch [28][1320/3757] lr: 1.000e-02, eta: 5 days, 17:42:50, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2787, top1_acc: 0.4984, top5_acc: 0.7258, loss_cls: 2.2365, loss: 3.5152, grad_norm: 6.3805 2021-07-04 05:45:05,309 - mmaction - INFO - Epoch [28][1340/3757] lr: 1.000e-02, eta: 5 days, 17:42:28, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.3355, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.3481, loss: 3.6836, grad_norm: 6.6867 2021-07-04 05:45:26,952 - mmaction - INFO - Epoch [28][1360/3757] lr: 1.000e-02, eta: 5 days, 17:42:07, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 1.3417, top1_acc: 0.4625, top5_acc: 0.7055, loss_cls: 2.3570, loss: 3.6986, grad_norm: 6.5739 2021-07-04 05:45:49,056 - mmaction - INFO - Epoch [28][1380/3757] lr: 1.000e-02, eta: 5 days, 17:41:48, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.3671, top1_acc: 0.4625, top5_acc: 0.7047, loss_cls: 2.3592, loss: 3.7263, grad_norm: 6.4477 2021-07-04 05:46:10,195 - mmaction - INFO - Epoch [28][1400/3757] lr: 1.000e-02, eta: 5 days, 17:41:25, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2905, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2139, loss: 3.5044, grad_norm: 6.3303 2021-07-04 05:46:31,227 - mmaction - INFO - Epoch [28][1420/3757] lr: 1.000e-02, eta: 5 days, 17:41:01, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3402, top1_acc: 0.4719, top5_acc: 0.7063, loss_cls: 2.3007, loss: 3.6409, grad_norm: 6.2588 2021-07-04 05:46:52,473 - mmaction - INFO - Epoch [28][1440/3757] lr: 1.000e-02, eta: 5 days, 17:40:38, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3539, top1_acc: 0.4664, top5_acc: 0.7094, loss_cls: 2.3496, loss: 3.7035, grad_norm: 6.4666 2021-07-04 05:47:13,778 - mmaction - INFO - Epoch [28][1460/3757] lr: 1.000e-02, eta: 5 days, 17:40:16, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3530, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3110, loss: 3.6640, grad_norm: 6.6670 2021-07-04 05:47:35,249 - mmaction - INFO - Epoch [28][1480/3757] lr: 1.000e-02, eta: 5 days, 17:39:54, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.3773, top1_acc: 0.4648, top5_acc: 0.7047, loss_cls: 2.3740, loss: 3.7514, grad_norm: 6.7758 2021-07-04 05:47:56,464 - mmaction - INFO - Epoch [28][1500/3757] lr: 1.000e-02, eta: 5 days, 17:39:31, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3551, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.3601, loss: 3.7152, grad_norm: 6.4719 2021-07-04 05:48:17,731 - mmaction - INFO - Epoch [28][1520/3757] lr: 1.000e-02, eta: 5 days, 17:39:09, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3146, top1_acc: 0.4758, top5_acc: 0.7281, loss_cls: 2.2636, loss: 3.5782, grad_norm: 6.4125 2021-07-04 05:48:39,092 - mmaction - INFO - Epoch [28][1540/3757] lr: 1.000e-02, eta: 5 days, 17:38:46, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.3474, top1_acc: 0.4805, top5_acc: 0.7141, loss_cls: 2.3251, loss: 3.6725, grad_norm: 6.5500 2021-07-04 05:49:00,265 - mmaction - INFO - Epoch [28][1560/3757] lr: 1.000e-02, eta: 5 days, 17:38:23, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2979, top1_acc: 0.5016, top5_acc: 0.7203, loss_cls: 2.2037, loss: 3.5016, grad_norm: 6.5833 2021-07-04 05:49:21,506 - mmaction - INFO - Epoch [28][1580/3757] lr: 1.000e-02, eta: 5 days, 17:38:01, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2913, top1_acc: 0.4891, top5_acc: 0.7156, loss_cls: 2.2645, loss: 3.5557, grad_norm: 6.5317 2021-07-04 05:49:43,027 - mmaction - INFO - Epoch [28][1600/3757] lr: 1.000e-02, eta: 5 days, 17:37:39, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.3151, top1_acc: 0.4906, top5_acc: 0.7297, loss_cls: 2.2459, loss: 3.5610, grad_norm: 6.4063 2021-07-04 05:50:04,090 - mmaction - INFO - Epoch [28][1620/3757] lr: 1.000e-02, eta: 5 days, 17:37:15, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3829, top1_acc: 0.4641, top5_acc: 0.6961, loss_cls: 2.3873, loss: 3.7702, grad_norm: 6.6118 2021-07-04 05:50:25,237 - mmaction - INFO - Epoch [28][1640/3757] lr: 1.000e-02, eta: 5 days, 17:36:52, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3123, top1_acc: 0.4992, top5_acc: 0.7109, loss_cls: 2.2598, loss: 3.5721, grad_norm: 6.5495 2021-07-04 05:50:47,585 - mmaction - INFO - Epoch [28][1660/3757] lr: 1.000e-02, eta: 5 days, 17:36:34, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 1.3501, top1_acc: 0.4453, top5_acc: 0.7156, loss_cls: 2.3081, loss: 3.6582, grad_norm: 6.4150 2021-07-04 05:51:09,119 - mmaction - INFO - Epoch [28][1680/3757] lr: 1.000e-02, eta: 5 days, 17:36:13, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.3192, top1_acc: 0.4695, top5_acc: 0.7320, loss_cls: 2.2682, loss: 3.5875, grad_norm: 6.6236 2021-07-04 05:51:30,295 - mmaction - INFO - Epoch [28][1700/3757] lr: 1.000e-02, eta: 5 days, 17:35:50, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3384, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2774, loss: 3.6158, grad_norm: 6.4280 2021-07-04 05:51:51,631 - mmaction - INFO - Epoch [28][1720/3757] lr: 1.000e-02, eta: 5 days, 17:35:28, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3132, top1_acc: 0.4742, top5_acc: 0.7148, loss_cls: 2.3458, loss: 3.6591, grad_norm: 6.4712 2021-07-04 05:52:12,888 - mmaction - INFO - Epoch [28][1740/3757] lr: 1.000e-02, eta: 5 days, 17:35:05, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3573, top1_acc: 0.4688, top5_acc: 0.7008, loss_cls: 2.3421, loss: 3.6994, grad_norm: 6.4977 2021-07-04 05:52:33,953 - mmaction - INFO - Epoch [28][1760/3757] lr: 1.000e-02, eta: 5 days, 17:34:41, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3643, top1_acc: 0.4578, top5_acc: 0.6891, loss_cls: 2.3806, loss: 3.7448, grad_norm: 6.4388 2021-07-04 05:52:55,119 - mmaction - INFO - Epoch [28][1780/3757] lr: 1.000e-02, eta: 5 days, 17:34:19, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.4084, top1_acc: 0.4516, top5_acc: 0.6773, loss_cls: 2.4775, loss: 3.8859, grad_norm: 6.5314 2021-07-04 05:53:16,348 - mmaction - INFO - Epoch [28][1800/3757] lr: 1.000e-02, eta: 5 days, 17:33:56, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.3618, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.3450, loss: 3.7067, grad_norm: 6.4624 2021-07-04 05:53:38,131 - mmaction - INFO - Epoch [28][1820/3757] lr: 1.000e-02, eta: 5 days, 17:33:35, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.3747, top1_acc: 0.4719, top5_acc: 0.7031, loss_cls: 2.3629, loss: 3.7377, grad_norm: 6.3782 2021-07-04 05:53:59,168 - mmaction - INFO - Epoch [28][1840/3757] lr: 1.000e-02, eta: 5 days, 17:33:11, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3720, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.4042, loss: 3.7762, grad_norm: 6.5328 2021-07-04 05:54:20,367 - mmaction - INFO - Epoch [28][1860/3757] lr: 1.000e-02, eta: 5 days, 17:32:49, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3879, top1_acc: 0.4523, top5_acc: 0.6820, loss_cls: 2.4742, loss: 3.8621, grad_norm: 6.5599 2021-07-04 05:54:41,343 - mmaction - INFO - Epoch [28][1880/3757] lr: 1.000e-02, eta: 5 days, 17:32:25, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2982, top1_acc: 0.4734, top5_acc: 0.7203, loss_cls: 2.2810, loss: 3.5792, grad_norm: 6.3188 2021-07-04 05:55:02,475 - mmaction - INFO - Epoch [28][1900/3757] lr: 1.000e-02, eta: 5 days, 17:32:02, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3348, top1_acc: 0.4922, top5_acc: 0.7148, loss_cls: 2.2675, loss: 3.6023, grad_norm: 6.2972 2021-07-04 05:55:24,378 - mmaction - INFO - Epoch [28][1920/3757] lr: 1.000e-02, eta: 5 days, 17:31:42, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.2845, top1_acc: 0.4852, top5_acc: 0.7156, loss_cls: 2.2273, loss: 3.5117, grad_norm: 6.3384 2021-07-04 05:55:45,602 - mmaction - INFO - Epoch [28][1940/3757] lr: 1.000e-02, eta: 5 days, 17:31:19, time: 1.061, data_time: 0.007, memory: 6921, loss_aux: 1.2901, top1_acc: 0.5070, top5_acc: 0.7281, loss_cls: 2.2218, loss: 3.5119, grad_norm: 6.4062 2021-07-04 05:56:06,795 - mmaction - INFO - Epoch [28][1960/3757] lr: 1.000e-02, eta: 5 days, 17:30:56, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2734, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.1753, loss: 3.4487, grad_norm: 6.3612 2021-07-04 05:56:28,223 - mmaction - INFO - Epoch [28][1980/3757] lr: 1.000e-02, eta: 5 days, 17:30:34, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.3407, top1_acc: 0.4867, top5_acc: 0.6984, loss_cls: 2.3456, loss: 3.6863, grad_norm: 6.3560 2021-07-04 05:56:49,413 - mmaction - INFO - Epoch [28][2000/3757] lr: 1.000e-02, eta: 5 days, 17:30:11, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3161, top1_acc: 0.4680, top5_acc: 0.7078, loss_cls: 2.3178, loss: 3.6339, grad_norm: 6.3012 2021-07-04 05:57:10,965 - mmaction - INFO - Epoch [28][2020/3757] lr: 1.000e-02, eta: 5 days, 17:29:50, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.3005, top1_acc: 0.4906, top5_acc: 0.7180, loss_cls: 2.2643, loss: 3.5647, grad_norm: 6.1881 2021-07-04 05:57:32,204 - mmaction - INFO - Epoch [28][2040/3757] lr: 1.000e-02, eta: 5 days, 17:29:27, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3473, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3686, loss: 3.7159, grad_norm: 6.3186 2021-07-04 05:57:54,129 - mmaction - INFO - Epoch [28][2060/3757] lr: 1.000e-02, eta: 5 days, 17:29:07, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.3802, top1_acc: 0.4547, top5_acc: 0.6891, loss_cls: 2.4658, loss: 3.8459, grad_norm: 6.5081 2021-07-04 05:58:15,007 - mmaction - INFO - Epoch [28][2080/3757] lr: 1.000e-02, eta: 5 days, 17:28:43, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 1.3325, top1_acc: 0.4828, top5_acc: 0.7055, loss_cls: 2.3801, loss: 3.7126, grad_norm: 6.5657 2021-07-04 05:58:36,313 - mmaction - INFO - Epoch [28][2100/3757] lr: 1.000e-02, eta: 5 days, 17:28:20, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.3320, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.3068, loss: 3.6387, grad_norm: 6.4499 2021-07-04 05:58:57,510 - mmaction - INFO - Epoch [28][2120/3757] lr: 1.000e-02, eta: 5 days, 17:27:57, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3350, top1_acc: 0.4898, top5_acc: 0.7125, loss_cls: 2.3356, loss: 3.6707, grad_norm: 6.4735 2021-07-04 05:59:18,636 - mmaction - INFO - Epoch [28][2140/3757] lr: 1.000e-02, eta: 5 days, 17:27:34, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3116, top1_acc: 0.4656, top5_acc: 0.7070, loss_cls: 2.2836, loss: 3.5952, grad_norm: 6.4754 2021-07-04 05:59:39,830 - mmaction - INFO - Epoch [28][2160/3757] lr: 1.000e-02, eta: 5 days, 17:27:11, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3749, top1_acc: 0.4750, top5_acc: 0.6992, loss_cls: 2.3794, loss: 3.7544, grad_norm: 6.4571 2021-07-04 06:00:00,962 - mmaction - INFO - Epoch [28][2180/3757] lr: 1.000e-02, eta: 5 days, 17:26:48, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3479, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2563, loss: 3.6042, grad_norm: 6.3926 2021-07-04 06:00:22,862 - mmaction - INFO - Epoch [28][2200/3757] lr: 1.000e-02, eta: 5 days, 17:26:28, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.3832, top1_acc: 0.4656, top5_acc: 0.7023, loss_cls: 2.4303, loss: 3.8135, grad_norm: 6.4917 2021-07-04 06:00:43,793 - mmaction - INFO - Epoch [28][2220/3757] lr: 1.000e-02, eta: 5 days, 17:26:04, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3705, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.3895, loss: 3.7600, grad_norm: 6.5250 2021-07-04 06:01:04,889 - mmaction - INFO - Epoch [28][2240/3757] lr: 1.000e-02, eta: 5 days, 17:25:41, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3287, top1_acc: 0.4680, top5_acc: 0.7227, loss_cls: 2.3095, loss: 3.6382, grad_norm: 6.5899 2021-07-04 06:01:26,128 - mmaction - INFO - Epoch [28][2260/3757] lr: 1.000e-02, eta: 5 days, 17:25:18, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3524, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.3203, loss: 3.6727, grad_norm: 6.4760 2021-07-04 06:01:47,225 - mmaction - INFO - Epoch [28][2280/3757] lr: 1.000e-02, eta: 5 days, 17:24:55, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3218, top1_acc: 0.4695, top5_acc: 0.7156, loss_cls: 2.2628, loss: 3.5847, grad_norm: 6.5291 2021-07-04 06:02:08,993 - mmaction - INFO - Epoch [28][2300/3757] lr: 1.000e-02, eta: 5 days, 17:24:34, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.3466, top1_acc: 0.4820, top5_acc: 0.7078, loss_cls: 2.2994, loss: 3.6461, grad_norm: 6.4373 2021-07-04 06:02:30,233 - mmaction - INFO - Epoch [28][2320/3757] lr: 1.000e-02, eta: 5 days, 17:24:11, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3253, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2465, loss: 3.5717, grad_norm: 6.3239 2021-07-04 06:02:51,299 - mmaction - INFO - Epoch [28][2340/3757] lr: 1.000e-02, eta: 5 days, 17:23:48, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3423, top1_acc: 0.4648, top5_acc: 0.7016, loss_cls: 2.3686, loss: 3.7108, grad_norm: 6.4683 2021-07-04 06:03:12,449 - mmaction - INFO - Epoch [28][2360/3757] lr: 1.000e-02, eta: 5 days, 17:23:25, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3654, top1_acc: 0.4680, top5_acc: 0.7078, loss_cls: 2.3262, loss: 3.6916, grad_norm: 6.4201 2021-07-04 06:03:33,469 - mmaction - INFO - Epoch [28][2380/3757] lr: 1.000e-02, eta: 5 days, 17:23:01, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3314, top1_acc: 0.4891, top5_acc: 0.7102, loss_cls: 2.3063, loss: 3.6378, grad_norm: 6.4231 2021-07-04 06:03:54,956 - mmaction - INFO - Epoch [28][2400/3757] lr: 1.000e-02, eta: 5 days, 17:22:39, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.3951, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.4317, loss: 3.8268, grad_norm: 6.6904 2021-07-04 06:04:16,146 - mmaction - INFO - Epoch [28][2420/3757] lr: 1.000e-02, eta: 5 days, 17:22:17, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3400, top1_acc: 0.4914, top5_acc: 0.7063, loss_cls: 2.3119, loss: 3.6519, grad_norm: 6.3759 2021-07-04 06:04:37,426 - mmaction - INFO - Epoch [28][2440/3757] lr: 1.000e-02, eta: 5 days, 17:21:54, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3560, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.3339, loss: 3.6899, grad_norm: 6.5990 2021-07-04 06:04:59,358 - mmaction - INFO - Epoch [28][2460/3757] lr: 1.000e-02, eta: 5 days, 17:21:34, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.3486, top1_acc: 0.4656, top5_acc: 0.7203, loss_cls: 2.3525, loss: 3.7011, grad_norm: 6.5051 2021-07-04 06:05:20,537 - mmaction - INFO - Epoch [28][2480/3757] lr: 1.000e-02, eta: 5 days, 17:21:11, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3467, top1_acc: 0.4742, top5_acc: 0.7031, loss_cls: 2.3437, loss: 3.6905, grad_norm: 6.5629 2021-07-04 06:05:42,211 - mmaction - INFO - Epoch [28][2500/3757] lr: 1.000e-02, eta: 5 days, 17:20:50, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.3044, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.2432, loss: 3.5476, grad_norm: 6.3949 2021-07-04 06:06:03,660 - mmaction - INFO - Epoch [28][2520/3757] lr: 1.000e-02, eta: 5 days, 17:20:29, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3314, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.2861, loss: 3.6176, grad_norm: 6.4752 2021-07-04 06:06:24,613 - mmaction - INFO - Epoch [28][2540/3757] lr: 1.000e-02, eta: 5 days, 17:20:05, time: 1.048, data_time: 0.008, memory: 6921, loss_aux: 1.3714, top1_acc: 0.4773, top5_acc: 0.7023, loss_cls: 2.3645, loss: 3.7359, grad_norm: 6.5296 2021-07-04 06:06:45,789 - mmaction - INFO - Epoch [28][2560/3757] lr: 1.000e-02, eta: 5 days, 17:19:41, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3099, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.2685, loss: 3.5784, grad_norm: 6.4360 2021-07-04 06:07:06,866 - mmaction - INFO - Epoch [28][2580/3757] lr: 1.000e-02, eta: 5 days, 17:19:18, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3320, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.2506, loss: 3.5826, grad_norm: 6.2747 2021-07-04 06:07:29,431 - mmaction - INFO - Epoch [28][2600/3757] lr: 1.000e-02, eta: 5 days, 17:19:01, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 1.3947, top1_acc: 0.4617, top5_acc: 0.6992, loss_cls: 2.4395, loss: 3.8342, grad_norm: 6.5496 2021-07-04 06:07:50,634 - mmaction - INFO - Epoch [28][2620/3757] lr: 1.000e-02, eta: 5 days, 17:18:38, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3427, top1_acc: 0.4625, top5_acc: 0.7188, loss_cls: 2.3123, loss: 3.6550, grad_norm: 6.5635 2021-07-04 06:08:11,851 - mmaction - INFO - Epoch [28][2640/3757] lr: 1.000e-02, eta: 5 days, 17:18:15, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3692, top1_acc: 0.4586, top5_acc: 0.7109, loss_cls: 2.3315, loss: 3.7007, grad_norm: 6.6409 2021-07-04 06:08:32,978 - mmaction - INFO - Epoch [28][2660/3757] lr: 1.000e-02, eta: 5 days, 17:17:52, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3887, top1_acc: 0.4680, top5_acc: 0.6922, loss_cls: 2.4125, loss: 3.8013, grad_norm: 6.7115 2021-07-04 06:08:54,485 - mmaction - INFO - Epoch [28][2680/3757] lr: 1.000e-02, eta: 5 days, 17:17:31, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.3255, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.3318, loss: 3.6574, grad_norm: 6.4948 2021-07-04 06:09:15,623 - mmaction - INFO - Epoch [28][2700/3757] lr: 1.000e-02, eta: 5 days, 17:17:08, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3531, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3177, loss: 3.6708, grad_norm: 6.5002 2021-07-04 06:09:36,629 - mmaction - INFO - Epoch [28][2720/3757] lr: 1.000e-02, eta: 5 days, 17:16:44, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3636, top1_acc: 0.4586, top5_acc: 0.7047, loss_cls: 2.3811, loss: 3.7447, grad_norm: 6.6088 2021-07-04 06:09:57,703 - mmaction - INFO - Epoch [28][2740/3757] lr: 1.000e-02, eta: 5 days, 17:16:20, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3281, top1_acc: 0.4773, top5_acc: 0.7125, loss_cls: 2.3229, loss: 3.6510, grad_norm: 6.4935 2021-07-04 06:10:19,081 - mmaction - INFO - Epoch [28][2760/3757] lr: 1.000e-02, eta: 5 days, 17:15:58, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.3250, top1_acc: 0.4930, top5_acc: 0.7164, loss_cls: 2.2576, loss: 3.5826, grad_norm: 6.4401 2021-07-04 06:10:40,331 - mmaction - INFO - Epoch [28][2780/3757] lr: 1.000e-02, eta: 5 days, 17:15:36, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3595, top1_acc: 0.4773, top5_acc: 0.7133, loss_cls: 2.3639, loss: 3.7233, grad_norm: 6.5883 2021-07-04 06:11:02,439 - mmaction - INFO - Epoch [28][2800/3757] lr: 1.000e-02, eta: 5 days, 17:15:16, time: 1.102, data_time: 0.001, memory: 6921, loss_aux: 1.3482, top1_acc: 0.4836, top5_acc: 0.7102, loss_cls: 2.3540, loss: 3.7022, grad_norm: 6.4417 2021-07-04 06:11:23,566 - mmaction - INFO - Epoch [28][2820/3757] lr: 1.000e-02, eta: 5 days, 17:14:53, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3777, top1_acc: 0.4797, top5_acc: 0.7016, loss_cls: 2.3273, loss: 3.7050, grad_norm: 6.6077 2021-07-04 06:11:44,532 - mmaction - INFO - Epoch [28][2840/3757] lr: 1.000e-02, eta: 5 days, 17:14:30, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3358, top1_acc: 0.4883, top5_acc: 0.7094, loss_cls: 2.3248, loss: 3.6606, grad_norm: 6.3958 2021-07-04 06:12:05,750 - mmaction - INFO - Epoch [28][2860/3757] lr: 1.000e-02, eta: 5 days, 17:14:07, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3711, top1_acc: 0.4797, top5_acc: 0.7000, loss_cls: 2.3532, loss: 3.7243, grad_norm: 6.5007 2021-07-04 06:12:26,928 - mmaction - INFO - Epoch [28][2880/3757] lr: 1.000e-02, eta: 5 days, 17:13:43, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3681, top1_acc: 0.4477, top5_acc: 0.6984, loss_cls: 2.3847, loss: 3.7528, grad_norm: 6.5803 2021-07-04 06:12:47,968 - mmaction - INFO - Epoch [28][2900/3757] lr: 1.000e-02, eta: 5 days, 17:13:20, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3158, top1_acc: 0.4844, top5_acc: 0.7141, loss_cls: 2.2814, loss: 3.5972, grad_norm: 6.5252 2021-07-04 06:13:10,291 - mmaction - INFO - Epoch [28][2920/3757] lr: 1.000e-02, eta: 5 days, 17:13:02, time: 1.116, data_time: 0.001, memory: 6921, loss_aux: 1.3399, top1_acc: 0.4750, top5_acc: 0.6891, loss_cls: 2.3475, loss: 3.6874, grad_norm: 6.4148 2021-07-04 06:13:31,416 - mmaction - INFO - Epoch [28][2940/3757] lr: 1.000e-02, eta: 5 days, 17:12:39, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.4015, top1_acc: 0.4539, top5_acc: 0.7008, loss_cls: 2.4227, loss: 3.8241, grad_norm: 6.6047 2021-07-04 06:13:52,778 - mmaction - INFO - Epoch [28][2960/3757] lr: 1.000e-02, eta: 5 days, 17:12:17, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.3274, top1_acc: 0.4836, top5_acc: 0.7039, loss_cls: 2.3191, loss: 3.6464, grad_norm: 6.3824 2021-07-04 06:14:14,696 - mmaction - INFO - Epoch [28][2980/3757] lr: 1.000e-02, eta: 5 days, 17:11:57, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.2993, top1_acc: 0.4969, top5_acc: 0.7141, loss_cls: 2.2338, loss: 3.5331, grad_norm: 6.3348 2021-07-04 06:14:35,637 - mmaction - INFO - Epoch [28][3000/3757] lr: 1.000e-02, eta: 5 days, 17:11:33, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3126, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.2327, loss: 3.5453, grad_norm: 6.3707 2021-07-04 06:14:56,775 - mmaction - INFO - Epoch [28][3020/3757] lr: 1.000e-02, eta: 5 days, 17:11:10, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3570, top1_acc: 0.4617, top5_acc: 0.6969, loss_cls: 2.4012, loss: 3.7582, grad_norm: 6.6311 2021-07-04 06:15:18,042 - mmaction - INFO - Epoch [28][3040/3757] lr: 1.000e-02, eta: 5 days, 17:10:47, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3273, top1_acc: 0.4867, top5_acc: 0.7383, loss_cls: 2.2164, loss: 3.5438, grad_norm: 6.5270 2021-07-04 06:15:39,150 - mmaction - INFO - Epoch [28][3060/3757] lr: 1.000e-02, eta: 5 days, 17:10:24, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3114, top1_acc: 0.4930, top5_acc: 0.7203, loss_cls: 2.2198, loss: 3.5312, grad_norm: 6.3875 2021-07-04 06:16:01,170 - mmaction - INFO - Epoch [28][3080/3757] lr: 1.000e-02, eta: 5 days, 17:10:04, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.3870, top1_acc: 0.4422, top5_acc: 0.6961, loss_cls: 2.4349, loss: 3.8219, grad_norm: 6.4761 2021-07-04 06:16:22,353 - mmaction - INFO - Epoch [28][3100/3757] lr: 1.000e-02, eta: 5 days, 17:09:41, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3844, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.3258, loss: 3.7102, grad_norm: 6.5660 2021-07-04 06:16:44,031 - mmaction - INFO - Epoch [28][3120/3757] lr: 1.000e-02, eta: 5 days, 17:09:21, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.3050, top1_acc: 0.4781, top5_acc: 0.7180, loss_cls: 2.2518, loss: 3.5568, grad_norm: 6.2072 2021-07-04 06:17:05,002 - mmaction - INFO - Epoch [28][3140/3757] lr: 1.000e-02, eta: 5 days, 17:08:57, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3367, top1_acc: 0.4641, top5_acc: 0.6969, loss_cls: 2.3447, loss: 3.6814, grad_norm: 6.3623 2021-07-04 06:17:25,952 - mmaction - INFO - Epoch [28][3160/3757] lr: 1.000e-02, eta: 5 days, 17:08:33, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3710, top1_acc: 0.4859, top5_acc: 0.7141, loss_cls: 2.3390, loss: 3.7100, grad_norm: 6.4663 2021-07-04 06:17:47,811 - mmaction - INFO - Epoch [28][3180/3757] lr: 1.000e-02, eta: 5 days, 17:08:13, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.3191, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2467, loss: 3.5658, grad_norm: 6.4311 2021-07-04 06:18:08,734 - mmaction - INFO - Epoch [28][3200/3757] lr: 1.000e-02, eta: 5 days, 17:07:49, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3727, top1_acc: 0.4695, top5_acc: 0.7078, loss_cls: 2.3908, loss: 3.7635, grad_norm: 6.5410 2021-07-04 06:18:29,773 - mmaction - INFO - Epoch [28][3220/3757] lr: 1.000e-02, eta: 5 days, 17:07:25, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3613, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.3657, loss: 3.7271, grad_norm: 6.6309 2021-07-04 06:18:50,876 - mmaction - INFO - Epoch [28][3240/3757] lr: 1.000e-02, eta: 5 days, 17:07:02, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3690, top1_acc: 0.4648, top5_acc: 0.6797, loss_cls: 2.3994, loss: 3.7684, grad_norm: 6.3803 2021-07-04 06:19:12,034 - mmaction - INFO - Epoch [28][3260/3757] lr: 1.000e-02, eta: 5 days, 17:06:39, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.4026, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.4251, loss: 3.8277, grad_norm: 6.3398 2021-07-04 06:19:33,320 - mmaction - INFO - Epoch [28][3280/3757] lr: 1.000e-02, eta: 5 days, 17:06:16, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3215, top1_acc: 0.4828, top5_acc: 0.7336, loss_cls: 2.2661, loss: 3.5876, grad_norm: 6.5753 2021-07-04 06:19:54,690 - mmaction - INFO - Epoch [28][3300/3757] lr: 1.000e-02, eta: 5 days, 17:05:54, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2978, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2596, loss: 3.5574, grad_norm: 6.4584 2021-07-04 06:20:15,663 - mmaction - INFO - Epoch [28][3320/3757] lr: 1.000e-02, eta: 5 days, 17:05:30, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.3745, top1_acc: 0.4719, top5_acc: 0.7008, loss_cls: 2.3374, loss: 3.7119, grad_norm: 6.3013 2021-07-04 06:20:37,041 - mmaction - INFO - Epoch [28][3340/3757] lr: 1.000e-02, eta: 5 days, 17:05:08, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3684, top1_acc: 0.4664, top5_acc: 0.6805, loss_cls: 2.3823, loss: 3.7506, grad_norm: 6.2805 2021-07-04 06:20:58,986 - mmaction - INFO - Epoch [28][3360/3757] lr: 1.000e-02, eta: 5 days, 17:04:48, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 1.3422, top1_acc: 0.4844, top5_acc: 0.6953, loss_cls: 2.3109, loss: 3.6531, grad_norm: 6.5990 2021-07-04 06:21:20,511 - mmaction - INFO - Epoch [28][3380/3757] lr: 1.000e-02, eta: 5 days, 17:04:27, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3823, top1_acc: 0.4516, top5_acc: 0.6945, loss_cls: 2.4013, loss: 3.7837, grad_norm: 6.5885 2021-07-04 06:21:41,701 - mmaction - INFO - Epoch [28][3400/3757] lr: 1.000e-02, eta: 5 days, 17:04:04, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3177, top1_acc: 0.4820, top5_acc: 0.7164, loss_cls: 2.2896, loss: 3.6072, grad_norm: 6.3582 2021-07-04 06:22:02,732 - mmaction - INFO - Epoch [28][3420/3757] lr: 1.000e-02, eta: 5 days, 17:03:40, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.3383, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.3630, loss: 3.7013, grad_norm: 6.4736 2021-07-04 06:22:24,109 - mmaction - INFO - Epoch [28][3440/3757] lr: 1.000e-02, eta: 5 days, 17:03:18, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3477, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3480, loss: 3.6957, grad_norm: 6.5524 2021-07-04 06:22:45,379 - mmaction - INFO - Epoch [28][3460/3757] lr: 1.000e-02, eta: 5 days, 17:02:56, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3356, top1_acc: 0.4672, top5_acc: 0.6945, loss_cls: 2.3390, loss: 3.6745, grad_norm: 6.3953 2021-07-04 06:23:06,370 - mmaction - INFO - Epoch [28][3480/3757] lr: 1.000e-02, eta: 5 days, 17:02:32, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3326, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.2968, loss: 3.6295, grad_norm: 6.6097 2021-07-04 06:23:27,437 - mmaction - INFO - Epoch [28][3500/3757] lr: 1.000e-02, eta: 5 days, 17:02:08, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3383, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.2938, loss: 3.6321, grad_norm: 6.4597 2021-07-04 06:23:48,700 - mmaction - INFO - Epoch [28][3520/3757] lr: 1.000e-02, eta: 5 days, 17:01:46, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.2993, top1_acc: 0.4977, top5_acc: 0.7227, loss_cls: 2.2397, loss: 3.5390, grad_norm: 6.6165 2021-07-04 06:24:10,001 - mmaction - INFO - Epoch [28][3540/3757] lr: 1.000e-02, eta: 5 days, 17:01:23, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2689, top1_acc: 0.5188, top5_acc: 0.7172, loss_cls: 2.1655, loss: 3.4345, grad_norm: 6.4588 2021-07-04 06:24:31,070 - mmaction - INFO - Epoch [28][3560/3757] lr: 1.000e-02, eta: 5 days, 17:01:00, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3896, top1_acc: 0.4406, top5_acc: 0.6852, loss_cls: 2.4306, loss: 3.8202, grad_norm: 6.6106 2021-07-04 06:24:52,824 - mmaction - INFO - Epoch [28][3580/3757] lr: 1.000e-02, eta: 5 days, 17:00:39, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.3496, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.3240, loss: 3.6736, grad_norm: 6.4757 2021-07-04 06:25:14,656 - mmaction - INFO - Epoch [28][3600/3757] lr: 1.000e-02, eta: 5 days, 17:00:19, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.4021, top1_acc: 0.4516, top5_acc: 0.6828, loss_cls: 2.4451, loss: 3.8472, grad_norm: 6.5405 2021-07-04 06:25:35,625 - mmaction - INFO - Epoch [28][3620/3757] lr: 1.000e-02, eta: 5 days, 16:59:55, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3339, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.2204, loss: 3.5542, grad_norm: 6.5547 2021-07-04 06:25:56,750 - mmaction - INFO - Epoch [28][3640/3757] lr: 1.000e-02, eta: 5 days, 16:59:32, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3302, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.3118, loss: 3.6421, grad_norm: 6.4384 2021-07-04 06:26:18,210 - mmaction - INFO - Epoch [28][3660/3757] lr: 1.000e-02, eta: 5 days, 16:59:10, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.3566, top1_acc: 0.4758, top5_acc: 0.6992, loss_cls: 2.3577, loss: 3.7143, grad_norm: 6.4093 2021-07-04 06:26:39,304 - mmaction - INFO - Epoch [28][3680/3757] lr: 1.000e-02, eta: 5 days, 16:58:47, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3430, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.3152, loss: 3.6581, grad_norm: 6.4159 2021-07-04 06:27:00,457 - mmaction - INFO - Epoch [28][3700/3757] lr: 1.000e-02, eta: 5 days, 16:58:24, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.3471, top1_acc: 0.4828, top5_acc: 0.6992, loss_cls: 2.3412, loss: 3.6883, grad_norm: 6.5161 2021-07-04 06:27:22,174 - mmaction - INFO - Epoch [28][3720/3757] lr: 1.000e-02, eta: 5 days, 16:58:03, time: 1.086, data_time: 0.029, memory: 6921, loss_aux: 1.3525, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.3565, loss: 3.7090, grad_norm: 6.4716 2021-07-04 06:27:43,301 - mmaction - INFO - Epoch [28][3740/3757] lr: 1.000e-02, eta: 5 days, 16:57:40, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3247, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.2484, loss: 3.5731, grad_norm: 6.4270 2021-07-04 06:28:01,540 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-07-04 06:29:04,046 - mmaction - INFO - Epoch [29][20/3757] lr: 1.000e-02, eta: 5 days, 16:58:32, time: 3.049, data_time: 2.021, memory: 6921, loss_aux: 1.3226, top1_acc: 0.4703, top5_acc: 0.7258, loss_cls: 2.2746, loss: 3.5972, grad_norm: 6.6147 2021-07-04 06:29:24,822 - mmaction - INFO - Epoch [29][40/3757] lr: 1.000e-02, eta: 5 days, 16:58:08, time: 1.038, data_time: 0.002, memory: 6921, loss_aux: 1.2814, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.2018, loss: 3.4832, grad_norm: 6.2667 2021-07-04 06:29:45,804 - mmaction - INFO - Epoch [29][60/3757] lr: 1.000e-02, eta: 5 days, 16:57:44, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2881, top1_acc: 0.4820, top5_acc: 0.7375, loss_cls: 2.2183, loss: 3.5064, grad_norm: 6.5634 2021-07-04 06:30:07,266 - mmaction - INFO - Epoch [29][80/3757] lr: 1.000e-02, eta: 5 days, 16:57:22, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.3185, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2520, loss: 3.5705, grad_norm: 6.4566 2021-07-04 06:30:28,517 - mmaction - INFO - Epoch [29][100/3757] lr: 1.000e-02, eta: 5 days, 16:56:59, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.3416, top1_acc: 0.4734, top5_acc: 0.6969, loss_cls: 2.3465, loss: 3.6880, grad_norm: 6.5493 2021-07-04 06:30:50,606 - mmaction - INFO - Epoch [29][120/3757] lr: 1.000e-02, eta: 5 days, 16:56:40, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.3043, top1_acc: 0.4875, top5_acc: 0.7344, loss_cls: 2.2321, loss: 3.5365, grad_norm: 6.3658 2021-07-04 06:31:12,237 - mmaction - INFO - Epoch [29][140/3757] lr: 1.000e-02, eta: 5 days, 16:56:19, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3569, top1_acc: 0.4828, top5_acc: 0.7039, loss_cls: 2.3219, loss: 3.6788, grad_norm: 6.4390 2021-07-04 06:31:33,247 - mmaction - INFO - Epoch [29][160/3757] lr: 1.000e-02, eta: 5 days, 16:55:55, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3068, top1_acc: 0.4844, top5_acc: 0.7328, loss_cls: 2.2149, loss: 3.5218, grad_norm: 6.4694 2021-07-04 06:31:54,240 - mmaction - INFO - Epoch [29][180/3757] lr: 1.000e-02, eta: 5 days, 16:55:32, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2900, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.1743, loss: 3.4643, grad_norm: 6.4597 2021-07-04 06:32:15,408 - mmaction - INFO - Epoch [29][200/3757] lr: 1.000e-02, eta: 5 days, 16:55:09, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3243, top1_acc: 0.4961, top5_acc: 0.7344, loss_cls: 2.2456, loss: 3.5699, grad_norm: 6.4654 2021-07-04 06:32:36,520 - mmaction - INFO - Epoch [29][220/3757] lr: 1.000e-02, eta: 5 days, 16:54:45, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4656, top5_acc: 0.7125, loss_cls: 2.3380, loss: 3.6593, grad_norm: 6.6588 2021-07-04 06:32:57,524 - mmaction - INFO - Epoch [29][240/3757] lr: 1.000e-02, eta: 5 days, 16:54:22, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3193, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2386, loss: 3.5579, grad_norm: 6.3718 2021-07-04 06:33:18,562 - mmaction - INFO - Epoch [29][260/3757] lr: 1.000e-02, eta: 5 days, 16:53:58, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3457, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.3233, loss: 3.6690, grad_norm: 6.5292 2021-07-04 06:33:39,906 - mmaction - INFO - Epoch [29][280/3757] lr: 1.000e-02, eta: 5 days, 16:53:36, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3514, top1_acc: 0.4680, top5_acc: 0.7133, loss_cls: 2.3293, loss: 3.6807, grad_norm: 6.6659 2021-07-04 06:34:00,958 - mmaction - INFO - Epoch [29][300/3757] lr: 1.000e-02, eta: 5 days, 16:53:12, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3346, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.2969, loss: 3.6316, grad_norm: 6.5721 2021-07-04 06:34:22,426 - mmaction - INFO - Epoch [29][320/3757] lr: 1.000e-02, eta: 5 days, 16:52:51, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.3364, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.3252, loss: 3.6615, grad_norm: 6.6053 2021-07-04 06:34:43,573 - mmaction - INFO - Epoch [29][340/3757] lr: 1.000e-02, eta: 5 days, 16:52:28, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3181, top1_acc: 0.4961, top5_acc: 0.7094, loss_cls: 2.3110, loss: 3.6291, grad_norm: 6.4080 2021-07-04 06:35:04,666 - mmaction - INFO - Epoch [29][360/3757] lr: 1.000e-02, eta: 5 days, 16:52:04, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3660, top1_acc: 0.4680, top5_acc: 0.7125, loss_cls: 2.3452, loss: 3.7112, grad_norm: 6.5628 2021-07-04 06:35:25,838 - mmaction - INFO - Epoch [29][380/3757] lr: 1.000e-02, eta: 5 days, 16:51:41, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3618, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.3628, loss: 3.7247, grad_norm: 6.5537 2021-07-04 06:35:47,094 - mmaction - INFO - Epoch [29][400/3757] lr: 1.000e-02, eta: 5 days, 16:51:18, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3495, top1_acc: 0.4742, top5_acc: 0.7188, loss_cls: 2.2883, loss: 3.6378, grad_norm: 6.5991 2021-07-04 06:36:08,301 - mmaction - INFO - Epoch [29][420/3757] lr: 1.000e-02, eta: 5 days, 16:50:55, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.3172, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.2644, loss: 3.5816, grad_norm: 6.4247 2021-07-04 06:36:30,010 - mmaction - INFO - Epoch [29][440/3757] lr: 1.000e-02, eta: 5 days, 16:50:35, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3043, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.2723, loss: 3.5766, grad_norm: 6.4837 2021-07-04 06:36:51,200 - mmaction - INFO - Epoch [29][460/3757] lr: 1.000e-02, eta: 5 days, 16:50:12, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3032, top1_acc: 0.4859, top5_acc: 0.7172, loss_cls: 2.2567, loss: 3.5599, grad_norm: 6.3862 2021-07-04 06:37:12,421 - mmaction - INFO - Epoch [29][480/3757] lr: 1.000e-02, eta: 5 days, 16:49:49, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3106, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.2584, loss: 3.5690, grad_norm: 6.5108 2021-07-04 06:37:33,423 - mmaction - INFO - Epoch [29][500/3757] lr: 1.000e-02, eta: 5 days, 16:49:25, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.3431, top1_acc: 0.4680, top5_acc: 0.7000, loss_cls: 2.3537, loss: 3.6968, grad_norm: 6.6733 2021-07-04 06:37:54,414 - mmaction - INFO - Epoch [29][520/3757] lr: 1.000e-02, eta: 5 days, 16:49:02, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3614, top1_acc: 0.4602, top5_acc: 0.7000, loss_cls: 2.3794, loss: 3.7408, grad_norm: 6.5012 2021-07-04 06:38:15,686 - mmaction - INFO - Epoch [29][540/3757] lr: 1.000e-02, eta: 5 days, 16:48:39, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3155, top1_acc: 0.4805, top5_acc: 0.7133, loss_cls: 2.2673, loss: 3.5829, grad_norm: 6.5781 2021-07-04 06:38:36,850 - mmaction - INFO - Epoch [29][560/3757] lr: 1.000e-02, eta: 5 days, 16:48:16, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3149, top1_acc: 0.4719, top5_acc: 0.7164, loss_cls: 2.2909, loss: 3.6058, grad_norm: 6.5178 2021-07-04 06:38:57,874 - mmaction - INFO - Epoch [29][580/3757] lr: 1.000e-02, eta: 5 days, 16:47:52, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3653, top1_acc: 0.4562, top5_acc: 0.7023, loss_cls: 2.4004, loss: 3.7656, grad_norm: 6.5591 2021-07-04 06:39:19,056 - mmaction - INFO - Epoch [29][600/3757] lr: 1.000e-02, eta: 5 days, 16:47:29, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3471, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2643, loss: 3.6114, grad_norm: 6.3300 2021-07-04 06:39:40,057 - mmaction - INFO - Epoch [29][620/3757] lr: 1.000e-02, eta: 5 days, 16:47:06, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2931, top1_acc: 0.4906, top5_acc: 0.7109, loss_cls: 2.2699, loss: 3.5630, grad_norm: 6.3732 2021-07-04 06:40:01,203 - mmaction - INFO - Epoch [29][640/3757] lr: 1.000e-02, eta: 5 days, 16:46:42, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3205, top1_acc: 0.4719, top5_acc: 0.7078, loss_cls: 2.2923, loss: 3.6127, grad_norm: 6.5937 2021-07-04 06:40:22,187 - mmaction - INFO - Epoch [29][660/3757] lr: 1.000e-02, eta: 5 days, 16:46:19, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3414, top1_acc: 0.4828, top5_acc: 0.7078, loss_cls: 2.3138, loss: 3.6552, grad_norm: 6.6219 2021-07-04 06:40:43,338 - mmaction - INFO - Epoch [29][680/3757] lr: 1.000e-02, eta: 5 days, 16:45:56, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3308, top1_acc: 0.4813, top5_acc: 0.7070, loss_cls: 2.3310, loss: 3.6618, grad_norm: 6.4795 2021-07-04 06:41:04,729 - mmaction - INFO - Epoch [29][700/3757] lr: 1.000e-02, eta: 5 days, 16:45:34, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3864, top1_acc: 0.4688, top5_acc: 0.6945, loss_cls: 2.3766, loss: 3.7629, grad_norm: 6.5125 2021-07-04 06:41:26,403 - mmaction - INFO - Epoch [29][720/3757] lr: 1.000e-02, eta: 5 days, 16:45:13, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2966, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2505, loss: 3.5472, grad_norm: 6.3952 2021-07-04 06:41:47,575 - mmaction - INFO - Epoch [29][740/3757] lr: 1.000e-02, eta: 5 days, 16:44:50, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3556, top1_acc: 0.4586, top5_acc: 0.6969, loss_cls: 2.3846, loss: 3.7402, grad_norm: 6.4878 2021-07-04 06:42:08,766 - mmaction - INFO - Epoch [29][760/3757] lr: 1.000e-02, eta: 5 days, 16:44:27, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3659, top1_acc: 0.4734, top5_acc: 0.7117, loss_cls: 2.3682, loss: 3.7340, grad_norm: 6.5635 2021-07-04 06:42:30,460 - mmaction - INFO - Epoch [29][780/3757] lr: 1.000e-02, eta: 5 days, 16:44:06, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.3271, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.3629, loss: 3.6900, grad_norm: 6.4054 2021-07-04 06:42:51,702 - mmaction - INFO - Epoch [29][800/3757] lr: 1.000e-02, eta: 5 days, 16:43:43, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3397, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2719, loss: 3.6116, grad_norm: 6.5635 2021-07-04 06:43:12,909 - mmaction - INFO - Epoch [29][820/3757] lr: 1.000e-02, eta: 5 days, 16:43:20, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2865, top1_acc: 0.4961, top5_acc: 0.7219, loss_cls: 2.2250, loss: 3.5115, grad_norm: 6.4689 2021-07-04 06:43:33,981 - mmaction - INFO - Epoch [29][840/3757] lr: 1.000e-02, eta: 5 days, 16:42:57, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3204, top1_acc: 0.4766, top5_acc: 0.7297, loss_cls: 2.2790, loss: 3.5993, grad_norm: 6.5064 2021-07-04 06:43:55,208 - mmaction - INFO - Epoch [29][860/3757] lr: 1.000e-02, eta: 5 days, 16:42:34, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3356, top1_acc: 0.4797, top5_acc: 0.7109, loss_cls: 2.2950, loss: 3.6306, grad_norm: 6.4123 2021-07-04 06:44:16,173 - mmaction - INFO - Epoch [29][880/3757] lr: 1.000e-02, eta: 5 days, 16:42:10, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3638, top1_acc: 0.4766, top5_acc: 0.7195, loss_cls: 2.2974, loss: 3.6612, grad_norm: 6.7640 2021-07-04 06:44:36,995 - mmaction - INFO - Epoch [29][900/3757] lr: 1.000e-02, eta: 5 days, 16:41:46, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.3192, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2738, loss: 3.5929, grad_norm: 6.6894 2021-07-04 06:44:58,944 - mmaction - INFO - Epoch [29][920/3757] lr: 1.000e-02, eta: 5 days, 16:41:26, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.3382, top1_acc: 0.4656, top5_acc: 0.7086, loss_cls: 2.3137, loss: 3.6519, grad_norm: 6.5185 2021-07-04 06:45:20,508 - mmaction - INFO - Epoch [29][940/3757] lr: 1.000e-02, eta: 5 days, 16:41:05, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.3739, top1_acc: 0.4656, top5_acc: 0.6820, loss_cls: 2.4314, loss: 3.8053, grad_norm: 6.3918 2021-07-04 06:45:41,643 - mmaction - INFO - Epoch [29][960/3757] lr: 1.000e-02, eta: 5 days, 16:40:42, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3890, top1_acc: 0.4578, top5_acc: 0.7117, loss_cls: 2.3549, loss: 3.7439, grad_norm: 6.3707 2021-07-04 06:46:03,040 - mmaction - INFO - Epoch [29][980/3757] lr: 1.000e-02, eta: 5 days, 16:40:20, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3383, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3006, loss: 3.6389, grad_norm: 6.3821 2021-07-04 06:46:24,438 - mmaction - INFO - Epoch [29][1000/3757] lr: 1.000e-02, eta: 5 days, 16:39:58, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3423, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.2991, loss: 3.6414, grad_norm: 6.3932 2021-07-04 06:46:45,704 - mmaction - INFO - Epoch [29][1020/3757] lr: 1.000e-02, eta: 5 days, 16:39:35, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3270, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2890, loss: 3.6159, grad_norm: 6.3267 2021-07-04 06:47:06,977 - mmaction - INFO - Epoch [29][1040/3757] lr: 1.000e-02, eta: 5 days, 16:39:13, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3749, top1_acc: 0.4797, top5_acc: 0.7047, loss_cls: 2.3496, loss: 3.7245, grad_norm: 6.5223 2021-07-04 06:47:28,223 - mmaction - INFO - Epoch [29][1060/3757] lr: 1.000e-02, eta: 5 days, 16:38:50, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3537, top1_acc: 0.4641, top5_acc: 0.7102, loss_cls: 2.3209, loss: 3.6746, grad_norm: 6.4322 2021-07-04 06:47:50,728 - mmaction - INFO - Epoch [29][1080/3757] lr: 1.000e-02, eta: 5 days, 16:38:33, time: 1.123, data_time: 0.100, memory: 6921, loss_aux: 1.3110, top1_acc: 0.4602, top5_acc: 0.7141, loss_cls: 2.3011, loss: 3.6121, grad_norm: 6.6411 2021-07-04 06:48:11,962 - mmaction - INFO - Epoch [29][1100/3757] lr: 1.000e-02, eta: 5 days, 16:38:10, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3648, top1_acc: 0.4492, top5_acc: 0.6961, loss_cls: 2.3927, loss: 3.7575, grad_norm: 6.6382 2021-07-04 06:48:33,066 - mmaction - INFO - Epoch [29][1120/3757] lr: 1.000e-02, eta: 5 days, 16:37:47, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3445, top1_acc: 0.4914, top5_acc: 0.7039, loss_cls: 2.3506, loss: 3.6951, grad_norm: 6.3262 2021-07-04 06:48:54,166 - mmaction - INFO - Epoch [29][1140/3757] lr: 1.000e-02, eta: 5 days, 16:37:23, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3307, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2489, loss: 3.5796, grad_norm: 6.4172 2021-07-04 06:49:15,676 - mmaction - INFO - Epoch [29][1160/3757] lr: 1.000e-02, eta: 5 days, 16:37:02, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.3418, top1_acc: 0.4680, top5_acc: 0.6984, loss_cls: 2.3499, loss: 3.6917, grad_norm: 6.3635 2021-07-04 06:49:36,767 - mmaction - INFO - Epoch [29][1180/3757] lr: 1.000e-02, eta: 5 days, 16:36:38, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3316, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2985, loss: 3.6301, grad_norm: 6.5455 2021-07-04 06:49:57,917 - mmaction - INFO - Epoch [29][1200/3757] lr: 1.000e-02, eta: 5 days, 16:36:15, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.3429, top1_acc: 0.4773, top5_acc: 0.6984, loss_cls: 2.3680, loss: 3.7108, grad_norm: 6.4826 2021-07-04 06:50:19,326 - mmaction - INFO - Epoch [29][1220/3757] lr: 1.000e-02, eta: 5 days, 16:35:53, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.3715, top1_acc: 0.4555, top5_acc: 0.7172, loss_cls: 2.3627, loss: 3.7342, grad_norm: 6.4450 2021-07-04 06:50:40,795 - mmaction - INFO - Epoch [29][1240/3757] lr: 1.000e-02, eta: 5 days, 16:35:32, time: 1.071, data_time: 0.020, memory: 6921, loss_aux: 1.3125, top1_acc: 0.4914, top5_acc: 0.7180, loss_cls: 2.2599, loss: 3.5724, grad_norm: 6.4767 2021-07-04 06:51:02,015 - mmaction - INFO - Epoch [29][1260/3757] lr: 1.000e-02, eta: 5 days, 16:35:09, time: 1.063, data_time: 0.020, memory: 6921, loss_aux: 1.3384, top1_acc: 0.4852, top5_acc: 0.7039, loss_cls: 2.3172, loss: 3.6557, grad_norm: 6.5695 2021-07-04 06:51:23,221 - mmaction - INFO - Epoch [29][1280/3757] lr: 1.000e-02, eta: 5 days, 16:34:46, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3553, top1_acc: 0.4680, top5_acc: 0.7188, loss_cls: 2.2861, loss: 3.6414, grad_norm: 6.4660 2021-07-04 06:51:44,332 - mmaction - INFO - Epoch [29][1300/3757] lr: 1.000e-02, eta: 5 days, 16:34:23, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3381, top1_acc: 0.4609, top5_acc: 0.6930, loss_cls: 2.3785, loss: 3.7166, grad_norm: 6.5296 2021-07-04 06:52:05,454 - mmaction - INFO - Epoch [29][1320/3757] lr: 1.000e-02, eta: 5 days, 16:34:00, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.3084, top1_acc: 0.4945, top5_acc: 0.7227, loss_cls: 2.2455, loss: 3.5538, grad_norm: 6.4279 2021-07-04 06:52:26,749 - mmaction - INFO - Epoch [29][1340/3757] lr: 1.000e-02, eta: 5 days, 16:33:37, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3127, top1_acc: 0.4703, top5_acc: 0.7102, loss_cls: 2.2723, loss: 3.5850, grad_norm: 6.4281 2021-07-04 06:52:47,590 - mmaction - INFO - Epoch [29][1360/3757] lr: 1.000e-02, eta: 5 days, 16:33:13, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.3430, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3186, loss: 3.6616, grad_norm: 6.3580 2021-07-04 06:53:08,517 - mmaction - INFO - Epoch [29][1380/3757] lr: 1.000e-02, eta: 5 days, 16:32:49, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3350, top1_acc: 0.4820, top5_acc: 0.7078, loss_cls: 2.2736, loss: 3.6086, grad_norm: 6.4380 2021-07-04 06:53:30,305 - mmaction - INFO - Epoch [29][1400/3757] lr: 1.000e-02, eta: 5 days, 16:32:28, time: 1.089, data_time: 0.020, memory: 6921, loss_aux: 1.3416, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.3166, loss: 3.6582, grad_norm: 6.5697 2021-07-04 06:53:51,284 - mmaction - INFO - Epoch [29][1420/3757] lr: 1.000e-02, eta: 5 days, 16:32:05, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2990, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.2702, loss: 3.5692, grad_norm: 6.5933 2021-07-04 06:54:13,396 - mmaction - INFO - Epoch [29][1440/3757] lr: 1.000e-02, eta: 5 days, 16:31:46, time: 1.106, data_time: 0.009, memory: 6921, loss_aux: 1.3408, top1_acc: 0.4688, top5_acc: 0.7008, loss_cls: 2.3514, loss: 3.6921, grad_norm: 6.5265 2021-07-04 06:54:34,409 - mmaction - INFO - Epoch [29][1460/3757] lr: 1.000e-02, eta: 5 days, 16:31:22, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3527, top1_acc: 0.4633, top5_acc: 0.6852, loss_cls: 2.3964, loss: 3.7490, grad_norm: 6.4640 2021-07-04 06:54:55,930 - mmaction - INFO - Epoch [29][1480/3757] lr: 1.000e-02, eta: 5 days, 16:31:00, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.3508, top1_acc: 0.4766, top5_acc: 0.7039, loss_cls: 2.3525, loss: 3.7034, grad_norm: 6.6335 2021-07-04 06:55:16,962 - mmaction - INFO - Epoch [29][1500/3757] lr: 1.000e-02, eta: 5 days, 16:30:37, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.2962, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2291, loss: 3.5253, grad_norm: 6.4950 2021-07-04 06:55:38,241 - mmaction - INFO - Epoch [29][1520/3757] lr: 1.000e-02, eta: 5 days, 16:30:14, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3510, top1_acc: 0.4695, top5_acc: 0.7164, loss_cls: 2.3342, loss: 3.6852, grad_norm: 6.4406 2021-07-04 06:55:59,358 - mmaction - INFO - Epoch [29][1540/3757] lr: 1.000e-02, eta: 5 days, 16:29:51, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3279, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.3045, loss: 3.6324, grad_norm: 6.4038 2021-07-04 06:56:20,255 - mmaction - INFO - Epoch [29][1560/3757] lr: 1.000e-02, eta: 5 days, 16:29:27, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.2997, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.2540, loss: 3.5537, grad_norm: 6.2944 2021-07-04 06:56:42,249 - mmaction - INFO - Epoch [29][1580/3757] lr: 1.000e-02, eta: 5 days, 16:29:08, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.3327, top1_acc: 0.4758, top5_acc: 0.7305, loss_cls: 2.2929, loss: 3.6256, grad_norm: 6.4781 2021-07-04 06:57:03,755 - mmaction - INFO - Epoch [29][1600/3757] lr: 1.000e-02, eta: 5 days, 16:28:46, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.3302, top1_acc: 0.4766, top5_acc: 0.7219, loss_cls: 2.2799, loss: 3.6101, grad_norm: 6.4415 2021-07-04 06:57:24,738 - mmaction - INFO - Epoch [29][1620/3757] lr: 1.000e-02, eta: 5 days, 16:28:22, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3687, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.3558, loss: 3.7245, grad_norm: 6.4514 2021-07-04 06:57:46,217 - mmaction - INFO - Epoch [29][1640/3757] lr: 1.000e-02, eta: 5 days, 16:28:01, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.3762, top1_acc: 0.4797, top5_acc: 0.7078, loss_cls: 2.3509, loss: 3.7271, grad_norm: 6.3965 2021-07-04 06:58:07,207 - mmaction - INFO - Epoch [29][1660/3757] lr: 1.000e-02, eta: 5 days, 16:27:37, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3410, top1_acc: 0.4688, top5_acc: 0.6969, loss_cls: 2.3563, loss: 3.6974, grad_norm: 6.3297 2021-07-04 06:58:28,225 - mmaction - INFO - Epoch [29][1680/3757] lr: 1.000e-02, eta: 5 days, 16:27:13, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3776, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.3436, loss: 3.7213, grad_norm: 6.7367 2021-07-04 06:58:49,417 - mmaction - INFO - Epoch [29][1700/3757] lr: 1.000e-02, eta: 5 days, 16:26:50, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3365, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3036, loss: 3.6401, grad_norm: 6.5322 2021-07-04 06:59:10,500 - mmaction - INFO - Epoch [29][1720/3757] lr: 1.000e-02, eta: 5 days, 16:26:27, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2831, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2208, loss: 3.5039, grad_norm: 6.3201 2021-07-04 06:59:31,542 - mmaction - INFO - Epoch [29][1740/3757] lr: 1.000e-02, eta: 5 days, 16:26:03, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3471, top1_acc: 0.4664, top5_acc: 0.7016, loss_cls: 2.3369, loss: 3.6841, grad_norm: 6.4858 2021-07-04 06:59:52,762 - mmaction - INFO - Epoch [29][1760/3757] lr: 1.000e-02, eta: 5 days, 16:25:41, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2962, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2330, loss: 3.5292, grad_norm: 6.4951 2021-07-04 07:00:13,852 - mmaction - INFO - Epoch [29][1780/3757] lr: 1.000e-02, eta: 5 days, 16:25:17, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3127, top1_acc: 0.4977, top5_acc: 0.7250, loss_cls: 2.2413, loss: 3.5541, grad_norm: 6.2582 2021-07-04 07:00:34,856 - mmaction - INFO - Epoch [29][1800/3757] lr: 1.000e-02, eta: 5 days, 16:24:54, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3678, top1_acc: 0.4641, top5_acc: 0.7117, loss_cls: 2.3750, loss: 3.7428, grad_norm: 6.5399 2021-07-04 07:00:56,726 - mmaction - INFO - Epoch [29][1820/3757] lr: 1.000e-02, eta: 5 days, 16:24:34, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.3482, top1_acc: 0.4648, top5_acc: 0.7148, loss_cls: 2.3233, loss: 3.6715, grad_norm: 6.4166 2021-07-04 07:01:17,683 - mmaction - INFO - Epoch [29][1840/3757] lr: 1.000e-02, eta: 5 days, 16:24:10, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3261, top1_acc: 0.4898, top5_acc: 0.7086, loss_cls: 2.2900, loss: 3.6162, grad_norm: 6.2740 2021-07-04 07:01:38,996 - mmaction - INFO - Epoch [29][1860/3757] lr: 1.000e-02, eta: 5 days, 16:23:47, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3360, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3187, loss: 3.6548, grad_norm: 6.3644 2021-07-04 07:02:00,073 - mmaction - INFO - Epoch [29][1880/3757] lr: 1.000e-02, eta: 5 days, 16:23:24, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3225, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2462, loss: 3.5687, grad_norm: 6.3317 2021-07-04 07:02:21,261 - mmaction - INFO - Epoch [29][1900/3757] lr: 1.000e-02, eta: 5 days, 16:23:01, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3119, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.3224, loss: 3.6343, grad_norm: 6.5258 2021-07-04 07:02:42,471 - mmaction - INFO - Epoch [29][1920/3757] lr: 1.000e-02, eta: 5 days, 16:22:38, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3483, top1_acc: 0.4867, top5_acc: 0.7094, loss_cls: 2.3152, loss: 3.6635, grad_norm: 6.5320 2021-07-04 07:03:04,597 - mmaction - INFO - Epoch [29][1940/3757] lr: 1.000e-02, eta: 5 days, 16:22:19, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.3247, top1_acc: 0.4734, top5_acc: 0.7219, loss_cls: 2.3123, loss: 3.6369, grad_norm: 6.3322 2021-07-04 07:03:25,679 - mmaction - INFO - Epoch [29][1960/3757] lr: 1.000e-02, eta: 5 days, 16:21:56, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2809, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2102, loss: 3.4911, grad_norm: 6.3330 2021-07-04 07:03:46,720 - mmaction - INFO - Epoch [29][1980/3757] lr: 1.000e-02, eta: 5 days, 16:21:33, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.3320, top1_acc: 0.4633, top5_acc: 0.7164, loss_cls: 2.3043, loss: 3.6363, grad_norm: 6.6012 2021-07-04 07:04:08,270 - mmaction - INFO - Epoch [29][2000/3757] lr: 1.000e-02, eta: 5 days, 16:21:11, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.3560, top1_acc: 0.4523, top5_acc: 0.6992, loss_cls: 2.3798, loss: 3.7358, grad_norm: 6.6019 2021-07-04 07:04:29,315 - mmaction - INFO - Epoch [29][2020/3757] lr: 1.000e-02, eta: 5 days, 16:20:48, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3720, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3762, loss: 3.7483, grad_norm: 6.7225 2021-07-04 07:04:50,505 - mmaction - INFO - Epoch [29][2040/3757] lr: 1.000e-02, eta: 5 days, 16:20:25, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3303, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.3089, loss: 3.6391, grad_norm: 6.6273 2021-07-04 07:05:11,535 - mmaction - INFO - Epoch [29][2060/3757] lr: 1.000e-02, eta: 5 days, 16:20:01, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3232, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2447, loss: 3.5678, grad_norm: 6.4345 2021-07-04 07:05:32,788 - mmaction - INFO - Epoch [29][2080/3757] lr: 1.000e-02, eta: 5 days, 16:19:39, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3413, top1_acc: 0.4633, top5_acc: 0.6992, loss_cls: 2.3490, loss: 3.6903, grad_norm: 6.5208 2021-07-04 07:05:53,952 - mmaction - INFO - Epoch [29][2100/3757] lr: 1.000e-02, eta: 5 days, 16:19:16, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3367, top1_acc: 0.4930, top5_acc: 0.7156, loss_cls: 2.2558, loss: 3.5925, grad_norm: 6.3889 2021-07-04 07:06:15,745 - mmaction - INFO - Epoch [29][2120/3757] lr: 1.000e-02, eta: 5 days, 16:18:55, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.3611, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.3411, loss: 3.7022, grad_norm: 6.5458 2021-07-04 07:06:36,730 - mmaction - INFO - Epoch [29][2140/3757] lr: 1.000e-02, eta: 5 days, 16:18:32, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.3220, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2606, loss: 3.5826, grad_norm: 6.4467 2021-07-04 07:06:57,742 - mmaction - INFO - Epoch [29][2160/3757] lr: 1.000e-02, eta: 5 days, 16:18:08, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.3426, top1_acc: 0.4633, top5_acc: 0.7297, loss_cls: 2.3121, loss: 3.6547, grad_norm: 6.6650 2021-07-04 07:07:18,688 - mmaction - INFO - Epoch [29][2180/3757] lr: 1.000e-02, eta: 5 days, 16:17:44, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.3507, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3403, loss: 3.6910, grad_norm: 6.5829 2021-07-04 07:07:39,929 - mmaction - INFO - Epoch [29][2200/3757] lr: 1.000e-02, eta: 5 days, 16:17:21, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3155, top1_acc: 0.4852, top5_acc: 0.7414, loss_cls: 2.2470, loss: 3.5625, grad_norm: 6.4849 2021-07-04 07:08:01,938 - mmaction - INFO - Epoch [29][2220/3757] lr: 1.000e-02, eta: 5 days, 16:17:02, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.3569, top1_acc: 0.4813, top5_acc: 0.7102, loss_cls: 2.3745, loss: 3.7314, grad_norm: 6.6645 2021-07-04 07:08:22,817 - mmaction - INFO - Epoch [29][2240/3757] lr: 1.000e-02, eta: 5 days, 16:16:38, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3536, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3476, loss: 3.7012, grad_norm: 6.6353 2021-07-04 07:08:43,954 - mmaction - INFO - Epoch [29][2260/3757] lr: 1.000e-02, eta: 5 days, 16:16:15, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.3237, top1_acc: 0.4781, top5_acc: 0.7180, loss_cls: 2.2843, loss: 3.6080, grad_norm: 6.5259 2021-07-04 07:09:05,098 - mmaction - INFO - Epoch [29][2280/3757] lr: 1.000e-02, eta: 5 days, 16:15:51, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3156, top1_acc: 0.4969, top5_acc: 0.7086, loss_cls: 2.3197, loss: 3.6353, grad_norm: 6.3735 2021-07-04 07:09:26,813 - mmaction - INFO - Epoch [29][2300/3757] lr: 1.000e-02, eta: 5 days, 16:15:31, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.3164, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.2337, loss: 3.5500, grad_norm: 6.3741 2021-07-04 07:09:48,040 - mmaction - INFO - Epoch [29][2320/3757] lr: 1.000e-02, eta: 5 days, 16:15:08, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3390, top1_acc: 0.4820, top5_acc: 0.7219, loss_cls: 2.2882, loss: 3.6272, grad_norm: 6.5638 2021-07-04 07:10:09,182 - mmaction - INFO - Epoch [29][2340/3757] lr: 1.000e-02, eta: 5 days, 16:14:45, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2975, top1_acc: 0.4992, top5_acc: 0.7086, loss_cls: 2.2480, loss: 3.5455, grad_norm: 6.4233 2021-07-04 07:10:30,369 - mmaction - INFO - Epoch [29][2360/3757] lr: 1.000e-02, eta: 5 days, 16:14:22, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.4024, top1_acc: 0.4406, top5_acc: 0.6914, loss_cls: 2.4553, loss: 3.8577, grad_norm: 6.7089 2021-07-04 07:10:51,829 - mmaction - INFO - Epoch [29][2380/3757] lr: 1.000e-02, eta: 5 days, 16:14:00, time: 1.075, data_time: 0.026, memory: 6921, loss_aux: 1.3450, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.3064, loss: 3.6513, grad_norm: 6.5550 2021-07-04 07:11:13,538 - mmaction - INFO - Epoch [29][2400/3757] lr: 1.000e-02, eta: 5 days, 16:13:40, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.3505, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.3461, loss: 3.6966, grad_norm: 6.4251 2021-07-04 07:11:36,128 - mmaction - INFO - Epoch [29][2420/3757] lr: 1.000e-02, eta: 5 days, 16:13:23, time: 1.129, data_time: 0.002, memory: 6921, loss_aux: 1.3544, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.3543, loss: 3.7087, grad_norm: 6.5271 2021-07-04 07:11:56,951 - mmaction - INFO - Epoch [29][2440/3757] lr: 1.000e-02, eta: 5 days, 16:12:58, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.2856, top1_acc: 0.5008, top5_acc: 0.7188, loss_cls: 2.2014, loss: 3.4870, grad_norm: 6.3064 2021-07-04 07:12:18,048 - mmaction - INFO - Epoch [29][2460/3757] lr: 1.000e-02, eta: 5 days, 16:12:35, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3734, top1_acc: 0.4562, top5_acc: 0.6992, loss_cls: 2.3161, loss: 3.6895, grad_norm: 6.6914 2021-07-04 07:12:39,141 - mmaction - INFO - Epoch [29][2480/3757] lr: 1.000e-02, eta: 5 days, 16:12:12, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3133, top1_acc: 0.4781, top5_acc: 0.7211, loss_cls: 2.2873, loss: 3.6006, grad_norm: 6.5567 2021-07-04 07:13:00,518 - mmaction - INFO - Epoch [29][2500/3757] lr: 1.000e-02, eta: 5 days, 16:11:50, time: 1.069, data_time: 0.017, memory: 6921, loss_aux: 1.3838, top1_acc: 0.4484, top5_acc: 0.7008, loss_cls: 2.4078, loss: 3.7916, grad_norm: 6.6915 2021-07-04 07:13:21,808 - mmaction - INFO - Epoch [29][2520/3757] lr: 1.000e-02, eta: 5 days, 16:11:27, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.3733, top1_acc: 0.4633, top5_acc: 0.6961, loss_cls: 2.3793, loss: 3.7526, grad_norm: 6.4359 2021-07-04 07:13:42,854 - mmaction - INFO - Epoch [29][2540/3757] lr: 1.000e-02, eta: 5 days, 16:11:04, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3210, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2447, loss: 3.5657, grad_norm: 6.2772 2021-07-04 07:14:04,094 - mmaction - INFO - Epoch [29][2560/3757] lr: 1.000e-02, eta: 5 days, 16:10:41, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.4058, top1_acc: 0.4758, top5_acc: 0.7016, loss_cls: 2.3755, loss: 3.7813, grad_norm: 6.5885 2021-07-04 07:14:25,200 - mmaction - INFO - Epoch [29][2580/3757] lr: 1.000e-02, eta: 5 days, 16:10:18, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3567, top1_acc: 0.4641, top5_acc: 0.7031, loss_cls: 2.3705, loss: 3.7272, grad_norm: 6.4680 2021-07-04 07:14:46,961 - mmaction - INFO - Epoch [29][2600/3757] lr: 1.000e-02, eta: 5 days, 16:09:57, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3378, top1_acc: 0.4797, top5_acc: 0.7070, loss_cls: 2.2901, loss: 3.6278, grad_norm: 6.4411 2021-07-04 07:15:07,811 - mmaction - INFO - Epoch [29][2620/3757] lr: 1.000e-02, eta: 5 days, 16:09:33, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.3363, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.3235, loss: 3.6598, grad_norm: 6.6142 2021-07-04 07:15:29,000 - mmaction - INFO - Epoch [29][2640/3757] lr: 1.000e-02, eta: 5 days, 16:09:10, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3548, top1_acc: 0.4836, top5_acc: 0.7031, loss_cls: 2.3563, loss: 3.7112, grad_norm: 6.4477 2021-07-04 07:15:50,115 - mmaction - INFO - Epoch [29][2660/3757] lr: 1.000e-02, eta: 5 days, 16:08:47, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3410, top1_acc: 0.4727, top5_acc: 0.7039, loss_cls: 2.3517, loss: 3.6926, grad_norm: 6.3421 2021-07-04 07:16:11,116 - mmaction - INFO - Epoch [29][2680/3757] lr: 1.000e-02, eta: 5 days, 16:08:23, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3527, top1_acc: 0.4805, top5_acc: 0.7102, loss_cls: 2.3076, loss: 3.6603, grad_norm: 6.2563 2021-07-04 07:16:32,277 - mmaction - INFO - Epoch [29][2700/3757] lr: 1.000e-02, eta: 5 days, 16:08:00, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2895, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.2149, loss: 3.5044, grad_norm: 6.3278 2021-07-04 07:16:53,389 - mmaction - INFO - Epoch [29][2720/3757] lr: 1.000e-02, eta: 5 days, 16:07:37, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.4241, top1_acc: 0.4484, top5_acc: 0.6773, loss_cls: 2.5010, loss: 3.9251, grad_norm: 6.7318 2021-07-04 07:17:14,546 - mmaction - INFO - Epoch [29][2740/3757] lr: 1.000e-02, eta: 5 days, 16:07:14, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.3458, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.3699, loss: 3.7157, grad_norm: 6.5414 2021-07-04 07:17:35,689 - mmaction - INFO - Epoch [29][2760/3757] lr: 1.000e-02, eta: 5 days, 16:06:51, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.2861, top1_acc: 0.4930, top5_acc: 0.7320, loss_cls: 2.2154, loss: 3.5015, grad_norm: 6.3081 2021-07-04 07:17:56,706 - mmaction - INFO - Epoch [29][2780/3757] lr: 1.000e-02, eta: 5 days, 16:06:27, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3609, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.3711, loss: 3.7320, grad_norm: 6.6964 2021-07-04 07:18:17,946 - mmaction - INFO - Epoch [29][2800/3757] lr: 1.000e-02, eta: 5 days, 16:06:05, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3852, top1_acc: 0.4711, top5_acc: 0.6852, loss_cls: 2.4345, loss: 3.8197, grad_norm: 6.4376 2021-07-04 07:18:39,154 - mmaction - INFO - Epoch [29][2820/3757] lr: 1.000e-02, eta: 5 days, 16:05:42, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3293, top1_acc: 0.4805, top5_acc: 0.7172, loss_cls: 2.2766, loss: 3.6058, grad_norm: 6.5218 2021-07-04 07:19:00,223 - mmaction - INFO - Epoch [29][2840/3757] lr: 1.000e-02, eta: 5 days, 16:05:19, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2914, top1_acc: 0.5031, top5_acc: 0.7242, loss_cls: 2.2400, loss: 3.5313, grad_norm: 6.3650 2021-07-04 07:19:21,209 - mmaction - INFO - Epoch [29][2860/3757] lr: 1.000e-02, eta: 5 days, 16:04:55, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3242, top1_acc: 0.4672, top5_acc: 0.7070, loss_cls: 2.3333, loss: 3.6575, grad_norm: 6.7214 2021-07-04 07:19:42,439 - mmaction - INFO - Epoch [29][2880/3757] lr: 1.000e-02, eta: 5 days, 16:04:32, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3169, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.2881, loss: 3.6050, grad_norm: 6.4923 2021-07-04 07:20:04,602 - mmaction - INFO - Epoch [29][2900/3757] lr: 1.000e-02, eta: 5 days, 16:04:14, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.3012, top1_acc: 0.4836, top5_acc: 0.7273, loss_cls: 2.2646, loss: 3.5658, grad_norm: 6.3468 2021-07-04 07:20:25,743 - mmaction - INFO - Epoch [29][2920/3757] lr: 1.000e-02, eta: 5 days, 16:03:51, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3275, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2755, loss: 3.6030, grad_norm: 6.3965 2021-07-04 07:20:46,799 - mmaction - INFO - Epoch [29][2940/3757] lr: 1.000e-02, eta: 5 days, 16:03:27, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3411, top1_acc: 0.4656, top5_acc: 0.7063, loss_cls: 2.3155, loss: 3.6566, grad_norm: 6.5547 2021-07-04 07:21:07,898 - mmaction - INFO - Epoch [29][2960/3757] lr: 1.000e-02, eta: 5 days, 16:03:04, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3664, top1_acc: 0.4492, top5_acc: 0.6977, loss_cls: 2.3837, loss: 3.7501, grad_norm: 6.5619 2021-07-04 07:21:28,955 - mmaction - INFO - Epoch [29][2980/3757] lr: 1.000e-02, eta: 5 days, 16:02:40, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3597, top1_acc: 0.4758, top5_acc: 0.7109, loss_cls: 2.3026, loss: 3.6623, grad_norm: 6.4465 2021-07-04 07:21:50,161 - mmaction - INFO - Epoch [29][3000/3757] lr: 1.000e-02, eta: 5 days, 16:02:18, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3330, top1_acc: 0.4734, top5_acc: 0.7094, loss_cls: 2.3307, loss: 3.6637, grad_norm: 6.6339 2021-07-04 07:22:11,177 - mmaction - INFO - Epoch [29][3020/3757] lr: 1.000e-02, eta: 5 days, 16:01:54, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2971, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.2615, loss: 3.5587, grad_norm: 6.4439 2021-07-04 07:22:32,298 - mmaction - INFO - Epoch [29][3040/3757] lr: 1.000e-02, eta: 5 days, 16:01:31, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3366, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.3002, loss: 3.6369, grad_norm: 6.4767 2021-07-04 07:22:53,346 - mmaction - INFO - Epoch [29][3060/3757] lr: 1.000e-02, eta: 5 days, 16:01:07, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3110, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.2882, loss: 3.5992, grad_norm: 6.4779 2021-07-04 07:23:14,267 - mmaction - INFO - Epoch [29][3080/3757] lr: 1.000e-02, eta: 5 days, 16:00:43, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3496, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.3352, loss: 3.6849, grad_norm: 6.4519 2021-07-04 07:23:35,559 - mmaction - INFO - Epoch [29][3100/3757] lr: 1.000e-02, eta: 5 days, 16:00:21, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3022, top1_acc: 0.4898, top5_acc: 0.7289, loss_cls: 2.2957, loss: 3.5979, grad_norm: 6.4947 2021-07-04 07:23:56,687 - mmaction - INFO - Epoch [29][3120/3757] lr: 1.000e-02, eta: 5 days, 15:59:58, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3214, top1_acc: 0.4852, top5_acc: 0.7258, loss_cls: 2.2476, loss: 3.5690, grad_norm: 6.2900 2021-07-04 07:24:17,995 - mmaction - INFO - Epoch [29][3140/3757] lr: 1.000e-02, eta: 5 days, 15:59:35, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.3477, top1_acc: 0.4883, top5_acc: 0.6992, loss_cls: 2.3137, loss: 3.6614, grad_norm: 6.3612 2021-07-04 07:24:39,379 - mmaction - INFO - Epoch [29][3160/3757] lr: 1.000e-02, eta: 5 days, 15:59:13, time: 1.070, data_time: 0.018, memory: 6921, loss_aux: 1.3816, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.3529, loss: 3.7345, grad_norm: 6.5172 2021-07-04 07:25:00,364 - mmaction - INFO - Epoch [29][3180/3757] lr: 1.000e-02, eta: 5 days, 15:58:50, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.3591, top1_acc: 0.4727, top5_acc: 0.6992, loss_cls: 2.3586, loss: 3.7177, grad_norm: 6.6514 2021-07-04 07:25:21,905 - mmaction - INFO - Epoch [29][3200/3757] lr: 1.000e-02, eta: 5 days, 15:58:28, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.3098, top1_acc: 0.4875, top5_acc: 0.7242, loss_cls: 2.2579, loss: 3.5677, grad_norm: 6.4080 2021-07-04 07:25:42,890 - mmaction - INFO - Epoch [29][3220/3757] lr: 1.000e-02, eta: 5 days, 15:58:05, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3553, top1_acc: 0.4734, top5_acc: 0.7023, loss_cls: 2.3730, loss: 3.7283, grad_norm: 6.4174 2021-07-04 07:26:04,553 - mmaction - INFO - Epoch [29][3240/3757] lr: 1.000e-02, eta: 5 days, 15:57:44, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 1.3038, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2799, loss: 3.5836, grad_norm: 6.5509 2021-07-04 07:26:25,509 - mmaction - INFO - Epoch [29][3260/3757] lr: 1.000e-02, eta: 5 days, 15:57:20, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.4124, top1_acc: 0.4430, top5_acc: 0.6852, loss_cls: 2.4598, loss: 3.8722, grad_norm: 6.6984 2021-07-04 07:26:46,852 - mmaction - INFO - Epoch [29][3280/3757] lr: 1.000e-02, eta: 5 days, 15:56:58, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.3535, top1_acc: 0.4820, top5_acc: 0.7039, loss_cls: 2.3105, loss: 3.6640, grad_norm: 6.6376 2021-07-04 07:27:07,957 - mmaction - INFO - Epoch [29][3300/3757] lr: 1.000e-02, eta: 5 days, 15:56:35, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3375, top1_acc: 0.4797, top5_acc: 0.6914, loss_cls: 2.3542, loss: 3.6917, grad_norm: 6.5153 2021-07-04 07:27:29,010 - mmaction - INFO - Epoch [29][3320/3757] lr: 1.000e-02, eta: 5 days, 15:56:11, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2949, top1_acc: 0.4906, top5_acc: 0.7195, loss_cls: 2.2867, loss: 3.5816, grad_norm: 6.5300 2021-07-04 07:27:50,470 - mmaction - INFO - Epoch [29][3340/3757] lr: 1.000e-02, eta: 5 days, 15:55:49, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2955, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2728, loss: 3.5684, grad_norm: 6.3728 2021-07-04 07:28:12,238 - mmaction - INFO - Epoch [29][3360/3757] lr: 1.000e-02, eta: 5 days, 15:55:29, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.3442, top1_acc: 0.4500, top5_acc: 0.7156, loss_cls: 2.3324, loss: 3.6767, grad_norm: 6.6597 2021-07-04 07:28:33,249 - mmaction - INFO - Epoch [29][3380/3757] lr: 1.000e-02, eta: 5 days, 15:55:05, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3582, top1_acc: 0.4813, top5_acc: 0.7016, loss_cls: 2.3446, loss: 3.7028, grad_norm: 6.5873 2021-07-04 07:28:54,726 - mmaction - INFO - Epoch [29][3400/3757] lr: 1.000e-02, eta: 5 days, 15:54:44, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.3343, top1_acc: 0.4813, top5_acc: 0.7039, loss_cls: 2.2686, loss: 3.6029, grad_norm: 6.3622 2021-07-04 07:29:15,685 - mmaction - INFO - Epoch [29][3420/3757] lr: 1.000e-02, eta: 5 days, 15:54:20, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3548, top1_acc: 0.4742, top5_acc: 0.7016, loss_cls: 2.3468, loss: 3.7016, grad_norm: 6.5347 2021-07-04 07:29:36,868 - mmaction - INFO - Epoch [29][3440/3757] lr: 1.000e-02, eta: 5 days, 15:53:57, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3605, top1_acc: 0.4625, top5_acc: 0.6969, loss_cls: 2.3843, loss: 3.7448, grad_norm: 6.6605 2021-07-04 07:29:58,117 - mmaction - INFO - Epoch [29][3460/3757] lr: 1.000e-02, eta: 5 days, 15:53:34, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3303, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.3142, loss: 3.6445, grad_norm: 6.4538 2021-07-04 07:30:20,287 - mmaction - INFO - Epoch [29][3480/3757] lr: 1.000e-02, eta: 5 days, 15:53:16, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.3540, top1_acc: 0.4727, top5_acc: 0.7039, loss_cls: 2.3221, loss: 3.6761, grad_norm: 6.3852 2021-07-04 07:30:41,376 - mmaction - INFO - Epoch [29][3500/3757] lr: 1.000e-02, eta: 5 days, 15:52:52, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2962, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.2392, loss: 3.5354, grad_norm: 6.2580 2021-07-04 07:31:02,531 - mmaction - INFO - Epoch [29][3520/3757] lr: 1.000e-02, eta: 5 days, 15:52:29, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3228, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2263, loss: 3.5491, grad_norm: 6.5169 2021-07-04 07:31:24,213 - mmaction - INFO - Epoch [29][3540/3757] lr: 1.000e-02, eta: 5 days, 15:52:09, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.3125, top1_acc: 0.4883, top5_acc: 0.7148, loss_cls: 2.2631, loss: 3.5756, grad_norm: 6.6520 2021-07-04 07:31:45,219 - mmaction - INFO - Epoch [29][3560/3757] lr: 1.000e-02, eta: 5 days, 15:51:45, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3665, top1_acc: 0.4508, top5_acc: 0.6891, loss_cls: 2.3841, loss: 3.7506, grad_norm: 6.6076 2021-07-04 07:32:06,365 - mmaction - INFO - Epoch [29][3580/3757] lr: 1.000e-02, eta: 5 days, 15:51:22, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.3609, top1_acc: 0.4609, top5_acc: 0.7094, loss_cls: 2.3910, loss: 3.7519, grad_norm: 6.3905 2021-07-04 07:32:27,337 - mmaction - INFO - Epoch [29][3600/3757] lr: 1.000e-02, eta: 5 days, 15:50:58, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 1.3347, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2779, loss: 3.6126, grad_norm: 6.4119 2021-07-04 07:32:48,469 - mmaction - INFO - Epoch [29][3620/3757] lr: 1.000e-02, eta: 5 days, 15:50:35, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3203, top1_acc: 0.4875, top5_acc: 0.7148, loss_cls: 2.3062, loss: 3.6265, grad_norm: 6.3777 2021-07-04 07:33:09,827 - mmaction - INFO - Epoch [29][3640/3757] lr: 1.000e-02, eta: 5 days, 15:50:13, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3353, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.3196, loss: 3.6549, grad_norm: 6.5378 2021-07-04 07:33:30,928 - mmaction - INFO - Epoch [29][3660/3757] lr: 1.000e-02, eta: 5 days, 15:49:50, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3168, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.2577, loss: 3.5746, grad_norm: 6.4560 2021-07-04 07:33:52,193 - mmaction - INFO - Epoch [29][3680/3757] lr: 1.000e-02, eta: 5 days, 15:49:27, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3591, top1_acc: 0.4672, top5_acc: 0.7125, loss_cls: 2.3289, loss: 3.6880, grad_norm: 6.5238 2021-07-04 07:34:14,342 - mmaction - INFO - Epoch [29][3700/3757] lr: 1.000e-02, eta: 5 days, 15:49:08, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.3698, top1_acc: 0.4852, top5_acc: 0.6937, loss_cls: 2.3725, loss: 3.7423, grad_norm: 6.5801 2021-07-04 07:34:35,464 - mmaction - INFO - Epoch [29][3720/3757] lr: 1.000e-02, eta: 5 days, 15:48:45, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.3013, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.2276, loss: 3.5289, grad_norm: 6.4978 2021-07-04 07:34:56,253 - mmaction - INFO - Epoch [29][3740/3757] lr: 1.000e-02, eta: 5 days, 15:48:21, time: 1.037, data_time: 0.003, memory: 6921, loss_aux: 1.3518, top1_acc: 0.4609, top5_acc: 0.6984, loss_cls: 2.3747, loss: 3.7265, grad_norm: 6.4268 2021-07-04 07:35:14,463 - mmaction - INFO - Saving checkpoint at 29 epochs 2021-07-04 07:36:16,787 - mmaction - INFO - Epoch [30][20/3757] lr: 1.000e-02, eta: 5 days, 15:49:08, time: 3.037, data_time: 1.960, memory: 6921, loss_aux: 1.2834, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.2240, loss: 3.5073, grad_norm: 6.4171 2021-07-04 07:36:39,262 - mmaction - INFO - Epoch [30][40/3757] lr: 1.000e-02, eta: 5 days, 15:48:51, time: 1.124, data_time: 0.074, memory: 6921, loss_aux: 1.3606, top1_acc: 0.4672, top5_acc: 0.7070, loss_cls: 2.3508, loss: 3.7114, grad_norm: 6.5285 2021-07-04 07:37:00,240 - mmaction - INFO - Epoch [30][60/3757] lr: 1.000e-02, eta: 5 days, 15:48:27, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3714, top1_acc: 0.4734, top5_acc: 0.7063, loss_cls: 2.3407, loss: 3.7122, grad_norm: 6.2399 2021-07-04 07:37:21,425 - mmaction - INFO - Epoch [30][80/3757] lr: 1.000e-02, eta: 5 days, 15:48:04, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4813, top5_acc: 0.7320, loss_cls: 2.2401, loss: 3.5665, grad_norm: 6.1854 2021-07-04 07:37:42,619 - mmaction - INFO - Epoch [30][100/3757] lr: 1.000e-02, eta: 5 days, 15:47:41, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.3577, top1_acc: 0.4766, top5_acc: 0.7047, loss_cls: 2.3485, loss: 3.7062, grad_norm: 6.7275 2021-07-04 07:38:03,672 - mmaction - INFO - Epoch [30][120/3757] lr: 1.000e-02, eta: 5 days, 15:47:18, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3627, top1_acc: 0.4570, top5_acc: 0.7055, loss_cls: 2.3443, loss: 3.7070, grad_norm: 6.6766 2021-07-04 07:38:25,166 - mmaction - INFO - Epoch [30][140/3757] lr: 1.000e-02, eta: 5 days, 15:46:56, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.3366, top1_acc: 0.4820, top5_acc: 0.6883, loss_cls: 2.3087, loss: 3.6453, grad_norm: 6.5549 2021-07-04 07:38:46,415 - mmaction - INFO - Epoch [30][160/3757] lr: 1.000e-02, eta: 5 days, 15:46:34, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2723, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.2032, loss: 3.4755, grad_norm: 6.4207 2021-07-04 07:39:07,483 - mmaction - INFO - Epoch [30][180/3757] lr: 1.000e-02, eta: 5 days, 15:46:10, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3316, top1_acc: 0.4906, top5_acc: 0.7117, loss_cls: 2.2644, loss: 3.5960, grad_norm: 6.5609 2021-07-04 07:39:28,459 - mmaction - INFO - Epoch [30][200/3757] lr: 1.000e-02, eta: 5 days, 15:45:47, time: 1.050, data_time: 0.007, memory: 6921, loss_aux: 1.3607, top1_acc: 0.4859, top5_acc: 0.7008, loss_cls: 2.3472, loss: 3.7079, grad_norm: 6.4118 2021-07-04 07:39:49,619 - mmaction - INFO - Epoch [30][220/3757] lr: 1.000e-02, eta: 5 days, 15:45:24, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3387, top1_acc: 0.4930, top5_acc: 0.7055, loss_cls: 2.2817, loss: 3.6204, grad_norm: 6.4325 2021-07-04 07:40:11,000 - mmaction - INFO - Epoch [30][240/3757] lr: 1.000e-02, eta: 5 days, 15:45:01, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.3408, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.3081, loss: 3.6489, grad_norm: 6.6259 2021-07-04 07:40:32,085 - mmaction - INFO - Epoch [30][260/3757] lr: 1.000e-02, eta: 5 days, 15:44:38, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3250, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3129, loss: 3.6379, grad_norm: 6.5217 2021-07-04 07:40:53,178 - mmaction - INFO - Epoch [30][280/3757] lr: 1.000e-02, eta: 5 days, 15:44:15, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3357, top1_acc: 0.4750, top5_acc: 0.7141, loss_cls: 2.2898, loss: 3.6255, grad_norm: 6.5875 2021-07-04 07:41:14,240 - mmaction - INFO - Epoch [30][300/3757] lr: 1.000e-02, eta: 5 days, 15:43:51, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3927, top1_acc: 0.4805, top5_acc: 0.6937, loss_cls: 2.3881, loss: 3.7808, grad_norm: 6.5134 2021-07-04 07:41:35,241 - mmaction - INFO - Epoch [30][320/3757] lr: 1.000e-02, eta: 5 days, 15:43:28, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.3097, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2597, loss: 3.5695, grad_norm: 6.5459 2021-07-04 07:41:56,542 - mmaction - INFO - Epoch [30][340/3757] lr: 1.000e-02, eta: 5 days, 15:43:06, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.3067, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.3228, loss: 3.6295, grad_norm: 6.5955 2021-07-04 07:42:17,812 - mmaction - INFO - Epoch [30][360/3757] lr: 1.000e-02, eta: 5 days, 15:42:43, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3033, top1_acc: 0.4977, top5_acc: 0.7211, loss_cls: 2.2269, loss: 3.5302, grad_norm: 6.2526 2021-07-04 07:42:39,077 - mmaction - INFO - Epoch [30][380/3757] lr: 1.000e-02, eta: 5 days, 15:42:20, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3086, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2635, loss: 3.5721, grad_norm: 6.3451 2021-07-04 07:43:00,099 - mmaction - INFO - Epoch [30][400/3757] lr: 1.000e-02, eta: 5 days, 15:41:57, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3083, top1_acc: 0.5023, top5_acc: 0.7234, loss_cls: 2.2303, loss: 3.5386, grad_norm: 6.3178 2021-07-04 07:43:21,825 - mmaction - INFO - Epoch [30][420/3757] lr: 1.000e-02, eta: 5 days, 15:41:36, time: 1.085, data_time: 0.052, memory: 6921, loss_aux: 1.3043, top1_acc: 0.4836, top5_acc: 0.7164, loss_cls: 2.2613, loss: 3.5656, grad_norm: 6.4749 2021-07-04 07:43:42,963 - mmaction - INFO - Epoch [30][440/3757] lr: 1.000e-02, eta: 5 days, 15:41:13, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3476, top1_acc: 0.4656, top5_acc: 0.7023, loss_cls: 2.3554, loss: 3.7030, grad_norm: 6.5904 2021-07-04 07:44:04,190 - mmaction - INFO - Epoch [30][460/3757] lr: 1.000e-02, eta: 5 days, 15:40:51, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3274, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.2599, loss: 3.5873, grad_norm: 6.3603 2021-07-04 07:44:25,329 - mmaction - INFO - Epoch [30][480/3757] lr: 1.000e-02, eta: 5 days, 15:40:28, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3043, top1_acc: 0.5023, top5_acc: 0.7219, loss_cls: 2.2289, loss: 3.5332, grad_norm: 6.2498 2021-07-04 07:44:46,206 - mmaction - INFO - Epoch [30][500/3757] lr: 1.000e-02, eta: 5 days, 15:40:03, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.2980, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2531, loss: 3.5511, grad_norm: 6.3182 2021-07-04 07:45:07,977 - mmaction - INFO - Epoch [30][520/3757] lr: 1.000e-02, eta: 5 days, 15:39:43, time: 1.088, data_time: 0.012, memory: 6921, loss_aux: 1.3109, top1_acc: 0.4742, top5_acc: 0.7266, loss_cls: 2.2730, loss: 3.5839, grad_norm: 6.5867 2021-07-04 07:45:29,738 - mmaction - INFO - Epoch [30][540/3757] lr: 1.000e-02, eta: 5 days, 15:39:22, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.3325, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2730, loss: 3.6054, grad_norm: 6.5017 2021-07-04 07:45:50,785 - mmaction - INFO - Epoch [30][560/3757] lr: 1.000e-02, eta: 5 days, 15:38:59, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2523, loss: 3.5699, grad_norm: 6.5769 2021-07-04 07:46:11,745 - mmaction - INFO - Epoch [30][580/3757] lr: 1.000e-02, eta: 5 days, 15:38:35, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2502, loss: 3.5715, grad_norm: 6.4837 2021-07-04 07:46:32,881 - mmaction - INFO - Epoch [30][600/3757] lr: 1.000e-02, eta: 5 days, 15:38:12, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3394, top1_acc: 0.4648, top5_acc: 0.7281, loss_cls: 2.3104, loss: 3.6498, grad_norm: 6.7044 2021-07-04 07:46:54,196 - mmaction - INFO - Epoch [30][620/3757] lr: 1.000e-02, eta: 5 days, 15:37:50, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2950, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.1870, loss: 3.4820, grad_norm: 6.5680 2021-07-04 07:47:15,714 - mmaction - INFO - Epoch [30][640/3757] lr: 1.000e-02, eta: 5 days, 15:37:28, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3216, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2716, loss: 3.5932, grad_norm: 6.4371 2021-07-04 07:47:36,815 - mmaction - INFO - Epoch [30][660/3757] lr: 1.000e-02, eta: 5 days, 15:37:05, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3320, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2841, loss: 3.6161, grad_norm: 6.4199 2021-07-04 07:47:58,519 - mmaction - INFO - Epoch [30][680/3757] lr: 1.000e-02, eta: 5 days, 15:36:44, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.3308, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2991, loss: 3.6298, grad_norm: 6.5583 2021-07-04 07:48:19,798 - mmaction - INFO - Epoch [30][700/3757] lr: 1.000e-02, eta: 5 days, 15:36:22, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2967, top1_acc: 0.4852, top5_acc: 0.7148, loss_cls: 2.2802, loss: 3.5769, grad_norm: 6.3484 2021-07-04 07:48:40,864 - mmaction - INFO - Epoch [30][720/3757] lr: 1.000e-02, eta: 5 days, 15:35:59, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3057, top1_acc: 0.4945, top5_acc: 0.7258, loss_cls: 2.2513, loss: 3.5570, grad_norm: 6.3979 2021-07-04 07:49:02,226 - mmaction - INFO - Epoch [30][740/3757] lr: 1.000e-02, eta: 5 days, 15:35:37, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3010, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.2321, loss: 3.5332, grad_norm: 6.5059 2021-07-04 07:49:23,530 - mmaction - INFO - Epoch [30][760/3757] lr: 1.000e-02, eta: 5 days, 15:35:14, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3082, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2800, loss: 3.5883, grad_norm: 6.5869 2021-07-04 07:49:44,769 - mmaction - INFO - Epoch [30][780/3757] lr: 1.000e-02, eta: 5 days, 15:34:51, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3217, top1_acc: 0.4750, top5_acc: 0.7211, loss_cls: 2.2971, loss: 3.6188, grad_norm: 6.6653 2021-07-04 07:50:05,992 - mmaction - INFO - Epoch [30][800/3757] lr: 1.000e-02, eta: 5 days, 15:34:29, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3047, top1_acc: 0.4789, top5_acc: 0.7039, loss_cls: 2.3037, loss: 3.6084, grad_norm: 6.6522 2021-07-04 07:50:27,196 - mmaction - INFO - Epoch [30][820/3757] lr: 1.000e-02, eta: 5 days, 15:34:06, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3414, top1_acc: 0.4875, top5_acc: 0.7141, loss_cls: 2.2863, loss: 3.6277, grad_norm: 6.3211 2021-07-04 07:50:48,846 - mmaction - INFO - Epoch [30][840/3757] lr: 1.000e-02, eta: 5 days, 15:33:45, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.3449, top1_acc: 0.4555, top5_acc: 0.7117, loss_cls: 2.3407, loss: 3.6855, grad_norm: 6.5932 2021-07-04 07:51:10,092 - mmaction - INFO - Epoch [30][860/3757] lr: 1.000e-02, eta: 5 days, 15:33:23, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.3531, top1_acc: 0.4789, top5_acc: 0.7055, loss_cls: 2.3436, loss: 3.6968, grad_norm: 6.6258 2021-07-04 07:51:31,681 - mmaction - INFO - Epoch [30][880/3757] lr: 1.000e-02, eta: 5 days, 15:33:01, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3360, top1_acc: 0.4711, top5_acc: 0.7195, loss_cls: 2.3269, loss: 3.6629, grad_norm: 6.4520 2021-07-04 07:51:52,975 - mmaction - INFO - Epoch [30][900/3757] lr: 1.000e-02, eta: 5 days, 15:32:39, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3267, top1_acc: 0.4531, top5_acc: 0.7078, loss_cls: 2.3038, loss: 3.6305, grad_norm: 6.4945 2021-07-04 07:52:13,914 - mmaction - INFO - Epoch [30][920/3757] lr: 1.000e-02, eta: 5 days, 15:32:15, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3342, top1_acc: 0.4727, top5_acc: 0.7008, loss_cls: 2.3402, loss: 3.6744, grad_norm: 6.6014 2021-07-04 07:52:35,496 - mmaction - INFO - Epoch [30][940/3757] lr: 1.000e-02, eta: 5 days, 15:31:54, time: 1.078, data_time: 0.006, memory: 6921, loss_aux: 1.3724, top1_acc: 0.4680, top5_acc: 0.7148, loss_cls: 2.4081, loss: 3.7805, grad_norm: 6.4737 2021-07-04 07:52:56,754 - mmaction - INFO - Epoch [30][960/3757] lr: 1.000e-02, eta: 5 days, 15:31:31, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3350, top1_acc: 0.4625, top5_acc: 0.7016, loss_cls: 2.3363, loss: 3.6714, grad_norm: 6.5442 2021-07-04 07:53:17,711 - mmaction - INFO - Epoch [30][980/3757] lr: 1.000e-02, eta: 5 days, 15:31:08, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3548, top1_acc: 0.4820, top5_acc: 0.7047, loss_cls: 2.3531, loss: 3.7079, grad_norm: 6.4256 2021-07-04 07:53:39,007 - mmaction - INFO - Epoch [30][1000/3757] lr: 1.000e-02, eta: 5 days, 15:30:45, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2687, top1_acc: 0.5016, top5_acc: 0.7391, loss_cls: 2.2069, loss: 3.4756, grad_norm: 6.4020 2021-07-04 07:54:00,871 - mmaction - INFO - Epoch [30][1020/3757] lr: 1.000e-02, eta: 5 days, 15:30:25, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.3217, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2622, loss: 3.5839, grad_norm: 6.4111 2021-07-04 07:54:21,950 - mmaction - INFO - Epoch [30][1040/3757] lr: 1.000e-02, eta: 5 days, 15:30:02, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2926, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2163, loss: 3.5088, grad_norm: 6.4689 2021-07-04 07:54:43,905 - mmaction - INFO - Epoch [30][1060/3757] lr: 1.000e-02, eta: 5 days, 15:29:42, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.3177, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.2648, loss: 3.5825, grad_norm: 6.5856 2021-07-04 07:55:05,014 - mmaction - INFO - Epoch [30][1080/3757] lr: 1.000e-02, eta: 5 days, 15:29:19, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.3321, top1_acc: 0.4773, top5_acc: 0.7258, loss_cls: 2.2582, loss: 3.5903, grad_norm: 6.4816 2021-07-04 07:55:26,206 - mmaction - INFO - Epoch [30][1100/3757] lr: 1.000e-02, eta: 5 days, 15:28:56, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3081, top1_acc: 0.4688, top5_acc: 0.7117, loss_cls: 2.3144, loss: 3.6225, grad_norm: 6.5043 2021-07-04 07:55:47,358 - mmaction - INFO - Epoch [30][1120/3757] lr: 1.000e-02, eta: 5 days, 15:28:33, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2807, top1_acc: 0.4930, top5_acc: 0.7320, loss_cls: 2.1784, loss: 3.4591, grad_norm: 6.4485 2021-07-04 07:56:09,046 - mmaction - INFO - Epoch [30][1140/3757] lr: 1.000e-02, eta: 5 days, 15:28:12, time: 1.083, data_time: 0.043, memory: 6921, loss_aux: 1.3372, top1_acc: 0.4711, top5_acc: 0.7039, loss_cls: 2.3206, loss: 3.6578, grad_norm: 6.3966 2021-07-04 07:56:30,981 - mmaction - INFO - Epoch [30][1160/3757] lr: 1.000e-02, eta: 5 days, 15:27:53, time: 1.098, data_time: 0.052, memory: 6921, loss_aux: 1.3480, top1_acc: 0.4492, top5_acc: 0.7117, loss_cls: 2.3720, loss: 3.7200, grad_norm: 6.6428 2021-07-04 07:56:51,948 - mmaction - INFO - Epoch [30][1180/3757] lr: 1.000e-02, eta: 5 days, 15:27:29, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3292, top1_acc: 0.4898, top5_acc: 0.7086, loss_cls: 2.3126, loss: 3.6418, grad_norm: 6.5904 2021-07-04 07:57:12,930 - mmaction - INFO - Epoch [30][1200/3757] lr: 1.000e-02, eta: 5 days, 15:27:05, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3478, top1_acc: 0.4680, top5_acc: 0.7039, loss_cls: 2.3583, loss: 3.7060, grad_norm: 6.6877 2021-07-04 07:57:34,719 - mmaction - INFO - Epoch [30][1220/3757] lr: 1.000e-02, eta: 5 days, 15:26:45, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.3107, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.1959, loss: 3.5066, grad_norm: 6.4562 2021-07-04 07:57:56,269 - mmaction - INFO - Epoch [30][1240/3757] lr: 1.000e-02, eta: 5 days, 15:26:23, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3196, top1_acc: 0.4914, top5_acc: 0.7195, loss_cls: 2.2590, loss: 3.5786, grad_norm: 6.5930 2021-07-04 07:58:17,246 - mmaction - INFO - Epoch [30][1260/3757] lr: 1.000e-02, eta: 5 days, 15:26:00, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3381, top1_acc: 0.4656, top5_acc: 0.6953, loss_cls: 2.3104, loss: 3.6485, grad_norm: 6.4861 2021-07-04 07:58:38,641 - mmaction - INFO - Epoch [30][1280/3757] lr: 1.000e-02, eta: 5 days, 15:25:38, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3379, top1_acc: 0.4594, top5_acc: 0.7172, loss_cls: 2.3508, loss: 3.6887, grad_norm: 6.5733 2021-07-04 07:58:59,693 - mmaction - INFO - Epoch [30][1300/3757] lr: 1.000e-02, eta: 5 days, 15:25:14, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3164, top1_acc: 0.4727, top5_acc: 0.7359, loss_cls: 2.2608, loss: 3.5772, grad_norm: 6.4410 2021-07-04 07:59:20,871 - mmaction - INFO - Epoch [30][1320/3757] lr: 1.000e-02, eta: 5 days, 15:24:52, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3260, top1_acc: 0.4805, top5_acc: 0.7398, loss_cls: 2.2327, loss: 3.5587, grad_norm: 6.5132 2021-07-04 07:59:42,329 - mmaction - INFO - Epoch [30][1340/3757] lr: 1.000e-02, eta: 5 days, 15:24:30, time: 1.073, data_time: 0.010, memory: 6921, loss_aux: 1.3225, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.3244, loss: 3.6469, grad_norm: 6.5252 2021-07-04 08:00:04,225 - mmaction - INFO - Epoch [30][1360/3757] lr: 1.000e-02, eta: 5 days, 15:24:10, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.3497, top1_acc: 0.4633, top5_acc: 0.6984, loss_cls: 2.3392, loss: 3.6890, grad_norm: 6.3326 2021-07-04 08:00:25,516 - mmaction - INFO - Epoch [30][1380/3757] lr: 1.000e-02, eta: 5 days, 15:23:47, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3295, top1_acc: 0.5109, top5_acc: 0.7234, loss_cls: 2.2558, loss: 3.5853, grad_norm: 6.3001 2021-07-04 08:00:46,644 - mmaction - INFO - Epoch [30][1400/3757] lr: 1.000e-02, eta: 5 days, 15:23:24, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2790, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1787, loss: 3.4577, grad_norm: 6.4033 2021-07-04 08:01:07,768 - mmaction - INFO - Epoch [30][1420/3757] lr: 1.000e-02, eta: 5 days, 15:23:01, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3238, top1_acc: 0.4836, top5_acc: 0.7445, loss_cls: 2.2620, loss: 3.5858, grad_norm: 6.6951 2021-07-04 08:01:29,243 - mmaction - INFO - Epoch [30][1440/3757] lr: 1.000e-02, eta: 5 days, 15:22:40, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.3084, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.3018, loss: 3.6102, grad_norm: 6.5835 2021-07-04 08:01:50,518 - mmaction - INFO - Epoch [30][1460/3757] lr: 1.000e-02, eta: 5 days, 15:22:17, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3685, top1_acc: 0.4656, top5_acc: 0.6922, loss_cls: 2.3539, loss: 3.7224, grad_norm: 6.5997 2021-07-04 08:02:11,966 - mmaction - INFO - Epoch [30][1480/3757] lr: 1.000e-02, eta: 5 days, 15:21:55, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.3410, top1_acc: 0.4469, top5_acc: 0.7195, loss_cls: 2.3276, loss: 3.6686, grad_norm: 6.5971 2021-07-04 08:02:33,499 - mmaction - INFO - Epoch [30][1500/3757] lr: 1.000e-02, eta: 5 days, 15:21:34, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.3670, top1_acc: 0.4711, top5_acc: 0.6922, loss_cls: 2.3863, loss: 3.7533, grad_norm: 6.4220 2021-07-04 08:02:54,723 - mmaction - INFO - Epoch [30][1520/3757] lr: 1.000e-02, eta: 5 days, 15:21:11, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2790, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1579, loss: 3.4370, grad_norm: 6.3685 2021-07-04 08:03:15,972 - mmaction - INFO - Epoch [30][1540/3757] lr: 1.000e-02, eta: 5 days, 15:20:49, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3430, top1_acc: 0.4828, top5_acc: 0.7016, loss_cls: 2.3629, loss: 3.7060, grad_norm: 6.5725 2021-07-04 08:03:37,154 - mmaction - INFO - Epoch [30][1560/3757] lr: 1.000e-02, eta: 5 days, 15:20:26, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3318, top1_acc: 0.4727, top5_acc: 0.7016, loss_cls: 2.3200, loss: 3.6518, grad_norm: 6.3570 2021-07-04 08:03:58,175 - mmaction - INFO - Epoch [30][1580/3757] lr: 1.000e-02, eta: 5 days, 15:20:02, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3180, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.2668, loss: 3.5848, grad_norm: 6.4357 2021-07-04 08:04:19,272 - mmaction - INFO - Epoch [30][1600/3757] lr: 1.000e-02, eta: 5 days, 15:19:39, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3101, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2696, loss: 3.5797, grad_norm: 6.4818 2021-07-04 08:04:40,412 - mmaction - INFO - Epoch [30][1620/3757] lr: 1.000e-02, eta: 5 days, 15:19:16, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3368, top1_acc: 0.4727, top5_acc: 0.7148, loss_cls: 2.3018, loss: 3.6386, grad_norm: 6.4270 2021-07-04 08:05:02,192 - mmaction - INFO - Epoch [30][1640/3757] lr: 1.000e-02, eta: 5 days, 15:18:56, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.3508, top1_acc: 0.4883, top5_acc: 0.7219, loss_cls: 2.2707, loss: 3.6215, grad_norm: 6.5540 2021-07-04 08:05:23,582 - mmaction - INFO - Epoch [30][1660/3757] lr: 1.000e-02, eta: 5 days, 15:18:34, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.3624, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.4028, loss: 3.7652, grad_norm: 6.7221 2021-07-04 08:05:44,748 - mmaction - INFO - Epoch [30][1680/3757] lr: 1.000e-02, eta: 5 days, 15:18:11, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3744, top1_acc: 0.4680, top5_acc: 0.6922, loss_cls: 2.3741, loss: 3.7486, grad_norm: 6.5411 2021-07-04 08:06:05,790 - mmaction - INFO - Epoch [30][1700/3757] lr: 1.000e-02, eta: 5 days, 15:17:47, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3243, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.3413, loss: 3.6656, grad_norm: 6.5908 2021-07-04 08:06:26,985 - mmaction - INFO - Epoch [30][1720/3757] lr: 1.000e-02, eta: 5 days, 15:17:25, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3194, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2504, loss: 3.5698, grad_norm: 6.4699 2021-07-04 08:06:48,029 - mmaction - INFO - Epoch [30][1740/3757] lr: 1.000e-02, eta: 5 days, 15:17:01, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.3731, top1_acc: 0.4664, top5_acc: 0.7031, loss_cls: 2.3560, loss: 3.7291, grad_norm: 6.4502 2021-07-04 08:07:09,135 - mmaction - INFO - Epoch [30][1760/3757] lr: 1.000e-02, eta: 5 days, 15:16:38, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3018, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2294, loss: 3.5312, grad_norm: 6.5357 2021-07-04 08:07:30,859 - mmaction - INFO - Epoch [30][1780/3757] lr: 1.000e-02, eta: 5 days, 15:16:17, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.3067, top1_acc: 0.4859, top5_acc: 0.7273, loss_cls: 2.2737, loss: 3.5804, grad_norm: 6.5116 2021-07-04 08:07:51,979 - mmaction - INFO - Epoch [30][1800/3757] lr: 1.000e-02, eta: 5 days, 15:15:54, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3276, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2592, loss: 3.5867, grad_norm: 6.4631 2021-07-04 08:08:13,143 - mmaction - INFO - Epoch [30][1820/3757] lr: 1.000e-02, eta: 5 days, 15:15:31, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2938, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.2616, loss: 3.5554, grad_norm: 6.3537 2021-07-04 08:08:34,388 - mmaction - INFO - Epoch [30][1840/3757] lr: 1.000e-02, eta: 5 days, 15:15:09, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3183, top1_acc: 0.4602, top5_acc: 0.7203, loss_cls: 2.3157, loss: 3.6340, grad_norm: 6.4988 2021-07-04 08:08:55,339 - mmaction - INFO - Epoch [30][1860/3757] lr: 1.000e-02, eta: 5 days, 15:14:45, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.4193, top1_acc: 0.4609, top5_acc: 0.6742, loss_cls: 2.4790, loss: 3.8983, grad_norm: 6.5448 2021-07-04 08:09:16,431 - mmaction - INFO - Epoch [30][1880/3757] lr: 1.000e-02, eta: 5 days, 15:14:22, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3136, top1_acc: 0.4961, top5_acc: 0.7227, loss_cls: 2.2614, loss: 3.5751, grad_norm: 6.4002 2021-07-04 08:09:37,723 - mmaction - INFO - Epoch [30][1900/3757] lr: 1.000e-02, eta: 5 days, 15:13:59, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.3394, top1_acc: 0.4766, top5_acc: 0.7141, loss_cls: 2.3388, loss: 3.6782, grad_norm: 6.6909 2021-07-04 08:09:59,137 - mmaction - INFO - Epoch [30][1920/3757] lr: 1.000e-02, eta: 5 days, 15:13:37, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.3070, top1_acc: 0.4789, top5_acc: 0.7016, loss_cls: 2.3038, loss: 3.6108, grad_norm: 6.4534 2021-07-04 08:10:20,878 - mmaction - INFO - Epoch [30][1940/3757] lr: 1.000e-02, eta: 5 days, 15:13:17, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4906, top5_acc: 0.7297, loss_cls: 2.2245, loss: 3.5421, grad_norm: 6.3693 2021-07-04 08:10:41,902 - mmaction - INFO - Epoch [30][1960/3757] lr: 1.000e-02, eta: 5 days, 15:12:53, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3786, top1_acc: 0.4523, top5_acc: 0.7008, loss_cls: 2.4181, loss: 3.7967, grad_norm: 6.6284 2021-07-04 08:11:03,498 - mmaction - INFO - Epoch [30][1980/3757] lr: 1.000e-02, eta: 5 days, 15:12:32, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3338, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.3145, loss: 3.6483, grad_norm: 6.4792 2021-07-04 08:11:24,685 - mmaction - INFO - Epoch [30][2000/3757] lr: 1.000e-02, eta: 5 days, 15:12:09, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3594, top1_acc: 0.4609, top5_acc: 0.6992, loss_cls: 2.3742, loss: 3.7336, grad_norm: 6.4400 2021-07-04 08:11:45,810 - mmaction - INFO - Epoch [30][2020/3757] lr: 1.000e-02, eta: 5 days, 15:11:46, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2951, top1_acc: 0.4844, top5_acc: 0.7133, loss_cls: 2.2687, loss: 3.5638, grad_norm: 6.4370 2021-07-04 08:12:07,046 - mmaction - INFO - Epoch [30][2040/3757] lr: 1.000e-02, eta: 5 days, 15:11:24, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3529, top1_acc: 0.4750, top5_acc: 0.7102, loss_cls: 2.3609, loss: 3.7138, grad_norm: 6.5951 2021-07-04 08:12:28,572 - mmaction - INFO - Epoch [30][2060/3757] lr: 1.000e-02, eta: 5 days, 15:11:02, time: 1.075, data_time: 0.007, memory: 6921, loss_aux: 1.2778, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1923, loss: 3.4701, grad_norm: 6.3254 2021-07-04 08:12:50,205 - mmaction - INFO - Epoch [30][2080/3757] lr: 1.000e-02, eta: 5 days, 15:10:41, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2412, loss: 3.5373, grad_norm: 6.5085 2021-07-04 08:13:11,293 - mmaction - INFO - Epoch [30][2100/3757] lr: 1.000e-02, eta: 5 days, 15:10:18, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3220, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2455, loss: 3.5675, grad_norm: 6.4372 2021-07-04 08:13:32,386 - mmaction - INFO - Epoch [30][2120/3757] lr: 1.000e-02, eta: 5 days, 15:09:55, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3229, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2459, loss: 3.5688, grad_norm: 6.6742 2021-07-04 08:13:53,503 - mmaction - INFO - Epoch [30][2140/3757] lr: 1.000e-02, eta: 5 days, 15:09:32, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3507, top1_acc: 0.4844, top5_acc: 0.7117, loss_cls: 2.3251, loss: 3.6758, grad_norm: 6.5619 2021-07-04 08:14:14,501 - mmaction - INFO - Epoch [30][2160/3757] lr: 1.000e-02, eta: 5 days, 15:09:08, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.3661, top1_acc: 0.4672, top5_acc: 0.7086, loss_cls: 2.3754, loss: 3.7415, grad_norm: 6.6966 2021-07-04 08:14:35,544 - mmaction - INFO - Epoch [30][2180/3757] lr: 1.000e-02, eta: 5 days, 15:08:45, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3398, top1_acc: 0.4586, top5_acc: 0.7102, loss_cls: 2.3562, loss: 3.6961, grad_norm: 6.2749 2021-07-04 08:14:57,115 - mmaction - INFO - Epoch [30][2200/3757] lr: 1.000e-02, eta: 5 days, 15:08:23, time: 1.076, data_time: 0.006, memory: 6921, loss_aux: 1.3124, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.2465, loss: 3.5590, grad_norm: 6.3178 2021-07-04 08:15:19,111 - mmaction - INFO - Epoch [30][2220/3757] lr: 1.000e-02, eta: 5 days, 15:08:04, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3216, loss: 3.6481, grad_norm: 6.4413 2021-07-04 08:15:40,263 - mmaction - INFO - Epoch [30][2240/3757] lr: 1.000e-02, eta: 5 days, 15:07:41, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3533, top1_acc: 0.4680, top5_acc: 0.7141, loss_cls: 2.2952, loss: 3.6485, grad_norm: 6.2771 2021-07-04 08:16:01,491 - mmaction - INFO - Epoch [30][2260/3757] lr: 1.000e-02, eta: 5 days, 15:07:18, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3324, top1_acc: 0.4805, top5_acc: 0.7086, loss_cls: 2.3216, loss: 3.6540, grad_norm: 6.4144 2021-07-04 08:16:23,397 - mmaction - INFO - Epoch [30][2280/3757] lr: 1.000e-02, eta: 5 days, 15:06:59, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.3438, top1_acc: 0.4930, top5_acc: 0.7094, loss_cls: 2.3039, loss: 3.6477, grad_norm: 6.4151 2021-07-04 08:16:44,406 - mmaction - INFO - Epoch [30][2300/3757] lr: 1.000e-02, eta: 5 days, 15:06:35, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.2873, top1_acc: 0.5125, top5_acc: 0.7320, loss_cls: 2.1927, loss: 3.4799, grad_norm: 6.5791 2021-07-04 08:17:05,429 - mmaction - INFO - Epoch [30][2320/3757] lr: 1.000e-02, eta: 5 days, 15:06:11, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3470, top1_acc: 0.4758, top5_acc: 0.7141, loss_cls: 2.3026, loss: 3.6495, grad_norm: 6.6074 2021-07-04 08:17:27,180 - mmaction - INFO - Epoch [30][2340/3757] lr: 1.000e-02, eta: 5 days, 15:05:51, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.3259, top1_acc: 0.4969, top5_acc: 0.7195, loss_cls: 2.2387, loss: 3.5647, grad_norm: 6.4205 2021-07-04 08:17:48,232 - mmaction - INFO - Epoch [30][2360/3757] lr: 1.000e-02, eta: 5 days, 15:05:28, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3408, top1_acc: 0.4711, top5_acc: 0.7016, loss_cls: 2.3766, loss: 3.7174, grad_norm: 6.4544 2021-07-04 08:18:09,451 - mmaction - INFO - Epoch [30][2380/3757] lr: 1.000e-02, eta: 5 days, 15:05:05, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.3332, top1_acc: 0.4656, top5_acc: 0.6891, loss_cls: 2.3708, loss: 3.7041, grad_norm: 6.4593 2021-07-04 08:18:30,840 - mmaction - INFO - Epoch [30][2400/3757] lr: 1.000e-02, eta: 5 days, 15:04:43, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3201, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2486, loss: 3.5687, grad_norm: 6.4547 2021-07-04 08:18:52,589 - mmaction - INFO - Epoch [30][2420/3757] lr: 1.000e-02, eta: 5 days, 15:04:22, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.3770, top1_acc: 0.4562, top5_acc: 0.7039, loss_cls: 2.3820, loss: 3.7591, grad_norm: 6.5893 2021-07-04 08:19:13,795 - mmaction - INFO - Epoch [30][2440/3757] lr: 1.000e-02, eta: 5 days, 15:04:00, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2752, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.2548, loss: 3.5300, grad_norm: 6.3394 2021-07-04 08:19:35,237 - mmaction - INFO - Epoch [30][2460/3757] lr: 1.000e-02, eta: 5 days, 15:03:38, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2854, top1_acc: 0.4914, top5_acc: 0.7227, loss_cls: 2.2385, loss: 3.5239, grad_norm: 6.4108 2021-07-04 08:19:56,567 - mmaction - INFO - Epoch [30][2480/3757] lr: 1.000e-02, eta: 5 days, 15:03:16, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3632, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3749, loss: 3.7381, grad_norm: 6.4661 2021-07-04 08:20:18,059 - mmaction - INFO - Epoch [30][2500/3757] lr: 1.000e-02, eta: 5 days, 15:02:54, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.2958, top1_acc: 0.4969, top5_acc: 0.7203, loss_cls: 2.2106, loss: 3.5064, grad_norm: 6.4528 2021-07-04 08:20:39,245 - mmaction - INFO - Epoch [30][2520/3757] lr: 1.000e-02, eta: 5 days, 15:02:31, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3035, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2514, loss: 3.5549, grad_norm: 6.5762 2021-07-04 08:21:00,356 - mmaction - INFO - Epoch [30][2540/3757] lr: 1.000e-02, eta: 5 days, 15:02:08, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3716, top1_acc: 0.4688, top5_acc: 0.6945, loss_cls: 2.3505, loss: 3.7221, grad_norm: 6.5488 2021-07-04 08:21:21,712 - mmaction - INFO - Epoch [30][2560/3757] lr: 1.000e-02, eta: 5 days, 15:01:46, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3370, top1_acc: 0.4805, top5_acc: 0.7039, loss_cls: 2.3218, loss: 3.6587, grad_norm: 6.3992 2021-07-04 08:21:43,740 - mmaction - INFO - Epoch [30][2580/3757] lr: 1.000e-02, eta: 5 days, 15:01:27, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 1.3214, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.3043, loss: 3.6257, grad_norm: 6.4900 2021-07-04 08:22:04,748 - mmaction - INFO - Epoch [30][2600/3757] lr: 1.000e-02, eta: 5 days, 15:01:03, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3217, top1_acc: 0.4953, top5_acc: 0.7203, loss_cls: 2.2480, loss: 3.5696, grad_norm: 6.4489 2021-07-04 08:22:25,940 - mmaction - INFO - Epoch [30][2620/3757] lr: 1.000e-02, eta: 5 days, 15:00:40, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2882, top1_acc: 0.4758, top5_acc: 0.7336, loss_cls: 2.2127, loss: 3.5009, grad_norm: 6.4225 2021-07-04 08:22:47,168 - mmaction - INFO - Epoch [30][2640/3757] lr: 1.000e-02, eta: 5 days, 15:00:18, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3841, top1_acc: 0.4625, top5_acc: 0.7070, loss_cls: 2.4080, loss: 3.7921, grad_norm: 6.7165 2021-07-04 08:23:08,426 - mmaction - INFO - Epoch [30][2660/3757] lr: 1.000e-02, eta: 5 days, 14:59:55, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3647, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.3861, loss: 3.7507, grad_norm: 6.6535 2021-07-04 08:23:29,568 - mmaction - INFO - Epoch [30][2680/3757] lr: 1.000e-02, eta: 5 days, 14:59:32, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3617, top1_acc: 0.4625, top5_acc: 0.7070, loss_cls: 2.3964, loss: 3.7581, grad_norm: 6.5055 2021-07-04 08:23:50,726 - mmaction - INFO - Epoch [30][2700/3757] lr: 1.000e-02, eta: 5 days, 14:59:09, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3661, top1_acc: 0.4555, top5_acc: 0.6922, loss_cls: 2.4601, loss: 3.8262, grad_norm: 6.6308 2021-07-04 08:24:12,271 - mmaction - INFO - Epoch [30][2720/3757] lr: 1.000e-02, eta: 5 days, 14:58:48, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.3126, top1_acc: 0.4984, top5_acc: 0.7148, loss_cls: 2.2842, loss: 3.5967, grad_norm: 6.3104 2021-07-04 08:24:33,663 - mmaction - INFO - Epoch [30][2740/3757] lr: 1.000e-02, eta: 5 days, 14:58:26, time: 1.070, data_time: 0.016, memory: 6921, loss_aux: 1.3458, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2920, loss: 3.6379, grad_norm: 6.4777 2021-07-04 08:24:55,250 - mmaction - INFO - Epoch [30][2760/3757] lr: 1.000e-02, eta: 5 days, 14:58:05, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.3457, top1_acc: 0.4797, top5_acc: 0.7078, loss_cls: 2.3065, loss: 3.6523, grad_norm: 6.4496 2021-07-04 08:25:16,437 - mmaction - INFO - Epoch [30][2780/3757] lr: 1.000e-02, eta: 5 days, 14:57:42, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3251, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.3156, loss: 3.6407, grad_norm: 6.5152 2021-07-04 08:25:37,501 - mmaction - INFO - Epoch [30][2800/3757] lr: 1.000e-02, eta: 5 days, 14:57:19, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3588, top1_acc: 0.4508, top5_acc: 0.6984, loss_cls: 2.3858, loss: 3.7445, grad_norm: 6.4602 2021-07-04 08:25:58,767 - mmaction - INFO - Epoch [30][2820/3757] lr: 1.000e-02, eta: 5 days, 14:56:56, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3127, top1_acc: 0.4766, top5_acc: 0.7117, loss_cls: 2.2763, loss: 3.5889, grad_norm: 6.3761 2021-07-04 08:26:20,187 - mmaction - INFO - Epoch [30][2840/3757] lr: 1.000e-02, eta: 5 days, 14:56:34, time: 1.072, data_time: 0.018, memory: 6921, loss_aux: 1.2901, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2210, loss: 3.5111, grad_norm: 6.4507 2021-07-04 08:26:41,273 - mmaction - INFO - Epoch [30][2860/3757] lr: 1.000e-02, eta: 5 days, 14:56:11, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3139, top1_acc: 0.4711, top5_acc: 0.7211, loss_cls: 2.2701, loss: 3.5841, grad_norm: 6.4287 2021-07-04 08:27:02,482 - mmaction - INFO - Epoch [30][2880/3757] lr: 1.000e-02, eta: 5 days, 14:55:48, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.3199, top1_acc: 0.4953, top5_acc: 0.7180, loss_cls: 2.2524, loss: 3.5723, grad_norm: 6.3553 2021-07-04 08:27:23,506 - mmaction - INFO - Epoch [30][2900/3757] lr: 1.000e-02, eta: 5 days, 14:55:25, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3262, top1_acc: 0.4922, top5_acc: 0.7180, loss_cls: 2.3145, loss: 3.6407, grad_norm: 6.5747 2021-07-04 08:27:44,727 - mmaction - INFO - Epoch [30][2920/3757] lr: 1.000e-02, eta: 5 days, 14:55:02, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.3341, top1_acc: 0.4695, top5_acc: 0.6984, loss_cls: 2.3140, loss: 3.6481, grad_norm: 6.6668 2021-07-04 08:28:06,077 - mmaction - INFO - Epoch [30][2940/3757] lr: 1.000e-02, eta: 5 days, 14:54:40, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3462, top1_acc: 0.4727, top5_acc: 0.7203, loss_cls: 2.3047, loss: 3.6509, grad_norm: 6.4329 2021-07-04 08:28:27,751 - mmaction - INFO - Epoch [30][2960/3757] lr: 1.000e-02, eta: 5 days, 14:54:19, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.3811, top1_acc: 0.4508, top5_acc: 0.7133, loss_cls: 2.3690, loss: 3.7501, grad_norm: 6.5815 2021-07-04 08:28:49,509 - mmaction - INFO - Epoch [30][2980/3757] lr: 1.000e-02, eta: 5 days, 14:53:59, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.3818, top1_acc: 0.4695, top5_acc: 0.6984, loss_cls: 2.3565, loss: 3.7382, grad_norm: 6.5126 2021-07-04 08:29:10,407 - mmaction - INFO - Epoch [30][3000/3757] lr: 1.000e-02, eta: 5 days, 14:53:35, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.2907, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2181, loss: 3.5088, grad_norm: 6.4781 2021-07-04 08:29:31,463 - mmaction - INFO - Epoch [30][3020/3757] lr: 1.000e-02, eta: 5 days, 14:53:12, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.3581, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3639, loss: 3.7220, grad_norm: 6.4271 2021-07-04 08:29:52,712 - mmaction - INFO - Epoch [30][3040/3757] lr: 1.000e-02, eta: 5 days, 14:52:49, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3568, top1_acc: 0.4531, top5_acc: 0.7070, loss_cls: 2.3852, loss: 3.7421, grad_norm: 6.4481 2021-07-04 08:30:13,824 - mmaction - INFO - Epoch [30][3060/3757] lr: 1.000e-02, eta: 5 days, 14:52:26, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3028, top1_acc: 0.4977, top5_acc: 0.7188, loss_cls: 2.2668, loss: 3.5696, grad_norm: 6.4249 2021-07-04 08:30:35,611 - mmaction - INFO - Epoch [30][3080/3757] lr: 1.000e-02, eta: 5 days, 14:52:06, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.3635, top1_acc: 0.4805, top5_acc: 0.7141, loss_cls: 2.3098, loss: 3.6733, grad_norm: 6.4785 2021-07-04 08:30:56,790 - mmaction - INFO - Epoch [30][3100/3757] lr: 1.000e-02, eta: 5 days, 14:51:43, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3409, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.3300, loss: 3.6709, grad_norm: 6.4141 2021-07-04 08:31:17,985 - mmaction - INFO - Epoch [30][3120/3757] lr: 1.000e-02, eta: 5 days, 14:51:20, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3147, top1_acc: 0.4648, top5_acc: 0.7211, loss_cls: 2.2823, loss: 3.5970, grad_norm: 6.4458 2021-07-04 08:31:39,207 - mmaction - INFO - Epoch [30][3140/3757] lr: 1.000e-02, eta: 5 days, 14:50:57, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3311, top1_acc: 0.4672, top5_acc: 0.7180, loss_cls: 2.3090, loss: 3.6400, grad_norm: 6.2275 2021-07-04 08:32:00,401 - mmaction - INFO - Epoch [30][3160/3757] lr: 1.000e-02, eta: 5 days, 14:50:34, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3060, top1_acc: 0.5055, top5_acc: 0.7281, loss_cls: 2.2672, loss: 3.5731, grad_norm: 6.4121 2021-07-04 08:32:21,526 - mmaction - INFO - Epoch [30][3180/3757] lr: 1.000e-02, eta: 5 days, 14:50:11, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2971, top1_acc: 0.4906, top5_acc: 0.7117, loss_cls: 2.2584, loss: 3.5555, grad_norm: 6.5573 2021-07-04 08:32:42,633 - mmaction - INFO - Epoch [30][3200/3757] lr: 1.000e-02, eta: 5 days, 14:49:48, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3782, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3531, loss: 3.7314, grad_norm: 6.6932 2021-07-04 08:33:03,909 - mmaction - INFO - Epoch [30][3220/3757] lr: 1.000e-02, eta: 5 days, 14:49:26, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3287, top1_acc: 0.4727, top5_acc: 0.7039, loss_cls: 2.3307, loss: 3.6594, grad_norm: 6.6378 2021-07-04 08:33:24,979 - mmaction - INFO - Epoch [30][3240/3757] lr: 1.000e-02, eta: 5 days, 14:49:03, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3197, top1_acc: 0.4758, top5_acc: 0.7148, loss_cls: 2.2934, loss: 3.6131, grad_norm: 6.4894 2021-07-04 08:33:47,083 - mmaction - INFO - Epoch [30][3260/3757] lr: 1.000e-02, eta: 5 days, 14:48:44, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.3272, top1_acc: 0.4578, top5_acc: 0.7312, loss_cls: 2.2880, loss: 3.6152, grad_norm: 6.5715 2021-07-04 08:34:08,232 - mmaction - INFO - Epoch [30][3280/3757] lr: 1.000e-02, eta: 5 days, 14:48:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3879, top1_acc: 0.4508, top5_acc: 0.6922, loss_cls: 2.4025, loss: 3.7903, grad_norm: 6.6208 2021-07-04 08:34:30,352 - mmaction - INFO - Epoch [30][3300/3757] lr: 1.000e-02, eta: 5 days, 14:48:01, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.3891, top1_acc: 0.4641, top5_acc: 0.6930, loss_cls: 2.3958, loss: 3.7849, grad_norm: 6.5066 2021-07-04 08:34:51,228 - mmaction - INFO - Epoch [30][3320/3757] lr: 1.000e-02, eta: 5 days, 14:47:37, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.2941, top1_acc: 0.4891, top5_acc: 0.7203, loss_cls: 2.2599, loss: 3.5540, grad_norm: 6.2759 2021-07-04 08:35:12,290 - mmaction - INFO - Epoch [30][3340/3757] lr: 1.000e-02, eta: 5 days, 14:47:14, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3232, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.3014, loss: 3.6246, grad_norm: 6.2455 2021-07-04 08:35:33,383 - mmaction - INFO - Epoch [30][3360/3757] lr: 1.000e-02, eta: 5 days, 14:46:51, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3508, top1_acc: 0.4602, top5_acc: 0.7047, loss_cls: 2.3375, loss: 3.6883, grad_norm: 6.7413 2021-07-04 08:35:54,790 - mmaction - INFO - Epoch [30][3380/3757] lr: 1.000e-02, eta: 5 days, 14:46:29, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.3220, top1_acc: 0.4570, top5_acc: 0.7133, loss_cls: 2.3103, loss: 3.6323, grad_norm: 6.6477 2021-07-04 08:36:16,565 - mmaction - INFO - Epoch [30][3400/3757] lr: 1.000e-02, eta: 5 days, 14:46:09, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.3375, top1_acc: 0.4758, top5_acc: 0.7031, loss_cls: 2.3455, loss: 3.6830, grad_norm: 6.3350 2021-07-04 08:36:37,433 - mmaction - INFO - Epoch [30][3420/3757] lr: 1.000e-02, eta: 5 days, 14:45:45, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.3181, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.2844, loss: 3.6025, grad_norm: 6.4929 2021-07-04 08:36:59,047 - mmaction - INFO - Epoch [30][3440/3757] lr: 1.000e-02, eta: 5 days, 14:45:23, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.3380, top1_acc: 0.4922, top5_acc: 0.7227, loss_cls: 2.2517, loss: 3.5897, grad_norm: 6.5434 2021-07-04 08:37:21,217 - mmaction - INFO - Epoch [30][3460/3757] lr: 1.000e-02, eta: 5 days, 14:45:05, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.3641, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3599, loss: 3.7240, grad_norm: 6.3624 2021-07-04 08:37:42,958 - mmaction - INFO - Epoch [30][3480/3757] lr: 1.000e-02, eta: 5 days, 14:44:44, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4781, top5_acc: 0.7047, loss_cls: 2.3134, loss: 3.6347, grad_norm: 6.5903 2021-07-04 08:38:03,856 - mmaction - INFO - Epoch [30][3500/3757] lr: 1.000e-02, eta: 5 days, 14:44:20, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.3704, top1_acc: 0.4461, top5_acc: 0.7117, loss_cls: 2.3638, loss: 3.7342, grad_norm: 6.6957 2021-07-04 08:38:25,171 - mmaction - INFO - Epoch [30][3520/3757] lr: 1.000e-02, eta: 5 days, 14:43:58, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.3730, top1_acc: 0.4742, top5_acc: 0.7195, loss_cls: 2.3230, loss: 3.6960, grad_norm: 6.4693 2021-07-04 08:38:46,357 - mmaction - INFO - Epoch [30][3540/3757] lr: 1.000e-02, eta: 5 days, 14:43:35, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3903, top1_acc: 0.4641, top5_acc: 0.6922, loss_cls: 2.3973, loss: 3.7876, grad_norm: 6.6482 2021-07-04 08:39:07,503 - mmaction - INFO - Epoch [30][3560/3757] lr: 1.000e-02, eta: 5 days, 14:43:12, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.3041, top1_acc: 0.4805, top5_acc: 0.7219, loss_cls: 2.2542, loss: 3.5584, grad_norm: 6.5616 2021-07-04 08:39:28,715 - mmaction - INFO - Epoch [30][3580/3757] lr: 1.000e-02, eta: 5 days, 14:42:50, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3211, top1_acc: 0.4820, top5_acc: 0.7297, loss_cls: 2.2801, loss: 3.6012, grad_norm: 6.6636 2021-07-04 08:39:49,894 - mmaction - INFO - Epoch [30][3600/3757] lr: 1.000e-02, eta: 5 days, 14:42:27, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3447, top1_acc: 0.4727, top5_acc: 0.7000, loss_cls: 2.3513, loss: 3.6960, grad_norm: 6.3494 2021-07-04 08:40:11,052 - mmaction - INFO - Epoch [30][3620/3757] lr: 1.000e-02, eta: 5 days, 14:42:04, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3381, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.3240, loss: 3.6621, grad_norm: 6.3895 2021-07-04 08:40:32,104 - mmaction - INFO - Epoch [30][3640/3757] lr: 1.000e-02, eta: 5 days, 14:41:40, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3385, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3062, loss: 3.6448, grad_norm: 6.5225 2021-07-04 08:40:55,028 - mmaction - INFO - Epoch [30][3660/3757] lr: 1.000e-02, eta: 5 days, 14:41:25, time: 1.147, data_time: 0.004, memory: 6921, loss_aux: 1.3367, top1_acc: 0.4875, top5_acc: 0.7211, loss_cls: 2.3381, loss: 3.6747, grad_norm: 6.2427 2021-07-04 08:41:15,930 - mmaction - INFO - Epoch [30][3680/3757] lr: 1.000e-02, eta: 5 days, 14:41:01, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3594, top1_acc: 0.4680, top5_acc: 0.6945, loss_cls: 2.3977, loss: 3.7571, grad_norm: 6.4758 2021-07-04 08:41:37,119 - mmaction - INFO - Epoch [30][3700/3757] lr: 1.000e-02, eta: 5 days, 14:40:38, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3113, top1_acc: 0.4695, top5_acc: 0.7211, loss_cls: 2.3118, loss: 3.6231, grad_norm: 6.4295 2021-07-04 08:41:58,124 - mmaction - INFO - Epoch [30][3720/3757] lr: 1.000e-02, eta: 5 days, 14:40:14, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3523, top1_acc: 0.4656, top5_acc: 0.7133, loss_cls: 2.3029, loss: 3.6552, grad_norm: 6.6000 2021-07-04 08:42:19,721 - mmaction - INFO - Epoch [30][3740/3757] lr: 1.000e-02, eta: 5 days, 14:39:53, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.3404, top1_acc: 0.4570, top5_acc: 0.7063, loss_cls: 2.3369, loss: 3.6773, grad_norm: 6.5729 2021-07-04 08:42:38,677 - mmaction - INFO - Saving checkpoint at 30 epochs 2021-07-04 08:47:28,468 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-04 08:47:29,290 - mmaction - INFO - top1_acc 0.5730 top5_acc 0.8127 2021-07-04 08:47:29,290 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-04 08:47:29,320 - mmaction - INFO - mean_acc 0.5729 2021-07-04 08:47:29,328 - mmaction - INFO - Epoch(val) [30][310] top1_acc: 0.5730, top5_acc: 0.8127, mean_class_accuracy: 0.5729 2021-07-04 08:48:30,479 - mmaction - INFO - Epoch [31][20/3757] lr: 1.000e-02, eta: 5 days, 14:40:39, time: 3.056, data_time: 1.993, memory: 6921, loss_aux: 1.2957, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.1905, loss: 3.4861, grad_norm: 6.2549 2021-07-04 08:48:51,783 - mmaction - INFO - Epoch [31][40/3757] lr: 1.000e-02, eta: 5 days, 14:40:17, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3405, top1_acc: 0.4688, top5_acc: 0.7258, loss_cls: 2.3237, loss: 3.6642, grad_norm: 6.4133 2021-07-04 08:49:12,720 - mmaction - INFO - Epoch [31][60/3757] lr: 1.000e-02, eta: 5 days, 14:39:53, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.3045, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2137, loss: 3.5182, grad_norm: 6.2504 2021-07-04 08:49:33,741 - mmaction - INFO - Epoch [31][80/3757] lr: 1.000e-02, eta: 5 days, 14:39:29, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3210, top1_acc: 0.4984, top5_acc: 0.7156, loss_cls: 2.2780, loss: 3.5990, grad_norm: 6.3913 2021-07-04 08:49:54,761 - mmaction - INFO - Epoch [31][100/3757] lr: 1.000e-02, eta: 5 days, 14:39:06, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3088, top1_acc: 0.4977, top5_acc: 0.7234, loss_cls: 2.2684, loss: 3.5772, grad_norm: 6.3833 2021-07-04 08:50:16,015 - mmaction - INFO - Epoch [31][120/3757] lr: 1.000e-02, eta: 5 days, 14:38:43, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2834, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.1778, loss: 3.4611, grad_norm: 6.2260 2021-07-04 08:50:37,701 - mmaction - INFO - Epoch [31][140/3757] lr: 1.000e-02, eta: 5 days, 14:38:23, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.3091, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.2484, loss: 3.5575, grad_norm: 6.4205 2021-07-04 08:50:59,352 - mmaction - INFO - Epoch [31][160/3757] lr: 1.000e-02, eta: 5 days, 14:38:02, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3223, top1_acc: 0.4578, top5_acc: 0.7273, loss_cls: 2.3106, loss: 3.6328, grad_norm: 6.7711 2021-07-04 08:51:20,628 - mmaction - INFO - Epoch [31][180/3757] lr: 1.000e-02, eta: 5 days, 14:37:39, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3101, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.2968, loss: 3.6069, grad_norm: 6.4067 2021-07-04 08:51:42,144 - mmaction - INFO - Epoch [31][200/3757] lr: 1.000e-02, eta: 5 days, 14:37:18, time: 1.078, data_time: 0.037, memory: 6921, loss_aux: 1.3233, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.2862, loss: 3.6095, grad_norm: 6.4954 2021-07-04 08:52:03,282 - mmaction - INFO - Epoch [31][220/3757] lr: 1.000e-02, eta: 5 days, 14:36:55, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5102, top5_acc: 0.7188, loss_cls: 2.1896, loss: 3.4649, grad_norm: 6.4477 2021-07-04 08:52:24,245 - mmaction - INFO - Epoch [31][240/3757] lr: 1.000e-02, eta: 5 days, 14:36:31, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3861, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.3634, loss: 3.7495, grad_norm: 6.6568 2021-07-04 08:52:45,083 - mmaction - INFO - Epoch [31][260/3757] lr: 1.000e-02, eta: 5 days, 14:36:07, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.3903, top1_acc: 0.4516, top5_acc: 0.6977, loss_cls: 2.4177, loss: 3.8080, grad_norm: 6.5456 2021-07-04 08:53:06,314 - mmaction - INFO - Epoch [31][280/3757] lr: 1.000e-02, eta: 5 days, 14:35:44, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2894, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.1936, loss: 3.4831, grad_norm: 6.4800 2021-07-04 08:53:28,714 - mmaction - INFO - Epoch [31][300/3757] lr: 1.000e-02, eta: 5 days, 14:35:26, time: 1.120, data_time: 0.005, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.2566, loss: 3.5831, grad_norm: 6.5351 2021-07-04 08:53:49,614 - mmaction - INFO - Epoch [31][320/3757] lr: 1.000e-02, eta: 5 days, 14:35:02, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.3216, top1_acc: 0.5016, top5_acc: 0.7289, loss_cls: 2.2597, loss: 3.5813, grad_norm: 6.3968 2021-07-04 08:54:10,580 - mmaction - INFO - Epoch [31][340/3757] lr: 1.000e-02, eta: 5 days, 14:34:38, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3418, top1_acc: 0.4703, top5_acc: 0.7047, loss_cls: 2.3326, loss: 3.6743, grad_norm: 6.5852 2021-07-04 08:54:31,693 - mmaction - INFO - Epoch [31][360/3757] lr: 1.000e-02, eta: 5 days, 14:34:15, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3087, top1_acc: 0.4961, top5_acc: 0.7195, loss_cls: 2.2640, loss: 3.5727, grad_norm: 6.4239 2021-07-04 08:54:52,828 - mmaction - INFO - Epoch [31][380/3757] lr: 1.000e-02, eta: 5 days, 14:33:53, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2981, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.1971, loss: 3.4952, grad_norm: 6.2711 2021-07-04 08:55:13,774 - mmaction - INFO - Epoch [31][400/3757] lr: 1.000e-02, eta: 5 days, 14:33:29, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.3408, top1_acc: 0.4867, top5_acc: 0.7164, loss_cls: 2.3070, loss: 3.6477, grad_norm: 6.4227 2021-07-04 08:55:35,336 - mmaction - INFO - Epoch [31][420/3757] lr: 1.000e-02, eta: 5 days, 14:33:08, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.3342, top1_acc: 0.4961, top5_acc: 0.7125, loss_cls: 2.2815, loss: 3.6157, grad_norm: 6.6172 2021-07-04 08:55:56,220 - mmaction - INFO - Epoch [31][440/3757] lr: 1.000e-02, eta: 5 days, 14:32:44, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3339, top1_acc: 0.4797, top5_acc: 0.7094, loss_cls: 2.3046, loss: 3.6385, grad_norm: 6.5480 2021-07-04 08:56:17,162 - mmaction - INFO - Epoch [31][460/3757] lr: 1.000e-02, eta: 5 days, 14:32:20, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.3115, top1_acc: 0.5109, top5_acc: 0.7281, loss_cls: 2.2037, loss: 3.5153, grad_norm: 6.4677 2021-07-04 08:56:38,748 - mmaction - INFO - Epoch [31][480/3757] lr: 1.000e-02, eta: 5 days, 14:31:59, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.3028, top1_acc: 0.4805, top5_acc: 0.7211, loss_cls: 2.2595, loss: 3.5623, grad_norm: 6.4858 2021-07-04 08:56:59,753 - mmaction - INFO - Epoch [31][500/3757] lr: 1.000e-02, eta: 5 days, 14:31:35, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3311, top1_acc: 0.4766, top5_acc: 0.7195, loss_cls: 2.2784, loss: 3.6095, grad_norm: 6.4901 2021-07-04 08:57:20,755 - mmaction - INFO - Epoch [31][520/3757] lr: 1.000e-02, eta: 5 days, 14:31:11, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3475, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.3192, loss: 3.6667, grad_norm: 6.4467 2021-07-04 08:57:41,786 - mmaction - INFO - Epoch [31][540/3757] lr: 1.000e-02, eta: 5 days, 14:30:48, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3686, top1_acc: 0.4586, top5_acc: 0.7094, loss_cls: 2.3203, loss: 3.6890, grad_norm: 6.5702 2021-07-04 08:58:03,012 - mmaction - INFO - Epoch [31][560/3757] lr: 1.000e-02, eta: 5 days, 14:30:25, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3249, top1_acc: 0.5062, top5_acc: 0.7211, loss_cls: 2.2777, loss: 3.6026, grad_norm: 6.4572 2021-07-04 08:58:24,124 - mmaction - INFO - Epoch [31][580/3757] lr: 1.000e-02, eta: 5 days, 14:30:03, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3347, top1_acc: 0.4813, top5_acc: 0.7047, loss_cls: 2.2880, loss: 3.6227, grad_norm: 6.5362 2021-07-04 08:58:45,408 - mmaction - INFO - Epoch [31][600/3757] lr: 1.000e-02, eta: 5 days, 14:29:40, time: 1.064, data_time: 0.017, memory: 6921, loss_aux: 1.3380, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.3265, loss: 3.6645, grad_norm: 6.5840 2021-07-04 08:59:07,048 - mmaction - INFO - Epoch [31][620/3757] lr: 1.000e-02, eta: 5 days, 14:29:19, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.3128, top1_acc: 0.5047, top5_acc: 0.7242, loss_cls: 2.2505, loss: 3.5634, grad_norm: 6.3956 2021-07-04 08:59:28,441 - mmaction - INFO - Epoch [31][640/3757] lr: 1.000e-02, eta: 5 days, 14:28:57, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.3275, top1_acc: 0.4656, top5_acc: 0.7227, loss_cls: 2.2925, loss: 3.6200, grad_norm: 6.5539 2021-07-04 08:59:50,073 - mmaction - INFO - Epoch [31][660/3757] lr: 1.000e-02, eta: 5 days, 14:28:36, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3336, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2676, loss: 3.6012, grad_norm: 6.6701 2021-07-04 09:00:10,856 - mmaction - INFO - Epoch [31][680/3757] lr: 1.000e-02, eta: 5 days, 14:28:12, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.2861, top1_acc: 0.4883, top5_acc: 0.7352, loss_cls: 2.1958, loss: 3.4820, grad_norm: 6.5197 2021-07-04 09:00:32,513 - mmaction - INFO - Epoch [31][700/3757] lr: 1.000e-02, eta: 5 days, 14:27:51, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.3126, top1_acc: 0.4859, top5_acc: 0.7133, loss_cls: 2.2677, loss: 3.5803, grad_norm: 6.7283 2021-07-04 09:00:53,597 - mmaction - INFO - Epoch [31][720/3757] lr: 1.000e-02, eta: 5 days, 14:27:27, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2920, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1464, loss: 3.4384, grad_norm: 6.3994 2021-07-04 09:01:14,945 - mmaction - INFO - Epoch [31][740/3757] lr: 1.000e-02, eta: 5 days, 14:27:06, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3140, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.2717, loss: 3.5857, grad_norm: 6.7778 2021-07-04 09:01:36,393 - mmaction - INFO - Epoch [31][760/3757] lr: 1.000e-02, eta: 5 days, 14:26:44, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.3140, top1_acc: 0.4664, top5_acc: 0.6945, loss_cls: 2.3123, loss: 3.6263, grad_norm: 6.4706 2021-07-04 09:01:57,868 - mmaction - INFO - Epoch [31][780/3757] lr: 1.000e-02, eta: 5 days, 14:26:22, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.3052, top1_acc: 0.4820, top5_acc: 0.7117, loss_cls: 2.2484, loss: 3.5536, grad_norm: 6.6172 2021-07-04 09:02:20,692 - mmaction - INFO - Epoch [31][800/3757] lr: 1.000e-02, eta: 5 days, 14:26:06, time: 1.141, data_time: 0.002, memory: 6921, loss_aux: 1.3412, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2795, loss: 3.6208, grad_norm: 6.4009 2021-07-04 09:02:41,523 - mmaction - INFO - Epoch [31][820/3757] lr: 1.000e-02, eta: 5 days, 14:25:42, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.3091, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.3036, loss: 3.6128, grad_norm: 6.5337 2021-07-04 09:03:02,637 - mmaction - INFO - Epoch [31][840/3757] lr: 1.000e-02, eta: 5 days, 14:25:18, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3357, top1_acc: 0.5031, top5_acc: 0.7172, loss_cls: 2.2590, loss: 3.5947, grad_norm: 6.4153 2021-07-04 09:03:23,711 - mmaction - INFO - Epoch [31][860/3757] lr: 1.000e-02, eta: 5 days, 14:24:55, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 1.3454, top1_acc: 0.4883, top5_acc: 0.7141, loss_cls: 2.3242, loss: 3.6696, grad_norm: 6.4041 2021-07-04 09:03:44,897 - mmaction - INFO - Epoch [31][880/3757] lr: 1.000e-02, eta: 5 days, 14:24:32, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.3326, top1_acc: 0.4766, top5_acc: 0.7086, loss_cls: 2.3158, loss: 3.6484, grad_norm: 6.4871 2021-07-04 09:04:05,977 - mmaction - INFO - Epoch [31][900/3757] lr: 1.000e-02, eta: 5 days, 14:24:09, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3088, top1_acc: 0.5000, top5_acc: 0.7289, loss_cls: 2.2525, loss: 3.5613, grad_norm: 6.3757 2021-07-04 09:04:27,221 - mmaction - INFO - Epoch [31][920/3757] lr: 1.000e-02, eta: 5 days, 14:23:47, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2922, top1_acc: 0.5062, top5_acc: 0.7227, loss_cls: 2.2176, loss: 3.5099, grad_norm: 6.3420 2021-07-04 09:04:48,336 - mmaction - INFO - Epoch [31][940/3757] lr: 1.000e-02, eta: 5 days, 14:23:24, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3531, top1_acc: 0.4695, top5_acc: 0.7031, loss_cls: 2.3610, loss: 3.7142, grad_norm: 6.7290 2021-07-04 09:05:09,600 - mmaction - INFO - Epoch [31][960/3757] lr: 1.000e-02, eta: 5 days, 14:23:01, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3319, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2943, loss: 3.6263, grad_norm: 6.4917 2021-07-04 09:05:30,641 - mmaction - INFO - Epoch [31][980/3757] lr: 1.000e-02, eta: 5 days, 14:22:38, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2966, top1_acc: 0.4969, top5_acc: 0.7242, loss_cls: 2.2592, loss: 3.5558, grad_norm: 6.4336 2021-07-04 09:05:52,522 - mmaction - INFO - Epoch [31][1000/3757] lr: 1.000e-02, eta: 5 days, 14:22:18, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.3115, top1_acc: 0.4844, top5_acc: 0.7258, loss_cls: 2.2345, loss: 3.5460, grad_norm: 6.4211 2021-07-04 09:06:13,515 - mmaction - INFO - Epoch [31][1020/3757] lr: 1.000e-02, eta: 5 days, 14:21:54, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3147, top1_acc: 0.5023, top5_acc: 0.7234, loss_cls: 2.2251, loss: 3.5398, grad_norm: 6.3144 2021-07-04 09:06:34,721 - mmaction - INFO - Epoch [31][1040/3757] lr: 1.000e-02, eta: 5 days, 14:21:32, time: 1.061, data_time: 0.008, memory: 6921, loss_aux: 1.3077, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.2240, loss: 3.5317, grad_norm: 6.5361 2021-07-04 09:06:55,865 - mmaction - INFO - Epoch [31][1060/3757] lr: 1.000e-02, eta: 5 days, 14:21:09, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.3673, top1_acc: 0.4711, top5_acc: 0.6922, loss_cls: 2.4123, loss: 3.7796, grad_norm: 6.6131 2021-07-04 09:07:17,664 - mmaction - INFO - Epoch [31][1080/3757] lr: 1.000e-02, eta: 5 days, 14:20:48, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.3405, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.2985, loss: 3.6390, grad_norm: 6.5338 2021-07-04 09:07:39,219 - mmaction - INFO - Epoch [31][1100/3757] lr: 1.000e-02, eta: 5 days, 14:20:27, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.3113, top1_acc: 0.4711, top5_acc: 0.7133, loss_cls: 2.2882, loss: 3.5995, grad_norm: 6.5359 2021-07-04 09:08:00,420 - mmaction - INFO - Epoch [31][1120/3757] lr: 1.000e-02, eta: 5 days, 14:20:04, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3589, top1_acc: 0.4672, top5_acc: 0.7031, loss_cls: 2.3430, loss: 3.7018, grad_norm: 6.5797 2021-07-04 09:08:21,399 - mmaction - INFO - Epoch [31][1140/3757] lr: 1.000e-02, eta: 5 days, 14:19:41, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3447, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.3391, loss: 3.6839, grad_norm: 6.6274 2021-07-04 09:08:43,329 - mmaction - INFO - Epoch [31][1160/3757] lr: 1.000e-02, eta: 5 days, 14:19:21, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.3129, top1_acc: 0.4727, top5_acc: 0.7211, loss_cls: 2.2760, loss: 3.5889, grad_norm: 6.5676 2021-07-04 09:09:04,681 - mmaction - INFO - Epoch [31][1180/3757] lr: 1.000e-02, eta: 5 days, 14:18:59, time: 1.067, data_time: 0.010, memory: 6921, loss_aux: 1.3660, top1_acc: 0.4742, top5_acc: 0.6937, loss_cls: 2.4097, loss: 3.7757, grad_norm: 6.6271 2021-07-04 09:09:26,093 - mmaction - INFO - Epoch [31][1200/3757] lr: 1.000e-02, eta: 5 days, 14:18:37, time: 1.070, data_time: 0.017, memory: 6921, loss_aux: 1.3356, top1_acc: 0.4914, top5_acc: 0.6953, loss_cls: 2.3525, loss: 3.6881, grad_norm: 6.4509 2021-07-04 09:09:47,793 - mmaction - INFO - Epoch [31][1220/3757] lr: 1.000e-02, eta: 5 days, 14:18:16, time: 1.085, data_time: 0.040, memory: 6921, loss_aux: 1.3871, top1_acc: 0.4477, top5_acc: 0.7063, loss_cls: 2.3913, loss: 3.7784, grad_norm: 6.5622 2021-07-04 09:10:09,062 - mmaction - INFO - Epoch [31][1240/3757] lr: 1.000e-02, eta: 5 days, 14:17:54, time: 1.065, data_time: 0.033, memory: 6921, loss_aux: 1.3325, top1_acc: 0.4953, top5_acc: 0.7125, loss_cls: 2.3168, loss: 3.6493, grad_norm: 6.6342 2021-07-04 09:10:30,316 - mmaction - INFO - Epoch [31][1260/3757] lr: 1.000e-02, eta: 5 days, 14:17:31, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2795, top1_acc: 0.4961, top5_acc: 0.7328, loss_cls: 2.2270, loss: 3.5066, grad_norm: 6.4499 2021-07-04 09:10:51,780 - mmaction - INFO - Epoch [31][1280/3757] lr: 1.000e-02, eta: 5 days, 14:17:09, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.3351, top1_acc: 0.4734, top5_acc: 0.6859, loss_cls: 2.3642, loss: 3.6993, grad_norm: 6.6631 2021-07-04 09:11:13,553 - mmaction - INFO - Epoch [31][1300/3757] lr: 1.000e-02, eta: 5 days, 14:16:49, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2993, top1_acc: 0.4906, top5_acc: 0.7203, loss_cls: 2.2518, loss: 3.5511, grad_norm: 6.5146 2021-07-04 09:11:35,053 - mmaction - INFO - Epoch [31][1320/3757] lr: 1.000e-02, eta: 5 days, 14:16:27, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 1.2446, top1_acc: 0.5227, top5_acc: 0.7547, loss_cls: 2.0548, loss: 3.2994, grad_norm: 6.2419 2021-07-04 09:11:56,086 - mmaction - INFO - Epoch [31][1340/3757] lr: 1.000e-02, eta: 5 days, 14:16:04, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3172, top1_acc: 0.4914, top5_acc: 0.7094, loss_cls: 2.2784, loss: 3.5956, grad_norm: 6.5556 2021-07-04 09:12:17,284 - mmaction - INFO - Epoch [31][1360/3757] lr: 1.000e-02, eta: 5 days, 14:15:41, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2948, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.2084, loss: 3.5032, grad_norm: 6.4122 2021-07-04 09:12:38,326 - mmaction - INFO - Epoch [31][1380/3757] lr: 1.000e-02, eta: 5 days, 14:15:18, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3648, top1_acc: 0.4883, top5_acc: 0.6930, loss_cls: 2.4089, loss: 3.7737, grad_norm: 6.5413 2021-07-04 09:12:59,595 - mmaction - INFO - Epoch [31][1400/3757] lr: 1.000e-02, eta: 5 days, 14:14:55, time: 1.063, data_time: 0.018, memory: 6921, loss_aux: 1.3453, top1_acc: 0.4867, top5_acc: 0.7273, loss_cls: 2.2580, loss: 3.6033, grad_norm: 6.4018 2021-07-04 09:13:21,047 - mmaction - INFO - Epoch [31][1420/3757] lr: 1.000e-02, eta: 5 days, 14:14:34, time: 1.073, data_time: 0.027, memory: 6921, loss_aux: 1.3681, top1_acc: 0.4609, top5_acc: 0.7070, loss_cls: 2.3705, loss: 3.7386, grad_norm: 6.7948 2021-07-04 09:13:42,545 - mmaction - INFO - Epoch [31][1440/3757] lr: 1.000e-02, eta: 5 days, 14:14:12, time: 1.075, data_time: 0.042, memory: 6921, loss_aux: 1.3090, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2187, loss: 3.5277, grad_norm: 6.3561 2021-07-04 09:14:03,972 - mmaction - INFO - Epoch [31][1460/3757] lr: 1.000e-02, eta: 5 days, 14:13:50, time: 1.072, data_time: 0.018, memory: 6921, loss_aux: 1.3345, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.2974, loss: 3.6319, grad_norm: 6.6850 2021-07-04 09:14:25,207 - mmaction - INFO - Epoch [31][1480/3757] lr: 1.000e-02, eta: 5 days, 14:13:28, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3637, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4040, loss: 3.7677, grad_norm: 6.5454 2021-07-04 09:14:46,254 - mmaction - INFO - Epoch [31][1500/3757] lr: 1.000e-02, eta: 5 days, 14:13:04, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3130, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2717, loss: 3.5846, grad_norm: 6.2776 2021-07-04 09:15:07,506 - mmaction - INFO - Epoch [31][1520/3757] lr: 1.000e-02, eta: 5 days, 14:12:42, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3227, top1_acc: 0.4891, top5_acc: 0.6937, loss_cls: 2.3046, loss: 3.6273, grad_norm: 6.4741 2021-07-04 09:15:28,623 - mmaction - INFO - Epoch [31][1540/3757] lr: 1.000e-02, eta: 5 days, 14:12:19, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2737, top1_acc: 0.5102, top5_acc: 0.7320, loss_cls: 2.1519, loss: 3.4256, grad_norm: 6.2564 2021-07-04 09:15:50,162 - mmaction - INFO - Epoch [31][1560/3757] lr: 1.000e-02, eta: 5 days, 14:11:58, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2876, top1_acc: 0.4930, top5_acc: 0.7266, loss_cls: 2.2239, loss: 3.5116, grad_norm: 6.4730 2021-07-04 09:16:11,680 - mmaction - INFO - Epoch [31][1580/3757] lr: 1.000e-02, eta: 5 days, 14:11:36, time: 1.075, data_time: 0.034, memory: 6921, loss_aux: 1.3114, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2361, loss: 3.5475, grad_norm: 6.5970 2021-07-04 09:16:32,984 - mmaction - INFO - Epoch [31][1600/3757] lr: 1.000e-02, eta: 5 days, 14:11:14, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3299, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2895, loss: 3.6194, grad_norm: 6.5380 2021-07-04 09:16:54,043 - mmaction - INFO - Epoch [31][1620/3757] lr: 1.000e-02, eta: 5 days, 14:10:51, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3420, top1_acc: 0.4648, top5_acc: 0.7023, loss_cls: 2.3575, loss: 3.6995, grad_norm: 6.5412 2021-07-04 09:17:15,085 - mmaction - INFO - Epoch [31][1640/3757] lr: 1.000e-02, eta: 5 days, 14:10:27, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3340, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.2897, loss: 3.6237, grad_norm: 6.4152 2021-07-04 09:17:36,362 - mmaction - INFO - Epoch [31][1660/3757] lr: 1.000e-02, eta: 5 days, 14:10:05, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.3222, top1_acc: 0.4984, top5_acc: 0.7133, loss_cls: 2.2758, loss: 3.5979, grad_norm: 6.5406 2021-07-04 09:17:57,633 - mmaction - INFO - Epoch [31][1680/3757] lr: 1.000e-02, eta: 5 days, 14:09:43, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3298, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.3078, loss: 3.6376, grad_norm: 6.4783 2021-07-04 09:18:18,974 - mmaction - INFO - Epoch [31][1700/3757] lr: 1.000e-02, eta: 5 days, 14:09:20, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2671, top1_acc: 0.4945, top5_acc: 0.7258, loss_cls: 2.2058, loss: 3.4729, grad_norm: 6.3762 2021-07-04 09:18:40,319 - mmaction - INFO - Epoch [31][1720/3757] lr: 1.000e-02, eta: 5 days, 14:08:58, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3208, top1_acc: 0.4695, top5_acc: 0.7070, loss_cls: 2.3216, loss: 3.6424, grad_norm: 6.5767 2021-07-04 09:19:01,513 - mmaction - INFO - Epoch [31][1740/3757] lr: 1.000e-02, eta: 5 days, 14:08:35, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3639, top1_acc: 0.4633, top5_acc: 0.6992, loss_cls: 2.3694, loss: 3.7333, grad_norm: 6.4734 2021-07-04 09:19:22,660 - mmaction - INFO - Epoch [31][1760/3757] lr: 1.000e-02, eta: 5 days, 14:08:13, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.4082, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.3761, loss: 3.7843, grad_norm: 6.6668 2021-07-04 09:19:43,952 - mmaction - INFO - Epoch [31][1780/3757] lr: 1.000e-02, eta: 5 days, 14:07:50, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3513, top1_acc: 0.4562, top5_acc: 0.6937, loss_cls: 2.3916, loss: 3.7428, grad_norm: 6.7233 2021-07-04 09:20:05,560 - mmaction - INFO - Epoch [31][1800/3757] lr: 1.000e-02, eta: 5 days, 14:07:29, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3011, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.2147, loss: 3.5158, grad_norm: 6.2920 2021-07-04 09:20:27,324 - mmaction - INFO - Epoch [31][1820/3757] lr: 1.000e-02, eta: 5 days, 14:07:09, time: 1.087, data_time: 0.006, memory: 6921, loss_aux: 1.3630, top1_acc: 0.4648, top5_acc: 0.7227, loss_cls: 2.3655, loss: 3.7286, grad_norm: 6.6559 2021-07-04 09:20:48,964 - mmaction - INFO - Epoch [31][1840/3757] lr: 1.000e-02, eta: 5 days, 14:06:48, time: 1.083, data_time: 0.005, memory: 6921, loss_aux: 1.3436, top1_acc: 0.4766, top5_acc: 0.7078, loss_cls: 2.3671, loss: 3.7107, grad_norm: 6.6934 2021-07-04 09:21:09,902 - mmaction - INFO - Epoch [31][1860/3757] lr: 1.000e-02, eta: 5 days, 14:06:24, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3080, top1_acc: 0.4766, top5_acc: 0.7320, loss_cls: 2.2553, loss: 3.5633, grad_norm: 6.5101 2021-07-04 09:21:31,842 - mmaction - INFO - Epoch [31][1880/3757] lr: 1.000e-02, eta: 5 days, 14:06:04, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.2888, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.1603, loss: 3.4492, grad_norm: 6.2785 2021-07-04 09:21:52,990 - mmaction - INFO - Epoch [31][1900/3757] lr: 1.000e-02, eta: 5 days, 14:05:41, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2618, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1780, loss: 3.4398, grad_norm: 6.4619 2021-07-04 09:22:13,966 - mmaction - INFO - Epoch [31][1920/3757] lr: 1.000e-02, eta: 5 days, 14:05:17, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3730, top1_acc: 0.4539, top5_acc: 0.7031, loss_cls: 2.3852, loss: 3.7582, grad_norm: 6.4978 2021-07-04 09:22:35,177 - mmaction - INFO - Epoch [31][1940/3757] lr: 1.000e-02, eta: 5 days, 14:04:55, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3334, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.3294, loss: 3.6627, grad_norm: 6.3200 2021-07-04 09:22:56,372 - mmaction - INFO - Epoch [31][1960/3757] lr: 1.000e-02, eta: 5 days, 14:04:32, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3475, top1_acc: 0.4586, top5_acc: 0.7156, loss_cls: 2.3466, loss: 3.6941, grad_norm: 6.4212 2021-07-04 09:23:17,467 - mmaction - INFO - Epoch [31][1980/3757] lr: 1.000e-02, eta: 5 days, 14:04:09, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3028, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.1994, loss: 3.5022, grad_norm: 6.3033 2021-07-04 09:23:38,776 - mmaction - INFO - Epoch [31][2000/3757] lr: 1.000e-02, eta: 5 days, 14:03:47, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3715, top1_acc: 0.4406, top5_acc: 0.7023, loss_cls: 2.3844, loss: 3.7559, grad_norm: 6.5512 2021-07-04 09:23:59,686 - mmaction - INFO - Epoch [31][2020/3757] lr: 1.000e-02, eta: 5 days, 14:03:23, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.2925, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1881, loss: 3.4806, grad_norm: 6.3785 2021-07-04 09:24:20,667 - mmaction - INFO - Epoch [31][2040/3757] lr: 1.000e-02, eta: 5 days, 14:02:59, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3560, top1_acc: 0.4656, top5_acc: 0.7047, loss_cls: 2.3132, loss: 3.6692, grad_norm: 6.5198 2021-07-04 09:24:41,781 - mmaction - INFO - Epoch [31][2060/3757] lr: 1.000e-02, eta: 5 days, 14:02:36, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3309, top1_acc: 0.4883, top5_acc: 0.7164, loss_cls: 2.2556, loss: 3.5864, grad_norm: 6.3041 2021-07-04 09:25:03,119 - mmaction - INFO - Epoch [31][2080/3757] lr: 1.000e-02, eta: 5 days, 14:02:14, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3415, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.3265, loss: 3.6681, grad_norm: 6.3969 2021-07-04 09:25:24,403 - mmaction - INFO - Epoch [31][2100/3757] lr: 1.000e-02, eta: 5 days, 14:01:52, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3225, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.3029, loss: 3.6255, grad_norm: 6.5569 2021-07-04 09:25:45,436 - mmaction - INFO - Epoch [31][2120/3757] lr: 1.000e-02, eta: 5 days, 14:01:28, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3083, top1_acc: 0.4859, top5_acc: 0.7102, loss_cls: 2.2908, loss: 3.5991, grad_norm: 6.3697 2021-07-04 09:26:06,786 - mmaction - INFO - Epoch [31][2140/3757] lr: 1.000e-02, eta: 5 days, 14:01:06, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3188, top1_acc: 0.4797, top5_acc: 0.7211, loss_cls: 2.2716, loss: 3.5904, grad_norm: 6.6434 2021-07-04 09:26:27,960 - mmaction - INFO - Epoch [31][2160/3757] lr: 1.000e-02, eta: 5 days, 14:00:43, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3578, top1_acc: 0.4727, top5_acc: 0.7242, loss_cls: 2.3244, loss: 3.6823, grad_norm: 6.6453 2021-07-04 09:26:49,228 - mmaction - INFO - Epoch [31][2180/3757] lr: 1.000e-02, eta: 5 days, 14:00:21, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3271, top1_acc: 0.4727, top5_acc: 0.7320, loss_cls: 2.2473, loss: 3.5743, grad_norm: 6.6041 2021-07-04 09:27:10,480 - mmaction - INFO - Epoch [31][2200/3757] lr: 1.000e-02, eta: 5 days, 13:59:59, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.3597, top1_acc: 0.4500, top5_acc: 0.7070, loss_cls: 2.3805, loss: 3.7401, grad_norm: 6.8777 2021-07-04 09:27:32,160 - mmaction - INFO - Epoch [31][2220/3757] lr: 1.000e-02, eta: 5 days, 13:59:38, time: 1.082, data_time: 0.019, memory: 6921, loss_aux: 1.3450, top1_acc: 0.4773, top5_acc: 0.7195, loss_cls: 2.3080, loss: 3.6530, grad_norm: 6.8321 2021-07-04 09:27:53,852 - mmaction - INFO - Epoch [31][2240/3757] lr: 1.000e-02, eta: 5 days, 13:59:17, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.4121, top1_acc: 0.4469, top5_acc: 0.6969, loss_cls: 2.4820, loss: 3.8941, grad_norm: 6.6890 2021-07-04 09:28:15,031 - mmaction - INFO - Epoch [31][2260/3757] lr: 1.000e-02, eta: 5 days, 13:58:54, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3011, top1_acc: 0.4969, top5_acc: 0.7125, loss_cls: 2.2676, loss: 3.5687, grad_norm: 6.4938 2021-07-04 09:28:36,350 - mmaction - INFO - Epoch [31][2280/3757] lr: 1.000e-02, eta: 5 days, 13:58:32, time: 1.066, data_time: 0.016, memory: 6921, loss_aux: 1.3606, top1_acc: 0.4758, top5_acc: 0.6906, loss_cls: 2.3669, loss: 3.7275, grad_norm: 6.4172 2021-07-04 09:28:57,333 - mmaction - INFO - Epoch [31][2300/3757] lr: 1.000e-02, eta: 5 days, 13:58:08, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3338, top1_acc: 0.4820, top5_acc: 0.7031, loss_cls: 2.2890, loss: 3.6229, grad_norm: 6.4460 2021-07-04 09:29:18,515 - mmaction - INFO - Epoch [31][2320/3757] lr: 1.000e-02, eta: 5 days, 13:57:46, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2638, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2098, loss: 3.4736, grad_norm: 6.3435 2021-07-04 09:29:40,124 - mmaction - INFO - Epoch [31][2340/3757] lr: 1.000e-02, eta: 5 days, 13:57:25, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.3446, top1_acc: 0.4641, top5_acc: 0.7117, loss_cls: 2.3133, loss: 3.6579, grad_norm: 6.6243 2021-07-04 09:30:01,105 - mmaction - INFO - Epoch [31][2360/3757] lr: 1.000e-02, eta: 5 days, 13:57:01, time: 1.047, data_time: 0.006, memory: 6921, loss_aux: 1.3666, top1_acc: 0.4688, top5_acc: 0.7172, loss_cls: 2.3726, loss: 3.7393, grad_norm: 6.7833 2021-07-04 09:30:22,262 - mmaction - INFO - Epoch [31][2380/3757] lr: 1.000e-02, eta: 5 days, 13:56:38, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.3124, top1_acc: 0.4750, top5_acc: 0.7102, loss_cls: 2.2705, loss: 3.5829, grad_norm: 6.4478 2021-07-04 09:30:44,058 - mmaction - INFO - Epoch [31][2400/3757] lr: 1.000e-02, eta: 5 days, 13:56:18, time: 1.088, data_time: 0.040, memory: 6921, loss_aux: 1.3385, top1_acc: 0.4703, top5_acc: 0.6961, loss_cls: 2.3654, loss: 3.7039, grad_norm: 6.6162 2021-07-04 09:31:05,593 - mmaction - INFO - Epoch [31][2420/3757] lr: 1.000e-02, eta: 5 days, 13:55:56, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3045, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2055, loss: 3.5100, grad_norm: 6.4921 2021-07-04 09:31:27,603 - mmaction - INFO - Epoch [31][2440/3757] lr: 1.000e-02, eta: 5 days, 13:55:37, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.3306, top1_acc: 0.4789, top5_acc: 0.7148, loss_cls: 2.2938, loss: 3.6243, grad_norm: 6.6967 2021-07-04 09:31:48,692 - mmaction - INFO - Epoch [31][2460/3757] lr: 1.000e-02, eta: 5 days, 13:55:14, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3446, top1_acc: 0.4797, top5_acc: 0.6984, loss_cls: 2.3682, loss: 3.7128, grad_norm: 6.5902 2021-07-04 09:32:09,969 - mmaction - INFO - Epoch [31][2480/3757] lr: 1.000e-02, eta: 5 days, 13:54:51, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3316, top1_acc: 0.4805, top5_acc: 0.7039, loss_cls: 2.3056, loss: 3.6373, grad_norm: 6.4888 2021-07-04 09:32:31,123 - mmaction - INFO - Epoch [31][2500/3757] lr: 1.000e-02, eta: 5 days, 13:54:28, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3174, top1_acc: 0.4766, top5_acc: 0.7141, loss_cls: 2.2857, loss: 3.6032, grad_norm: 6.6316 2021-07-04 09:32:52,095 - mmaction - INFO - Epoch [31][2520/3757] lr: 1.000e-02, eta: 5 days, 13:54:05, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.3225, top1_acc: 0.4938, top5_acc: 0.7109, loss_cls: 2.2924, loss: 3.6150, grad_norm: 6.4876 2021-07-04 09:33:13,319 - mmaction - INFO - Epoch [31][2540/3757] lr: 1.000e-02, eta: 5 days, 13:53:42, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3919, top1_acc: 0.4484, top5_acc: 0.6906, loss_cls: 2.4419, loss: 3.8338, grad_norm: 6.6327 2021-07-04 09:33:34,979 - mmaction - INFO - Epoch [31][2560/3757] lr: 1.000e-02, eta: 5 days, 13:53:21, time: 1.082, data_time: 0.001, memory: 6921, loss_aux: 1.3530, top1_acc: 0.4656, top5_acc: 0.7102, loss_cls: 2.3662, loss: 3.7193, grad_norm: 6.4695 2021-07-04 09:33:56,203 - mmaction - INFO - Epoch [31][2580/3757] lr: 1.000e-02, eta: 5 days, 13:52:59, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2984, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.2807, loss: 3.5791, grad_norm: 6.4772 2021-07-04 09:34:17,273 - mmaction - INFO - Epoch [31][2600/3757] lr: 1.000e-02, eta: 5 days, 13:52:35, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3714, top1_acc: 0.4523, top5_acc: 0.7094, loss_cls: 2.3544, loss: 3.7258, grad_norm: 6.6354 2021-07-04 09:34:39,079 - mmaction - INFO - Epoch [31][2620/3757] lr: 1.000e-02, eta: 5 days, 13:52:15, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2844, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2623, loss: 3.5467, grad_norm: 6.3442 2021-07-04 09:35:00,029 - mmaction - INFO - Epoch [31][2640/3757] lr: 1.000e-02, eta: 5 days, 13:51:52, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2972, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.2238, loss: 3.5210, grad_norm: 6.4163 2021-07-04 09:35:21,083 - mmaction - INFO - Epoch [31][2660/3757] lr: 1.000e-02, eta: 5 days, 13:51:28, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2751, top1_acc: 0.4914, top5_acc: 0.7414, loss_cls: 2.1692, loss: 3.4443, grad_norm: 6.3667 2021-07-04 09:35:42,392 - mmaction - INFO - Epoch [31][2680/3757] lr: 1.000e-02, eta: 5 days, 13:51:06, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3533, top1_acc: 0.4617, top5_acc: 0.7148, loss_cls: 2.2997, loss: 3.6530, grad_norm: 6.6707 2021-07-04 09:36:03,514 - mmaction - INFO - Epoch [31][2700/3757] lr: 1.000e-02, eta: 5 days, 13:50:43, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3543, top1_acc: 0.4469, top5_acc: 0.7141, loss_cls: 2.3610, loss: 3.7153, grad_norm: 6.8197 2021-07-04 09:36:24,770 - mmaction - INFO - Epoch [31][2720/3757] lr: 1.000e-02, eta: 5 days, 13:50:20, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3071, top1_acc: 0.4703, top5_acc: 0.7328, loss_cls: 2.2578, loss: 3.5648, grad_norm: 6.5974 2021-07-04 09:36:45,822 - mmaction - INFO - Epoch [31][2740/3757] lr: 1.000e-02, eta: 5 days, 13:49:57, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.3188, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.2792, loss: 3.5980, grad_norm: 6.6135 2021-07-04 09:37:07,129 - mmaction - INFO - Epoch [31][2760/3757] lr: 1.000e-02, eta: 5 days, 13:49:35, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.3433, top1_acc: 0.4625, top5_acc: 0.7148, loss_cls: 2.3393, loss: 3.6826, grad_norm: 6.6037 2021-07-04 09:37:28,496 - mmaction - INFO - Epoch [31][2780/3757] lr: 1.000e-02, eta: 5 days, 13:49:13, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.3270, top1_acc: 0.4750, top5_acc: 0.7195, loss_cls: 2.2808, loss: 3.6078, grad_norm: 6.5288 2021-07-04 09:37:49,585 - mmaction - INFO - Epoch [31][2800/3757] lr: 1.000e-02, eta: 5 days, 13:48:50, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2673, top1_acc: 0.5047, top5_acc: 0.7328, loss_cls: 2.1584, loss: 3.4257, grad_norm: 6.3448 2021-07-04 09:38:10,653 - mmaction - INFO - Epoch [31][2820/3757] lr: 1.000e-02, eta: 5 days, 13:48:27, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3656, top1_acc: 0.4641, top5_acc: 0.7125, loss_cls: 2.3517, loss: 3.7173, grad_norm: 6.5500 2021-07-04 09:38:31,586 - mmaction - INFO - Epoch [31][2840/3757] lr: 1.000e-02, eta: 5 days, 13:48:03, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3259, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3139, loss: 3.6398, grad_norm: 6.5204 2021-07-04 09:38:52,775 - mmaction - INFO - Epoch [31][2860/3757] lr: 1.000e-02, eta: 5 days, 13:47:40, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3074, top1_acc: 0.4852, top5_acc: 0.7164, loss_cls: 2.2673, loss: 3.5747, grad_norm: 6.4400 2021-07-04 09:39:14,232 - mmaction - INFO - Epoch [31][2880/3757] lr: 1.000e-02, eta: 5 days, 13:47:19, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.3121, top1_acc: 0.4930, top5_acc: 0.7258, loss_cls: 2.2618, loss: 3.5738, grad_norm: 6.4436 2021-07-04 09:39:35,124 - mmaction - INFO - Epoch [31][2900/3757] lr: 1.000e-02, eta: 5 days, 13:46:55, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3588, top1_acc: 0.4789, top5_acc: 0.7133, loss_cls: 2.3923, loss: 3.7511, grad_norm: 6.6549 2021-07-04 09:39:56,437 - mmaction - INFO - Epoch [31][2920/3757] lr: 1.000e-02, eta: 5 days, 13:46:32, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3254, top1_acc: 0.4859, top5_acc: 0.7195, loss_cls: 2.2673, loss: 3.5927, grad_norm: 6.5478 2021-07-04 09:40:17,282 - mmaction - INFO - Epoch [31][2940/3757] lr: 1.000e-02, eta: 5 days, 13:46:08, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 1.3097, top1_acc: 0.4633, top5_acc: 0.7070, loss_cls: 2.3157, loss: 3.6254, grad_norm: 6.6341 2021-07-04 09:40:38,596 - mmaction - INFO - Epoch [31][2960/3757] lr: 1.000e-02, eta: 5 days, 13:45:46, time: 1.067, data_time: 0.012, memory: 6921, loss_aux: 1.2517, top1_acc: 0.5164, top5_acc: 0.7289, loss_cls: 2.1499, loss: 3.4016, grad_norm: 6.3297 2021-07-04 09:40:59,683 - mmaction - INFO - Epoch [31][2980/3757] lr: 1.000e-02, eta: 5 days, 13:45:23, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3472, top1_acc: 0.4625, top5_acc: 0.7148, loss_cls: 2.3429, loss: 3.6901, grad_norm: 6.5842 2021-07-04 09:41:20,671 - mmaction - INFO - Epoch [31][3000/3757] lr: 1.000e-02, eta: 5 days, 13:44:59, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3952, top1_acc: 0.4648, top5_acc: 0.7195, loss_cls: 2.3915, loss: 3.7867, grad_norm: 6.5538 2021-07-04 09:41:42,181 - mmaction - INFO - Epoch [31][3020/3757] lr: 1.000e-02, eta: 5 days, 13:44:38, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.2640, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1732, loss: 3.4372, grad_norm: 6.5610 2021-07-04 09:42:03,842 - mmaction - INFO - Epoch [31][3040/3757] lr: 1.000e-02, eta: 5 days, 13:44:17, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.3347, top1_acc: 0.4813, top5_acc: 0.6992, loss_cls: 2.3265, loss: 3.6612, grad_norm: 6.4261 2021-07-04 09:42:25,037 - mmaction - INFO - Epoch [31][3060/3757] lr: 1.000e-02, eta: 5 days, 13:43:54, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3362, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.2852, loss: 3.6214, grad_norm: 6.5532 2021-07-04 09:42:46,083 - mmaction - INFO - Epoch [31][3080/3757] lr: 1.000e-02, eta: 5 days, 13:43:31, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3414, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.3508, loss: 3.6922, grad_norm: 6.7274 2021-07-04 09:43:07,378 - mmaction - INFO - Epoch [31][3100/3757] lr: 1.000e-02, eta: 5 days, 13:43:09, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3331, top1_acc: 0.4820, top5_acc: 0.7109, loss_cls: 2.2942, loss: 3.6272, grad_norm: 6.5119 2021-07-04 09:43:28,977 - mmaction - INFO - Epoch [31][3120/3757] lr: 1.000e-02, eta: 5 days, 13:42:48, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.3403, top1_acc: 0.4977, top5_acc: 0.7070, loss_cls: 2.3231, loss: 3.6634, grad_norm: 6.3644 2021-07-04 09:43:49,987 - mmaction - INFO - Epoch [31][3140/3757] lr: 1.000e-02, eta: 5 days, 13:42:24, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2826, top1_acc: 0.4797, top5_acc: 0.7344, loss_cls: 2.2229, loss: 3.5055, grad_norm: 6.5155 2021-07-04 09:44:11,607 - mmaction - INFO - Epoch [31][3160/3757] lr: 1.000e-02, eta: 5 days, 13:42:03, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3675, top1_acc: 0.4680, top5_acc: 0.7063, loss_cls: 2.3763, loss: 3.7438, grad_norm: 6.6510 2021-07-04 09:44:32,608 - mmaction - INFO - Epoch [31][3180/3757] lr: 1.000e-02, eta: 5 days, 13:41:40, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3923, top1_acc: 0.4594, top5_acc: 0.6922, loss_cls: 2.4354, loss: 3.8277, grad_norm: 6.7334 2021-07-04 09:44:53,619 - mmaction - INFO - Epoch [31][3200/3757] lr: 1.000e-02, eta: 5 days, 13:41:16, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3250, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.3123, loss: 3.6373, grad_norm: 6.3358 2021-07-04 09:45:15,053 - mmaction - INFO - Epoch [31][3220/3757] lr: 1.000e-02, eta: 5 days, 13:40:55, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2988, top1_acc: 0.5008, top5_acc: 0.7203, loss_cls: 2.2367, loss: 3.5355, grad_norm: 6.4099 2021-07-04 09:45:36,765 - mmaction - INFO - Epoch [31][3240/3757] lr: 1.000e-02, eta: 5 days, 13:40:34, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.3140, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.2889, loss: 3.6029, grad_norm: 6.5318 2021-07-04 09:45:57,652 - mmaction - INFO - Epoch [31][3260/3757] lr: 1.000e-02, eta: 5 days, 13:40:10, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 1.3225, top1_acc: 0.4961, top5_acc: 0.7117, loss_cls: 2.3070, loss: 3.6295, grad_norm: 6.2879 2021-07-04 09:46:18,903 - mmaction - INFO - Epoch [31][3280/3757] lr: 1.000e-02, eta: 5 days, 13:39:48, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3545, top1_acc: 0.4617, top5_acc: 0.7008, loss_cls: 2.3559, loss: 3.7104, grad_norm: 6.3373 2021-07-04 09:46:40,296 - mmaction - INFO - Epoch [31][3300/3757] lr: 1.000e-02, eta: 5 days, 13:39:26, time: 1.071, data_time: 0.016, memory: 6921, loss_aux: 1.3246, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3230, loss: 3.6476, grad_norm: 6.4563 2021-07-04 09:47:01,490 - mmaction - INFO - Epoch [31][3320/3757] lr: 1.000e-02, eta: 5 days, 13:39:03, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.3366, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.3457, loss: 3.6823, grad_norm: 6.4887 2021-07-04 09:47:23,718 - mmaction - INFO - Epoch [31][3340/3757] lr: 1.000e-02, eta: 5 days, 13:38:44, time: 1.111, data_time: 0.071, memory: 6921, loss_aux: 1.2679, top1_acc: 0.5102, top5_acc: 0.7250, loss_cls: 2.1873, loss: 3.4552, grad_norm: 6.2014 2021-07-04 09:47:44,540 - mmaction - INFO - Epoch [31][3360/3757] lr: 1.000e-02, eta: 5 days, 13:38:20, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.2974, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2295, loss: 3.5269, grad_norm: 6.3719 2021-07-04 09:48:05,632 - mmaction - INFO - Epoch [31][3380/3757] lr: 1.000e-02, eta: 5 days, 13:37:57, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3860, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.4356, loss: 3.8216, grad_norm: 6.7884 2021-07-04 09:48:26,959 - mmaction - INFO - Epoch [31][3400/3757] lr: 1.000e-02, eta: 5 days, 13:37:35, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.3187, top1_acc: 0.4773, top5_acc: 0.7008, loss_cls: 2.3130, loss: 3.6317, grad_norm: 6.2661 2021-07-04 09:48:48,352 - mmaction - INFO - Epoch [31][3420/3757] lr: 1.000e-02, eta: 5 days, 13:37:13, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3524, top1_acc: 0.4898, top5_acc: 0.7117, loss_cls: 2.3216, loss: 3.6739, grad_norm: 6.4836 2021-07-04 09:49:09,544 - mmaction - INFO - Epoch [31][3440/3757] lr: 1.000e-02, eta: 5 days, 13:36:50, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2956, top1_acc: 0.4938, top5_acc: 0.7117, loss_cls: 2.2734, loss: 3.5689, grad_norm: 6.3779 2021-07-04 09:49:30,589 - mmaction - INFO - Epoch [31][3460/3757] lr: 1.000e-02, eta: 5 days, 13:36:27, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.3189, top1_acc: 0.4922, top5_acc: 0.7109, loss_cls: 2.2813, loss: 3.6002, grad_norm: 6.4553 2021-07-04 09:49:51,872 - mmaction - INFO - Epoch [31][3480/3757] lr: 1.000e-02, eta: 5 days, 13:36:05, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3044, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2225, loss: 3.5269, grad_norm: 6.4190 2021-07-04 09:50:13,166 - mmaction - INFO - Epoch [31][3500/3757] lr: 1.000e-02, eta: 5 days, 13:35:42, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.3664, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.3668, loss: 3.7332, grad_norm: 6.6070 2021-07-04 09:50:34,166 - mmaction - INFO - Epoch [31][3520/3757] lr: 1.000e-02, eta: 5 days, 13:35:19, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.3387, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2999, loss: 3.6386, grad_norm: 6.6060 2021-07-04 09:50:55,239 - mmaction - INFO - Epoch [31][3540/3757] lr: 1.000e-02, eta: 5 days, 13:34:56, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3451, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3249, loss: 3.6700, grad_norm: 6.4270 2021-07-04 09:51:17,209 - mmaction - INFO - Epoch [31][3560/3757] lr: 1.000e-02, eta: 5 days, 13:34:36, time: 1.099, data_time: 0.035, memory: 6921, loss_aux: 1.3267, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.2919, loss: 3.6186, grad_norm: 6.5761 2021-07-04 09:51:38,195 - mmaction - INFO - Epoch [31][3580/3757] lr: 1.000e-02, eta: 5 days, 13:34:12, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.3577, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3907, loss: 3.7484, grad_norm: 6.5635 2021-07-04 09:51:59,302 - mmaction - INFO - Epoch [31][3600/3757] lr: 1.000e-02, eta: 5 days, 13:33:49, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3486, top1_acc: 0.4609, top5_acc: 0.6953, loss_cls: 2.3850, loss: 3.7337, grad_norm: 6.4340 2021-07-04 09:52:20,806 - mmaction - INFO - Epoch [31][3620/3757] lr: 1.000e-02, eta: 5 days, 13:33:28, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.3124, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.2999, loss: 3.6123, grad_norm: 6.5081 2021-07-04 09:52:42,439 - mmaction - INFO - Epoch [31][3640/3757] lr: 1.000e-02, eta: 5 days, 13:33:07, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.3289, top1_acc: 0.4641, top5_acc: 0.7000, loss_cls: 2.3423, loss: 3.6712, grad_norm: 6.3239 2021-07-04 09:53:03,511 - mmaction - INFO - Epoch [31][3660/3757] lr: 1.000e-02, eta: 5 days, 13:32:44, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3323, top1_acc: 0.4656, top5_acc: 0.7039, loss_cls: 2.3470, loss: 3.6793, grad_norm: 6.3922 2021-07-04 09:53:24,806 - mmaction - INFO - Epoch [31][3680/3757] lr: 1.000e-02, eta: 5 days, 13:32:22, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3251, top1_acc: 0.4859, top5_acc: 0.7055, loss_cls: 2.2948, loss: 3.6199, grad_norm: 6.1426 2021-07-04 09:53:45,842 - mmaction - INFO - Epoch [31][3700/3757] lr: 1.000e-02, eta: 5 days, 13:31:58, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.3535, top1_acc: 0.4789, top5_acc: 0.7086, loss_cls: 2.3229, loss: 3.6764, grad_norm: 6.4954 2021-07-04 09:54:07,273 - mmaction - INFO - Epoch [31][3720/3757] lr: 1.000e-02, eta: 5 days, 13:31:37, time: 1.073, data_time: 0.007, memory: 6921, loss_aux: 1.3273, top1_acc: 0.4891, top5_acc: 0.7219, loss_cls: 2.2891, loss: 3.6164, grad_norm: 6.5000 2021-07-04 09:54:29,207 - mmaction - INFO - Epoch [31][3740/3757] lr: 1.000e-02, eta: 5 days, 13:31:16, time: 1.094, data_time: 0.001, memory: 6921, loss_aux: 1.3157, top1_acc: 0.4781, top5_acc: 0.7234, loss_cls: 2.2673, loss: 3.5829, grad_norm: 6.4999 2021-07-04 09:54:47,559 - mmaction - INFO - Saving checkpoint at 31 epochs 2021-07-04 09:55:50,684 - mmaction - INFO - Epoch [32][20/3757] lr: 1.000e-02, eta: 5 days, 13:32:00, time: 3.076, data_time: 2.043, memory: 6921, loss_aux: 1.3214, top1_acc: 0.5055, top5_acc: 0.7234, loss_cls: 2.2417, loss: 3.5632, grad_norm: 6.4911 2021-07-04 09:56:11,540 - mmaction - INFO - Epoch [32][40/3757] lr: 1.000e-02, eta: 5 days, 13:31:36, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.3194, top1_acc: 0.4695, top5_acc: 0.7102, loss_cls: 2.3293, loss: 3.6488, grad_norm: 6.3709 2021-07-04 09:56:32,583 - mmaction - INFO - Epoch [32][60/3757] lr: 1.000e-02, eta: 5 days, 13:31:13, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.3003, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2337, loss: 3.5339, grad_norm: 6.4551 2021-07-04 09:56:54,335 - mmaction - INFO - Epoch [32][80/3757] lr: 1.000e-02, eta: 5 days, 13:30:52, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3350, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3067, loss: 3.6417, grad_norm: 6.5045 2021-07-04 09:57:15,427 - mmaction - INFO - Epoch [32][100/3757] lr: 1.000e-02, eta: 5 days, 13:30:29, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2888, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.2198, loss: 3.5085, grad_norm: 6.3220 2021-07-04 09:57:36,919 - mmaction - INFO - Epoch [32][120/3757] lr: 1.000e-02, eta: 5 days, 13:30:08, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.3572, top1_acc: 0.4797, top5_acc: 0.7047, loss_cls: 2.3341, loss: 3.6913, grad_norm: 6.4426 2021-07-04 09:57:57,913 - mmaction - INFO - Epoch [32][140/3757] lr: 1.000e-02, eta: 5 days, 13:29:44, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.2976, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.2376, loss: 3.5352, grad_norm: 6.3390 2021-07-04 09:58:19,055 - mmaction - INFO - Epoch [32][160/3757] lr: 1.000e-02, eta: 5 days, 13:29:21, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.3498, top1_acc: 0.4773, top5_acc: 0.7070, loss_cls: 2.2852, loss: 3.6350, grad_norm: 6.6836 2021-07-04 09:58:40,973 - mmaction - INFO - Epoch [32][180/3757] lr: 1.000e-02, eta: 5 days, 13:29:01, time: 1.096, data_time: 0.052, memory: 6921, loss_aux: 1.3142, top1_acc: 0.4914, top5_acc: 0.7141, loss_cls: 2.2325, loss: 3.5467, grad_norm: 6.5592 2021-07-04 09:59:01,831 - mmaction - INFO - Epoch [32][200/3757] lr: 1.000e-02, eta: 5 days, 13:28:37, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.3337, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.3223, loss: 3.6560, grad_norm: 6.6814 2021-07-04 09:59:22,779 - mmaction - INFO - Epoch [32][220/3757] lr: 1.000e-02, eta: 5 days, 13:28:14, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3260, top1_acc: 0.4789, top5_acc: 0.7297, loss_cls: 2.2673, loss: 3.5933, grad_norm: 6.5845 2021-07-04 09:59:43,781 - mmaction - INFO - Epoch [32][240/3757] lr: 1.000e-02, eta: 5 days, 13:27:50, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3474, top1_acc: 0.4820, top5_acc: 0.7031, loss_cls: 2.3446, loss: 3.6920, grad_norm: 6.4206 2021-07-04 10:00:05,101 - mmaction - INFO - Epoch [32][260/3757] lr: 1.000e-02, eta: 5 days, 13:27:28, time: 1.065, data_time: 0.021, memory: 6921, loss_aux: 1.2768, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.1524, loss: 3.4293, grad_norm: 6.3564 2021-07-04 10:00:26,777 - mmaction - INFO - Epoch [32][280/3757] lr: 1.000e-02, eta: 5 days, 13:27:07, time: 1.084, data_time: 0.037, memory: 6921, loss_aux: 1.3517, top1_acc: 0.4758, top5_acc: 0.7063, loss_cls: 2.3320, loss: 3.6837, grad_norm: 6.6322 2021-07-04 10:00:47,823 - mmaction - INFO - Epoch [32][300/3757] lr: 1.000e-02, eta: 5 days, 13:26:44, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.3356, top1_acc: 0.4625, top5_acc: 0.7195, loss_cls: 2.2920, loss: 3.6276, grad_norm: 6.7013 2021-07-04 10:01:08,887 - mmaction - INFO - Epoch [32][320/3757] lr: 1.000e-02, eta: 5 days, 13:26:21, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3401, top1_acc: 0.4930, top5_acc: 0.7234, loss_cls: 2.2524, loss: 3.5925, grad_norm: 6.4877 2021-07-04 10:01:30,082 - mmaction - INFO - Epoch [32][340/3757] lr: 1.000e-02, eta: 5 days, 13:25:58, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3585, top1_acc: 0.4711, top5_acc: 0.7063, loss_cls: 2.3593, loss: 3.7178, grad_norm: 6.4178 2021-07-04 10:01:51,401 - mmaction - INFO - Epoch [32][360/3757] lr: 1.000e-02, eta: 5 days, 13:25:36, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2776, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1660, loss: 3.4436, grad_norm: 6.4213 2021-07-04 10:02:12,398 - mmaction - INFO - Epoch [32][380/3757] lr: 1.000e-02, eta: 5 days, 13:25:13, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2911, top1_acc: 0.4867, top5_acc: 0.7156, loss_cls: 2.2600, loss: 3.5510, grad_norm: 6.8149 2021-07-04 10:02:33,306 - mmaction - INFO - Epoch [32][400/3757] lr: 1.000e-02, eta: 5 days, 13:24:49, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 1.3246, top1_acc: 0.4898, top5_acc: 0.7172, loss_cls: 2.2633, loss: 3.5878, grad_norm: 6.6432 2021-07-04 10:02:54,365 - mmaction - INFO - Epoch [32][420/3757] lr: 1.000e-02, eta: 5 days, 13:24:25, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3175, top1_acc: 0.4914, top5_acc: 0.7164, loss_cls: 2.2598, loss: 3.5773, grad_norm: 6.5614 2021-07-04 10:03:16,136 - mmaction - INFO - Epoch [32][440/3757] lr: 1.000e-02, eta: 5 days, 13:24:05, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.3413, top1_acc: 0.4695, top5_acc: 0.7031, loss_cls: 2.3270, loss: 3.6683, grad_norm: 6.5020 2021-07-04 10:03:37,235 - mmaction - INFO - Epoch [32][460/3757] lr: 1.000e-02, eta: 5 days, 13:23:42, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.3295, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.2882, loss: 3.6177, grad_norm: 6.6142 2021-07-04 10:03:58,278 - mmaction - INFO - Epoch [32][480/3757] lr: 1.000e-02, eta: 5 days, 13:23:19, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3203, top1_acc: 0.4727, top5_acc: 0.7289, loss_cls: 2.2838, loss: 3.6041, grad_norm: 6.5471 2021-07-04 10:04:19,264 - mmaction - INFO - Epoch [32][500/3757] lr: 1.000e-02, eta: 5 days, 13:22:55, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3226, top1_acc: 0.4680, top5_acc: 0.7211, loss_cls: 2.2541, loss: 3.5767, grad_norm: 6.4305 2021-07-04 10:04:40,562 - mmaction - INFO - Epoch [32][520/3757] lr: 1.000e-02, eta: 5 days, 13:22:33, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3077, top1_acc: 0.4813, top5_acc: 0.6977, loss_cls: 2.2973, loss: 3.6051, grad_norm: 6.5220 2021-07-04 10:05:02,753 - mmaction - INFO - Epoch [32][540/3757] lr: 1.000e-02, eta: 5 days, 13:22:14, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.3253, top1_acc: 0.4672, top5_acc: 0.7242, loss_cls: 2.2869, loss: 3.6122, grad_norm: 6.5185 2021-07-04 10:05:24,095 - mmaction - INFO - Epoch [32][560/3757] lr: 1.000e-02, eta: 5 days, 13:21:52, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4773, top5_acc: 0.7172, loss_cls: 2.2603, loss: 3.5779, grad_norm: 6.5153 2021-07-04 10:05:45,739 - mmaction - INFO - Epoch [32][580/3757] lr: 1.000e-02, eta: 5 days, 13:21:31, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3355, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.3033, loss: 3.6388, grad_norm: 6.5961 2021-07-04 10:06:07,131 - mmaction - INFO - Epoch [32][600/3757] lr: 1.000e-02, eta: 5 days, 13:21:09, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3386, top1_acc: 0.4680, top5_acc: 0.7203, loss_cls: 2.3154, loss: 3.6540, grad_norm: 6.5975 2021-07-04 10:06:28,191 - mmaction - INFO - Epoch [32][620/3757] lr: 1.000e-02, eta: 5 days, 13:20:46, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3428, top1_acc: 0.4867, top5_acc: 0.7000, loss_cls: 2.3081, loss: 3.6509, grad_norm: 6.5488 2021-07-04 10:06:49,199 - mmaction - INFO - Epoch [32][640/3757] lr: 1.000e-02, eta: 5 days, 13:20:22, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3368, top1_acc: 0.4820, top5_acc: 0.7250, loss_cls: 2.2793, loss: 3.6162, grad_norm: 6.5361 2021-07-04 10:07:10,272 - mmaction - INFO - Epoch [32][660/3757] lr: 1.000e-02, eta: 5 days, 13:19:59, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3322, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.2809, loss: 3.6131, grad_norm: 6.5029 2021-07-04 10:07:31,230 - mmaction - INFO - Epoch [32][680/3757] lr: 1.000e-02, eta: 5 days, 13:19:36, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2820, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.2116, loss: 3.4937, grad_norm: 6.4829 2021-07-04 10:07:52,217 - mmaction - INFO - Epoch [32][700/3757] lr: 1.000e-02, eta: 5 days, 13:19:12, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.3700, top1_acc: 0.4477, top5_acc: 0.6945, loss_cls: 2.3886, loss: 3.7586, grad_norm: 6.6855 2021-07-04 10:08:13,512 - mmaction - INFO - Epoch [32][720/3757] lr: 1.000e-02, eta: 5 days, 13:18:50, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.3397, top1_acc: 0.4813, top5_acc: 0.7086, loss_cls: 2.3010, loss: 3.6408, grad_norm: 6.5732 2021-07-04 10:08:34,611 - mmaction - INFO - Epoch [32][740/3757] lr: 1.000e-02, eta: 5 days, 13:18:27, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2964, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2415, loss: 3.5379, grad_norm: 6.4423 2021-07-04 10:08:55,753 - mmaction - INFO - Epoch [32][760/3757] lr: 1.000e-02, eta: 5 days, 13:18:04, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3014, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2556, loss: 3.5570, grad_norm: 6.6037 2021-07-04 10:09:16,981 - mmaction - INFO - Epoch [32][780/3757] lr: 1.000e-02, eta: 5 days, 13:17:41, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2964, top1_acc: 0.4789, top5_acc: 0.7227, loss_cls: 2.2449, loss: 3.5413, grad_norm: 6.5725 2021-07-04 10:09:38,662 - mmaction - INFO - Epoch [32][800/3757] lr: 1.000e-02, eta: 5 days, 13:17:21, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.3452, top1_acc: 0.4734, top5_acc: 0.7086, loss_cls: 2.3192, loss: 3.6644, grad_norm: 6.5566 2021-07-04 10:09:59,695 - mmaction - INFO - Epoch [32][820/3757] lr: 1.000e-02, eta: 5 days, 13:16:57, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3221, top1_acc: 0.4719, top5_acc: 0.7055, loss_cls: 2.3084, loss: 3.6305, grad_norm: 6.5660 2021-07-04 10:10:20,581 - mmaction - INFO - Epoch [32][840/3757] lr: 1.000e-02, eta: 5 days, 13:16:33, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.3211, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2356, loss: 3.5566, grad_norm: 6.5817 2021-07-04 10:10:41,903 - mmaction - INFO - Epoch [32][860/3757] lr: 1.000e-02, eta: 5 days, 13:16:11, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3157, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2361, loss: 3.5519, grad_norm: 6.5464 2021-07-04 10:11:03,183 - mmaction - INFO - Epoch [32][880/3757] lr: 1.000e-02, eta: 5 days, 13:15:49, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2882, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2511, loss: 3.5393, grad_norm: 6.6901 2021-07-04 10:11:24,496 - mmaction - INFO - Epoch [32][900/3757] lr: 1.000e-02, eta: 5 days, 13:15:27, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3081, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2661, loss: 3.5743, grad_norm: 6.6415 2021-07-04 10:11:45,798 - mmaction - INFO - Epoch [32][920/3757] lr: 1.000e-02, eta: 5 days, 13:15:04, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3573, top1_acc: 0.4547, top5_acc: 0.6969, loss_cls: 2.3674, loss: 3.7247, grad_norm: 6.7154 2021-07-04 10:12:06,843 - mmaction - INFO - Epoch [32][940/3757] lr: 1.000e-02, eta: 5 days, 13:14:41, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3648, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3531, loss: 3.7179, grad_norm: 6.5915 2021-07-04 10:12:27,861 - mmaction - INFO - Epoch [32][960/3757] lr: 1.000e-02, eta: 5 days, 13:14:18, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.3433, top1_acc: 0.4836, top5_acc: 0.7305, loss_cls: 2.2553, loss: 3.5985, grad_norm: 6.4235 2021-07-04 10:12:49,613 - mmaction - INFO - Epoch [32][980/3757] lr: 1.000e-02, eta: 5 days, 13:13:57, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3318, top1_acc: 0.4859, top5_acc: 0.7188, loss_cls: 2.2969, loss: 3.6287, grad_norm: 6.5132 2021-07-04 10:13:10,818 - mmaction - INFO - Epoch [32][1000/3757] lr: 1.000e-02, eta: 5 days, 13:13:34, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3321, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.2667, loss: 3.5988, grad_norm: 6.4298 2021-07-04 10:13:31,919 - mmaction - INFO - Epoch [32][1020/3757] lr: 1.000e-02, eta: 5 days, 13:13:12, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3002, top1_acc: 0.4672, top5_acc: 0.7219, loss_cls: 2.2513, loss: 3.5515, grad_norm: 6.3779 2021-07-04 10:13:53,141 - mmaction - INFO - Epoch [32][1040/3757] lr: 1.000e-02, eta: 5 days, 13:12:49, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3093, top1_acc: 0.4930, top5_acc: 0.7219, loss_cls: 2.2673, loss: 3.5765, grad_norm: 6.4858 2021-07-04 10:14:14,837 - mmaction - INFO - Epoch [32][1060/3757] lr: 1.000e-02, eta: 5 days, 13:12:28, time: 1.086, data_time: 0.040, memory: 6921, loss_aux: 1.3506, top1_acc: 0.4617, top5_acc: 0.6992, loss_cls: 2.3470, loss: 3.6976, grad_norm: 6.6410 2021-07-04 10:14:35,960 - mmaction - INFO - Epoch [32][1080/3757] lr: 1.000e-02, eta: 5 days, 13:12:05, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3029, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2535, loss: 3.5564, grad_norm: 6.3872 2021-07-04 10:14:57,126 - mmaction - INFO - Epoch [32][1100/3757] lr: 1.000e-02, eta: 5 days, 13:11:42, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3548, top1_acc: 0.4781, top5_acc: 0.7109, loss_cls: 2.3234, loss: 3.6782, grad_norm: 6.6337 2021-07-04 10:15:18,523 - mmaction - INFO - Epoch [32][1120/3757] lr: 1.000e-02, eta: 5 days, 13:11:21, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3037, top1_acc: 0.4945, top5_acc: 0.7227, loss_cls: 2.2405, loss: 3.5442, grad_norm: 6.5176 2021-07-04 10:15:39,672 - mmaction - INFO - Epoch [32][1140/3757] lr: 1.000e-02, eta: 5 days, 13:10:58, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3434, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3301, loss: 3.6735, grad_norm: 6.5134 2021-07-04 10:16:00,606 - mmaction - INFO - Epoch [32][1160/3757] lr: 1.000e-02, eta: 5 days, 13:10:34, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 1.3074, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.2779, loss: 3.5852, grad_norm: 6.4594 2021-07-04 10:16:21,816 - mmaction - INFO - Epoch [32][1180/3757] lr: 1.000e-02, eta: 5 days, 13:10:11, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3126, top1_acc: 0.4789, top5_acc: 0.7094, loss_cls: 2.2820, loss: 3.5946, grad_norm: 6.4107 2021-07-04 10:16:43,961 - mmaction - INFO - Epoch [32][1200/3757] lr: 1.000e-02, eta: 5 days, 13:09:52, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.2827, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2185, loss: 3.5012, grad_norm: 6.5910 2021-07-04 10:17:05,235 - mmaction - INFO - Epoch [32][1220/3757] lr: 1.000e-02, eta: 5 days, 13:09:30, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3048, top1_acc: 0.4883, top5_acc: 0.7086, loss_cls: 2.2612, loss: 3.5660, grad_norm: 6.3999 2021-07-04 10:17:26,459 - mmaction - INFO - Epoch [32][1240/3757] lr: 1.000e-02, eta: 5 days, 13:09:07, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3319, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3184, loss: 3.6503, grad_norm: 6.6342 2021-07-04 10:17:47,519 - mmaction - INFO - Epoch [32][1260/3757] lr: 1.000e-02, eta: 5 days, 13:08:44, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2987, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2252, loss: 3.5239, grad_norm: 6.6533 2021-07-04 10:18:08,708 - mmaction - INFO - Epoch [32][1280/3757] lr: 1.000e-02, eta: 5 days, 13:08:21, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3746, top1_acc: 0.4602, top5_acc: 0.7063, loss_cls: 2.3969, loss: 3.7715, grad_norm: 6.8073 2021-07-04 10:18:30,152 - mmaction - INFO - Epoch [32][1300/3757] lr: 1.000e-02, eta: 5 days, 13:08:00, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.2546, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.1545, loss: 3.4092, grad_norm: 6.4872 2021-07-04 10:18:51,528 - mmaction - INFO - Epoch [32][1320/3757] lr: 1.000e-02, eta: 5 days, 13:07:38, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.3250, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.2924, loss: 3.6175, grad_norm: 6.4888 2021-07-04 10:19:12,452 - mmaction - INFO - Epoch [32][1340/3757] lr: 1.000e-02, eta: 5 days, 13:07:14, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 1.2781, top1_acc: 0.5008, top5_acc: 0.7297, loss_cls: 2.2035, loss: 3.4816, grad_norm: 6.3162 2021-07-04 10:19:33,700 - mmaction - INFO - Epoch [32][1360/3757] lr: 1.000e-02, eta: 5 days, 13:06:52, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3926, top1_acc: 0.4430, top5_acc: 0.7023, loss_cls: 2.4189, loss: 3.8115, grad_norm: 6.6661 2021-07-04 10:19:54,745 - mmaction - INFO - Epoch [32][1380/3757] lr: 1.000e-02, eta: 5 days, 13:06:28, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3173, top1_acc: 0.4969, top5_acc: 0.7203, loss_cls: 2.2619, loss: 3.5792, grad_norm: 6.6513 2021-07-04 10:20:15,813 - mmaction - INFO - Epoch [32][1400/3757] lr: 1.000e-02, eta: 5 days, 13:06:05, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3376, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.2928, loss: 3.6304, grad_norm: 6.5536 2021-07-04 10:20:37,330 - mmaction - INFO - Epoch [32][1420/3757] lr: 1.000e-02, eta: 5 days, 13:05:44, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.3291, top1_acc: 0.4836, top5_acc: 0.7070, loss_cls: 2.2709, loss: 3.5999, grad_norm: 6.5303 2021-07-04 10:20:58,312 - mmaction - INFO - Epoch [32][1440/3757] lr: 1.000e-02, eta: 5 days, 13:05:20, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3598, top1_acc: 0.4602, top5_acc: 0.6969, loss_cls: 2.3211, loss: 3.6809, grad_norm: 6.3719 2021-07-04 10:21:19,309 - mmaction - INFO - Epoch [32][1460/3757] lr: 1.000e-02, eta: 5 days, 13:04:57, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3157, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2613, loss: 3.5770, grad_norm: 6.6422 2021-07-04 10:21:41,059 - mmaction - INFO - Epoch [32][1480/3757] lr: 1.000e-02, eta: 5 days, 13:04:36, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.3389, top1_acc: 0.4797, top5_acc: 0.7086, loss_cls: 2.2874, loss: 3.6263, grad_norm: 6.6302 2021-07-04 10:22:02,059 - mmaction - INFO - Epoch [32][1500/3757] lr: 1.000e-02, eta: 5 days, 13:04:13, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3444, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3109, loss: 3.6552, grad_norm: 6.6348 2021-07-04 10:22:23,082 - mmaction - INFO - Epoch [32][1520/3757] lr: 1.000e-02, eta: 5 days, 13:03:50, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3722, top1_acc: 0.4602, top5_acc: 0.7109, loss_cls: 2.3319, loss: 3.7042, grad_norm: 6.7695 2021-07-04 10:22:44,754 - mmaction - INFO - Epoch [32][1540/3757] lr: 1.000e-02, eta: 5 days, 13:03:29, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.3487, top1_acc: 0.4680, top5_acc: 0.6937, loss_cls: 2.3491, loss: 3.6978, grad_norm: 6.4166 2021-07-04 10:23:06,032 - mmaction - INFO - Epoch [32][1560/3757] lr: 1.000e-02, eta: 5 days, 13:03:06, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3427, top1_acc: 0.4648, top5_acc: 0.6984, loss_cls: 2.3435, loss: 3.6863, grad_norm: 6.6868 2021-07-04 10:23:27,123 - mmaction - INFO - Epoch [32][1580/3757] lr: 1.000e-02, eta: 5 days, 13:02:43, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3515, top1_acc: 0.4695, top5_acc: 0.7242, loss_cls: 2.3179, loss: 3.6694, grad_norm: 6.5358 2021-07-04 10:23:48,111 - mmaction - INFO - Epoch [32][1600/3757] lr: 1.000e-02, eta: 5 days, 13:02:20, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.3372, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.2945, loss: 3.6317, grad_norm: 6.6674 2021-07-04 10:24:10,066 - mmaction - INFO - Epoch [32][1620/3757] lr: 1.000e-02, eta: 5 days, 13:02:00, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2970, top1_acc: 0.5023, top5_acc: 0.7242, loss_cls: 2.2489, loss: 3.5459, grad_norm: 6.4522 2021-07-04 10:24:31,199 - mmaction - INFO - Epoch [32][1640/3757] lr: 1.000e-02, eta: 5 days, 13:01:37, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.3540, top1_acc: 0.4656, top5_acc: 0.6945, loss_cls: 2.3611, loss: 3.7151, grad_norm: 6.4170 2021-07-04 10:24:52,331 - mmaction - INFO - Epoch [32][1660/3757] lr: 1.000e-02, eta: 5 days, 13:01:14, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2978, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2524, loss: 3.5502, grad_norm: 6.3320 2021-07-04 10:25:13,393 - mmaction - INFO - Epoch [32][1680/3757] lr: 1.000e-02, eta: 5 days, 13:00:51, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3456, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3456, loss: 3.6913, grad_norm: 6.5334 2021-07-04 10:25:34,531 - mmaction - INFO - Epoch [32][1700/3757] lr: 1.000e-02, eta: 5 days, 13:00:28, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3588, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2947, loss: 3.6534, grad_norm: 6.5941 2021-07-04 10:25:55,922 - mmaction - INFO - Epoch [32][1720/3757] lr: 1.000e-02, eta: 5 days, 13:00:06, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3330, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3136, loss: 3.6465, grad_norm: 6.6601 2021-07-04 10:26:17,087 - mmaction - INFO - Epoch [32][1740/3757] lr: 1.000e-02, eta: 5 days, 12:59:44, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3568, top1_acc: 0.4664, top5_acc: 0.7047, loss_cls: 2.3374, loss: 3.6943, grad_norm: 6.5434 2021-07-04 10:26:38,223 - mmaction - INFO - Epoch [32][1760/3757] lr: 1.000e-02, eta: 5 days, 12:59:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3729, top1_acc: 0.4664, top5_acc: 0.7273, loss_cls: 2.3606, loss: 3.7335, grad_norm: 6.7562 2021-07-04 10:26:59,310 - mmaction - INFO - Epoch [32][1780/3757] lr: 1.000e-02, eta: 5 days, 12:58:58, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3936, top1_acc: 0.4609, top5_acc: 0.7047, loss_cls: 2.3932, loss: 3.7868, grad_norm: 6.8054 2021-07-04 10:27:21,696 - mmaction - INFO - Epoch [32][1800/3757] lr: 1.000e-02, eta: 5 days, 12:58:39, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.3327, top1_acc: 0.4523, top5_acc: 0.7148, loss_cls: 2.3514, loss: 3.6841, grad_norm: 6.7178 2021-07-04 10:27:42,541 - mmaction - INFO - Epoch [32][1820/3757] lr: 1.000e-02, eta: 5 days, 12:58:15, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3568, top1_acc: 0.4594, top5_acc: 0.7047, loss_cls: 2.3527, loss: 3.7095, grad_norm: 6.6577 2021-07-04 10:28:03,344 - mmaction - INFO - Epoch [32][1840/3757] lr: 1.000e-02, eta: 5 days, 12:57:51, time: 1.040, data_time: 0.001, memory: 6921, loss_aux: 1.2980, top1_acc: 0.5016, top5_acc: 0.7188, loss_cls: 2.2585, loss: 3.5565, grad_norm: 6.2957 2021-07-04 10:28:24,532 - mmaction - INFO - Epoch [32][1860/3757] lr: 1.000e-02, eta: 5 days, 12:57:29, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3047, top1_acc: 0.5047, top5_acc: 0.7086, loss_cls: 2.2575, loss: 3.5622, grad_norm: 6.3502 2021-07-04 10:28:45,573 - mmaction - INFO - Epoch [32][1880/3757] lr: 1.000e-02, eta: 5 days, 12:57:05, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3012, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2604, loss: 3.5616, grad_norm: 6.2636 2021-07-04 10:29:07,022 - mmaction - INFO - Epoch [32][1900/3757] lr: 1.000e-02, eta: 5 days, 12:56:44, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.3138, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2510, loss: 3.5648, grad_norm: 6.4081 2021-07-04 10:29:28,183 - mmaction - INFO - Epoch [32][1920/3757] lr: 1.000e-02, eta: 5 days, 12:56:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2861, top1_acc: 0.4859, top5_acc: 0.7156, loss_cls: 2.2170, loss: 3.5030, grad_norm: 6.3838 2021-07-04 10:29:49,187 - mmaction - INFO - Epoch [32][1940/3757] lr: 1.000e-02, eta: 5 days, 12:55:58, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.3482, top1_acc: 0.4844, top5_acc: 0.7141, loss_cls: 2.3063, loss: 3.6545, grad_norm: 6.4612 2021-07-04 10:30:10,363 - mmaction - INFO - Epoch [32][1960/3757] lr: 1.000e-02, eta: 5 days, 12:55:35, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2646, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1520, loss: 3.4165, grad_norm: 6.2239 2021-07-04 10:30:31,658 - mmaction - INFO - Epoch [32][1980/3757] lr: 1.000e-02, eta: 5 days, 12:55:13, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3633, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3415, loss: 3.7048, grad_norm: 6.7018 2021-07-04 10:30:53,001 - mmaction - INFO - Epoch [32][2000/3757] lr: 1.000e-02, eta: 5 days, 12:54:51, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.3323, top1_acc: 0.4711, top5_acc: 0.7219, loss_cls: 2.2419, loss: 3.5742, grad_norm: 6.5192 2021-07-04 10:31:14,074 - mmaction - INFO - Epoch [32][2020/3757] lr: 1.000e-02, eta: 5 days, 12:54:27, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3318, top1_acc: 0.4789, top5_acc: 0.7203, loss_cls: 2.3164, loss: 3.6482, grad_norm: 6.3813 2021-07-04 10:31:35,243 - mmaction - INFO - Epoch [32][2040/3757] lr: 1.000e-02, eta: 5 days, 12:54:05, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3527, top1_acc: 0.4953, top5_acc: 0.7109, loss_cls: 2.2938, loss: 3.6465, grad_norm: 6.3330 2021-07-04 10:31:56,449 - mmaction - INFO - Epoch [32][2060/3757] lr: 1.000e-02, eta: 5 days, 12:53:42, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.3351, top1_acc: 0.4844, top5_acc: 0.7141, loss_cls: 2.2929, loss: 3.6281, grad_norm: 6.6097 2021-07-04 10:32:17,467 - mmaction - INFO - Epoch [32][2080/3757] lr: 1.000e-02, eta: 5 days, 12:53:19, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3498, top1_acc: 0.4648, top5_acc: 0.7008, loss_cls: 2.3857, loss: 3.7355, grad_norm: 6.5281 2021-07-04 10:32:39,687 - mmaction - INFO - Epoch [32][2100/3757] lr: 1.000e-02, eta: 5 days, 12:53:00, time: 1.110, data_time: 0.065, memory: 6921, loss_aux: 1.3386, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.3298, loss: 3.6684, grad_norm: 6.4970 2021-07-04 10:33:00,743 - mmaction - INFO - Epoch [32][2120/3757] lr: 1.000e-02, eta: 5 days, 12:52:37, time: 1.054, data_time: 0.013, memory: 6921, loss_aux: 1.3191, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.2693, loss: 3.5884, grad_norm: 6.6645 2021-07-04 10:33:22,037 - mmaction - INFO - Epoch [32][2140/3757] lr: 1.000e-02, eta: 5 days, 12:52:14, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3208, top1_acc: 0.4758, top5_acc: 0.7109, loss_cls: 2.3042, loss: 3.6251, grad_norm: 6.6563 2021-07-04 10:33:43,386 - mmaction - INFO - Epoch [32][2160/3757] lr: 1.000e-02, eta: 5 days, 12:51:52, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3535, top1_acc: 0.4719, top5_acc: 0.7039, loss_cls: 2.3610, loss: 3.7145, grad_norm: 6.7377 2021-07-04 10:34:04,538 - mmaction - INFO - Epoch [32][2180/3757] lr: 1.000e-02, eta: 5 days, 12:51:30, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3224, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2504, loss: 3.5728, grad_norm: 6.5959 2021-07-04 10:34:25,584 - mmaction - INFO - Epoch [32][2200/3757] lr: 1.000e-02, eta: 5 days, 12:51:06, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.3200, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2499, loss: 3.5700, grad_norm: 6.4917 2021-07-04 10:34:47,553 - mmaction - INFO - Epoch [32][2220/3757] lr: 1.000e-02, eta: 5 days, 12:50:47, time: 1.099, data_time: 0.060, memory: 6921, loss_aux: 1.3529, top1_acc: 0.4695, top5_acc: 0.7023, loss_cls: 2.3406, loss: 3.6935, grad_norm: 6.6516 2021-07-04 10:35:08,431 - mmaction - INFO - Epoch [32][2240/3757] lr: 1.000e-02, eta: 5 days, 12:50:23, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3171, top1_acc: 0.4984, top5_acc: 0.7109, loss_cls: 2.2407, loss: 3.5578, grad_norm: 6.6297 2021-07-04 10:35:30,121 - mmaction - INFO - Epoch [32][2260/3757] lr: 1.000e-02, eta: 5 days, 12:50:02, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.3490, top1_acc: 0.4703, top5_acc: 0.7016, loss_cls: 2.3536, loss: 3.7026, grad_norm: 6.5445 2021-07-04 10:35:51,953 - mmaction - INFO - Epoch [32][2280/3757] lr: 1.000e-02, eta: 5 days, 12:49:42, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.2816, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.2507, loss: 3.5323, grad_norm: 6.4890 2021-07-04 10:36:14,140 - mmaction - INFO - Epoch [32][2300/3757] lr: 1.000e-02, eta: 5 days, 12:49:23, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.3160, top1_acc: 0.4820, top5_acc: 0.7219, loss_cls: 2.2723, loss: 3.5882, grad_norm: 6.5193 2021-07-04 10:36:34,918 - mmaction - INFO - Epoch [32][2320/3757] lr: 1.000e-02, eta: 5 days, 12:48:59, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.3838, top1_acc: 0.4477, top5_acc: 0.6813, loss_cls: 2.4103, loss: 3.7941, grad_norm: 6.4669 2021-07-04 10:36:56,035 - mmaction - INFO - Epoch [32][2340/3757] lr: 1.000e-02, eta: 5 days, 12:48:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4852, top5_acc: 0.7359, loss_cls: 2.2419, loss: 3.5485, grad_norm: 6.4917 2021-07-04 10:37:17,058 - mmaction - INFO - Epoch [32][2360/3757] lr: 1.000e-02, eta: 5 days, 12:48:12, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3496, top1_acc: 0.4719, top5_acc: 0.6984, loss_cls: 2.3765, loss: 3.7262, grad_norm: 6.6408 2021-07-04 10:37:38,240 - mmaction - INFO - Epoch [32][2380/3757] lr: 1.000e-02, eta: 5 days, 12:47:50, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3206, top1_acc: 0.4797, top5_acc: 0.6984, loss_cls: 2.3490, loss: 3.6696, grad_norm: 6.4605 2021-07-04 10:37:59,365 - mmaction - INFO - Epoch [32][2400/3757] lr: 1.000e-02, eta: 5 days, 12:47:27, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3262, top1_acc: 0.4883, top5_acc: 0.7156, loss_cls: 2.2720, loss: 3.5983, grad_norm: 6.3631 2021-07-04 10:38:20,604 - mmaction - INFO - Epoch [32][2420/3757] lr: 1.000e-02, eta: 5 days, 12:47:04, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3624, top1_acc: 0.4719, top5_acc: 0.6977, loss_cls: 2.3924, loss: 3.7548, grad_norm: 6.5846 2021-07-04 10:38:41,748 - mmaction - INFO - Epoch [32][2440/3757] lr: 1.000e-02, eta: 5 days, 12:46:41, time: 1.058, data_time: 0.007, memory: 6921, loss_aux: 1.3534, top1_acc: 0.4695, top5_acc: 0.6992, loss_cls: 2.3802, loss: 3.7336, grad_norm: 6.4480 2021-07-04 10:39:03,374 - mmaction - INFO - Epoch [32][2460/3757] lr: 1.000e-02, eta: 5 days, 12:46:20, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3174, top1_acc: 0.4742, top5_acc: 0.7070, loss_cls: 2.3440, loss: 3.6614, grad_norm: 6.5847 2021-07-04 10:39:24,657 - mmaction - INFO - Epoch [32][2480/3757] lr: 1.000e-02, eta: 5 days, 12:45:58, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3216, top1_acc: 0.4836, top5_acc: 0.7078, loss_cls: 2.3038, loss: 3.6254, grad_norm: 6.4958 2021-07-04 10:39:45,850 - mmaction - INFO - Epoch [32][2500/3757] lr: 1.000e-02, eta: 5 days, 12:45:35, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2947, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.2051, loss: 3.4998, grad_norm: 6.4917 2021-07-04 10:40:07,019 - mmaction - INFO - Epoch [32][2520/3757] lr: 1.000e-02, eta: 5 days, 12:45:13, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3444, top1_acc: 0.4633, top5_acc: 0.7109, loss_cls: 2.3206, loss: 3.6649, grad_norm: 6.5889 2021-07-04 10:40:28,364 - mmaction - INFO - Epoch [32][2540/3757] lr: 1.000e-02, eta: 5 days, 12:44:50, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3169, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2698, loss: 3.5868, grad_norm: 6.4721 2021-07-04 10:40:49,329 - mmaction - INFO - Epoch [32][2560/3757] lr: 1.000e-02, eta: 5 days, 12:44:27, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3161, top1_acc: 0.4922, top5_acc: 0.7234, loss_cls: 2.2540, loss: 3.5701, grad_norm: 6.5252 2021-07-04 10:41:10,435 - mmaction - INFO - Epoch [32][2580/3757] lr: 1.000e-02, eta: 5 days, 12:44:04, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2992, top1_acc: 0.4898, top5_acc: 0.7188, loss_cls: 2.2851, loss: 3.5843, grad_norm: 6.5183 2021-07-04 10:41:31,546 - mmaction - INFO - Epoch [32][2600/3757] lr: 1.000e-02, eta: 5 days, 12:43:41, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3413, top1_acc: 0.4805, top5_acc: 0.7055, loss_cls: 2.3256, loss: 3.6668, grad_norm: 6.5454 2021-07-04 10:41:52,562 - mmaction - INFO - Epoch [32][2620/3757] lr: 1.000e-02, eta: 5 days, 12:43:18, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2950, top1_acc: 0.4617, top5_acc: 0.7117, loss_cls: 2.2954, loss: 3.5904, grad_norm: 6.5887 2021-07-04 10:42:13,718 - mmaction - INFO - Epoch [32][2640/3757] lr: 1.000e-02, eta: 5 days, 12:42:55, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2759, top1_acc: 0.5016, top5_acc: 0.7273, loss_cls: 2.1777, loss: 3.4536, grad_norm: 6.5973 2021-07-04 10:42:34,758 - mmaction - INFO - Epoch [32][2660/3757] lr: 1.000e-02, eta: 5 days, 12:42:32, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3611, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.3650, loss: 3.7261, grad_norm: 6.9332 2021-07-04 10:42:56,053 - mmaction - INFO - Epoch [32][2680/3757] lr: 1.000e-02, eta: 5 days, 12:42:09, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2922, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2301, loss: 3.5224, grad_norm: 6.4974 2021-07-04 10:43:17,622 - mmaction - INFO - Epoch [32][2700/3757] lr: 1.000e-02, eta: 5 days, 12:41:48, time: 1.077, data_time: 0.020, memory: 6921, loss_aux: 1.3215, top1_acc: 0.4914, top5_acc: 0.7234, loss_cls: 2.2669, loss: 3.5884, grad_norm: 6.6222 2021-07-04 10:43:39,062 - mmaction - INFO - Epoch [32][2720/3757] lr: 1.000e-02, eta: 5 days, 12:41:27, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.3921, top1_acc: 0.4547, top5_acc: 0.7055, loss_cls: 2.3943, loss: 3.7864, grad_norm: 6.5411 2021-07-04 10:44:00,526 - mmaction - INFO - Epoch [32][2740/3757] lr: 1.000e-02, eta: 5 days, 12:41:05, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.3344, top1_acc: 0.4742, top5_acc: 0.6922, loss_cls: 2.3392, loss: 3.6736, grad_norm: 6.4391 2021-07-04 10:44:21,562 - mmaction - INFO - Epoch [32][2760/3757] lr: 1.000e-02, eta: 5 days, 12:40:42, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3177, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.2543, loss: 3.5719, grad_norm: 6.4154 2021-07-04 10:44:42,972 - mmaction - INFO - Epoch [32][2780/3757] lr: 1.000e-02, eta: 5 days, 12:40:20, time: 1.069, data_time: 0.007, memory: 6921, loss_aux: 1.3463, top1_acc: 0.4758, top5_acc: 0.7031, loss_cls: 2.3075, loss: 3.6538, grad_norm: 6.4077 2021-07-04 10:45:03,887 - mmaction - INFO - Epoch [32][2800/3757] lr: 1.000e-02, eta: 5 days, 12:39:56, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.3122, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.2057, loss: 3.5179, grad_norm: 6.4975 2021-07-04 10:45:24,927 - mmaction - INFO - Epoch [32][2820/3757] lr: 1.000e-02, eta: 5 days, 12:39:33, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.3237, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3422, loss: 3.6659, grad_norm: 6.5056 2021-07-04 10:45:46,232 - mmaction - INFO - Epoch [32][2840/3757] lr: 1.000e-02, eta: 5 days, 12:39:11, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3553, top1_acc: 0.4773, top5_acc: 0.7055, loss_cls: 2.3304, loss: 3.6857, grad_norm: 6.4793 2021-07-04 10:46:07,434 - mmaction - INFO - Epoch [32][2860/3757] lr: 1.000e-02, eta: 5 days, 12:38:48, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2872, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.2458, loss: 3.5331, grad_norm: 6.4261 2021-07-04 10:46:28,789 - mmaction - INFO - Epoch [32][2880/3757] lr: 1.000e-02, eta: 5 days, 12:38:26, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.4069, top1_acc: 0.4555, top5_acc: 0.6961, loss_cls: 2.4481, loss: 3.8550, grad_norm: 6.7747 2021-07-04 10:46:49,564 - mmaction - INFO - Epoch [32][2900/3757] lr: 1.000e-02, eta: 5 days, 12:38:02, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 1.3409, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.3079, loss: 3.6489, grad_norm: 6.6691 2021-07-04 10:47:10,945 - mmaction - INFO - Epoch [32][2920/3757] lr: 1.000e-02, eta: 5 days, 12:37:40, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3668, top1_acc: 0.4625, top5_acc: 0.6984, loss_cls: 2.3483, loss: 3.7151, grad_norm: 6.6443 2021-07-04 10:47:32,009 - mmaction - INFO - Epoch [32][2940/3757] lr: 1.000e-02, eta: 5 days, 12:37:17, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3329, top1_acc: 0.4727, top5_acc: 0.7195, loss_cls: 2.3078, loss: 3.6406, grad_norm: 6.5349 2021-07-04 10:47:53,061 - mmaction - INFO - Epoch [32][2960/3757] lr: 1.000e-02, eta: 5 days, 12:36:54, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3355, top1_acc: 0.4805, top5_acc: 0.7055, loss_cls: 2.3636, loss: 3.6991, grad_norm: 6.3790 2021-07-04 10:48:14,108 - mmaction - INFO - Epoch [32][2980/3757] lr: 1.000e-02, eta: 5 days, 12:36:30, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.3768, top1_acc: 0.4570, top5_acc: 0.6922, loss_cls: 2.4184, loss: 3.7952, grad_norm: 6.5839 2021-07-04 10:48:35,003 - mmaction - INFO - Epoch [32][3000/3757] lr: 1.000e-02, eta: 5 days, 12:36:07, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3619, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.3624, loss: 3.7243, grad_norm: 6.5436 2021-07-04 10:48:56,155 - mmaction - INFO - Epoch [32][3020/3757] lr: 1.000e-02, eta: 5 days, 12:35:44, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2908, top1_acc: 0.5016, top5_acc: 0.7422, loss_cls: 2.1863, loss: 3.4771, grad_norm: 6.3165 2021-07-04 10:49:17,441 - mmaction - INFO - Epoch [32][3040/3757] lr: 1.000e-02, eta: 5 days, 12:35:22, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3437, top1_acc: 0.4609, top5_acc: 0.7164, loss_cls: 2.3397, loss: 3.6833, grad_norm: 6.6853 2021-07-04 10:49:39,093 - mmaction - INFO - Epoch [32][3060/3757] lr: 1.000e-02, eta: 5 days, 12:35:01, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.3206, top1_acc: 0.5023, top5_acc: 0.7219, loss_cls: 2.2649, loss: 3.5854, grad_norm: 6.3485 2021-07-04 10:50:00,128 - mmaction - INFO - Epoch [32][3080/3757] lr: 1.000e-02, eta: 5 days, 12:34:37, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3188, top1_acc: 0.4984, top5_acc: 0.7078, loss_cls: 2.2653, loss: 3.5842, grad_norm: 6.3258 2021-07-04 10:50:21,339 - mmaction - INFO - Epoch [32][3100/3757] lr: 1.000e-02, eta: 5 days, 12:34:15, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3988, top1_acc: 0.4437, top5_acc: 0.7055, loss_cls: 2.4812, loss: 3.8800, grad_norm: 6.6578 2021-07-04 10:50:43,409 - mmaction - INFO - Epoch [32][3120/3757] lr: 1.000e-02, eta: 5 days, 12:33:55, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.2996, top1_acc: 0.4828, top5_acc: 0.7305, loss_cls: 2.2423, loss: 3.5419, grad_norm: 6.4129 2021-07-04 10:51:04,492 - mmaction - INFO - Epoch [32][3140/3757] lr: 1.000e-02, eta: 5 days, 12:33:33, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.3134, top1_acc: 0.4742, top5_acc: 0.7195, loss_cls: 2.3174, loss: 3.6308, grad_norm: 6.5044 2021-07-04 10:51:25,795 - mmaction - INFO - Epoch [32][3160/3757] lr: 1.000e-02, eta: 5 days, 12:33:10, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3037, top1_acc: 0.4797, top5_acc: 0.7039, loss_cls: 2.2905, loss: 3.5942, grad_norm: 6.4512 2021-07-04 10:51:46,994 - mmaction - INFO - Epoch [32][3180/3757] lr: 1.000e-02, eta: 5 days, 12:32:48, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3452, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.3464, loss: 3.6917, grad_norm: 6.5541 2021-07-04 10:52:08,159 - mmaction - INFO - Epoch [32][3200/3757] lr: 1.000e-02, eta: 5 days, 12:32:25, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3241, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3080, loss: 3.6320, grad_norm: 6.3355 2021-07-04 10:52:29,388 - mmaction - INFO - Epoch [32][3220/3757] lr: 1.000e-02, eta: 5 days, 12:32:02, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3150, top1_acc: 0.4844, top5_acc: 0.7328, loss_cls: 2.2682, loss: 3.5832, grad_norm: 6.3122 2021-07-04 10:52:50,377 - mmaction - INFO - Epoch [32][3240/3757] lr: 1.000e-02, eta: 5 days, 12:31:39, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.2948, top1_acc: 0.4930, top5_acc: 0.7203, loss_cls: 2.2387, loss: 3.5335, grad_norm: 6.3851 2021-07-04 10:53:11,294 - mmaction - INFO - Epoch [32][3260/3757] lr: 1.000e-02, eta: 5 days, 12:31:15, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3498, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3410, loss: 3.6908, grad_norm: 6.3909 2021-07-04 10:53:32,323 - mmaction - INFO - Epoch [32][3280/3757] lr: 1.000e-02, eta: 5 days, 12:30:52, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3382, top1_acc: 0.4766, top5_acc: 0.7172, loss_cls: 2.2872, loss: 3.6254, grad_norm: 6.5275 2021-07-04 10:53:53,367 - mmaction - INFO - Epoch [32][3300/3757] lr: 1.000e-02, eta: 5 days, 12:30:29, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2971, top1_acc: 0.4656, top5_acc: 0.7211, loss_cls: 2.3172, loss: 3.6143, grad_norm: 6.5743 2021-07-04 10:54:14,430 - mmaction - INFO - Epoch [32][3320/3757] lr: 1.000e-02, eta: 5 days, 12:30:06, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3331, top1_acc: 0.4891, top5_acc: 0.7102, loss_cls: 2.2885, loss: 3.6216, grad_norm: 6.4956 2021-07-04 10:54:35,502 - mmaction - INFO - Epoch [32][3340/3757] lr: 1.000e-02, eta: 5 days, 12:29:43, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2966, top1_acc: 0.4930, top5_acc: 0.7188, loss_cls: 2.2337, loss: 3.5303, grad_norm: 6.4292 2021-07-04 10:54:57,707 - mmaction - INFO - Epoch [32][3360/3757] lr: 1.000e-02, eta: 5 days, 12:29:24, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4609, top5_acc: 0.7063, loss_cls: 2.3119, loss: 3.6184, grad_norm: 6.4751 2021-07-04 10:55:18,672 - mmaction - INFO - Epoch [32][3380/3757] lr: 1.000e-02, eta: 5 days, 12:29:00, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3441, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.3106, loss: 3.6547, grad_norm: 6.5004 2021-07-04 10:55:39,804 - mmaction - INFO - Epoch [32][3400/3757] lr: 1.000e-02, eta: 5 days, 12:28:38, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3687, top1_acc: 0.4789, top5_acc: 0.6961, loss_cls: 2.3418, loss: 3.7105, grad_norm: 6.5838 2021-07-04 10:56:01,023 - mmaction - INFO - Epoch [32][3420/3757] lr: 1.000e-02, eta: 5 days, 12:28:15, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2634, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1594, loss: 3.4228, grad_norm: 6.4758 2021-07-04 10:56:22,119 - mmaction - INFO - Epoch [32][3440/3757] lr: 1.000e-02, eta: 5 days, 12:27:52, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2946, top1_acc: 0.4938, top5_acc: 0.7141, loss_cls: 2.2768, loss: 3.5715, grad_norm: 6.6605 2021-07-04 10:56:43,303 - mmaction - INFO - Epoch [32][3460/3757] lr: 1.000e-02, eta: 5 days, 12:27:29, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3069, top1_acc: 0.4852, top5_acc: 0.7141, loss_cls: 2.2579, loss: 3.5647, grad_norm: 6.7104 2021-07-04 10:57:05,154 - mmaction - INFO - Epoch [32][3480/3757] lr: 1.000e-02, eta: 5 days, 12:27:09, time: 1.092, data_time: 0.001, memory: 6921, loss_aux: 1.2736, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.2522, loss: 3.5258, grad_norm: 6.5475 2021-07-04 10:57:26,552 - mmaction - INFO - Epoch [32][3500/3757] lr: 1.000e-02, eta: 5 days, 12:26:47, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3234, top1_acc: 0.4867, top5_acc: 0.7125, loss_cls: 2.3022, loss: 3.6256, grad_norm: 6.4435 2021-07-04 10:57:47,453 - mmaction - INFO - Epoch [32][3520/3757] lr: 1.000e-02, eta: 5 days, 12:26:24, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 1.3208, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2754, loss: 3.5962, grad_norm: 6.4125 2021-07-04 10:58:08,480 - mmaction - INFO - Epoch [32][3540/3757] lr: 1.000e-02, eta: 5 days, 12:26:00, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3485, top1_acc: 0.4570, top5_acc: 0.7148, loss_cls: 2.3491, loss: 3.6976, grad_norm: 6.8224 2021-07-04 10:58:29,737 - mmaction - INFO - Epoch [32][3560/3757] lr: 1.000e-02, eta: 5 days, 12:25:38, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3199, top1_acc: 0.4938, top5_acc: 0.7180, loss_cls: 2.3074, loss: 3.6273, grad_norm: 6.3689 2021-07-04 10:58:50,780 - mmaction - INFO - Epoch [32][3580/3757] lr: 1.000e-02, eta: 5 days, 12:25:15, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2963, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2371, loss: 3.5333, grad_norm: 6.2716 2021-07-04 10:59:12,278 - mmaction - INFO - Epoch [32][3600/3757] lr: 1.000e-02, eta: 5 days, 12:24:53, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.3663, top1_acc: 0.4750, top5_acc: 0.7156, loss_cls: 2.3039, loss: 3.6703, grad_norm: 6.6296 2021-07-04 10:59:33,488 - mmaction - INFO - Epoch [32][3620/3757] lr: 1.000e-02, eta: 5 days, 12:24:31, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3524, top1_acc: 0.4703, top5_acc: 0.7047, loss_cls: 2.3686, loss: 3.7211, grad_norm: 6.6376 2021-07-04 10:59:54,413 - mmaction - INFO - Epoch [32][3640/3757] lr: 1.000e-02, eta: 5 days, 12:24:07, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.3276, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.3130, loss: 3.6406, grad_norm: 6.4312 2021-07-04 11:00:15,375 - mmaction - INFO - Epoch [32][3660/3757] lr: 1.000e-02, eta: 5 days, 12:23:44, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3447, top1_acc: 0.4633, top5_acc: 0.7008, loss_cls: 2.3633, loss: 3.7080, grad_norm: 6.5066 2021-07-04 11:00:36,742 - mmaction - INFO - Epoch [32][3680/3757] lr: 1.000e-02, eta: 5 days, 12:23:22, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2875, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2330, loss: 3.5205, grad_norm: 6.2757 2021-07-04 11:00:58,077 - mmaction - INFO - Epoch [32][3700/3757] lr: 1.000e-02, eta: 5 days, 12:23:00, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3108, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2599, loss: 3.5708, grad_norm: 6.3366 2021-07-04 11:01:19,284 - mmaction - INFO - Epoch [32][3720/3757] lr: 1.000e-02, eta: 5 days, 12:22:37, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2509, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1691, loss: 3.4200, grad_norm: 6.3430 2021-07-04 11:01:41,374 - mmaction - INFO - Epoch [32][3740/3757] lr: 1.000e-02, eta: 5 days, 12:22:18, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.3285, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.2924, loss: 3.6209, grad_norm: 6.5560 2021-07-04 11:01:59,630 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-07-04 11:03:02,264 - mmaction - INFO - Epoch [33][20/3757] lr: 1.000e-02, eta: 5 days, 12:22:56, time: 3.051, data_time: 1.993, memory: 6921, loss_aux: 1.3387, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2462, loss: 3.5849, grad_norm: 6.6616 2021-07-04 11:03:24,216 - mmaction - INFO - Epoch [33][40/3757] lr: 1.000e-02, eta: 5 days, 12:22:36, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.2975, top1_acc: 0.4898, top5_acc: 0.7289, loss_cls: 2.2365, loss: 3.5340, grad_norm: 6.5282 2021-07-04 11:03:45,264 - mmaction - INFO - Epoch [33][60/3757] lr: 1.000e-02, eta: 5 days, 12:22:13, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3221, top1_acc: 0.4891, top5_acc: 0.7086, loss_cls: 2.2527, loss: 3.5749, grad_norm: 6.5567 2021-07-04 11:04:06,076 - mmaction - INFO - Epoch [33][80/3757] lr: 1.000e-02, eta: 5 days, 12:21:49, time: 1.039, data_time: 0.004, memory: 6921, loss_aux: 1.3318, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.2643, loss: 3.5960, grad_norm: 6.5367 2021-07-04 11:04:28,276 - mmaction - INFO - Epoch [33][100/3757] lr: 1.000e-02, eta: 5 days, 12:21:30, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.3164, top1_acc: 0.4930, top5_acc: 0.7172, loss_cls: 2.2426, loss: 3.5590, grad_norm: 6.6531 2021-07-04 11:04:50,035 - mmaction - INFO - Epoch [33][120/3757] lr: 1.000e-02, eta: 5 days, 12:21:10, time: 1.090, data_time: 0.006, memory: 6921, loss_aux: 1.3341, top1_acc: 0.4742, top5_acc: 0.7227, loss_cls: 2.2780, loss: 3.6121, grad_norm: 6.6017 2021-07-04 11:05:11,473 - mmaction - INFO - Epoch [33][140/3757] lr: 1.000e-02, eta: 5 days, 12:20:48, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3046, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.2668, loss: 3.5714, grad_norm: 6.4528 2021-07-04 11:05:32,505 - mmaction - INFO - Epoch [33][160/3757] lr: 1.000e-02, eta: 5 days, 12:20:25, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3087, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2814, loss: 3.5901, grad_norm: 6.6110 2021-07-04 11:05:53,845 - mmaction - INFO - Epoch [33][180/3757] lr: 1.000e-02, eta: 5 days, 12:20:03, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2697, top1_acc: 0.5125, top5_acc: 0.7297, loss_cls: 2.1690, loss: 3.4387, grad_norm: 6.4605 2021-07-04 11:06:15,000 - mmaction - INFO - Epoch [33][200/3757] lr: 1.000e-02, eta: 5 days, 12:19:40, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2854, top1_acc: 0.5133, top5_acc: 0.7258, loss_cls: 2.2046, loss: 3.4900, grad_norm: 6.6540 2021-07-04 11:06:37,027 - mmaction - INFO - Epoch [33][220/3757] lr: 1.000e-02, eta: 5 days, 12:19:20, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.3370, top1_acc: 0.4789, top5_acc: 0.7109, loss_cls: 2.2830, loss: 3.6201, grad_norm: 6.5449 2021-07-04 11:06:57,999 - mmaction - INFO - Epoch [33][240/3757] lr: 1.000e-02, eta: 5 days, 12:18:57, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3337, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2671, loss: 3.6008, grad_norm: 6.4709 2021-07-04 11:07:19,542 - mmaction - INFO - Epoch [33][260/3757] lr: 1.000e-02, eta: 5 days, 12:18:35, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3415, top1_acc: 0.4836, top5_acc: 0.7180, loss_cls: 2.3049, loss: 3.6464, grad_norm: 6.6130 2021-07-04 11:07:40,674 - mmaction - INFO - Epoch [33][280/3757] lr: 1.000e-02, eta: 5 days, 12:18:13, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2960, top1_acc: 0.5008, top5_acc: 0.7227, loss_cls: 2.2014, loss: 3.4974, grad_norm: 6.5368 2021-07-04 11:08:01,793 - mmaction - INFO - Epoch [33][300/3757] lr: 1.000e-02, eta: 5 days, 12:17:50, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3304, top1_acc: 0.4844, top5_acc: 0.7219, loss_cls: 2.2335, loss: 3.5638, grad_norm: 6.4871 2021-07-04 11:08:23,148 - mmaction - INFO - Epoch [33][320/3757] lr: 1.000e-02, eta: 5 days, 12:17:28, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3717, top1_acc: 0.4711, top5_acc: 0.7070, loss_cls: 2.3633, loss: 3.7350, grad_norm: 6.7587 2021-07-04 11:08:44,396 - mmaction - INFO - Epoch [33][340/3757] lr: 1.000e-02, eta: 5 days, 12:17:05, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3179, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2460, loss: 3.5640, grad_norm: 6.5862 2021-07-04 11:09:05,333 - mmaction - INFO - Epoch [33][360/3757] lr: 1.000e-02, eta: 5 days, 12:16:42, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3069, top1_acc: 0.4727, top5_acc: 0.7398, loss_cls: 2.2507, loss: 3.5576, grad_norm: 6.5252 2021-07-04 11:09:26,500 - mmaction - INFO - Epoch [33][380/3757] lr: 1.000e-02, eta: 5 days, 12:16:19, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3089, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2459, loss: 3.5548, grad_norm: 6.4687 2021-07-04 11:09:48,122 - mmaction - INFO - Epoch [33][400/3757] lr: 1.000e-02, eta: 5 days, 12:15:58, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3194, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.2981, loss: 3.6175, grad_norm: 6.6531 2021-07-04 11:10:09,869 - mmaction - INFO - Epoch [33][420/3757] lr: 1.000e-02, eta: 5 days, 12:15:37, time: 1.086, data_time: 0.001, memory: 6921, loss_aux: 1.3184, top1_acc: 0.4992, top5_acc: 0.7422, loss_cls: 2.2231, loss: 3.5415, grad_norm: 6.6161 2021-07-04 11:10:30,868 - mmaction - INFO - Epoch [33][440/3757] lr: 1.000e-02, eta: 5 days, 12:15:14, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3755, top1_acc: 0.4867, top5_acc: 0.7109, loss_cls: 2.3597, loss: 3.7352, grad_norm: 6.6796 2021-07-04 11:10:51,926 - mmaction - INFO - Epoch [33][460/3757] lr: 1.000e-02, eta: 5 days, 12:14:51, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2976, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.1783, loss: 3.4760, grad_norm: 6.4443 2021-07-04 11:11:12,911 - mmaction - INFO - Epoch [33][480/3757] lr: 1.000e-02, eta: 5 days, 12:14:27, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3076, top1_acc: 0.4953, top5_acc: 0.7156, loss_cls: 2.2014, loss: 3.5090, grad_norm: 6.5283 2021-07-04 11:11:34,408 - mmaction - INFO - Epoch [33][500/3757] lr: 1.000e-02, eta: 5 days, 12:14:06, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2987, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.2399, loss: 3.5386, grad_norm: 6.7313 2021-07-04 11:11:56,008 - mmaction - INFO - Epoch [33][520/3757] lr: 1.000e-02, eta: 5 days, 12:13:45, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3268, top1_acc: 0.4945, top5_acc: 0.7195, loss_cls: 2.2551, loss: 3.5818, grad_norm: 6.3981 2021-07-04 11:12:16,979 - mmaction - INFO - Epoch [33][540/3757] lr: 1.000e-02, eta: 5 days, 12:13:21, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2812, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2084, loss: 3.4896, grad_norm: 6.4808 2021-07-04 11:12:38,749 - mmaction - INFO - Epoch [33][560/3757] lr: 1.000e-02, eta: 5 days, 12:13:01, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.2836, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2035, loss: 3.4871, grad_norm: 6.6724 2021-07-04 11:12:59,741 - mmaction - INFO - Epoch [33][580/3757] lr: 1.000e-02, eta: 5 days, 12:12:37, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.3138, top1_acc: 0.4695, top5_acc: 0.7016, loss_cls: 2.2978, loss: 3.6115, grad_norm: 6.4980 2021-07-04 11:13:21,633 - mmaction - INFO - Epoch [33][600/3757] lr: 1.000e-02, eta: 5 days, 12:12:17, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.2760, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.1887, loss: 3.4647, grad_norm: 6.2830 2021-07-04 11:13:42,960 - mmaction - INFO - Epoch [33][620/3757] lr: 1.000e-02, eta: 5 days, 12:11:55, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3686, top1_acc: 0.4484, top5_acc: 0.7016, loss_cls: 2.3915, loss: 3.7601, grad_norm: 6.5786 2021-07-04 11:14:04,172 - mmaction - INFO - Epoch [33][640/3757] lr: 1.000e-02, eta: 5 days, 12:11:33, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3199, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2663, loss: 3.5862, grad_norm: 6.6233 2021-07-04 11:14:25,298 - mmaction - INFO - Epoch [33][660/3757] lr: 1.000e-02, eta: 5 days, 12:11:10, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3513, top1_acc: 0.4602, top5_acc: 0.7172, loss_cls: 2.3246, loss: 3.6759, grad_norm: 6.7004 2021-07-04 11:14:46,332 - mmaction - INFO - Epoch [33][680/3757] lr: 1.000e-02, eta: 5 days, 12:10:47, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3529, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3509, loss: 3.7038, grad_norm: 6.7912 2021-07-04 11:15:07,399 - mmaction - INFO - Epoch [33][700/3757] lr: 1.000e-02, eta: 5 days, 12:10:23, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.3298, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.2956, loss: 3.6254, grad_norm: 6.4803 2021-07-04 11:15:28,750 - mmaction - INFO - Epoch [33][720/3757] lr: 1.000e-02, eta: 5 days, 12:10:01, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3307, top1_acc: 0.4828, top5_acc: 0.7117, loss_cls: 2.2745, loss: 3.6052, grad_norm: 6.5041 2021-07-04 11:15:49,897 - mmaction - INFO - Epoch [33][740/3757] lr: 1.000e-02, eta: 5 days, 12:09:39, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3572, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.3003, loss: 3.6575, grad_norm: 6.6102 2021-07-04 11:16:11,203 - mmaction - INFO - Epoch [33][760/3757] lr: 1.000e-02, eta: 5 days, 12:09:17, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.3418, top1_acc: 0.4797, top5_acc: 0.7086, loss_cls: 2.3353, loss: 3.6771, grad_norm: 6.5954 2021-07-04 11:16:33,223 - mmaction - INFO - Epoch [33][780/3757] lr: 1.000e-02, eta: 5 days, 12:08:57, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.3292, top1_acc: 0.4914, top5_acc: 0.7125, loss_cls: 2.3132, loss: 3.6424, grad_norm: 6.4558 2021-07-04 11:16:54,302 - mmaction - INFO - Epoch [33][800/3757] lr: 1.000e-02, eta: 5 days, 12:08:34, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.3507, top1_acc: 0.4656, top5_acc: 0.6906, loss_cls: 2.3525, loss: 3.7032, grad_norm: 6.4774 2021-07-04 11:17:15,398 - mmaction - INFO - Epoch [33][820/3757] lr: 1.000e-02, eta: 5 days, 12:08:11, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.2983, top1_acc: 0.4727, top5_acc: 0.7195, loss_cls: 2.2548, loss: 3.5530, grad_norm: 6.4590 2021-07-04 11:17:37,502 - mmaction - INFO - Epoch [33][840/3757] lr: 1.000e-02, eta: 5 days, 12:07:52, time: 1.105, data_time: 0.065, memory: 6921, loss_aux: 1.2826, top1_acc: 0.4969, top5_acc: 0.7133, loss_cls: 2.2236, loss: 3.5062, grad_norm: 6.2315 2021-07-04 11:17:58,582 - mmaction - INFO - Epoch [33][860/3757] lr: 1.000e-02, eta: 5 days, 12:07:28, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3339, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.3130, loss: 3.6469, grad_norm: 6.6812 2021-07-04 11:18:19,740 - mmaction - INFO - Epoch [33][880/3757] lr: 1.000e-02, eta: 5 days, 12:07:06, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3301, top1_acc: 0.4773, top5_acc: 0.7273, loss_cls: 2.3135, loss: 3.6435, grad_norm: 6.5950 2021-07-04 11:18:40,959 - mmaction - INFO - Epoch [33][900/3757] lr: 1.000e-02, eta: 5 days, 12:06:43, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3505, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.3185, loss: 3.6690, grad_norm: 6.5895 2021-07-04 11:19:02,189 - mmaction - INFO - Epoch [33][920/3757] lr: 1.000e-02, eta: 5 days, 12:06:21, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3112, top1_acc: 0.4734, top5_acc: 0.7297, loss_cls: 2.2154, loss: 3.5266, grad_norm: 6.3499 2021-07-04 11:19:23,647 - mmaction - INFO - Epoch [33][940/3757] lr: 1.000e-02, eta: 5 days, 12:05:59, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.3681, top1_acc: 0.4672, top5_acc: 0.7078, loss_cls: 2.3492, loss: 3.7173, grad_norm: 6.6050 2021-07-04 11:19:45,649 - mmaction - INFO - Epoch [33][960/3757] lr: 1.000e-02, eta: 5 days, 12:05:39, time: 1.103, data_time: 0.005, memory: 6921, loss_aux: 1.3263, top1_acc: 0.5062, top5_acc: 0.7102, loss_cls: 2.2727, loss: 3.5990, grad_norm: 6.3695 2021-07-04 11:20:06,825 - mmaction - INFO - Epoch [33][980/3757] lr: 1.000e-02, eta: 5 days, 12:05:17, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3090, top1_acc: 0.4898, top5_acc: 0.7242, loss_cls: 2.2147, loss: 3.5237, grad_norm: 6.5621 2021-07-04 11:20:28,060 - mmaction - INFO - Epoch [33][1000/3757] lr: 1.000e-02, eta: 5 days, 12:04:54, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2996, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2685, loss: 3.5681, grad_norm: 6.6043 2021-07-04 11:20:49,520 - mmaction - INFO - Epoch [33][1020/3757] lr: 1.000e-02, eta: 5 days, 12:04:33, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.3009, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.2679, loss: 3.5688, grad_norm: 6.4278 2021-07-04 11:21:10,842 - mmaction - INFO - Epoch [33][1040/3757] lr: 1.000e-02, eta: 5 days, 12:04:10, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3402, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.3027, loss: 3.6429, grad_norm: 6.4763 2021-07-04 11:21:32,111 - mmaction - INFO - Epoch [33][1060/3757] lr: 1.000e-02, eta: 5 days, 12:03:48, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3408, top1_acc: 0.4625, top5_acc: 0.7055, loss_cls: 2.3331, loss: 3.6739, grad_norm: 6.5423 2021-07-04 11:21:53,195 - mmaction - INFO - Epoch [33][1080/3757] lr: 1.000e-02, eta: 5 days, 12:03:25, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3540, top1_acc: 0.4859, top5_acc: 0.7102, loss_cls: 2.3055, loss: 3.6595, grad_norm: 6.5839 2021-07-04 11:22:14,424 - mmaction - INFO - Epoch [33][1100/3757] lr: 1.000e-02, eta: 5 days, 12:03:03, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3067, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2741, loss: 3.5808, grad_norm: 6.5413 2021-07-04 11:22:35,824 - mmaction - INFO - Epoch [33][1120/3757] lr: 1.000e-02, eta: 5 days, 12:02:41, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3608, top1_acc: 0.4719, top5_acc: 0.7078, loss_cls: 2.3333, loss: 3.6941, grad_norm: 6.7356 2021-07-04 11:22:56,638 - mmaction - INFO - Epoch [33][1140/3757] lr: 1.000e-02, eta: 5 days, 12:02:17, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.3434, top1_acc: 0.4922, top5_acc: 0.7180, loss_cls: 2.2718, loss: 3.6151, grad_norm: 6.3678 2021-07-04 11:23:18,305 - mmaction - INFO - Epoch [33][1160/3757] lr: 1.000e-02, eta: 5 days, 12:01:56, time: 1.082, data_time: 0.034, memory: 6921, loss_aux: 1.3375, top1_acc: 0.4742, top5_acc: 0.7031, loss_cls: 2.3533, loss: 3.6908, grad_norm: 6.4076 2021-07-04 11:23:39,522 - mmaction - INFO - Epoch [33][1180/3757] lr: 1.000e-02, eta: 5 days, 12:01:33, time: 1.060, data_time: 0.007, memory: 6921, loss_aux: 1.3386, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.3170, loss: 3.6555, grad_norm: 6.3747 2021-07-04 11:24:01,082 - mmaction - INFO - Epoch [33][1200/3757] lr: 1.000e-02, eta: 5 days, 12:01:12, time: 1.080, data_time: 0.022, memory: 6921, loss_aux: 1.3328, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.3086, loss: 3.6414, grad_norm: 6.7369 2021-07-04 11:24:22,093 - mmaction - INFO - Epoch [33][1220/3757] lr: 1.000e-02, eta: 5 days, 12:00:49, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.2896, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.2042, loss: 3.4937, grad_norm: 6.4343 2021-07-04 11:24:44,023 - mmaction - INFO - Epoch [33][1240/3757] lr: 1.000e-02, eta: 5 days, 12:00:29, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.3274, top1_acc: 0.4609, top5_acc: 0.7102, loss_cls: 2.3409, loss: 3.6683, grad_norm: 6.5970 2021-07-04 11:25:05,122 - mmaction - INFO - Epoch [33][1260/3757] lr: 1.000e-02, eta: 5 days, 12:00:06, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3519, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.3202, loss: 3.6721, grad_norm: 6.6006 2021-07-04 11:25:26,901 - mmaction - INFO - Epoch [33][1280/3757] lr: 1.000e-02, eta: 5 days, 11:59:45, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.3792, top1_acc: 0.4562, top5_acc: 0.7008, loss_cls: 2.3693, loss: 3.7484, grad_norm: 6.7494 2021-07-04 11:25:48,006 - mmaction - INFO - Epoch [33][1300/3757] lr: 1.000e-02, eta: 5 days, 11:59:22, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.3006, top1_acc: 0.4938, top5_acc: 0.7070, loss_cls: 2.2671, loss: 3.5677, grad_norm: 6.4874 2021-07-04 11:26:09,276 - mmaction - INFO - Epoch [33][1320/3757] lr: 1.000e-02, eta: 5 days, 11:59:00, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3593, top1_acc: 0.4820, top5_acc: 0.6992, loss_cls: 2.3278, loss: 3.6871, grad_norm: 6.4586 2021-07-04 11:26:30,296 - mmaction - INFO - Epoch [33][1340/3757] lr: 1.000e-02, eta: 5 days, 11:58:37, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3334, top1_acc: 0.4758, top5_acc: 0.7180, loss_cls: 2.2809, loss: 3.6144, grad_norm: 6.4548 2021-07-04 11:26:51,513 - mmaction - INFO - Epoch [33][1360/3757] lr: 1.000e-02, eta: 5 days, 11:58:14, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3606, top1_acc: 0.4742, top5_acc: 0.7094, loss_cls: 2.3983, loss: 3.7589, grad_norm: 6.4880 2021-07-04 11:27:13,469 - mmaction - INFO - Epoch [33][1380/3757] lr: 1.000e-02, eta: 5 days, 11:57:54, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.3066, top1_acc: 0.4742, top5_acc: 0.7164, loss_cls: 2.2647, loss: 3.5713, grad_norm: 6.3720 2021-07-04 11:27:34,692 - mmaction - INFO - Epoch [33][1400/3757] lr: 1.000e-02, eta: 5 days, 11:57:32, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3438, top1_acc: 0.4828, top5_acc: 0.6937, loss_cls: 2.3326, loss: 3.6763, grad_norm: 6.5109 2021-07-04 11:27:55,941 - mmaction - INFO - Epoch [33][1420/3757] lr: 1.000e-02, eta: 5 days, 11:57:10, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.3116, top1_acc: 0.4789, top5_acc: 0.7180, loss_cls: 2.2715, loss: 3.5830, grad_norm: 6.4318 2021-07-04 11:28:16,855 - mmaction - INFO - Epoch [33][1440/3757] lr: 1.000e-02, eta: 5 days, 11:56:46, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.2972, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.1869, loss: 3.4841, grad_norm: 6.4347 2021-07-04 11:28:38,081 - mmaction - INFO - Epoch [33][1460/3757] lr: 1.000e-02, eta: 5 days, 11:56:23, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2847, top1_acc: 0.4945, top5_acc: 0.7320, loss_cls: 2.2298, loss: 3.5145, grad_norm: 6.5450 2021-07-04 11:28:59,696 - mmaction - INFO - Epoch [33][1480/3757] lr: 1.000e-02, eta: 5 days, 11:56:02, time: 1.083, data_time: 0.019, memory: 6921, loss_aux: 1.2901, top1_acc: 0.5055, top5_acc: 0.7297, loss_cls: 2.2466, loss: 3.5368, grad_norm: 6.4686 2021-07-04 11:29:20,743 - mmaction - INFO - Epoch [33][1500/3757] lr: 1.000e-02, eta: 5 days, 11:55:39, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2688, top1_acc: 0.4961, top5_acc: 0.7430, loss_cls: 2.1950, loss: 3.4638, grad_norm: 6.4365 2021-07-04 11:29:42,137 - mmaction - INFO - Epoch [33][1520/3757] lr: 1.000e-02, eta: 5 days, 11:55:17, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.3446, top1_acc: 0.4727, top5_acc: 0.7164, loss_cls: 2.3122, loss: 3.6568, grad_norm: 6.6029 2021-07-04 11:30:04,020 - mmaction - INFO - Epoch [33][1540/3757] lr: 1.000e-02, eta: 5 days, 11:54:57, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.3271, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3136, loss: 3.6407, grad_norm: 6.6704 2021-07-04 11:30:26,404 - mmaction - INFO - Epoch [33][1560/3757] lr: 1.000e-02, eta: 5 days, 11:54:39, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 1.3878, top1_acc: 0.4484, top5_acc: 0.7016, loss_cls: 2.3966, loss: 3.7844, grad_norm: 6.6988 2021-07-04 11:30:47,663 - mmaction - INFO - Epoch [33][1580/3757] lr: 1.000e-02, eta: 5 days, 11:54:17, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3612, top1_acc: 0.4711, top5_acc: 0.6945, loss_cls: 2.3966, loss: 3.7578, grad_norm: 6.5644 2021-07-04 11:31:10,104 - mmaction - INFO - Epoch [33][1600/3757] lr: 1.000e-02, eta: 5 days, 11:53:58, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 1.2714, top1_acc: 0.4781, top5_acc: 0.7312, loss_cls: 2.1893, loss: 3.4607, grad_norm: 6.4294 2021-07-04 11:31:31,221 - mmaction - INFO - Epoch [33][1620/3757] lr: 1.000e-02, eta: 5 days, 11:53:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3151, top1_acc: 0.4828, top5_acc: 0.7086, loss_cls: 2.2905, loss: 3.6055, grad_norm: 6.4329 2021-07-04 11:31:52,204 - mmaction - INFO - Epoch [33][1640/3757] lr: 1.000e-02, eta: 5 days, 11:53:12, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3645, top1_acc: 0.4719, top5_acc: 0.6969, loss_cls: 2.3476, loss: 3.7122, grad_norm: 6.5273 2021-07-04 11:32:13,460 - mmaction - INFO - Epoch [33][1660/3757] lr: 1.000e-02, eta: 5 days, 11:52:50, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3015, top1_acc: 0.5062, top5_acc: 0.7211, loss_cls: 2.2450, loss: 3.5465, grad_norm: 6.3008 2021-07-04 11:32:34,658 - mmaction - INFO - Epoch [33][1680/3757] lr: 1.000e-02, eta: 5 days, 11:52:27, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3575, top1_acc: 0.4734, top5_acc: 0.7023, loss_cls: 2.3622, loss: 3.7197, grad_norm: 6.6373 2021-07-04 11:32:56,713 - mmaction - INFO - Epoch [33][1700/3757] lr: 1.000e-02, eta: 5 days, 11:52:08, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.3246, top1_acc: 0.4852, top5_acc: 0.7258, loss_cls: 2.2544, loss: 3.5789, grad_norm: 6.4661 2021-07-04 11:33:17,952 - mmaction - INFO - Epoch [33][1720/3757] lr: 1.000e-02, eta: 5 days, 11:51:45, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3386, top1_acc: 0.4875, top5_acc: 0.7172, loss_cls: 2.2470, loss: 3.5856, grad_norm: 6.2697 2021-07-04 11:33:39,057 - mmaction - INFO - Epoch [33][1740/3757] lr: 1.000e-02, eta: 5 days, 11:51:22, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3322, top1_acc: 0.4805, top5_acc: 0.7016, loss_cls: 2.3061, loss: 3.6383, grad_norm: 6.5291 2021-07-04 11:34:00,337 - mmaction - INFO - Epoch [33][1760/3757] lr: 1.000e-02, eta: 5 days, 11:51:00, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.3245, top1_acc: 0.4781, top5_acc: 0.7148, loss_cls: 2.2948, loss: 3.6193, grad_norm: 6.4214 2021-07-04 11:34:22,573 - mmaction - INFO - Epoch [33][1780/3757] lr: 1.000e-02, eta: 5 days, 11:50:41, time: 1.113, data_time: 0.075, memory: 6921, loss_aux: 1.2696, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.1624, loss: 3.4320, grad_norm: 6.5592 2021-07-04 11:34:43,510 - mmaction - INFO - Epoch [33][1800/3757] lr: 1.000e-02, eta: 5 days, 11:50:18, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3058, top1_acc: 0.4688, top5_acc: 0.7273, loss_cls: 2.2638, loss: 3.5696, grad_norm: 6.6515 2021-07-04 11:35:04,677 - mmaction - INFO - Epoch [33][1820/3757] lr: 1.000e-02, eta: 5 days, 11:49:55, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3956, top1_acc: 0.4609, top5_acc: 0.6914, loss_cls: 2.3826, loss: 3.7782, grad_norm: 6.7960 2021-07-04 11:35:25,780 - mmaction - INFO - Epoch [33][1840/3757] lr: 1.000e-02, eta: 5 days, 11:49:32, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2997, top1_acc: 0.4977, top5_acc: 0.7164, loss_cls: 2.2337, loss: 3.5334, grad_norm: 6.3345 2021-07-04 11:35:47,280 - mmaction - INFO - Epoch [33][1860/3757] lr: 1.000e-02, eta: 5 days, 11:49:11, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.3576, top1_acc: 0.4656, top5_acc: 0.7039, loss_cls: 2.3708, loss: 3.7284, grad_norm: 6.4037 2021-07-04 11:36:09,021 - mmaction - INFO - Epoch [33][1880/3757] lr: 1.000e-02, eta: 5 days, 11:48:50, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2710, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1776, loss: 3.4486, grad_norm: 6.3853 2021-07-04 11:36:30,404 - mmaction - INFO - Epoch [33][1900/3757] lr: 1.000e-02, eta: 5 days, 11:48:28, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3038, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2500, loss: 3.5538, grad_norm: 6.6208 2021-07-04 11:36:51,520 - mmaction - INFO - Epoch [33][1920/3757] lr: 1.000e-02, eta: 5 days, 11:48:05, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3124, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2339, loss: 3.5463, grad_norm: 6.5753 2021-07-04 11:37:12,633 - mmaction - INFO - Epoch [33][1940/3757] lr: 1.000e-02, eta: 5 days, 11:47:42, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3376, top1_acc: 0.4883, top5_acc: 0.7211, loss_cls: 2.2947, loss: 3.6323, grad_norm: 6.5181 2021-07-04 11:37:34,517 - mmaction - INFO - Epoch [33][1960/3757] lr: 1.000e-02, eta: 5 days, 11:47:22, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.3119, top1_acc: 0.4820, top5_acc: 0.7156, loss_cls: 2.2657, loss: 3.5776, grad_norm: 6.5894 2021-07-04 11:37:55,481 - mmaction - INFO - Epoch [33][1980/3757] lr: 1.000e-02, eta: 5 days, 11:46:59, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2853, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2046, loss: 3.4899, grad_norm: 6.3928 2021-07-04 11:38:16,612 - mmaction - INFO - Epoch [33][2000/3757] lr: 1.000e-02, eta: 5 days, 11:46:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3555, top1_acc: 0.4703, top5_acc: 0.7000, loss_cls: 2.3650, loss: 3.7205, grad_norm: 6.5555 2021-07-04 11:38:38,441 - mmaction - INFO - Epoch [33][2020/3757] lr: 1.000e-02, eta: 5 days, 11:46:16, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.3033, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.2330, loss: 3.5364, grad_norm: 6.5300 2021-07-04 11:39:00,124 - mmaction - INFO - Epoch [33][2040/3757] lr: 1.000e-02, eta: 5 days, 11:45:55, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3297, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2563, loss: 3.5859, grad_norm: 6.7242 2021-07-04 11:39:21,101 - mmaction - INFO - Epoch [33][2060/3757] lr: 1.000e-02, eta: 5 days, 11:45:31, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2966, top1_acc: 0.4984, top5_acc: 0.7172, loss_cls: 2.2191, loss: 3.5157, grad_norm: 6.6350 2021-07-04 11:39:42,211 - mmaction - INFO - Epoch [33][2080/3757] lr: 1.000e-02, eta: 5 days, 11:45:08, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3245, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.3205, loss: 3.6450, grad_norm: 6.6636 2021-07-04 11:40:03,177 - mmaction - INFO - Epoch [33][2100/3757] lr: 1.000e-02, eta: 5 days, 11:44:45, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3166, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.2954, loss: 3.6121, grad_norm: 6.5748 2021-07-04 11:40:24,035 - mmaction - INFO - Epoch [33][2120/3757] lr: 1.000e-02, eta: 5 days, 11:44:21, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2431, loss: 3.5694, grad_norm: 6.5495 2021-07-04 11:40:45,435 - mmaction - INFO - Epoch [33][2140/3757] lr: 1.000e-02, eta: 5 days, 11:43:59, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2985, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2251, loss: 3.5235, grad_norm: 6.5955 2021-07-04 11:41:06,465 - mmaction - INFO - Epoch [33][2160/3757] lr: 1.000e-02, eta: 5 days, 11:43:36, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3274, top1_acc: 0.4844, top5_acc: 0.6969, loss_cls: 2.3161, loss: 3.6435, grad_norm: 6.4699 2021-07-04 11:41:28,345 - mmaction - INFO - Epoch [33][2180/3757] lr: 1.000e-02, eta: 5 days, 11:43:16, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.3302, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2652, loss: 3.5954, grad_norm: 6.4808 2021-07-04 11:41:49,163 - mmaction - INFO - Epoch [33][2200/3757] lr: 1.000e-02, eta: 5 days, 11:42:52, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.3283, top1_acc: 0.4852, top5_acc: 0.7109, loss_cls: 2.3121, loss: 3.6404, grad_norm: 6.3830 2021-07-04 11:42:10,366 - mmaction - INFO - Epoch [33][2220/3757] lr: 1.000e-02, eta: 5 days, 11:42:30, time: 1.061, data_time: 0.019, memory: 6921, loss_aux: 1.2757, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1635, loss: 3.4392, grad_norm: 6.2965 2021-07-04 11:42:31,538 - mmaction - INFO - Epoch [33][2240/3757] lr: 1.000e-02, eta: 5 days, 11:42:07, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3399, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.3249, loss: 3.6648, grad_norm: 6.6138 2021-07-04 11:42:52,573 - mmaction - INFO - Epoch [33][2260/3757] lr: 1.000e-02, eta: 5 days, 11:41:44, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3425, top1_acc: 0.4781, top5_acc: 0.6922, loss_cls: 2.3490, loss: 3.6915, grad_norm: 6.4903 2021-07-04 11:43:14,339 - mmaction - INFO - Epoch [33][2280/3757] lr: 1.000e-02, eta: 5 days, 11:41:23, time: 1.089, data_time: 0.006, memory: 6921, loss_aux: 1.3041, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1968, loss: 3.5009, grad_norm: 6.3535 2021-07-04 11:43:35,869 - mmaction - INFO - Epoch [33][2300/3757] lr: 1.000e-02, eta: 5 days, 11:41:02, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3204, top1_acc: 0.5008, top5_acc: 0.7211, loss_cls: 2.2564, loss: 3.5768, grad_norm: 6.4646 2021-07-04 11:43:57,038 - mmaction - INFO - Epoch [33][2320/3757] lr: 1.000e-02, eta: 5 days, 11:40:39, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3258, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2752, loss: 3.6010, grad_norm: 6.6326 2021-07-04 11:44:18,417 - mmaction - INFO - Epoch [33][2340/3757] lr: 1.000e-02, eta: 5 days, 11:40:17, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3237, top1_acc: 0.4969, top5_acc: 0.7172, loss_cls: 2.2834, loss: 3.6071, grad_norm: 6.6469 2021-07-04 11:44:39,715 - mmaction - INFO - Epoch [33][2360/3757] lr: 1.000e-02, eta: 5 days, 11:39:55, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3124, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2836, loss: 3.5960, grad_norm: 6.6617 2021-07-04 11:45:00,841 - mmaction - INFO - Epoch [33][2380/3757] lr: 1.000e-02, eta: 5 days, 11:39:32, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.3609, top1_acc: 0.4648, top5_acc: 0.7070, loss_cls: 2.3706, loss: 3.7316, grad_norm: 6.7647 2021-07-04 11:45:22,195 - mmaction - INFO - Epoch [33][2400/3757] lr: 1.000e-02, eta: 5 days, 11:39:10, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3160, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2518, loss: 3.5678, grad_norm: 6.4262 2021-07-04 11:45:43,203 - mmaction - INFO - Epoch [33][2420/3757] lr: 1.000e-02, eta: 5 days, 11:38:47, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2926, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.2209, loss: 3.5135, grad_norm: 6.4393 2021-07-04 11:46:04,451 - mmaction - INFO - Epoch [33][2440/3757] lr: 1.000e-02, eta: 5 days, 11:38:24, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3079, top1_acc: 0.4844, top5_acc: 0.7055, loss_cls: 2.2763, loss: 3.5843, grad_norm: 6.5069 2021-07-04 11:46:25,730 - mmaction - INFO - Epoch [33][2460/3757] lr: 1.000e-02, eta: 5 days, 11:38:02, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3388, top1_acc: 0.4703, top5_acc: 0.7031, loss_cls: 2.3385, loss: 3.6774, grad_norm: 6.4474 2021-07-04 11:46:48,159 - mmaction - INFO - Epoch [33][2480/3757] lr: 1.000e-02, eta: 5 days, 11:37:44, time: 1.121, data_time: 0.004, memory: 6921, loss_aux: 1.3312, top1_acc: 0.4813, top5_acc: 0.7195, loss_cls: 2.2269, loss: 3.5581, grad_norm: 6.5776 2021-07-04 11:47:09,205 - mmaction - INFO - Epoch [33][2500/3757] lr: 1.000e-02, eta: 5 days, 11:37:21, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3410, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.2999, loss: 3.6410, grad_norm: 6.4515 2021-07-04 11:47:30,335 - mmaction - INFO - Epoch [33][2520/3757] lr: 1.000e-02, eta: 5 days, 11:36:58, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3871, top1_acc: 0.4664, top5_acc: 0.6883, loss_cls: 2.4226, loss: 3.8097, grad_norm: 6.6172 2021-07-04 11:47:51,767 - mmaction - INFO - Epoch [33][2540/3757] lr: 1.000e-02, eta: 5 days, 11:36:36, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3299, top1_acc: 0.4789, top5_acc: 0.7203, loss_cls: 2.2946, loss: 3.6246, grad_norm: 6.3696 2021-07-04 11:48:12,921 - mmaction - INFO - Epoch [33][2560/3757] lr: 1.000e-02, eta: 5 days, 11:36:13, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2508, top1_acc: 0.4891, top5_acc: 0.7500, loss_cls: 2.1375, loss: 3.3883, grad_norm: 6.4339 2021-07-04 11:48:34,344 - mmaction - INFO - Epoch [33][2580/3757] lr: 1.000e-02, eta: 5 days, 11:35:52, time: 1.073, data_time: 0.008, memory: 6921, loss_aux: 1.3074, top1_acc: 0.5031, top5_acc: 0.7148, loss_cls: 2.2598, loss: 3.5672, grad_norm: 6.4397 2021-07-04 11:48:55,534 - mmaction - INFO - Epoch [33][2600/3757] lr: 1.000e-02, eta: 5 days, 11:35:29, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3635, top1_acc: 0.4641, top5_acc: 0.6984, loss_cls: 2.3638, loss: 3.7272, grad_norm: 6.4500 2021-07-04 11:49:17,513 - mmaction - INFO - Epoch [33][2620/3757] lr: 1.000e-02, eta: 5 days, 11:35:10, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.3358, top1_acc: 0.4672, top5_acc: 0.6977, loss_cls: 2.3418, loss: 3.6776, grad_norm: 6.5051 2021-07-04 11:49:38,714 - mmaction - INFO - Epoch [33][2640/3757] lr: 1.000e-02, eta: 5 days, 11:34:47, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3273, top1_acc: 0.4852, top5_acc: 0.7063, loss_cls: 2.3461, loss: 3.6735, grad_norm: 6.6612 2021-07-04 11:49:59,731 - mmaction - INFO - Epoch [33][2660/3757] lr: 1.000e-02, eta: 5 days, 11:34:24, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3338, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.2534, loss: 3.5871, grad_norm: 6.5809 2021-07-04 11:50:20,847 - mmaction - INFO - Epoch [33][2680/3757] lr: 1.000e-02, eta: 5 days, 11:34:01, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2994, top1_acc: 0.4828, top5_acc: 0.7328, loss_cls: 2.2490, loss: 3.5484, grad_norm: 6.7019 2021-07-04 11:50:42,430 - mmaction - INFO - Epoch [33][2700/3757] lr: 1.000e-02, eta: 5 days, 11:33:40, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.3349, top1_acc: 0.4750, top5_acc: 0.7078, loss_cls: 2.3177, loss: 3.6526, grad_norm: 6.6349 2021-07-04 11:51:03,778 - mmaction - INFO - Epoch [33][2720/3757] lr: 1.000e-02, eta: 5 days, 11:33:18, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3759, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4281, loss: 3.8039, grad_norm: 6.6181 2021-07-04 11:51:25,041 - mmaction - INFO - Epoch [33][2740/3757] lr: 1.000e-02, eta: 5 days, 11:32:55, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2977, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2312, loss: 3.5289, grad_norm: 6.3185 2021-07-04 11:51:46,433 - mmaction - INFO - Epoch [33][2760/3757] lr: 1.000e-02, eta: 5 days, 11:32:33, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.3359, top1_acc: 0.4852, top5_acc: 0.7109, loss_cls: 2.3048, loss: 3.6407, grad_norm: 6.4270 2021-07-04 11:52:07,592 - mmaction - INFO - Epoch [33][2780/3757] lr: 1.000e-02, eta: 5 days, 11:32:11, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3414, top1_acc: 0.4898, top5_acc: 0.7188, loss_cls: 2.2629, loss: 3.6043, grad_norm: 6.4576 2021-07-04 11:52:28,643 - mmaction - INFO - Epoch [33][2800/3757] lr: 1.000e-02, eta: 5 days, 11:31:48, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2760, top1_acc: 0.4891, top5_acc: 0.7219, loss_cls: 2.2229, loss: 3.4989, grad_norm: 6.3803 2021-07-04 11:52:50,118 - mmaction - INFO - Epoch [33][2820/3757] lr: 1.000e-02, eta: 5 days, 11:31:26, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.3199, top1_acc: 0.4820, top5_acc: 0.7125, loss_cls: 2.2997, loss: 3.6196, grad_norm: 6.6313 2021-07-04 11:53:11,895 - mmaction - INFO - Epoch [33][2840/3757] lr: 1.000e-02, eta: 5 days, 11:31:05, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.2757, top1_acc: 0.4891, top5_acc: 0.7383, loss_cls: 2.2075, loss: 3.4832, grad_norm: 6.3947 2021-07-04 11:53:32,852 - mmaction - INFO - Epoch [33][2860/3757] lr: 1.000e-02, eta: 5 days, 11:30:42, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 1.2989, top1_acc: 0.5039, top5_acc: 0.7156, loss_cls: 2.2608, loss: 3.5597, grad_norm: 6.6308 2021-07-04 11:53:54,110 - mmaction - INFO - Epoch [33][2880/3757] lr: 1.000e-02, eta: 5 days, 11:30:20, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3281, top1_acc: 0.4727, top5_acc: 0.7195, loss_cls: 2.3337, loss: 3.6618, grad_norm: 6.4538 2021-07-04 11:54:15,572 - mmaction - INFO - Epoch [33][2900/3757] lr: 1.000e-02, eta: 5 days, 11:29:58, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3299, top1_acc: 0.4789, top5_acc: 0.7211, loss_cls: 2.2913, loss: 3.6211, grad_norm: 6.4845 2021-07-04 11:54:36,718 - mmaction - INFO - Epoch [33][2920/3757] lr: 1.000e-02, eta: 5 days, 11:29:35, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3193, top1_acc: 0.4836, top5_acc: 0.7188, loss_cls: 2.2675, loss: 3.5868, grad_norm: 6.5273 2021-07-04 11:54:58,119 - mmaction - INFO - Epoch [33][2940/3757] lr: 1.000e-02, eta: 5 days, 11:29:13, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2934, top1_acc: 0.4953, top5_acc: 0.7102, loss_cls: 2.2695, loss: 3.5629, grad_norm: 6.2967 2021-07-04 11:55:19,521 - mmaction - INFO - Epoch [33][2960/3757] lr: 1.000e-02, eta: 5 days, 11:28:52, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3130, top1_acc: 0.5031, top5_acc: 0.7164, loss_cls: 2.2843, loss: 3.5973, grad_norm: 6.4627 2021-07-04 11:55:41,715 - mmaction - INFO - Epoch [33][2980/3757] lr: 1.000e-02, eta: 5 days, 11:28:33, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.3248, top1_acc: 0.4836, top5_acc: 0.7312, loss_cls: 2.2185, loss: 3.5432, grad_norm: 6.5003 2021-07-04 11:56:02,711 - mmaction - INFO - Epoch [33][3000/3757] lr: 1.000e-02, eta: 5 days, 11:28:09, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.3796, top1_acc: 0.4742, top5_acc: 0.6930, loss_cls: 2.3942, loss: 3.7738, grad_norm: 6.6484 2021-07-04 11:56:23,476 - mmaction - INFO - Epoch [33][3020/3757] lr: 1.000e-02, eta: 5 days, 11:27:45, time: 1.040, data_time: 0.005, memory: 6921, loss_aux: 1.3259, top1_acc: 0.4938, top5_acc: 0.7180, loss_cls: 2.2631, loss: 3.5891, grad_norm: 6.4828 2021-07-04 11:56:44,377 - mmaction - INFO - Epoch [33][3040/3757] lr: 1.000e-02, eta: 5 days, 11:27:22, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.3146, top1_acc: 0.4961, top5_acc: 0.7148, loss_cls: 2.2802, loss: 3.5949, grad_norm: 6.5894 2021-07-04 11:57:05,455 - mmaction - INFO - Epoch [33][3060/3757] lr: 1.000e-02, eta: 5 days, 11:26:59, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.3443, top1_acc: 0.4711, top5_acc: 0.7070, loss_cls: 2.3439, loss: 3.6882, grad_norm: 6.4841 2021-07-04 11:57:26,679 - mmaction - INFO - Epoch [33][3080/3757] lr: 1.000e-02, eta: 5 days, 11:26:36, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3244, top1_acc: 0.4695, top5_acc: 0.7133, loss_cls: 2.2815, loss: 3.6058, grad_norm: 6.4875 2021-07-04 11:57:47,725 - mmaction - INFO - Epoch [33][3100/3757] lr: 1.000e-02, eta: 5 days, 11:26:13, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.3656, top1_acc: 0.4734, top5_acc: 0.6898, loss_cls: 2.3989, loss: 3.7646, grad_norm: 6.4852 2021-07-04 11:58:08,959 - mmaction - INFO - Epoch [33][3120/3757] lr: 1.000e-02, eta: 5 days, 11:25:51, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3097, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.3019, loss: 3.6116, grad_norm: 6.4876 2021-07-04 11:58:30,022 - mmaction - INFO - Epoch [33][3140/3757] lr: 1.000e-02, eta: 5 days, 11:25:28, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3858, top1_acc: 0.4539, top5_acc: 0.6945, loss_cls: 2.3548, loss: 3.7406, grad_norm: 6.5239 2021-07-04 11:58:51,412 - mmaction - INFO - Epoch [33][3160/3757] lr: 1.000e-02, eta: 5 days, 11:25:06, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.3614, top1_acc: 0.4711, top5_acc: 0.7070, loss_cls: 2.3770, loss: 3.7384, grad_norm: 6.6518 2021-07-04 11:59:12,561 - mmaction - INFO - Epoch [33][3180/3757] lr: 1.000e-02, eta: 5 days, 11:24:43, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.3435, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.3601, loss: 3.7036, grad_norm: 6.7095 2021-07-04 11:59:33,760 - mmaction - INFO - Epoch [33][3200/3757] lr: 1.000e-02, eta: 5 days, 11:24:20, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.3284, top1_acc: 0.4828, top5_acc: 0.7164, loss_cls: 2.3169, loss: 3.6453, grad_norm: 6.5731 2021-07-04 11:59:55,480 - mmaction - INFO - Epoch [33][3220/3757] lr: 1.000e-02, eta: 5 days, 11:24:00, time: 1.087, data_time: 0.025, memory: 6921, loss_aux: 1.3273, top1_acc: 0.4758, top5_acc: 0.7148, loss_cls: 2.2952, loss: 3.6226, grad_norm: 6.4529 2021-07-04 12:00:16,386 - mmaction - INFO - Epoch [33][3240/3757] lr: 1.000e-02, eta: 5 days, 11:23:36, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.2782, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1336, loss: 3.4117, grad_norm: 6.4522 2021-07-04 12:00:37,650 - mmaction - INFO - Epoch [33][3260/3757] lr: 1.000e-02, eta: 5 days, 11:23:14, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3165, top1_acc: 0.4891, top5_acc: 0.7156, loss_cls: 2.2437, loss: 3.5603, grad_norm: 6.4164 2021-07-04 12:00:58,856 - mmaction - INFO - Epoch [33][3280/3757] lr: 1.000e-02, eta: 5 days, 11:22:51, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3053, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2611, loss: 3.5664, grad_norm: 6.3973 2021-07-04 12:01:20,548 - mmaction - INFO - Epoch [33][3300/3757] lr: 1.000e-02, eta: 5 days, 11:22:30, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.3260, top1_acc: 0.4828, top5_acc: 0.7164, loss_cls: 2.2832, loss: 3.6092, grad_norm: 6.5018 2021-07-04 12:01:42,285 - mmaction - INFO - Epoch [33][3320/3757] lr: 1.000e-02, eta: 5 days, 11:22:10, time: 1.086, data_time: 0.006, memory: 6921, loss_aux: 1.3011, top1_acc: 0.4953, top5_acc: 0.7055, loss_cls: 2.2104, loss: 3.5114, grad_norm: 6.4547 2021-07-04 12:02:03,772 - mmaction - INFO - Epoch [33][3340/3757] lr: 1.000e-02, eta: 5 days, 11:21:48, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.3674, top1_acc: 0.4641, top5_acc: 0.7117, loss_cls: 2.3553, loss: 3.7227, grad_norm: 6.4832 2021-07-04 12:02:24,666 - mmaction - INFO - Epoch [33][3360/3757] lr: 1.000e-02, eta: 5 days, 11:21:25, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.3574, top1_acc: 0.4734, top5_acc: 0.7203, loss_cls: 2.3343, loss: 3.6917, grad_norm: 6.6278 2021-07-04 12:02:45,785 - mmaction - INFO - Epoch [33][3380/3757] lr: 1.000e-02, eta: 5 days, 11:21:02, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3266, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2883, loss: 3.6150, grad_norm: 6.4561 2021-07-04 12:03:07,042 - mmaction - INFO - Epoch [33][3400/3757] lr: 1.000e-02, eta: 5 days, 11:20:39, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3391, top1_acc: 0.4695, top5_acc: 0.7133, loss_cls: 2.3076, loss: 3.6467, grad_norm: 6.2993 2021-07-04 12:03:28,284 - mmaction - INFO - Epoch [33][3420/3757] lr: 1.000e-02, eta: 5 days, 11:20:17, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3180, top1_acc: 0.4805, top5_acc: 0.7086, loss_cls: 2.2840, loss: 3.6020, grad_norm: 6.5395 2021-07-04 12:03:49,930 - mmaction - INFO - Epoch [33][3440/3757] lr: 1.000e-02, eta: 5 days, 11:19:56, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3033, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2270, loss: 3.5303, grad_norm: 6.3870 2021-07-04 12:04:11,408 - mmaction - INFO - Epoch [33][3460/3757] lr: 1.000e-02, eta: 5 days, 11:19:35, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2641, top1_acc: 0.5078, top5_acc: 0.7297, loss_cls: 2.1545, loss: 3.4186, grad_norm: 6.5075 2021-07-04 12:04:33,483 - mmaction - INFO - Epoch [33][3480/3757] lr: 1.000e-02, eta: 5 days, 11:19:15, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2910, top1_acc: 0.5023, top5_acc: 0.7266, loss_cls: 2.2247, loss: 3.5157, grad_norm: 6.4066 2021-07-04 12:04:54,535 - mmaction - INFO - Epoch [33][3500/3757] lr: 1.000e-02, eta: 5 days, 11:18:52, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3564, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.3113, loss: 3.6677, grad_norm: 6.7336 2021-07-04 12:05:15,645 - mmaction - INFO - Epoch [33][3520/3757] lr: 1.000e-02, eta: 5 days, 11:18:29, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3443, top1_acc: 0.4586, top5_acc: 0.7117, loss_cls: 2.3552, loss: 3.6995, grad_norm: 6.6719 2021-07-04 12:05:36,943 - mmaction - INFO - Epoch [33][3540/3757] lr: 1.000e-02, eta: 5 days, 11:18:07, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3093, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2757, loss: 3.5850, grad_norm: 6.6618 2021-07-04 12:05:58,549 - mmaction - INFO - Epoch [33][3560/3757] lr: 1.000e-02, eta: 5 days, 11:17:46, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3218, top1_acc: 0.4797, top5_acc: 0.7102, loss_cls: 2.2795, loss: 3.6014, grad_norm: 6.4584 2021-07-04 12:06:19,795 - mmaction - INFO - Epoch [33][3580/3757] lr: 1.000e-02, eta: 5 days, 11:17:23, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3052, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.2939, loss: 3.5992, grad_norm: 6.3243 2021-07-04 12:06:41,721 - mmaction - INFO - Epoch [33][3600/3757] lr: 1.000e-02, eta: 5 days, 11:17:04, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.3186, top1_acc: 0.4953, top5_acc: 0.7188, loss_cls: 2.2358, loss: 3.5544, grad_norm: 6.6361 2021-07-04 12:07:02,983 - mmaction - INFO - Epoch [33][3620/3757] lr: 1.000e-02, eta: 5 days, 11:16:41, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.3505, top1_acc: 0.4688, top5_acc: 0.7070, loss_cls: 2.3608, loss: 3.7112, grad_norm: 6.6221 2021-07-04 12:07:23,973 - mmaction - INFO - Epoch [33][3640/3757] lr: 1.000e-02, eta: 5 days, 11:16:18, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3565, top1_acc: 0.4523, top5_acc: 0.7172, loss_cls: 2.3204, loss: 3.6769, grad_norm: 6.7174 2021-07-04 12:07:45,112 - mmaction - INFO - Epoch [33][3660/3757] lr: 1.000e-02, eta: 5 days, 11:15:55, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3423, top1_acc: 0.4727, top5_acc: 0.7047, loss_cls: 2.3133, loss: 3.6555, grad_norm: 6.6265 2021-07-04 12:08:06,900 - mmaction - INFO - Epoch [33][3680/3757] lr: 1.000e-02, eta: 5 days, 11:15:35, time: 1.091, data_time: 0.006, memory: 6921, loss_aux: 1.3652, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.3360, loss: 3.7012, grad_norm: 6.4174 2021-07-04 12:08:28,933 - mmaction - INFO - Epoch [33][3700/3757] lr: 1.000e-02, eta: 5 days, 11:15:15, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.3288, top1_acc: 0.4938, top5_acc: 0.7055, loss_cls: 2.3036, loss: 3.6324, grad_norm: 6.4221 2021-07-04 12:08:49,871 - mmaction - INFO - Epoch [33][3720/3757] lr: 1.000e-02, eta: 5 days, 11:14:52, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.3107, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.2530, loss: 3.5637, grad_norm: 6.3081 2021-07-04 12:09:10,864 - mmaction - INFO - Epoch [33][3740/3757] lr: 1.000e-02, eta: 5 days, 11:14:28, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2729, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.2169, loss: 3.4898, grad_norm: 6.3525 2021-07-04 12:09:29,058 - mmaction - INFO - Saving checkpoint at 33 epochs 2021-07-04 12:10:32,325 - mmaction - INFO - Epoch [34][20/3757] lr: 1.000e-02, eta: 5 days, 11:15:06, time: 3.082, data_time: 2.054, memory: 6921, loss_aux: 1.3442, top1_acc: 0.4922, top5_acc: 0.7203, loss_cls: 2.2925, loss: 3.6368, grad_norm: 6.5572 2021-07-04 12:10:53,155 - mmaction - INFO - Epoch [34][40/3757] lr: 1.000e-02, eta: 5 days, 11:14:42, time: 1.042, data_time: 0.005, memory: 6921, loss_aux: 1.3365, top1_acc: 0.4602, top5_acc: 0.7156, loss_cls: 2.3151, loss: 3.6516, grad_norm: 6.5602 2021-07-04 12:11:14,256 - mmaction - INFO - Epoch [34][60/3757] lr: 1.000e-02, eta: 5 days, 11:14:19, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3090, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.1904, loss: 3.4995, grad_norm: 6.5025 2021-07-04 12:11:35,351 - mmaction - INFO - Epoch [34][80/3757] lr: 1.000e-02, eta: 5 days, 11:13:56, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.2925, top1_acc: 0.5000, top5_acc: 0.7148, loss_cls: 2.2241, loss: 3.5166, grad_norm: 6.6130 2021-07-04 12:11:56,589 - mmaction - INFO - Epoch [34][100/3757] lr: 1.000e-02, eta: 5 days, 11:13:34, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2465, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.1489, loss: 3.3954, grad_norm: 6.4661 2021-07-04 12:12:17,635 - mmaction - INFO - Epoch [34][120/3757] lr: 1.000e-02, eta: 5 days, 11:13:11, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.3014, top1_acc: 0.4836, top5_acc: 0.7320, loss_cls: 2.2458, loss: 3.5472, grad_norm: 6.3619 2021-07-04 12:12:39,526 - mmaction - INFO - Epoch [34][140/3757] lr: 1.000e-02, eta: 5 days, 11:12:51, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.3033, top1_acc: 0.4813, top5_acc: 0.7375, loss_cls: 2.2171, loss: 3.5204, grad_norm: 6.5813 2021-07-04 12:13:00,589 - mmaction - INFO - Epoch [34][160/3757] lr: 1.000e-02, eta: 5 days, 11:12:28, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2806, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2099, loss: 3.4904, grad_norm: 6.7158 2021-07-04 12:13:21,652 - mmaction - INFO - Epoch [34][180/3757] lr: 1.000e-02, eta: 5 days, 11:12:05, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2380, top1_acc: 0.5102, top5_acc: 0.7539, loss_cls: 2.1110, loss: 3.3490, grad_norm: 6.4333 2021-07-04 12:13:43,335 - mmaction - INFO - Epoch [34][200/3757] lr: 1.000e-02, eta: 5 days, 11:11:44, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 1.3486, top1_acc: 0.4711, top5_acc: 0.7188, loss_cls: 2.3245, loss: 3.6731, grad_norm: 6.7325 2021-07-04 12:14:04,506 - mmaction - INFO - Epoch [34][220/3757] lr: 1.000e-02, eta: 5 days, 11:11:21, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3489, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3082, loss: 3.6572, grad_norm: 6.6837 2021-07-04 12:14:25,908 - mmaction - INFO - Epoch [34][240/3757] lr: 1.000e-02, eta: 5 days, 11:10:59, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3151, top1_acc: 0.4820, top5_acc: 0.7148, loss_cls: 2.2869, loss: 3.6020, grad_norm: 6.4910 2021-07-04 12:14:46,763 - mmaction - INFO - Epoch [34][260/3757] lr: 1.000e-02, eta: 5 days, 11:10:35, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 1.3021, top1_acc: 0.4891, top5_acc: 0.7195, loss_cls: 2.2323, loss: 3.5344, grad_norm: 6.6439 2021-07-04 12:15:08,256 - mmaction - INFO - Epoch [34][280/3757] lr: 1.000e-02, eta: 5 days, 11:10:14, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.3260, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2113, loss: 3.5373, grad_norm: 6.4477 2021-07-04 12:15:29,393 - mmaction - INFO - Epoch [34][300/3757] lr: 1.000e-02, eta: 5 days, 11:09:51, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2942, top1_acc: 0.5148, top5_acc: 0.7336, loss_cls: 2.1938, loss: 3.4879, grad_norm: 6.5282 2021-07-04 12:15:50,497 - mmaction - INFO - Epoch [34][320/3757] lr: 1.000e-02, eta: 5 days, 11:09:28, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3544, top1_acc: 0.4617, top5_acc: 0.6961, loss_cls: 2.3619, loss: 3.7162, grad_norm: 6.4069 2021-07-04 12:16:11,501 - mmaction - INFO - Epoch [34][340/3757] lr: 1.000e-02, eta: 5 days, 11:09:05, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2905, top1_acc: 0.4836, top5_acc: 0.7406, loss_cls: 2.2086, loss: 3.4991, grad_norm: 6.4509 2021-07-04 12:16:32,701 - mmaction - INFO - Epoch [34][360/3757] lr: 1.000e-02, eta: 5 days, 11:08:42, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2932, top1_acc: 0.4820, top5_acc: 0.7148, loss_cls: 2.2303, loss: 3.5236, grad_norm: 6.5589 2021-07-04 12:16:53,727 - mmaction - INFO - Epoch [34][380/3757] lr: 1.000e-02, eta: 5 days, 11:08:19, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3162, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.2455, loss: 3.5617, grad_norm: 6.7731 2021-07-04 12:17:15,509 - mmaction - INFO - Epoch [34][400/3757] lr: 1.000e-02, eta: 5 days, 11:07:59, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.3106, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.2274, loss: 3.5381, grad_norm: 6.5156 2021-07-04 12:17:36,440 - mmaction - INFO - Epoch [34][420/3757] lr: 1.000e-02, eta: 5 days, 11:07:35, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3742, top1_acc: 0.4625, top5_acc: 0.7000, loss_cls: 2.3784, loss: 3.7525, grad_norm: 6.6701 2021-07-04 12:17:57,385 - mmaction - INFO - Epoch [34][440/3757] lr: 1.000e-02, eta: 5 days, 11:07:12, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.2895, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.2101, loss: 3.4996, grad_norm: 6.6962 2021-07-04 12:18:18,548 - mmaction - INFO - Epoch [34][460/3757] lr: 1.000e-02, eta: 5 days, 11:06:49, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3126, top1_acc: 0.4875, top5_acc: 0.7422, loss_cls: 2.1795, loss: 3.4920, grad_norm: 6.6902 2021-07-04 12:18:40,310 - mmaction - INFO - Epoch [34][480/3757] lr: 1.000e-02, eta: 5 days, 11:06:28, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.3273, top1_acc: 0.4898, top5_acc: 0.7133, loss_cls: 2.2990, loss: 3.6263, grad_norm: 6.7091 2021-07-04 12:19:01,470 - mmaction - INFO - Epoch [34][500/3757] lr: 1.000e-02, eta: 5 days, 11:06:06, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2687, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.1222, loss: 3.3909, grad_norm: 6.3825 2021-07-04 12:19:22,679 - mmaction - INFO - Epoch [34][520/3757] lr: 1.000e-02, eta: 5 days, 11:05:43, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3542, top1_acc: 0.4852, top5_acc: 0.7109, loss_cls: 2.3210, loss: 3.6751, grad_norm: 6.5266 2021-07-04 12:19:43,628 - mmaction - INFO - Epoch [34][540/3757] lr: 1.000e-02, eta: 5 days, 11:05:20, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3310, top1_acc: 0.4758, top5_acc: 0.7000, loss_cls: 2.3054, loss: 3.6364, grad_norm: 6.5652 2021-07-04 12:20:04,740 - mmaction - INFO - Epoch [34][560/3757] lr: 1.000e-02, eta: 5 days, 11:04:57, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.3291, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.2446, loss: 3.5738, grad_norm: 6.6336 2021-07-04 12:20:25,975 - mmaction - INFO - Epoch [34][580/3757] lr: 1.000e-02, eta: 5 days, 11:04:35, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2725, top1_acc: 0.4813, top5_acc: 0.7383, loss_cls: 2.2053, loss: 3.4778, grad_norm: 6.6525 2021-07-04 12:20:46,989 - mmaction - INFO - Epoch [34][600/3757] lr: 1.000e-02, eta: 5 days, 11:04:11, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2699, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.2093, loss: 3.4792, grad_norm: 6.5784 2021-07-04 12:21:08,170 - mmaction - INFO - Epoch [34][620/3757] lr: 1.000e-02, eta: 5 days, 11:03:49, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3380, top1_acc: 0.4766, top5_acc: 0.7195, loss_cls: 2.2447, loss: 3.5826, grad_norm: 6.4510 2021-07-04 12:21:29,118 - mmaction - INFO - Epoch [34][640/3757] lr: 1.000e-02, eta: 5 days, 11:03:25, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3460, top1_acc: 0.4914, top5_acc: 0.7078, loss_cls: 2.3193, loss: 3.6653, grad_norm: 6.6304 2021-07-04 12:21:50,079 - mmaction - INFO - Epoch [34][660/3757] lr: 1.000e-02, eta: 5 days, 11:03:02, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3306, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3106, loss: 3.6412, grad_norm: 6.5828 2021-07-04 12:22:11,519 - mmaction - INFO - Epoch [34][680/3757] lr: 1.000e-02, eta: 5 days, 11:02:40, time: 1.074, data_time: 0.020, memory: 6921, loss_aux: 1.2912, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.1977, loss: 3.4890, grad_norm: 6.4610 2021-07-04 12:22:32,590 - mmaction - INFO - Epoch [34][700/3757] lr: 1.000e-02, eta: 5 days, 11:02:17, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2707, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1871, loss: 3.4578, grad_norm: 6.5517 2021-07-04 12:22:53,631 - mmaction - INFO - Epoch [34][720/3757] lr: 1.000e-02, eta: 5 days, 11:01:54, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2984, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2070, loss: 3.5055, grad_norm: 6.5221 2021-07-04 12:23:14,868 - mmaction - INFO - Epoch [34][740/3757] lr: 1.000e-02, eta: 5 days, 11:01:32, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2779, top1_acc: 0.4930, top5_acc: 0.7242, loss_cls: 2.2583, loss: 3.5362, grad_norm: 6.4552 2021-07-04 12:23:36,690 - mmaction - INFO - Epoch [34][760/3757] lr: 1.000e-02, eta: 5 days, 11:01:11, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.3320, top1_acc: 0.4813, top5_acc: 0.7047, loss_cls: 2.3034, loss: 3.6354, grad_norm: 6.4872 2021-07-04 12:23:57,781 - mmaction - INFO - Epoch [34][780/3757] lr: 1.000e-02, eta: 5 days, 11:00:48, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2768, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1661, loss: 3.4429, grad_norm: 6.3312 2021-07-04 12:24:19,753 - mmaction - INFO - Epoch [34][800/3757] lr: 1.000e-02, eta: 5 days, 11:00:29, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 1.2767, top1_acc: 0.5227, top5_acc: 0.7305, loss_cls: 2.1571, loss: 3.4338, grad_norm: 6.4254 2021-07-04 12:24:40,776 - mmaction - INFO - Epoch [34][820/3757] lr: 1.000e-02, eta: 5 days, 11:00:05, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3464, top1_acc: 0.4766, top5_acc: 0.7031, loss_cls: 2.3430, loss: 3.6894, grad_norm: 6.7573 2021-07-04 12:25:01,799 - mmaction - INFO - Epoch [34][840/3757] lr: 1.000e-02, eta: 5 days, 10:59:42, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3183, top1_acc: 0.4883, top5_acc: 0.7180, loss_cls: 2.2728, loss: 3.5911, grad_norm: 6.6771 2021-07-04 12:25:22,765 - mmaction - INFO - Epoch [34][860/3757] lr: 1.000e-02, eta: 5 days, 10:59:19, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3197, top1_acc: 0.4766, top5_acc: 0.7039, loss_cls: 2.3000, loss: 3.6197, grad_norm: 6.6543 2021-07-04 12:25:43,862 - mmaction - INFO - Epoch [34][880/3757] lr: 1.000e-02, eta: 5 days, 10:58:56, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2864, top1_acc: 0.5102, top5_acc: 0.7391, loss_cls: 2.1850, loss: 3.4714, grad_norm: 6.5336 2021-07-04 12:26:04,797 - mmaction - INFO - Epoch [34][900/3757] lr: 1.000e-02, eta: 5 days, 10:58:33, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3414, top1_acc: 0.4695, top5_acc: 0.7219, loss_cls: 2.3224, loss: 3.6638, grad_norm: 6.5924 2021-07-04 12:26:25,916 - mmaction - INFO - Epoch [34][920/3757] lr: 1.000e-02, eta: 5 days, 10:58:10, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3447, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.3114, loss: 3.6562, grad_norm: 6.6040 2021-07-04 12:26:47,795 - mmaction - INFO - Epoch [34][940/3757] lr: 1.000e-02, eta: 5 days, 10:57:50, time: 1.095, data_time: 0.047, memory: 6921, loss_aux: 1.2979, top1_acc: 0.4930, top5_acc: 0.7148, loss_cls: 2.2715, loss: 3.5694, grad_norm: 6.5622 2021-07-04 12:27:08,777 - mmaction - INFO - Epoch [34][960/3757] lr: 1.000e-02, eta: 5 days, 10:57:26, time: 1.047, data_time: 0.020, memory: 6921, loss_aux: 1.3158, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2783, loss: 3.5942, grad_norm: 6.4665 2021-07-04 12:27:29,958 - mmaction - INFO - Epoch [34][980/3757] lr: 1.000e-02, eta: 5 days, 10:57:04, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3275, top1_acc: 0.4742, top5_acc: 0.7195, loss_cls: 2.3032, loss: 3.6307, grad_norm: 6.4648 2021-07-04 12:27:51,153 - mmaction - INFO - Epoch [34][1000/3757] lr: 1.000e-02, eta: 5 days, 10:56:41, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2911, top1_acc: 0.5047, top5_acc: 0.7266, loss_cls: 2.2015, loss: 3.4926, grad_norm: 6.4371 2021-07-04 12:28:12,408 - mmaction - INFO - Epoch [34][1020/3757] lr: 1.000e-02, eta: 5 days, 10:56:19, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3198, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2719, loss: 3.5918, grad_norm: 6.4822 2021-07-04 12:28:33,719 - mmaction - INFO - Epoch [34][1040/3757] lr: 1.000e-02, eta: 5 days, 10:55:57, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.2283, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1521, loss: 3.3804, grad_norm: 6.4015 2021-07-04 12:28:54,771 - mmaction - INFO - Epoch [34][1060/3757] lr: 1.000e-02, eta: 5 days, 10:55:33, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3233, top1_acc: 0.4734, top5_acc: 0.7180, loss_cls: 2.2800, loss: 3.6033, grad_norm: 6.7042 2021-07-04 12:29:16,103 - mmaction - INFO - Epoch [34][1080/3757] lr: 1.000e-02, eta: 5 days, 10:55:11, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.3311, top1_acc: 0.4617, top5_acc: 0.7125, loss_cls: 2.3437, loss: 3.6749, grad_norm: 6.7065 2021-07-04 12:29:37,523 - mmaction - INFO - Epoch [34][1100/3757] lr: 1.000e-02, eta: 5 days, 10:54:50, time: 1.069, data_time: 0.019, memory: 6921, loss_aux: 1.2962, top1_acc: 0.4906, top5_acc: 0.7172, loss_cls: 2.2311, loss: 3.5272, grad_norm: 6.3221 2021-07-04 12:29:58,640 - mmaction - INFO - Epoch [34][1120/3757] lr: 1.000e-02, eta: 5 days, 10:54:27, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3256, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.2765, loss: 3.6021, grad_norm: 6.7220 2021-07-04 12:30:19,541 - mmaction - INFO - Epoch [34][1140/3757] lr: 1.000e-02, eta: 5 days, 10:54:03, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.3149, top1_acc: 0.4734, top5_acc: 0.7039, loss_cls: 2.3069, loss: 3.6218, grad_norm: 6.5889 2021-07-04 12:30:40,545 - mmaction - INFO - Epoch [34][1160/3757] lr: 1.000e-02, eta: 5 days, 10:53:40, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2894, top1_acc: 0.5055, top5_acc: 0.7219, loss_cls: 2.2052, loss: 3.4946, grad_norm: 6.3655 2021-07-04 12:31:01,791 - mmaction - INFO - Epoch [34][1180/3757] lr: 1.000e-02, eta: 5 days, 10:53:18, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3379, top1_acc: 0.4875, top5_acc: 0.7164, loss_cls: 2.2816, loss: 3.6195, grad_norm: 6.3202 2021-07-04 12:31:22,758 - mmaction - INFO - Epoch [34][1200/3757] lr: 1.000e-02, eta: 5 days, 10:52:54, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3042, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.2160, loss: 3.5202, grad_norm: 6.4828 2021-07-04 12:31:43,953 - mmaction - INFO - Epoch [34][1220/3757] lr: 1.000e-02, eta: 5 days, 10:52:32, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3388, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.3079, loss: 3.6467, grad_norm: 6.4699 2021-07-04 12:32:05,323 - mmaction - INFO - Epoch [34][1240/3757] lr: 1.000e-02, eta: 5 days, 10:52:10, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3137, top1_acc: 0.4891, top5_acc: 0.7141, loss_cls: 2.2329, loss: 3.5466, grad_norm: 6.4793 2021-07-04 12:32:26,295 - mmaction - INFO - Epoch [34][1260/3757] lr: 1.000e-02, eta: 5 days, 10:51:46, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2761, top1_acc: 0.5023, top5_acc: 0.7234, loss_cls: 2.1961, loss: 3.4723, grad_norm: 6.4476 2021-07-04 12:32:47,287 - mmaction - INFO - Epoch [34][1280/3757] lr: 1.000e-02, eta: 5 days, 10:51:23, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3447, top1_acc: 0.4633, top5_acc: 0.7195, loss_cls: 2.3167, loss: 3.6614, grad_norm: 6.5772 2021-07-04 12:33:08,862 - mmaction - INFO - Epoch [34][1300/3757] lr: 1.000e-02, eta: 5 days, 10:51:02, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.3226, top1_acc: 0.4984, top5_acc: 0.7227, loss_cls: 2.2838, loss: 3.6064, grad_norm: 6.6143 2021-07-04 12:33:30,016 - mmaction - INFO - Epoch [34][1320/3757] lr: 1.000e-02, eta: 5 days, 10:50:39, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3578, top1_acc: 0.4531, top5_acc: 0.6898, loss_cls: 2.3903, loss: 3.7481, grad_norm: 6.4220 2021-07-04 12:33:51,067 - mmaction - INFO - Epoch [34][1340/3757] lr: 1.000e-02, eta: 5 days, 10:50:16, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3292, top1_acc: 0.4797, top5_acc: 0.7180, loss_cls: 2.3069, loss: 3.6361, grad_norm: 6.3954 2021-07-04 12:34:12,527 - mmaction - INFO - Epoch [34][1360/3757] lr: 1.000e-02, eta: 5 days, 10:49:55, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2553, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1279, loss: 3.3833, grad_norm: 6.5272 2021-07-04 12:34:34,221 - mmaction - INFO - Epoch [34][1380/3757] lr: 1.000e-02, eta: 5 days, 10:49:34, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.3199, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2695, loss: 3.5894, grad_norm: 6.4718 2021-07-04 12:34:55,328 - mmaction - INFO - Epoch [34][1400/3757] lr: 1.000e-02, eta: 5 days, 10:49:11, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2431, top1_acc: 0.5180, top5_acc: 0.7469, loss_cls: 2.1256, loss: 3.3687, grad_norm: 6.3355 2021-07-04 12:35:16,249 - mmaction - INFO - Epoch [34][1420/3757] lr: 1.000e-02, eta: 5 days, 10:48:47, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.3439, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.2799, loss: 3.6237, grad_norm: 6.6507 2021-07-04 12:35:38,023 - mmaction - INFO - Epoch [34][1440/3757] lr: 1.000e-02, eta: 5 days, 10:48:27, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.3414, top1_acc: 0.4742, top5_acc: 0.7141, loss_cls: 2.2786, loss: 3.6200, grad_norm: 6.6025 2021-07-04 12:35:59,065 - mmaction - INFO - Epoch [34][1460/3757] lr: 1.000e-02, eta: 5 days, 10:48:04, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3217, top1_acc: 0.4992, top5_acc: 0.7188, loss_cls: 2.2792, loss: 3.6009, grad_norm: 6.6393 2021-07-04 12:36:20,024 - mmaction - INFO - Epoch [34][1480/3757] lr: 1.000e-02, eta: 5 days, 10:47:40, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3043, top1_acc: 0.5031, top5_acc: 0.7266, loss_cls: 2.2370, loss: 3.5413, grad_norm: 6.4613 2021-07-04 12:36:41,171 - mmaction - INFO - Epoch [34][1500/3757] lr: 1.000e-02, eta: 5 days, 10:47:18, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3292, top1_acc: 0.4766, top5_acc: 0.7250, loss_cls: 2.2794, loss: 3.6086, grad_norm: 6.5896 2021-07-04 12:37:02,641 - mmaction - INFO - Epoch [34][1520/3757] lr: 1.000e-02, eta: 5 days, 10:46:56, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3158, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.2059, loss: 3.5216, grad_norm: 6.5312 2021-07-04 12:37:24,120 - mmaction - INFO - Epoch [34][1540/3757] lr: 1.000e-02, eta: 5 days, 10:46:34, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2544, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.1215, loss: 3.3759, grad_norm: 6.4989 2021-07-04 12:37:45,347 - mmaction - INFO - Epoch [34][1560/3757] lr: 1.000e-02, eta: 5 days, 10:46:12, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2479, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.0905, loss: 3.3384, grad_norm: 6.4294 2021-07-04 12:38:06,393 - mmaction - INFO - Epoch [34][1580/3757] lr: 1.000e-02, eta: 5 days, 10:45:49, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3645, top1_acc: 0.4625, top5_acc: 0.6945, loss_cls: 2.4044, loss: 3.7689, grad_norm: 6.4879 2021-07-04 12:38:27,297 - mmaction - INFO - Epoch [34][1600/3757] lr: 1.000e-02, eta: 5 days, 10:45:26, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.2804, top1_acc: 0.4781, top5_acc: 0.7344, loss_cls: 2.2555, loss: 3.5359, grad_norm: 6.6132 2021-07-04 12:38:48,610 - mmaction - INFO - Epoch [34][1620/3757] lr: 1.000e-02, eta: 5 days, 10:45:03, time: 1.065, data_time: 0.013, memory: 6921, loss_aux: 1.3668, top1_acc: 0.4844, top5_acc: 0.7023, loss_cls: 2.3462, loss: 3.7130, grad_norm: 6.4245 2021-07-04 12:39:09,619 - mmaction - INFO - Epoch [34][1640/3757] lr: 1.000e-02, eta: 5 days, 10:44:40, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.3506, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.2834, loss: 3.6340, grad_norm: 6.7054 2021-07-04 12:39:31,410 - mmaction - INFO - Epoch [34][1660/3757] lr: 1.000e-02, eta: 5 days, 10:44:20, time: 1.089, data_time: 0.008, memory: 6921, loss_aux: 1.3102, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2557, loss: 3.5659, grad_norm: 6.4516 2021-07-04 12:39:52,784 - mmaction - INFO - Epoch [34][1680/3757] lr: 1.000e-02, eta: 5 days, 10:43:58, time: 1.069, data_time: 0.036, memory: 6921, loss_aux: 1.2945, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2276, loss: 3.5221, grad_norm: 6.6041 2021-07-04 12:40:14,016 - mmaction - INFO - Epoch [34][1700/3757] lr: 1.000e-02, eta: 5 days, 10:43:35, time: 1.060, data_time: 0.016, memory: 6921, loss_aux: 1.3170, top1_acc: 0.4594, top5_acc: 0.7203, loss_cls: 2.2661, loss: 3.5832, grad_norm: 6.5504 2021-07-04 12:40:35,072 - mmaction - INFO - Epoch [34][1720/3757] lr: 1.000e-02, eta: 5 days, 10:43:12, time: 1.053, data_time: 0.012, memory: 6921, loss_aux: 1.3672, top1_acc: 0.4570, top5_acc: 0.7031, loss_cls: 2.3627, loss: 3.7299, grad_norm: 6.5220 2021-07-04 12:40:56,097 - mmaction - INFO - Epoch [34][1740/3757] lr: 1.000e-02, eta: 5 days, 10:42:49, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3124, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2462, loss: 3.5586, grad_norm: 6.5130 2021-07-04 12:41:17,808 - mmaction - INFO - Epoch [34][1760/3757] lr: 1.000e-02, eta: 5 days, 10:42:28, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.3026, top1_acc: 0.4914, top5_acc: 0.7242, loss_cls: 2.2518, loss: 3.5544, grad_norm: 6.7979 2021-07-04 12:41:39,174 - mmaction - INFO - Epoch [34][1780/3757] lr: 1.000e-02, eta: 5 days, 10:42:06, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3239, top1_acc: 0.4930, top5_acc: 0.7125, loss_cls: 2.2766, loss: 3.6005, grad_norm: 6.5435 2021-07-04 12:42:00,454 - mmaction - INFO - Epoch [34][1800/3757] lr: 1.000e-02, eta: 5 days, 10:41:44, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3095, top1_acc: 0.4945, top5_acc: 0.7102, loss_cls: 2.2679, loss: 3.5774, grad_norm: 6.4806 2021-07-04 12:42:21,582 - mmaction - INFO - Epoch [34][1820/3757] lr: 1.000e-02, eta: 5 days, 10:41:21, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2637, top1_acc: 0.4836, top5_acc: 0.7562, loss_cls: 2.1574, loss: 3.4211, grad_norm: 6.3947 2021-07-04 12:42:42,731 - mmaction - INFO - Epoch [34][1840/3757] lr: 1.000e-02, eta: 5 days, 10:40:59, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3069, top1_acc: 0.5086, top5_acc: 0.7258, loss_cls: 2.2289, loss: 3.5358, grad_norm: 6.5181 2021-07-04 12:43:04,166 - mmaction - INFO - Epoch [34][1860/3757] lr: 1.000e-02, eta: 5 days, 10:40:37, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2884, top1_acc: 0.5062, top5_acc: 0.7328, loss_cls: 2.2049, loss: 3.4934, grad_norm: 6.4738 2021-07-04 12:43:25,487 - mmaction - INFO - Epoch [34][1880/3757] lr: 1.000e-02, eta: 5 days, 10:40:15, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.3346, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.3045, loss: 3.6392, grad_norm: 6.4988 2021-07-04 12:43:46,983 - mmaction - INFO - Epoch [34][1900/3757] lr: 1.000e-02, eta: 5 days, 10:39:53, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3061, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2204, loss: 3.5265, grad_norm: 6.6692 2021-07-04 12:44:08,336 - mmaction - INFO - Epoch [34][1920/3757] lr: 1.000e-02, eta: 5 days, 10:39:31, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1802, loss: 3.4369, grad_norm: 6.5553 2021-07-04 12:44:29,331 - mmaction - INFO - Epoch [34][1940/3757] lr: 1.000e-02, eta: 5 days, 10:39:08, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.3512, top1_acc: 0.4695, top5_acc: 0.6977, loss_cls: 2.3971, loss: 3.7484, grad_norm: 6.7474 2021-07-04 12:44:50,520 - mmaction - INFO - Epoch [34][1960/3757] lr: 1.000e-02, eta: 5 days, 10:38:46, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3327, top1_acc: 0.4797, top5_acc: 0.7086, loss_cls: 2.3407, loss: 3.6735, grad_norm: 6.4479 2021-07-04 12:45:11,680 - mmaction - INFO - Epoch [34][1980/3757] lr: 1.000e-02, eta: 5 days, 10:38:23, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3637, top1_acc: 0.4688, top5_acc: 0.7039, loss_cls: 2.3636, loss: 3.7272, grad_norm: 6.7973 2021-07-04 12:45:32,895 - mmaction - INFO - Epoch [34][2000/3757] lr: 1.000e-02, eta: 5 days, 10:38:01, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3234, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2901, loss: 3.6135, grad_norm: 6.4775 2021-07-04 12:45:53,983 - mmaction - INFO - Epoch [34][2020/3757] lr: 1.000e-02, eta: 5 days, 10:37:38, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3133, top1_acc: 0.4930, top5_acc: 0.7203, loss_cls: 2.2615, loss: 3.5748, grad_norm: 6.4836 2021-07-04 12:46:15,045 - mmaction - INFO - Epoch [34][2040/3757] lr: 1.000e-02, eta: 5 days, 10:37:15, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3443, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.2911, loss: 3.6355, grad_norm: 6.7549 2021-07-04 12:46:36,028 - mmaction - INFO - Epoch [34][2060/3757] lr: 1.000e-02, eta: 5 days, 10:36:51, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2934, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2236, loss: 3.5170, grad_norm: 6.3557 2021-07-04 12:46:58,253 - mmaction - INFO - Epoch [34][2080/3757] lr: 1.000e-02, eta: 5 days, 10:36:32, time: 1.113, data_time: 0.077, memory: 6921, loss_aux: 1.3204, top1_acc: 0.4656, top5_acc: 0.7164, loss_cls: 2.2850, loss: 3.6054, grad_norm: 6.6558 2021-07-04 12:47:19,353 - mmaction - INFO - Epoch [34][2100/3757] lr: 1.000e-02, eta: 5 days, 10:36:09, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.3001, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2396, loss: 3.5398, grad_norm: 6.4811 2021-07-04 12:47:40,460 - mmaction - INFO - Epoch [34][2120/3757] lr: 1.000e-02, eta: 5 days, 10:35:47, time: 1.057, data_time: 0.010, memory: 6921, loss_aux: 1.3734, top1_acc: 0.4578, top5_acc: 0.7055, loss_cls: 2.4193, loss: 3.7927, grad_norm: 6.8006 2021-07-04 12:48:01,407 - mmaction - INFO - Epoch [34][2140/3757] lr: 1.000e-02, eta: 5 days, 10:35:23, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2838, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.2252, loss: 3.5090, grad_norm: 6.1770 2021-07-04 12:48:23,344 - mmaction - INFO - Epoch [34][2160/3757] lr: 1.000e-02, eta: 5 days, 10:35:03, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.3751, top1_acc: 0.4727, top5_acc: 0.6922, loss_cls: 2.3975, loss: 3.7726, grad_norm: 6.4805 2021-07-04 12:48:44,573 - mmaction - INFO - Epoch [34][2180/3757] lr: 1.000e-02, eta: 5 days, 10:34:41, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2948, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.2224, loss: 3.5171, grad_norm: 6.5468 2021-07-04 12:49:05,576 - mmaction - INFO - Epoch [34][2200/3757] lr: 1.000e-02, eta: 5 days, 10:34:18, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2851, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2578, loss: 3.5429, grad_norm: 6.4825 2021-07-04 12:49:27,322 - mmaction - INFO - Epoch [34][2220/3757] lr: 1.000e-02, eta: 5 days, 10:33:57, time: 1.086, data_time: 0.037, memory: 6921, loss_aux: 1.3188, top1_acc: 0.5141, top5_acc: 0.7172, loss_cls: 2.2443, loss: 3.5630, grad_norm: 6.5586 2021-07-04 12:49:48,410 - mmaction - INFO - Epoch [34][2240/3757] lr: 1.000e-02, eta: 5 days, 10:33:34, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3178, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2636, loss: 3.5814, grad_norm: 6.5541 2021-07-04 12:50:09,411 - mmaction - INFO - Epoch [34][2260/3757] lr: 1.000e-02, eta: 5 days, 10:33:11, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3619, top1_acc: 0.4789, top5_acc: 0.7102, loss_cls: 2.3391, loss: 3.7010, grad_norm: 6.5382 2021-07-04 12:50:30,538 - mmaction - INFO - Epoch [34][2280/3757] lr: 1.000e-02, eta: 5 days, 10:32:48, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2941, top1_acc: 0.4703, top5_acc: 0.7242, loss_cls: 2.2748, loss: 3.5688, grad_norm: 6.5819 2021-07-04 12:50:51,630 - mmaction - INFO - Epoch [34][2300/3757] lr: 1.000e-02, eta: 5 days, 10:32:25, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3505, top1_acc: 0.4758, top5_acc: 0.7102, loss_cls: 2.3196, loss: 3.6701, grad_norm: 6.4460 2021-07-04 12:51:12,616 - mmaction - INFO - Epoch [34][2320/3757] lr: 1.000e-02, eta: 5 days, 10:32:02, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2681, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1983, loss: 3.4664, grad_norm: 6.4583 2021-07-04 12:51:33,823 - mmaction - INFO - Epoch [34][2340/3757] lr: 1.000e-02, eta: 5 days, 10:31:40, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2934, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.2434, loss: 3.5368, grad_norm: 6.5948 2021-07-04 12:51:55,042 - mmaction - INFO - Epoch [34][2360/3757] lr: 1.000e-02, eta: 5 days, 10:31:17, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3483, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.3142, loss: 3.6625, grad_norm: 6.8459 2021-07-04 12:52:17,191 - mmaction - INFO - Epoch [34][2380/3757] lr: 1.000e-02, eta: 5 days, 10:30:58, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.3560, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.3461, loss: 3.7022, grad_norm: 6.7038 2021-07-04 12:52:38,582 - mmaction - INFO - Epoch [34][2400/3757] lr: 1.000e-02, eta: 5 days, 10:30:36, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.3455, top1_acc: 0.4648, top5_acc: 0.7320, loss_cls: 2.2900, loss: 3.6355, grad_norm: 6.6259 2021-07-04 12:52:59,624 - mmaction - INFO - Epoch [34][2420/3757] lr: 1.000e-02, eta: 5 days, 10:30:13, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3624, top1_acc: 0.4602, top5_acc: 0.7063, loss_cls: 2.3767, loss: 3.7390, grad_norm: 6.7732 2021-07-04 12:53:20,733 - mmaction - INFO - Epoch [34][2440/3757] lr: 1.000e-02, eta: 5 days, 10:29:50, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3150, top1_acc: 0.4773, top5_acc: 0.7250, loss_cls: 2.2709, loss: 3.5859, grad_norm: 6.6389 2021-07-04 12:53:41,693 - mmaction - INFO - Epoch [34][2460/3757] lr: 1.000e-02, eta: 5 days, 10:29:27, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.3071, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2492, loss: 3.5563, grad_norm: 6.4723 2021-07-04 12:54:02,787 - mmaction - INFO - Epoch [34][2480/3757] lr: 1.000e-02, eta: 5 days, 10:29:04, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3466, top1_acc: 0.4680, top5_acc: 0.7156, loss_cls: 2.2895, loss: 3.6361, grad_norm: 6.6428 2021-07-04 12:54:24,178 - mmaction - INFO - Epoch [34][2500/3757] lr: 1.000e-02, eta: 5 days, 10:28:42, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3473, top1_acc: 0.4789, top5_acc: 0.6969, loss_cls: 2.3442, loss: 3.6915, grad_norm: 6.7320 2021-07-04 12:54:45,374 - mmaction - INFO - Epoch [34][2520/3757] lr: 1.000e-02, eta: 5 days, 10:28:20, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3050, top1_acc: 0.5016, top5_acc: 0.7141, loss_cls: 2.2324, loss: 3.5374, grad_norm: 6.5293 2021-07-04 12:55:06,547 - mmaction - INFO - Epoch [34][2540/3757] lr: 1.000e-02, eta: 5 days, 10:27:57, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3231, top1_acc: 0.5047, top5_acc: 0.7352, loss_cls: 2.2422, loss: 3.5653, grad_norm: 6.3237 2021-07-04 12:55:27,603 - mmaction - INFO - Epoch [34][2560/3757] lr: 1.000e-02, eta: 5 days, 10:27:34, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3085, top1_acc: 0.5039, top5_acc: 0.7172, loss_cls: 2.2674, loss: 3.5760, grad_norm: 6.3615 2021-07-04 12:55:48,621 - mmaction - INFO - Epoch [34][2580/3757] lr: 1.000e-02, eta: 5 days, 10:27:11, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3291, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2897, loss: 3.6188, grad_norm: 6.5114 2021-07-04 12:56:10,373 - mmaction - INFO - Epoch [34][2600/3757] lr: 1.000e-02, eta: 5 days, 10:26:50, time: 1.086, data_time: 0.001, memory: 6921, loss_aux: 1.3847, top1_acc: 0.4789, top5_acc: 0.7039, loss_cls: 2.3175, loss: 3.7022, grad_norm: 6.6163 2021-07-04 12:56:32,819 - mmaction - INFO - Epoch [34][2620/3757] lr: 1.000e-02, eta: 5 days, 10:26:32, time: 1.123, data_time: 0.079, memory: 6921, loss_aux: 1.3145, top1_acc: 0.4766, top5_acc: 0.7070, loss_cls: 2.2343, loss: 3.5488, grad_norm: 6.4660 2021-07-04 12:56:53,662 - mmaction - INFO - Epoch [34][2640/3757] lr: 1.000e-02, eta: 5 days, 10:26:08, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.3285, top1_acc: 0.4969, top5_acc: 0.7180, loss_cls: 2.2641, loss: 3.5926, grad_norm: 6.6787 2021-07-04 12:57:15,419 - mmaction - INFO - Epoch [34][2660/3757] lr: 1.000e-02, eta: 5 days, 10:25:48, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3182, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2976, loss: 3.6158, grad_norm: 6.5174 2021-07-04 12:57:36,133 - mmaction - INFO - Epoch [34][2680/3757] lr: 1.000e-02, eta: 5 days, 10:25:23, time: 1.036, data_time: 0.003, memory: 6921, loss_aux: 1.3170, top1_acc: 0.4859, top5_acc: 0.7172, loss_cls: 2.2610, loss: 3.5779, grad_norm: 6.6311 2021-07-04 12:57:57,022 - mmaction - INFO - Epoch [34][2700/3757] lr: 1.000e-02, eta: 5 days, 10:25:00, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3668, top1_acc: 0.4734, top5_acc: 0.7063, loss_cls: 2.3380, loss: 3.7048, grad_norm: 6.5570 2021-07-04 12:58:18,580 - mmaction - INFO - Epoch [34][2720/3757] lr: 1.000e-02, eta: 5 days, 10:24:39, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.3100, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.2980, loss: 3.6080, grad_norm: 6.5828 2021-07-04 12:58:39,736 - mmaction - INFO - Epoch [34][2740/3757] lr: 1.000e-02, eta: 5 days, 10:24:16, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3143, top1_acc: 0.4867, top5_acc: 0.7125, loss_cls: 2.2796, loss: 3.5939, grad_norm: 6.5870 2021-07-04 12:59:01,030 - mmaction - INFO - Epoch [34][2760/3757] lr: 1.000e-02, eta: 5 days, 10:23:54, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3294, top1_acc: 0.4836, top5_acc: 0.7195, loss_cls: 2.3124, loss: 3.6418, grad_norm: 6.4553 2021-07-04 12:59:22,984 - mmaction - INFO - Epoch [34][2780/3757] lr: 1.000e-02, eta: 5 days, 10:23:34, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 1.3140, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2743, loss: 3.5883, grad_norm: 6.4796 2021-07-04 12:59:45,153 - mmaction - INFO - Epoch [34][2800/3757] lr: 1.000e-02, eta: 5 days, 10:23:15, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.3464, top1_acc: 0.4766, top5_acc: 0.7031, loss_cls: 2.3060, loss: 3.6524, grad_norm: 6.3857 2021-07-04 13:00:06,192 - mmaction - INFO - Epoch [34][2820/3757] lr: 1.000e-02, eta: 5 days, 10:22:52, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.3591, top1_acc: 0.4781, top5_acc: 0.6898, loss_cls: 2.3939, loss: 3.7530, grad_norm: 6.4433 2021-07-04 13:00:27,417 - mmaction - INFO - Epoch [34][2840/3757] lr: 1.000e-02, eta: 5 days, 10:22:29, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.3578, top1_acc: 0.4813, top5_acc: 0.7047, loss_cls: 2.3205, loss: 3.6784, grad_norm: 6.5838 2021-07-04 13:00:48,689 - mmaction - INFO - Epoch [34][2860/3757] lr: 1.000e-02, eta: 5 days, 10:22:07, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3286, top1_acc: 0.4703, top5_acc: 0.7117, loss_cls: 2.2802, loss: 3.6088, grad_norm: 6.7125 2021-07-04 13:01:10,595 - mmaction - INFO - Epoch [34][2880/3757] lr: 1.000e-02, eta: 5 days, 10:21:47, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.3292, top1_acc: 0.4641, top5_acc: 0.7164, loss_cls: 2.2747, loss: 3.6039, grad_norm: 6.7568 2021-07-04 13:01:32,276 - mmaction - INFO - Epoch [34][2900/3757] lr: 1.000e-02, eta: 5 days, 10:21:26, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.3603, top1_acc: 0.4766, top5_acc: 0.7141, loss_cls: 2.3351, loss: 3.6954, grad_norm: 6.5075 2021-07-04 13:01:53,329 - mmaction - INFO - Epoch [34][2920/3757] lr: 1.000e-02, eta: 5 days, 10:21:03, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.3103, top1_acc: 0.4852, top5_acc: 0.7250, loss_cls: 2.2326, loss: 3.5428, grad_norm: 6.6241 2021-07-04 13:02:14,286 - mmaction - INFO - Epoch [34][2940/3757] lr: 1.000e-02, eta: 5 days, 10:20:40, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.2858, top1_acc: 0.4984, top5_acc: 0.7188, loss_cls: 2.2060, loss: 3.4918, grad_norm: 6.4114 2021-07-04 13:02:35,194 - mmaction - INFO - Epoch [34][2960/3757] lr: 1.000e-02, eta: 5 days, 10:20:16, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.3487, top1_acc: 0.4531, top5_acc: 0.6977, loss_cls: 2.3864, loss: 3.7351, grad_norm: 6.5368 2021-07-04 13:02:56,317 - mmaction - INFO - Epoch [34][2980/3757] lr: 1.000e-02, eta: 5 days, 10:19:53, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5164, top5_acc: 0.7273, loss_cls: 2.2007, loss: 3.4602, grad_norm: 6.3175 2021-07-04 13:03:17,324 - mmaction - INFO - Epoch [34][3000/3757] lr: 1.000e-02, eta: 5 days, 10:19:30, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3576, top1_acc: 0.4758, top5_acc: 0.6984, loss_cls: 2.3110, loss: 3.6685, grad_norm: 6.5206 2021-07-04 13:03:38,546 - mmaction - INFO - Epoch [34][3020/3757] lr: 1.000e-02, eta: 5 days, 10:19:08, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.2597, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1385, loss: 3.3981, grad_norm: 6.4541 2021-07-04 13:03:59,954 - mmaction - INFO - Epoch [34][3040/3757] lr: 1.000e-02, eta: 5 days, 10:18:46, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.3458, top1_acc: 0.4641, top5_acc: 0.7289, loss_cls: 2.3149, loss: 3.6607, grad_norm: 6.6335 2021-07-04 13:04:21,197 - mmaction - INFO - Epoch [34][3060/3757] lr: 1.000e-02, eta: 5 days, 10:18:24, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2773, top1_acc: 0.5070, top5_acc: 0.7203, loss_cls: 2.2167, loss: 3.4940, grad_norm: 6.5487 2021-07-04 13:04:42,218 - mmaction - INFO - Epoch [34][3080/3757] lr: 1.000e-02, eta: 5 days, 10:18:01, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1283, loss: 3.3853, grad_norm: 6.4249 2021-07-04 13:05:03,402 - mmaction - INFO - Epoch [34][3100/3757] lr: 1.000e-02, eta: 5 days, 10:17:38, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3429, top1_acc: 0.4922, top5_acc: 0.7070, loss_cls: 2.3118, loss: 3.6547, grad_norm: 6.6696 2021-07-04 13:05:24,578 - mmaction - INFO - Epoch [34][3120/3757] lr: 1.000e-02, eta: 5 days, 10:17:15, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3023, top1_acc: 0.5023, top5_acc: 0.7258, loss_cls: 2.1941, loss: 3.4964, grad_norm: 6.5548 2021-07-04 13:05:45,733 - mmaction - INFO - Epoch [34][3140/3757] lr: 1.000e-02, eta: 5 days, 10:16:53, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3320, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.3263, loss: 3.6583, grad_norm: 6.5832 2021-07-04 13:06:07,225 - mmaction - INFO - Epoch [34][3160/3757] lr: 1.000e-02, eta: 5 days, 10:16:31, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.3285, top1_acc: 0.4719, top5_acc: 0.6914, loss_cls: 2.3239, loss: 3.6524, grad_norm: 6.5227 2021-07-04 13:06:28,184 - mmaction - INFO - Epoch [34][3180/3757] lr: 1.000e-02, eta: 5 days, 10:16:08, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3265, top1_acc: 0.4734, top5_acc: 0.7078, loss_cls: 2.3266, loss: 3.6531, grad_norm: 6.4872 2021-07-04 13:06:49,085 - mmaction - INFO - Epoch [34][3200/3757] lr: 1.000e-02, eta: 5 days, 10:15:44, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.3196, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2329, loss: 3.5526, grad_norm: 6.4860 2021-07-04 13:07:10,283 - mmaction - INFO - Epoch [34][3220/3757] lr: 1.000e-02, eta: 5 days, 10:15:22, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3452, top1_acc: 0.4742, top5_acc: 0.7242, loss_cls: 2.3125, loss: 3.6577, grad_norm: 6.6328 2021-07-04 13:07:32,035 - mmaction - INFO - Epoch [34][3240/3757] lr: 1.000e-02, eta: 5 days, 10:15:01, time: 1.088, data_time: 0.014, memory: 6921, loss_aux: 1.3314, top1_acc: 0.4711, top5_acc: 0.7203, loss_cls: 2.2962, loss: 3.6276, grad_norm: 6.6073 2021-07-04 13:07:53,252 - mmaction - INFO - Epoch [34][3260/3757] lr: 1.000e-02, eta: 5 days, 10:14:39, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2958, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1811, loss: 3.4769, grad_norm: 6.7164 2021-07-04 13:08:14,290 - mmaction - INFO - Epoch [34][3280/3757] lr: 1.000e-02, eta: 5 days, 10:14:16, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.3355, top1_acc: 0.4844, top5_acc: 0.7102, loss_cls: 2.3202, loss: 3.6558, grad_norm: 6.5272 2021-07-04 13:08:35,459 - mmaction - INFO - Epoch [34][3300/3757] lr: 1.000e-02, eta: 5 days, 10:13:53, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2635, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2379, loss: 3.5014, grad_norm: 6.6435 2021-07-04 13:08:56,797 - mmaction - INFO - Epoch [34][3320/3757] lr: 1.000e-02, eta: 5 days, 10:13:31, time: 1.066, data_time: 0.015, memory: 6921, loss_aux: 1.3484, top1_acc: 0.4625, top5_acc: 0.7164, loss_cls: 2.3479, loss: 3.6963, grad_norm: 6.8178 2021-07-04 13:09:18,198 - mmaction - INFO - Epoch [34][3340/3757] lr: 1.000e-02, eta: 5 days, 10:13:09, time: 1.070, data_time: 0.020, memory: 6921, loss_aux: 1.3121, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.2868, loss: 3.5989, grad_norm: 6.6892 2021-07-04 13:09:39,076 - mmaction - INFO - Epoch [34][3360/3757] lr: 1.000e-02, eta: 5 days, 10:12:46, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3103, top1_acc: 0.4813, top5_acc: 0.6992, loss_cls: 2.2883, loss: 3.5986, grad_norm: 6.5321 2021-07-04 13:10:00,567 - mmaction - INFO - Epoch [34][3380/3757] lr: 1.000e-02, eta: 5 days, 10:12:24, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.3434, top1_acc: 0.4906, top5_acc: 0.7156, loss_cls: 2.3098, loss: 3.6532, grad_norm: 6.5587 2021-07-04 13:10:21,889 - mmaction - INFO - Epoch [34][3400/3757] lr: 1.000e-02, eta: 5 days, 10:12:02, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3164, top1_acc: 0.5016, top5_acc: 0.7109, loss_cls: 2.2752, loss: 3.5916, grad_norm: 6.5803 2021-07-04 13:10:43,089 - mmaction - INFO - Epoch [34][3420/3757] lr: 1.000e-02, eta: 5 days, 10:11:40, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3163, top1_acc: 0.4914, top5_acc: 0.7125, loss_cls: 2.2794, loss: 3.5957, grad_norm: 6.4718 2021-07-04 13:11:04,908 - mmaction - INFO - Epoch [34][3440/3757] lr: 1.000e-02, eta: 5 days, 10:11:19, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.3197, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.2725, loss: 3.5923, grad_norm: 6.3571 2021-07-04 13:11:25,794 - mmaction - INFO - Epoch [34][3460/3757] lr: 1.000e-02, eta: 5 days, 10:10:56, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.2545, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.1348, loss: 3.3893, grad_norm: 6.4596 2021-07-04 13:11:46,843 - mmaction - INFO - Epoch [34][3480/3757] lr: 1.000e-02, eta: 5 days, 10:10:33, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3474, top1_acc: 0.4695, top5_acc: 0.7047, loss_cls: 2.3487, loss: 3.6961, grad_norm: 6.6362 2021-07-04 13:12:08,242 - mmaction - INFO - Epoch [34][3500/3757] lr: 1.000e-02, eta: 5 days, 10:10:11, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.3221, top1_acc: 0.4820, top5_acc: 0.7094, loss_cls: 2.3120, loss: 3.6341, grad_norm: 6.4793 2021-07-04 13:12:29,251 - mmaction - INFO - Epoch [34][3520/3757] lr: 1.000e-02, eta: 5 days, 10:09:48, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3904, top1_acc: 0.4461, top5_acc: 0.6977, loss_cls: 2.4210, loss: 3.8113, grad_norm: 6.4833 2021-07-04 13:12:50,413 - mmaction - INFO - Epoch [34][3540/3757] lr: 1.000e-02, eta: 5 days, 10:09:25, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3101, top1_acc: 0.4828, top5_acc: 0.7141, loss_cls: 2.2564, loss: 3.5665, grad_norm: 6.3507 2021-07-04 13:13:12,251 - mmaction - INFO - Epoch [34][3560/3757] lr: 1.000e-02, eta: 5 days, 10:09:05, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.3524, top1_acc: 0.4828, top5_acc: 0.6984, loss_cls: 2.3086, loss: 3.6610, grad_norm: 6.6228 2021-07-04 13:13:33,416 - mmaction - INFO - Epoch [34][3580/3757] lr: 1.000e-02, eta: 5 days, 10:08:42, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3502, top1_acc: 0.4727, top5_acc: 0.7023, loss_cls: 2.3393, loss: 3.6894, grad_norm: 6.5497 2021-07-04 13:13:54,443 - mmaction - INFO - Epoch [34][3600/3757] lr: 1.000e-02, eta: 5 days, 10:08:19, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2757, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.2403, loss: 3.5160, grad_norm: 6.3083 2021-07-04 13:14:16,439 - mmaction - INFO - Epoch [34][3620/3757] lr: 1.000e-02, eta: 5 days, 10:07:59, time: 1.100, data_time: 0.006, memory: 6921, loss_aux: 1.3105, top1_acc: 0.4766, top5_acc: 0.7109, loss_cls: 2.2554, loss: 3.5659, grad_norm: 6.4761 2021-07-04 13:14:37,783 - mmaction - INFO - Epoch [34][3640/3757] lr: 1.000e-02, eta: 5 days, 10:07:37, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2881, top1_acc: 0.4984, top5_acc: 0.7180, loss_cls: 2.1916, loss: 3.4797, grad_norm: 6.3507 2021-07-04 13:14:58,823 - mmaction - INFO - Epoch [34][3660/3757] lr: 1.000e-02, eta: 5 days, 10:07:14, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4688, top5_acc: 0.7328, loss_cls: 2.2598, loss: 3.5567, grad_norm: 6.5504 2021-07-04 13:15:19,975 - mmaction - INFO - Epoch [34][3680/3757] lr: 1.000e-02, eta: 5 days, 10:06:52, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3390, top1_acc: 0.4664, top5_acc: 0.7008, loss_cls: 2.3533, loss: 3.6923, grad_norm: 6.6087 2021-07-04 13:15:41,291 - mmaction - INFO - Epoch [34][3700/3757] lr: 1.000e-02, eta: 5 days, 10:06:30, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2915, top1_acc: 0.4945, top5_acc: 0.7016, loss_cls: 2.2462, loss: 3.5377, grad_norm: 6.2733 2021-07-04 13:16:02,311 - mmaction - INFO - Epoch [34][3720/3757] lr: 1.000e-02, eta: 5 days, 10:06:06, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.2751, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.2036, loss: 3.4788, grad_norm: 6.4722 2021-07-04 13:16:23,648 - mmaction - INFO - Epoch [34][3740/3757] lr: 1.000e-02, eta: 5 days, 10:05:44, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3579, top1_acc: 0.4883, top5_acc: 0.7141, loss_cls: 2.2924, loss: 3.6504, grad_norm: 6.4215 2021-07-04 13:16:41,910 - mmaction - INFO - Saving checkpoint at 34 epochs 2021-07-04 13:17:45,235 - mmaction - INFO - Epoch [35][20/3757] lr: 1.000e-02, eta: 5 days, 10:06:20, time: 3.090, data_time: 2.051, memory: 6921, loss_aux: 1.2989, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.2597, loss: 3.5586, grad_norm: 6.5470 2021-07-04 13:18:06,502 - mmaction - INFO - Epoch [35][40/3757] lr: 1.000e-02, eta: 5 days, 10:05:58, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.2795, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1796, loss: 3.4591, grad_norm: 6.5411 2021-07-04 13:18:27,497 - mmaction - INFO - Epoch [35][60/3757] lr: 1.000e-02, eta: 5 days, 10:05:34, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2867, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.2044, loss: 3.4910, grad_norm: 6.5203 2021-07-04 13:18:48,525 - mmaction - INFO - Epoch [35][80/3757] lr: 1.000e-02, eta: 5 days, 10:05:11, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2958, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2243, loss: 3.5201, grad_norm: 6.4865 2021-07-04 13:19:09,579 - mmaction - INFO - Epoch [35][100/3757] lr: 1.000e-02, eta: 5 days, 10:04:48, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.3064, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2483, loss: 3.5547, grad_norm: 6.6427 2021-07-04 13:19:30,839 - mmaction - INFO - Epoch [35][120/3757] lr: 1.000e-02, eta: 5 days, 10:04:26, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3141, top1_acc: 0.4852, top5_acc: 0.7117, loss_cls: 2.2959, loss: 3.6099, grad_norm: 6.5368 2021-07-04 13:19:52,681 - mmaction - INFO - Epoch [35][140/3757] lr: 1.000e-02, eta: 5 days, 10:04:06, time: 1.092, data_time: 0.001, memory: 6921, loss_aux: 1.3622, top1_acc: 0.4750, top5_acc: 0.6961, loss_cls: 2.3589, loss: 3.7211, grad_norm: 6.5365 2021-07-04 13:20:13,587 - mmaction - INFO - Epoch [35][160/3757] lr: 1.000e-02, eta: 5 days, 10:03:42, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.3022, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.2417, loss: 3.5439, grad_norm: 6.5719 2021-07-04 13:20:34,810 - mmaction - INFO - Epoch [35][180/3757] lr: 1.000e-02, eta: 5 days, 10:03:20, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3073, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2023, loss: 3.5096, grad_norm: 6.5717 2021-07-04 13:20:56,599 - mmaction - INFO - Epoch [35][200/3757] lr: 1.000e-02, eta: 5 days, 10:02:59, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4672, top5_acc: 0.7039, loss_cls: 2.3022, loss: 3.6236, grad_norm: 6.5302 2021-07-04 13:21:17,550 - mmaction - INFO - Epoch [35][220/3757] lr: 1.000e-02, eta: 5 days, 10:02:36, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3061, top1_acc: 0.4867, top5_acc: 0.7195, loss_cls: 2.2473, loss: 3.5534, grad_norm: 6.3453 2021-07-04 13:21:38,905 - mmaction - INFO - Epoch [35][240/3757] lr: 1.000e-02, eta: 5 days, 10:02:14, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3006, top1_acc: 0.5016, top5_acc: 0.7281, loss_cls: 2.2214, loss: 3.5220, grad_norm: 6.5826 2021-07-04 13:22:00,788 - mmaction - INFO - Epoch [35][260/3757] lr: 1.000e-02, eta: 5 days, 10:01:54, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.3510, top1_acc: 0.4813, top5_acc: 0.7242, loss_cls: 2.3210, loss: 3.6720, grad_norm: 6.5966 2021-07-04 13:22:21,824 - mmaction - INFO - Epoch [35][280/3757] lr: 1.000e-02, eta: 5 days, 10:01:31, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.3465, top1_acc: 0.4953, top5_acc: 0.7094, loss_cls: 2.3196, loss: 3.6661, grad_norm: 6.6277 2021-07-04 13:22:42,687 - mmaction - INFO - Epoch [35][300/3757] lr: 1.000e-02, eta: 5 days, 10:01:07, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 1.3408, top1_acc: 0.4711, top5_acc: 0.7070, loss_cls: 2.3305, loss: 3.6712, grad_norm: 6.4717 2021-07-04 13:23:03,908 - mmaction - INFO - Epoch [35][320/3757] lr: 1.000e-02, eta: 5 days, 10:00:45, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2798, top1_acc: 0.5102, top5_acc: 0.7219, loss_cls: 2.1950, loss: 3.4748, grad_norm: 6.5425 2021-07-04 13:23:24,909 - mmaction - INFO - Epoch [35][340/3757] lr: 1.000e-02, eta: 5 days, 10:00:21, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2756, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.1834, loss: 3.4590, grad_norm: 6.5595 2021-07-04 13:23:46,114 - mmaction - INFO - Epoch [35][360/3757] lr: 1.000e-02, eta: 5 days, 9:59:59, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2813, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.2151, loss: 3.4964, grad_norm: 6.6429 2021-07-04 13:24:07,214 - mmaction - INFO - Epoch [35][380/3757] lr: 1.000e-02, eta: 5 days, 9:59:36, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2858, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.1804, loss: 3.4661, grad_norm: 6.4300 2021-07-04 13:24:28,759 - mmaction - INFO - Epoch [35][400/3757] lr: 1.000e-02, eta: 5 days, 9:59:15, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.3684, top1_acc: 0.4461, top5_acc: 0.6977, loss_cls: 2.3966, loss: 3.7649, grad_norm: 6.7388 2021-07-04 13:24:49,839 - mmaction - INFO - Epoch [35][420/3757] lr: 1.000e-02, eta: 5 days, 9:58:52, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3280, top1_acc: 0.4727, top5_acc: 0.7180, loss_cls: 2.2695, loss: 3.5976, grad_norm: 6.5647 2021-07-04 13:25:11,016 - mmaction - INFO - Epoch [35][440/3757] lr: 1.000e-02, eta: 5 days, 9:58:29, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2998, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.2190, loss: 3.5188, grad_norm: 6.4034 2021-07-04 13:25:32,011 - mmaction - INFO - Epoch [35][460/3757] lr: 1.000e-02, eta: 5 days, 9:58:06, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3441, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2662, loss: 3.6103, grad_norm: 6.3347 2021-07-04 13:25:53,899 - mmaction - INFO - Epoch [35][480/3757] lr: 1.000e-02, eta: 5 days, 9:57:46, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.3467, top1_acc: 0.4852, top5_acc: 0.7047, loss_cls: 2.3024, loss: 3.6491, grad_norm: 6.3667 2021-07-04 13:26:14,699 - mmaction - INFO - Epoch [35][500/3757] lr: 1.000e-02, eta: 5 days, 9:57:22, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.3096, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2610, loss: 3.5706, grad_norm: 6.5664 2021-07-04 13:26:35,640 - mmaction - INFO - Epoch [35][520/3757] lr: 1.000e-02, eta: 5 days, 9:56:59, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.2687, top1_acc: 0.5164, top5_acc: 0.7297, loss_cls: 2.1668, loss: 3.4355, grad_norm: 6.4145 2021-07-04 13:26:57,659 - mmaction - INFO - Epoch [35][540/3757] lr: 1.000e-02, eta: 5 days, 9:56:39, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 1.3012, top1_acc: 0.4867, top5_acc: 0.7188, loss_cls: 2.2650, loss: 3.5662, grad_norm: 6.5007 2021-07-04 13:27:18,635 - mmaction - INFO - Epoch [35][560/3757] lr: 1.000e-02, eta: 5 days, 9:56:16, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3204, top1_acc: 0.4969, top5_acc: 0.7227, loss_cls: 2.2666, loss: 3.5869, grad_norm: 6.6386 2021-07-04 13:27:40,395 - mmaction - INFO - Epoch [35][580/3757] lr: 1.000e-02, eta: 5 days, 9:55:55, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.3461, top1_acc: 0.4672, top5_acc: 0.7094, loss_cls: 2.3442, loss: 3.6904, grad_norm: 6.5686 2021-07-04 13:28:01,196 - mmaction - INFO - Epoch [35][600/3757] lr: 1.000e-02, eta: 5 days, 9:55:31, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.2973, top1_acc: 0.5031, top5_acc: 0.7195, loss_cls: 2.2095, loss: 3.5068, grad_norm: 6.4568 2021-07-04 13:28:22,322 - mmaction - INFO - Epoch [35][620/3757] lr: 1.000e-02, eta: 5 days, 9:55:08, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2855, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2417, loss: 3.5272, grad_norm: 6.5142 2021-07-04 13:28:43,502 - mmaction - INFO - Epoch [35][640/3757] lr: 1.000e-02, eta: 5 days, 9:54:46, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3190, top1_acc: 0.4797, top5_acc: 0.7188, loss_cls: 2.3083, loss: 3.6273, grad_norm: 6.5988 2021-07-04 13:29:04,757 - mmaction - INFO - Epoch [35][660/3757] lr: 1.000e-02, eta: 5 days, 9:54:24, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3205, top1_acc: 0.4875, top5_acc: 0.7211, loss_cls: 2.2655, loss: 3.5859, grad_norm: 6.5140 2021-07-04 13:29:25,796 - mmaction - INFO - Epoch [35][680/3757] lr: 1.000e-02, eta: 5 days, 9:54:01, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2689, top1_acc: 0.4859, top5_acc: 0.7477, loss_cls: 2.1861, loss: 3.4550, grad_norm: 6.5045 2021-07-04 13:29:47,109 - mmaction - INFO - Epoch [35][700/3757] lr: 1.000e-02, eta: 5 days, 9:53:39, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3247, top1_acc: 0.4852, top5_acc: 0.7094, loss_cls: 2.2943, loss: 3.6190, grad_norm: 6.5715 2021-07-04 13:30:08,229 - mmaction - INFO - Epoch [35][720/3757] lr: 1.000e-02, eta: 5 days, 9:53:16, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2680, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.1888, loss: 3.4569, grad_norm: 6.3481 2021-07-04 13:30:29,375 - mmaction - INFO - Epoch [35][740/3757] lr: 1.000e-02, eta: 5 days, 9:52:53, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3735, top1_acc: 0.4844, top5_acc: 0.7000, loss_cls: 2.3452, loss: 3.7187, grad_norm: 6.6281 2021-07-04 13:30:50,499 - mmaction - INFO - Epoch [35][760/3757] lr: 1.000e-02, eta: 5 days, 9:52:30, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2913, top1_acc: 0.4828, top5_acc: 0.7227, loss_cls: 2.2251, loss: 3.5164, grad_norm: 6.5969 2021-07-04 13:31:12,249 - mmaction - INFO - Epoch [35][780/3757] lr: 1.000e-02, eta: 5 days, 9:52:10, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2699, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1644, loss: 3.4342, grad_norm: 6.6274 2021-07-04 13:31:33,538 - mmaction - INFO - Epoch [35][800/3757] lr: 1.000e-02, eta: 5 days, 9:51:48, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3581, top1_acc: 0.4617, top5_acc: 0.6992, loss_cls: 2.3670, loss: 3.7251, grad_norm: 6.6700 2021-07-04 13:31:54,501 - mmaction - INFO - Epoch [35][820/3757] lr: 1.000e-02, eta: 5 days, 9:51:24, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2711, top1_acc: 0.4961, top5_acc: 0.7219, loss_cls: 2.1946, loss: 3.4658, grad_norm: 6.5238 2021-07-04 13:32:15,927 - mmaction - INFO - Epoch [35][840/3757] lr: 1.000e-02, eta: 5 days, 9:51:03, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.3235, top1_acc: 0.4703, top5_acc: 0.7133, loss_cls: 2.2821, loss: 3.6056, grad_norm: 6.5483 2021-07-04 13:32:37,083 - mmaction - INFO - Epoch [35][860/3757] lr: 1.000e-02, eta: 5 days, 9:50:40, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2911, top1_acc: 0.5086, top5_acc: 0.7266, loss_cls: 2.2119, loss: 3.5030, grad_norm: 6.4714 2021-07-04 13:32:59,595 - mmaction - INFO - Epoch [35][880/3757] lr: 1.000e-02, eta: 5 days, 9:50:22, time: 1.128, data_time: 0.004, memory: 6921, loss_aux: 1.2829, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1709, loss: 3.4539, grad_norm: 6.6518 2021-07-04 13:33:20,373 - mmaction - INFO - Epoch [35][900/3757] lr: 1.000e-02, eta: 5 days, 9:49:58, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.2930, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.2387, loss: 3.5317, grad_norm: 6.4775 2021-07-04 13:33:41,362 - mmaction - INFO - Epoch [35][920/3757] lr: 1.000e-02, eta: 5 days, 9:49:35, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.3286, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.3342, loss: 3.6629, grad_norm: 6.5785 2021-07-04 13:34:02,398 - mmaction - INFO - Epoch [35][940/3757] lr: 1.000e-02, eta: 5 days, 9:49:12, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3074, top1_acc: 0.4852, top5_acc: 0.7453, loss_cls: 2.2284, loss: 3.5357, grad_norm: 6.6488 2021-07-04 13:34:23,414 - mmaction - INFO - Epoch [35][960/3757] lr: 1.000e-02, eta: 5 days, 9:48:49, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2759, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1686, loss: 3.4445, grad_norm: 6.3904 2021-07-04 13:34:44,603 - mmaction - INFO - Epoch [35][980/3757] lr: 1.000e-02, eta: 5 days, 9:48:26, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2897, top1_acc: 0.5000, top5_acc: 0.7227, loss_cls: 2.2005, loss: 3.4901, grad_norm: 6.4403 2021-07-04 13:35:05,909 - mmaction - INFO - Epoch [35][1000/3757] lr: 1.000e-02, eta: 5 days, 9:48:04, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3537, top1_acc: 0.4703, top5_acc: 0.7070, loss_cls: 2.3587, loss: 3.7124, grad_norm: 6.6365 2021-07-04 13:35:27,150 - mmaction - INFO - Epoch [35][1020/3757] lr: 1.000e-02, eta: 5 days, 9:47:42, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.3254, top1_acc: 0.4836, top5_acc: 0.7250, loss_cls: 2.2572, loss: 3.5826, grad_norm: 6.8511 2021-07-04 13:35:48,177 - mmaction - INFO - Epoch [35][1040/3757] lr: 1.000e-02, eta: 5 days, 9:47:18, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2976, top1_acc: 0.5016, top5_acc: 0.7188, loss_cls: 2.2596, loss: 3.5572, grad_norm: 6.3791 2021-07-04 13:36:10,056 - mmaction - INFO - Epoch [35][1060/3757] lr: 1.000e-02, eta: 5 days, 9:46:58, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.3707, top1_acc: 0.4570, top5_acc: 0.6883, loss_cls: 2.3721, loss: 3.7429, grad_norm: 6.5678 2021-07-04 13:36:31,388 - mmaction - INFO - Epoch [35][1080/3757] lr: 1.000e-02, eta: 5 days, 9:46:36, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3061, top1_acc: 0.4969, top5_acc: 0.7203, loss_cls: 2.2532, loss: 3.5593, grad_norm: 6.3943 2021-07-04 13:36:52,640 - mmaction - INFO - Epoch [35][1100/3757] lr: 1.000e-02, eta: 5 days, 9:46:14, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2816, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1976, loss: 3.4792, grad_norm: 6.4085 2021-07-04 13:37:13,777 - mmaction - INFO - Epoch [35][1120/3757] lr: 1.000e-02, eta: 5 days, 9:45:51, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2851, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1821, loss: 3.4673, grad_norm: 6.5611 2021-07-04 13:37:34,935 - mmaction - INFO - Epoch [35][1140/3757] lr: 1.000e-02, eta: 5 days, 9:45:29, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2723, top1_acc: 0.5172, top5_acc: 0.7375, loss_cls: 2.1416, loss: 3.4139, grad_norm: 6.4060 2021-07-04 13:37:56,112 - mmaction - INFO - Epoch [35][1160/3757] lr: 1.000e-02, eta: 5 days, 9:45:06, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.2111, loss: 3.5081, grad_norm: 6.4883 2021-07-04 13:38:17,152 - mmaction - INFO - Epoch [35][1180/3757] lr: 1.000e-02, eta: 5 days, 9:44:43, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3308, top1_acc: 0.4773, top5_acc: 0.7063, loss_cls: 2.2828, loss: 3.6136, grad_norm: 6.6282 2021-07-04 13:38:38,221 - mmaction - INFO - Epoch [35][1200/3757] lr: 1.000e-02, eta: 5 days, 9:44:20, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3012, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.2286, loss: 3.5298, grad_norm: 6.6433 2021-07-04 13:38:59,484 - mmaction - INFO - Epoch [35][1220/3757] lr: 1.000e-02, eta: 5 days, 9:43:58, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3564, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3497, loss: 3.7061, grad_norm: 6.6549 2021-07-04 13:39:20,722 - mmaction - INFO - Epoch [35][1240/3757] lr: 1.000e-02, eta: 5 days, 9:43:35, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2579, top1_acc: 0.5195, top5_acc: 0.7391, loss_cls: 2.1286, loss: 3.3865, grad_norm: 6.4298 2021-07-04 13:39:42,201 - mmaction - INFO - Epoch [35][1260/3757] lr: 1.000e-02, eta: 5 days, 9:43:14, time: 1.073, data_time: 0.020, memory: 6921, loss_aux: 1.3228, top1_acc: 0.4766, top5_acc: 0.7273, loss_cls: 2.2699, loss: 3.5927, grad_norm: 6.7720 2021-07-04 13:40:03,746 - mmaction - INFO - Epoch [35][1280/3757] lr: 1.000e-02, eta: 5 days, 9:42:53, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2691, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.2173, loss: 3.4864, grad_norm: 6.5112 2021-07-04 13:40:25,293 - mmaction - INFO - Epoch [35][1300/3757] lr: 1.000e-02, eta: 5 days, 9:42:31, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3152, top1_acc: 0.4898, top5_acc: 0.7133, loss_cls: 2.2599, loss: 3.5751, grad_norm: 6.5531 2021-07-04 13:40:46,337 - mmaction - INFO - Epoch [35][1320/3757] lr: 1.000e-02, eta: 5 days, 9:42:08, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2745, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.1794, loss: 3.4539, grad_norm: 6.6191 2021-07-04 13:41:07,574 - mmaction - INFO - Epoch [35][1340/3757] lr: 1.000e-02, eta: 5 days, 9:41:46, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3047, top1_acc: 0.4859, top5_acc: 0.7391, loss_cls: 2.2050, loss: 3.5098, grad_norm: 6.4611 2021-07-04 13:41:29,594 - mmaction - INFO - Epoch [35][1360/3757] lr: 1.000e-02, eta: 5 days, 9:41:26, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.3262, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2723, loss: 3.5985, grad_norm: 6.7547 2021-07-04 13:41:50,785 - mmaction - INFO - Epoch [35][1380/3757] lr: 1.000e-02, eta: 5 days, 9:41:04, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2917, top1_acc: 0.4875, top5_acc: 0.7273, loss_cls: 2.2440, loss: 3.5357, grad_norm: 6.5248 2021-07-04 13:42:12,724 - mmaction - INFO - Epoch [35][1400/3757] lr: 1.000e-02, eta: 5 days, 9:40:44, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.2987, top1_acc: 0.4906, top5_acc: 0.7461, loss_cls: 2.1899, loss: 3.4885, grad_norm: 6.6065 2021-07-04 13:42:33,707 - mmaction - INFO - Epoch [35][1420/3757] lr: 1.000e-02, eta: 5 days, 9:40:21, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3227, top1_acc: 0.4664, top5_acc: 0.7133, loss_cls: 2.2978, loss: 3.6204, grad_norm: 6.5717 2021-07-04 13:42:54,840 - mmaction - INFO - Epoch [35][1440/3757] lr: 1.000e-02, eta: 5 days, 9:39:58, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3143, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.2122, loss: 3.5265, grad_norm: 6.6100 2021-07-04 13:43:15,825 - mmaction - INFO - Epoch [35][1460/3757] lr: 1.000e-02, eta: 5 days, 9:39:35, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3652, top1_acc: 0.4680, top5_acc: 0.7055, loss_cls: 2.3656, loss: 3.7308, grad_norm: 6.7937 2021-07-04 13:43:36,892 - mmaction - INFO - Epoch [35][1480/3757] lr: 1.000e-02, eta: 5 days, 9:39:12, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.3081, top1_acc: 0.4859, top5_acc: 0.7156, loss_cls: 2.2504, loss: 3.5585, grad_norm: 6.5093 2021-07-04 13:43:58,156 - mmaction - INFO - Epoch [35][1500/3757] lr: 1.000e-02, eta: 5 days, 9:38:49, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2963, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2000, loss: 3.4962, grad_norm: 6.4781 2021-07-04 13:44:19,301 - mmaction - INFO - Epoch [35][1520/3757] lr: 1.000e-02, eta: 5 days, 9:38:27, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3494, top1_acc: 0.4773, top5_acc: 0.7031, loss_cls: 2.3183, loss: 3.6677, grad_norm: 6.6552 2021-07-04 13:44:40,565 - mmaction - INFO - Epoch [35][1540/3757] lr: 1.000e-02, eta: 5 days, 9:38:04, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3225, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2847, loss: 3.6072, grad_norm: 6.3827 2021-07-04 13:45:02,466 - mmaction - INFO - Epoch [35][1560/3757] lr: 1.000e-02, eta: 5 days, 9:37:44, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.3215, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.2742, loss: 3.5957, grad_norm: 6.4988 2021-07-04 13:45:23,607 - mmaction - INFO - Epoch [35][1580/3757] lr: 1.000e-02, eta: 5 days, 9:37:22, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3469, top1_acc: 0.4781, top5_acc: 0.7000, loss_cls: 2.3586, loss: 3.7055, grad_norm: 6.4331 2021-07-04 13:45:44,750 - mmaction - INFO - Epoch [35][1600/3757] lr: 1.000e-02, eta: 5 days, 9:36:59, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3403, top1_acc: 0.4867, top5_acc: 0.7133, loss_cls: 2.2713, loss: 3.6115, grad_norm: 6.5637 2021-07-04 13:46:06,377 - mmaction - INFO - Epoch [35][1620/3757] lr: 1.000e-02, eta: 5 days, 9:36:38, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.2950, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.2575, loss: 3.5524, grad_norm: 6.6312 2021-07-04 13:46:27,788 - mmaction - INFO - Epoch [35][1640/3757] lr: 1.000e-02, eta: 5 days, 9:36:16, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3436, top1_acc: 0.4766, top5_acc: 0.7078, loss_cls: 2.3095, loss: 3.6531, grad_norm: 6.5380 2021-07-04 13:46:49,209 - mmaction - INFO - Epoch [35][1660/3757] lr: 1.000e-02, eta: 5 days, 9:35:55, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.3270, top1_acc: 0.4781, top5_acc: 0.6891, loss_cls: 2.3056, loss: 3.6326, grad_norm: 6.6356 2021-07-04 13:47:10,180 - mmaction - INFO - Epoch [35][1680/3757] lr: 1.000e-02, eta: 5 days, 9:35:31, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2981, top1_acc: 0.4875, top5_acc: 0.7359, loss_cls: 2.2007, loss: 3.4988, grad_norm: 6.5411 2021-07-04 13:47:31,422 - mmaction - INFO - Epoch [35][1700/3757] lr: 1.000e-02, eta: 5 days, 9:35:09, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3819, top1_acc: 0.4594, top5_acc: 0.6945, loss_cls: 2.3952, loss: 3.7771, grad_norm: 6.6400 2021-07-04 13:47:52,438 - mmaction - INFO - Epoch [35][1720/3757] lr: 1.000e-02, eta: 5 days, 9:34:46, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3295, top1_acc: 0.4992, top5_acc: 0.7102, loss_cls: 2.2667, loss: 3.5962, grad_norm: 6.5243 2021-07-04 13:48:13,812 - mmaction - INFO - Epoch [35][1740/3757] lr: 1.000e-02, eta: 5 days, 9:34:24, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.3162, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.2700, loss: 3.5861, grad_norm: 6.5666 2021-07-04 13:48:35,075 - mmaction - INFO - Epoch [35][1760/3757] lr: 1.000e-02, eta: 5 days, 9:34:02, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3080, top1_acc: 0.4852, top5_acc: 0.7164, loss_cls: 2.2858, loss: 3.5938, grad_norm: 6.6928 2021-07-04 13:48:56,232 - mmaction - INFO - Epoch [35][1780/3757] lr: 1.000e-02, eta: 5 days, 9:33:39, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3095, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2226, loss: 3.5321, grad_norm: 6.5785 2021-07-04 13:49:17,770 - mmaction - INFO - Epoch [35][1800/3757] lr: 1.000e-02, eta: 5 days, 9:33:18, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.2733, top1_acc: 0.5203, top5_acc: 0.7297, loss_cls: 2.2028, loss: 3.4761, grad_norm: 6.5417 2021-07-04 13:49:39,292 - mmaction - INFO - Epoch [35][1820/3757] lr: 1.000e-02, eta: 5 days, 9:32:56, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3104, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2690, loss: 3.5794, grad_norm: 6.3863 2021-07-04 13:50:00,349 - mmaction - INFO - Epoch [35][1840/3757] lr: 1.000e-02, eta: 5 days, 9:32:33, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3087, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3146, loss: 3.6233, grad_norm: 6.4546 2021-07-04 13:50:21,721 - mmaction - INFO - Epoch [35][1860/3757] lr: 1.000e-02, eta: 5 days, 9:32:11, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3793, top1_acc: 0.4664, top5_acc: 0.6969, loss_cls: 2.4273, loss: 3.8065, grad_norm: 6.8082 2021-07-04 13:50:43,073 - mmaction - INFO - Epoch [35][1880/3757] lr: 1.000e-02, eta: 5 days, 9:31:49, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3092, top1_acc: 0.4883, top5_acc: 0.7219, loss_cls: 2.2395, loss: 3.5487, grad_norm: 6.5556 2021-07-04 13:51:04,196 - mmaction - INFO - Epoch [35][1900/3757] lr: 1.000e-02, eta: 5 days, 9:31:27, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3360, top1_acc: 0.4641, top5_acc: 0.7273, loss_cls: 2.2956, loss: 3.6316, grad_norm: 6.6852 2021-07-04 13:51:26,132 - mmaction - INFO - Epoch [35][1920/3757] lr: 1.000e-02, eta: 5 days, 9:31:07, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.3261, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.3118, loss: 3.6379, grad_norm: 6.8483 2021-07-04 13:51:47,069 - mmaction - INFO - Epoch [35][1940/3757] lr: 1.000e-02, eta: 5 days, 9:30:43, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3072, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2503, loss: 3.5575, grad_norm: 6.5773 2021-07-04 13:52:07,968 - mmaction - INFO - Epoch [35][1960/3757] lr: 1.000e-02, eta: 5 days, 9:30:20, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3265, top1_acc: 0.4922, top5_acc: 0.7133, loss_cls: 2.2697, loss: 3.5962, grad_norm: 6.5392 2021-07-04 13:52:29,826 - mmaction - INFO - Epoch [35][1980/3757] lr: 1.000e-02, eta: 5 days, 9:30:00, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.3243, top1_acc: 0.4852, top5_acc: 0.7109, loss_cls: 2.3151, loss: 3.6394, grad_norm: 6.5073 2021-07-04 13:52:51,385 - mmaction - INFO - Epoch [35][2000/3757] lr: 1.000e-02, eta: 5 days, 9:29:38, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3350, top1_acc: 0.5047, top5_acc: 0.7125, loss_cls: 2.2838, loss: 3.6188, grad_norm: 6.5233 2021-07-04 13:53:13,114 - mmaction - INFO - Epoch [35][2020/3757] lr: 1.000e-02, eta: 5 days, 9:29:18, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4977, top5_acc: 0.7117, loss_cls: 2.2401, loss: 3.5614, grad_norm: 6.5099 2021-07-04 13:53:34,077 - mmaction - INFO - Epoch [35][2040/3757] lr: 1.000e-02, eta: 5 days, 9:28:54, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3363, top1_acc: 0.4961, top5_acc: 0.7031, loss_cls: 2.2984, loss: 3.6347, grad_norm: 6.5169 2021-07-04 13:53:55,360 - mmaction - INFO - Epoch [35][2060/3757] lr: 1.000e-02, eta: 5 days, 9:28:32, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3336, top1_acc: 0.4859, top5_acc: 0.7125, loss_cls: 2.2787, loss: 3.6123, grad_norm: 6.4616 2021-07-04 13:54:16,757 - mmaction - INFO - Epoch [35][2080/3757] lr: 1.000e-02, eta: 5 days, 9:28:10, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.3314, top1_acc: 0.4703, top5_acc: 0.7188, loss_cls: 2.2841, loss: 3.6155, grad_norm: 6.6451 2021-07-04 13:54:39,503 - mmaction - INFO - Epoch [35][2100/3757] lr: 1.000e-02, eta: 5 days, 9:27:53, time: 1.137, data_time: 0.003, memory: 6921, loss_aux: 1.3343, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2867, loss: 3.6209, grad_norm: 6.5777 2021-07-04 13:55:00,790 - mmaction - INFO - Epoch [35][2120/3757] lr: 1.000e-02, eta: 5 days, 9:27:31, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3152, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.2222, loss: 3.5375, grad_norm: 6.4929 2021-07-04 13:55:21,935 - mmaction - INFO - Epoch [35][2140/3757] lr: 1.000e-02, eta: 5 days, 9:27:08, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3385, top1_acc: 0.4688, top5_acc: 0.6977, loss_cls: 2.3823, loss: 3.7208, grad_norm: 6.5379 2021-07-04 13:55:42,994 - mmaction - INFO - Epoch [35][2160/3757] lr: 1.000e-02, eta: 5 days, 9:26:45, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3181, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2506, loss: 3.5687, grad_norm: 6.3909 2021-07-04 13:56:04,278 - mmaction - INFO - Epoch [35][2180/3757] lr: 1.000e-02, eta: 5 days, 9:26:23, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3372, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2591, loss: 3.5963, grad_norm: 6.6161 2021-07-04 13:56:25,697 - mmaction - INFO - Epoch [35][2200/3757] lr: 1.000e-02, eta: 5 days, 9:26:01, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.3540, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.3494, loss: 3.7034, grad_norm: 6.5899 2021-07-04 13:56:46,902 - mmaction - INFO - Epoch [35][2220/3757] lr: 1.000e-02, eta: 5 days, 9:25:39, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2863, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.2385, loss: 3.5249, grad_norm: 6.4446 2021-07-04 13:57:08,053 - mmaction - INFO - Epoch [35][2240/3757] lr: 1.000e-02, eta: 5 days, 9:25:16, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3300, top1_acc: 0.4664, top5_acc: 0.7258, loss_cls: 2.2617, loss: 3.5917, grad_norm: 6.6079 2021-07-04 13:57:29,109 - mmaction - INFO - Epoch [35][2260/3757] lr: 1.000e-02, eta: 5 days, 9:24:53, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3016, top1_acc: 0.5023, top5_acc: 0.7172, loss_cls: 2.2615, loss: 3.5630, grad_norm: 6.6637 2021-07-04 13:57:50,218 - mmaction - INFO - Epoch [35][2280/3757] lr: 1.000e-02, eta: 5 days, 9:24:31, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.3421, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.3284, loss: 3.6705, grad_norm: 6.5078 2021-07-04 13:58:11,389 - mmaction - INFO - Epoch [35][2300/3757] lr: 1.000e-02, eta: 5 days, 9:24:08, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3384, top1_acc: 0.4789, top5_acc: 0.7117, loss_cls: 2.3208, loss: 3.6592, grad_norm: 6.6358 2021-07-04 13:58:33,810 - mmaction - INFO - Epoch [35][2320/3757] lr: 1.000e-02, eta: 5 days, 9:23:50, time: 1.123, data_time: 0.005, memory: 6921, loss_aux: 1.2793, top1_acc: 0.4930, top5_acc: 0.7227, loss_cls: 2.2097, loss: 3.4890, grad_norm: 6.4708 2021-07-04 13:58:54,702 - mmaction - INFO - Epoch [35][2340/3757] lr: 1.000e-02, eta: 5 days, 9:23:26, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.3847, top1_acc: 0.4602, top5_acc: 0.6969, loss_cls: 2.4078, loss: 3.7926, grad_norm: 6.6940 2021-07-04 13:59:15,923 - mmaction - INFO - Epoch [35][2360/3757] lr: 1.000e-02, eta: 5 days, 9:23:04, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3135, top1_acc: 0.4750, top5_acc: 0.7211, loss_cls: 2.2703, loss: 3.5838, grad_norm: 6.4527 2021-07-04 13:59:37,155 - mmaction - INFO - Epoch [35][2380/3757] lr: 1.000e-02, eta: 5 days, 9:22:41, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3388, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.3104, loss: 3.6492, grad_norm: 6.5189 2021-07-04 13:59:58,399 - mmaction - INFO - Epoch [35][2400/3757] lr: 1.000e-02, eta: 5 days, 9:22:19, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.3106, top1_acc: 0.4852, top5_acc: 0.7250, loss_cls: 2.2648, loss: 3.5754, grad_norm: 6.3491 2021-07-04 14:00:20,146 - mmaction - INFO - Epoch [35][2420/3757] lr: 1.000e-02, eta: 5 days, 9:21:58, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.3480, top1_acc: 0.4578, top5_acc: 0.7102, loss_cls: 2.3518, loss: 3.6998, grad_norm: 6.7584 2021-07-04 14:00:41,138 - mmaction - INFO - Epoch [35][2440/3757] lr: 1.000e-02, eta: 5 days, 9:21:35, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2517, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1628, loss: 3.4145, grad_norm: 6.5811 2021-07-04 14:01:02,439 - mmaction - INFO - Epoch [35][2460/3757] lr: 1.000e-02, eta: 5 days, 9:21:13, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3462, top1_acc: 0.4773, top5_acc: 0.7055, loss_cls: 2.3309, loss: 3.6771, grad_norm: 6.7631 2021-07-04 14:01:23,440 - mmaction - INFO - Epoch [35][2480/3757] lr: 1.000e-02, eta: 5 days, 9:20:50, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.2817, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.2778, loss: 3.5595, grad_norm: 6.5483 2021-07-04 14:01:44,546 - mmaction - INFO - Epoch [35][2500/3757] lr: 1.000e-02, eta: 5 days, 9:20:27, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2967, top1_acc: 0.4891, top5_acc: 0.7219, loss_cls: 2.2271, loss: 3.5239, grad_norm: 6.4815 2021-07-04 14:02:05,725 - mmaction - INFO - Epoch [35][2520/3757] lr: 1.000e-02, eta: 5 days, 9:20:05, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3247, top1_acc: 0.4891, top5_acc: 0.7188, loss_cls: 2.2587, loss: 3.5834, grad_norm: 6.5833 2021-07-04 14:02:26,954 - mmaction - INFO - Epoch [35][2540/3757] lr: 1.000e-02, eta: 5 days, 9:19:42, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2897, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2124, loss: 3.5021, grad_norm: 6.5238 2021-07-04 14:02:48,025 - mmaction - INFO - Epoch [35][2560/3757] lr: 1.000e-02, eta: 5 days, 9:19:20, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3025, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2371, loss: 3.5396, grad_norm: 6.4872 2021-07-04 14:03:10,418 - mmaction - INFO - Epoch [35][2580/3757] lr: 1.000e-02, eta: 5 days, 9:19:01, time: 1.118, data_time: 0.002, memory: 6921, loss_aux: 1.3110, top1_acc: 0.4773, top5_acc: 0.7031, loss_cls: 2.3051, loss: 3.6161, grad_norm: 6.5149 2021-07-04 14:03:31,326 - mmaction - INFO - Epoch [35][2600/3757] lr: 1.000e-02, eta: 5 days, 9:18:37, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3513, top1_acc: 0.4703, top5_acc: 0.7109, loss_cls: 2.3286, loss: 3.6800, grad_norm: 6.7502 2021-07-04 14:03:52,458 - mmaction - INFO - Epoch [35][2620/3757] lr: 1.000e-02, eta: 5 days, 9:18:15, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2138, top1_acc: 0.5289, top5_acc: 0.7562, loss_cls: 2.0528, loss: 3.2665, grad_norm: 6.5573 2021-07-04 14:04:13,484 - mmaction - INFO - Epoch [35][2640/3757] lr: 1.000e-02, eta: 5 days, 9:17:52, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2908, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.1800, loss: 3.4708, grad_norm: 6.6459 2021-07-04 14:04:34,670 - mmaction - INFO - Epoch [35][2660/3757] lr: 1.000e-02, eta: 5 days, 9:17:29, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3049, top1_acc: 0.4898, top5_acc: 0.7219, loss_cls: 2.2772, loss: 3.5821, grad_norm: 6.5177 2021-07-04 14:04:55,991 - mmaction - INFO - Epoch [35][2680/3757] lr: 1.000e-02, eta: 5 days, 9:17:07, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3563, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.2711, loss: 3.6275, grad_norm: 6.7555 2021-07-04 14:05:17,046 - mmaction - INFO - Epoch [35][2700/3757] lr: 1.000e-02, eta: 5 days, 9:16:44, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2796, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.1641, loss: 3.4437, grad_norm: 6.4653 2021-07-04 14:05:38,464 - mmaction - INFO - Epoch [35][2720/3757] lr: 1.000e-02, eta: 5 days, 9:16:23, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2603, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2049, loss: 3.4652, grad_norm: 6.4518 2021-07-04 14:05:59,607 - mmaction - INFO - Epoch [35][2740/3757] lr: 1.000e-02, eta: 5 days, 9:16:00, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3419, top1_acc: 0.4773, top5_acc: 0.7063, loss_cls: 2.3163, loss: 3.6582, grad_norm: 6.5821 2021-07-04 14:06:20,866 - mmaction - INFO - Epoch [35][2760/3757] lr: 1.000e-02, eta: 5 days, 9:15:38, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3660, top1_acc: 0.4789, top5_acc: 0.7039, loss_cls: 2.3979, loss: 3.7639, grad_norm: 6.7063 2021-07-04 14:06:42,069 - mmaction - INFO - Epoch [35][2780/3757] lr: 1.000e-02, eta: 5 days, 9:15:15, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3265, top1_acc: 0.4969, top5_acc: 0.7070, loss_cls: 2.2896, loss: 3.6161, grad_norm: 6.4763 2021-07-04 14:07:03,154 - mmaction - INFO - Epoch [35][2800/3757] lr: 1.000e-02, eta: 5 days, 9:14:52, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2980, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1900, loss: 3.4880, grad_norm: 6.4361 2021-07-04 14:07:25,352 - mmaction - INFO - Epoch [35][2820/3757] lr: 1.000e-02, eta: 5 days, 9:14:33, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 1.3279, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2923, loss: 3.6202, grad_norm: 6.5728 2021-07-04 14:07:46,584 - mmaction - INFO - Epoch [35][2840/3757] lr: 1.000e-02, eta: 5 days, 9:14:11, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.3572, top1_acc: 0.4711, top5_acc: 0.6953, loss_cls: 2.3707, loss: 3.7279, grad_norm: 6.6439 2021-07-04 14:08:08,035 - mmaction - INFO - Epoch [35][2860/3757] lr: 1.000e-02, eta: 5 days, 9:13:49, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.3091, top1_acc: 0.5047, top5_acc: 0.7164, loss_cls: 2.2247, loss: 3.5338, grad_norm: 6.5391 2021-07-04 14:08:29,594 - mmaction - INFO - Epoch [35][2880/3757] lr: 1.000e-02, eta: 5 days, 9:13:28, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.2738, top1_acc: 0.4820, top5_acc: 0.7188, loss_cls: 2.2501, loss: 3.5239, grad_norm: 6.5668 2021-07-04 14:08:50,902 - mmaction - INFO - Epoch [35][2900/3757] lr: 1.000e-02, eta: 5 days, 9:13:06, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.2726, top1_acc: 0.5078, top5_acc: 0.7266, loss_cls: 2.2106, loss: 3.4832, grad_norm: 6.4256 2021-07-04 14:09:12,100 - mmaction - INFO - Epoch [35][2920/3757] lr: 1.000e-02, eta: 5 days, 9:12:43, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3211, top1_acc: 0.4953, top5_acc: 0.7070, loss_cls: 2.2550, loss: 3.5761, grad_norm: 6.6717 2021-07-04 14:09:33,217 - mmaction - INFO - Epoch [35][2940/3757] lr: 1.000e-02, eta: 5 days, 9:12:21, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3491, top1_acc: 0.4719, top5_acc: 0.7211, loss_cls: 2.3387, loss: 3.6878, grad_norm: 6.5645 2021-07-04 14:09:54,368 - mmaction - INFO - Epoch [35][2960/3757] lr: 1.000e-02, eta: 5 days, 9:11:58, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3538, top1_acc: 0.4719, top5_acc: 0.6992, loss_cls: 2.3309, loss: 3.6847, grad_norm: 6.6136 2021-07-04 14:10:15,467 - mmaction - INFO - Epoch [35][2980/3757] lr: 1.000e-02, eta: 5 days, 9:11:35, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.3064, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2098, loss: 3.5162, grad_norm: 6.4977 2021-07-04 14:10:36,885 - mmaction - INFO - Epoch [35][3000/3757] lr: 1.000e-02, eta: 5 days, 9:11:14, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.3197, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.2244, loss: 3.5441, grad_norm: 6.4815 2021-07-04 14:10:58,562 - mmaction - INFO - Epoch [35][3020/3757] lr: 1.000e-02, eta: 5 days, 9:10:53, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3185, top1_acc: 0.4844, top5_acc: 0.7086, loss_cls: 2.2778, loss: 3.5964, grad_norm: 6.5690 2021-07-04 14:11:20,150 - mmaction - INFO - Epoch [35][3040/3757] lr: 1.000e-02, eta: 5 days, 9:10:31, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2763, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.2062, loss: 3.4824, grad_norm: 6.5441 2021-07-04 14:11:41,196 - mmaction - INFO - Epoch [35][3060/3757] lr: 1.000e-02, eta: 5 days, 9:10:08, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3053, top1_acc: 0.4992, top5_acc: 0.7164, loss_cls: 2.2186, loss: 3.5239, grad_norm: 6.5124 2021-07-04 14:12:02,182 - mmaction - INFO - Epoch [35][3080/3757] lr: 1.000e-02, eta: 5 days, 9:09:45, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3376, top1_acc: 0.4859, top5_acc: 0.7148, loss_cls: 2.2842, loss: 3.6218, grad_norm: 6.5522 2021-07-04 14:12:23,388 - mmaction - INFO - Epoch [35][3100/3757] lr: 1.000e-02, eta: 5 days, 9:09:23, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3548, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2745, loss: 3.6293, grad_norm: 6.6962 2021-07-04 14:12:44,931 - mmaction - INFO - Epoch [35][3120/3757] lr: 1.000e-02, eta: 5 days, 9:09:02, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3101, top1_acc: 0.4789, top5_acc: 0.7078, loss_cls: 2.2945, loss: 3.6046, grad_norm: 6.5999 2021-07-04 14:13:06,067 - mmaction - INFO - Epoch [35][3140/3757] lr: 1.000e-02, eta: 5 days, 9:08:39, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3579, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.3081, loss: 3.6660, grad_norm: 6.7009 2021-07-04 14:13:27,136 - mmaction - INFO - Epoch [35][3160/3757] lr: 1.000e-02, eta: 5 days, 9:08:16, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2797, top1_acc: 0.4906, top5_acc: 0.7180, loss_cls: 2.2234, loss: 3.5031, grad_norm: 6.5278 2021-07-04 14:13:48,531 - mmaction - INFO - Epoch [35][3180/3757] lr: 1.000e-02, eta: 5 days, 9:07:54, time: 1.070, data_time: 0.008, memory: 6921, loss_aux: 1.2621, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1605, loss: 3.4226, grad_norm: 6.4651 2021-07-04 14:14:11,326 - mmaction - INFO - Epoch [35][3200/3757] lr: 1.000e-02, eta: 5 days, 9:07:37, time: 1.141, data_time: 0.006, memory: 6921, loss_aux: 1.3305, top1_acc: 0.4867, top5_acc: 0.7188, loss_cls: 2.2915, loss: 3.6220, grad_norm: 6.4460 2021-07-04 14:14:32,207 - mmaction - INFO - Epoch [35][3220/3757] lr: 1.000e-02, eta: 5 days, 9:07:13, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.2762, top1_acc: 0.5188, top5_acc: 0.7305, loss_cls: 2.1834, loss: 3.4595, grad_norm: 6.3249 2021-07-04 14:14:53,260 - mmaction - INFO - Epoch [35][3240/3757] lr: 1.000e-02, eta: 5 days, 9:06:51, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3026, top1_acc: 0.5070, top5_acc: 0.7383, loss_cls: 2.2021, loss: 3.5047, grad_norm: 6.3380 2021-07-04 14:15:14,796 - mmaction - INFO - Epoch [35][3260/3757] lr: 1.000e-02, eta: 5 days, 9:06:29, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2984, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2251, loss: 3.5235, grad_norm: 6.6659 2021-07-04 14:15:35,650 - mmaction - INFO - Epoch [35][3280/3757] lr: 1.000e-02, eta: 5 days, 9:06:06, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.3271, top1_acc: 0.4906, top5_acc: 0.7141, loss_cls: 2.3027, loss: 3.6298, grad_norm: 6.6913 2021-07-04 14:15:57,635 - mmaction - INFO - Epoch [35][3300/3757] lr: 1.000e-02, eta: 5 days, 9:05:46, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 1.3152, top1_acc: 0.4750, top5_acc: 0.7094, loss_cls: 2.3280, loss: 3.6431, grad_norm: 6.5798 2021-07-04 14:16:18,821 - mmaction - INFO - Epoch [35][3320/3757] lr: 1.000e-02, eta: 5 days, 9:05:23, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2999, top1_acc: 0.4922, top5_acc: 0.7117, loss_cls: 2.2663, loss: 3.5662, grad_norm: 6.5163 2021-07-04 14:16:39,889 - mmaction - INFO - Epoch [35][3340/3757] lr: 1.000e-02, eta: 5 days, 9:05:01, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3226, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2460, loss: 3.5685, grad_norm: 6.7572 2021-07-04 14:17:00,945 - mmaction - INFO - Epoch [35][3360/3757] lr: 1.000e-02, eta: 5 days, 9:04:38, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.3003, top1_acc: 0.4906, top5_acc: 0.7195, loss_cls: 2.2222, loss: 3.5225, grad_norm: 6.5521 2021-07-04 14:17:22,981 - mmaction - INFO - Epoch [35][3380/3757] lr: 1.000e-02, eta: 5 days, 9:04:18, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.2840, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2037, loss: 3.4877, grad_norm: 6.5404 2021-07-04 14:17:44,015 - mmaction - INFO - Epoch [35][3400/3757] lr: 1.000e-02, eta: 5 days, 9:03:55, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3168, top1_acc: 0.4797, top5_acc: 0.7180, loss_cls: 2.2756, loss: 3.5924, grad_norm: 6.5844 2021-07-04 14:18:05,269 - mmaction - INFO - Epoch [35][3420/3757] lr: 1.000e-02, eta: 5 days, 9:03:33, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2925, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1896, loss: 3.4821, grad_norm: 6.5905 2021-07-04 14:18:26,337 - mmaction - INFO - Epoch [35][3440/3757] lr: 1.000e-02, eta: 5 days, 9:03:10, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3369, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.3390, loss: 3.6759, grad_norm: 6.5664 2021-07-04 14:18:47,500 - mmaction - INFO - Epoch [35][3460/3757] lr: 1.000e-02, eta: 5 days, 9:02:47, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3689, top1_acc: 0.4617, top5_acc: 0.7102, loss_cls: 2.3275, loss: 3.6964, grad_norm: 6.7253 2021-07-04 14:19:08,490 - mmaction - INFO - Epoch [35][3480/3757] lr: 1.000e-02, eta: 5 days, 9:02:24, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3044, top1_acc: 0.4867, top5_acc: 0.7164, loss_cls: 2.2479, loss: 3.5523, grad_norm: 6.5317 2021-07-04 14:19:29,932 - mmaction - INFO - Epoch [35][3500/3757] lr: 1.000e-02, eta: 5 days, 9:02:02, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3298, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2921, loss: 3.6219, grad_norm: 6.4101 2021-07-04 14:19:51,450 - mmaction - INFO - Epoch [35][3520/3757] lr: 1.000e-02, eta: 5 days, 9:01:41, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.3240, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.2860, loss: 3.6100, grad_norm: 6.5214 2021-07-04 14:20:12,683 - mmaction - INFO - Epoch [35][3540/3757] lr: 1.000e-02, eta: 5 days, 9:01:19, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3331, top1_acc: 0.4820, top5_acc: 0.7047, loss_cls: 2.3212, loss: 3.6543, grad_norm: 6.3861 2021-07-04 14:20:33,831 - mmaction - INFO - Epoch [35][3560/3757] lr: 1.000e-02, eta: 5 days, 9:00:56, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3093, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.2599, loss: 3.5692, grad_norm: 6.4529 2021-07-04 14:20:55,688 - mmaction - INFO - Epoch [35][3580/3757] lr: 1.000e-02, eta: 5 days, 9:00:36, time: 1.092, data_time: 0.039, memory: 6921, loss_aux: 1.3124, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.2715, loss: 3.5839, grad_norm: 6.5074 2021-07-04 14:21:16,714 - mmaction - INFO - Epoch [35][3600/3757] lr: 1.000e-02, eta: 5 days, 9:00:13, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3036, top1_acc: 0.5000, top5_acc: 0.7063, loss_cls: 2.2570, loss: 3.5607, grad_norm: 6.5965 2021-07-04 14:21:37,951 - mmaction - INFO - Epoch [35][3620/3757] lr: 1.000e-02, eta: 5 days, 8:59:50, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.3090, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.2818, loss: 3.5908, grad_norm: 6.4548 2021-07-04 14:21:59,054 - mmaction - INFO - Epoch [35][3640/3757] lr: 1.000e-02, eta: 5 days, 8:59:28, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3059, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.2092, loss: 3.5151, grad_norm: 6.4247 2021-07-04 14:22:20,338 - mmaction - INFO - Epoch [35][3660/3757] lr: 1.000e-02, eta: 5 days, 8:59:05, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3398, top1_acc: 0.4813, top5_acc: 0.7078, loss_cls: 2.2914, loss: 3.6312, grad_norm: 6.5822 2021-07-04 14:22:41,812 - mmaction - INFO - Epoch [35][3680/3757] lr: 1.000e-02, eta: 5 days, 8:58:44, time: 1.075, data_time: 0.006, memory: 6921, loss_aux: 1.3243, top1_acc: 0.4805, top5_acc: 0.7063, loss_cls: 2.2976, loss: 3.6218, grad_norm: 6.6974 2021-07-04 14:23:02,859 - mmaction - INFO - Epoch [35][3700/3757] lr: 1.000e-02, eta: 5 days, 8:58:21, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3035, top1_acc: 0.4930, top5_acc: 0.7117, loss_cls: 2.2470, loss: 3.5505, grad_norm: 6.5252 2021-07-04 14:23:25,067 - mmaction - INFO - Epoch [35][3720/3757] lr: 1.000e-02, eta: 5 days, 8:58:02, time: 1.109, data_time: 0.005, memory: 6921, loss_aux: 1.3275, top1_acc: 0.4734, top5_acc: 0.7164, loss_cls: 2.3028, loss: 3.6303, grad_norm: 6.5164 2021-07-04 14:23:46,068 - mmaction - INFO - Epoch [35][3740/3757] lr: 1.000e-02, eta: 5 days, 8:57:39, time: 1.052, data_time: 0.007, memory: 6921, loss_aux: 1.3386, top1_acc: 0.4797, top5_acc: 0.7031, loss_cls: 2.2939, loss: 3.6325, grad_norm: 6.5430 2021-07-04 14:24:04,397 - mmaction - INFO - Saving checkpoint at 35 epochs 2021-07-04 14:28:54,321 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-04 14:28:55,141 - mmaction - INFO - top1_acc 0.5847 top5_acc 0.8204 2021-07-04 14:28:55,141 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-04 14:28:55,172 - mmaction - INFO - mean_acc 0.5845 2021-07-04 14:28:55,180 - mmaction - INFO - Epoch(val) [35][310] top1_acc: 0.5847, top5_acc: 0.8204, mean_class_accuracy: 0.5845 2021-07-04 14:29:56,377 - mmaction - INFO - Epoch [36][20/3757] lr: 1.000e-02, eta: 5 days, 8:58:09, time: 3.058, data_time: 1.971, memory: 6921, loss_aux: 1.2982, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.2110, loss: 3.5092, grad_norm: 6.5996 2021-07-04 14:30:17,972 - mmaction - INFO - Epoch [36][40/3757] lr: 1.000e-02, eta: 5 days, 8:57:48, time: 1.081, data_time: 0.026, memory: 6921, loss_aux: 1.2945, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1986, loss: 3.4931, grad_norm: 6.4866 2021-07-04 14:30:39,571 - mmaction - INFO - Epoch [36][60/3757] lr: 1.000e-02, eta: 5 days, 8:57:27, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.3032, top1_acc: 0.4805, top5_acc: 0.7328, loss_cls: 2.2340, loss: 3.5372, grad_norm: 6.5345 2021-07-04 14:31:01,457 - mmaction - INFO - Epoch [36][80/3757] lr: 1.000e-02, eta: 5 days, 8:57:07, time: 1.096, data_time: 0.006, memory: 6921, loss_aux: 1.3272, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2877, loss: 3.6149, grad_norm: 6.5258 2021-07-04 14:31:23,141 - mmaction - INFO - Epoch [36][100/3757] lr: 1.000e-02, eta: 5 days, 8:56:46, time: 1.083, data_time: 0.005, memory: 6921, loss_aux: 1.2578, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.1520, loss: 3.4097, grad_norm: 6.4541 2021-07-04 14:31:44,695 - mmaction - INFO - Epoch [36][120/3757] lr: 1.000e-02, eta: 5 days, 8:56:25, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2720, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.2274, loss: 3.4994, grad_norm: 6.6216 2021-07-04 14:32:05,789 - mmaction - INFO - Epoch [36][140/3757] lr: 1.000e-02, eta: 5 days, 8:56:02, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2889, top1_acc: 0.5273, top5_acc: 0.7242, loss_cls: 2.1522, loss: 3.4411, grad_norm: 6.5902 2021-07-04 14:32:26,915 - mmaction - INFO - Epoch [36][160/3757] lr: 1.000e-02, eta: 5 days, 8:55:39, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2806, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.1959, loss: 3.4766, grad_norm: 6.6641 2021-07-04 14:32:48,423 - mmaction - INFO - Epoch [36][180/3757] lr: 1.000e-02, eta: 5 days, 8:55:18, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.3054, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.2805, loss: 3.5860, grad_norm: 6.7945 2021-07-04 14:33:09,410 - mmaction - INFO - Epoch [36][200/3757] lr: 1.000e-02, eta: 5 days, 8:54:54, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2653, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1443, loss: 3.4096, grad_norm: 6.6418 2021-07-04 14:33:31,585 - mmaction - INFO - Epoch [36][220/3757] lr: 1.000e-02, eta: 5 days, 8:54:35, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.3137, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2262, loss: 3.5399, grad_norm: 6.7214 2021-07-04 14:33:52,683 - mmaction - INFO - Epoch [36][240/3757] lr: 1.000e-02, eta: 5 days, 8:54:12, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2762, top1_acc: 0.4977, top5_acc: 0.7406, loss_cls: 2.1483, loss: 3.4245, grad_norm: 6.4468 2021-07-04 14:34:13,697 - mmaction - INFO - Epoch [36][260/3757] lr: 1.000e-02, eta: 5 days, 8:53:49, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3769, top1_acc: 0.4492, top5_acc: 0.7031, loss_cls: 2.4087, loss: 3.7856, grad_norm: 6.7632 2021-07-04 14:34:34,750 - mmaction - INFO - Epoch [36][280/3757] lr: 1.000e-02, eta: 5 days, 8:53:26, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2937, top1_acc: 0.5133, top5_acc: 0.7438, loss_cls: 2.1855, loss: 3.4792, grad_norm: 6.5866 2021-07-04 14:34:56,111 - mmaction - INFO - Epoch [36][300/3757] lr: 1.000e-02, eta: 5 days, 8:53:05, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.2785, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.1892, loss: 3.4677, grad_norm: 6.7001 2021-07-04 14:35:17,158 - mmaction - INFO - Epoch [36][320/3757] lr: 1.000e-02, eta: 5 days, 8:52:42, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2647, top1_acc: 0.5078, top5_acc: 0.7273, loss_cls: 2.1747, loss: 3.4394, grad_norm: 6.2921 2021-07-04 14:35:39,061 - mmaction - INFO - Epoch [36][340/3757] lr: 1.000e-02, eta: 5 days, 8:52:21, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.2597, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1646, loss: 3.4243, grad_norm: 6.3662 2021-07-04 14:36:00,882 - mmaction - INFO - Epoch [36][360/3757] lr: 1.000e-02, eta: 5 days, 8:52:01, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2854, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1969, loss: 3.4823, grad_norm: 6.5966 2021-07-04 14:36:22,999 - mmaction - INFO - Epoch [36][380/3757] lr: 1.000e-02, eta: 5 days, 8:51:41, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.2816, top1_acc: 0.4922, top5_acc: 0.7250, loss_cls: 2.1989, loss: 3.4805, grad_norm: 6.4979 2021-07-04 14:36:44,049 - mmaction - INFO - Epoch [36][400/3757] lr: 1.000e-02, eta: 5 days, 8:51:19, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.3471, top1_acc: 0.4742, top5_acc: 0.7023, loss_cls: 2.3099, loss: 3.6570, grad_norm: 6.6425 2021-07-04 14:37:04,985 - mmaction - INFO - Epoch [36][420/3757] lr: 1.000e-02, eta: 5 days, 8:50:55, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3410, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2754, loss: 3.6163, grad_norm: 6.7834 2021-07-04 14:37:26,239 - mmaction - INFO - Epoch [36][440/3757] lr: 1.000e-02, eta: 5 days, 8:50:33, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.3092, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.2545, loss: 3.5637, grad_norm: 6.6756 2021-07-04 14:37:47,385 - mmaction - INFO - Epoch [36][460/3757] lr: 1.000e-02, eta: 5 days, 8:50:10, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2663, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.1611, loss: 3.4274, grad_norm: 6.5106 2021-07-04 14:38:08,409 - mmaction - INFO - Epoch [36][480/3757] lr: 1.000e-02, eta: 5 days, 8:49:47, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3095, top1_acc: 0.5055, top5_acc: 0.7258, loss_cls: 2.2449, loss: 3.5544, grad_norm: 6.6656 2021-07-04 14:38:29,642 - mmaction - INFO - Epoch [36][500/3757] lr: 1.000e-02, eta: 5 days, 8:49:25, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3100, top1_acc: 0.4898, top5_acc: 0.7250, loss_cls: 2.2170, loss: 3.5269, grad_norm: 6.5779 2021-07-04 14:38:50,886 - mmaction - INFO - Epoch [36][520/3757] lr: 1.000e-02, eta: 5 days, 8:49:03, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3330, top1_acc: 0.4867, top5_acc: 0.7156, loss_cls: 2.3070, loss: 3.6400, grad_norm: 6.7736 2021-07-04 14:39:12,440 - mmaction - INFO - Epoch [36][540/3757] lr: 1.000e-02, eta: 5 days, 8:48:41, time: 1.081, data_time: 0.006, memory: 6921, loss_aux: 1.2823, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.1669, loss: 3.4493, grad_norm: 6.3356 2021-07-04 14:39:33,913 - mmaction - INFO - Epoch [36][560/3757] lr: 1.000e-02, eta: 5 days, 8:48:20, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2801, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.1976, loss: 3.4777, grad_norm: 6.5807 2021-07-04 14:39:55,207 - mmaction - INFO - Epoch [36][580/3757] lr: 1.000e-02, eta: 5 days, 8:47:58, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3145, top1_acc: 0.5000, top5_acc: 0.7234, loss_cls: 2.2604, loss: 3.5749, grad_norm: 6.5825 2021-07-04 14:40:16,204 - mmaction - INFO - Epoch [36][600/3757] lr: 1.000e-02, eta: 5 days, 8:47:35, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3372, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2903, loss: 3.6275, grad_norm: 6.8489 2021-07-04 14:40:37,565 - mmaction - INFO - Epoch [36][620/3757] lr: 1.000e-02, eta: 5 days, 8:47:13, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3505, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2807, loss: 3.6312, grad_norm: 6.7104 2021-07-04 14:40:58,856 - mmaction - INFO - Epoch [36][640/3757] lr: 1.000e-02, eta: 5 days, 8:46:50, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.3389, top1_acc: 0.4836, top5_acc: 0.7023, loss_cls: 2.3066, loss: 3.6456, grad_norm: 6.7565 2021-07-04 14:41:20,083 - mmaction - INFO - Epoch [36][660/3757] lr: 1.000e-02, eta: 5 days, 8:46:28, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3195, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.2823, loss: 3.6018, grad_norm: 6.6082 2021-07-04 14:41:41,204 - mmaction - INFO - Epoch [36][680/3757] lr: 1.000e-02, eta: 5 days, 8:46:05, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3463, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3738, loss: 3.7201, grad_norm: 6.6252 2021-07-04 14:42:02,057 - mmaction - INFO - Epoch [36][700/3757] lr: 1.000e-02, eta: 5 days, 8:45:42, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 1.3460, top1_acc: 0.4883, top5_acc: 0.7164, loss_cls: 2.3346, loss: 3.6805, grad_norm: 6.4535 2021-07-04 14:42:24,336 - mmaction - INFO - Epoch [36][720/3757] lr: 1.000e-02, eta: 5 days, 8:45:23, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 1.3110, top1_acc: 0.5086, top5_acc: 0.7109, loss_cls: 2.2435, loss: 3.5545, grad_norm: 6.4855 2021-07-04 14:42:45,437 - mmaction - INFO - Epoch [36][740/3757] lr: 1.000e-02, eta: 5 days, 8:45:00, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2900, top1_acc: 0.4945, top5_acc: 0.7203, loss_cls: 2.2360, loss: 3.5260, grad_norm: 6.6902 2021-07-04 14:43:07,014 - mmaction - INFO - Epoch [36][760/3757] lr: 1.000e-02, eta: 5 days, 8:44:39, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2682, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.1672, loss: 3.4354, grad_norm: 6.5257 2021-07-04 14:43:28,218 - mmaction - INFO - Epoch [36][780/3757] lr: 1.000e-02, eta: 5 days, 8:44:16, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3030, top1_acc: 0.4875, top5_acc: 0.7273, loss_cls: 2.2378, loss: 3.5408, grad_norm: 6.4556 2021-07-04 14:43:49,350 - mmaction - INFO - Epoch [36][800/3757] lr: 1.000e-02, eta: 5 days, 8:43:54, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.2488, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.0923, loss: 3.3412, grad_norm: 6.5917 2021-07-04 14:44:10,533 - mmaction - INFO - Epoch [36][820/3757] lr: 1.000e-02, eta: 5 days, 8:43:31, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.3232, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.2809, loss: 3.6041, grad_norm: 6.6221 2021-07-04 14:44:31,739 - mmaction - INFO - Epoch [36][840/3757] lr: 1.000e-02, eta: 5 days, 8:43:09, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3294, top1_acc: 0.4836, top5_acc: 0.7055, loss_cls: 2.3219, loss: 3.6512, grad_norm: 6.5172 2021-07-04 14:44:52,674 - mmaction - INFO - Epoch [36][860/3757] lr: 1.000e-02, eta: 5 days, 8:42:46, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3113, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.1611, loss: 3.4724, grad_norm: 6.4472 2021-07-04 14:45:13,875 - mmaction - INFO - Epoch [36][880/3757] lr: 1.000e-02, eta: 5 days, 8:42:23, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2810, top1_acc: 0.4898, top5_acc: 0.7305, loss_cls: 2.2143, loss: 3.4953, grad_norm: 6.6540 2021-07-04 14:45:35,459 - mmaction - INFO - Epoch [36][900/3757] lr: 1.000e-02, eta: 5 days, 8:42:02, time: 1.080, data_time: 0.029, memory: 6921, loss_aux: 1.3257, top1_acc: 0.4969, top5_acc: 0.7180, loss_cls: 2.2538, loss: 3.5795, grad_norm: 6.5606 2021-07-04 14:45:56,710 - mmaction - INFO - Epoch [36][920/3757] lr: 1.000e-02, eta: 5 days, 8:41:40, time: 1.063, data_time: 0.011, memory: 6921, loss_aux: 1.2576, top1_acc: 0.4945, top5_acc: 0.7492, loss_cls: 2.1736, loss: 3.4312, grad_norm: 6.4730 2021-07-04 14:46:18,695 - mmaction - INFO - Epoch [36][940/3757] lr: 1.000e-02, eta: 5 days, 8:41:20, time: 1.100, data_time: 0.055, memory: 6921, loss_aux: 1.3487, top1_acc: 0.4523, top5_acc: 0.7242, loss_cls: 2.3084, loss: 3.6571, grad_norm: 6.6520 2021-07-04 14:46:39,853 - mmaction - INFO - Epoch [36][960/3757] lr: 1.000e-02, eta: 5 days, 8:40:57, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3261, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.1938, loss: 3.5199, grad_norm: 6.4932 2021-07-04 14:47:01,021 - mmaction - INFO - Epoch [36][980/3757] lr: 1.000e-02, eta: 5 days, 8:40:35, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3274, top1_acc: 0.4797, top5_acc: 0.7063, loss_cls: 2.2971, loss: 3.6245, grad_norm: 6.6796 2021-07-04 14:47:22,142 - mmaction - INFO - Epoch [36][1000/3757] lr: 1.000e-02, eta: 5 days, 8:40:12, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3166, top1_acc: 0.4891, top5_acc: 0.7078, loss_cls: 2.2775, loss: 3.5941, grad_norm: 6.3212 2021-07-04 14:47:43,750 - mmaction - INFO - Epoch [36][1020/3757] lr: 1.000e-02, eta: 5 days, 8:39:51, time: 1.082, data_time: 0.035, memory: 6921, loss_aux: 1.3017, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.2228, loss: 3.5244, grad_norm: 6.3096 2021-07-04 14:48:04,807 - mmaction - INFO - Epoch [36][1040/3757] lr: 1.000e-02, eta: 5 days, 8:39:28, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3576, top1_acc: 0.4680, top5_acc: 0.7109, loss_cls: 2.3080, loss: 3.6656, grad_norm: 6.7297 2021-07-04 14:48:25,924 - mmaction - INFO - Epoch [36][1060/3757] lr: 1.000e-02, eta: 5 days, 8:39:05, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.3116, top1_acc: 0.4781, top5_acc: 0.6992, loss_cls: 2.3084, loss: 3.6199, grad_norm: 6.3459 2021-07-04 14:48:47,487 - mmaction - INFO - Epoch [36][1080/3757] lr: 1.000e-02, eta: 5 days, 8:38:44, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2477, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.0845, loss: 3.3322, grad_norm: 6.2827 2021-07-04 14:49:08,654 - mmaction - INFO - Epoch [36][1100/3757] lr: 1.000e-02, eta: 5 days, 8:38:21, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2971, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2184, loss: 3.5155, grad_norm: 6.6640 2021-07-04 14:49:30,333 - mmaction - INFO - Epoch [36][1120/3757] lr: 1.000e-02, eta: 5 days, 8:38:00, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.2838, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.2031, loss: 3.4869, grad_norm: 6.5321 2021-07-04 14:49:51,482 - mmaction - INFO - Epoch [36][1140/3757] lr: 1.000e-02, eta: 5 days, 8:37:38, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2742, top1_acc: 0.5211, top5_acc: 0.7336, loss_cls: 2.1722, loss: 3.4464, grad_norm: 6.5365 2021-07-04 14:50:12,608 - mmaction - INFO - Epoch [36][1160/3757] lr: 1.000e-02, eta: 5 days, 8:37:15, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.3165, top1_acc: 0.4688, top5_acc: 0.7312, loss_cls: 2.2737, loss: 3.5902, grad_norm: 6.6968 2021-07-04 14:50:33,748 - mmaction - INFO - Epoch [36][1180/3757] lr: 1.000e-02, eta: 5 days, 8:36:53, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3285, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.2799, loss: 3.6084, grad_norm: 6.5409 2021-07-04 14:50:54,720 - mmaction - INFO - Epoch [36][1200/3757] lr: 1.000e-02, eta: 5 days, 8:36:29, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2861, top1_acc: 0.4727, top5_acc: 0.7086, loss_cls: 2.2582, loss: 3.5443, grad_norm: 6.5498 2021-07-04 14:51:16,665 - mmaction - INFO - Epoch [36][1220/3757] lr: 1.000e-02, eta: 5 days, 8:36:09, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.3272, top1_acc: 0.5047, top5_acc: 0.7219, loss_cls: 2.2637, loss: 3.5909, grad_norm: 6.4521 2021-07-04 14:51:38,768 - mmaction - INFO - Epoch [36][1240/3757] lr: 1.000e-02, eta: 5 days, 8:35:50, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.3371, top1_acc: 0.4680, top5_acc: 0.7063, loss_cls: 2.3226, loss: 3.6597, grad_norm: 6.6962 2021-07-04 14:51:59,724 - mmaction - INFO - Epoch [36][1260/3757] lr: 1.000e-02, eta: 5 days, 8:35:27, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2929, top1_acc: 0.4867, top5_acc: 0.7359, loss_cls: 2.2089, loss: 3.5018, grad_norm: 6.6666 2021-07-04 14:52:21,139 - mmaction - INFO - Epoch [36][1280/3757] lr: 1.000e-02, eta: 5 days, 8:35:05, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3082, top1_acc: 0.4828, top5_acc: 0.7383, loss_cls: 2.2445, loss: 3.5526, grad_norm: 6.7688 2021-07-04 14:52:42,883 - mmaction - INFO - Epoch [36][1300/3757] lr: 1.000e-02, eta: 5 days, 8:34:44, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.3717, top1_acc: 0.4773, top5_acc: 0.6961, loss_cls: 2.4048, loss: 3.7765, grad_norm: 6.6709 2021-07-04 14:53:04,929 - mmaction - INFO - Epoch [36][1320/3757] lr: 1.000e-02, eta: 5 days, 8:34:25, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.3036, top1_acc: 0.4984, top5_acc: 0.7258, loss_cls: 2.2444, loss: 3.5480, grad_norm: 6.5029 2021-07-04 14:53:25,815 - mmaction - INFO - Epoch [36][1340/3757] lr: 1.000e-02, eta: 5 days, 8:34:01, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3749, top1_acc: 0.4805, top5_acc: 0.7016, loss_cls: 2.3470, loss: 3.7219, grad_norm: 6.7178 2021-07-04 14:53:47,440 - mmaction - INFO - Epoch [36][1360/3757] lr: 1.000e-02, eta: 5 days, 8:33:40, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.3279, top1_acc: 0.4656, top5_acc: 0.7148, loss_cls: 2.3177, loss: 3.6457, grad_norm: 6.7344 2021-07-04 14:54:08,591 - mmaction - INFO - Epoch [36][1380/3757] lr: 1.000e-02, eta: 5 days, 8:33:17, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2943, top1_acc: 0.4969, top5_acc: 0.7172, loss_cls: 2.2343, loss: 3.5286, grad_norm: 6.3468 2021-07-04 14:54:29,744 - mmaction - INFO - Epoch [36][1400/3757] lr: 1.000e-02, eta: 5 days, 8:32:55, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3053, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2353, loss: 3.5406, grad_norm: 6.5458 2021-07-04 14:54:50,911 - mmaction - INFO - Epoch [36][1420/3757] lr: 1.000e-02, eta: 5 days, 8:32:32, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3410, top1_acc: 0.4852, top5_acc: 0.7148, loss_cls: 2.3051, loss: 3.6461, grad_norm: 6.6297 2021-07-04 14:55:12,132 - mmaction - INFO - Epoch [36][1440/3757] lr: 1.000e-02, eta: 5 days, 8:32:10, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3063, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2262, loss: 3.5326, grad_norm: 6.4627 2021-07-04 14:55:33,494 - mmaction - INFO - Epoch [36][1460/3757] lr: 1.000e-02, eta: 5 days, 8:31:48, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3290, top1_acc: 0.4820, top5_acc: 0.7156, loss_cls: 2.3295, loss: 3.6585, grad_norm: 6.5682 2021-07-04 14:55:54,883 - mmaction - INFO - Epoch [36][1480/3757] lr: 1.000e-02, eta: 5 days, 8:31:26, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3167, top1_acc: 0.4852, top5_acc: 0.7172, loss_cls: 2.2740, loss: 3.5907, grad_norm: 6.4493 2021-07-04 14:56:16,354 - mmaction - INFO - Epoch [36][1500/3757] lr: 1.000e-02, eta: 5 days, 8:31:05, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.3316, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.2957, loss: 3.6273, grad_norm: 6.4568 2021-07-04 14:56:37,408 - mmaction - INFO - Epoch [36][1520/3757] lr: 1.000e-02, eta: 5 days, 8:30:42, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3456, top1_acc: 0.4844, top5_acc: 0.7148, loss_cls: 2.3186, loss: 3.6642, grad_norm: 6.5198 2021-07-04 14:56:58,708 - mmaction - INFO - Epoch [36][1540/3757] lr: 1.000e-02, eta: 5 days, 8:30:20, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3223, top1_acc: 0.4859, top5_acc: 0.7328, loss_cls: 2.2610, loss: 3.5832, grad_norm: 6.5516 2021-07-04 14:57:19,840 - mmaction - INFO - Epoch [36][1560/3757] lr: 1.000e-02, eta: 5 days, 8:29:57, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2954, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2563, loss: 3.5518, grad_norm: 6.6353 2021-07-04 14:57:41,157 - mmaction - INFO - Epoch [36][1580/3757] lr: 1.000e-02, eta: 5 days, 8:29:35, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3774, top1_acc: 0.4711, top5_acc: 0.7055, loss_cls: 2.3220, loss: 3.6994, grad_norm: 6.7272 2021-07-04 14:58:02,186 - mmaction - INFO - Epoch [36][1600/3757] lr: 1.000e-02, eta: 5 days, 8:29:12, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2766, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.1877, loss: 3.4642, grad_norm: 6.4670 2021-07-04 14:58:23,606 - mmaction - INFO - Epoch [36][1620/3757] lr: 1.000e-02, eta: 5 days, 8:28:50, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2994, top1_acc: 0.4891, top5_acc: 0.7172, loss_cls: 2.2436, loss: 3.5430, grad_norm: 6.4944 2021-07-04 14:58:44,790 - mmaction - INFO - Epoch [36][1640/3757] lr: 1.000e-02, eta: 5 days, 8:28:28, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3258, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2591, loss: 3.5849, grad_norm: 6.3179 2021-07-04 14:59:07,234 - mmaction - INFO - Epoch [36][1660/3757] lr: 1.000e-02, eta: 5 days, 8:28:09, time: 1.124, data_time: 0.005, memory: 6921, loss_aux: 1.2587, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.1758, loss: 3.4345, grad_norm: 6.4257 2021-07-04 14:59:28,889 - mmaction - INFO - Epoch [36][1680/3757] lr: 1.000e-02, eta: 5 days, 8:27:48, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.3601, top1_acc: 0.4938, top5_acc: 0.7117, loss_cls: 2.3021, loss: 3.6622, grad_norm: 6.4866 2021-07-04 14:59:50,022 - mmaction - INFO - Epoch [36][1700/3757] lr: 1.000e-02, eta: 5 days, 8:27:26, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2562, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1429, loss: 3.3992, grad_norm: 6.3322 2021-07-04 15:00:11,263 - mmaction - INFO - Epoch [36][1720/3757] lr: 1.000e-02, eta: 5 days, 8:27:03, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2876, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.1844, loss: 3.4719, grad_norm: 6.6699 2021-07-04 15:00:32,458 - mmaction - INFO - Epoch [36][1740/3757] lr: 1.000e-02, eta: 5 days, 8:26:41, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2675, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1635, loss: 3.4310, grad_norm: 6.4363 2021-07-04 15:00:54,318 - mmaction - INFO - Epoch [36][1760/3757] lr: 1.000e-02, eta: 5 days, 8:26:21, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.3508, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3137, loss: 3.6644, grad_norm: 6.5059 2021-07-04 15:01:15,740 - mmaction - INFO - Epoch [36][1780/3757] lr: 1.000e-02, eta: 5 days, 8:25:59, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3159, top1_acc: 0.4953, top5_acc: 0.7125, loss_cls: 2.2559, loss: 3.5718, grad_norm: 6.5509 2021-07-04 15:01:36,832 - mmaction - INFO - Epoch [36][1800/3757] lr: 1.000e-02, eta: 5 days, 8:25:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3391, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2630, loss: 3.6021, grad_norm: 6.4914 2021-07-04 15:01:58,050 - mmaction - INFO - Epoch [36][1820/3757] lr: 1.000e-02, eta: 5 days, 8:25:14, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3317, top1_acc: 0.4875, top5_acc: 0.7039, loss_cls: 2.3088, loss: 3.6405, grad_norm: 6.5954 2021-07-04 15:02:19,120 - mmaction - INFO - Epoch [36][1840/3757] lr: 1.000e-02, eta: 5 days, 8:24:51, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2981, top1_acc: 0.4953, top5_acc: 0.7203, loss_cls: 2.2733, loss: 3.5714, grad_norm: 6.4542 2021-07-04 15:02:40,669 - mmaction - INFO - Epoch [36][1860/3757] lr: 1.000e-02, eta: 5 days, 8:24:30, time: 1.079, data_time: 0.017, memory: 6921, loss_aux: 1.3311, top1_acc: 0.4617, top5_acc: 0.7141, loss_cls: 2.3022, loss: 3.6333, grad_norm: 6.5260 2021-07-04 15:03:02,088 - mmaction - INFO - Epoch [36][1880/3757] lr: 1.000e-02, eta: 5 days, 8:24:08, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3503, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3228, loss: 3.6731, grad_norm: 6.6535 2021-07-04 15:03:24,536 - mmaction - INFO - Epoch [36][1900/3757] lr: 1.000e-02, eta: 5 days, 8:23:49, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 1.2855, top1_acc: 0.4922, top5_acc: 0.7227, loss_cls: 2.2306, loss: 3.5161, grad_norm: 6.6587 2021-07-04 15:03:45,578 - mmaction - INFO - Epoch [36][1920/3757] lr: 1.000e-02, eta: 5 days, 8:23:26, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2617, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1570, loss: 3.4187, grad_norm: 6.4155 2021-07-04 15:04:06,733 - mmaction - INFO - Epoch [36][1940/3757] lr: 1.000e-02, eta: 5 days, 8:23:04, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3013, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.2514, loss: 3.5527, grad_norm: 6.6152 2021-07-04 15:04:27,608 - mmaction - INFO - Epoch [36][1960/3757] lr: 1.000e-02, eta: 5 days, 8:22:40, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3041, top1_acc: 0.4953, top5_acc: 0.7227, loss_cls: 2.2150, loss: 3.5191, grad_norm: 6.5427 2021-07-04 15:04:48,968 - mmaction - INFO - Epoch [36][1980/3757] lr: 1.000e-02, eta: 5 days, 8:22:19, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2904, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.2263, loss: 3.5167, grad_norm: 6.4785 2021-07-04 15:05:10,286 - mmaction - INFO - Epoch [36][2000/3757] lr: 1.000e-02, eta: 5 days, 8:21:57, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.2911, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2417, loss: 3.5328, grad_norm: 6.4995 2021-07-04 15:05:32,005 - mmaction - INFO - Epoch [36][2020/3757] lr: 1.000e-02, eta: 5 days, 8:21:36, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3446, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2913, loss: 3.6359, grad_norm: 6.6251 2021-07-04 15:05:53,269 - mmaction - INFO - Epoch [36][2040/3757] lr: 1.000e-02, eta: 5 days, 8:21:14, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.3137, top1_acc: 0.4914, top5_acc: 0.7117, loss_cls: 2.3024, loss: 3.6161, grad_norm: 6.7761 2021-07-04 15:06:14,681 - mmaction - INFO - Epoch [36][2060/3757] lr: 1.000e-02, eta: 5 days, 8:20:52, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2913, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.2330, loss: 3.5243, grad_norm: 6.4629 2021-07-04 15:06:36,539 - mmaction - INFO - Epoch [36][2080/3757] lr: 1.000e-02, eta: 5 days, 8:20:31, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2769, top1_acc: 0.4914, top5_acc: 0.7430, loss_cls: 2.2000, loss: 3.4769, grad_norm: 6.5264 2021-07-04 15:06:57,637 - mmaction - INFO - Epoch [36][2100/3757] lr: 1.000e-02, eta: 5 days, 8:20:09, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3128, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2425, loss: 3.5553, grad_norm: 6.6419 2021-07-04 15:07:19,200 - mmaction - INFO - Epoch [36][2120/3757] lr: 1.000e-02, eta: 5 days, 8:19:47, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.3172, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3240, loss: 3.6412, grad_norm: 6.6445 2021-07-04 15:07:40,265 - mmaction - INFO - Epoch [36][2140/3757] lr: 1.000e-02, eta: 5 days, 8:19:25, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3190, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2710, loss: 3.5900, grad_norm: 6.4384 2021-07-04 15:08:01,634 - mmaction - INFO - Epoch [36][2160/3757] lr: 1.000e-02, eta: 5 days, 8:19:03, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.3558, top1_acc: 0.4781, top5_acc: 0.7125, loss_cls: 2.3283, loss: 3.6841, grad_norm: 6.8169 2021-07-04 15:08:23,077 - mmaction - INFO - Epoch [36][2180/3757] lr: 1.000e-02, eta: 5 days, 8:18:41, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.2663, top1_acc: 0.4922, top5_acc: 0.7453, loss_cls: 2.1682, loss: 3.4346, grad_norm: 6.5462 2021-07-04 15:08:44,778 - mmaction - INFO - Epoch [36][2200/3757] lr: 1.000e-02, eta: 5 days, 8:18:20, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.3188, top1_acc: 0.4828, top5_acc: 0.7094, loss_cls: 2.3328, loss: 3.6516, grad_norm: 6.6531 2021-07-04 15:09:06,070 - mmaction - INFO - Epoch [36][2220/3757] lr: 1.000e-02, eta: 5 days, 8:17:58, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3495, top1_acc: 0.4938, top5_acc: 0.7070, loss_cls: 2.2952, loss: 3.6447, grad_norm: 6.4033 2021-07-04 15:09:27,174 - mmaction - INFO - Epoch [36][2240/3757] lr: 1.000e-02, eta: 5 days, 8:17:35, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3211, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2533, loss: 3.5744, grad_norm: 6.5304 2021-07-04 15:09:49,311 - mmaction - INFO - Epoch [36][2260/3757] lr: 1.000e-02, eta: 5 days, 8:17:16, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.3156, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2717, loss: 3.5873, grad_norm: 6.8319 2021-07-04 15:10:10,584 - mmaction - INFO - Epoch [36][2280/3757] lr: 1.000e-02, eta: 5 days, 8:16:54, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2987, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.2229, loss: 3.5216, grad_norm: 6.4128 2021-07-04 15:10:31,723 - mmaction - INFO - Epoch [36][2300/3757] lr: 1.000e-02, eta: 5 days, 8:16:31, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.3249, top1_acc: 0.4813, top5_acc: 0.7063, loss_cls: 2.2977, loss: 3.6226, grad_norm: 6.5826 2021-07-04 15:10:52,991 - mmaction - INFO - Epoch [36][2320/3757] lr: 1.000e-02, eta: 5 days, 8:16:09, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2922, top1_acc: 0.4875, top5_acc: 0.7141, loss_cls: 2.2566, loss: 3.5488, grad_norm: 6.5590 2021-07-04 15:11:14,213 - mmaction - INFO - Epoch [36][2340/3757] lr: 1.000e-02, eta: 5 days, 8:15:47, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3038, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2525, loss: 3.5563, grad_norm: 6.4695 2021-07-04 15:11:35,298 - mmaction - INFO - Epoch [36][2360/3757] lr: 1.000e-02, eta: 5 days, 8:15:24, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3482, top1_acc: 0.4852, top5_acc: 0.7000, loss_cls: 2.3545, loss: 3.7027, grad_norm: 6.5739 2021-07-04 15:11:56,423 - mmaction - INFO - Epoch [36][2380/3757] lr: 1.000e-02, eta: 5 days, 8:15:01, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3360, top1_acc: 0.4836, top5_acc: 0.7078, loss_cls: 2.2898, loss: 3.6258, grad_norm: 6.6887 2021-07-04 15:12:17,702 - mmaction - INFO - Epoch [36][2400/3757] lr: 1.000e-02, eta: 5 days, 8:14:39, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3182, top1_acc: 0.4813, top5_acc: 0.7328, loss_cls: 2.2547, loss: 3.5730, grad_norm: 6.5621 2021-07-04 15:12:39,489 - mmaction - INFO - Epoch [36][2420/3757] lr: 1.000e-02, eta: 5 days, 8:14:18, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.3286, top1_acc: 0.5023, top5_acc: 0.7211, loss_cls: 2.3047, loss: 3.6333, grad_norm: 6.5702 2021-07-04 15:13:00,794 - mmaction - INFO - Epoch [36][2440/3757] lr: 1.000e-02, eta: 5 days, 8:13:56, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3179, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2567, loss: 3.5746, grad_norm: 6.6662 2021-07-04 15:13:22,014 - mmaction - INFO - Epoch [36][2460/3757] lr: 1.000e-02, eta: 5 days, 8:13:34, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3005, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2684, loss: 3.5689, grad_norm: 6.7088 2021-07-04 15:13:43,939 - mmaction - INFO - Epoch [36][2480/3757] lr: 1.000e-02, eta: 5 days, 8:13:14, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.2800, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1816, loss: 3.4615, grad_norm: 6.4853 2021-07-04 15:14:05,010 - mmaction - INFO - Epoch [36][2500/3757] lr: 1.000e-02, eta: 5 days, 8:12:51, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3506, top1_acc: 0.4570, top5_acc: 0.7117, loss_cls: 2.3468, loss: 3.6973, grad_norm: 6.5538 2021-07-04 15:14:26,407 - mmaction - INFO - Epoch [36][2520/3757] lr: 1.000e-02, eta: 5 days, 8:12:29, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2792, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1803, loss: 3.4595, grad_norm: 6.7207 2021-07-04 15:14:47,654 - mmaction - INFO - Epoch [36][2540/3757] lr: 1.000e-02, eta: 5 days, 8:12:07, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3458, top1_acc: 0.4750, top5_acc: 0.7102, loss_cls: 2.3158, loss: 3.6616, grad_norm: 6.5292 2021-07-04 15:15:08,613 - mmaction - INFO - Epoch [36][2560/3757] lr: 1.000e-02, eta: 5 days, 8:11:44, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2979, top1_acc: 0.4781, top5_acc: 0.7320, loss_cls: 2.2554, loss: 3.5533, grad_norm: 6.4500 2021-07-04 15:15:29,977 - mmaction - INFO - Epoch [36][2580/3757] lr: 1.000e-02, eta: 5 days, 8:11:22, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3197, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2523, loss: 3.5720, grad_norm: 6.6293 2021-07-04 15:15:51,712 - mmaction - INFO - Epoch [36][2600/3757] lr: 1.000e-02, eta: 5 days, 8:11:01, time: 1.087, data_time: 0.005, memory: 6921, loss_aux: 1.2746, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2030, loss: 3.4776, grad_norm: 6.4320 2021-07-04 15:16:13,913 - mmaction - INFO - Epoch [36][2620/3757] lr: 1.000e-02, eta: 5 days, 8:10:42, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.3570, top1_acc: 0.4773, top5_acc: 0.7078, loss_cls: 2.3260, loss: 3.6830, grad_norm: 6.6713 2021-07-04 15:16:35,353 - mmaction - INFO - Epoch [36][2640/3757] lr: 1.000e-02, eta: 5 days, 8:10:20, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.3404, top1_acc: 0.4797, top5_acc: 0.7094, loss_cls: 2.3368, loss: 3.6772, grad_norm: 6.8198 2021-07-04 15:16:56,486 - mmaction - INFO - Epoch [36][2660/3757] lr: 1.000e-02, eta: 5 days, 8:09:58, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2929, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.1693, loss: 3.4622, grad_norm: 6.3449 2021-07-04 15:17:18,367 - mmaction - INFO - Epoch [36][2680/3757] lr: 1.000e-02, eta: 5 days, 8:09:37, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.2780, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1758, loss: 3.4538, grad_norm: 6.4862 2021-07-04 15:17:39,415 - mmaction - INFO - Epoch [36][2700/3757] lr: 1.000e-02, eta: 5 days, 8:09:14, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3145, top1_acc: 0.4844, top5_acc: 0.7297, loss_cls: 2.2568, loss: 3.5713, grad_norm: 6.4853 2021-07-04 15:18:00,779 - mmaction - INFO - Epoch [36][2720/3757] lr: 1.000e-02, eta: 5 days, 8:08:53, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3113, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2683, loss: 3.5796, grad_norm: 6.6505 2021-07-04 15:18:21,955 - mmaction - INFO - Epoch [36][2740/3757] lr: 1.000e-02, eta: 5 days, 8:08:30, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3090, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2609, loss: 3.5699, grad_norm: 6.7401 2021-07-04 15:18:43,109 - mmaction - INFO - Epoch [36][2760/3757] lr: 1.000e-02, eta: 5 days, 8:08:08, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3021, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.2516, loss: 3.5537, grad_norm: 6.5643 2021-07-04 15:19:04,221 - mmaction - INFO - Epoch [36][2780/3757] lr: 1.000e-02, eta: 5 days, 8:07:45, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3125, top1_acc: 0.4727, top5_acc: 0.7219, loss_cls: 2.2564, loss: 3.5690, grad_norm: 6.5182 2021-07-04 15:19:25,450 - mmaction - INFO - Epoch [36][2800/3757] lr: 1.000e-02, eta: 5 days, 8:07:22, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.3060, top1_acc: 0.4891, top5_acc: 0.7125, loss_cls: 2.2505, loss: 3.5565, grad_norm: 6.5929 2021-07-04 15:19:47,006 - mmaction - INFO - Epoch [36][2820/3757] lr: 1.000e-02, eta: 5 days, 8:07:01, time: 1.078, data_time: 0.040, memory: 6921, loss_aux: 1.3501, top1_acc: 0.4570, top5_acc: 0.6937, loss_cls: 2.4267, loss: 3.7768, grad_norm: 6.7196 2021-07-04 15:20:08,620 - mmaction - INFO - Epoch [36][2840/3757] lr: 1.000e-02, eta: 5 days, 8:06:40, time: 1.081, data_time: 0.024, memory: 6921, loss_aux: 1.2781, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.2390, loss: 3.5171, grad_norm: 6.5376 2021-07-04 15:20:29,795 - mmaction - INFO - Epoch [36][2860/3757] lr: 1.000e-02, eta: 5 days, 8:06:18, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2960, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.2085, loss: 3.5045, grad_norm: 6.4595 2021-07-04 15:20:50,961 - mmaction - INFO - Epoch [36][2880/3757] lr: 1.000e-02, eta: 5 days, 8:05:55, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3031, top1_acc: 0.4891, top5_acc: 0.7320, loss_cls: 2.2266, loss: 3.5296, grad_norm: 6.5878 2021-07-04 15:21:12,594 - mmaction - INFO - Epoch [36][2900/3757] lr: 1.000e-02, eta: 5 days, 8:05:34, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3461, top1_acc: 0.4711, top5_acc: 0.7109, loss_cls: 2.3370, loss: 3.6831, grad_norm: 6.6787 2021-07-04 15:21:33,678 - mmaction - INFO - Epoch [36][2920/3757] lr: 1.000e-02, eta: 5 days, 8:05:11, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3240, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2894, loss: 3.6134, grad_norm: 6.5211 2021-07-04 15:21:54,688 - mmaction - INFO - Epoch [36][2940/3757] lr: 1.000e-02, eta: 5 days, 8:04:48, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3273, top1_acc: 0.4797, top5_acc: 0.7242, loss_cls: 2.2560, loss: 3.5833, grad_norm: 6.7765 2021-07-04 15:22:16,520 - mmaction - INFO - Epoch [36][2960/3757] lr: 1.000e-02, eta: 5 days, 8:04:28, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.3503, top1_acc: 0.4547, top5_acc: 0.7141, loss_cls: 2.3681, loss: 3.7184, grad_norm: 6.5819 2021-07-04 15:22:38,009 - mmaction - INFO - Epoch [36][2980/3757] lr: 1.000e-02, eta: 5 days, 8:04:06, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.3102, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2307, loss: 3.5409, grad_norm: 6.6311 2021-07-04 15:22:59,022 - mmaction - INFO - Epoch [36][3000/3757] lr: 1.000e-02, eta: 5 days, 8:03:43, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3345, top1_acc: 0.4859, top5_acc: 0.7094, loss_cls: 2.2984, loss: 3.6329, grad_norm: 6.5239 2021-07-04 15:23:20,389 - mmaction - INFO - Epoch [36][3020/3757] lr: 1.000e-02, eta: 5 days, 8:03:21, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2924, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.2164, loss: 3.5087, grad_norm: 6.5095 2021-07-04 15:23:41,667 - mmaction - INFO - Epoch [36][3040/3757] lr: 1.000e-02, eta: 5 days, 8:02:59, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3303, top1_acc: 0.4820, top5_acc: 0.7047, loss_cls: 2.3321, loss: 3.6624, grad_norm: 6.6247 2021-07-04 15:24:02,809 - mmaction - INFO - Epoch [36][3060/3757] lr: 1.000e-02, eta: 5 days, 8:02:37, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3727, top1_acc: 0.4773, top5_acc: 0.6828, loss_cls: 2.4204, loss: 3.7931, grad_norm: 6.5474 2021-07-04 15:24:25,359 - mmaction - INFO - Epoch [36][3080/3757] lr: 1.000e-02, eta: 5 days, 8:02:18, time: 1.125, data_time: 0.004, memory: 6921, loss_aux: 1.3854, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.4088, loss: 3.7942, grad_norm: 6.7602 2021-07-04 15:24:46,569 - mmaction - INFO - Epoch [36][3100/3757] lr: 1.000e-02, eta: 5 days, 8:01:56, time: 1.063, data_time: 0.008, memory: 6921, loss_aux: 1.3295, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.3169, loss: 3.6464, grad_norm: 6.6682 2021-07-04 15:25:07,704 - mmaction - INFO - Epoch [36][3120/3757] lr: 1.000e-02, eta: 5 days, 8:01:34, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2775, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.1783, loss: 3.4558, grad_norm: 6.4839 2021-07-04 15:25:28,918 - mmaction - INFO - Epoch [36][3140/3757] lr: 1.000e-02, eta: 5 days, 8:01:11, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3793, top1_acc: 0.4773, top5_acc: 0.6898, loss_cls: 2.3772, loss: 3.7565, grad_norm: 6.5629 2021-07-04 15:25:50,266 - mmaction - INFO - Epoch [36][3160/3757] lr: 1.000e-02, eta: 5 days, 8:00:49, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3502, top1_acc: 0.4930, top5_acc: 0.7055, loss_cls: 2.3222, loss: 3.6724, grad_norm: 6.5101 2021-07-04 15:26:11,448 - mmaction - INFO - Epoch [36][3180/3757] lr: 1.000e-02, eta: 5 days, 8:00:27, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3222, top1_acc: 0.4859, top5_acc: 0.7234, loss_cls: 2.2639, loss: 3.5861, grad_norm: 6.5024 2021-07-04 15:26:32,726 - mmaction - INFO - Epoch [36][3200/3757] lr: 1.000e-02, eta: 5 days, 8:00:05, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3666, top1_acc: 0.4562, top5_acc: 0.6977, loss_cls: 2.4004, loss: 3.7670, grad_norm: 6.7811 2021-07-04 15:26:53,783 - mmaction - INFO - Epoch [36][3220/3757] lr: 1.000e-02, eta: 5 days, 7:59:42, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3238, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.3297, loss: 3.6534, grad_norm: 6.6123 2021-07-04 15:27:15,984 - mmaction - INFO - Epoch [36][3240/3757] lr: 1.000e-02, eta: 5 days, 7:59:22, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.3103, top1_acc: 0.4672, top5_acc: 0.7070, loss_cls: 2.3113, loss: 3.6216, grad_norm: 6.4557 2021-07-04 15:27:37,941 - mmaction - INFO - Epoch [36][3260/3757] lr: 1.000e-02, eta: 5 days, 7:59:02, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.2984, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2610, loss: 3.5594, grad_norm: 6.3767 2021-07-04 15:27:59,087 - mmaction - INFO - Epoch [36][3280/3757] lr: 1.000e-02, eta: 5 days, 7:58:40, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3596, top1_acc: 0.4594, top5_acc: 0.6992, loss_cls: 2.3693, loss: 3.7289, grad_norm: 6.5079 2021-07-04 15:28:21,669 - mmaction - INFO - Epoch [36][3300/3757] lr: 1.000e-02, eta: 5 days, 7:58:22, time: 1.130, data_time: 0.004, memory: 6921, loss_aux: 1.3316, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2824, loss: 3.6141, grad_norm: 6.5849 2021-07-04 15:28:42,652 - mmaction - INFO - Epoch [36][3320/3757] lr: 1.000e-02, eta: 5 days, 7:57:59, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2830, top1_acc: 0.4820, top5_acc: 0.7359, loss_cls: 2.2117, loss: 3.4947, grad_norm: 6.5997 2021-07-04 15:29:03,727 - mmaction - INFO - Epoch [36][3340/3757] lr: 1.000e-02, eta: 5 days, 7:57:36, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3094, top1_acc: 0.5023, top5_acc: 0.7273, loss_cls: 2.2395, loss: 3.5489, grad_norm: 6.5691 2021-07-04 15:29:25,243 - mmaction - INFO - Epoch [36][3360/3757] lr: 1.000e-02, eta: 5 days, 7:57:15, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3315, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.2985, loss: 3.6300, grad_norm: 6.5940 2021-07-04 15:29:46,304 - mmaction - INFO - Epoch [36][3380/3757] lr: 1.000e-02, eta: 5 days, 7:56:52, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3330, top1_acc: 0.4602, top5_acc: 0.7063, loss_cls: 2.3532, loss: 3.6862, grad_norm: 6.6993 2021-07-04 15:30:07,421 - mmaction - INFO - Epoch [36][3400/3757] lr: 1.000e-02, eta: 5 days, 7:56:29, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3532, top1_acc: 0.4852, top5_acc: 0.7086, loss_cls: 2.3244, loss: 3.6776, grad_norm: 6.6577 2021-07-04 15:30:28,644 - mmaction - INFO - Epoch [36][3420/3757] lr: 1.000e-02, eta: 5 days, 7:56:07, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3175, top1_acc: 0.5023, top5_acc: 0.7188, loss_cls: 2.2472, loss: 3.5647, grad_norm: 6.5353 2021-07-04 15:30:49,931 - mmaction - INFO - Epoch [36][3440/3757] lr: 1.000e-02, eta: 5 days, 7:55:45, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2845, top1_acc: 0.4914, top5_acc: 0.7242, loss_cls: 2.2230, loss: 3.5075, grad_norm: 6.5625 2021-07-04 15:31:10,938 - mmaction - INFO - Epoch [36][3460/3757] lr: 1.000e-02, eta: 5 days, 7:55:22, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2888, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2346, loss: 3.5234, grad_norm: 6.4147 2021-07-04 15:31:32,298 - mmaction - INFO - Epoch [36][3480/3757] lr: 1.000e-02, eta: 5 days, 7:55:00, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3463, top1_acc: 0.4727, top5_acc: 0.7273, loss_cls: 2.2991, loss: 3.6454, grad_norm: 6.4971 2021-07-04 15:31:54,142 - mmaction - INFO - Epoch [36][3500/3757] lr: 1.000e-02, eta: 5 days, 7:54:39, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2978, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2298, loss: 3.5276, grad_norm: 6.5608 2021-07-04 15:32:15,096 - mmaction - INFO - Epoch [36][3520/3757] lr: 1.000e-02, eta: 5 days, 7:54:16, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2955, top1_acc: 0.4820, top5_acc: 0.7172, loss_cls: 2.2650, loss: 3.5605, grad_norm: 6.4936 2021-07-04 15:32:36,265 - mmaction - INFO - Epoch [36][3540/3757] lr: 1.000e-02, eta: 5 days, 7:53:54, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2949, top1_acc: 0.4688, top5_acc: 0.7242, loss_cls: 2.2705, loss: 3.5654, grad_norm: 6.5389 2021-07-04 15:32:57,416 - mmaction - INFO - Epoch [36][3560/3757] lr: 1.000e-02, eta: 5 days, 7:53:31, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3160, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.3133, loss: 3.6293, grad_norm: 6.5151 2021-07-04 15:33:18,760 - mmaction - INFO - Epoch [36][3580/3757] lr: 1.000e-02, eta: 5 days, 7:53:09, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2840, top1_acc: 0.5211, top5_acc: 0.7398, loss_cls: 2.1250, loss: 3.4091, grad_norm: 6.2890 2021-07-04 15:33:40,927 - mmaction - INFO - Epoch [36][3600/3757] lr: 1.000e-02, eta: 5 days, 7:52:50, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.3485, top1_acc: 0.4867, top5_acc: 0.7063, loss_cls: 2.3090, loss: 3.6574, grad_norm: 6.5013 2021-07-04 15:34:02,780 - mmaction - INFO - Epoch [36][3620/3757] lr: 1.000e-02, eta: 5 days, 7:52:29, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.3339, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2535, loss: 3.5875, grad_norm: 6.4873 2021-07-04 15:34:23,442 - mmaction - INFO - Epoch [36][3640/3757] lr: 1.000e-02, eta: 5 days, 7:52:05, time: 1.032, data_time: 0.002, memory: 6921, loss_aux: 1.3183, top1_acc: 0.5008, top5_acc: 0.7086, loss_cls: 2.3026, loss: 3.6209, grad_norm: 6.6188 2021-07-04 15:34:44,492 - mmaction - INFO - Epoch [36][3660/3757] lr: 1.000e-02, eta: 5 days, 7:51:42, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3106, top1_acc: 0.4875, top5_acc: 0.7000, loss_cls: 2.3045, loss: 3.6151, grad_norm: 6.5536 2021-07-04 15:35:06,686 - mmaction - INFO - Epoch [36][3680/3757] lr: 1.000e-02, eta: 5 days, 7:51:23, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.3214, top1_acc: 0.4766, top5_acc: 0.7180, loss_cls: 2.3005, loss: 3.6219, grad_norm: 6.5949 2021-07-04 15:35:27,620 - mmaction - INFO - Epoch [36][3700/3757] lr: 1.000e-02, eta: 5 days, 7:51:00, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 1.3372, top1_acc: 0.4953, top5_acc: 0.7102, loss_cls: 2.2592, loss: 3.5963, grad_norm: 6.4947 2021-07-04 15:35:48,715 - mmaction - INFO - Epoch [36][3720/3757] lr: 1.000e-02, eta: 5 days, 7:50:37, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3113, top1_acc: 0.5055, top5_acc: 0.7312, loss_cls: 2.1856, loss: 3.4968, grad_norm: 6.5952 2021-07-04 15:36:10,575 - mmaction - INFO - Epoch [36][3740/3757] lr: 1.000e-02, eta: 5 days, 7:50:17, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2634, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.2005, loss: 3.4638, grad_norm: 6.5951 2021-07-04 15:36:29,327 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-07-04 15:37:32,197 - mmaction - INFO - Epoch [37][20/3757] lr: 1.000e-02, eta: 5 days, 7:50:45, time: 3.066, data_time: 2.022, memory: 6921, loss_aux: 1.3158, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.3096, loss: 3.6254, grad_norm: 6.8039 2021-07-04 15:37:53,567 - mmaction - INFO - Epoch [37][40/3757] lr: 1.000e-02, eta: 5 days, 7:50:23, time: 1.067, data_time: 0.014, memory: 6921, loss_aux: 1.3013, top1_acc: 0.4820, top5_acc: 0.7281, loss_cls: 2.2077, loss: 3.5090, grad_norm: 6.7152 2021-07-04 15:38:15,548 - mmaction - INFO - Epoch [37][60/3757] lr: 1.000e-02, eta: 5 days, 7:50:03, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.2851, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.1982, loss: 3.4833, grad_norm: 6.6061 2021-07-04 15:38:37,121 - mmaction - INFO - Epoch [37][80/3757] lr: 1.000e-02, eta: 5 days, 7:49:42, time: 1.081, data_time: 0.015, memory: 6921, loss_aux: 1.2583, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.2018, loss: 3.4601, grad_norm: 6.5564 2021-07-04 15:38:58,893 - mmaction - INFO - Epoch [37][100/3757] lr: 1.000e-02, eta: 5 days, 7:49:22, time: 1.088, data_time: 0.007, memory: 6921, loss_aux: 1.2881, top1_acc: 0.5055, top5_acc: 0.7195, loss_cls: 2.1866, loss: 3.4747, grad_norm: 6.5240 2021-07-04 15:39:20,953 - mmaction - INFO - Epoch [37][120/3757] lr: 1.000e-02, eta: 5 days, 7:49:02, time: 1.102, data_time: 0.006, memory: 6921, loss_aux: 1.2789, top1_acc: 0.4867, top5_acc: 0.7289, loss_cls: 2.1683, loss: 3.4473, grad_norm: 6.5175 2021-07-04 15:39:43,523 - mmaction - INFO - Epoch [37][140/3757] lr: 1.000e-02, eta: 5 days, 7:48:44, time: 1.128, data_time: 0.026, memory: 6921, loss_aux: 1.3179, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2750, loss: 3.5929, grad_norm: 6.8790 2021-07-04 15:40:04,730 - mmaction - INFO - Epoch [37][160/3757] lr: 1.000e-02, eta: 5 days, 7:48:21, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3484, top1_acc: 0.4703, top5_acc: 0.7047, loss_cls: 2.3425, loss: 3.6909, grad_norm: 6.8099 2021-07-04 15:40:26,922 - mmaction - INFO - Epoch [37][180/3757] lr: 1.000e-02, eta: 5 days, 7:48:02, time: 1.110, data_time: 0.005, memory: 6921, loss_aux: 1.3509, top1_acc: 0.4883, top5_acc: 0.7125, loss_cls: 2.3117, loss: 3.6626, grad_norm: 6.6394 2021-07-04 15:40:48,280 - mmaction - INFO - Epoch [37][200/3757] lr: 1.000e-02, eta: 5 days, 7:47:40, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.2705, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1862, loss: 3.4568, grad_norm: 6.4566 2021-07-04 15:41:09,708 - mmaction - INFO - Epoch [37][220/3757] lr: 1.000e-02, eta: 5 days, 7:47:18, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.3007, top1_acc: 0.4992, top5_acc: 0.7203, loss_cls: 2.2352, loss: 3.5359, grad_norm: 6.6104 2021-07-04 15:41:32,033 - mmaction - INFO - Epoch [37][240/3757] lr: 1.000e-02, eta: 5 days, 7:47:00, time: 1.117, data_time: 0.068, memory: 6921, loss_aux: 1.2833, top1_acc: 0.5023, top5_acc: 0.7273, loss_cls: 2.2034, loss: 3.4867, grad_norm: 6.5772 2021-07-04 15:41:53,149 - mmaction - INFO - Epoch [37][260/3757] lr: 1.000e-02, eta: 5 days, 7:46:37, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2910, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2499, loss: 3.5409, grad_norm: 6.5391 2021-07-04 15:42:14,288 - mmaction - INFO - Epoch [37][280/3757] lr: 1.000e-02, eta: 5 days, 7:46:14, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2938, top1_acc: 0.4906, top5_acc: 0.7180, loss_cls: 2.2226, loss: 3.5164, grad_norm: 6.3302 2021-07-04 15:42:36,431 - mmaction - INFO - Epoch [37][300/3757] lr: 1.000e-02, eta: 5 days, 7:45:55, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.3285, top1_acc: 0.4859, top5_acc: 0.7031, loss_cls: 2.3140, loss: 3.6425, grad_norm: 6.5809 2021-07-04 15:42:58,826 - mmaction - INFO - Epoch [37][320/3757] lr: 1.000e-02, eta: 5 days, 7:45:36, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.3196, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2127, loss: 3.5323, grad_norm: 6.5275 2021-07-04 15:43:20,269 - mmaction - INFO - Epoch [37][340/3757] lr: 1.000e-02, eta: 5 days, 7:45:15, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2823, top1_acc: 0.4922, top5_acc: 0.7461, loss_cls: 2.2017, loss: 3.4840, grad_norm: 6.5947 2021-07-04 15:43:42,223 - mmaction - INFO - Epoch [37][360/3757] lr: 1.000e-02, eta: 5 days, 7:44:55, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.2918, top1_acc: 0.5109, top5_acc: 0.7242, loss_cls: 2.2000, loss: 3.4918, grad_norm: 6.3876 2021-07-04 15:44:03,736 - mmaction - INFO - Epoch [37][380/3757] lr: 1.000e-02, eta: 5 days, 7:44:33, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.3469, top1_acc: 0.4906, top5_acc: 0.7164, loss_cls: 2.2993, loss: 3.6462, grad_norm: 6.6007 2021-07-04 15:44:24,981 - mmaction - INFO - Epoch [37][400/3757] lr: 1.000e-02, eta: 5 days, 7:44:11, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.2976, top1_acc: 0.5250, top5_acc: 0.7422, loss_cls: 2.1456, loss: 3.4432, grad_norm: 6.4507 2021-07-04 15:44:46,440 - mmaction - INFO - Epoch [37][420/3757] lr: 1.000e-02, eta: 5 days, 7:43:49, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.2479, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 2.0592, loss: 3.3071, grad_norm: 6.6641 2021-07-04 15:45:08,589 - mmaction - INFO - Epoch [37][440/3757] lr: 1.000e-02, eta: 5 days, 7:43:30, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.2912, top1_acc: 0.5031, top5_acc: 0.7195, loss_cls: 2.2407, loss: 3.5319, grad_norm: 6.6274 2021-07-04 15:45:30,387 - mmaction - INFO - Epoch [37][460/3757] lr: 1.000e-02, eta: 5 days, 7:43:09, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.3085, top1_acc: 0.4883, top5_acc: 0.7344, loss_cls: 2.1984, loss: 3.5069, grad_norm: 6.4198 2021-07-04 15:45:52,175 - mmaction - INFO - Epoch [37][480/3757] lr: 1.000e-02, eta: 5 days, 7:42:49, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.2913, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.2244, loss: 3.5157, grad_norm: 6.6825 2021-07-04 15:46:13,420 - mmaction - INFO - Epoch [37][500/3757] lr: 1.000e-02, eta: 5 days, 7:42:26, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3205, top1_acc: 0.4977, top5_acc: 0.7234, loss_cls: 2.2426, loss: 3.5631, grad_norm: 6.5942 2021-07-04 15:46:34,848 - mmaction - INFO - Epoch [37][520/3757] lr: 1.000e-02, eta: 5 days, 7:42:05, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2966, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.2045, loss: 3.5011, grad_norm: 6.7421 2021-07-04 15:46:56,846 - mmaction - INFO - Epoch [37][540/3757] lr: 1.000e-02, eta: 5 days, 7:41:45, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.3347, top1_acc: 0.4945, top5_acc: 0.7258, loss_cls: 2.2566, loss: 3.5913, grad_norm: 6.7035 2021-07-04 15:47:17,898 - mmaction - INFO - Epoch [37][560/3757] lr: 1.000e-02, eta: 5 days, 7:41:22, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3109, top1_acc: 0.4945, top5_acc: 0.7211, loss_cls: 2.1915, loss: 3.5025, grad_norm: 6.6434 2021-07-04 15:47:40,566 - mmaction - INFO - Epoch [37][580/3757] lr: 1.000e-02, eta: 5 days, 7:41:04, time: 1.135, data_time: 0.004, memory: 6921, loss_aux: 1.3133, top1_acc: 0.4945, top5_acc: 0.7172, loss_cls: 2.2178, loss: 3.5312, grad_norm: 6.4292 2021-07-04 15:48:01,760 - mmaction - INFO - Epoch [37][600/3757] lr: 1.000e-02, eta: 5 days, 7:40:42, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2975, top1_acc: 0.5039, top5_acc: 0.7250, loss_cls: 2.2331, loss: 3.5307, grad_norm: 6.5382 2021-07-04 15:48:23,348 - mmaction - INFO - Epoch [37][620/3757] lr: 1.000e-02, eta: 5 days, 7:40:21, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3278, top1_acc: 0.4914, top5_acc: 0.7188, loss_cls: 2.2662, loss: 3.5940, grad_norm: 6.4012 2021-07-04 15:48:45,791 - mmaction - INFO - Epoch [37][640/3757] lr: 1.000e-02, eta: 5 days, 7:40:02, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 1.2270, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.0929, loss: 3.3200, grad_norm: 6.4998 2021-07-04 15:49:06,969 - mmaction - INFO - Epoch [37][660/3757] lr: 1.000e-02, eta: 5 days, 7:39:40, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3105, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.2239, loss: 3.5345, grad_norm: 6.5714 2021-07-04 15:49:29,079 - mmaction - INFO - Epoch [37][680/3757] lr: 1.000e-02, eta: 5 days, 7:39:20, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.2862, top1_acc: 0.4766, top5_acc: 0.7188, loss_cls: 2.2587, loss: 3.5449, grad_norm: 6.6175 2021-07-04 15:49:50,218 - mmaction - INFO - Epoch [37][700/3757] lr: 1.000e-02, eta: 5 days, 7:38:57, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2868, top1_acc: 0.4930, top5_acc: 0.7195, loss_cls: 2.2557, loss: 3.5425, grad_norm: 6.5199 2021-07-04 15:50:11,835 - mmaction - INFO - Epoch [37][720/3757] lr: 1.000e-02, eta: 5 days, 7:38:36, time: 1.082, data_time: 0.009, memory: 6921, loss_aux: 1.3201, top1_acc: 0.4836, top5_acc: 0.7070, loss_cls: 2.2750, loss: 3.5951, grad_norm: 6.4630 2021-07-04 15:50:33,039 - mmaction - INFO - Epoch [37][740/3757] lr: 1.000e-02, eta: 5 days, 7:38:14, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3242, top1_acc: 0.5008, top5_acc: 0.7219, loss_cls: 2.2538, loss: 3.5779, grad_norm: 6.5614 2021-07-04 15:50:55,521 - mmaction - INFO - Epoch [37][760/3757] lr: 1.000e-02, eta: 5 days, 7:37:56, time: 1.124, data_time: 0.059, memory: 6921, loss_aux: 1.2561, top1_acc: 0.5055, top5_acc: 0.7359, loss_cls: 2.1619, loss: 3.4180, grad_norm: 6.4325 2021-07-04 15:51:16,591 - mmaction - INFO - Epoch [37][780/3757] lr: 1.000e-02, eta: 5 days, 7:37:32, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3143, top1_acc: 0.4813, top5_acc: 0.7344, loss_cls: 2.2540, loss: 3.5684, grad_norm: 6.2883 2021-07-04 15:51:37,661 - mmaction - INFO - Epoch [37][800/3757] lr: 1.000e-02, eta: 5 days, 7:37:10, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3324, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2581, loss: 3.5905, grad_norm: 6.5850 2021-07-04 15:51:59,686 - mmaction - INFO - Epoch [37][820/3757] lr: 1.000e-02, eta: 5 days, 7:36:50, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.3109, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2724, loss: 3.5833, grad_norm: 6.5268 2021-07-04 15:52:22,046 - mmaction - INFO - Epoch [37][840/3757] lr: 1.000e-02, eta: 5 days, 7:36:31, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.3338, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2597, loss: 3.5934, grad_norm: 6.5099 2021-07-04 15:52:43,932 - mmaction - INFO - Epoch [37][860/3757] lr: 1.000e-02, eta: 5 days, 7:36:11, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.2896, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2240, loss: 3.5136, grad_norm: 6.6114 2021-07-04 15:53:05,118 - mmaction - INFO - Epoch [37][880/3757] lr: 1.000e-02, eta: 5 days, 7:35:48, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2966, top1_acc: 0.4797, top5_acc: 0.7164, loss_cls: 2.2655, loss: 3.5621, grad_norm: 6.6437 2021-07-04 15:53:26,335 - mmaction - INFO - Epoch [37][900/3757] lr: 1.000e-02, eta: 5 days, 7:35:26, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2800, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2060, loss: 3.4859, grad_norm: 6.4690 2021-07-04 15:53:47,803 - mmaction - INFO - Epoch [37][920/3757] lr: 1.000e-02, eta: 5 days, 7:35:04, time: 1.072, data_time: 0.010, memory: 6921, loss_aux: 1.2711, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2181, loss: 3.4892, grad_norm: 6.4741 2021-07-04 15:54:10,264 - mmaction - INFO - Epoch [37][940/3757] lr: 1.000e-02, eta: 5 days, 7:34:46, time: 1.124, data_time: 0.081, memory: 6921, loss_aux: 1.2878, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.2029, loss: 3.4907, grad_norm: 6.3943 2021-07-04 15:54:31,987 - mmaction - INFO - Epoch [37][960/3757] lr: 1.000e-02, eta: 5 days, 7:34:25, time: 1.085, data_time: 0.033, memory: 6921, loss_aux: 1.3429, top1_acc: 0.4828, top5_acc: 0.7008, loss_cls: 2.3033, loss: 3.6462, grad_norm: 6.8183 2021-07-04 15:54:53,955 - mmaction - INFO - Epoch [37][980/3757] lr: 1.000e-02, eta: 5 days, 7:34:05, time: 1.100, data_time: 0.047, memory: 6921, loss_aux: 1.3080, top1_acc: 0.4945, top5_acc: 0.7102, loss_cls: 2.2598, loss: 3.5677, grad_norm: 6.7054 2021-07-04 15:55:16,093 - mmaction - INFO - Epoch [37][1000/3757] lr: 1.000e-02, eta: 5 days, 7:33:46, time: 1.105, data_time: 0.061, memory: 6921, loss_aux: 1.3345, top1_acc: 0.4719, top5_acc: 0.7047, loss_cls: 2.3073, loss: 3.6418, grad_norm: 6.7398 2021-07-04 15:55:37,259 - mmaction - INFO - Epoch [37][1020/3757] lr: 1.000e-02, eta: 5 days, 7:33:23, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.3364, top1_acc: 0.4695, top5_acc: 0.7211, loss_cls: 2.3207, loss: 3.6571, grad_norm: 6.6241 2021-07-04 15:55:59,444 - mmaction - INFO - Epoch [37][1040/3757] lr: 1.000e-02, eta: 5 days, 7:33:04, time: 1.109, data_time: 0.057, memory: 6921, loss_aux: 1.3033, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2162, loss: 3.5196, grad_norm: 6.3732 2021-07-04 15:56:21,164 - mmaction - INFO - Epoch [37][1060/3757] lr: 1.000e-02, eta: 5 days, 7:32:43, time: 1.088, data_time: 0.029, memory: 6921, loss_aux: 1.3235, top1_acc: 0.4813, top5_acc: 0.7070, loss_cls: 2.3020, loss: 3.6255, grad_norm: 6.5708 2021-07-04 15:56:43,049 - mmaction - INFO - Epoch [37][1080/3757] lr: 1.000e-02, eta: 5 days, 7:32:23, time: 1.093, data_time: 0.034, memory: 6921, loss_aux: 1.2932, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.1949, loss: 3.4881, grad_norm: 6.7040 2021-07-04 15:57:04,383 - mmaction - INFO - Epoch [37][1100/3757] lr: 1.000e-02, eta: 5 days, 7:32:01, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.2883, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2070, loss: 3.4952, grad_norm: 6.6055 2021-07-04 15:57:26,389 - mmaction - INFO - Epoch [37][1120/3757] lr: 1.000e-02, eta: 5 days, 7:31:41, time: 1.100, data_time: 0.012, memory: 6921, loss_aux: 1.2775, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2204, loss: 3.4979, grad_norm: 6.3762 2021-07-04 15:57:47,457 - mmaction - INFO - Epoch [37][1140/3757] lr: 1.000e-02, eta: 5 days, 7:31:18, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3075, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2456, loss: 3.5531, grad_norm: 6.5764 2021-07-04 15:58:10,154 - mmaction - INFO - Epoch [37][1160/3757] lr: 1.000e-02, eta: 5 days, 7:31:00, time: 1.136, data_time: 0.002, memory: 6921, loss_aux: 1.3043, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2704, loss: 3.5747, grad_norm: 6.5892 2021-07-04 15:58:31,896 - mmaction - INFO - Epoch [37][1180/3757] lr: 1.000e-02, eta: 5 days, 7:30:40, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.3038, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.2542, loss: 3.5580, grad_norm: 6.5069 2021-07-04 15:58:53,285 - mmaction - INFO - Epoch [37][1200/3757] lr: 1.000e-02, eta: 5 days, 7:30:18, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3028, top1_acc: 0.4984, top5_acc: 0.7477, loss_cls: 2.2116, loss: 3.5144, grad_norm: 6.3465 2021-07-04 15:59:14,878 - mmaction - INFO - Epoch [37][1220/3757] lr: 1.000e-02, eta: 5 days, 7:29:57, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.3197, top1_acc: 0.4914, top5_acc: 0.7133, loss_cls: 2.2582, loss: 3.5779, grad_norm: 6.4292 2021-07-04 15:59:36,795 - mmaction - INFO - Epoch [37][1240/3757] lr: 1.000e-02, eta: 5 days, 7:29:36, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.3088, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.2628, loss: 3.5716, grad_norm: 6.4848 2021-07-04 15:59:58,566 - mmaction - INFO - Epoch [37][1260/3757] lr: 1.000e-02, eta: 5 days, 7:29:16, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2861, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2335, loss: 3.5195, grad_norm: 6.3884 2021-07-04 16:00:20,219 - mmaction - INFO - Epoch [37][1280/3757] lr: 1.000e-02, eta: 5 days, 7:28:55, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.2587, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1287, loss: 3.3874, grad_norm: 6.3876 2021-07-04 16:00:43,230 - mmaction - INFO - Epoch [37][1300/3757] lr: 1.000e-02, eta: 5 days, 7:28:38, time: 1.150, data_time: 0.003, memory: 6921, loss_aux: 1.3252, top1_acc: 0.4586, top5_acc: 0.7117, loss_cls: 2.3122, loss: 3.6374, grad_norm: 6.6089 2021-07-04 16:01:04,417 - mmaction - INFO - Epoch [37][1320/3757] lr: 1.000e-02, eta: 5 days, 7:28:16, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3257, top1_acc: 0.4719, top5_acc: 0.7203, loss_cls: 2.3044, loss: 3.6301, grad_norm: 6.6722 2021-07-04 16:01:25,629 - mmaction - INFO - Epoch [37][1340/3757] lr: 1.000e-02, eta: 5 days, 7:27:53, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3332, top1_acc: 0.4836, top5_acc: 0.7070, loss_cls: 2.2725, loss: 3.6057, grad_norm: 6.5678 2021-07-04 16:01:46,975 - mmaction - INFO - Epoch [37][1360/3757] lr: 1.000e-02, eta: 5 days, 7:27:31, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3478, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.3091, loss: 3.6569, grad_norm: 6.4579 2021-07-04 16:02:08,566 - mmaction - INFO - Epoch [37][1380/3757] lr: 1.000e-02, eta: 5 days, 7:27:10, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2910, top1_acc: 0.4984, top5_acc: 0.7188, loss_cls: 2.2383, loss: 3.5293, grad_norm: 6.2979 2021-07-04 16:02:31,158 - mmaction - INFO - Epoch [37][1400/3757] lr: 1.000e-02, eta: 5 days, 7:26:52, time: 1.129, data_time: 0.090, memory: 6921, loss_aux: 1.3335, top1_acc: 0.4789, top5_acc: 0.7188, loss_cls: 2.2640, loss: 3.5975, grad_norm: 6.5594 2021-07-04 16:02:52,631 - mmaction - INFO - Epoch [37][1420/3757] lr: 1.000e-02, eta: 5 days, 7:26:30, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2975, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.1948, loss: 3.4922, grad_norm: 6.5579 2021-07-04 16:03:13,753 - mmaction - INFO - Epoch [37][1440/3757] lr: 1.000e-02, eta: 5 days, 7:26:08, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3665, top1_acc: 0.4609, top5_acc: 0.6930, loss_cls: 2.3807, loss: 3.7472, grad_norm: 6.6209 2021-07-04 16:03:34,741 - mmaction - INFO - Epoch [37][1460/3757] lr: 1.000e-02, eta: 5 days, 7:25:45, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2785, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1737, loss: 3.4522, grad_norm: 6.3977 2021-07-04 16:03:56,139 - mmaction - INFO - Epoch [37][1480/3757] lr: 1.000e-02, eta: 5 days, 7:25:23, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2881, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.1966, loss: 3.4846, grad_norm: 6.5659 2021-07-04 16:04:18,671 - mmaction - INFO - Epoch [37][1500/3757] lr: 1.000e-02, eta: 5 days, 7:25:05, time: 1.128, data_time: 0.005, memory: 6921, loss_aux: 1.3269, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.3231, loss: 3.6500, grad_norm: 6.8584 2021-07-04 16:04:40,621 - mmaction - INFO - Epoch [37][1520/3757] lr: 1.000e-02, eta: 5 days, 7:24:45, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2954, top1_acc: 0.5195, top5_acc: 0.7203, loss_cls: 2.1819, loss: 3.4773, grad_norm: 6.3783 2021-07-04 16:05:01,660 - mmaction - INFO - Epoch [37][1540/3757] lr: 1.000e-02, eta: 5 days, 7:24:22, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2892, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.1730, loss: 3.4622, grad_norm: 6.6447 2021-07-04 16:05:22,969 - mmaction - INFO - Epoch [37][1560/3757] lr: 1.000e-02, eta: 5 days, 7:24:00, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.3005, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2464, loss: 3.5469, grad_norm: 6.5874 2021-07-04 16:05:44,554 - mmaction - INFO - Epoch [37][1580/3757] lr: 1.000e-02, eta: 5 days, 7:23:38, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.3390, top1_acc: 0.4836, top5_acc: 0.7109, loss_cls: 2.2866, loss: 3.6256, grad_norm: 6.6229 2021-07-04 16:06:06,052 - mmaction - INFO - Epoch [37][1600/3757] lr: 1.000e-02, eta: 5 days, 7:23:17, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2914, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.1885, loss: 3.4798, grad_norm: 6.5200 2021-07-04 16:06:27,873 - mmaction - INFO - Epoch [37][1620/3757] lr: 1.000e-02, eta: 5 days, 7:22:56, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2407, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0987, loss: 3.3394, grad_norm: 6.5626 2021-07-04 16:06:48,786 - mmaction - INFO - Epoch [37][1640/3757] lr: 1.000e-02, eta: 5 days, 7:22:33, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2730, top1_acc: 0.5242, top5_acc: 0.7273, loss_cls: 2.1788, loss: 3.4518, grad_norm: 6.4512 2021-07-04 16:07:11,109 - mmaction - INFO - Epoch [37][1660/3757] lr: 1.000e-02, eta: 5 days, 7:22:14, time: 1.118, data_time: 0.006, memory: 6921, loss_aux: 1.2840, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2225, loss: 3.5065, grad_norm: 6.7358 2021-07-04 16:07:32,614 - mmaction - INFO - Epoch [37][1680/3757] lr: 1.000e-02, eta: 5 days, 7:21:53, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2961, top1_acc: 0.5125, top5_acc: 0.7219, loss_cls: 2.2437, loss: 3.5398, grad_norm: 6.5623 2021-07-04 16:07:53,796 - mmaction - INFO - Epoch [37][1700/3757] lr: 1.000e-02, eta: 5 days, 7:21:30, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3195, top1_acc: 0.4820, top5_acc: 0.7164, loss_cls: 2.3070, loss: 3.6265, grad_norm: 6.7340 2021-07-04 16:08:14,806 - mmaction - INFO - Epoch [37][1720/3757] lr: 1.000e-02, eta: 5 days, 7:21:07, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3170, top1_acc: 0.5055, top5_acc: 0.7125, loss_cls: 2.2738, loss: 3.5908, grad_norm: 6.3889 2021-07-04 16:08:36,070 - mmaction - INFO - Epoch [37][1740/3757] lr: 1.000e-02, eta: 5 days, 7:20:45, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2818, top1_acc: 0.5062, top5_acc: 0.7359, loss_cls: 2.1556, loss: 3.4374, grad_norm: 6.2815 2021-07-04 16:08:58,303 - mmaction - INFO - Epoch [37][1760/3757] lr: 1.000e-02, eta: 5 days, 7:20:26, time: 1.112, data_time: 0.001, memory: 6921, loss_aux: 1.2783, top1_acc: 0.5234, top5_acc: 0.7406, loss_cls: 2.1538, loss: 3.4321, grad_norm: 6.4943 2021-07-04 16:09:19,361 - mmaction - INFO - Epoch [37][1780/3757] lr: 1.000e-02, eta: 5 days, 7:20:03, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2660, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1830, loss: 3.4490, grad_norm: 6.3891 2021-07-04 16:09:40,338 - mmaction - INFO - Epoch [37][1800/3757] lr: 1.000e-02, eta: 5 days, 7:19:40, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.3448, top1_acc: 0.4742, top5_acc: 0.7219, loss_cls: 2.2975, loss: 3.6423, grad_norm: 6.5849 2021-07-04 16:10:02,255 - mmaction - INFO - Epoch [37][1820/3757] lr: 1.000e-02, eta: 5 days, 7:19:20, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.3037, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.2303, loss: 3.5340, grad_norm: 6.6281 2021-07-04 16:10:23,270 - mmaction - INFO - Epoch [37][1840/3757] lr: 1.000e-02, eta: 5 days, 7:18:57, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3119, top1_acc: 0.4789, top5_acc: 0.7188, loss_cls: 2.2621, loss: 3.5740, grad_norm: 6.5683 2021-07-04 16:10:44,605 - mmaction - INFO - Epoch [37][1860/3757] lr: 1.000e-02, eta: 5 days, 7:18:35, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2917, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.2793, loss: 3.5711, grad_norm: 6.3892 2021-07-04 16:11:06,370 - mmaction - INFO - Epoch [37][1880/3757] lr: 1.000e-02, eta: 5 days, 7:18:14, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.2734, top1_acc: 0.5062, top5_acc: 0.7438, loss_cls: 2.1426, loss: 3.4160, grad_norm: 6.3964 2021-07-04 16:11:28,178 - mmaction - INFO - Epoch [37][1900/3757] lr: 1.000e-02, eta: 5 days, 7:17:54, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.2885, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.2503, loss: 3.5388, grad_norm: 6.5111 2021-07-04 16:11:49,374 - mmaction - INFO - Epoch [37][1920/3757] lr: 1.000e-02, eta: 5 days, 7:17:31, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2851, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.2050, loss: 3.4901, grad_norm: 6.5864 2021-07-04 16:12:10,423 - mmaction - INFO - Epoch [37][1940/3757] lr: 1.000e-02, eta: 5 days, 7:17:08, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3669, top1_acc: 0.4453, top5_acc: 0.7070, loss_cls: 2.3752, loss: 3.7421, grad_norm: 6.8130 2021-07-04 16:12:32,035 - mmaction - INFO - Epoch [37][1960/3757] lr: 1.000e-02, eta: 5 days, 7:16:47, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.3313, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2500, loss: 3.5813, grad_norm: 6.6049 2021-07-04 16:12:54,146 - mmaction - INFO - Epoch [37][1980/3757] lr: 1.000e-02, eta: 5 days, 7:16:28, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4930, top5_acc: 0.7352, loss_cls: 2.2003, loss: 3.4973, grad_norm: 6.4508 2021-07-04 16:13:15,294 - mmaction - INFO - Epoch [37][2000/3757] lr: 1.000e-02, eta: 5 days, 7:16:05, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2901, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1859, loss: 3.4760, grad_norm: 6.5634 2021-07-04 16:13:36,679 - mmaction - INFO - Epoch [37][2020/3757] lr: 1.000e-02, eta: 5 days, 7:15:43, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3502, top1_acc: 0.4797, top5_acc: 0.7023, loss_cls: 2.3683, loss: 3.7185, grad_norm: 6.7484 2021-07-04 16:13:58,028 - mmaction - INFO - Epoch [37][2040/3757] lr: 1.000e-02, eta: 5 days, 7:15:21, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2842, top1_acc: 0.4938, top5_acc: 0.7164, loss_cls: 2.1977, loss: 3.4819, grad_norm: 6.5148 2021-07-04 16:14:19,492 - mmaction - INFO - Epoch [37][2060/3757] lr: 1.000e-02, eta: 5 days, 7:15:00, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3380, top1_acc: 0.4750, top5_acc: 0.7312, loss_cls: 2.2671, loss: 3.6051, grad_norm: 6.6930 2021-07-04 16:14:40,867 - mmaction - INFO - Epoch [37][2080/3757] lr: 1.000e-02, eta: 5 days, 7:14:38, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3284, top1_acc: 0.4852, top5_acc: 0.7195, loss_cls: 2.2613, loss: 3.5897, grad_norm: 6.5394 2021-07-04 16:15:02,023 - mmaction - INFO - Epoch [37][2100/3757] lr: 1.000e-02, eta: 5 days, 7:14:15, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.3082, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2653, loss: 3.5735, grad_norm: 6.7253 2021-07-04 16:15:23,356 - mmaction - INFO - Epoch [37][2120/3757] lr: 1.000e-02, eta: 5 days, 7:13:53, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.3548, top1_acc: 0.4742, top5_acc: 0.7203, loss_cls: 2.3373, loss: 3.6921, grad_norm: 6.7926 2021-07-04 16:15:45,495 - mmaction - INFO - Epoch [37][2140/3757] lr: 1.000e-02, eta: 5 days, 7:13:34, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.3225, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.2737, loss: 3.5963, grad_norm: 6.6862 2021-07-04 16:16:06,775 - mmaction - INFO - Epoch [37][2160/3757] lr: 1.000e-02, eta: 5 days, 7:13:11, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2983, top1_acc: 0.4773, top5_acc: 0.7305, loss_cls: 2.2337, loss: 3.5320, grad_norm: 6.7586 2021-07-04 16:16:28,913 - mmaction - INFO - Epoch [37][2180/3757] lr: 1.000e-02, eta: 5 days, 7:12:52, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.3293, top1_acc: 0.4711, top5_acc: 0.7180, loss_cls: 2.3100, loss: 3.6393, grad_norm: 6.6309 2021-07-04 16:16:50,533 - mmaction - INFO - Epoch [37][2200/3757] lr: 1.000e-02, eta: 5 days, 7:12:31, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.3305, top1_acc: 0.4773, top5_acc: 0.7289, loss_cls: 2.2150, loss: 3.5455, grad_norm: 6.8656 2021-07-04 16:17:11,682 - mmaction - INFO - Epoch [37][2220/3757] lr: 1.000e-02, eta: 5 days, 7:12:08, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3181, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.2590, loss: 3.5771, grad_norm: 6.4301 2021-07-04 16:17:33,516 - mmaction - INFO - Epoch [37][2240/3757] lr: 1.000e-02, eta: 5 days, 7:11:48, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2772, top1_acc: 0.5188, top5_acc: 0.7383, loss_cls: 2.1190, loss: 3.3963, grad_norm: 6.5899 2021-07-04 16:17:54,959 - mmaction - INFO - Epoch [37][2260/3757] lr: 1.000e-02, eta: 5 days, 7:11:26, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2435, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1168, loss: 3.3603, grad_norm: 6.5789 2021-07-04 16:18:16,340 - mmaction - INFO - Epoch [37][2280/3757] lr: 1.000e-02, eta: 5 days, 7:11:04, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3006, top1_acc: 0.4758, top5_acc: 0.7188, loss_cls: 2.2798, loss: 3.5805, grad_norm: 6.4809 2021-07-04 16:18:37,738 - mmaction - INFO - Epoch [37][2300/3757] lr: 1.000e-02, eta: 5 days, 7:10:43, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2676, top1_acc: 0.4859, top5_acc: 0.7477, loss_cls: 2.1978, loss: 3.4654, grad_norm: 6.5486 2021-07-04 16:18:58,947 - mmaction - INFO - Epoch [37][2320/3757] lr: 1.000e-02, eta: 5 days, 7:10:20, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3418, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.3124, loss: 3.6543, grad_norm: 6.5543 2021-07-04 16:19:21,169 - mmaction - INFO - Epoch [37][2340/3757] lr: 1.000e-02, eta: 5 days, 7:10:01, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.3142, top1_acc: 0.4656, top5_acc: 0.7250, loss_cls: 2.2852, loss: 3.5994, grad_norm: 6.6566 2021-07-04 16:19:42,043 - mmaction - INFO - Epoch [37][2360/3757] lr: 1.000e-02, eta: 5 days, 7:09:37, time: 1.043, data_time: 0.006, memory: 6921, loss_aux: 1.3211, top1_acc: 0.4695, top5_acc: 0.7117, loss_cls: 2.3543, loss: 3.6753, grad_norm: 6.4424 2021-07-04 16:20:03,240 - mmaction - INFO - Epoch [37][2380/3757] lr: 1.000e-02, eta: 5 days, 7:09:15, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3184, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.2680, loss: 3.5864, grad_norm: 6.5123 2021-07-04 16:20:24,453 - mmaction - INFO - Epoch [37][2400/3757] lr: 1.000e-02, eta: 5 days, 7:08:53, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2662, top1_acc: 0.5086, top5_acc: 0.7484, loss_cls: 2.1332, loss: 3.3994, grad_norm: 6.5463 2021-07-04 16:20:47,175 - mmaction - INFO - Epoch [37][2420/3757] lr: 1.000e-02, eta: 5 days, 7:08:35, time: 1.136, data_time: 0.001, memory: 6921, loss_aux: 1.2899, top1_acc: 0.4914, top5_acc: 0.7109, loss_cls: 2.2374, loss: 3.5273, grad_norm: 6.5229 2021-07-04 16:21:08,371 - mmaction - INFO - Epoch [37][2440/3757] lr: 1.000e-02, eta: 5 days, 7:08:13, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2936, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.1942, loss: 3.4877, grad_norm: 6.4370 2021-07-04 16:21:29,548 - mmaction - INFO - Epoch [37][2460/3757] lr: 1.000e-02, eta: 5 days, 7:07:50, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3074, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.2281, loss: 3.5355, grad_norm: 6.5084 2021-07-04 16:21:51,282 - mmaction - INFO - Epoch [37][2480/3757] lr: 1.000e-02, eta: 5 days, 7:07:29, time: 1.087, data_time: 0.018, memory: 6921, loss_aux: 1.3321, top1_acc: 0.4789, top5_acc: 0.7242, loss_cls: 2.2924, loss: 3.6245, grad_norm: 6.6687 2021-07-04 16:22:12,361 - mmaction - INFO - Epoch [37][2500/3757] lr: 1.000e-02, eta: 5 days, 7:07:07, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2893, top1_acc: 0.4984, top5_acc: 0.7039, loss_cls: 2.2687, loss: 3.5580, grad_norm: 6.4040 2021-07-04 16:22:34,127 - mmaction - INFO - Epoch [37][2520/3757] lr: 1.000e-02, eta: 5 days, 7:06:46, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.3099, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.2579, loss: 3.5678, grad_norm: 6.6590 2021-07-04 16:22:55,860 - mmaction - INFO - Epoch [37][2540/3757] lr: 1.000e-02, eta: 5 days, 7:06:25, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.3145, top1_acc: 0.4922, top5_acc: 0.7125, loss_cls: 2.2770, loss: 3.5914, grad_norm: 6.5609 2021-07-04 16:23:17,635 - mmaction - INFO - Epoch [37][2560/3757] lr: 1.000e-02, eta: 5 days, 7:06:05, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.3619, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.3871, loss: 3.7490, grad_norm: 6.6457 2021-07-04 16:23:39,858 - mmaction - INFO - Epoch [37][2580/3757] lr: 1.000e-02, eta: 5 days, 7:05:45, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.3436, top1_acc: 0.4789, top5_acc: 0.7078, loss_cls: 2.3433, loss: 3.6869, grad_norm: 6.5621 2021-07-04 16:24:01,033 - mmaction - INFO - Epoch [37][2600/3757] lr: 1.000e-02, eta: 5 days, 7:05:23, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3255, top1_acc: 0.4828, top5_acc: 0.7148, loss_cls: 2.2637, loss: 3.5891, grad_norm: 6.6379 2021-07-04 16:24:22,340 - mmaction - INFO - Epoch [37][2620/3757] lr: 1.000e-02, eta: 5 days, 7:05:01, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.3092, top1_acc: 0.4992, top5_acc: 0.7148, loss_cls: 2.2620, loss: 3.5711, grad_norm: 6.6203 2021-07-04 16:24:43,603 - mmaction - INFO - Epoch [37][2640/3757] lr: 1.000e-02, eta: 5 days, 7:04:38, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2712, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1453, loss: 3.4166, grad_norm: 6.4830 2021-07-04 16:25:05,524 - mmaction - INFO - Epoch [37][2660/3757] lr: 1.000e-02, eta: 5 days, 7:04:18, time: 1.097, data_time: 0.006, memory: 6921, loss_aux: 1.3407, top1_acc: 0.4531, top5_acc: 0.6883, loss_cls: 2.3691, loss: 3.7098, grad_norm: 6.6851 2021-07-04 16:25:27,172 - mmaction - INFO - Epoch [37][2680/3757] lr: 1.000e-02, eta: 5 days, 7:03:57, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2719, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.1132, loss: 3.3850, grad_norm: 6.4610 2021-07-04 16:25:49,857 - mmaction - INFO - Epoch [37][2700/3757] lr: 1.000e-02, eta: 5 days, 7:03:39, time: 1.135, data_time: 0.004, memory: 6921, loss_aux: 1.3083, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2399, loss: 3.5481, grad_norm: 6.8165 2021-07-04 16:26:12,155 - mmaction - INFO - Epoch [37][2720/3757] lr: 1.000e-02, eta: 5 days, 7:03:20, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.3373, top1_acc: 0.4750, top5_acc: 0.7055, loss_cls: 2.3084, loss: 3.6457, grad_norm: 6.6415 2021-07-04 16:26:33,057 - mmaction - INFO - Epoch [37][2740/3757] lr: 1.000e-02, eta: 5 days, 7:02:57, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2959, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.2288, loss: 3.5247, grad_norm: 6.4221 2021-07-04 16:26:54,204 - mmaction - INFO - Epoch [37][2760/3757] lr: 1.000e-02, eta: 5 days, 7:02:35, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2747, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1686, loss: 3.4433, grad_norm: 6.6771 2021-07-04 16:27:15,659 - mmaction - INFO - Epoch [37][2780/3757] lr: 1.000e-02, eta: 5 days, 7:02:13, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3251, top1_acc: 0.4844, top5_acc: 0.7133, loss_cls: 2.3241, loss: 3.6491, grad_norm: 6.7696 2021-07-04 16:27:37,361 - mmaction - INFO - Epoch [37][2800/3757] lr: 1.000e-02, eta: 5 days, 7:01:52, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.3163, top1_acc: 0.4727, top5_acc: 0.7070, loss_cls: 2.2690, loss: 3.5854, grad_norm: 6.5458 2021-07-04 16:27:59,845 - mmaction - INFO - Epoch [37][2820/3757] lr: 1.000e-02, eta: 5 days, 7:01:34, time: 1.125, data_time: 0.005, memory: 6921, loss_aux: 1.2742, top1_acc: 0.5117, top5_acc: 0.7367, loss_cls: 2.1628, loss: 3.4370, grad_norm: 6.4735 2021-07-04 16:28:21,904 - mmaction - INFO - Epoch [37][2840/3757] lr: 1.000e-02, eta: 5 days, 7:01:14, time: 1.103, data_time: 0.008, memory: 6921, loss_aux: 1.2820, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2527, loss: 3.5347, grad_norm: 6.6092 2021-07-04 16:28:42,863 - mmaction - INFO - Epoch [37][2860/3757] lr: 1.000e-02, eta: 5 days, 7:00:51, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2997, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2176, loss: 3.5173, grad_norm: 6.6164 2021-07-04 16:29:04,048 - mmaction - INFO - Epoch [37][2880/3757] lr: 1.000e-02, eta: 5 days, 7:00:28, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2771, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1570, loss: 3.4342, grad_norm: 6.5826 2021-07-04 16:29:25,062 - mmaction - INFO - Epoch [37][2900/3757] lr: 1.000e-02, eta: 5 days, 7:00:05, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3239, top1_acc: 0.4930, top5_acc: 0.7164, loss_cls: 2.2793, loss: 3.6032, grad_norm: 6.7119 2021-07-04 16:29:46,498 - mmaction - INFO - Epoch [37][2920/3757] lr: 1.000e-02, eta: 5 days, 6:59:44, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3584, top1_acc: 0.4836, top5_acc: 0.6961, loss_cls: 2.3197, loss: 3.6781, grad_norm: 6.4933 2021-07-04 16:30:08,480 - mmaction - INFO - Epoch [37][2940/3757] lr: 1.000e-02, eta: 5 days, 6:59:24, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2979, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2538, loss: 3.5517, grad_norm: 6.5935 2021-07-04 16:30:29,811 - mmaction - INFO - Epoch [37][2960/3757] lr: 1.000e-02, eta: 5 days, 6:59:01, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3235, top1_acc: 0.4727, top5_acc: 0.7109, loss_cls: 2.3019, loss: 3.6255, grad_norm: 6.7543 2021-07-04 16:30:50,789 - mmaction - INFO - Epoch [37][2980/3757] lr: 1.000e-02, eta: 5 days, 6:58:39, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2769, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1422, loss: 3.4190, grad_norm: 6.5857 2021-07-04 16:31:12,983 - mmaction - INFO - Epoch [37][3000/3757] lr: 1.000e-02, eta: 5 days, 6:58:19, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.3031, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2091, loss: 3.5121, grad_norm: 6.5626 2021-07-04 16:31:34,692 - mmaction - INFO - Epoch [37][3020/3757] lr: 1.000e-02, eta: 5 days, 6:57:58, time: 1.085, data_time: 0.047, memory: 6921, loss_aux: 1.2539, top1_acc: 0.5055, top5_acc: 0.7320, loss_cls: 2.1731, loss: 3.4270, grad_norm: 6.4642 2021-07-04 16:31:56,283 - mmaction - INFO - Epoch [37][3040/3757] lr: 1.000e-02, eta: 5 days, 6:57:37, time: 1.079, data_time: 0.015, memory: 6921, loss_aux: 1.2991, top1_acc: 0.4906, top5_acc: 0.7188, loss_cls: 2.2369, loss: 3.5360, grad_norm: 6.6035 2021-07-04 16:32:18,279 - mmaction - INFO - Epoch [37][3060/3757] lr: 1.000e-02, eta: 5 days, 6:57:17, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2762, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1504, loss: 3.4266, grad_norm: 6.6120 2021-07-04 16:32:39,502 - mmaction - INFO - Epoch [37][3080/3757] lr: 1.000e-02, eta: 5 days, 6:56:55, time: 1.060, data_time: 0.007, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2651, loss: 3.5716, grad_norm: 6.5501 2021-07-04 16:33:01,729 - mmaction - INFO - Epoch [37][3100/3757] lr: 1.000e-02, eta: 5 days, 6:56:36, time: 1.114, data_time: 0.021, memory: 6921, loss_aux: 1.2970, top1_acc: 0.4953, top5_acc: 0.7180, loss_cls: 2.2470, loss: 3.5440, grad_norm: 6.6144 2021-07-04 16:33:22,899 - mmaction - INFO - Epoch [37][3120/3757] lr: 1.000e-02, eta: 5 days, 6:56:13, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3099, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.2471, loss: 3.5570, grad_norm: 6.5839 2021-07-04 16:33:44,576 - mmaction - INFO - Epoch [37][3140/3757] lr: 1.000e-02, eta: 5 days, 6:55:52, time: 1.084, data_time: 0.034, memory: 6921, loss_aux: 1.3053, top1_acc: 0.4766, top5_acc: 0.7109, loss_cls: 2.2740, loss: 3.5794, grad_norm: 6.4807 2021-07-04 16:34:05,764 - mmaction - INFO - Epoch [37][3160/3757] lr: 1.000e-02, eta: 5 days, 6:55:30, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2991, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.2387, loss: 3.5378, grad_norm: 6.3370 2021-07-04 16:34:27,034 - mmaction - INFO - Epoch [37][3180/3757] lr: 1.000e-02, eta: 5 days, 6:55:07, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.3434, top1_acc: 0.4633, top5_acc: 0.7055, loss_cls: 2.3668, loss: 3.7102, grad_norm: 6.6336 2021-07-04 16:34:48,479 - mmaction - INFO - Epoch [37][3200/3757] lr: 1.000e-02, eta: 5 days, 6:54:46, time: 1.073, data_time: 0.027, memory: 6921, loss_aux: 1.2925, top1_acc: 0.5008, top5_acc: 0.7258, loss_cls: 2.2213, loss: 3.5138, grad_norm: 6.4964 2021-07-04 16:35:09,700 - mmaction - INFO - Epoch [37][3220/3757] lr: 1.000e-02, eta: 5 days, 6:54:23, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3980, top1_acc: 0.4648, top5_acc: 0.7039, loss_cls: 2.3704, loss: 3.7684, grad_norm: 6.7180 2021-07-04 16:35:31,424 - mmaction - INFO - Epoch [37][3240/3757] lr: 1.000e-02, eta: 5 days, 6:54:03, time: 1.087, data_time: 0.008, memory: 6921, loss_aux: 1.3667, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.3566, loss: 3.7234, grad_norm: 6.5893 2021-07-04 16:35:53,862 - mmaction - INFO - Epoch [37][3260/3757] lr: 1.000e-02, eta: 5 days, 6:53:44, time: 1.122, data_time: 0.020, memory: 6921, loss_aux: 1.3339, top1_acc: 0.4734, top5_acc: 0.6984, loss_cls: 2.3397, loss: 3.6736, grad_norm: 6.5832 2021-07-04 16:36:15,243 - mmaction - INFO - Epoch [37][3280/3757] lr: 1.000e-02, eta: 5 days, 6:53:22, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.2979, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.2171, loss: 3.5150, grad_norm: 6.4800 2021-07-04 16:36:36,499 - mmaction - INFO - Epoch [37][3300/3757] lr: 1.000e-02, eta: 5 days, 6:53:00, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2888, top1_acc: 0.4875, top5_acc: 0.7125, loss_cls: 2.2146, loss: 3.5035, grad_norm: 6.3606 2021-07-04 16:36:58,040 - mmaction - INFO - Epoch [37][3320/3757] lr: 1.000e-02, eta: 5 days, 6:52:39, time: 1.078, data_time: 0.006, memory: 6921, loss_aux: 1.3023, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.2222, loss: 3.5244, grad_norm: 6.3868 2021-07-04 16:37:19,794 - mmaction - INFO - Epoch [37][3340/3757] lr: 1.000e-02, eta: 5 days, 6:52:18, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.3468, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.2942, loss: 3.6410, grad_norm: 6.6693 2021-07-04 16:37:40,899 - mmaction - INFO - Epoch [37][3360/3757] lr: 1.000e-02, eta: 5 days, 6:51:55, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3428, top1_acc: 0.4688, top5_acc: 0.7086, loss_cls: 2.3306, loss: 3.6734, grad_norm: 6.6261 2021-07-04 16:38:01,877 - mmaction - INFO - Epoch [37][3380/3757] lr: 1.000e-02, eta: 5 days, 6:51:32, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3618, top1_acc: 0.4570, top5_acc: 0.6922, loss_cls: 2.3956, loss: 3.7574, grad_norm: 6.6362 2021-07-04 16:38:23,985 - mmaction - INFO - Epoch [37][3400/3757] lr: 1.000e-02, eta: 5 days, 6:51:13, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.3328, top1_acc: 0.4922, top5_acc: 0.7172, loss_cls: 2.2848, loss: 3.6176, grad_norm: 6.5847 2021-07-04 16:38:44,968 - mmaction - INFO - Epoch [37][3420/3757] lr: 1.000e-02, eta: 5 days, 6:50:49, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2076, loss: 3.5141, grad_norm: 6.4809 2021-07-04 16:39:06,667 - mmaction - INFO - Epoch [37][3440/3757] lr: 1.000e-02, eta: 5 days, 6:50:29, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2720, top1_acc: 0.5156, top5_acc: 0.7383, loss_cls: 2.2076, loss: 3.4797, grad_norm: 6.5590 2021-07-04 16:39:28,906 - mmaction - INFO - Epoch [37][3460/3757] lr: 1.000e-02, eta: 5 days, 6:50:09, time: 1.112, data_time: 0.005, memory: 6921, loss_aux: 1.2365, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.0960, loss: 3.3325, grad_norm: 6.4021 2021-07-04 16:39:50,459 - mmaction - INFO - Epoch [37][3480/3757] lr: 1.000e-02, eta: 5 days, 6:49:48, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.3160, top1_acc: 0.4977, top5_acc: 0.7016, loss_cls: 2.2727, loss: 3.5887, grad_norm: 6.6544 2021-07-04 16:40:11,554 - mmaction - INFO - Epoch [37][3500/3757] lr: 1.000e-02, eta: 5 days, 6:49:25, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4922, top5_acc: 0.7180, loss_cls: 2.3083, loss: 3.6148, grad_norm: 6.6300 2021-07-04 16:40:33,330 - mmaction - INFO - Epoch [37][3520/3757] lr: 1.000e-02, eta: 5 days, 6:49:05, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2930, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.2324, loss: 3.5254, grad_norm: 6.6317 2021-07-04 16:40:54,530 - mmaction - INFO - Epoch [37][3540/3757] lr: 1.000e-02, eta: 5 days, 6:48:42, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3123, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2483, loss: 3.5606, grad_norm: 6.5250 2021-07-04 16:41:16,066 - mmaction - INFO - Epoch [37][3560/3757] lr: 1.000e-02, eta: 5 days, 6:48:21, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2821, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.1557, loss: 3.4378, grad_norm: 6.4145 2021-07-04 16:41:37,712 - mmaction - INFO - Epoch [37][3580/3757] lr: 1.000e-02, eta: 5 days, 6:48:00, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.2862, top1_acc: 0.4805, top5_acc: 0.7086, loss_cls: 2.2564, loss: 3.5426, grad_norm: 6.5732 2021-07-04 16:42:00,008 - mmaction - INFO - Epoch [37][3600/3757] lr: 1.000e-02, eta: 5 days, 6:47:41, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 1.3071, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2612, loss: 3.5683, grad_norm: 6.6615 2021-07-04 16:42:21,105 - mmaction - INFO - Epoch [37][3620/3757] lr: 1.000e-02, eta: 5 days, 6:47:18, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3510, top1_acc: 0.4703, top5_acc: 0.6969, loss_cls: 2.3556, loss: 3.7067, grad_norm: 6.6326 2021-07-04 16:42:42,889 - mmaction - INFO - Epoch [37][3640/3757] lr: 1.000e-02, eta: 5 days, 6:46:58, time: 1.089, data_time: 0.001, memory: 6921, loss_aux: 1.2853, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1617, loss: 3.4469, grad_norm: 6.4761 2021-07-04 16:43:03,825 - mmaction - INFO - Epoch [37][3660/3757] lr: 1.000e-02, eta: 5 days, 6:46:34, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3261, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.2732, loss: 3.5993, grad_norm: 6.6561 2021-07-04 16:43:25,477 - mmaction - INFO - Epoch [37][3680/3757] lr: 1.000e-02, eta: 5 days, 6:46:13, time: 1.083, data_time: 0.005, memory: 6921, loss_aux: 1.3162, top1_acc: 0.4891, top5_acc: 0.7102, loss_cls: 2.2940, loss: 3.6102, grad_norm: 6.6862 2021-07-04 16:43:48,354 - mmaction - INFO - Epoch [37][3700/3757] lr: 1.000e-02, eta: 5 days, 6:45:56, time: 1.144, data_time: 0.003, memory: 6921, loss_aux: 1.3279, top1_acc: 0.4922, top5_acc: 0.7211, loss_cls: 2.2883, loss: 3.6162, grad_norm: 6.5985 2021-07-04 16:44:09,485 - mmaction - INFO - Epoch [37][3720/3757] lr: 1.000e-02, eta: 5 days, 6:45:33, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3280, top1_acc: 0.4766, top5_acc: 0.7031, loss_cls: 2.2942, loss: 3.6222, grad_norm: 6.5619 2021-07-04 16:44:30,661 - mmaction - INFO - Epoch [37][3740/3757] lr: 1.000e-02, eta: 5 days, 6:45:11, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3226, top1_acc: 0.4922, top5_acc: 0.7188, loss_cls: 2.2604, loss: 3.5831, grad_norm: 6.5703 2021-07-04 16:44:48,988 - mmaction - INFO - Saving checkpoint at 37 epochs 2021-07-04 16:45:52,814 - mmaction - INFO - Epoch [38][20/3757] lr: 1.000e-02, eta: 5 days, 6:45:40, time: 3.108, data_time: 2.086, memory: 6921, loss_aux: 1.3160, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.2114, loss: 3.5273, grad_norm: 6.4574 2021-07-04 16:46:14,665 - mmaction - INFO - Epoch [38][40/3757] lr: 1.000e-02, eta: 5 days, 6:45:19, time: 1.093, data_time: 0.055, memory: 6921, loss_aux: 1.2916, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.2125, loss: 3.5040, grad_norm: 6.6093 2021-07-04 16:46:36,242 - mmaction - INFO - Epoch [38][60/3757] lr: 1.000e-02, eta: 5 days, 6:44:58, time: 1.078, data_time: 0.034, memory: 6921, loss_aux: 1.2914, top1_acc: 0.4789, top5_acc: 0.7352, loss_cls: 2.2608, loss: 3.5521, grad_norm: 6.6785 2021-07-04 16:46:57,345 - mmaction - INFO - Epoch [38][80/3757] lr: 1.000e-02, eta: 5 days, 6:44:35, time: 1.055, data_time: 0.008, memory: 6921, loss_aux: 1.2904, top1_acc: 0.5180, top5_acc: 0.7234, loss_cls: 2.1919, loss: 3.4823, grad_norm: 6.4285 2021-07-04 16:47:19,994 - mmaction - INFO - Epoch [38][100/3757] lr: 1.000e-02, eta: 5 days, 6:44:17, time: 1.133, data_time: 0.028, memory: 6921, loss_aux: 1.2802, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.2244, loss: 3.5046, grad_norm: 6.4167 2021-07-04 16:47:41,139 - mmaction - INFO - Epoch [38][120/3757] lr: 1.000e-02, eta: 5 days, 6:43:55, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3220, top1_acc: 0.4828, top5_acc: 0.7297, loss_cls: 2.2378, loss: 3.5598, grad_norm: 6.7106 2021-07-04 16:48:03,139 - mmaction - INFO - Epoch [38][140/3757] lr: 1.000e-02, eta: 5 days, 6:43:35, time: 1.099, data_time: 0.023, memory: 6921, loss_aux: 1.3012, top1_acc: 0.4750, top5_acc: 0.7164, loss_cls: 2.2874, loss: 3.5886, grad_norm: 6.4875 2021-07-04 16:48:24,487 - mmaction - INFO - Epoch [38][160/3757] lr: 1.000e-02, eta: 5 days, 6:43:13, time: 1.066, data_time: 0.014, memory: 6921, loss_aux: 1.3012, top1_acc: 0.4898, top5_acc: 0.7328, loss_cls: 2.2382, loss: 3.5395, grad_norm: 6.2960 2021-07-04 16:48:47,070 - mmaction - INFO - Epoch [38][180/3757] lr: 1.000e-02, eta: 5 days, 6:42:54, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 1.2818, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.1328, loss: 3.4145, grad_norm: 6.4127 2021-07-04 16:49:08,535 - mmaction - INFO - Epoch [38][200/3757] lr: 1.000e-02, eta: 5 days, 6:42:33, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.3250, top1_acc: 0.5008, top5_acc: 0.7234, loss_cls: 2.2472, loss: 3.5722, grad_norm: 6.6792 2021-07-04 16:49:30,171 - mmaction - INFO - Epoch [38][220/3757] lr: 1.000e-02, eta: 5 days, 6:42:12, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.2677, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1720, loss: 3.4397, grad_norm: 6.4194 2021-07-04 16:49:52,060 - mmaction - INFO - Epoch [38][240/3757] lr: 1.000e-02, eta: 5 days, 6:41:51, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.2990, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.1872, loss: 3.4862, grad_norm: 6.5820 2021-07-04 16:50:13,017 - mmaction - INFO - Epoch [38][260/3757] lr: 1.000e-02, eta: 5 days, 6:41:28, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3394, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.3168, loss: 3.6562, grad_norm: 6.6102 2021-07-04 16:50:34,322 - mmaction - INFO - Epoch [38][280/3757] lr: 1.000e-02, eta: 5 days, 6:41:06, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.1834, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 2.0286, loss: 3.2121, grad_norm: 6.2229 2021-07-04 16:50:57,619 - mmaction - INFO - Epoch [38][300/3757] lr: 1.000e-02, eta: 5 days, 6:40:50, time: 1.164, data_time: 0.002, memory: 6921, loss_aux: 1.3255, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2701, loss: 3.5956, grad_norm: 6.6961 2021-07-04 16:51:18,561 - mmaction - INFO - Epoch [38][320/3757] lr: 1.000e-02, eta: 5 days, 6:40:27, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2874, top1_acc: 0.5070, top5_acc: 0.7297, loss_cls: 2.1792, loss: 3.4666, grad_norm: 6.4552 2021-07-04 16:51:39,675 - mmaction - INFO - Epoch [38][340/3757] lr: 1.000e-02, eta: 5 days, 6:40:04, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3384, top1_acc: 0.4852, top5_acc: 0.7086, loss_cls: 2.3301, loss: 3.6685, grad_norm: 6.7988 2021-07-04 16:52:00,865 - mmaction - INFO - Epoch [38][360/3757] lr: 1.000e-02, eta: 5 days, 6:39:42, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3027, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.1850, loss: 3.4877, grad_norm: 6.5636 2021-07-04 16:52:23,088 - mmaction - INFO - Epoch [38][380/3757] lr: 1.000e-02, eta: 5 days, 6:39:23, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 1.2979, top1_acc: 0.4867, top5_acc: 0.7328, loss_cls: 2.2463, loss: 3.5443, grad_norm: 6.5041 2021-07-04 16:52:44,216 - mmaction - INFO - Epoch [38][400/3757] lr: 1.000e-02, eta: 5 days, 6:39:00, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3299, top1_acc: 0.4734, top5_acc: 0.7070, loss_cls: 2.3247, loss: 3.6547, grad_norm: 6.7940 2021-07-04 16:53:06,526 - mmaction - INFO - Epoch [38][420/3757] lr: 1.000e-02, eta: 5 days, 6:38:41, time: 1.116, data_time: 0.002, memory: 6921, loss_aux: 1.3053, top1_acc: 0.4820, top5_acc: 0.7359, loss_cls: 2.2273, loss: 3.5326, grad_norm: 6.5352 2021-07-04 16:53:27,838 - mmaction - INFO - Epoch [38][440/3757] lr: 1.000e-02, eta: 5 days, 6:38:19, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3142, top1_acc: 0.4883, top5_acc: 0.7078, loss_cls: 2.2430, loss: 3.5572, grad_norm: 6.5657 2021-07-04 16:53:49,706 - mmaction - INFO - Epoch [38][460/3757] lr: 1.000e-02, eta: 5 days, 6:37:58, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.2990, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2700, loss: 3.5690, grad_norm: 6.5816 2021-07-04 16:54:11,313 - mmaction - INFO - Epoch [38][480/3757] lr: 1.000e-02, eta: 5 days, 6:37:37, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.1818, loss: 3.4401, grad_norm: 6.4221 2021-07-04 16:54:32,380 - mmaction - INFO - Epoch [38][500/3757] lr: 1.000e-02, eta: 5 days, 6:37:14, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2788, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.1914, loss: 3.4702, grad_norm: 6.6385 2021-07-04 16:54:54,441 - mmaction - INFO - Epoch [38][520/3757] lr: 1.000e-02, eta: 5 days, 6:36:55, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2722, top1_acc: 0.5070, top5_acc: 0.7273, loss_cls: 2.1897, loss: 3.4619, grad_norm: 6.5477 2021-07-04 16:55:16,055 - mmaction - INFO - Epoch [38][540/3757] lr: 1.000e-02, eta: 5 days, 6:36:34, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2705, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.2056, loss: 3.4761, grad_norm: 6.4846 2021-07-04 16:55:37,803 - mmaction - INFO - Epoch [38][560/3757] lr: 1.000e-02, eta: 5 days, 6:36:13, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.3415, top1_acc: 0.4938, top5_acc: 0.7141, loss_cls: 2.2297, loss: 3.5712, grad_norm: 6.4857 2021-07-04 16:55:58,860 - mmaction - INFO - Epoch [38][580/3757] lr: 1.000e-02, eta: 5 days, 6:35:50, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2816, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2342, loss: 3.5157, grad_norm: 6.4517 2021-07-04 16:56:21,152 - mmaction - INFO - Epoch [38][600/3757] lr: 1.000e-02, eta: 5 days, 6:35:31, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 1.3537, top1_acc: 0.4734, top5_acc: 0.7242, loss_cls: 2.2826, loss: 3.6364, grad_norm: 6.6260 2021-07-04 16:56:42,542 - mmaction - INFO - Epoch [38][620/3757] lr: 1.000e-02, eta: 5 days, 6:35:09, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2499, top1_acc: 0.5258, top5_acc: 0.7352, loss_cls: 2.1342, loss: 3.3841, grad_norm: 6.5066 2021-07-04 16:57:04,103 - mmaction - INFO - Epoch [38][640/3757] lr: 1.000e-02, eta: 5 days, 6:34:48, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2440, top1_acc: 0.5250, top5_acc: 0.7367, loss_cls: 2.1089, loss: 3.3529, grad_norm: 6.4723 2021-07-04 16:57:25,560 - mmaction - INFO - Epoch [38][660/3757] lr: 1.000e-02, eta: 5 days, 6:34:26, time: 1.075, data_time: 0.006, memory: 6921, loss_aux: 1.3087, top1_acc: 0.4969, top5_acc: 0.7094, loss_cls: 2.2550, loss: 3.5636, grad_norm: 6.6621 2021-07-04 16:57:47,134 - mmaction - INFO - Epoch [38][680/3757] lr: 1.000e-02, eta: 5 days, 6:34:05, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2937, top1_acc: 0.4875, top5_acc: 0.7180, loss_cls: 2.2529, loss: 3.5466, grad_norm: 6.5778 2021-07-04 16:58:08,638 - mmaction - INFO - Epoch [38][700/3757] lr: 1.000e-02, eta: 5 days, 6:33:43, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.2958, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1687, loss: 3.4645, grad_norm: 6.6283 2021-07-04 16:58:30,815 - mmaction - INFO - Epoch [38][720/3757] lr: 1.000e-02, eta: 5 days, 6:33:24, time: 1.109, data_time: 0.006, memory: 6921, loss_aux: 1.3246, top1_acc: 0.4852, top5_acc: 0.7117, loss_cls: 2.2943, loss: 3.6189, grad_norm: 6.4557 2021-07-04 16:58:51,865 - mmaction - INFO - Epoch [38][740/3757] lr: 1.000e-02, eta: 5 days, 6:33:01, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2662, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1321, loss: 3.3983, grad_norm: 6.4219 2021-07-04 16:59:13,088 - mmaction - INFO - Epoch [38][760/3757] lr: 1.000e-02, eta: 5 days, 6:32:39, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3055, top1_acc: 0.4961, top5_acc: 0.7344, loss_cls: 2.2272, loss: 3.5327, grad_norm: 6.7056 2021-07-04 16:59:35,450 - mmaction - INFO - Epoch [38][780/3757] lr: 1.000e-02, eta: 5 days, 6:32:20, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 1.2562, top1_acc: 0.5055, top5_acc: 0.7484, loss_cls: 2.1383, loss: 3.3945, grad_norm: 6.4551 2021-07-04 16:59:56,505 - mmaction - INFO - Epoch [38][800/3757] lr: 1.000e-02, eta: 5 days, 6:31:57, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2824, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.1892, loss: 3.4716, grad_norm: 6.4587 2021-07-04 17:00:18,038 - mmaction - INFO - Epoch [38][820/3757] lr: 1.000e-02, eta: 5 days, 6:31:35, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.3546, top1_acc: 0.4828, top5_acc: 0.7055, loss_cls: 2.3299, loss: 3.6845, grad_norm: 6.5905 2021-07-04 17:00:39,949 - mmaction - INFO - Epoch [38][840/3757] lr: 1.000e-02, eta: 5 days, 6:31:15, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.2763, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1737, loss: 3.4500, grad_norm: 6.8685 2021-07-04 17:01:01,095 - mmaction - INFO - Epoch [38][860/3757] lr: 1.000e-02, eta: 5 days, 6:30:53, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3229, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.2493, loss: 3.5722, grad_norm: 6.7229 2021-07-04 17:01:22,242 - mmaction - INFO - Epoch [38][880/3757] lr: 1.000e-02, eta: 5 days, 6:30:30, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3001, top1_acc: 0.4930, top5_acc: 0.7258, loss_cls: 2.2240, loss: 3.5240, grad_norm: 6.5753 2021-07-04 17:01:43,943 - mmaction - INFO - Epoch [38][900/3757] lr: 1.000e-02, eta: 5 days, 6:30:09, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.3127, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.2078, loss: 3.5205, grad_norm: 6.5408 2021-07-04 17:02:05,840 - mmaction - INFO - Epoch [38][920/3757] lr: 1.000e-02, eta: 5 days, 6:29:49, time: 1.098, data_time: 0.008, memory: 6921, loss_aux: 1.3020, top1_acc: 0.5031, top5_acc: 0.7172, loss_cls: 2.2564, loss: 3.5584, grad_norm: 6.4945 2021-07-04 17:02:27,196 - mmaction - INFO - Epoch [38][940/3757] lr: 1.000e-02, eta: 5 days, 6:29:27, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.2818, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2011, loss: 3.4829, grad_norm: 6.6072 2021-07-04 17:02:48,614 - mmaction - INFO - Epoch [38][960/3757] lr: 1.000e-02, eta: 5 days, 6:29:05, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2784, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.1656, loss: 3.4440, grad_norm: 6.7283 2021-07-04 17:03:09,999 - mmaction - INFO - Epoch [38][980/3757] lr: 1.000e-02, eta: 5 days, 6:28:43, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2952, top1_acc: 0.5094, top5_acc: 0.7289, loss_cls: 2.2046, loss: 3.4998, grad_norm: 6.5458 2021-07-04 17:03:32,053 - mmaction - INFO - Epoch [38][1000/3757] lr: 1.000e-02, eta: 5 days, 6:28:24, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.3362, top1_acc: 0.4766, top5_acc: 0.7234, loss_cls: 2.2561, loss: 3.5923, grad_norm: 6.5784 2021-07-04 17:03:53,193 - mmaction - INFO - Epoch [38][1020/3757] lr: 1.000e-02, eta: 5 days, 6:28:01, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3038, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2648, loss: 3.5687, grad_norm: 6.6729 2021-07-04 17:04:15,251 - mmaction - INFO - Epoch [38][1040/3757] lr: 1.000e-02, eta: 5 days, 6:27:41, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.2863, top1_acc: 0.4992, top5_acc: 0.7266, loss_cls: 2.2097, loss: 3.4961, grad_norm: 6.5008 2021-07-04 17:04:36,269 - mmaction - INFO - Epoch [38][1060/3757] lr: 1.000e-02, eta: 5 days, 6:27:18, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3414, top1_acc: 0.4750, top5_acc: 0.7164, loss_cls: 2.2777, loss: 3.6191, grad_norm: 6.7546 2021-07-04 17:04:58,157 - mmaction - INFO - Epoch [38][1080/3757] lr: 1.000e-02, eta: 5 days, 6:26:58, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5172, top5_acc: 0.7320, loss_cls: 2.1393, loss: 3.3960, grad_norm: 6.3478 2021-07-04 17:05:19,297 - mmaction - INFO - Epoch [38][1100/3757] lr: 1.000e-02, eta: 5 days, 6:26:35, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2955, top1_acc: 0.4789, top5_acc: 0.7320, loss_cls: 2.2393, loss: 3.5348, grad_norm: 6.6289 2021-07-04 17:05:40,334 - mmaction - INFO - Epoch [38][1120/3757] lr: 1.000e-02, eta: 5 days, 6:26:12, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.2843, loss: 3.6019, grad_norm: 6.6111 2021-07-04 17:06:01,381 - mmaction - INFO - Epoch [38][1140/3757] lr: 1.000e-02, eta: 5 days, 6:25:49, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2789, top1_acc: 0.4914, top5_acc: 0.7281, loss_cls: 2.2108, loss: 3.4897, grad_norm: 6.4561 2021-07-04 17:06:23,573 - mmaction - INFO - Epoch [38][1160/3757] lr: 1.000e-02, eta: 5 days, 6:25:30, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.2778, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.1891, loss: 3.4670, grad_norm: 6.4911 2021-07-04 17:06:44,996 - mmaction - INFO - Epoch [38][1180/3757] lr: 1.000e-02, eta: 5 days, 6:25:08, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3130, top1_acc: 0.4922, top5_acc: 0.7211, loss_cls: 2.2723, loss: 3.5852, grad_norm: 6.5873 2021-07-04 17:07:05,993 - mmaction - INFO - Epoch [38][1200/3757] lr: 1.000e-02, eta: 5 days, 6:24:45, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3252, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2475, loss: 3.5727, grad_norm: 6.5873 2021-07-04 17:07:27,220 - mmaction - INFO - Epoch [38][1220/3757] lr: 1.000e-02, eta: 5 days, 6:24:23, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2431, loss: 3.5392, grad_norm: 6.8773 2021-07-04 17:07:48,961 - mmaction - INFO - Epoch [38][1240/3757] lr: 1.000e-02, eta: 5 days, 6:24:02, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.2340, top1_acc: 0.5086, top5_acc: 0.7648, loss_cls: 2.0835, loss: 3.3175, grad_norm: 6.6660 2021-07-04 17:08:10,494 - mmaction - INFO - Epoch [38][1260/3757] lr: 1.000e-02, eta: 5 days, 6:23:41, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.3174, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.2742, loss: 3.5916, grad_norm: 6.6483 2021-07-04 17:08:32,794 - mmaction - INFO - Epoch [38][1280/3757] lr: 1.000e-02, eta: 5 days, 6:23:22, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 1.3242, top1_acc: 0.4961, top5_acc: 0.7125, loss_cls: 2.2755, loss: 3.5998, grad_norm: 6.4388 2021-07-04 17:08:54,647 - mmaction - INFO - Epoch [38][1300/3757] lr: 1.000e-02, eta: 5 days, 6:23:01, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.2889, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.1979, loss: 3.4868, grad_norm: 6.5479 2021-07-04 17:09:16,504 - mmaction - INFO - Epoch [38][1320/3757] lr: 1.000e-02, eta: 5 days, 6:22:41, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.3446, top1_acc: 0.4828, top5_acc: 0.7039, loss_cls: 2.3458, loss: 3.6904, grad_norm: 6.6855 2021-07-04 17:09:37,605 - mmaction - INFO - Epoch [38][1340/3757] lr: 1.000e-02, eta: 5 days, 6:22:18, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2977, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.2114, loss: 3.5091, grad_norm: 6.5881 2021-07-04 17:09:58,782 - mmaction - INFO - Epoch [38][1360/3757] lr: 1.000e-02, eta: 5 days, 6:21:56, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3034, top1_acc: 0.4906, top5_acc: 0.7211, loss_cls: 2.2484, loss: 3.5518, grad_norm: 6.5113 2021-07-04 17:10:20,457 - mmaction - INFO - Epoch [38][1380/3757] lr: 1.000e-02, eta: 5 days, 6:21:35, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2929, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.2176, loss: 3.5104, grad_norm: 6.6901 2021-07-04 17:10:41,836 - mmaction - INFO - Epoch [38][1400/3757] lr: 1.000e-02, eta: 5 days, 6:21:13, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3107, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.2894, loss: 3.6001, grad_norm: 6.5498 2021-07-04 17:11:03,740 - mmaction - INFO - Epoch [38][1420/3757] lr: 1.000e-02, eta: 5 days, 6:20:53, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.3404, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.3163, loss: 3.6568, grad_norm: 6.7483 2021-07-04 17:11:25,027 - mmaction - INFO - Epoch [38][1440/3757] lr: 1.000e-02, eta: 5 days, 6:20:30, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3158, top1_acc: 0.4789, top5_acc: 0.7203, loss_cls: 2.2952, loss: 3.6110, grad_norm: 6.7829 2021-07-04 17:11:46,171 - mmaction - INFO - Epoch [38][1460/3757] lr: 1.000e-02, eta: 5 days, 6:20:08, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3093, top1_acc: 0.4906, top5_acc: 0.7266, loss_cls: 2.2489, loss: 3.5583, grad_norm: 6.5942 2021-07-04 17:12:07,341 - mmaction - INFO - Epoch [38][1480/3757] lr: 1.000e-02, eta: 5 days, 6:19:45, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3658, top1_acc: 0.4641, top5_acc: 0.6961, loss_cls: 2.3878, loss: 3.7536, grad_norm: 6.6085 2021-07-04 17:12:28,624 - mmaction - INFO - Epoch [38][1500/3757] lr: 1.000e-02, eta: 5 days, 6:19:23, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3435, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2723, loss: 3.6158, grad_norm: 6.6596 2021-07-04 17:12:50,307 - mmaction - INFO - Epoch [38][1520/3757] lr: 1.000e-02, eta: 5 days, 6:19:02, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3083, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.2399, loss: 3.5483, grad_norm: 6.7079 2021-07-04 17:13:11,487 - mmaction - INFO - Epoch [38][1540/3757] lr: 1.000e-02, eta: 5 days, 6:18:40, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2699, top1_acc: 0.4984, top5_acc: 0.7258, loss_cls: 2.1888, loss: 3.4587, grad_norm: 6.4688 2021-07-04 17:13:33,026 - mmaction - INFO - Epoch [38][1560/3757] lr: 1.000e-02, eta: 5 days, 6:18:18, time: 1.079, data_time: 0.008, memory: 6921, loss_aux: 1.3229, top1_acc: 0.4914, top5_acc: 0.7164, loss_cls: 2.2481, loss: 3.5710, grad_norm: 6.6663 2021-07-04 17:13:55,625 - mmaction - INFO - Epoch [38][1580/3757] lr: 1.000e-02, eta: 5 days, 6:18:00, time: 1.131, data_time: 0.003, memory: 6921, loss_aux: 1.3070, top1_acc: 0.4820, top5_acc: 0.7484, loss_cls: 2.2177, loss: 3.5247, grad_norm: 6.5065 2021-07-04 17:14:16,733 - mmaction - INFO - Epoch [38][1600/3757] lr: 1.000e-02, eta: 5 days, 6:17:38, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.3404, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.3282, loss: 3.6686, grad_norm: 6.7002 2021-07-04 17:14:37,834 - mmaction - INFO - Epoch [38][1620/3757] lr: 1.000e-02, eta: 5 days, 6:17:15, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3348, top1_acc: 0.4664, top5_acc: 0.7109, loss_cls: 2.3272, loss: 3.6621, grad_norm: 6.8459 2021-07-04 17:14:59,029 - mmaction - INFO - Epoch [38][1640/3757] lr: 1.000e-02, eta: 5 days, 6:16:52, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2994, top1_acc: 0.5109, top5_acc: 0.7203, loss_cls: 2.2120, loss: 3.5114, grad_norm: 6.5854 2021-07-04 17:15:20,631 - mmaction - INFO - Epoch [38][1660/3757] lr: 1.000e-02, eta: 5 days, 6:16:31, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.3283, top1_acc: 0.4664, top5_acc: 0.7164, loss_cls: 2.3341, loss: 3.6624, grad_norm: 6.7342 2021-07-04 17:15:42,137 - mmaction - INFO - Epoch [38][1680/3757] lr: 1.000e-02, eta: 5 days, 6:16:10, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.3295, top1_acc: 0.4711, top5_acc: 0.7336, loss_cls: 2.2746, loss: 3.6041, grad_norm: 6.5775 2021-07-04 17:16:03,346 - mmaction - INFO - Epoch [38][1700/3757] lr: 1.000e-02, eta: 5 days, 6:15:47, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2768, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1732, loss: 3.4500, grad_norm: 6.4401 2021-07-04 17:16:25,961 - mmaction - INFO - Epoch [38][1720/3757] lr: 1.000e-02, eta: 5 days, 6:15:29, time: 1.130, data_time: 0.001, memory: 6921, loss_aux: 1.3147, top1_acc: 0.4898, top5_acc: 0.7125, loss_cls: 2.2968, loss: 3.6115, grad_norm: 6.7274 2021-07-04 17:16:47,025 - mmaction - INFO - Epoch [38][1740/3757] lr: 1.000e-02, eta: 5 days, 6:15:06, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3472, top1_acc: 0.4844, top5_acc: 0.6984, loss_cls: 2.3575, loss: 3.7047, grad_norm: 6.8059 2021-07-04 17:17:08,155 - mmaction - INFO - Epoch [38][1760/3757] lr: 1.000e-02, eta: 5 days, 6:14:44, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3510, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3134, loss: 3.6644, grad_norm: 6.4110 2021-07-04 17:17:29,286 - mmaction - INFO - Epoch [38][1780/3757] lr: 1.000e-02, eta: 5 days, 6:14:21, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2916, top1_acc: 0.4922, top5_acc: 0.7148, loss_cls: 2.2246, loss: 3.5162, grad_norm: 6.4513 2021-07-04 17:17:52,302 - mmaction - INFO - Epoch [38][1800/3757] lr: 1.000e-02, eta: 5 days, 6:14:04, time: 1.151, data_time: 0.003, memory: 6921, loss_aux: 1.3393, top1_acc: 0.4742, top5_acc: 0.7188, loss_cls: 2.3428, loss: 3.6820, grad_norm: 6.6882 2021-07-04 17:18:13,423 - mmaction - INFO - Epoch [38][1820/3757] lr: 1.000e-02, eta: 5 days, 6:13:42, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3289, top1_acc: 0.5023, top5_acc: 0.7086, loss_cls: 2.2712, loss: 3.6001, grad_norm: 6.4608 2021-07-04 17:18:34,674 - mmaction - INFO - Epoch [38][1840/3757] lr: 1.000e-02, eta: 5 days, 6:13:19, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3483, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.2667, loss: 3.6150, grad_norm: 6.6155 2021-07-04 17:18:56,359 - mmaction - INFO - Epoch [38][1860/3757] lr: 1.000e-02, eta: 5 days, 6:12:58, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.3006, top1_acc: 0.5008, top5_acc: 0.7258, loss_cls: 2.1920, loss: 3.4926, grad_norm: 6.4195 2021-07-04 17:19:18,314 - mmaction - INFO - Epoch [38][1880/3757] lr: 1.000e-02, eta: 5 days, 6:12:38, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.3214, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2706, loss: 3.5920, grad_norm: 6.6660 2021-07-04 17:19:39,772 - mmaction - INFO - Epoch [38][1900/3757] lr: 1.000e-02, eta: 5 days, 6:12:17, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3053, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.2260, loss: 3.5313, grad_norm: 6.6063 2021-07-04 17:20:01,092 - mmaction - INFO - Epoch [38][1920/3757] lr: 1.000e-02, eta: 5 days, 6:11:55, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.3799, top1_acc: 0.4672, top5_acc: 0.6953, loss_cls: 2.4116, loss: 3.7914, grad_norm: 6.7053 2021-07-04 17:20:22,407 - mmaction - INFO - Epoch [38][1940/3757] lr: 1.000e-02, eta: 5 days, 6:11:33, time: 1.065, data_time: 0.025, memory: 6921, loss_aux: 1.2517, top1_acc: 0.5234, top5_acc: 0.7320, loss_cls: 2.1430, loss: 3.3946, grad_norm: 6.5722 2021-07-04 17:20:43,626 - mmaction - INFO - Epoch [38][1960/3757] lr: 1.000e-02, eta: 5 days, 6:11:10, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3036, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.1886, loss: 3.4922, grad_norm: 6.5876 2021-07-04 17:21:05,353 - mmaction - INFO - Epoch [38][1980/3757] lr: 1.000e-02, eta: 5 days, 6:10:49, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3348, top1_acc: 0.4836, top5_acc: 0.7070, loss_cls: 2.2798, loss: 3.6145, grad_norm: 6.7478 2021-07-04 17:21:26,950 - mmaction - INFO - Epoch [38][2000/3757] lr: 1.000e-02, eta: 5 days, 6:10:28, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3565, top1_acc: 0.4742, top5_acc: 0.7148, loss_cls: 2.3273, loss: 3.6837, grad_norm: 6.6141 2021-07-04 17:21:48,290 - mmaction - INFO - Epoch [38][2020/3757] lr: 1.000e-02, eta: 5 days, 6:10:06, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3203, top1_acc: 0.4867, top5_acc: 0.7109, loss_cls: 2.3104, loss: 3.6307, grad_norm: 6.5143 2021-07-04 17:22:09,557 - mmaction - INFO - Epoch [38][2040/3757] lr: 1.000e-02, eta: 5 days, 6:09:44, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3225, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2537, loss: 3.5761, grad_norm: 6.4080 2021-07-04 17:22:31,964 - mmaction - INFO - Epoch [38][2060/3757] lr: 1.000e-02, eta: 5 days, 6:09:25, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.2737, top1_acc: 0.5133, top5_acc: 0.7297, loss_cls: 2.1433, loss: 3.4170, grad_norm: 6.4349 2021-07-04 17:22:53,250 - mmaction - INFO - Epoch [38][2080/3757] lr: 1.000e-02, eta: 5 days, 6:09:03, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3016, top1_acc: 0.4711, top5_acc: 0.7227, loss_cls: 2.2543, loss: 3.5559, grad_norm: 6.7219 2021-07-04 17:23:14,338 - mmaction - INFO - Epoch [38][2100/3757] lr: 1.000e-02, eta: 5 days, 6:08:40, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3348, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2530, loss: 3.5878, grad_norm: 6.5636 2021-07-04 17:23:35,634 - mmaction - INFO - Epoch [38][2120/3757] lr: 1.000e-02, eta: 5 days, 6:08:18, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.3751, top1_acc: 0.4727, top5_acc: 0.7031, loss_cls: 2.4377, loss: 3.8128, grad_norm: 6.6230 2021-07-04 17:23:56,882 - mmaction - INFO - Epoch [38][2140/3757] lr: 1.000e-02, eta: 5 days, 6:07:56, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3413, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.3472, loss: 3.6886, grad_norm: 6.6906 2021-07-04 17:24:18,030 - mmaction - INFO - Epoch [38][2160/3757] lr: 1.000e-02, eta: 5 days, 6:07:33, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3483, top1_acc: 0.4906, top5_acc: 0.7055, loss_cls: 2.3450, loss: 3.6933, grad_norm: 6.8631 2021-07-04 17:24:40,274 - mmaction - INFO - Epoch [38][2180/3757] lr: 1.000e-02, eta: 5 days, 6:07:14, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.3325, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.3091, loss: 3.6416, grad_norm: 6.6251 2021-07-04 17:25:01,589 - mmaction - INFO - Epoch [38][2200/3757] lr: 1.000e-02, eta: 5 days, 6:06:52, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3084, top1_acc: 0.4875, top5_acc: 0.7336, loss_cls: 2.2190, loss: 3.5274, grad_norm: 6.4863 2021-07-04 17:25:23,332 - mmaction - INFO - Epoch [38][2220/3757] lr: 1.000e-02, eta: 5 days, 6:06:31, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.2977, top1_acc: 0.4664, top5_acc: 0.7398, loss_cls: 2.2375, loss: 3.5352, grad_norm: 6.6778 2021-07-04 17:25:44,759 - mmaction - INFO - Epoch [38][2240/3757] lr: 1.000e-02, eta: 5 days, 6:06:10, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2609, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.1494, loss: 3.4103, grad_norm: 6.3411 2021-07-04 17:26:05,908 - mmaction - INFO - Epoch [38][2260/3757] lr: 1.000e-02, eta: 5 days, 6:05:47, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2964, top1_acc: 0.5008, top5_acc: 0.7188, loss_cls: 2.2111, loss: 3.5075, grad_norm: 6.6497 2021-07-04 17:26:27,695 - mmaction - INFO - Epoch [38][2280/3757] lr: 1.000e-02, eta: 5 days, 6:05:26, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.3092, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2322, loss: 3.5414, grad_norm: 6.7214 2021-07-04 17:26:49,518 - mmaction - INFO - Epoch [38][2300/3757] lr: 1.000e-02, eta: 5 days, 6:05:06, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2788, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.2292, loss: 3.5080, grad_norm: 6.5871 2021-07-04 17:27:10,996 - mmaction - INFO - Epoch [38][2320/3757] lr: 1.000e-02, eta: 5 days, 6:04:44, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.3075, top1_acc: 0.4906, top5_acc: 0.7102, loss_cls: 2.2280, loss: 3.5354, grad_norm: 6.7327 2021-07-04 17:27:33,084 - mmaction - INFO - Epoch [38][2340/3757] lr: 1.000e-02, eta: 5 days, 6:04:25, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.3007, top1_acc: 0.5023, top5_acc: 0.7203, loss_cls: 2.2237, loss: 3.5244, grad_norm: 6.6051 2021-07-04 17:27:54,666 - mmaction - INFO - Epoch [38][2360/3757] lr: 1.000e-02, eta: 5 days, 6:04:03, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2894, top1_acc: 0.5164, top5_acc: 0.7328, loss_cls: 2.1821, loss: 3.4715, grad_norm: 6.5614 2021-07-04 17:28:16,121 - mmaction - INFO - Epoch [38][2380/3757] lr: 1.000e-02, eta: 5 days, 6:03:42, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3272, top1_acc: 0.4820, top5_acc: 0.7094, loss_cls: 2.2730, loss: 3.6002, grad_norm: 6.8732 2021-07-04 17:28:37,218 - mmaction - INFO - Epoch [38][2400/3757] lr: 1.000e-02, eta: 5 days, 6:03:19, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3517, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3683, loss: 3.7200, grad_norm: 6.8277 2021-07-04 17:28:59,353 - mmaction - INFO - Epoch [38][2420/3757] lr: 1.000e-02, eta: 5 days, 6:02:59, time: 1.105, data_time: 0.061, memory: 6921, loss_aux: 1.3022, top1_acc: 0.5180, top5_acc: 0.7336, loss_cls: 2.2477, loss: 3.5500, grad_norm: 6.6432 2021-07-04 17:29:20,277 - mmaction - INFO - Epoch [38][2440/3757] lr: 1.000e-02, eta: 5 days, 6:02:36, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.2661, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.1983, loss: 3.4644, grad_norm: 6.6761 2021-07-04 17:29:42,175 - mmaction - INFO - Epoch [38][2460/3757] lr: 1.000e-02, eta: 5 days, 6:02:16, time: 1.096, data_time: 0.006, memory: 6921, loss_aux: 1.3341, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.3089, loss: 3.6430, grad_norm: 6.7989 2021-07-04 17:30:03,328 - mmaction - INFO - Epoch [38][2480/3757] lr: 1.000e-02, eta: 5 days, 6:01:53, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3099, top1_acc: 0.4867, top5_acc: 0.7055, loss_cls: 2.2743, loss: 3.5842, grad_norm: 6.5858 2021-07-04 17:30:24,575 - mmaction - INFO - Epoch [38][2500/3757] lr: 1.000e-02, eta: 5 days, 6:01:31, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3310, top1_acc: 0.4609, top5_acc: 0.7203, loss_cls: 2.3241, loss: 3.6552, grad_norm: 6.4720 2021-07-04 17:30:45,706 - mmaction - INFO - Epoch [38][2520/3757] lr: 1.000e-02, eta: 5 days, 6:01:08, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2580, top1_acc: 0.5297, top5_acc: 0.7305, loss_cls: 2.1323, loss: 3.3903, grad_norm: 6.1779 2021-07-04 17:31:06,805 - mmaction - INFO - Epoch [38][2540/3757] lr: 1.000e-02, eta: 5 days, 6:00:46, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3265, top1_acc: 0.4914, top5_acc: 0.7063, loss_cls: 2.2837, loss: 3.6102, grad_norm: 6.5080 2021-07-04 17:31:29,311 - mmaction - INFO - Epoch [38][2560/3757] lr: 1.000e-02, eta: 5 days, 6:00:27, time: 1.128, data_time: 0.081, memory: 6921, loss_aux: 1.3442, top1_acc: 0.4633, top5_acc: 0.7039, loss_cls: 2.3345, loss: 3.6786, grad_norm: 6.6392 2021-07-04 17:31:50,957 - mmaction - INFO - Epoch [38][2580/3757] lr: 1.000e-02, eta: 5 days, 6:00:06, time: 1.080, data_time: 0.037, memory: 6921, loss_aux: 1.2938, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2114, loss: 3.5052, grad_norm: 6.3902 2021-07-04 17:32:12,921 - mmaction - INFO - Epoch [38][2600/3757] lr: 1.000e-02, eta: 5 days, 5:59:46, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 1.2886, top1_acc: 0.4984, top5_acc: 0.7227, loss_cls: 2.2347, loss: 3.5233, grad_norm: 6.5425 2021-07-04 17:32:33,970 - mmaction - INFO - Epoch [38][2620/3757] lr: 1.000e-02, eta: 5 days, 5:59:23, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3262, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.3444, loss: 3.6707, grad_norm: 6.5777 2021-07-04 17:32:55,104 - mmaction - INFO - Epoch [38][2640/3757] lr: 1.000e-02, eta: 5 days, 5:59:01, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2143, top1_acc: 0.5328, top5_acc: 0.7594, loss_cls: 2.0366, loss: 3.2508, grad_norm: 6.2616 2021-07-04 17:33:16,289 - mmaction - INFO - Epoch [38][2660/3757] lr: 1.000e-02, eta: 5 days, 5:58:38, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3227, top1_acc: 0.4922, top5_acc: 0.7156, loss_cls: 2.3218, loss: 3.6445, grad_norm: 6.5547 2021-07-04 17:33:37,613 - mmaction - INFO - Epoch [38][2680/3757] lr: 1.000e-02, eta: 5 days, 5:58:16, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2764, top1_acc: 0.5086, top5_acc: 0.7242, loss_cls: 2.1935, loss: 3.4698, grad_norm: 6.3273 2021-07-04 17:34:00,669 - mmaction - INFO - Epoch [38][2700/3757] lr: 1.000e-02, eta: 5 days, 5:57:59, time: 1.154, data_time: 0.003, memory: 6921, loss_aux: 1.2809, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1641, loss: 3.4450, grad_norm: 6.3533 2021-07-04 17:34:21,529 - mmaction - INFO - Epoch [38][2720/3757] lr: 1.000e-02, eta: 5 days, 5:57:36, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.2818, top1_acc: 0.4992, top5_acc: 0.7328, loss_cls: 2.2207, loss: 3.5025, grad_norm: 6.5307 2021-07-04 17:34:42,567 - mmaction - INFO - Epoch [38][2740/3757] lr: 1.000e-02, eta: 5 days, 5:57:13, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2933, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2480, loss: 3.5413, grad_norm: 6.5570 2021-07-04 17:35:04,265 - mmaction - INFO - Epoch [38][2760/3757] lr: 1.000e-02, eta: 5 days, 5:56:52, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.3443, top1_acc: 0.4781, top5_acc: 0.7148, loss_cls: 2.3012, loss: 3.6455, grad_norm: 6.6540 2021-07-04 17:35:25,418 - mmaction - INFO - Epoch [38][2780/3757] lr: 1.000e-02, eta: 5 days, 5:56:30, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2775, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2140, loss: 3.4915, grad_norm: 6.3936 2021-07-04 17:35:46,278 - mmaction - INFO - Epoch [38][2800/3757] lr: 1.000e-02, eta: 5 days, 5:56:06, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.2694, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2254, loss: 3.4948, grad_norm: 6.4396 2021-07-04 17:36:07,448 - mmaction - INFO - Epoch [38][2820/3757] lr: 1.000e-02, eta: 5 days, 5:55:44, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3251, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.3092, loss: 3.6342, grad_norm: 6.6576 2021-07-04 17:36:29,079 - mmaction - INFO - Epoch [38][2840/3757] lr: 1.000e-02, eta: 5 days, 5:55:23, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.3515, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.3046, loss: 3.6561, grad_norm: 6.5163 2021-07-04 17:36:50,164 - mmaction - INFO - Epoch [38][2860/3757] lr: 1.000e-02, eta: 5 days, 5:55:00, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2778, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.1907, loss: 3.4685, grad_norm: 6.4222 2021-07-04 17:37:12,274 - mmaction - INFO - Epoch [38][2880/3757] lr: 1.000e-02, eta: 5 days, 5:54:40, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.3121, top1_acc: 0.4906, top5_acc: 0.7102, loss_cls: 2.2627, loss: 3.5748, grad_norm: 6.5130 2021-07-04 17:37:33,746 - mmaction - INFO - Epoch [38][2900/3757] lr: 1.000e-02, eta: 5 days, 5:54:19, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.3442, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.2645, loss: 3.6087, grad_norm: 6.7333 2021-07-04 17:37:54,918 - mmaction - INFO - Epoch [38][2920/3757] lr: 1.000e-02, eta: 5 days, 5:53:56, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3168, top1_acc: 0.4734, top5_acc: 0.7219, loss_cls: 2.2827, loss: 3.5995, grad_norm: 6.7282 2021-07-04 17:38:16,479 - mmaction - INFO - Epoch [38][2940/3757] lr: 1.000e-02, eta: 5 days, 5:53:35, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.3409, top1_acc: 0.4906, top5_acc: 0.7063, loss_cls: 2.3028, loss: 3.6437, grad_norm: 6.5950 2021-07-04 17:38:38,934 - mmaction - INFO - Epoch [38][2960/3757] lr: 1.000e-02, eta: 5 days, 5:53:16, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 1.2883, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.2345, loss: 3.5228, grad_norm: 6.4965 2021-07-04 17:38:59,973 - mmaction - INFO - Epoch [38][2980/3757] lr: 1.000e-02, eta: 5 days, 5:52:53, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3475, top1_acc: 0.4898, top5_acc: 0.7063, loss_cls: 2.3354, loss: 3.6829, grad_norm: 6.5837 2021-07-04 17:39:21,194 - mmaction - INFO - Epoch [38][3000/3757] lr: 1.000e-02, eta: 5 days, 5:52:31, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3178, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2565, loss: 3.5743, grad_norm: 6.7352 2021-07-04 17:39:42,577 - mmaction - INFO - Epoch [38][3020/3757] lr: 1.000e-02, eta: 5 days, 5:52:09, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2947, top1_acc: 0.5070, top5_acc: 0.7242, loss_cls: 2.2276, loss: 3.5223, grad_norm: 6.5059 2021-07-04 17:40:05,359 - mmaction - INFO - Epoch [38][3040/3757] lr: 1.000e-02, eta: 5 days, 5:51:51, time: 1.140, data_time: 0.005, memory: 6921, loss_aux: 1.3039, top1_acc: 0.4938, top5_acc: 0.7227, loss_cls: 2.2646, loss: 3.5685, grad_norm: 6.5706 2021-07-04 17:40:26,563 - mmaction - INFO - Epoch [38][3060/3757] lr: 1.000e-02, eta: 5 days, 5:51:29, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3270, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.3673, loss: 3.6943, grad_norm: 6.6967 2021-07-04 17:40:47,758 - mmaction - INFO - Epoch [38][3080/3757] lr: 1.000e-02, eta: 5 days, 5:51:07, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.2645, top1_acc: 0.5094, top5_acc: 0.7250, loss_cls: 2.1806, loss: 3.4451, grad_norm: 6.4047 2021-07-04 17:41:09,029 - mmaction - INFO - Epoch [38][3100/3757] lr: 1.000e-02, eta: 5 days, 5:50:44, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3558, top1_acc: 0.4734, top5_acc: 0.7047, loss_cls: 2.3124, loss: 3.6683, grad_norm: 6.6695 2021-07-04 17:41:30,154 - mmaction - INFO - Epoch [38][3120/3757] lr: 1.000e-02, eta: 5 days, 5:50:22, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3232, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.2642, loss: 3.5874, grad_norm: 6.8808 2021-07-04 17:41:51,750 - mmaction - INFO - Epoch [38][3140/3757] lr: 1.000e-02, eta: 5 days, 5:50:01, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2982, top1_acc: 0.4953, top5_acc: 0.7172, loss_cls: 2.2639, loss: 3.5622, grad_norm: 6.5521 2021-07-04 17:42:13,735 - mmaction - INFO - Epoch [38][3160/3757] lr: 1.000e-02, eta: 5 days, 5:49:41, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.3295, top1_acc: 0.4625, top5_acc: 0.6844, loss_cls: 2.3564, loss: 3.6859, grad_norm: 6.6615 2021-07-04 17:42:34,953 - mmaction - INFO - Epoch [38][3180/3757] lr: 1.000e-02, eta: 5 days, 5:49:18, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3142, top1_acc: 0.4859, top5_acc: 0.7109, loss_cls: 2.2776, loss: 3.5918, grad_norm: 6.5213 2021-07-04 17:42:56,249 - mmaction - INFO - Epoch [38][3200/3757] lr: 1.000e-02, eta: 5 days, 5:48:56, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2786, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.1920, loss: 3.4707, grad_norm: 6.5705 2021-07-04 17:43:18,026 - mmaction - INFO - Epoch [38][3220/3757] lr: 1.000e-02, eta: 5 days, 5:48:35, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.3738, top1_acc: 0.4758, top5_acc: 0.7016, loss_cls: 2.3597, loss: 3.7335, grad_norm: 6.7801 2021-07-04 17:43:39,442 - mmaction - INFO - Epoch [38][3240/3757] lr: 1.000e-02, eta: 5 days, 5:48:14, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2889, top1_acc: 0.5172, top5_acc: 0.7273, loss_cls: 2.1894, loss: 3.4784, grad_norm: 6.3646 2021-07-04 17:44:01,182 - mmaction - INFO - Epoch [38][3260/3757] lr: 1.000e-02, eta: 5 days, 5:47:53, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.2971, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2357, loss: 3.5328, grad_norm: 6.7995 2021-07-04 17:44:22,071 - mmaction - INFO - Epoch [38][3280/3757] lr: 1.000e-02, eta: 5 days, 5:47:30, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2551, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.1917, loss: 3.4468, grad_norm: 6.4693 2021-07-04 17:44:44,702 - mmaction - INFO - Epoch [38][3300/3757] lr: 1.000e-02, eta: 5 days, 5:47:11, time: 1.132, data_time: 0.003, memory: 6921, loss_aux: 1.2766, top1_acc: 0.5039, top5_acc: 0.7234, loss_cls: 2.1784, loss: 3.4550, grad_norm: 6.5662 2021-07-04 17:45:05,614 - mmaction - INFO - Epoch [38][3320/3757] lr: 1.000e-02, eta: 5 days, 5:46:48, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.3588, top1_acc: 0.4828, top5_acc: 0.7078, loss_cls: 2.3399, loss: 3.6988, grad_norm: 6.5920 2021-07-04 17:45:27,873 - mmaction - INFO - Epoch [38][3340/3757] lr: 1.000e-02, eta: 5 days, 5:46:29, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.2694, top1_acc: 0.4844, top5_acc: 0.7375, loss_cls: 2.1982, loss: 3.4676, grad_norm: 6.5282 2021-07-04 17:45:49,568 - mmaction - INFO - Epoch [38][3360/3757] lr: 1.000e-02, eta: 5 days, 5:46:08, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.3598, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3463, loss: 3.7061, grad_norm: 6.7191 2021-07-04 17:46:11,064 - mmaction - INFO - Epoch [38][3380/3757] lr: 1.000e-02, eta: 5 days, 5:45:47, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 1.2995, top1_acc: 0.5016, top5_acc: 0.7227, loss_cls: 2.2373, loss: 3.5368, grad_norm: 6.5033 2021-07-04 17:46:32,346 - mmaction - INFO - Epoch [38][3400/3757] lr: 1.000e-02, eta: 5 days, 5:45:24, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2975, top1_acc: 0.4773, top5_acc: 0.7078, loss_cls: 2.2557, loss: 3.5532, grad_norm: 6.5056 2021-07-04 17:46:53,717 - mmaction - INFO - Epoch [38][3420/3757] lr: 1.000e-02, eta: 5 days, 5:45:02, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2806, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.1921, loss: 3.4727, grad_norm: 6.5085 2021-07-04 17:47:15,410 - mmaction - INFO - Epoch [38][3440/3757] lr: 1.000e-02, eta: 5 days, 5:44:42, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.3521, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.3316, loss: 3.6837, grad_norm: 6.6344 2021-07-04 17:47:37,573 - mmaction - INFO - Epoch [38][3460/3757] lr: 1.000e-02, eta: 5 days, 5:44:22, time: 1.109, data_time: 0.018, memory: 6921, loss_aux: 1.3058, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.2537, loss: 3.5594, grad_norm: 6.4179 2021-07-04 17:47:58,517 - mmaction - INFO - Epoch [38][3480/3757] lr: 1.000e-02, eta: 5 days, 5:43:59, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.3294, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2714, loss: 3.6008, grad_norm: 6.5989 2021-07-04 17:48:21,125 - mmaction - INFO - Epoch [38][3500/3757] lr: 1.000e-02, eta: 5 days, 5:43:41, time: 1.131, data_time: 0.002, memory: 6921, loss_aux: 1.2999, top1_acc: 0.4688, top5_acc: 0.7164, loss_cls: 2.2386, loss: 3.5385, grad_norm: 6.4342 2021-07-04 17:48:42,481 - mmaction - INFO - Epoch [38][3520/3757] lr: 1.000e-02, eta: 5 days, 5:43:19, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2699, top1_acc: 0.4984, top5_acc: 0.7195, loss_cls: 2.2444, loss: 3.5143, grad_norm: 6.4644 2021-07-04 17:49:03,564 - mmaction - INFO - Epoch [38][3540/3757] lr: 1.000e-02, eta: 5 days, 5:42:56, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3239, top1_acc: 0.4828, top5_acc: 0.7008, loss_cls: 2.2922, loss: 3.6161, grad_norm: 6.6415 2021-07-04 17:49:24,763 - mmaction - INFO - Epoch [38][3560/3757] lr: 1.000e-02, eta: 5 days, 5:42:34, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.3014, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2726, loss: 3.5741, grad_norm: 6.4700 2021-07-04 17:49:46,096 - mmaction - INFO - Epoch [38][3580/3757] lr: 1.000e-02, eta: 5 days, 5:42:12, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2992, top1_acc: 0.4914, top5_acc: 0.7297, loss_cls: 2.2263, loss: 3.5255, grad_norm: 6.4942 2021-07-04 17:50:06,887 - mmaction - INFO - Epoch [38][3600/3757] lr: 1.000e-02, eta: 5 days, 5:41:48, time: 1.038, data_time: 0.004, memory: 6921, loss_aux: 1.3232, top1_acc: 0.5008, top5_acc: 0.7125, loss_cls: 2.2686, loss: 3.5918, grad_norm: 6.7930 2021-07-04 17:50:28,799 - mmaction - INFO - Epoch [38][3620/3757] lr: 1.000e-02, eta: 5 days, 5:41:28, time: 1.096, data_time: 0.008, memory: 6921, loss_aux: 1.3415, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.2448, loss: 3.5863, grad_norm: 6.6291 2021-07-04 17:50:50,421 - mmaction - INFO - Epoch [38][3640/3757] lr: 1.000e-02, eta: 5 days, 5:41:07, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.3701, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.3662, loss: 3.7363, grad_norm: 6.6694 2021-07-04 17:51:12,590 - mmaction - INFO - Epoch [38][3660/3757] lr: 1.000e-02, eta: 5 days, 5:40:47, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.2484, top1_acc: 0.5023, top5_acc: 0.7492, loss_cls: 2.1459, loss: 3.3942, grad_norm: 6.7038 2021-07-04 17:51:33,629 - mmaction - INFO - Epoch [38][3680/3757] lr: 1.000e-02, eta: 5 days, 5:40:24, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3270, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2077, loss: 3.5347, grad_norm: 6.5461 2021-07-04 17:51:55,560 - mmaction - INFO - Epoch [38][3700/3757] lr: 1.000e-02, eta: 5 days, 5:40:04, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2867, top1_acc: 0.4883, top5_acc: 0.7188, loss_cls: 2.2286, loss: 3.5153, grad_norm: 6.6374 2021-07-04 17:52:16,815 - mmaction - INFO - Epoch [38][3720/3757] lr: 1.000e-02, eta: 5 days, 5:39:42, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3202, top1_acc: 0.4750, top5_acc: 0.7219, loss_cls: 2.2576, loss: 3.5778, grad_norm: 6.5549 2021-07-04 17:52:37,844 - mmaction - INFO - Epoch [38][3740/3757] lr: 1.000e-02, eta: 5 days, 5:39:19, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2544, top1_acc: 0.5039, top5_acc: 0.7234, loss_cls: 2.1706, loss: 3.4250, grad_norm: 6.2080 2021-07-04 17:52:56,094 - mmaction - INFO - Saving checkpoint at 38 epochs 2021-07-04 17:53:59,562 - mmaction - INFO - Epoch [39][20/3757] lr: 1.000e-02, eta: 5 days, 5:39:44, time: 3.097, data_time: 2.057, memory: 6921, loss_aux: 1.3192, top1_acc: 0.4914, top5_acc: 0.7180, loss_cls: 2.2507, loss: 3.5699, grad_norm: 6.6219 2021-07-04 17:54:21,358 - mmaction - INFO - Epoch [39][40/3757] lr: 1.000e-02, eta: 5 days, 5:39:24, time: 1.088, data_time: 0.033, memory: 6921, loss_aux: 1.3419, top1_acc: 0.4648, top5_acc: 0.7258, loss_cls: 2.2819, loss: 3.6238, grad_norm: 6.6590 2021-07-04 17:54:43,177 - mmaction - INFO - Epoch [39][60/3757] lr: 1.000e-02, eta: 5 days, 5:39:03, time: 1.091, data_time: 0.019, memory: 6921, loss_aux: 1.2746, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.2163, loss: 3.4908, grad_norm: 6.6565 2021-07-04 17:55:05,333 - mmaction - INFO - Epoch [39][80/3757] lr: 1.000e-02, eta: 5 days, 5:38:44, time: 1.109, data_time: 0.052, memory: 6921, loss_aux: 1.3108, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2495, loss: 3.5603, grad_norm: 6.5975 2021-07-04 17:55:27,428 - mmaction - INFO - Epoch [39][100/3757] lr: 1.000e-02, eta: 5 days, 5:38:24, time: 1.103, data_time: 0.056, memory: 6921, loss_aux: 1.2860, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1964, loss: 3.4824, grad_norm: 6.5240 2021-07-04 17:55:48,666 - mmaction - INFO - Epoch [39][120/3757] lr: 1.000e-02, eta: 5 days, 5:38:02, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3222, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2250, loss: 3.5472, grad_norm: 6.4784 2021-07-04 17:56:09,846 - mmaction - INFO - Epoch [39][140/3757] lr: 1.000e-02, eta: 5 days, 5:37:39, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2263, top1_acc: 0.5195, top5_acc: 0.7266, loss_cls: 2.1359, loss: 3.3621, grad_norm: 6.3540 2021-07-04 17:56:31,275 - mmaction - INFO - Epoch [39][160/3757] lr: 1.000e-02, eta: 5 days, 5:37:17, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2562, top1_acc: 0.5172, top5_acc: 0.7461, loss_cls: 2.1287, loss: 3.3850, grad_norm: 6.5678 2021-07-04 17:56:54,145 - mmaction - INFO - Epoch [39][180/3757] lr: 1.000e-02, eta: 5 days, 5:37:00, time: 1.141, data_time: 0.004, memory: 6921, loss_aux: 1.2840, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.1606, loss: 3.4446, grad_norm: 6.4892 2021-07-04 17:57:15,036 - mmaction - INFO - Epoch [39][200/3757] lr: 1.000e-02, eta: 5 days, 5:36:37, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3052, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.2377, loss: 3.5429, grad_norm: 6.7946 2021-07-04 17:57:36,214 - mmaction - INFO - Epoch [39][220/3757] lr: 1.000e-02, eta: 5 days, 5:36:14, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2731, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1400, loss: 3.4130, grad_norm: 6.4983 2021-07-04 17:57:58,145 - mmaction - INFO - Epoch [39][240/3757] lr: 1.000e-02, eta: 5 days, 5:35:54, time: 1.097, data_time: 0.038, memory: 6921, loss_aux: 1.2672, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1768, loss: 3.4440, grad_norm: 6.8731 2021-07-04 17:58:19,853 - mmaction - INFO - Epoch [39][260/3757] lr: 1.000e-02, eta: 5 days, 5:35:33, time: 1.086, data_time: 0.044, memory: 6921, loss_aux: 1.2904, top1_acc: 0.4844, top5_acc: 0.7391, loss_cls: 2.1689, loss: 3.4593, grad_norm: 6.6828 2021-07-04 17:58:42,249 - mmaction - INFO - Epoch [39][280/3757] lr: 1.000e-02, eta: 5 days, 5:35:14, time: 1.120, data_time: 0.067, memory: 6921, loss_aux: 1.3206, top1_acc: 0.4875, top5_acc: 0.7094, loss_cls: 2.2865, loss: 3.6071, grad_norm: 6.5768 2021-07-04 17:59:03,347 - mmaction - INFO - Epoch [39][300/3757] lr: 1.000e-02, eta: 5 days, 5:34:51, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3160, top1_acc: 0.5031, top5_acc: 0.7242, loss_cls: 2.2325, loss: 3.5485, grad_norm: 6.4474 2021-07-04 17:59:24,690 - mmaction - INFO - Epoch [39][320/3757] lr: 1.000e-02, eta: 5 days, 5:34:29, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2967, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.2159, loss: 3.5126, grad_norm: 6.6055 2021-07-04 17:59:46,699 - mmaction - INFO - Epoch [39][340/3757] lr: 1.000e-02, eta: 5 days, 5:34:09, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.2849, top1_acc: 0.5125, top5_acc: 0.7273, loss_cls: 2.1653, loss: 3.4502, grad_norm: 6.5522 2021-07-04 18:00:09,174 - mmaction - INFO - Epoch [39][360/3757] lr: 1.000e-02, eta: 5 days, 5:33:51, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.2985, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.2640, loss: 3.5625, grad_norm: 6.6078 2021-07-04 18:00:30,167 - mmaction - INFO - Epoch [39][380/3757] lr: 1.000e-02, eta: 5 days, 5:33:28, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2635, top1_acc: 0.5023, top5_acc: 0.7320, loss_cls: 2.1880, loss: 3.4515, grad_norm: 6.5403 2021-07-04 18:00:51,809 - mmaction - INFO - Epoch [39][400/3757] lr: 1.000e-02, eta: 5 days, 5:33:07, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3114, top1_acc: 0.4727, top5_acc: 0.7266, loss_cls: 2.2483, loss: 3.5597, grad_norm: 6.7515 2021-07-04 18:01:14,433 - mmaction - INFO - Epoch [39][420/3757] lr: 1.000e-02, eta: 5 days, 5:32:48, time: 1.132, data_time: 0.004, memory: 6921, loss_aux: 1.2913, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2026, loss: 3.4940, grad_norm: 6.5188 2021-07-04 18:01:35,832 - mmaction - INFO - Epoch [39][440/3757] lr: 1.000e-02, eta: 5 days, 5:32:27, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2632, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1738, loss: 3.4370, grad_norm: 6.3978 2021-07-04 18:01:56,950 - mmaction - INFO - Epoch [39][460/3757] lr: 1.000e-02, eta: 5 days, 5:32:04, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3206, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2539, loss: 3.5745, grad_norm: 6.5902 2021-07-04 18:02:18,323 - mmaction - INFO - Epoch [39][480/3757] lr: 1.000e-02, eta: 5 days, 5:31:42, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2523, top1_acc: 0.4813, top5_acc: 0.7383, loss_cls: 2.1803, loss: 3.4326, grad_norm: 6.5939 2021-07-04 18:02:41,245 - mmaction - INFO - Epoch [39][500/3757] lr: 1.000e-02, eta: 5 days, 5:31:25, time: 1.146, data_time: 0.003, memory: 6921, loss_aux: 1.3186, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2466, loss: 3.5652, grad_norm: 6.6869 2021-07-04 18:03:02,609 - mmaction - INFO - Epoch [39][520/3757] lr: 1.000e-02, eta: 5 days, 5:31:03, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3292, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.3063, loss: 3.6354, grad_norm: 6.7656 2021-07-04 18:03:25,092 - mmaction - INFO - Epoch [39][540/3757] lr: 1.000e-02, eta: 5 days, 5:30:44, time: 1.126, data_time: 0.071, memory: 6921, loss_aux: 1.3231, top1_acc: 0.4930, top5_acc: 0.7156, loss_cls: 2.2557, loss: 3.5788, grad_norm: 6.7391 2021-07-04 18:03:47,374 - mmaction - INFO - Epoch [39][560/3757] lr: 1.000e-02, eta: 5 days, 5:30:25, time: 1.113, data_time: 0.085, memory: 6921, loss_aux: 1.2630, top1_acc: 0.5336, top5_acc: 0.7281, loss_cls: 2.1198, loss: 3.3828, grad_norm: 6.3038 2021-07-04 18:04:08,563 - mmaction - INFO - Epoch [39][580/3757] lr: 1.000e-02, eta: 5 days, 5:30:02, time: 1.060, data_time: 0.017, memory: 6921, loss_aux: 1.3538, top1_acc: 0.4742, top5_acc: 0.7070, loss_cls: 2.3150, loss: 3.6688, grad_norm: 6.7405 2021-07-04 18:04:30,071 - mmaction - INFO - Epoch [39][600/3757] lr: 1.000e-02, eta: 5 days, 5:29:41, time: 1.075, data_time: 0.022, memory: 6921, loss_aux: 1.2811, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1814, loss: 3.4625, grad_norm: 6.4970 2021-07-04 18:04:51,616 - mmaction - INFO - Epoch [39][620/3757] lr: 1.000e-02, eta: 5 days, 5:29:20, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2868, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.2024, loss: 3.4892, grad_norm: 6.4205 2021-07-04 18:05:13,787 - mmaction - INFO - Epoch [39][640/3757] lr: 1.000e-02, eta: 5 days, 5:29:00, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.2959, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.2213, loss: 3.5171, grad_norm: 6.6679 2021-07-04 18:05:35,355 - mmaction - INFO - Epoch [39][660/3757] lr: 1.000e-02, eta: 5 days, 5:28:39, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2823, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.2209, loss: 3.5032, grad_norm: 6.6550 2021-07-04 18:05:57,775 - mmaction - INFO - Epoch [39][680/3757] lr: 1.000e-02, eta: 5 days, 5:28:20, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 1.3035, top1_acc: 0.4891, top5_acc: 0.7117, loss_cls: 2.2709, loss: 3.5744, grad_norm: 6.7584 2021-07-04 18:06:19,468 - mmaction - INFO - Epoch [39][700/3757] lr: 1.000e-02, eta: 5 days, 5:27:59, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.3111, top1_acc: 0.5000, top5_acc: 0.7195, loss_cls: 2.2213, loss: 3.5324, grad_norm: 6.5941 2021-07-04 18:06:40,648 - mmaction - INFO - Epoch [39][720/3757] lr: 1.000e-02, eta: 5 days, 5:27:37, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2417, top1_acc: 0.5281, top5_acc: 0.7461, loss_cls: 2.1118, loss: 3.3535, grad_norm: 6.5891 2021-07-04 18:07:02,591 - mmaction - INFO - Epoch [39][740/3757] lr: 1.000e-02, eta: 5 days, 5:27:16, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.3536, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.3210, loss: 3.6746, grad_norm: 6.8659 2021-07-04 18:07:23,822 - mmaction - INFO - Epoch [39][760/3757] lr: 1.000e-02, eta: 5 days, 5:26:54, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3199, top1_acc: 0.4805, top5_acc: 0.7242, loss_cls: 2.2457, loss: 3.5656, grad_norm: 6.6901 2021-07-04 18:07:45,994 - mmaction - INFO - Epoch [39][780/3757] lr: 1.000e-02, eta: 5 days, 5:26:34, time: 1.107, data_time: 0.001, memory: 6921, loss_aux: 1.2482, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1226, loss: 3.3708, grad_norm: 6.3429 2021-07-04 18:08:07,213 - mmaction - INFO - Epoch [39][800/3757] lr: 1.000e-02, eta: 5 days, 5:26:12, time: 1.062, data_time: 0.008, memory: 6921, loss_aux: 1.3156, top1_acc: 0.4922, top5_acc: 0.7156, loss_cls: 2.2655, loss: 3.5812, grad_norm: 6.5136 2021-07-04 18:08:29,615 - mmaction - INFO - Epoch [39][820/3757] lr: 1.000e-02, eta: 5 days, 5:25:53, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 1.2703, top1_acc: 0.5164, top5_acc: 0.7258, loss_cls: 2.1651, loss: 3.4353, grad_norm: 6.6510 2021-07-04 18:08:51,204 - mmaction - INFO - Epoch [39][840/3757] lr: 1.000e-02, eta: 5 days, 5:25:32, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3564, top1_acc: 0.4703, top5_acc: 0.7094, loss_cls: 2.3055, loss: 3.6619, grad_norm: 6.8005 2021-07-04 18:09:13,491 - mmaction - INFO - Epoch [39][860/3757] lr: 1.000e-02, eta: 5 days, 5:25:13, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.2730, top1_acc: 0.4867, top5_acc: 0.7336, loss_cls: 2.2050, loss: 3.4780, grad_norm: 6.6564 2021-07-04 18:09:34,387 - mmaction - INFO - Epoch [39][880/3757] lr: 1.000e-02, eta: 5 days, 5:24:49, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.3093, top1_acc: 0.4906, top5_acc: 0.7117, loss_cls: 2.2636, loss: 3.5728, grad_norm: 6.7842 2021-07-04 18:09:55,507 - mmaction - INFO - Epoch [39][900/3757] lr: 1.000e-02, eta: 5 days, 5:24:27, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3062, top1_acc: 0.4945, top5_acc: 0.7180, loss_cls: 2.2360, loss: 3.5422, grad_norm: 6.5561 2021-07-04 18:10:18,479 - mmaction - INFO - Epoch [39][920/3757] lr: 1.000e-02, eta: 5 days, 5:24:10, time: 1.150, data_time: 0.003, memory: 6921, loss_aux: 1.2799, top1_acc: 0.4930, top5_acc: 0.7375, loss_cls: 2.1906, loss: 3.4705, grad_norm: 6.4851 2021-07-04 18:10:39,760 - mmaction - INFO - Epoch [39][940/3757] lr: 1.000e-02, eta: 5 days, 5:23:47, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.2806, top1_acc: 0.5148, top5_acc: 0.7203, loss_cls: 2.1937, loss: 3.4743, grad_norm: 6.4348 2021-07-04 18:11:00,953 - mmaction - INFO - Epoch [39][960/3757] lr: 1.000e-02, eta: 5 days, 5:23:25, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.2897, top1_acc: 0.5070, top5_acc: 0.7203, loss_cls: 2.2279, loss: 3.5176, grad_norm: 6.5694 2021-07-04 18:11:22,275 - mmaction - INFO - Epoch [39][980/3757] lr: 1.000e-02, eta: 5 days, 5:23:03, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3811, top1_acc: 0.4680, top5_acc: 0.6977, loss_cls: 2.3875, loss: 3.7686, grad_norm: 6.6910 2021-07-04 18:11:44,217 - mmaction - INFO - Epoch [39][1000/3757] lr: 1.000e-02, eta: 5 days, 5:22:43, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.3098, top1_acc: 0.4945, top5_acc: 0.7273, loss_cls: 2.2564, loss: 3.5663, grad_norm: 6.5066 2021-07-04 18:12:07,372 - mmaction - INFO - Epoch [39][1020/3757] lr: 1.000e-02, eta: 5 days, 5:22:26, time: 1.158, data_time: 0.001, memory: 6921, loss_aux: 1.2727, top1_acc: 0.5055, top5_acc: 0.7617, loss_cls: 2.1527, loss: 3.4254, grad_norm: 6.5864 2021-07-04 18:12:28,361 - mmaction - INFO - Epoch [39][1040/3757] lr: 1.000e-02, eta: 5 days, 5:22:03, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2819, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1475, loss: 3.4294, grad_norm: 6.6728 2021-07-04 18:12:49,478 - mmaction - INFO - Epoch [39][1060/3757] lr: 1.000e-02, eta: 5 days, 5:21:40, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3254, top1_acc: 0.4664, top5_acc: 0.7180, loss_cls: 2.2899, loss: 3.6153, grad_norm: 6.7397 2021-07-04 18:13:10,828 - mmaction - INFO - Epoch [39][1080/3757] lr: 1.000e-02, eta: 5 days, 5:21:18, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3286, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2243, loss: 3.5529, grad_norm: 6.6839 2021-07-04 18:13:32,593 - mmaction - INFO - Epoch [39][1100/3757] lr: 1.000e-02, eta: 5 days, 5:20:58, time: 1.089, data_time: 0.034, memory: 6921, loss_aux: 1.3247, top1_acc: 0.4867, top5_acc: 0.7133, loss_cls: 2.2576, loss: 3.5823, grad_norm: 6.7573 2021-07-04 18:13:54,971 - mmaction - INFO - Epoch [39][1120/3757] lr: 1.000e-02, eta: 5 days, 5:20:39, time: 1.118, data_time: 0.064, memory: 6921, loss_aux: 1.3160, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.2356, loss: 3.5516, grad_norm: 6.6225 2021-07-04 18:14:16,306 - mmaction - INFO - Epoch [39][1140/3757] lr: 1.000e-02, eta: 5 days, 5:20:17, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3223, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3000, loss: 3.6223, grad_norm: 6.4955 2021-07-04 18:14:38,188 - mmaction - INFO - Epoch [39][1160/3757] lr: 1.000e-02, eta: 5 days, 5:19:56, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.2898, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2168, loss: 3.5066, grad_norm: 6.6104 2021-07-04 18:14:59,608 - mmaction - INFO - Epoch [39][1180/3757] lr: 1.000e-02, eta: 5 days, 5:19:35, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.2729, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.1929, loss: 3.4658, grad_norm: 6.6800 2021-07-04 18:15:21,028 - mmaction - INFO - Epoch [39][1200/3757] lr: 1.000e-02, eta: 5 days, 5:19:13, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.3417, top1_acc: 0.4867, top5_acc: 0.7039, loss_cls: 2.3156, loss: 3.6574, grad_norm: 6.6407 2021-07-04 18:15:43,454 - mmaction - INFO - Epoch [39][1220/3757] lr: 1.000e-02, eta: 5 days, 5:18:54, time: 1.121, data_time: 0.001, memory: 6921, loss_aux: 1.3230, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2557, loss: 3.5787, grad_norm: 6.5863 2021-07-04 18:16:04,655 - mmaction - INFO - Epoch [39][1240/3757] lr: 1.000e-02, eta: 5 days, 5:18:32, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2939, top1_acc: 0.4883, top5_acc: 0.7172, loss_cls: 2.2504, loss: 3.5443, grad_norm: 6.6051 2021-07-04 18:16:26,056 - mmaction - INFO - Epoch [39][1260/3757] lr: 1.000e-02, eta: 5 days, 5:18:10, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3499, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3637, loss: 3.7136, grad_norm: 6.6586 2021-07-04 18:16:47,869 - mmaction - INFO - Epoch [39][1280/3757] lr: 1.000e-02, eta: 5 days, 5:17:49, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.2623, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.1704, loss: 3.4327, grad_norm: 6.4990 2021-07-04 18:17:10,227 - mmaction - INFO - Epoch [39][1300/3757] lr: 1.000e-02, eta: 5 days, 5:17:30, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.3321, top1_acc: 0.5109, top5_acc: 0.7188, loss_cls: 2.2715, loss: 3.6036, grad_norm: 6.7680 2021-07-04 18:17:31,375 - mmaction - INFO - Epoch [39][1320/3757] lr: 1.000e-02, eta: 5 days, 5:17:08, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2788, top1_acc: 0.5156, top5_acc: 0.7336, loss_cls: 2.1785, loss: 3.4573, grad_norm: 6.5395 2021-07-04 18:17:53,483 - mmaction - INFO - Epoch [39][1340/3757] lr: 1.000e-02, eta: 5 days, 5:16:48, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.2832, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1906, loss: 3.4737, grad_norm: 6.7560 2021-07-04 18:18:14,597 - mmaction - INFO - Epoch [39][1360/3757] lr: 1.000e-02, eta: 5 days, 5:16:25, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3295, top1_acc: 0.4773, top5_acc: 0.7266, loss_cls: 2.2739, loss: 3.6034, grad_norm: 6.9629 2021-07-04 18:18:36,274 - mmaction - INFO - Epoch [39][1380/3757] lr: 1.000e-02, eta: 5 days, 5:16:04, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3198, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.2757, loss: 3.5955, grad_norm: 6.6070 2021-07-04 18:18:59,429 - mmaction - INFO - Epoch [39][1400/3757] lr: 1.000e-02, eta: 5 days, 5:15:48, time: 1.158, data_time: 0.004, memory: 6921, loss_aux: 1.3321, top1_acc: 0.4961, top5_acc: 0.7117, loss_cls: 2.3152, loss: 3.6473, grad_norm: 6.5854 2021-07-04 18:19:20,797 - mmaction - INFO - Epoch [39][1420/3757] lr: 1.000e-02, eta: 5 days, 5:15:26, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2798, top1_acc: 0.4891, top5_acc: 0.7438, loss_cls: 2.1820, loss: 3.4618, grad_norm: 6.4125 2021-07-04 18:19:42,568 - mmaction - INFO - Epoch [39][1440/3757] lr: 1.000e-02, eta: 5 days, 5:15:05, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2986, top1_acc: 0.4836, top5_acc: 0.7344, loss_cls: 2.2374, loss: 3.5361, grad_norm: 6.6429 2021-07-04 18:20:04,451 - mmaction - INFO - Epoch [39][1460/3757] lr: 1.000e-02, eta: 5 days, 5:14:44, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.2807, top1_acc: 0.5141, top5_acc: 0.7312, loss_cls: 2.1857, loss: 3.4664, grad_norm: 6.4792 2021-07-04 18:20:27,211 - mmaction - INFO - Epoch [39][1480/3757] lr: 1.000e-02, eta: 5 days, 5:14:27, time: 1.139, data_time: 0.002, memory: 6921, loss_aux: 1.3326, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2675, loss: 3.6001, grad_norm: 6.6553 2021-07-04 18:20:48,235 - mmaction - INFO - Epoch [39][1500/3757] lr: 1.000e-02, eta: 5 days, 5:14:04, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3121, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.2540, loss: 3.5661, grad_norm: 6.6473 2021-07-04 18:21:10,116 - mmaction - INFO - Epoch [39][1520/3757] lr: 1.000e-02, eta: 5 days, 5:13:43, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2919, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2595, loss: 3.5513, grad_norm: 6.6647 2021-07-04 18:21:41,928 - mmaction - INFO - Epoch [39][1540/3757] lr: 1.000e-02, eta: 5 days, 5:13:52, time: 1.588, data_time: 0.003, memory: 6921, loss_aux: 1.3014, top1_acc: 0.4977, top5_acc: 0.7102, loss_cls: 2.2280, loss: 3.5294, grad_norm: 6.8031 2021-07-04 18:22:11,675 - mmaction - INFO - Epoch [39][1560/3757] lr: 1.000e-02, eta: 5 days, 5:13:54, time: 1.490, data_time: 0.005, memory: 6921, loss_aux: 1.3811, top1_acc: 0.4539, top5_acc: 0.6937, loss_cls: 2.4511, loss: 3.8323, grad_norm: 6.9600 2021-07-04 18:22:33,183 - mmaction - INFO - Epoch [39][1580/3757] lr: 1.000e-02, eta: 5 days, 5:13:33, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.3267, top1_acc: 0.4672, top5_acc: 0.7117, loss_cls: 2.2879, loss: 3.6146, grad_norm: 6.8099 2021-07-04 18:23:04,639 - mmaction - INFO - Epoch [39][1600/3757] lr: 1.000e-02, eta: 5 days, 5:13:40, time: 1.571, data_time: 0.004, memory: 6921, loss_aux: 1.3592, top1_acc: 0.4734, top5_acc: 0.7000, loss_cls: 2.3626, loss: 3.7217, grad_norm: 6.7468 2021-07-04 18:23:34,942 - mmaction - INFO - Epoch [39][1620/3757] lr: 1.000e-02, eta: 5 days, 5:13:44, time: 1.517, data_time: 0.279, memory: 6921, loss_aux: 1.3082, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.2547, loss: 3.5629, grad_norm: 6.4658 2021-07-04 18:24:04,859 - mmaction - INFO - Epoch [39][1640/3757] lr: 1.000e-02, eta: 5 days, 5:13:47, time: 1.495, data_time: 0.030, memory: 6921, loss_aux: 1.2830, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2152, loss: 3.4982, grad_norm: 6.5385 2021-07-04 18:24:39,920 - mmaction - INFO - Epoch [39][1660/3757] lr: 1.000e-02, eta: 5 days, 5:14:05, time: 1.752, data_time: 0.006, memory: 6921, loss_aux: 1.3181, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2438, loss: 3.5619, grad_norm: 6.6722 2021-07-04 18:25:16,747 - mmaction - INFO - Epoch [39][1680/3757] lr: 1.000e-02, eta: 5 days, 5:14:28, time: 1.845, data_time: 0.499, memory: 6921, loss_aux: 1.2683, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1889, loss: 3.4572, grad_norm: 6.3545 2021-07-04 18:25:48,654 - mmaction - INFO - Epoch [39][1700/3757] lr: 1.000e-02, eta: 5 days, 5:14:36, time: 1.595, data_time: 0.048, memory: 6921, loss_aux: 1.2317, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.0976, loss: 3.3294, grad_norm: 6.3626 2021-07-04 18:26:12,245 - mmaction - INFO - Epoch [39][1720/3757] lr: 1.000e-02, eta: 5 days, 5:14:21, time: 1.180, data_time: 0.003, memory: 6921, loss_aux: 1.3414, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.2752, loss: 3.6166, grad_norm: 6.6408 2021-07-04 18:26:50,356 - mmaction - INFO - Epoch [39][1740/3757] lr: 1.000e-02, eta: 5 days, 5:14:47, time: 1.902, data_time: 0.004, memory: 6921, loss_aux: 1.2983, top1_acc: 0.4828, top5_acc: 0.7414, loss_cls: 2.2140, loss: 3.5123, grad_norm: 6.5209 2021-07-04 18:27:26,259 - mmaction - INFO - Epoch [39][1760/3757] lr: 1.000e-02, eta: 5 days, 5:15:07, time: 1.795, data_time: 0.007, memory: 6921, loss_aux: 1.2767, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1738, loss: 3.4505, grad_norm: 6.4961 2021-07-04 18:28:01,658 - mmaction - INFO - Epoch [39][1780/3757] lr: 1.000e-02, eta: 5 days, 5:15:26, time: 1.769, data_time: 0.004, memory: 6921, loss_aux: 1.2815, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.1753, loss: 3.4568, grad_norm: 6.6176 2021-07-04 18:28:37,195 - mmaction - INFO - Epoch [39][1800/3757] lr: 1.000e-02, eta: 5 days, 5:15:45, time: 1.779, data_time: 0.007, memory: 6921, loss_aux: 1.3104, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2359, loss: 3.5463, grad_norm: 6.7328 2021-07-04 18:29:15,129 - mmaction - INFO - Epoch [39][1820/3757] lr: 1.000e-02, eta: 5 days, 5:16:11, time: 1.897, data_time: 0.005, memory: 6921, loss_aux: 1.2921, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.2378, loss: 3.5299, grad_norm: 6.3647 2021-07-04 18:29:49,487 - mmaction - INFO - Epoch [39][1840/3757] lr: 1.000e-02, eta: 5 days, 5:16:27, time: 1.717, data_time: 0.006, memory: 6921, loss_aux: 1.3073, top1_acc: 0.4766, top5_acc: 0.7180, loss_cls: 2.2456, loss: 3.5529, grad_norm: 6.5580 2021-07-04 18:30:19,560 - mmaction - INFO - Epoch [39][1860/3757] lr: 1.000e-02, eta: 5 days, 5:16:30, time: 1.504, data_time: 0.006, memory: 6921, loss_aux: 1.3224, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.2494, loss: 3.5718, grad_norm: 6.4685 2021-07-04 18:30:48,377 - mmaction - INFO - Epoch [39][1880/3757] lr: 1.000e-02, eta: 5 days, 5:16:30, time: 1.443, data_time: 0.006, memory: 6921, loss_aux: 1.3115, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2636, loss: 3.5750, grad_norm: 6.4626 2021-07-04 18:31:10,799 - mmaction - INFO - Epoch [39][1900/3757] lr: 1.000e-02, eta: 5 days, 5:16:11, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.3564, top1_acc: 0.4781, top5_acc: 0.7109, loss_cls: 2.3148, loss: 3.6712, grad_norm: 6.4537 2021-07-04 18:31:32,530 - mmaction - INFO - Epoch [39][1920/3757] lr: 1.000e-02, eta: 5 days, 5:15:50, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.2903, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.2288, loss: 3.5191, grad_norm: 6.3741 2021-07-04 18:31:54,913 - mmaction - INFO - Epoch [39][1940/3757] lr: 1.000e-02, eta: 5 days, 5:15:31, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2797, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.1957, loss: 3.4754, grad_norm: 6.5139 2021-07-04 18:32:20,160 - mmaction - INFO - Epoch [39][1960/3757] lr: 1.000e-02, eta: 5 days, 5:15:20, time: 1.263, data_time: 0.008, memory: 6921, loss_aux: 1.2758, top1_acc: 0.5195, top5_acc: 0.7406, loss_cls: 2.1325, loss: 3.4083, grad_norm: 6.6005 2021-07-04 18:32:44,380 - mmaction - INFO - Epoch [39][1980/3757] lr: 1.000e-02, eta: 5 days, 5:15:06, time: 1.209, data_time: 0.003, memory: 6921, loss_aux: 1.3346, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2397, loss: 3.5743, grad_norm: 6.9087 2021-07-04 18:33:11,700 - mmaction - INFO - Epoch [39][2000/3757] lr: 1.000e-02, eta: 5 days, 5:15:01, time: 1.366, data_time: 0.003, memory: 6921, loss_aux: 1.2957, top1_acc: 0.5016, top5_acc: 0.7219, loss_cls: 2.2457, loss: 3.5414, grad_norm: 6.6189 2021-07-04 18:33:35,973 - mmaction - INFO - Epoch [39][2020/3757] lr: 1.000e-02, eta: 5 days, 5:14:48, time: 1.213, data_time: 0.004, memory: 6921, loss_aux: 1.3084, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.2448, loss: 3.5532, grad_norm: 6.7846 2021-07-04 18:33:57,954 - mmaction - INFO - Epoch [39][2040/3757] lr: 1.000e-02, eta: 5 days, 5:14:28, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2665, top1_acc: 0.5047, top5_acc: 0.7328, loss_cls: 2.1929, loss: 3.4594, grad_norm: 6.6829 2021-07-04 18:34:19,582 - mmaction - INFO - Epoch [39][2060/3757] lr: 1.000e-02, eta: 5 days, 5:14:06, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3512, top1_acc: 0.4984, top5_acc: 0.7227, loss_cls: 2.2781, loss: 3.6293, grad_norm: 6.6109 2021-07-04 18:34:40,785 - mmaction - INFO - Epoch [39][2080/3757] lr: 1.000e-02, eta: 5 days, 5:13:44, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.3432, top1_acc: 0.4820, top5_acc: 0.7070, loss_cls: 2.2850, loss: 3.6281, grad_norm: 6.5951 2021-07-04 18:35:02,464 - mmaction - INFO - Epoch [39][2100/3757] lr: 1.000e-02, eta: 5 days, 5:13:23, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3428, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3567, loss: 3.6995, grad_norm: 6.8157 2021-07-04 18:35:23,907 - mmaction - INFO - Epoch [39][2120/3757] lr: 1.000e-02, eta: 5 days, 5:13:01, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3429, top1_acc: 0.4852, top5_acc: 0.7086, loss_cls: 2.3100, loss: 3.6529, grad_norm: 6.5828 2021-07-04 18:35:46,513 - mmaction - INFO - Epoch [39][2140/3757] lr: 1.000e-02, eta: 5 days, 5:12:42, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 1.3069, top1_acc: 0.4773, top5_acc: 0.7281, loss_cls: 2.2827, loss: 3.5896, grad_norm: 6.7547 2021-07-04 18:36:07,788 - mmaction - INFO - Epoch [39][2160/3757] lr: 1.000e-02, eta: 5 days, 5:12:20, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2956, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1646, loss: 3.4602, grad_norm: 6.7448 2021-07-04 18:36:29,117 - mmaction - INFO - Epoch [39][2180/3757] lr: 1.000e-02, eta: 5 days, 5:11:58, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3092, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.2340, loss: 3.5431, grad_norm: 6.6617 2021-07-04 18:36:50,459 - mmaction - INFO - Epoch [39][2200/3757] lr: 1.000e-02, eta: 5 days, 5:11:36, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2726, top1_acc: 0.5125, top5_acc: 0.7305, loss_cls: 2.1785, loss: 3.4511, grad_norm: 6.4117 2021-07-04 18:37:12,014 - mmaction - INFO - Epoch [39][2220/3757] lr: 1.000e-02, eta: 5 days, 5:11:15, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.3332, top1_acc: 0.4914, top5_acc: 0.7156, loss_cls: 2.2843, loss: 3.6175, grad_norm: 6.5398 2021-07-04 18:37:34,055 - mmaction - INFO - Epoch [39][2240/3757] lr: 1.000e-02, eta: 5 days, 5:10:54, time: 1.101, data_time: 0.025, memory: 6921, loss_aux: 1.3036, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.2404, loss: 3.5440, grad_norm: 6.6275 2021-07-04 18:37:55,644 - mmaction - INFO - Epoch [39][2260/3757] lr: 1.000e-02, eta: 5 days, 5:10:33, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.3274, top1_acc: 0.4727, top5_acc: 0.7156, loss_cls: 2.3243, loss: 3.6517, grad_norm: 6.6939 2021-07-04 18:38:16,913 - mmaction - INFO - Epoch [39][2280/3757] lr: 1.000e-02, eta: 5 days, 5:10:11, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.3306, top1_acc: 0.4883, top5_acc: 0.7273, loss_cls: 2.2549, loss: 3.5856, grad_norm: 6.6428 2021-07-04 18:38:39,188 - mmaction - INFO - Epoch [39][2300/3757] lr: 1.000e-02, eta: 5 days, 5:09:51, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 1.3186, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.2663, loss: 3.5848, grad_norm: 6.7497 2021-07-04 18:39:00,520 - mmaction - INFO - Epoch [39][2320/3757] lr: 1.000e-02, eta: 5 days, 5:09:29, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3157, top1_acc: 0.4648, top5_acc: 0.7180, loss_cls: 2.2966, loss: 3.6123, grad_norm: 6.6951 2021-07-04 18:39:22,892 - mmaction - INFO - Epoch [39][2340/3757] lr: 1.000e-02, eta: 5 days, 5:09:10, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.2595, top1_acc: 0.4961, top5_acc: 0.7508, loss_cls: 2.1183, loss: 3.3778, grad_norm: 6.7220 2021-07-04 18:39:43,927 - mmaction - INFO - Epoch [39][2360/3757] lr: 1.000e-02, eta: 5 days, 5:08:47, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.3241, top1_acc: 0.4930, top5_acc: 0.7227, loss_cls: 2.2452, loss: 3.5693, grad_norm: 6.6137 2021-07-04 18:40:05,142 - mmaction - INFO - Epoch [39][2380/3757] lr: 1.000e-02, eta: 5 days, 5:08:25, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2853, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.2171, loss: 3.5024, grad_norm: 6.4343 2021-07-04 18:40:27,823 - mmaction - INFO - Epoch [39][2400/3757] lr: 1.000e-02, eta: 5 days, 5:08:07, time: 1.135, data_time: 0.079, memory: 6921, loss_aux: 1.2947, top1_acc: 0.5070, top5_acc: 0.7383, loss_cls: 2.2144, loss: 3.5091, grad_norm: 6.4531 2021-07-04 18:40:49,044 - mmaction - INFO - Epoch [39][2420/3757] lr: 1.000e-02, eta: 5 days, 5:07:44, time: 1.062, data_time: 0.007, memory: 6921, loss_aux: 1.3341, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2580, loss: 3.5921, grad_norm: 6.7817 2021-07-04 18:41:10,343 - mmaction - INFO - Epoch [39][2440/3757] lr: 1.000e-02, eta: 5 days, 5:07:22, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3180, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2824, loss: 3.6003, grad_norm: 6.6222 2021-07-04 18:41:32,154 - mmaction - INFO - Epoch [39][2460/3757] lr: 1.000e-02, eta: 5 days, 5:07:01, time: 1.090, data_time: 0.014, memory: 6921, loss_aux: 1.2614, top1_acc: 0.5234, top5_acc: 0.7406, loss_cls: 2.1123, loss: 3.3737, grad_norm: 6.5717 2021-07-04 18:41:56,082 - mmaction - INFO - Epoch [39][2480/3757] lr: 1.000e-02, eta: 5 days, 5:06:46, time: 1.198, data_time: 0.004, memory: 6921, loss_aux: 1.3002, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2379, loss: 3.5381, grad_norm: 6.6511 2021-07-04 18:42:18,745 - mmaction - INFO - Epoch [39][2500/3757] lr: 1.000e-02, eta: 5 days, 5:06:28, time: 1.135, data_time: 0.003, memory: 6921, loss_aux: 1.3139, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2107, loss: 3.5246, grad_norm: 6.6568 2021-07-04 18:42:40,523 - mmaction - INFO - Epoch [39][2520/3757] lr: 1.000e-02, eta: 5 days, 5:06:07, time: 1.089, data_time: 0.001, memory: 6921, loss_aux: 1.3255, top1_acc: 0.4969, top5_acc: 0.7227, loss_cls: 2.2429, loss: 3.5684, grad_norm: 6.7110 2021-07-04 18:43:02,030 - mmaction - INFO - Epoch [39][2540/3757] lr: 1.000e-02, eta: 5 days, 5:05:46, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2880, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.2134, loss: 3.5014, grad_norm: 6.7468 2021-07-04 18:43:24,266 - mmaction - INFO - Epoch [39][2560/3757] lr: 1.000e-02, eta: 5 days, 5:05:26, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.3013, top1_acc: 0.4984, top5_acc: 0.7188, loss_cls: 2.2431, loss: 3.5444, grad_norm: 6.6704 2021-07-04 18:43:45,647 - mmaction - INFO - Epoch [39][2580/3757] lr: 1.000e-02, eta: 5 days, 5:05:04, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2169, top1_acc: 0.5047, top5_acc: 0.7547, loss_cls: 2.1057, loss: 3.3226, grad_norm: 6.5349 2021-07-04 18:44:07,201 - mmaction - INFO - Epoch [39][2600/3757] lr: 1.000e-02, eta: 5 days, 5:04:43, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.3173, top1_acc: 0.4703, top5_acc: 0.7234, loss_cls: 2.2517, loss: 3.5690, grad_norm: 6.7659 2021-07-04 18:44:28,583 - mmaction - INFO - Epoch [39][2620/3757] lr: 1.000e-02, eta: 5 days, 5:04:21, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3380, top1_acc: 0.4797, top5_acc: 0.7242, loss_cls: 2.2606, loss: 3.5985, grad_norm: 6.8418 2021-07-04 18:44:49,648 - mmaction - INFO - Epoch [39][2640/3757] lr: 1.000e-02, eta: 5 days, 5:03:58, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2970, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.2192, loss: 3.5161, grad_norm: 6.5369 2021-07-04 18:45:10,819 - mmaction - INFO - Epoch [39][2660/3757] lr: 1.000e-02, eta: 5 days, 5:03:35, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2934, top1_acc: 0.4984, top5_acc: 0.7211, loss_cls: 2.2393, loss: 3.5327, grad_norm: 6.6695 2021-07-04 18:45:32,145 - mmaction - INFO - Epoch [39][2680/3757] lr: 1.000e-02, eta: 5 days, 5:03:13, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3119, top1_acc: 0.4813, top5_acc: 0.7328, loss_cls: 2.2600, loss: 3.5719, grad_norm: 6.7413 2021-07-04 18:45:53,421 - mmaction - INFO - Epoch [39][2700/3757] lr: 1.000e-02, eta: 5 days, 5:02:51, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3037, top1_acc: 0.4898, top5_acc: 0.7156, loss_cls: 2.2657, loss: 3.5693, grad_norm: 6.5106 2021-07-04 18:46:14,633 - mmaction - INFO - Epoch [39][2720/3757] lr: 1.000e-02, eta: 5 days, 5:02:28, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2760, top1_acc: 0.5234, top5_acc: 0.7398, loss_cls: 2.1606, loss: 3.4366, grad_norm: 6.3985 2021-07-04 18:46:35,697 - mmaction - INFO - Epoch [39][2740/3757] lr: 1.000e-02, eta: 5 days, 5:02:06, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2705, top1_acc: 0.5117, top5_acc: 0.7281, loss_cls: 2.1640, loss: 3.4345, grad_norm: 6.5152 2021-07-04 18:46:56,810 - mmaction - INFO - Epoch [39][2760/3757] lr: 1.000e-02, eta: 5 days, 5:01:43, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2510, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.1427, loss: 3.3937, grad_norm: 6.4430 2021-07-04 18:47:18,556 - mmaction - INFO - Epoch [39][2780/3757] lr: 1.000e-02, eta: 5 days, 5:01:22, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.3059, top1_acc: 0.5008, top5_acc: 0.7195, loss_cls: 2.2476, loss: 3.5535, grad_norm: 6.5181 2021-07-04 18:47:39,553 - mmaction - INFO - Epoch [39][2800/3757] lr: 1.000e-02, eta: 5 days, 5:00:59, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3443, top1_acc: 0.4945, top5_acc: 0.7070, loss_cls: 2.2912, loss: 3.6355, grad_norm: 6.7675 2021-07-04 18:48:00,753 - mmaction - INFO - Epoch [39][2820/3757] lr: 1.000e-02, eta: 5 days, 5:00:36, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2705, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.2176, loss: 3.4881, grad_norm: 6.5121 2021-07-04 18:48:21,940 - mmaction - INFO - Epoch [39][2840/3757] lr: 1.000e-02, eta: 5 days, 5:00:14, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.3127, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.2149, loss: 3.5276, grad_norm: 6.4903 2021-07-04 18:48:43,373 - mmaction - INFO - Epoch [39][2860/3757] lr: 1.000e-02, eta: 5 days, 4:59:52, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3555, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3319, loss: 3.6873, grad_norm: 6.7511 2021-07-04 18:49:04,403 - mmaction - INFO - Epoch [39][2880/3757] lr: 1.000e-02, eta: 5 days, 4:59:29, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3045, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2414, loss: 3.5458, grad_norm: 6.4780 2021-07-04 18:49:26,113 - mmaction - INFO - Epoch [39][2900/3757] lr: 1.000e-02, eta: 5 days, 4:59:08, time: 1.085, data_time: 0.039, memory: 6921, loss_aux: 1.3128, top1_acc: 0.5055, top5_acc: 0.7250, loss_cls: 2.2250, loss: 3.5378, grad_norm: 6.4907 2021-07-04 18:49:47,221 - mmaction - INFO - Epoch [39][2920/3757] lr: 1.000e-02, eta: 5 days, 4:58:45, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2727, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.1691, loss: 3.4417, grad_norm: 6.4865 2021-07-04 18:50:09,279 - mmaction - INFO - Epoch [39][2940/3757] lr: 1.000e-02, eta: 5 days, 4:58:25, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2847, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.1858, loss: 3.4706, grad_norm: 6.5664 2021-07-04 18:50:30,206 - mmaction - INFO - Epoch [39][2960/3757] lr: 1.000e-02, eta: 5 days, 4:58:02, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3337, top1_acc: 0.4836, top5_acc: 0.7102, loss_cls: 2.3198, loss: 3.6535, grad_norm: 6.7301 2021-07-04 18:50:51,436 - mmaction - INFO - Epoch [39][2980/3757] lr: 1.000e-02, eta: 5 days, 4:57:39, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.2776, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2007, loss: 3.4782, grad_norm: 6.6019 2021-07-04 18:51:12,479 - mmaction - INFO - Epoch [39][3000/3757] lr: 1.000e-02, eta: 5 days, 4:57:16, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3387, top1_acc: 0.4648, top5_acc: 0.7102, loss_cls: 2.2867, loss: 3.6254, grad_norm: 6.7994 2021-07-04 18:51:33,552 - mmaction - INFO - Epoch [39][3020/3757] lr: 1.000e-02, eta: 5 days, 4:56:54, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3341, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.3351, loss: 3.6693, grad_norm: 6.7995 2021-07-04 18:51:54,673 - mmaction - INFO - Epoch [39][3040/3757] lr: 1.000e-02, eta: 5 days, 4:56:31, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3402, top1_acc: 0.4727, top5_acc: 0.7117, loss_cls: 2.3182, loss: 3.6584, grad_norm: 6.4564 2021-07-04 18:52:15,843 - mmaction - INFO - Epoch [39][3060/3757] lr: 1.000e-02, eta: 5 days, 4:56:08, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2588, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1406, loss: 3.3994, grad_norm: 6.3383 2021-07-04 18:52:37,250 - mmaction - INFO - Epoch [39][3080/3757] lr: 1.000e-02, eta: 5 days, 4:55:46, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3338, top1_acc: 0.4695, top5_acc: 0.7180, loss_cls: 2.3151, loss: 3.6489, grad_norm: 6.7708 2021-07-04 18:52:58,394 - mmaction - INFO - Epoch [39][3100/3757] lr: 1.000e-02, eta: 5 days, 4:55:24, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2732, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1666, loss: 3.4399, grad_norm: 6.5975 2021-07-04 18:53:19,625 - mmaction - INFO - Epoch [39][3120/3757] lr: 1.000e-02, eta: 5 days, 4:55:01, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.3330, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.3383, loss: 3.6713, grad_norm: 6.7361 2021-07-04 18:53:40,865 - mmaction - INFO - Epoch [39][3140/3757] lr: 1.000e-02, eta: 5 days, 4:54:39, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3159, top1_acc: 0.4945, top5_acc: 0.7320, loss_cls: 2.2353, loss: 3.5513, grad_norm: 6.5102 2021-07-04 18:54:03,014 - mmaction - INFO - Epoch [39][3160/3757] lr: 1.000e-02, eta: 5 days, 4:54:19, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.3085, top1_acc: 0.4898, top5_acc: 0.7188, loss_cls: 2.2667, loss: 3.5752, grad_norm: 6.5868 2021-07-04 18:54:23,833 - mmaction - INFO - Epoch [39][3180/3757] lr: 1.000e-02, eta: 5 days, 4:53:56, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.3345, top1_acc: 0.4828, top5_acc: 0.7125, loss_cls: 2.2884, loss: 3.6229, grad_norm: 6.7837 2021-07-04 18:54:44,943 - mmaction - INFO - Epoch [39][3200/3757] lr: 1.000e-02, eta: 5 days, 4:53:33, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3125, top1_acc: 0.4766, top5_acc: 0.7156, loss_cls: 2.2603, loss: 3.5728, grad_norm: 6.6789 2021-07-04 18:55:05,943 - mmaction - INFO - Epoch [39][3220/3757] lr: 1.000e-02, eta: 5 days, 4:53:10, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2955, top1_acc: 0.4906, top5_acc: 0.7445, loss_cls: 2.1848, loss: 3.4804, grad_norm: 6.3971 2021-07-04 18:55:27,218 - mmaction - INFO - Epoch [39][3240/3757] lr: 1.000e-02, eta: 5 days, 4:52:47, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3225, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2790, loss: 3.6015, grad_norm: 6.5181 2021-07-04 18:55:48,094 - mmaction - INFO - Epoch [39][3260/3757] lr: 1.000e-02, eta: 5 days, 4:52:24, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.3560, top1_acc: 0.4789, top5_acc: 0.7008, loss_cls: 2.3694, loss: 3.7254, grad_norm: 6.5993 2021-07-04 18:56:09,579 - mmaction - INFO - Epoch [39][3280/3757] lr: 1.000e-02, eta: 5 days, 4:52:02, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.3355, top1_acc: 0.4820, top5_acc: 0.7086, loss_cls: 2.3139, loss: 3.6494, grad_norm: 6.6324 2021-07-04 18:56:31,560 - mmaction - INFO - Epoch [39][3300/3757] lr: 1.000e-02, eta: 5 days, 4:51:42, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.3074, top1_acc: 0.4953, top5_acc: 0.7203, loss_cls: 2.2114, loss: 3.5188, grad_norm: 6.5490 2021-07-04 18:56:52,621 - mmaction - INFO - Epoch [39][3320/3757] lr: 1.000e-02, eta: 5 days, 4:51:19, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.2901, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2651, loss: 3.5552, grad_norm: 6.7130 2021-07-04 18:57:13,719 - mmaction - INFO - Epoch [39][3340/3757] lr: 1.000e-02, eta: 5 days, 4:50:57, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3359, top1_acc: 0.4859, top5_acc: 0.7156, loss_cls: 2.3025, loss: 3.6384, grad_norm: 6.5897 2021-07-04 18:57:35,002 - mmaction - INFO - Epoch [39][3360/3757] lr: 1.000e-02, eta: 5 days, 4:50:34, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3187, top1_acc: 0.4969, top5_acc: 0.7156, loss_cls: 2.2595, loss: 3.5783, grad_norm: 6.6343 2021-07-04 18:57:56,342 - mmaction - INFO - Epoch [39][3380/3757] lr: 1.000e-02, eta: 5 days, 4:50:12, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2822, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.2242, loss: 3.5064, grad_norm: 6.5250 2021-07-04 18:58:17,384 - mmaction - INFO - Epoch [39][3400/3757] lr: 1.000e-02, eta: 5 days, 4:49:49, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2696, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1640, loss: 3.4336, grad_norm: 6.4831 2021-07-04 18:58:38,532 - mmaction - INFO - Epoch [39][3420/3757] lr: 1.000e-02, eta: 5 days, 4:49:27, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3285, top1_acc: 0.4789, top5_acc: 0.7133, loss_cls: 2.3042, loss: 3.6327, grad_norm: 6.6310 2021-07-04 18:58:59,700 - mmaction - INFO - Epoch [39][3440/3757] lr: 1.000e-02, eta: 5 days, 4:49:04, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3251, top1_acc: 0.4836, top5_acc: 0.7078, loss_cls: 2.3165, loss: 3.6416, grad_norm: 6.5405 2021-07-04 18:59:20,999 - mmaction - INFO - Epoch [39][3460/3757] lr: 1.000e-02, eta: 5 days, 4:48:42, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2963, top1_acc: 0.5023, top5_acc: 0.7227, loss_cls: 2.2608, loss: 3.5572, grad_norm: 6.4375 2021-07-04 18:59:41,931 - mmaction - INFO - Epoch [39][3480/3757] lr: 1.000e-02, eta: 5 days, 4:48:19, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2853, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2169, loss: 3.5022, grad_norm: 6.8621 2021-07-04 19:00:03,048 - mmaction - INFO - Epoch [39][3500/3757] lr: 1.000e-02, eta: 5 days, 4:47:56, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2905, top1_acc: 0.4766, top5_acc: 0.7250, loss_cls: 2.2288, loss: 3.5194, grad_norm: 6.7083 2021-07-04 19:00:24,698 - mmaction - INFO - Epoch [39][3520/3757] lr: 1.000e-02, eta: 5 days, 4:47:35, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3251, top1_acc: 0.4914, top5_acc: 0.7219, loss_cls: 2.2811, loss: 3.6063, grad_norm: 6.6334 2021-07-04 19:00:46,130 - mmaction - INFO - Epoch [39][3540/3757] lr: 1.000e-02, eta: 5 days, 4:47:13, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.3002, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.1923, loss: 3.4925, grad_norm: 6.5649 2021-07-04 19:01:07,099 - mmaction - INFO - Epoch [39][3560/3757] lr: 1.000e-02, eta: 5 days, 4:46:50, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.3184, top1_acc: 0.4844, top5_acc: 0.7070, loss_cls: 2.3271, loss: 3.6455, grad_norm: 6.6767 2021-07-04 19:01:28,738 - mmaction - INFO - Epoch [39][3580/3757] lr: 1.000e-02, eta: 5 days, 4:46:28, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.3296, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2552, loss: 3.5848, grad_norm: 6.4763 2021-07-04 19:01:49,910 - mmaction - INFO - Epoch [39][3600/3757] lr: 1.000e-02, eta: 5 days, 4:46:06, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2953, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2702, loss: 3.5655, grad_norm: 6.4947 2021-07-04 19:02:10,911 - mmaction - INFO - Epoch [39][3620/3757] lr: 1.000e-02, eta: 5 days, 4:45:43, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3678, top1_acc: 0.4820, top5_acc: 0.7023, loss_cls: 2.3321, loss: 3.7000, grad_norm: 6.6606 2021-07-04 19:02:32,152 - mmaction - INFO - Epoch [39][3640/3757] lr: 1.000e-02, eta: 5 days, 4:45:21, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3208, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.3298, loss: 3.6506, grad_norm: 6.5839 2021-07-04 19:02:53,867 - mmaction - INFO - Epoch [39][3660/3757] lr: 1.000e-02, eta: 5 days, 4:44:59, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 1.3205, top1_acc: 0.4984, top5_acc: 0.7195, loss_cls: 2.2237, loss: 3.5442, grad_norm: 6.4410 2021-07-04 19:03:15,490 - mmaction - INFO - Epoch [39][3680/3757] lr: 1.000e-02, eta: 5 days, 4:44:38, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.3009, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.2052, loss: 3.5061, grad_norm: 6.6797 2021-07-04 19:03:37,114 - mmaction - INFO - Epoch [39][3700/3757] lr: 1.000e-02, eta: 5 days, 4:44:17, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.2529, top1_acc: 0.5180, top5_acc: 0.7258, loss_cls: 2.1957, loss: 3.4487, grad_norm: 6.4824 2021-07-04 19:03:58,260 - mmaction - INFO - Epoch [39][3720/3757] lr: 1.000e-02, eta: 5 days, 4:43:54, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2908, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2113, loss: 3.5021, grad_norm: 6.5500 2021-07-04 19:04:19,322 - mmaction - INFO - Epoch [39][3740/3757] lr: 1.000e-02, eta: 5 days, 4:43:31, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2687, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.1837, loss: 3.4524, grad_norm: 6.5483 2021-07-04 19:04:37,521 - mmaction - INFO - Saving checkpoint at 39 epochs 2021-07-04 19:05:40,301 - mmaction - INFO - Epoch [40][20/3757] lr: 1.000e-02, eta: 5 days, 4:43:52, time: 3.055, data_time: 2.019, memory: 6921, loss_aux: 1.2765, top1_acc: 0.4953, top5_acc: 0.7414, loss_cls: 2.1843, loss: 3.4608, grad_norm: 6.4786 2021-07-04 19:06:02,081 - mmaction - INFO - Epoch [40][40/3757] lr: 1.000e-02, eta: 5 days, 4:43:31, time: 1.090, data_time: 0.074, memory: 6921, loss_aux: 1.2409, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1099, loss: 3.3509, grad_norm: 6.5455 2021-07-04 19:06:23,515 - mmaction - INFO - Epoch [40][60/3757] lr: 1.000e-02, eta: 5 days, 4:43:10, time: 1.072, data_time: 0.030, memory: 6921, loss_aux: 1.2733, top1_acc: 0.5188, top5_acc: 0.7383, loss_cls: 2.1575, loss: 3.4308, grad_norm: 6.5606 2021-07-04 19:06:44,422 - mmaction - INFO - Epoch [40][80/3757] lr: 1.000e-02, eta: 5 days, 4:42:46, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.2614, top1_acc: 0.5258, top5_acc: 0.7461, loss_cls: 2.1186, loss: 3.3801, grad_norm: 6.3031 2021-07-04 19:07:05,876 - mmaction - INFO - Epoch [40][100/3757] lr: 1.000e-02, eta: 5 days, 4:42:24, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2992, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2119, loss: 3.5111, grad_norm: 6.6319 2021-07-04 19:07:27,308 - mmaction - INFO - Epoch [40][120/3757] lr: 1.000e-02, eta: 5 days, 4:42:03, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2939, top1_acc: 0.5062, top5_acc: 0.7172, loss_cls: 2.1938, loss: 3.4876, grad_norm: 6.5247 2021-07-04 19:07:48,212 - mmaction - INFO - Epoch [40][140/3757] lr: 1.000e-02, eta: 5 days, 4:41:39, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.3322, top1_acc: 0.5000, top5_acc: 0.7258, loss_cls: 2.2239, loss: 3.5562, grad_norm: 6.5934 2021-07-04 19:08:09,195 - mmaction - INFO - Epoch [40][160/3757] lr: 1.000e-02, eta: 5 days, 4:41:16, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3065, top1_acc: 0.5008, top5_acc: 0.7164, loss_cls: 2.2348, loss: 3.5413, grad_norm: 6.6841 2021-07-04 19:08:30,142 - mmaction - INFO - Epoch [40][180/3757] lr: 1.000e-02, eta: 5 days, 4:40:53, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1387, loss: 3.4018, grad_norm: 6.8767 2021-07-04 19:08:51,078 - mmaction - INFO - Epoch [40][200/3757] lr: 1.000e-02, eta: 5 days, 4:40:30, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3204, top1_acc: 0.4836, top5_acc: 0.7164, loss_cls: 2.2684, loss: 3.5888, grad_norm: 6.8036 2021-07-04 19:09:12,130 - mmaction - INFO - Epoch [40][220/3757] lr: 1.000e-02, eta: 5 days, 4:40:07, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2915, top1_acc: 0.4781, top5_acc: 0.7242, loss_cls: 2.2984, loss: 3.5899, grad_norm: 6.7139 2021-07-04 19:09:33,290 - mmaction - INFO - Epoch [40][240/3757] lr: 1.000e-02, eta: 5 days, 4:39:44, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2345, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.1336, loss: 3.3681, grad_norm: 6.3037 2021-07-04 19:09:54,515 - mmaction - INFO - Epoch [40][260/3757] lr: 1.000e-02, eta: 5 days, 4:39:22, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2796, top1_acc: 0.4969, top5_acc: 0.7203, loss_cls: 2.2320, loss: 3.5115, grad_norm: 6.6370 2021-07-04 19:10:16,544 - mmaction - INFO - Epoch [40][280/3757] lr: 1.000e-02, eta: 5 days, 4:39:02, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 1.2750, top1_acc: 0.5094, top5_acc: 0.7305, loss_cls: 2.1668, loss: 3.4418, grad_norm: 6.3017 2021-07-04 19:10:37,604 - mmaction - INFO - Epoch [40][300/3757] lr: 1.000e-02, eta: 5 days, 4:38:39, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2777, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.1790, loss: 3.4567, grad_norm: 6.4593 2021-07-04 19:10:58,727 - mmaction - INFO - Epoch [40][320/3757] lr: 1.000e-02, eta: 5 days, 4:38:16, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3215, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.2486, loss: 3.5701, grad_norm: 6.5806 2021-07-04 19:11:20,051 - mmaction - INFO - Epoch [40][340/3757] lr: 1.000e-02, eta: 5 days, 4:37:54, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.3274, top1_acc: 0.4977, top5_acc: 0.7055, loss_cls: 2.2794, loss: 3.6068, grad_norm: 6.4761 2021-07-04 19:11:41,171 - mmaction - INFO - Epoch [40][360/3757] lr: 1.000e-02, eta: 5 days, 4:37:31, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1320, loss: 3.3891, grad_norm: 6.5582 2021-07-04 19:12:02,172 - mmaction - INFO - Epoch [40][380/3757] lr: 1.000e-02, eta: 5 days, 4:37:08, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2938, top1_acc: 0.4977, top5_acc: 0.7219, loss_cls: 2.2377, loss: 3.5314, grad_norm: 6.5286 2021-07-04 19:12:23,293 - mmaction - INFO - Epoch [40][400/3757] lr: 1.000e-02, eta: 5 days, 4:36:45, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2929, top1_acc: 0.4875, top5_acc: 0.7367, loss_cls: 2.1987, loss: 3.4916, grad_norm: 6.5583 2021-07-04 19:12:44,490 - mmaction - INFO - Epoch [40][420/3757] lr: 1.000e-02, eta: 5 days, 4:36:23, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3591, top1_acc: 0.4789, top5_acc: 0.6969, loss_cls: 2.3645, loss: 3.7236, grad_norm: 6.6909 2021-07-04 19:13:05,538 - mmaction - INFO - Epoch [40][440/3757] lr: 1.000e-02, eta: 5 days, 4:36:00, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2766, top1_acc: 0.5133, top5_acc: 0.7336, loss_cls: 2.1836, loss: 3.4601, grad_norm: 6.5036 2021-07-04 19:13:26,628 - mmaction - INFO - Epoch [40][460/3757] lr: 1.000e-02, eta: 5 days, 4:35:37, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2783, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.1982, loss: 3.4765, grad_norm: 6.6138 2021-07-04 19:13:48,163 - mmaction - INFO - Epoch [40][480/3757] lr: 1.000e-02, eta: 5 days, 4:35:16, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.3639, top1_acc: 0.4750, top5_acc: 0.6984, loss_cls: 2.3419, loss: 3.7058, grad_norm: 6.6086 2021-07-04 19:14:09,786 - mmaction - INFO - Epoch [40][500/3757] lr: 1.000e-02, eta: 5 days, 4:34:54, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3173, top1_acc: 0.4898, top5_acc: 0.7328, loss_cls: 2.2365, loss: 3.5538, grad_norm: 6.6204 2021-07-04 19:14:31,030 - mmaction - INFO - Epoch [40][520/3757] lr: 1.000e-02, eta: 5 days, 4:34:32, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2683, top1_acc: 0.5164, top5_acc: 0.7391, loss_cls: 2.1498, loss: 3.4181, grad_norm: 6.6024 2021-07-04 19:14:52,110 - mmaction - INFO - Epoch [40][540/3757] lr: 1.000e-02, eta: 5 days, 4:34:09, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2806, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1547, loss: 3.4353, grad_norm: 6.5850 2021-07-04 19:15:13,182 - mmaction - INFO - Epoch [40][560/3757] lr: 1.000e-02, eta: 5 days, 4:33:46, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2965, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2526, loss: 3.5491, grad_norm: 6.7261 2021-07-04 19:15:34,632 - mmaction - INFO - Epoch [40][580/3757] lr: 1.000e-02, eta: 5 days, 4:33:25, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2474, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1438, loss: 3.3912, grad_norm: 6.3722 2021-07-04 19:15:56,325 - mmaction - INFO - Epoch [40][600/3757] lr: 1.000e-02, eta: 5 days, 4:33:03, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3006, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2150, loss: 3.5156, grad_norm: 6.5185 2021-07-04 19:16:17,276 - mmaction - INFO - Epoch [40][620/3757] lr: 1.000e-02, eta: 5 days, 4:32:40, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.3397, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2954, loss: 3.6351, grad_norm: 6.7428 2021-07-04 19:16:38,374 - mmaction - INFO - Epoch [40][640/3757] lr: 1.000e-02, eta: 5 days, 4:32:17, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2673, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.1820, loss: 3.4494, grad_norm: 6.6061 2021-07-04 19:16:59,375 - mmaction - INFO - Epoch [40][660/3757] lr: 1.000e-02, eta: 5 days, 4:31:54, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.3179, top1_acc: 0.5008, top5_acc: 0.7195, loss_cls: 2.2335, loss: 3.5514, grad_norm: 6.3825 2021-07-04 19:17:20,466 - mmaction - INFO - Epoch [40][680/3757] lr: 1.000e-02, eta: 5 days, 4:31:32, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2837, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1729, loss: 3.4566, grad_norm: 6.6794 2021-07-04 19:17:41,696 - mmaction - INFO - Epoch [40][700/3757] lr: 1.000e-02, eta: 5 days, 4:31:09, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.3124, top1_acc: 0.5016, top5_acc: 0.7211, loss_cls: 2.2360, loss: 3.5485, grad_norm: 6.5453 2021-07-04 19:18:03,215 - mmaction - INFO - Epoch [40][720/3757] lr: 1.000e-02, eta: 5 days, 4:30:48, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 1.3237, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2556, loss: 3.5792, grad_norm: 6.6427 2021-07-04 19:18:24,213 - mmaction - INFO - Epoch [40][740/3757] lr: 1.000e-02, eta: 5 days, 4:30:25, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2866, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1992, loss: 3.4858, grad_norm: 6.6619 2021-07-04 19:18:45,369 - mmaction - INFO - Epoch [40][760/3757] lr: 1.000e-02, eta: 5 days, 4:30:02, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.2157, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.0510, loss: 3.2667, grad_norm: 6.4939 2021-07-04 19:19:06,903 - mmaction - INFO - Epoch [40][780/3757] lr: 1.000e-02, eta: 5 days, 4:29:40, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.3102, top1_acc: 0.4852, top5_acc: 0.7117, loss_cls: 2.2518, loss: 3.5620, grad_norm: 6.6290 2021-07-04 19:19:28,496 - mmaction - INFO - Epoch [40][800/3757] lr: 1.000e-02, eta: 5 days, 4:29:19, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.3167, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.2786, loss: 3.5953, grad_norm: 6.7581 2021-07-04 19:19:49,549 - mmaction - INFO - Epoch [40][820/3757] lr: 1.000e-02, eta: 5 days, 4:28:56, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2771, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2276, loss: 3.5047, grad_norm: 6.6665 2021-07-04 19:20:10,536 - mmaction - INFO - Epoch [40][840/3757] lr: 1.000e-02, eta: 5 days, 4:28:33, time: 1.051, data_time: 0.007, memory: 6921, loss_aux: 1.2475, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1122, loss: 3.3597, grad_norm: 6.6565 2021-07-04 19:20:32,118 - mmaction - INFO - Epoch [40][860/3757] lr: 1.000e-02, eta: 5 days, 4:28:12, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.3212, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2636, loss: 3.5847, grad_norm: 6.7265 2021-07-04 19:20:53,149 - mmaction - INFO - Epoch [40][880/3757] lr: 1.000e-02, eta: 5 days, 4:27:49, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3305, top1_acc: 0.4953, top5_acc: 0.7086, loss_cls: 2.2597, loss: 3.5902, grad_norm: 6.5389 2021-07-04 19:21:14,313 - mmaction - INFO - Epoch [40][900/3757] lr: 1.000e-02, eta: 5 days, 4:27:26, time: 1.057, data_time: 0.012, memory: 6921, loss_aux: 1.3030, top1_acc: 0.4867, top5_acc: 0.7188, loss_cls: 2.2657, loss: 3.5687, grad_norm: 6.5987 2021-07-04 19:21:35,323 - mmaction - INFO - Epoch [40][920/3757] lr: 1.000e-02, eta: 5 days, 4:27:03, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.3079, top1_acc: 0.4961, top5_acc: 0.7172, loss_cls: 2.2335, loss: 3.5413, grad_norm: 6.4887 2021-07-04 19:21:56,204 - mmaction - INFO - Epoch [40][940/3757] lr: 1.000e-02, eta: 5 days, 4:26:40, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.3075, top1_acc: 0.4828, top5_acc: 0.7039, loss_cls: 2.3224, loss: 3.6300, grad_norm: 6.5554 2021-07-04 19:22:17,490 - mmaction - INFO - Epoch [40][960/3757] lr: 1.000e-02, eta: 5 days, 4:26:17, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2917, top1_acc: 0.4852, top5_acc: 0.7398, loss_cls: 2.2081, loss: 3.4997, grad_norm: 6.4862 2021-07-04 19:22:38,514 - mmaction - INFO - Epoch [40][980/3757] lr: 1.000e-02, eta: 5 days, 4:25:55, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2921, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.2093, loss: 3.5014, grad_norm: 6.6235 2021-07-04 19:22:59,529 - mmaction - INFO - Epoch [40][1000/3757] lr: 1.000e-02, eta: 5 days, 4:25:32, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.3346, top1_acc: 0.4984, top5_acc: 0.7164, loss_cls: 2.2649, loss: 3.5995, grad_norm: 6.6615 2021-07-04 19:23:21,284 - mmaction - INFO - Epoch [40][1020/3757] lr: 1.000e-02, eta: 5 days, 4:25:11, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.2993, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.2167, loss: 3.5160, grad_norm: 6.5496 2021-07-04 19:23:42,437 - mmaction - INFO - Epoch [40][1040/3757] lr: 1.000e-02, eta: 5 days, 4:24:48, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3044, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.2061, loss: 3.5104, grad_norm: 6.6818 2021-07-04 19:24:03,700 - mmaction - INFO - Epoch [40][1060/3757] lr: 1.000e-02, eta: 5 days, 4:24:26, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.3064, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.2764, loss: 3.5827, grad_norm: 6.8652 2021-07-04 19:24:24,860 - mmaction - INFO - Epoch [40][1080/3757] lr: 1.000e-02, eta: 5 days, 4:24:03, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2966, top1_acc: 0.4852, top5_acc: 0.7016, loss_cls: 2.2827, loss: 3.5793, grad_norm: 6.6914 2021-07-04 19:24:45,934 - mmaction - INFO - Epoch [40][1100/3757] lr: 1.000e-02, eta: 5 days, 4:23:40, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3076, top1_acc: 0.5000, top5_acc: 0.7063, loss_cls: 2.2503, loss: 3.5580, grad_norm: 6.7379 2021-07-04 19:25:07,150 - mmaction - INFO - Epoch [40][1120/3757] lr: 1.000e-02, eta: 5 days, 4:23:18, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3241, top1_acc: 0.4914, top5_acc: 0.7195, loss_cls: 2.3305, loss: 3.6547, grad_norm: 6.5228 2021-07-04 19:25:28,216 - mmaction - INFO - Epoch [40][1140/3757] lr: 1.000e-02, eta: 5 days, 4:22:55, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3128, top1_acc: 0.4750, top5_acc: 0.7125, loss_cls: 2.2972, loss: 3.6100, grad_norm: 6.4673 2021-07-04 19:25:49,393 - mmaction - INFO - Epoch [40][1160/3757] lr: 1.000e-02, eta: 5 days, 4:22:33, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.3025, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.1875, loss: 3.4900, grad_norm: 6.3933 2021-07-04 19:26:10,534 - mmaction - INFO - Epoch [40][1180/3757] lr: 1.000e-02, eta: 5 days, 4:22:10, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3182, top1_acc: 0.5031, top5_acc: 0.7180, loss_cls: 2.2239, loss: 3.5420, grad_norm: 6.7025 2021-07-04 19:26:31,687 - mmaction - INFO - Epoch [40][1200/3757] lr: 1.000e-02, eta: 5 days, 4:21:47, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3378, top1_acc: 0.4875, top5_acc: 0.7070, loss_cls: 2.2889, loss: 3.6267, grad_norm: 6.7171 2021-07-04 19:26:52,870 - mmaction - INFO - Epoch [40][1220/3757] lr: 1.000e-02, eta: 5 days, 4:21:25, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3449, top1_acc: 0.4828, top5_acc: 0.7328, loss_cls: 2.2642, loss: 3.6091, grad_norm: 6.8802 2021-07-04 19:27:14,161 - mmaction - INFO - Epoch [40][1240/3757] lr: 1.000e-02, eta: 5 days, 4:21:03, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2989, top1_acc: 0.4844, top5_acc: 0.7461, loss_cls: 2.2007, loss: 3.4996, grad_norm: 6.4980 2021-07-04 19:27:35,313 - mmaction - INFO - Epoch [40][1260/3757] lr: 1.000e-02, eta: 5 days, 4:20:40, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3490, top1_acc: 0.4711, top5_acc: 0.7008, loss_cls: 2.3388, loss: 3.6878, grad_norm: 6.6142 2021-07-04 19:27:57,105 - mmaction - INFO - Epoch [40][1280/3757] lr: 1.000e-02, eta: 5 days, 4:20:19, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.3254, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.2844, loss: 3.6098, grad_norm: 6.7055 2021-07-04 19:28:18,466 - mmaction - INFO - Epoch [40][1300/3757] lr: 1.000e-02, eta: 5 days, 4:19:57, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.2529, top1_acc: 0.5148, top5_acc: 0.7328, loss_cls: 2.1462, loss: 3.3992, grad_norm: 6.5142 2021-07-04 19:28:39,686 - mmaction - INFO - Epoch [40][1320/3757] lr: 1.000e-02, eta: 5 days, 4:19:35, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.1809, loss: 3.4520, grad_norm: 6.4077 2021-07-04 19:29:00,967 - mmaction - INFO - Epoch [40][1340/3757] lr: 1.000e-02, eta: 5 days, 4:19:12, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3156, top1_acc: 0.4820, top5_acc: 0.7242, loss_cls: 2.2309, loss: 3.5465, grad_norm: 6.5607 2021-07-04 19:29:22,035 - mmaction - INFO - Epoch [40][1360/3757] lr: 1.000e-02, eta: 5 days, 4:18:50, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3361, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2474, loss: 3.5835, grad_norm: 6.6836 2021-07-04 19:29:42,936 - mmaction - INFO - Epoch [40][1380/3757] lr: 1.000e-02, eta: 5 days, 4:18:26, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.2769, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1810, loss: 3.4578, grad_norm: 6.5466 2021-07-04 19:30:03,768 - mmaction - INFO - Epoch [40][1400/3757] lr: 1.000e-02, eta: 5 days, 4:18:03, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.2739, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1712, loss: 3.4451, grad_norm: 6.5456 2021-07-04 19:30:25,204 - mmaction - INFO - Epoch [40][1420/3757] lr: 1.000e-02, eta: 5 days, 4:17:41, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2908, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.2277, loss: 3.5184, grad_norm: 6.5088 2021-07-04 19:30:46,463 - mmaction - INFO - Epoch [40][1440/3757] lr: 1.000e-02, eta: 5 days, 4:17:19, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2928, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.1987, loss: 3.4915, grad_norm: 6.4908 2021-07-04 19:31:07,591 - mmaction - INFO - Epoch [40][1460/3757] lr: 1.000e-02, eta: 5 days, 4:16:56, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3308, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2921, loss: 3.6228, grad_norm: 6.7012 2021-07-04 19:31:28,772 - mmaction - INFO - Epoch [40][1480/3757] lr: 1.000e-02, eta: 5 days, 4:16:34, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3300, top1_acc: 0.5016, top5_acc: 0.7070, loss_cls: 2.2896, loss: 3.6196, grad_norm: 6.6537 2021-07-04 19:31:50,243 - mmaction - INFO - Epoch [40][1500/3757] lr: 1.000e-02, eta: 5 days, 4:16:12, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.3978, top1_acc: 0.4641, top5_acc: 0.7008, loss_cls: 2.3993, loss: 3.7971, grad_norm: 6.7165 2021-07-04 19:32:11,482 - mmaction - INFO - Epoch [40][1520/3757] lr: 1.000e-02, eta: 5 days, 4:15:49, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3135, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.3059, loss: 3.6194, grad_norm: 6.7407 2021-07-04 19:32:32,935 - mmaction - INFO - Epoch [40][1540/3757] lr: 1.000e-02, eta: 5 days, 4:15:28, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.3545, top1_acc: 0.4883, top5_acc: 0.7102, loss_cls: 2.3210, loss: 3.6756, grad_norm: 6.6024 2021-07-04 19:32:54,135 - mmaction - INFO - Epoch [40][1560/3757] lr: 1.000e-02, eta: 5 days, 4:15:05, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2964, top1_acc: 0.5000, top5_acc: 0.7141, loss_cls: 2.2187, loss: 3.5151, grad_norm: 6.4621 2021-07-04 19:33:15,190 - mmaction - INFO - Epoch [40][1580/3757] lr: 1.000e-02, eta: 5 days, 4:14:42, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3110, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2646, loss: 3.5756, grad_norm: 6.6783 2021-07-04 19:33:36,300 - mmaction - INFO - Epoch [40][1600/3757] lr: 1.000e-02, eta: 5 days, 4:14:20, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2607, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1426, loss: 3.4033, grad_norm: 6.3508 2021-07-04 19:33:57,531 - mmaction - INFO - Epoch [40][1620/3757] lr: 1.000e-02, eta: 5 days, 4:13:57, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.2936, top1_acc: 0.5102, top5_acc: 0.7383, loss_cls: 2.2045, loss: 3.4981, grad_norm: 6.6428 2021-07-04 19:34:20,489 - mmaction - INFO - Epoch [40][1640/3757] lr: 1.000e-02, eta: 5 days, 4:13:40, time: 1.149, data_time: 0.003, memory: 6921, loss_aux: 1.2927, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2035, loss: 3.4962, grad_norm: 6.5562 2021-07-04 19:34:41,704 - mmaction - INFO - Epoch [40][1660/3757] lr: 1.000e-02, eta: 5 days, 4:13:17, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3194, top1_acc: 0.4703, top5_acc: 0.7336, loss_cls: 2.2379, loss: 3.5573, grad_norm: 6.7093 2021-07-04 19:35:02,995 - mmaction - INFO - Epoch [40][1680/3757] lr: 1.000e-02, eta: 5 days, 4:12:55, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2839, top1_acc: 0.4828, top5_acc: 0.7117, loss_cls: 2.2143, loss: 3.4982, grad_norm: 6.6193 2021-07-04 19:35:24,025 - mmaction - INFO - Epoch [40][1700/3757] lr: 1.000e-02, eta: 5 days, 4:12:32, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3545, top1_acc: 0.4672, top5_acc: 0.7000, loss_cls: 2.3589, loss: 3.7134, grad_norm: 6.6450 2021-07-04 19:35:45,064 - mmaction - INFO - Epoch [40][1720/3757] lr: 1.000e-02, eta: 5 days, 4:12:09, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.3169, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2733, loss: 3.5902, grad_norm: 6.6048 2021-07-04 19:36:06,295 - mmaction - INFO - Epoch [40][1740/3757] lr: 1.000e-02, eta: 5 days, 4:11:47, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3283, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2582, loss: 3.5866, grad_norm: 6.4224 2021-07-04 19:36:27,549 - mmaction - INFO - Epoch [40][1760/3757] lr: 1.000e-02, eta: 5 days, 4:11:25, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3084, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2748, loss: 3.5832, grad_norm: 6.6653 2021-07-04 19:36:48,822 - mmaction - INFO - Epoch [40][1780/3757] lr: 1.000e-02, eta: 5 days, 4:11:02, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2716, top1_acc: 0.5266, top5_acc: 0.7430, loss_cls: 2.1251, loss: 3.3967, grad_norm: 6.5688 2021-07-04 19:37:10,182 - mmaction - INFO - Epoch [40][1800/3757] lr: 1.000e-02, eta: 5 days, 4:10:40, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2825, top1_acc: 0.5031, top5_acc: 0.7508, loss_cls: 2.1755, loss: 3.4579, grad_norm: 6.5696 2021-07-04 19:37:31,149 - mmaction - INFO - Epoch [40][1820/3757] lr: 1.000e-02, eta: 5 days, 4:10:17, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3060, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2168, loss: 3.5228, grad_norm: 6.6239 2021-07-04 19:37:52,330 - mmaction - INFO - Epoch [40][1840/3757] lr: 1.000e-02, eta: 5 days, 4:09:55, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2960, top1_acc: 0.5000, top5_acc: 0.7461, loss_cls: 2.1997, loss: 3.4956, grad_norm: 6.7938 2021-07-04 19:38:14,201 - mmaction - INFO - Epoch [40][1860/3757] lr: 1.000e-02, eta: 5 days, 4:09:34, time: 1.092, data_time: 0.045, memory: 6921, loss_aux: 1.3256, top1_acc: 0.4930, top5_acc: 0.7133, loss_cls: 2.2974, loss: 3.6229, grad_norm: 6.7624 2021-07-04 19:38:35,238 - mmaction - INFO - Epoch [40][1880/3757] lr: 1.000e-02, eta: 5 days, 4:09:11, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3928, top1_acc: 0.4531, top5_acc: 0.7016, loss_cls: 2.3914, loss: 3.7841, grad_norm: 6.5845 2021-07-04 19:38:56,302 - mmaction - INFO - Epoch [40][1900/3757] lr: 1.000e-02, eta: 5 days, 4:08:48, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2796, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.2072, loss: 3.4868, grad_norm: 6.5153 2021-07-04 19:39:17,395 - mmaction - INFO - Epoch [40][1920/3757] lr: 1.000e-02, eta: 5 days, 4:08:26, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2798, top1_acc: 0.4938, top5_acc: 0.7422, loss_cls: 2.1911, loss: 3.4710, grad_norm: 6.5788 2021-07-04 19:39:39,039 - mmaction - INFO - Epoch [40][1940/3757] lr: 1.000e-02, eta: 5 days, 4:08:04, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.2519, top1_acc: 0.4859, top5_acc: 0.7453, loss_cls: 2.1616, loss: 3.4135, grad_norm: 6.4848 2021-07-04 19:40:00,091 - mmaction - INFO - Epoch [40][1960/3757] lr: 1.000e-02, eta: 5 days, 4:07:42, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2842, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.2065, loss: 3.4907, grad_norm: 6.6808 2021-07-04 19:40:21,327 - mmaction - INFO - Epoch [40][1980/3757] lr: 1.000e-02, eta: 5 days, 4:07:19, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3089, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.1971, loss: 3.5060, grad_norm: 6.6385 2021-07-04 19:40:42,484 - mmaction - INFO - Epoch [40][2000/3757] lr: 1.000e-02, eta: 5 days, 4:06:57, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3363, top1_acc: 0.4883, top5_acc: 0.7141, loss_cls: 2.2865, loss: 3.6228, grad_norm: 6.8090 2021-07-04 19:41:03,666 - mmaction - INFO - Epoch [40][2020/3757] lr: 1.000e-02, eta: 5 days, 4:06:34, time: 1.057, data_time: 0.007, memory: 6921, loss_aux: 1.2792, top1_acc: 0.5133, top5_acc: 0.7211, loss_cls: 2.1555, loss: 3.4347, grad_norm: 6.4240 2021-07-04 19:41:24,791 - mmaction - INFO - Epoch [40][2040/3757] lr: 1.000e-02, eta: 5 days, 4:06:11, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3637, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.2965, loss: 3.6602, grad_norm: 6.7166 2021-07-04 19:41:45,955 - mmaction - INFO - Epoch [40][2060/3757] lr: 1.000e-02, eta: 5 days, 4:05:49, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3174, top1_acc: 0.5070, top5_acc: 0.7242, loss_cls: 2.2291, loss: 3.5465, grad_norm: 6.8606 2021-07-04 19:42:07,274 - mmaction - INFO - Epoch [40][2080/3757] lr: 1.000e-02, eta: 5 days, 4:05:27, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2824, top1_acc: 0.5023, top5_acc: 0.7266, loss_cls: 2.1907, loss: 3.4731, grad_norm: 6.5730 2021-07-04 19:42:29,298 - mmaction - INFO - Epoch [40][2100/3757] lr: 1.000e-02, eta: 5 days, 4:05:06, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.3041, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.2633, loss: 3.5674, grad_norm: 6.7406 2021-07-04 19:42:50,444 - mmaction - INFO - Epoch [40][2120/3757] lr: 1.000e-02, eta: 5 days, 4:04:44, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2966, top1_acc: 0.4961, top5_acc: 0.7414, loss_cls: 2.2051, loss: 3.5017, grad_norm: 6.8539 2021-07-04 19:43:11,435 - mmaction - INFO - Epoch [40][2140/3757] lr: 1.000e-02, eta: 5 days, 4:04:21, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.3289, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2809, loss: 3.6098, grad_norm: 6.7456 2021-07-04 19:43:32,408 - mmaction - INFO - Epoch [40][2160/3757] lr: 1.000e-02, eta: 5 days, 4:03:58, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3513, top1_acc: 0.4445, top5_acc: 0.7039, loss_cls: 2.3732, loss: 3.7244, grad_norm: 6.6008 2021-07-04 19:43:53,530 - mmaction - INFO - Epoch [40][2180/3757] lr: 1.000e-02, eta: 5 days, 4:03:35, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2848, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.1693, loss: 3.4541, grad_norm: 6.6158 2021-07-04 19:44:14,896 - mmaction - INFO - Epoch [40][2200/3757] lr: 1.000e-02, eta: 5 days, 4:03:13, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.3034, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2422, loss: 3.5456, grad_norm: 6.5803 2021-07-04 19:44:36,278 - mmaction - INFO - Epoch [40][2220/3757] lr: 1.000e-02, eta: 5 days, 4:02:51, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3442, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.2593, loss: 3.6035, grad_norm: 6.5969 2021-07-04 19:44:57,318 - mmaction - INFO - Epoch [40][2240/3757] lr: 1.000e-02, eta: 5 days, 4:02:28, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3462, top1_acc: 0.4672, top5_acc: 0.7211, loss_cls: 2.3285, loss: 3.6747, grad_norm: 6.8382 2021-07-04 19:45:18,406 - mmaction - INFO - Epoch [40][2260/3757] lr: 1.000e-02, eta: 5 days, 4:02:05, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2645, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.1163, loss: 3.3808, grad_norm: 6.5157 2021-07-04 19:45:39,956 - mmaction - INFO - Epoch [40][2280/3757] lr: 1.000e-02, eta: 5 days, 4:01:44, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2932, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2060, loss: 3.4993, grad_norm: 6.7058 2021-07-04 19:46:01,097 - mmaction - INFO - Epoch [40][2300/3757] lr: 1.000e-02, eta: 5 days, 4:01:21, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1393, loss: 3.3989, grad_norm: 6.3831 2021-07-04 19:46:22,258 - mmaction - INFO - Epoch [40][2320/3757] lr: 1.000e-02, eta: 5 days, 4:00:59, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3000, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.2875, loss: 3.5875, grad_norm: 6.4108 2021-07-04 19:46:43,461 - mmaction - INFO - Epoch [40][2340/3757] lr: 1.000e-02, eta: 5 days, 4:00:36, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2930, top1_acc: 0.4828, top5_acc: 0.7422, loss_cls: 2.2322, loss: 3.5253, grad_norm: 6.6989 2021-07-04 19:47:04,547 - mmaction - INFO - Epoch [40][2360/3757] lr: 1.000e-02, eta: 5 days, 4:00:14, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3653, top1_acc: 0.4828, top5_acc: 0.6992, loss_cls: 2.3254, loss: 3.6907, grad_norm: 6.7574 2021-07-04 19:47:25,606 - mmaction - INFO - Epoch [40][2380/3757] lr: 1.000e-02, eta: 5 days, 3:59:51, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2933, top1_acc: 0.4875, top5_acc: 0.7359, loss_cls: 2.2015, loss: 3.4948, grad_norm: 6.6241 2021-07-04 19:47:46,663 - mmaction - INFO - Epoch [40][2400/3757] lr: 1.000e-02, eta: 5 days, 3:59:28, time: 1.052, data_time: 0.010, memory: 6921, loss_aux: 1.2737, top1_acc: 0.5125, top5_acc: 0.7344, loss_cls: 2.1763, loss: 3.4500, grad_norm: 6.4626 2021-07-04 19:48:09,014 - mmaction - INFO - Epoch [40][2420/3757] lr: 1.000e-02, eta: 5 days, 3:59:09, time: 1.118, data_time: 0.087, memory: 6921, loss_aux: 1.3441, top1_acc: 0.4859, top5_acc: 0.7227, loss_cls: 2.3119, loss: 3.6560, grad_norm: 6.7144 2021-07-04 19:48:30,090 - mmaction - INFO - Epoch [40][2440/3757] lr: 1.000e-02, eta: 5 days, 3:58:46, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3371, top1_acc: 0.4547, top5_acc: 0.7031, loss_cls: 2.3805, loss: 3.7175, grad_norm: 6.6752 2021-07-04 19:48:51,275 - mmaction - INFO - Epoch [40][2460/3757] lr: 1.000e-02, eta: 5 days, 3:58:23, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2815, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2446, loss: 3.5261, grad_norm: 6.4822 2021-07-04 19:49:12,337 - mmaction - INFO - Epoch [40][2480/3757] lr: 1.000e-02, eta: 5 days, 3:58:01, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3071, top1_acc: 0.4820, top5_acc: 0.7273, loss_cls: 2.2472, loss: 3.5542, grad_norm: 6.5058 2021-07-04 19:49:33,475 - mmaction - INFO - Epoch [40][2500/3757] lr: 1.000e-02, eta: 5 days, 3:57:38, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3305, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.2873, loss: 3.6178, grad_norm: 6.6240 2021-07-04 19:49:54,666 - mmaction - INFO - Epoch [40][2520/3757] lr: 1.000e-02, eta: 5 days, 3:57:15, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2577, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.1934, loss: 3.4511, grad_norm: 6.5185 2021-07-04 19:50:16,333 - mmaction - INFO - Epoch [40][2540/3757] lr: 1.000e-02, eta: 5 days, 3:56:54, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3089, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2319, loss: 3.5408, grad_norm: 6.6202 2021-07-04 19:50:38,052 - mmaction - INFO - Epoch [40][2560/3757] lr: 1.000e-02, eta: 5 days, 3:56:33, time: 1.089, data_time: 0.006, memory: 6921, loss_aux: 1.3086, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2609, loss: 3.5695, grad_norm: 6.5040 2021-07-04 19:50:59,101 - mmaction - INFO - Epoch [40][2580/3757] lr: 1.000e-02, eta: 5 days, 3:56:10, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2910, top1_acc: 0.5148, top5_acc: 0.7148, loss_cls: 2.2334, loss: 3.5243, grad_norm: 6.6885 2021-07-04 19:51:20,117 - mmaction - INFO - Epoch [40][2600/3757] lr: 1.000e-02, eta: 5 days, 3:55:47, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3180, top1_acc: 0.5023, top5_acc: 0.7188, loss_cls: 2.2512, loss: 3.5692, grad_norm: 6.6261 2021-07-04 19:51:41,233 - mmaction - INFO - Epoch [40][2620/3757] lr: 1.000e-02, eta: 5 days, 3:55:25, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2709, top1_acc: 0.5016, top5_acc: 0.7516, loss_cls: 2.1735, loss: 3.4444, grad_norm: 6.6697 2021-07-04 19:52:02,288 - mmaction - INFO - Epoch [40][2640/3757] lr: 1.000e-02, eta: 5 days, 3:55:02, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2731, top1_acc: 0.4977, top5_acc: 0.7141, loss_cls: 2.1925, loss: 3.4656, grad_norm: 6.5994 2021-07-04 19:52:23,821 - mmaction - INFO - Epoch [40][2660/3757] lr: 1.000e-02, eta: 5 days, 3:54:40, time: 1.077, data_time: 0.006, memory: 6921, loss_aux: 1.2785, top1_acc: 0.4883, top5_acc: 0.7438, loss_cls: 2.1843, loss: 3.4628, grad_norm: 6.4578 2021-07-04 19:52:44,821 - mmaction - INFO - Epoch [40][2680/3757] lr: 1.000e-02, eta: 5 days, 3:54:17, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3171, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2708, loss: 3.5879, grad_norm: 6.6284 2021-07-04 19:53:06,172 - mmaction - INFO - Epoch [40][2700/3757] lr: 1.000e-02, eta: 5 days, 3:53:55, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2813, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2596, loss: 3.5409, grad_norm: 6.5095 2021-07-04 19:53:27,136 - mmaction - INFO - Epoch [40][2720/3757] lr: 1.000e-02, eta: 5 days, 3:53:32, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2982, top1_acc: 0.5023, top5_acc: 0.7258, loss_cls: 2.2353, loss: 3.5335, grad_norm: 6.3655 2021-07-04 19:53:48,434 - mmaction - INFO - Epoch [40][2740/3757] lr: 1.000e-02, eta: 5 days, 3:53:10, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2944, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2223, loss: 3.5167, grad_norm: 6.5234 2021-07-04 19:54:09,869 - mmaction - INFO - Epoch [40][2760/3757] lr: 1.000e-02, eta: 5 days, 3:52:48, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3001, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.2676, loss: 3.5677, grad_norm: 6.6106 2021-07-04 19:54:31,199 - mmaction - INFO - Epoch [40][2780/3757] lr: 1.000e-02, eta: 5 days, 3:52:26, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3041, top1_acc: 0.4891, top5_acc: 0.7148, loss_cls: 2.2663, loss: 3.5704, grad_norm: 6.7557 2021-07-04 19:54:52,353 - mmaction - INFO - Epoch [40][2800/3757] lr: 1.000e-02, eta: 5 days, 3:52:04, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3249, top1_acc: 0.4664, top5_acc: 0.7273, loss_cls: 2.2556, loss: 3.5804, grad_norm: 6.7560 2021-07-04 19:55:13,669 - mmaction - INFO - Epoch [40][2820/3757] lr: 1.000e-02, eta: 5 days, 3:51:41, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2834, top1_acc: 0.4922, top5_acc: 0.7109, loss_cls: 2.2375, loss: 3.5208, grad_norm: 6.6954 2021-07-04 19:55:34,856 - mmaction - INFO - Epoch [40][2840/3757] lr: 1.000e-02, eta: 5 days, 3:51:19, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2671, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1599, loss: 3.4271, grad_norm: 6.5913 2021-07-04 19:55:56,127 - mmaction - INFO - Epoch [40][2860/3757] lr: 1.000e-02, eta: 5 days, 3:50:57, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2748, top1_acc: 0.4867, top5_acc: 0.7414, loss_cls: 2.1779, loss: 3.4528, grad_norm: 6.3567 2021-07-04 19:56:17,410 - mmaction - INFO - Epoch [40][2880/3757] lr: 1.000e-02, eta: 5 days, 3:50:34, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3203, top1_acc: 0.4805, top5_acc: 0.7289, loss_cls: 2.2807, loss: 3.6010, grad_norm: 6.6679 2021-07-04 19:56:39,345 - mmaction - INFO - Epoch [40][2900/3757] lr: 1.000e-02, eta: 5 days, 3:50:14, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.2842, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.1967, loss: 3.4809, grad_norm: 6.4867 2021-07-04 19:57:00,433 - mmaction - INFO - Epoch [40][2920/3757] lr: 1.000e-02, eta: 5 days, 3:49:51, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3158, top1_acc: 0.4859, top5_acc: 0.7242, loss_cls: 2.2652, loss: 3.5810, grad_norm: 6.5632 2021-07-04 19:57:21,520 - mmaction - INFO - Epoch [40][2940/3757] lr: 1.000e-02, eta: 5 days, 3:49:29, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2965, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1562, loss: 3.4527, grad_norm: 6.6245 2021-07-04 19:57:42,740 - mmaction - INFO - Epoch [40][2960/3757] lr: 1.000e-02, eta: 5 days, 3:49:06, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2968, top1_acc: 0.5047, top5_acc: 0.7234, loss_cls: 2.2419, loss: 3.5387, grad_norm: 6.7277 2021-07-04 19:58:03,794 - mmaction - INFO - Epoch [40][2980/3757] lr: 1.000e-02, eta: 5 days, 3:48:43, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3374, top1_acc: 0.4813, top5_acc: 0.7125, loss_cls: 2.3223, loss: 3.6597, grad_norm: 6.8351 2021-07-04 19:58:25,056 - mmaction - INFO - Epoch [40][3000/3757] lr: 1.000e-02, eta: 5 days, 3:48:21, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2898, top1_acc: 0.4945, top5_acc: 0.7430, loss_cls: 2.2122, loss: 3.5019, grad_norm: 6.5176 2021-07-04 19:58:46,098 - mmaction - INFO - Epoch [40][3020/3757] lr: 1.000e-02, eta: 5 days, 3:47:58, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.3538, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.3741, loss: 3.7279, grad_norm: 6.5527 2021-07-04 19:59:07,012 - mmaction - INFO - Epoch [40][3040/3757] lr: 1.000e-02, eta: 5 days, 3:47:35, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.3282, top1_acc: 0.4766, top5_acc: 0.7094, loss_cls: 2.2734, loss: 3.6015, grad_norm: 6.6823 2021-07-04 19:59:28,164 - mmaction - INFO - Epoch [40][3060/3757] lr: 1.000e-02, eta: 5 days, 3:47:12, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2801, top1_acc: 0.5039, top5_acc: 0.7227, loss_cls: 2.2111, loss: 3.4912, grad_norm: 6.5403 2021-07-04 19:59:49,737 - mmaction - INFO - Epoch [40][3080/3757] lr: 1.000e-02, eta: 5 days, 3:46:51, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2421, top1_acc: 0.5055, top5_acc: 0.7312, loss_cls: 2.1473, loss: 3.3894, grad_norm: 6.5386 2021-07-04 20:00:10,730 - mmaction - INFO - Epoch [40][3100/3757] lr: 1.000e-02, eta: 5 days, 3:46:28, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2851, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.2050, loss: 3.4901, grad_norm: 6.4745 2021-07-04 20:00:32,209 - mmaction - INFO - Epoch [40][3120/3757] lr: 1.000e-02, eta: 5 days, 3:46:06, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.3122, top1_acc: 0.4805, top5_acc: 0.7094, loss_cls: 2.2881, loss: 3.6004, grad_norm: 6.6978 2021-07-04 20:00:53,275 - mmaction - INFO - Epoch [40][3140/3757] lr: 1.000e-02, eta: 5 days, 3:45:43, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2716, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1647, loss: 3.4363, grad_norm: 6.5667 2021-07-04 20:01:14,403 - mmaction - INFO - Epoch [40][3160/3757] lr: 1.000e-02, eta: 5 days, 3:45:21, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3295, top1_acc: 0.4766, top5_acc: 0.7086, loss_cls: 2.3265, loss: 3.6559, grad_norm: 6.7440 2021-07-04 20:01:35,505 - mmaction - INFO - Epoch [40][3180/3757] lr: 1.000e-02, eta: 5 days, 3:44:58, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3567, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.3287, loss: 3.6853, grad_norm: 6.4428 2021-07-04 20:01:57,343 - mmaction - INFO - Epoch [40][3200/3757] lr: 1.000e-02, eta: 5 days, 3:44:37, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2900, top1_acc: 0.4977, top5_acc: 0.7180, loss_cls: 2.2105, loss: 3.5005, grad_norm: 6.3460 2021-07-04 20:02:18,253 - mmaction - INFO - Epoch [40][3220/3757] lr: 1.000e-02, eta: 5 days, 3:44:14, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3177, top1_acc: 0.4836, top5_acc: 0.7359, loss_cls: 2.2290, loss: 3.5467, grad_norm: 6.7117 2021-07-04 20:02:39,298 - mmaction - INFO - Epoch [40][3240/3757] lr: 1.000e-02, eta: 5 days, 3:43:51, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3099, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.2043, loss: 3.5141, grad_norm: 6.6764 2021-07-04 20:03:00,748 - mmaction - INFO - Epoch [40][3260/3757] lr: 1.000e-02, eta: 5 days, 3:43:30, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.3347, top1_acc: 0.4797, top5_acc: 0.7008, loss_cls: 2.3199, loss: 3.6546, grad_norm: 6.5312 2021-07-04 20:03:22,571 - mmaction - INFO - Epoch [40][3280/3757] lr: 1.000e-02, eta: 5 days, 3:43:09, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.3131, top1_acc: 0.4930, top5_acc: 0.7188, loss_cls: 2.2332, loss: 3.5463, grad_norm: 6.4766 2021-07-04 20:03:43,880 - mmaction - INFO - Epoch [40][3300/3757] lr: 1.000e-02, eta: 5 days, 3:42:47, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2414, top1_acc: 0.5391, top5_acc: 0.7469, loss_cls: 2.1173, loss: 3.3587, grad_norm: 6.2657 2021-07-04 20:04:04,877 - mmaction - INFO - Epoch [40][3320/3757] lr: 1.000e-02, eta: 5 days, 3:42:24, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2814, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1782, loss: 3.4597, grad_norm: 6.5556 2021-07-04 20:04:26,528 - mmaction - INFO - Epoch [40][3340/3757] lr: 1.000e-02, eta: 5 days, 3:42:02, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3650, top1_acc: 0.4703, top5_acc: 0.6953, loss_cls: 2.3994, loss: 3.7643, grad_norm: 6.8153 2021-07-04 20:04:47,637 - mmaction - INFO - Epoch [40][3360/3757] lr: 1.000e-02, eta: 5 days, 3:41:40, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3335, top1_acc: 0.4805, top5_acc: 0.7070, loss_cls: 2.3169, loss: 3.6505, grad_norm: 6.6772 2021-07-04 20:05:08,850 - mmaction - INFO - Epoch [40][3380/3757] lr: 1.000e-02, eta: 5 days, 3:41:17, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3030, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.2932, loss: 3.5962, grad_norm: 6.6715 2021-07-04 20:05:30,057 - mmaction - INFO - Epoch [40][3400/3757] lr: 1.000e-02, eta: 5 days, 3:40:55, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3423, top1_acc: 0.4898, top5_acc: 0.7016, loss_cls: 2.3217, loss: 3.6641, grad_norm: 6.7276 2021-07-04 20:05:51,240 - mmaction - INFO - Epoch [40][3420/3757] lr: 1.000e-02, eta: 5 days, 3:40:32, time: 1.058, data_time: 0.008, memory: 6921, loss_aux: 1.2795, top1_acc: 0.5078, top5_acc: 0.7227, loss_cls: 2.2027, loss: 3.4822, grad_norm: 6.4505 2021-07-04 20:06:13,327 - mmaction - INFO - Epoch [40][3440/3757] lr: 1.000e-02, eta: 5 days, 3:40:12, time: 1.106, data_time: 0.055, memory: 6921, loss_aux: 1.3302, top1_acc: 0.4727, top5_acc: 0.7094, loss_cls: 2.3061, loss: 3.6364, grad_norm: 6.7305 2021-07-04 20:06:34,472 - mmaction - INFO - Epoch [40][3460/3757] lr: 1.000e-02, eta: 5 days, 3:39:50, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3080, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2313, loss: 3.5393, grad_norm: 6.5757 2021-07-04 20:06:55,437 - mmaction - INFO - Epoch [40][3480/3757] lr: 1.000e-02, eta: 5 days, 3:39:27, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3209, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.2749, loss: 3.5958, grad_norm: 6.7457 2021-07-04 20:07:16,589 - mmaction - INFO - Epoch [40][3500/3757] lr: 1.000e-02, eta: 5 days, 3:39:04, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3405, top1_acc: 0.4781, top5_acc: 0.6969, loss_cls: 2.3134, loss: 3.6540, grad_norm: 6.5402 2021-07-04 20:07:38,370 - mmaction - INFO - Epoch [40][3520/3757] lr: 1.000e-02, eta: 5 days, 3:38:43, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2696, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.1701, loss: 3.4397, grad_norm: 6.5238 2021-07-04 20:07:59,394 - mmaction - INFO - Epoch [40][3540/3757] lr: 1.000e-02, eta: 5 days, 3:38:20, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.3202, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2747, loss: 3.5949, grad_norm: 6.6452 2021-07-04 20:08:20,396 - mmaction - INFO - Epoch [40][3560/3757] lr: 1.000e-02, eta: 5 days, 3:37:57, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.3003, top1_acc: 0.5141, top5_acc: 0.7211, loss_cls: 2.2170, loss: 3.5173, grad_norm: 6.6698 2021-07-04 20:08:41,815 - mmaction - INFO - Epoch [40][3580/3757] lr: 1.000e-02, eta: 5 days, 3:37:36, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3062, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.2843, loss: 3.5905, grad_norm: 6.7984 2021-07-04 20:09:03,453 - mmaction - INFO - Epoch [40][3600/3757] lr: 1.000e-02, eta: 5 days, 3:37:14, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.3106, top1_acc: 0.4695, top5_acc: 0.7211, loss_cls: 2.3023, loss: 3.6129, grad_norm: 6.7158 2021-07-04 20:09:24,954 - mmaction - INFO - Epoch [40][3620/3757] lr: 1.000e-02, eta: 5 days, 3:36:53, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.3211, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2247, loss: 3.5458, grad_norm: 6.4738 2021-07-04 20:09:46,075 - mmaction - INFO - Epoch [40][3640/3757] lr: 1.000e-02, eta: 5 days, 3:36:30, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.3413, top1_acc: 0.4836, top5_acc: 0.7070, loss_cls: 2.3097, loss: 3.6509, grad_norm: 6.7378 2021-07-04 20:10:07,316 - mmaction - INFO - Epoch [40][3660/3757] lr: 1.000e-02, eta: 5 days, 3:36:08, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3382, top1_acc: 0.4680, top5_acc: 0.7047, loss_cls: 2.2948, loss: 3.6330, grad_norm: 6.5742 2021-07-04 20:10:28,600 - mmaction - INFO - Epoch [40][3680/3757] lr: 1.000e-02, eta: 5 days, 3:35:46, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3042, top1_acc: 0.4906, top5_acc: 0.7102, loss_cls: 2.2814, loss: 3.5856, grad_norm: 6.8045 2021-07-04 20:10:49,876 - mmaction - INFO - Epoch [40][3700/3757] lr: 1.000e-02, eta: 5 days, 3:35:23, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4852, top5_acc: 0.7023, loss_cls: 2.2830, loss: 3.6006, grad_norm: 6.5629 2021-07-04 20:11:11,205 - mmaction - INFO - Epoch [40][3720/3757] lr: 1.000e-02, eta: 5 days, 3:35:01, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.3086, top1_acc: 0.5070, top5_acc: 0.7070, loss_cls: 2.2700, loss: 3.5786, grad_norm: 6.6773 2021-07-04 20:11:32,130 - mmaction - INFO - Epoch [40][3740/3757] lr: 1.000e-02, eta: 5 days, 3:34:38, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2914, top1_acc: 0.4969, top5_acc: 0.7234, loss_cls: 2.2129, loss: 3.5042, grad_norm: 6.6403 2021-07-04 20:11:50,503 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-07-04 20:16:41,638 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-04 20:16:42,518 - mmaction - INFO - top1_acc 0.5890 top5_acc 0.8234 2021-07-04 20:16:42,518 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-04 20:16:42,553 - mmaction - INFO - mean_acc 0.5889 2021-07-04 20:16:42,562 - mmaction - INFO - Epoch(val) [40][310] top1_acc: 0.5890, top5_acc: 0.8234, mean_class_accuracy: 0.5889 2021-07-04 20:17:42,937 - mmaction - INFO - Epoch [41][20/3757] lr: 1.000e-02, eta: 5 days, 3:34:55, time: 3.018, data_time: 1.958, memory: 6921, loss_aux: 1.3251, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.2847, loss: 3.6097, grad_norm: 6.4635 2021-07-04 20:18:04,585 - mmaction - INFO - Epoch [41][40/3757] lr: 1.000e-02, eta: 5 days, 3:34:34, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.2813, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1352, loss: 3.4165, grad_norm: 6.3372 2021-07-04 20:18:25,564 - mmaction - INFO - Epoch [41][60/3757] lr: 1.000e-02, eta: 5 days, 3:34:10, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2395, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1277, loss: 3.3672, grad_norm: 6.5194 2021-07-04 20:18:46,776 - mmaction - INFO - Epoch [41][80/3757] lr: 1.000e-02, eta: 5 days, 3:33:48, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2931, top1_acc: 0.5039, top5_acc: 0.7281, loss_cls: 2.1981, loss: 3.4912, grad_norm: 6.5257 2021-07-04 20:19:07,814 - mmaction - INFO - Epoch [41][100/3757] lr: 1.000e-02, eta: 5 days, 3:33:25, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2973, top1_acc: 0.4930, top5_acc: 0.7141, loss_cls: 2.2690, loss: 3.5662, grad_norm: 6.6962 2021-07-04 20:19:28,858 - mmaction - INFO - Epoch [41][120/3757] lr: 1.000e-02, eta: 5 days, 3:33:02, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2974, top1_acc: 0.5008, top5_acc: 0.7273, loss_cls: 2.2074, loss: 3.5049, grad_norm: 6.3497 2021-07-04 20:19:49,764 - mmaction - INFO - Epoch [41][140/3757] lr: 1.000e-02, eta: 5 days, 3:32:39, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.3490, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2983, loss: 3.6472, grad_norm: 6.4973 2021-07-04 20:20:10,868 - mmaction - INFO - Epoch [41][160/3757] lr: 1.000e-02, eta: 5 days, 3:32:16, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2826, top1_acc: 0.5008, top5_acc: 0.7273, loss_cls: 2.2149, loss: 3.4975, grad_norm: 6.5893 2021-07-04 20:20:32,259 - mmaction - INFO - Epoch [41][180/3757] lr: 1.000e-02, eta: 5 days, 3:31:54, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.2742, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1492, loss: 3.4234, grad_norm: 6.6178 2021-07-04 20:20:53,521 - mmaction - INFO - Epoch [41][200/3757] lr: 1.000e-02, eta: 5 days, 3:31:32, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2868, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.2055, loss: 3.4923, grad_norm: 6.7708 2021-07-04 20:21:14,589 - mmaction - INFO - Epoch [41][220/3757] lr: 1.000e-02, eta: 5 days, 3:31:09, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2874, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.1835, loss: 3.4709, grad_norm: 6.7093 2021-07-04 20:21:36,549 - mmaction - INFO - Epoch [41][240/3757] lr: 1.000e-02, eta: 5 days, 3:30:49, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.2996, top1_acc: 0.4852, top5_acc: 0.7328, loss_cls: 2.2067, loss: 3.5063, grad_norm: 6.5921 2021-07-04 20:21:57,794 - mmaction - INFO - Epoch [41][260/3757] lr: 1.000e-02, eta: 5 days, 3:30:27, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 1.3034, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2393, loss: 3.5427, grad_norm: 6.6674 2021-07-04 20:22:18,959 - mmaction - INFO - Epoch [41][280/3757] lr: 1.000e-02, eta: 5 days, 3:30:04, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2909, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1536, loss: 3.4445, grad_norm: 6.7744 2021-07-04 20:22:39,906 - mmaction - INFO - Epoch [41][300/3757] lr: 1.000e-02, eta: 5 days, 3:29:41, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2842, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2303, loss: 3.5144, grad_norm: 6.5423 2021-07-04 20:23:00,938 - mmaction - INFO - Epoch [41][320/3757] lr: 1.000e-02, eta: 5 days, 3:29:18, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3215, top1_acc: 0.4750, top5_acc: 0.7273, loss_cls: 2.2732, loss: 3.5946, grad_norm: 6.7315 2021-07-04 20:23:22,006 - mmaction - INFO - Epoch [41][340/3757] lr: 1.000e-02, eta: 5 days, 3:28:55, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2777, top1_acc: 0.4891, top5_acc: 0.7398, loss_cls: 2.1963, loss: 3.4740, grad_norm: 6.6137 2021-07-04 20:23:43,295 - mmaction - INFO - Epoch [41][360/3757] lr: 1.000e-02, eta: 5 days, 3:28:33, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2702, top1_acc: 0.5156, top5_acc: 0.7383, loss_cls: 2.1836, loss: 3.4537, grad_norm: 6.4896 2021-07-04 20:24:04,329 - mmaction - INFO - Epoch [41][380/3757] lr: 1.000e-02, eta: 5 days, 3:28:10, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2696, top1_acc: 0.5164, top5_acc: 0.7328, loss_cls: 2.1263, loss: 3.3958, grad_norm: 6.5094 2021-07-04 20:24:26,103 - mmaction - INFO - Epoch [41][400/3757] lr: 1.000e-02, eta: 5 days, 3:27:49, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2941, top1_acc: 0.4914, top5_acc: 0.7203, loss_cls: 2.2400, loss: 3.5341, grad_norm: 6.6138 2021-07-04 20:24:47,177 - mmaction - INFO - Epoch [41][420/3757] lr: 1.000e-02, eta: 5 days, 3:27:27, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2820, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.1672, loss: 3.4491, grad_norm: 6.4492 2021-07-04 20:25:08,328 - mmaction - INFO - Epoch [41][440/3757] lr: 1.000e-02, eta: 5 days, 3:27:04, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3306, top1_acc: 0.4984, top5_acc: 0.7133, loss_cls: 2.2533, loss: 3.5839, grad_norm: 6.7509 2021-07-04 20:25:29,516 - mmaction - INFO - Epoch [41][460/3757] lr: 1.000e-02, eta: 5 days, 3:26:42, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5125, top5_acc: 0.7453, loss_cls: 2.1374, loss: 3.4085, grad_norm: 6.6067 2021-07-04 20:25:50,423 - mmaction - INFO - Epoch [41][480/3757] lr: 1.000e-02, eta: 5 days, 3:26:18, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2838, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.1947, loss: 3.4785, grad_norm: 6.6551 2021-07-04 20:26:11,574 - mmaction - INFO - Epoch [41][500/3757] lr: 1.000e-02, eta: 5 days, 3:25:56, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2683, top1_acc: 0.4914, top5_acc: 0.7516, loss_cls: 2.1731, loss: 3.4414, grad_norm: 6.7384 2021-07-04 20:26:32,743 - mmaction - INFO - Epoch [41][520/3757] lr: 1.000e-02, eta: 5 days, 3:25:33, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2883, top1_acc: 0.4883, top5_acc: 0.7242, loss_cls: 2.2219, loss: 3.5102, grad_norm: 6.5632 2021-07-04 20:26:54,583 - mmaction - INFO - Epoch [41][540/3757] lr: 1.000e-02, eta: 5 days, 3:25:13, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.3580, top1_acc: 0.4805, top5_acc: 0.7125, loss_cls: 2.3320, loss: 3.6900, grad_norm: 6.7551 2021-07-04 20:27:15,623 - mmaction - INFO - Epoch [41][560/3757] lr: 1.000e-02, eta: 5 days, 3:24:50, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2891, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2262, loss: 3.5154, grad_norm: 6.8346 2021-07-04 20:27:36,651 - mmaction - INFO - Epoch [41][580/3757] lr: 1.000e-02, eta: 5 days, 3:24:27, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.2979, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.2088, loss: 3.5066, grad_norm: 6.7576 2021-07-04 20:27:57,869 - mmaction - INFO - Epoch [41][600/3757] lr: 1.000e-02, eta: 5 days, 3:24:04, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3266, top1_acc: 0.4844, top5_acc: 0.7156, loss_cls: 2.2927, loss: 3.6193, grad_norm: 6.6080 2021-07-04 20:28:18,980 - mmaction - INFO - Epoch [41][620/3757] lr: 1.000e-02, eta: 5 days, 3:23:42, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2987, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.2185, loss: 3.5172, grad_norm: 6.5867 2021-07-04 20:28:40,299 - mmaction - INFO - Epoch [41][640/3757] lr: 1.000e-02, eta: 5 days, 3:23:20, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2702, top1_acc: 0.5141, top5_acc: 0.7297, loss_cls: 2.1579, loss: 3.4281, grad_norm: 6.4848 2021-07-04 20:29:01,446 - mmaction - INFO - Epoch [41][660/3757] lr: 1.000e-02, eta: 5 days, 3:22:57, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2756, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1729, loss: 3.4484, grad_norm: 6.5429 2021-07-04 20:29:22,484 - mmaction - INFO - Epoch [41][680/3757] lr: 1.000e-02, eta: 5 days, 3:22:34, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.2860, top1_acc: 0.5148, top5_acc: 0.7266, loss_cls: 2.1705, loss: 3.4565, grad_norm: 6.5934 2021-07-04 20:29:43,645 - mmaction - INFO - Epoch [41][700/3757] lr: 1.000e-02, eta: 5 days, 3:22:12, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2790, top1_acc: 0.4945, top5_acc: 0.7234, loss_cls: 2.2476, loss: 3.5266, grad_norm: 6.5820 2021-07-04 20:30:05,293 - mmaction - INFO - Epoch [41][720/3757] lr: 1.000e-02, eta: 5 days, 3:21:50, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.3188, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2244, loss: 3.5432, grad_norm: 6.6634 2021-07-04 20:30:26,528 - mmaction - INFO - Epoch [41][740/3757] lr: 1.000e-02, eta: 5 days, 3:21:28, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2786, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.1969, loss: 3.4755, grad_norm: 6.7685 2021-07-04 20:30:47,708 - mmaction - INFO - Epoch [41][760/3757] lr: 1.000e-02, eta: 5 days, 3:21:06, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3168, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.2524, loss: 3.5692, grad_norm: 6.6870 2021-07-04 20:31:08,887 - mmaction - INFO - Epoch [41][780/3757] lr: 1.000e-02, eta: 5 days, 3:20:43, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2318, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.1118, loss: 3.3436, grad_norm: 6.3744 2021-07-04 20:31:30,030 - mmaction - INFO - Epoch [41][800/3757] lr: 1.000e-02, eta: 5 days, 3:20:20, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2908, top1_acc: 0.4930, top5_acc: 0.7266, loss_cls: 2.2225, loss: 3.5134, grad_norm: 6.6332 2021-07-04 20:31:51,752 - mmaction - INFO - Epoch [41][820/3757] lr: 1.000e-02, eta: 5 days, 3:19:59, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.3365, top1_acc: 0.4727, top5_acc: 0.7008, loss_cls: 2.2976, loss: 3.6341, grad_norm: 6.7049 2021-07-04 20:32:12,812 - mmaction - INFO - Epoch [41][840/3757] lr: 1.000e-02, eta: 5 days, 3:19:37, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2222, top1_acc: 0.5211, top5_acc: 0.7453, loss_cls: 2.0759, loss: 3.2981, grad_norm: 6.5305 2021-07-04 20:32:34,280 - mmaction - INFO - Epoch [41][860/3757] lr: 1.000e-02, eta: 5 days, 3:19:15, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4836, top5_acc: 0.7430, loss_cls: 2.1744, loss: 3.4705, grad_norm: 6.6603 2021-07-04 20:32:55,277 - mmaction - INFO - Epoch [41][880/3757] lr: 1.000e-02, eta: 5 days, 3:18:52, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2770, top1_acc: 0.5094, top5_acc: 0.7266, loss_cls: 2.1747, loss: 3.4517, grad_norm: 6.5568 2021-07-04 20:33:16,435 - mmaction - INFO - Epoch [41][900/3757] lr: 1.000e-02, eta: 5 days, 3:18:29, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3322, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.2496, loss: 3.5818, grad_norm: 6.6823 2021-07-04 20:33:37,528 - mmaction - INFO - Epoch [41][920/3757] lr: 1.000e-02, eta: 5 days, 3:18:07, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.3288, top1_acc: 0.4914, top5_acc: 0.7023, loss_cls: 2.3075, loss: 3.6363, grad_norm: 6.7089 2021-07-04 20:33:58,541 - mmaction - INFO - Epoch [41][940/3757] lr: 1.000e-02, eta: 5 days, 3:17:44, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3111, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.2766, loss: 3.5878, grad_norm: 6.7256 2021-07-04 20:34:20,540 - mmaction - INFO - Epoch [41][960/3757] lr: 1.000e-02, eta: 5 days, 3:17:23, time: 1.099, data_time: 0.050, memory: 6921, loss_aux: 1.3163, top1_acc: 0.4953, top5_acc: 0.7203, loss_cls: 2.2625, loss: 3.5789, grad_norm: 6.6176 2021-07-04 20:34:41,835 - mmaction - INFO - Epoch [41][980/3757] lr: 1.000e-02, eta: 5 days, 3:17:01, time: 1.067, data_time: 0.018, memory: 6921, loss_aux: 1.2829, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.2400, loss: 3.5229, grad_norm: 6.5504 2021-07-04 20:35:02,899 - mmaction - INFO - Epoch [41][1000/3757] lr: 1.000e-02, eta: 5 days, 3:16:39, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3193, top1_acc: 0.4656, top5_acc: 0.7148, loss_cls: 2.2889, loss: 3.6082, grad_norm: 6.8698 2021-07-04 20:35:24,137 - mmaction - INFO - Epoch [41][1020/3757] lr: 1.000e-02, eta: 5 days, 3:16:16, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2724, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.1922, loss: 3.4646, grad_norm: 6.6534 2021-07-04 20:35:45,211 - mmaction - INFO - Epoch [41][1040/3757] lr: 1.000e-02, eta: 5 days, 3:15:53, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2660, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1590, loss: 3.4250, grad_norm: 6.6108 2021-07-04 20:36:06,193 - mmaction - INFO - Epoch [41][1060/3757] lr: 1.000e-02, eta: 5 days, 3:15:30, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.2948, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2415, loss: 3.5363, grad_norm: 6.6880 2021-07-04 20:36:27,281 - mmaction - INFO - Epoch [41][1080/3757] lr: 1.000e-02, eta: 5 days, 3:15:08, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3080, top1_acc: 0.5055, top5_acc: 0.7078, loss_cls: 2.2074, loss: 3.5155, grad_norm: 6.7987 2021-07-04 20:36:48,412 - mmaction - INFO - Epoch [41][1100/3757] lr: 1.000e-02, eta: 5 days, 3:14:45, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2792, top1_acc: 0.5047, top5_acc: 0.7203, loss_cls: 2.2315, loss: 3.5107, grad_norm: 6.5235 2021-07-04 20:37:09,615 - mmaction - INFO - Epoch [41][1120/3757] lr: 1.000e-02, eta: 5 days, 3:14:23, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3021, top1_acc: 0.4953, top5_acc: 0.7141, loss_cls: 2.2602, loss: 3.5623, grad_norm: 6.5283 2021-07-04 20:37:30,504 - mmaction - INFO - Epoch [41][1140/3757] lr: 1.000e-02, eta: 5 days, 3:13:59, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.3187, top1_acc: 0.4922, top5_acc: 0.7094, loss_cls: 2.2706, loss: 3.5893, grad_norm: 6.6153 2021-07-04 20:37:51,622 - mmaction - INFO - Epoch [41][1160/3757] lr: 1.000e-02, eta: 5 days, 3:13:37, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3186, top1_acc: 0.4789, top5_acc: 0.7094, loss_cls: 2.2939, loss: 3.6125, grad_norm: 6.7514 2021-07-04 20:38:12,760 - mmaction - INFO - Epoch [41][1180/3757] lr: 1.000e-02, eta: 5 days, 3:13:14, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2482, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1505, loss: 3.3987, grad_norm: 6.5714 2021-07-04 20:38:33,925 - mmaction - INFO - Epoch [41][1200/3757] lr: 1.000e-02, eta: 5 days, 3:12:52, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3039, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2406, loss: 3.5445, grad_norm: 6.5094 2021-07-04 20:38:54,926 - mmaction - INFO - Epoch [41][1220/3757] lr: 1.000e-02, eta: 5 days, 3:12:29, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1359, loss: 3.3929, grad_norm: 6.4930 2021-07-04 20:39:16,045 - mmaction - INFO - Epoch [41][1240/3757] lr: 1.000e-02, eta: 5 days, 3:12:06, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3193, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.2285, loss: 3.5478, grad_norm: 6.7483 2021-07-04 20:39:36,924 - mmaction - INFO - Epoch [41][1260/3757] lr: 1.000e-02, eta: 5 days, 3:11:43, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.3393, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.3346, loss: 3.6739, grad_norm: 6.7001 2021-07-04 20:39:57,991 - mmaction - INFO - Epoch [41][1280/3757] lr: 1.000e-02, eta: 5 days, 3:11:20, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3024, top1_acc: 0.5141, top5_acc: 0.7188, loss_cls: 2.2081, loss: 3.5105, grad_norm: 6.5761 2021-07-04 20:40:19,632 - mmaction - INFO - Epoch [41][1300/3757] lr: 1.000e-02, eta: 5 days, 3:10:59, time: 1.082, data_time: 0.024, memory: 6921, loss_aux: 1.3075, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2769, loss: 3.5843, grad_norm: 6.7218 2021-07-04 20:40:41,293 - mmaction - INFO - Epoch [41][1320/3757] lr: 1.000e-02, eta: 5 days, 3:10:38, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2692, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1911, loss: 3.4603, grad_norm: 6.6579 2021-07-04 20:41:02,260 - mmaction - INFO - Epoch [41][1340/3757] lr: 1.000e-02, eta: 5 days, 3:10:14, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.3197, top1_acc: 0.5039, top5_acc: 0.7180, loss_cls: 2.2597, loss: 3.5795, grad_norm: 6.5881 2021-07-04 20:41:23,232 - mmaction - INFO - Epoch [41][1360/3757] lr: 1.000e-02, eta: 5 days, 3:09:51, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2684, top1_acc: 0.5117, top5_acc: 0.7250, loss_cls: 2.1687, loss: 3.4371, grad_norm: 6.4884 2021-07-04 20:41:44,067 - mmaction - INFO - Epoch [41][1380/3757] lr: 1.000e-02, eta: 5 days, 3:09:28, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4852, top5_acc: 0.7156, loss_cls: 2.2453, loss: 3.5717, grad_norm: 6.5752 2021-07-04 20:42:05,252 - mmaction - INFO - Epoch [41][1400/3757] lr: 1.000e-02, eta: 5 days, 3:09:06, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.2716, loss: 3.5980, grad_norm: 6.7685 2021-07-04 20:42:26,403 - mmaction - INFO - Epoch [41][1420/3757] lr: 1.000e-02, eta: 5 days, 3:08:43, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3261, top1_acc: 0.4797, top5_acc: 0.7336, loss_cls: 2.2110, loss: 3.5372, grad_norm: 6.5514 2021-07-04 20:42:47,421 - mmaction - INFO - Epoch [41][1440/3757] lr: 1.000e-02, eta: 5 days, 3:08:20, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2892, top1_acc: 0.4867, top5_acc: 0.7445, loss_cls: 2.1797, loss: 3.4689, grad_norm: 6.6621 2021-07-04 20:43:08,585 - mmaction - INFO - Epoch [41][1460/3757] lr: 1.000e-02, eta: 5 days, 3:07:58, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2758, top1_acc: 0.5312, top5_acc: 0.7430, loss_cls: 2.1219, loss: 3.3977, grad_norm: 6.6990 2021-07-04 20:43:29,754 - mmaction - INFO - Epoch [41][1480/3757] lr: 1.000e-02, eta: 5 days, 3:07:35, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3038, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.2271, loss: 3.5309, grad_norm: 6.7261 2021-07-04 20:43:51,064 - mmaction - INFO - Epoch [41][1500/3757] lr: 1.000e-02, eta: 5 days, 3:07:13, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2162, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0229, loss: 3.2390, grad_norm: 6.5070 2021-07-04 20:44:12,142 - mmaction - INFO - Epoch [41][1520/3757] lr: 1.000e-02, eta: 5 days, 3:06:50, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3262, top1_acc: 0.4766, top5_acc: 0.7125, loss_cls: 2.2986, loss: 3.6248, grad_norm: 6.6744 2021-07-04 20:44:33,203 - mmaction - INFO - Epoch [41][1540/3757] lr: 1.000e-02, eta: 5 days, 3:06:27, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3131, top1_acc: 0.4641, top5_acc: 0.7188, loss_cls: 2.2910, loss: 3.6040, grad_norm: 6.7423 2021-07-04 20:44:55,281 - mmaction - INFO - Epoch [41][1560/3757] lr: 1.000e-02, eta: 5 days, 3:06:07, time: 1.107, data_time: 0.006, memory: 6921, loss_aux: 1.3194, top1_acc: 0.4844, top5_acc: 0.7336, loss_cls: 2.2191, loss: 3.5385, grad_norm: 6.5503 2021-07-04 20:45:16,566 - mmaction - INFO - Epoch [41][1580/3757] lr: 1.000e-02, eta: 5 days, 3:05:45, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.3038, top1_acc: 0.4859, top5_acc: 0.7312, loss_cls: 2.2328, loss: 3.5366, grad_norm: 6.7513 2021-07-04 20:45:37,963 - mmaction - INFO - Epoch [41][1600/3757] lr: 1.000e-02, eta: 5 days, 3:05:23, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3270, top1_acc: 0.4805, top5_acc: 0.7008, loss_cls: 2.2990, loss: 3.6259, grad_norm: 6.6024 2021-07-04 20:45:58,983 - mmaction - INFO - Epoch [41][1620/3757] lr: 1.000e-02, eta: 5 days, 3:05:00, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3157, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.2075, loss: 3.5232, grad_norm: 6.6855 2021-07-04 20:46:19,987 - mmaction - INFO - Epoch [41][1640/3757] lr: 1.000e-02, eta: 5 days, 3:04:37, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3159, top1_acc: 0.4867, top5_acc: 0.7164, loss_cls: 2.2361, loss: 3.5520, grad_norm: 6.6216 2021-07-04 20:46:41,936 - mmaction - INFO - Epoch [41][1660/3757] lr: 1.000e-02, eta: 5 days, 3:04:17, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.3300, top1_acc: 0.4727, top5_acc: 0.7219, loss_cls: 2.2460, loss: 3.5760, grad_norm: 6.8245 2021-07-04 20:47:03,081 - mmaction - INFO - Epoch [41][1680/3757] lr: 1.000e-02, eta: 5 days, 3:03:54, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2700, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1391, loss: 3.4091, grad_norm: 6.6125 2021-07-04 20:47:24,208 - mmaction - INFO - Epoch [41][1700/3757] lr: 1.000e-02, eta: 5 days, 3:03:32, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.3172, top1_acc: 0.4773, top5_acc: 0.7297, loss_cls: 2.2595, loss: 3.5767, grad_norm: 6.7982 2021-07-04 20:47:45,171 - mmaction - INFO - Epoch [41][1720/3757] lr: 1.000e-02, eta: 5 days, 3:03:09, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.3696, top1_acc: 0.4547, top5_acc: 0.7000, loss_cls: 2.3886, loss: 3.7582, grad_norm: 6.8928 2021-07-04 20:48:06,138 - mmaction - INFO - Epoch [41][1740/3757] lr: 1.000e-02, eta: 5 days, 3:02:46, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2441, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1418, loss: 3.3859, grad_norm: 6.6428 2021-07-04 20:48:27,227 - mmaction - INFO - Epoch [41][1760/3757] lr: 1.000e-02, eta: 5 days, 3:02:23, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3162, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2549, loss: 3.5711, grad_norm: 6.5721 2021-07-04 20:48:48,151 - mmaction - INFO - Epoch [41][1780/3757] lr: 1.000e-02, eta: 5 days, 3:02:00, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.3175, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.2075, loss: 3.5250, grad_norm: 6.6509 2021-07-04 20:49:09,154 - mmaction - INFO - Epoch [41][1800/3757] lr: 1.000e-02, eta: 5 days, 3:01:37, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3131, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2174, loss: 3.5305, grad_norm: 6.5832 2021-07-04 20:49:30,284 - mmaction - INFO - Epoch [41][1820/3757] lr: 1.000e-02, eta: 5 days, 3:01:14, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3291, top1_acc: 0.4844, top5_acc: 0.7133, loss_cls: 2.2811, loss: 3.6101, grad_norm: 6.7993 2021-07-04 20:49:51,544 - mmaction - INFO - Epoch [41][1840/3757] lr: 1.000e-02, eta: 5 days, 3:00:52, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2833, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1883, loss: 3.4716, grad_norm: 6.7707 2021-07-04 20:50:12,905 - mmaction - INFO - Epoch [41][1860/3757] lr: 1.000e-02, eta: 5 days, 3:00:30, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2812, top1_acc: 0.5141, top5_acc: 0.7297, loss_cls: 2.1716, loss: 3.4528, grad_norm: 6.4676 2021-07-04 20:50:34,013 - mmaction - INFO - Epoch [41][1880/3757] lr: 1.000e-02, eta: 5 days, 3:00:07, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3233, top1_acc: 0.4891, top5_acc: 0.7102, loss_cls: 2.2830, loss: 3.6063, grad_norm: 6.6962 2021-07-04 20:50:55,117 - mmaction - INFO - Epoch [41][1900/3757] lr: 1.000e-02, eta: 5 days, 2:59:45, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3414, top1_acc: 0.4797, top5_acc: 0.7180, loss_cls: 2.3071, loss: 3.6485, grad_norm: 6.7510 2021-07-04 20:51:16,454 - mmaction - INFO - Epoch [41][1920/3757] lr: 1.000e-02, eta: 5 days, 2:59:23, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.3366, top1_acc: 0.4969, top5_acc: 0.7195, loss_cls: 2.3084, loss: 3.6450, grad_norm: 6.6128 2021-07-04 20:51:37,665 - mmaction - INFO - Epoch [41][1940/3757] lr: 1.000e-02, eta: 5 days, 2:59:00, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3019, top1_acc: 0.4969, top5_acc: 0.7172, loss_cls: 2.2490, loss: 3.5510, grad_norm: 6.2830 2021-07-04 20:51:58,596 - mmaction - INFO - Epoch [41][1960/3757] lr: 1.000e-02, eta: 5 days, 2:58:37, time: 1.047, data_time: 0.007, memory: 6921, loss_aux: 1.2808, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.1753, loss: 3.4561, grad_norm: 6.5610 2021-07-04 20:52:20,275 - mmaction - INFO - Epoch [41][1980/3757] lr: 1.000e-02, eta: 5 days, 2:58:16, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.3082, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.2503, loss: 3.5585, grad_norm: 6.6877 2021-07-04 20:52:41,386 - mmaction - INFO - Epoch [41][2000/3757] lr: 1.000e-02, eta: 5 days, 2:57:53, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2721, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.1877, loss: 3.4598, grad_norm: 6.6111 2021-07-04 20:53:03,811 - mmaction - INFO - Epoch [41][2020/3757] lr: 1.000e-02, eta: 5 days, 2:57:34, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 1.3085, top1_acc: 0.5070, top5_acc: 0.7094, loss_cls: 2.2299, loss: 3.5384, grad_norm: 6.5393 2021-07-04 20:53:25,004 - mmaction - INFO - Epoch [41][2040/3757] lr: 1.000e-02, eta: 5 days, 2:57:12, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3179, top1_acc: 0.4992, top5_acc: 0.7188, loss_cls: 2.2329, loss: 3.5508, grad_norm: 6.4736 2021-07-04 20:53:46,016 - mmaction - INFO - Epoch [41][2060/3757] lr: 1.000e-02, eta: 5 days, 2:56:49, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3152, top1_acc: 0.4820, top5_acc: 0.6937, loss_cls: 2.3229, loss: 3.6381, grad_norm: 6.7052 2021-07-04 20:54:06,987 - mmaction - INFO - Epoch [41][2080/3757] lr: 1.000e-02, eta: 5 days, 2:56:26, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3365, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2812, loss: 3.6177, grad_norm: 6.5738 2021-07-04 20:54:28,167 - mmaction - INFO - Epoch [41][2100/3757] lr: 1.000e-02, eta: 5 days, 2:56:04, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3552, top1_acc: 0.4656, top5_acc: 0.7023, loss_cls: 2.3242, loss: 3.6794, grad_norm: 6.6485 2021-07-04 20:54:49,303 - mmaction - INFO - Epoch [41][2120/3757] lr: 1.000e-02, eta: 5 days, 2:55:41, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2667, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.1918, loss: 3.4586, grad_norm: 6.5469 2021-07-04 20:55:10,487 - mmaction - INFO - Epoch [41][2140/3757] lr: 1.000e-02, eta: 5 days, 2:55:18, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2874, top1_acc: 0.4969, top5_acc: 0.7172, loss_cls: 2.1712, loss: 3.4585, grad_norm: 6.3237 2021-07-04 20:55:31,759 - mmaction - INFO - Epoch [41][2160/3757] lr: 1.000e-02, eta: 5 days, 2:54:56, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2820, top1_acc: 0.4992, top5_acc: 0.7352, loss_cls: 2.1912, loss: 3.4731, grad_norm: 6.8305 2021-07-04 20:55:53,009 - mmaction - INFO - Epoch [41][2180/3757] lr: 1.000e-02, eta: 5 days, 2:54:34, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.2568, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1648, loss: 3.4216, grad_norm: 6.6209 2021-07-04 20:56:14,484 - mmaction - INFO - Epoch [41][2200/3757] lr: 1.000e-02, eta: 5 days, 2:54:12, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2761, top1_acc: 0.4906, top5_acc: 0.7383, loss_cls: 2.2110, loss: 3.4871, grad_norm: 6.7088 2021-07-04 20:56:35,691 - mmaction - INFO - Epoch [41][2220/3757] lr: 1.000e-02, eta: 5 days, 2:53:50, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2571, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1712, loss: 3.4283, grad_norm: 6.4721 2021-07-04 20:56:56,969 - mmaction - INFO - Epoch [41][2240/3757] lr: 1.000e-02, eta: 5 days, 2:53:28, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3044, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.2336, loss: 3.5380, grad_norm: 6.7102 2021-07-04 20:57:18,001 - mmaction - INFO - Epoch [41][2260/3757] lr: 1.000e-02, eta: 5 days, 2:53:05, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3149, top1_acc: 0.4953, top5_acc: 0.7125, loss_cls: 2.2762, loss: 3.5910, grad_norm: 6.5390 2021-07-04 20:57:39,088 - mmaction - INFO - Epoch [41][2280/3757] lr: 1.000e-02, eta: 5 days, 2:52:42, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.3244, top1_acc: 0.4969, top5_acc: 0.7234, loss_cls: 2.2709, loss: 3.5954, grad_norm: 6.7351 2021-07-04 20:58:00,743 - mmaction - INFO - Epoch [41][2300/3757] lr: 1.000e-02, eta: 5 days, 2:52:21, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.3242, top1_acc: 0.4852, top5_acc: 0.7133, loss_cls: 2.2602, loss: 3.5844, grad_norm: 6.5490 2021-07-04 20:58:22,240 - mmaction - INFO - Epoch [41][2320/3757] lr: 1.000e-02, eta: 5 days, 2:51:59, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2798, top1_acc: 0.4820, top5_acc: 0.7383, loss_cls: 2.2227, loss: 3.5025, grad_norm: 6.8000 2021-07-04 20:58:43,316 - mmaction - INFO - Epoch [41][2340/3757] lr: 1.000e-02, eta: 5 days, 2:51:37, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2959, top1_acc: 0.5172, top5_acc: 0.7367, loss_cls: 2.1697, loss: 3.4656, grad_norm: 6.5679 2021-07-04 20:59:04,346 - mmaction - INFO - Epoch [41][2360/3757] lr: 1.000e-02, eta: 5 days, 2:51:14, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2903, top1_acc: 0.5039, top5_acc: 0.7227, loss_cls: 2.1983, loss: 3.4886, grad_norm: 6.5298 2021-07-04 20:59:26,788 - mmaction - INFO - Epoch [41][2380/3757] lr: 1.000e-02, eta: 5 days, 2:50:55, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 1.2857, top1_acc: 0.4836, top5_acc: 0.7250, loss_cls: 2.2425, loss: 3.5282, grad_norm: 6.5666 2021-07-04 20:59:47,773 - mmaction - INFO - Epoch [41][2400/3757] lr: 1.000e-02, eta: 5 days, 2:50:32, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2524, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.1107, loss: 3.3631, grad_norm: 6.5896 2021-07-04 21:00:08,826 - mmaction - INFO - Epoch [41][2420/3757] lr: 1.000e-02, eta: 5 days, 2:50:09, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3392, top1_acc: 0.5008, top5_acc: 0.7125, loss_cls: 2.3273, loss: 3.6664, grad_norm: 6.7298 2021-07-04 21:00:29,917 - mmaction - INFO - Epoch [41][2440/3757] lr: 1.000e-02, eta: 5 days, 2:49:46, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3665, top1_acc: 0.4578, top5_acc: 0.7133, loss_cls: 2.3612, loss: 3.7278, grad_norm: 6.7505 2021-07-04 21:00:52,294 - mmaction - INFO - Epoch [41][2460/3757] lr: 1.000e-02, eta: 5 days, 2:49:27, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.2675, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1335, loss: 3.4010, grad_norm: 6.4137 2021-07-04 21:01:13,160 - mmaction - INFO - Epoch [41][2480/3757] lr: 1.000e-02, eta: 5 days, 2:49:04, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 1.2794, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2106, loss: 3.4900, grad_norm: 6.5273 2021-07-04 21:01:34,169 - mmaction - INFO - Epoch [41][2500/3757] lr: 1.000e-02, eta: 5 days, 2:48:41, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3167, top1_acc: 0.4852, top5_acc: 0.7164, loss_cls: 2.2852, loss: 3.6018, grad_norm: 6.5507 2021-07-04 21:01:55,341 - mmaction - INFO - Epoch [41][2520/3757] lr: 1.000e-02, eta: 5 days, 2:48:18, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3416, top1_acc: 0.4836, top5_acc: 0.7086, loss_cls: 2.3059, loss: 3.6475, grad_norm: 6.6276 2021-07-04 21:02:16,462 - mmaction - INFO - Epoch [41][2540/3757] lr: 1.000e-02, eta: 5 days, 2:47:56, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2483, top1_acc: 0.5227, top5_acc: 0.7641, loss_cls: 2.0799, loss: 3.3282, grad_norm: 6.4684 2021-07-04 21:02:37,696 - mmaction - INFO - Epoch [41][2560/3757] lr: 1.000e-02, eta: 5 days, 2:47:33, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2836, top1_acc: 0.5047, top5_acc: 0.7281, loss_cls: 2.2110, loss: 3.4946, grad_norm: 6.5873 2021-07-04 21:02:59,043 - mmaction - INFO - Epoch [41][2580/3757] lr: 1.000e-02, eta: 5 days, 2:47:11, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2812, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.2328, loss: 3.5140, grad_norm: 6.7333 2021-07-04 21:03:20,703 - mmaction - INFO - Epoch [41][2600/3757] lr: 1.000e-02, eta: 5 days, 2:46:50, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.3332, top1_acc: 0.4859, top5_acc: 0.7141, loss_cls: 2.2737, loss: 3.6069, grad_norm: 6.7671 2021-07-04 21:03:41,746 - mmaction - INFO - Epoch [41][2620/3757] lr: 1.000e-02, eta: 5 days, 2:46:27, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3195, top1_acc: 0.4680, top5_acc: 0.7258, loss_cls: 2.2617, loss: 3.5812, grad_norm: 6.7392 2021-07-04 21:04:02,828 - mmaction - INFO - Epoch [41][2640/3757] lr: 1.000e-02, eta: 5 days, 2:46:05, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3159, top1_acc: 0.4680, top5_acc: 0.7156, loss_cls: 2.3076, loss: 3.6235, grad_norm: 6.6226 2021-07-04 21:04:23,805 - mmaction - INFO - Epoch [41][2660/3757] lr: 1.000e-02, eta: 5 days, 2:45:42, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2741, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.2102, loss: 3.4843, grad_norm: 6.4460 2021-07-04 21:04:45,070 - mmaction - INFO - Epoch [41][2680/3757] lr: 1.000e-02, eta: 5 days, 2:45:19, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.2315, loss: 3.5276, grad_norm: 6.6247 2021-07-04 21:05:06,208 - mmaction - INFO - Epoch [41][2700/3757] lr: 1.000e-02, eta: 5 days, 2:44:57, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2974, top1_acc: 0.4914, top5_acc: 0.7367, loss_cls: 2.2414, loss: 3.5388, grad_norm: 6.8432 2021-07-04 21:05:27,304 - mmaction - INFO - Epoch [41][2720/3757] lr: 1.000e-02, eta: 5 days, 2:44:34, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2764, top1_acc: 0.4875, top5_acc: 0.7273, loss_cls: 2.2103, loss: 3.4868, grad_norm: 6.5492 2021-07-04 21:05:48,757 - mmaction - INFO - Epoch [41][2740/3757] lr: 1.000e-02, eta: 5 days, 2:44:12, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.2807, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.1876, loss: 3.4682, grad_norm: 6.5913 2021-07-04 21:06:09,811 - mmaction - INFO - Epoch [41][2760/3757] lr: 1.000e-02, eta: 5 days, 2:43:50, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2836, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.2094, loss: 3.4930, grad_norm: 6.6800 2021-07-04 21:06:30,746 - mmaction - INFO - Epoch [41][2780/3757] lr: 1.000e-02, eta: 5 days, 2:43:26, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2775, top1_acc: 0.5008, top5_acc: 0.7469, loss_cls: 2.1579, loss: 3.4353, grad_norm: 6.6744 2021-07-04 21:06:53,064 - mmaction - INFO - Epoch [41][2800/3757] lr: 1.000e-02, eta: 5 days, 2:43:07, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2710, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.2148, loss: 3.4858, grad_norm: 6.5152 2021-07-04 21:07:14,641 - mmaction - INFO - Epoch [41][2820/3757] lr: 1.000e-02, eta: 5 days, 2:42:46, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.3538, top1_acc: 0.4766, top5_acc: 0.7047, loss_cls: 2.3521, loss: 3.7060, grad_norm: 6.5303 2021-07-04 21:07:35,567 - mmaction - INFO - Epoch [41][2840/3757] lr: 1.000e-02, eta: 5 days, 2:42:22, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.2846, top1_acc: 0.4930, top5_acc: 0.7133, loss_cls: 2.1847, loss: 3.4692, grad_norm: 6.3247 2021-07-04 21:07:56,790 - mmaction - INFO - Epoch [41][2860/3757] lr: 1.000e-02, eta: 5 days, 2:42:00, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.2655, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1642, loss: 3.4297, grad_norm: 6.6038 2021-07-04 21:08:17,976 - mmaction - INFO - Epoch [41][2880/3757] lr: 1.000e-02, eta: 5 days, 2:41:38, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3352, top1_acc: 0.4656, top5_acc: 0.7164, loss_cls: 2.2992, loss: 3.6344, grad_norm: 6.5897 2021-07-04 21:08:39,857 - mmaction - INFO - Epoch [41][2900/3757] lr: 1.000e-02, eta: 5 days, 2:41:17, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.3240, top1_acc: 0.4766, top5_acc: 0.7063, loss_cls: 2.2870, loss: 3.6110, grad_norm: 6.5861 2021-07-04 21:09:00,861 - mmaction - INFO - Epoch [41][2920/3757] lr: 1.000e-02, eta: 5 days, 2:40:54, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3306, top1_acc: 0.4828, top5_acc: 0.7094, loss_cls: 2.2778, loss: 3.6084, grad_norm: 6.4117 2021-07-04 21:09:21,867 - mmaction - INFO - Epoch [41][2940/3757] lr: 1.000e-02, eta: 5 days, 2:40:31, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2485, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.1018, loss: 3.3503, grad_norm: 6.3408 2021-07-04 21:09:42,854 - mmaction - INFO - Epoch [41][2960/3757] lr: 1.000e-02, eta: 5 days, 2:40:08, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2882, top1_acc: 0.5016, top5_acc: 0.7141, loss_cls: 2.2050, loss: 3.4933, grad_norm: 6.6790 2021-07-04 21:10:04,118 - mmaction - INFO - Epoch [41][2980/3757] lr: 1.000e-02, eta: 5 days, 2:39:46, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2997, top1_acc: 0.5102, top5_acc: 0.7258, loss_cls: 2.1888, loss: 3.4885, grad_norm: 6.5931 2021-07-04 21:10:25,601 - mmaction - INFO - Epoch [41][3000/3757] lr: 1.000e-02, eta: 5 days, 2:39:25, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.3332, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2545, loss: 3.5878, grad_norm: 6.9877 2021-07-04 21:10:46,712 - mmaction - INFO - Epoch [41][3020/3757] lr: 1.000e-02, eta: 5 days, 2:39:02, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2757, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1940, loss: 3.4698, grad_norm: 6.7413 2021-07-04 21:11:07,764 - mmaction - INFO - Epoch [41][3040/3757] lr: 1.000e-02, eta: 5 days, 2:38:39, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.3496, top1_acc: 0.4742, top5_acc: 0.7219, loss_cls: 2.3378, loss: 3.6875, grad_norm: 6.7970 2021-07-04 21:11:29,195 - mmaction - INFO - Epoch [41][3060/3757] lr: 1.000e-02, eta: 5 days, 2:38:17, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3153, top1_acc: 0.4734, top5_acc: 0.7227, loss_cls: 2.2723, loss: 3.5876, grad_norm: 6.7725 2021-07-04 21:11:50,489 - mmaction - INFO - Epoch [41][3080/3757] lr: 1.000e-02, eta: 5 days, 2:37:55, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.2846, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2415, loss: 3.5261, grad_norm: 6.6459 2021-07-04 21:12:11,592 - mmaction - INFO - Epoch [41][3100/3757] lr: 1.000e-02, eta: 5 days, 2:37:33, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2885, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.2233, loss: 3.5118, grad_norm: 6.5399 2021-07-04 21:12:32,643 - mmaction - INFO - Epoch [41][3120/3757] lr: 1.000e-02, eta: 5 days, 2:37:10, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5039, top5_acc: 0.7547, loss_cls: 2.1146, loss: 3.3713, grad_norm: 6.5145 2021-07-04 21:12:53,680 - mmaction - INFO - Epoch [41][3140/3757] lr: 1.000e-02, eta: 5 days, 2:36:47, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3113, top1_acc: 0.5000, top5_acc: 0.7266, loss_cls: 2.2384, loss: 3.5497, grad_norm: 6.6567 2021-07-04 21:13:15,116 - mmaction - INFO - Epoch [41][3160/3757] lr: 1.000e-02, eta: 5 days, 2:36:25, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.2958, top1_acc: 0.4953, top5_acc: 0.7266, loss_cls: 2.2368, loss: 3.5325, grad_norm: 6.7235 2021-07-04 21:13:36,273 - mmaction - INFO - Epoch [41][3180/3757] lr: 1.000e-02, eta: 5 days, 2:36:03, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.3167, top1_acc: 0.4711, top5_acc: 0.7234, loss_cls: 2.2930, loss: 3.6097, grad_norm: 6.7718 2021-07-04 21:13:58,183 - mmaction - INFO - Epoch [41][3200/3757] lr: 1.000e-02, eta: 5 days, 2:35:42, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.3125, top1_acc: 0.4836, top5_acc: 0.7383, loss_cls: 2.2196, loss: 3.5320, grad_norm: 6.7953 2021-07-04 21:14:19,383 - mmaction - INFO - Epoch [41][3220/3757] lr: 1.000e-02, eta: 5 days, 2:35:20, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2766, top1_acc: 0.4992, top5_acc: 0.7281, loss_cls: 2.2297, loss: 3.5063, grad_norm: 6.7622 2021-07-04 21:14:40,777 - mmaction - INFO - Epoch [41][3240/3757] lr: 1.000e-02, eta: 5 days, 2:34:58, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2801, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.1874, loss: 3.4675, grad_norm: 6.6108 2021-07-04 21:15:02,545 - mmaction - INFO - Epoch [41][3260/3757] lr: 1.000e-02, eta: 5 days, 2:34:37, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.3109, top1_acc: 0.4797, top5_acc: 0.7250, loss_cls: 2.2779, loss: 3.5887, grad_norm: 6.6804 2021-07-04 21:15:23,591 - mmaction - INFO - Epoch [41][3280/3757] lr: 1.000e-02, eta: 5 days, 2:34:14, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3669, top1_acc: 0.4680, top5_acc: 0.7063, loss_cls: 2.3608, loss: 3.7277, grad_norm: 6.7477 2021-07-04 21:15:44,934 - mmaction - INFO - Epoch [41][3300/3757] lr: 1.000e-02, eta: 5 days, 2:33:52, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2455, top1_acc: 0.5273, top5_acc: 0.7406, loss_cls: 2.1369, loss: 3.3824, grad_norm: 6.3778 2021-07-04 21:16:05,866 - mmaction - INFO - Epoch [41][3320/3757] lr: 1.000e-02, eta: 5 days, 2:33:29, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3391, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.2787, loss: 3.6178, grad_norm: 6.6504 2021-07-04 21:16:26,938 - mmaction - INFO - Epoch [41][3340/3757] lr: 1.000e-02, eta: 5 days, 2:33:06, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.3015, top1_acc: 0.4891, top5_acc: 0.7117, loss_cls: 2.2586, loss: 3.5601, grad_norm: 6.6986 2021-07-04 21:16:48,124 - mmaction - INFO - Epoch [41][3360/3757] lr: 1.000e-02, eta: 5 days, 2:32:44, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2886, top1_acc: 0.5070, top5_acc: 0.7289, loss_cls: 2.1945, loss: 3.4832, grad_norm: 6.4595 2021-07-04 21:17:09,072 - mmaction - INFO - Epoch [41][3380/3757] lr: 1.000e-02, eta: 5 days, 2:32:21, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.2747, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1668, loss: 3.4415, grad_norm: 6.7231 2021-07-04 21:17:30,288 - mmaction - INFO - Epoch [41][3400/3757] lr: 1.000e-02, eta: 5 days, 2:31:58, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3375, top1_acc: 0.4922, top5_acc: 0.7102, loss_cls: 2.3045, loss: 3.6419, grad_norm: 6.5908 2021-07-04 21:17:51,982 - mmaction - INFO - Epoch [41][3420/3757] lr: 1.000e-02, eta: 5 days, 2:31:37, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.2823, top1_acc: 0.4844, top5_acc: 0.7258, loss_cls: 2.2201, loss: 3.5024, grad_norm: 6.6333 2021-07-04 21:18:13,322 - mmaction - INFO - Epoch [41][3440/3757] lr: 1.000e-02, eta: 5 days, 2:31:15, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3534, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.3043, loss: 3.6577, grad_norm: 6.5222 2021-07-04 21:18:35,312 - mmaction - INFO - Epoch [41][3460/3757] lr: 1.000e-02, eta: 5 days, 2:30:55, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 1.2780, top1_acc: 0.5008, top5_acc: 0.7242, loss_cls: 2.1983, loss: 3.4763, grad_norm: 6.4328 2021-07-04 21:18:56,341 - mmaction - INFO - Epoch [41][3480/3757] lr: 1.000e-02, eta: 5 days, 2:30:32, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3007, top1_acc: 0.4805, top5_acc: 0.7250, loss_cls: 2.2612, loss: 3.5619, grad_norm: 6.5395 2021-07-04 21:19:17,507 - mmaction - INFO - Epoch [41][3500/3757] lr: 1.000e-02, eta: 5 days, 2:30:10, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3355, top1_acc: 0.4797, top5_acc: 0.7016, loss_cls: 2.3416, loss: 3.6771, grad_norm: 6.6271 2021-07-04 21:19:38,644 - mmaction - INFO - Epoch [41][3520/3757] lr: 1.000e-02, eta: 5 days, 2:29:47, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3232, top1_acc: 0.4984, top5_acc: 0.7078, loss_cls: 2.2546, loss: 3.5777, grad_norm: 6.5246 2021-07-04 21:20:00,014 - mmaction - INFO - Epoch [41][3540/3757] lr: 1.000e-02, eta: 5 days, 2:29:25, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.2934, top1_acc: 0.5086, top5_acc: 0.7312, loss_cls: 2.1814, loss: 3.4748, grad_norm: 6.4547 2021-07-04 21:20:21,053 - mmaction - INFO - Epoch [41][3560/3757] lr: 1.000e-02, eta: 5 days, 2:29:02, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2947, top1_acc: 0.4805, top5_acc: 0.7281, loss_cls: 2.2505, loss: 3.5452, grad_norm: 6.6182 2021-07-04 21:20:42,291 - mmaction - INFO - Epoch [41][3580/3757] lr: 1.000e-02, eta: 5 days, 2:28:40, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2723, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.1888, loss: 3.4611, grad_norm: 6.4646 2021-07-04 21:21:03,270 - mmaction - INFO - Epoch [41][3600/3757] lr: 1.000e-02, eta: 5 days, 2:28:17, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2869, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2270, loss: 3.5140, grad_norm: 6.5887 2021-07-04 21:21:24,681 - mmaction - INFO - Epoch [41][3620/3757] lr: 1.000e-02, eta: 5 days, 2:27:55, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3069, top1_acc: 0.4797, top5_acc: 0.7320, loss_cls: 2.2706, loss: 3.5775, grad_norm: 6.6149 2021-07-04 21:21:45,933 - mmaction - INFO - Epoch [41][3640/3757] lr: 1.000e-02, eta: 5 days, 2:27:33, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3332, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2726, loss: 3.6058, grad_norm: 6.6021 2021-07-04 21:22:07,477 - mmaction - INFO - Epoch [41][3660/3757] lr: 1.000e-02, eta: 5 days, 2:27:12, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.3348, top1_acc: 0.4906, top5_acc: 0.6992, loss_cls: 2.3079, loss: 3.6427, grad_norm: 6.6727 2021-07-04 21:22:28,522 - mmaction - INFO - Epoch [41][3680/3757] lr: 1.000e-02, eta: 5 days, 2:26:49, time: 1.052, data_time: 0.008, memory: 6921, loss_aux: 1.3077, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2274, loss: 3.5350, grad_norm: 6.5857 2021-07-04 21:22:50,497 - mmaction - INFO - Epoch [41][3700/3757] lr: 1.000e-02, eta: 5 days, 2:26:29, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2717, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1836, loss: 3.4553, grad_norm: 6.4779 2021-07-04 21:23:11,544 - mmaction - INFO - Epoch [41][3720/3757] lr: 1.000e-02, eta: 5 days, 2:26:06, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3262, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.2618, loss: 3.5879, grad_norm: 6.6499 2021-07-04 21:23:32,712 - mmaction - INFO - Epoch [41][3740/3757] lr: 1.000e-02, eta: 5 days, 2:25:43, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3145, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.2328, loss: 3.5473, grad_norm: 6.4681 2021-07-04 21:23:51,290 - mmaction - INFO - Saving checkpoint at 41 epochs 2021-07-04 21:24:54,464 - mmaction - INFO - Epoch [42][20/3757] lr: 1.000e-02, eta: 5 days, 2:26:01, time: 3.080, data_time: 2.057, memory: 6921, loss_aux: 1.2729, top1_acc: 0.5148, top5_acc: 0.7328, loss_cls: 2.1422, loss: 3.4152, grad_norm: 6.5080 2021-07-04 21:25:15,417 - mmaction - INFO - Epoch [42][40/3757] lr: 1.000e-02, eta: 5 days, 2:25:38, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.2751, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.1484, loss: 3.4235, grad_norm: 6.6609 2021-07-04 21:25:36,790 - mmaction - INFO - Epoch [42][60/3757] lr: 1.000e-02, eta: 5 days, 2:25:16, time: 1.068, data_time: 0.035, memory: 6921, loss_aux: 1.2823, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.1761, loss: 3.4584, grad_norm: 6.7202 2021-07-04 21:25:57,893 - mmaction - INFO - Epoch [42][80/3757] lr: 1.000e-02, eta: 5 days, 2:24:53, time: 1.054, data_time: 0.010, memory: 6921, loss_aux: 1.2192, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 2.0542, loss: 3.2735, grad_norm: 6.5372 2021-07-04 21:26:18,659 - mmaction - INFO - Epoch [42][100/3757] lr: 1.000e-02, eta: 5 days, 2:24:30, time: 1.039, data_time: 0.005, memory: 6921, loss_aux: 1.2220, top1_acc: 0.5117, top5_acc: 0.7359, loss_cls: 2.1141, loss: 3.3361, grad_norm: 6.4565 2021-07-04 21:26:39,469 - mmaction - INFO - Epoch [42][120/3757] lr: 1.000e-02, eta: 5 days, 2:24:07, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.2964, top1_acc: 0.5008, top5_acc: 0.7195, loss_cls: 2.2140, loss: 3.5105, grad_norm: 6.5292 2021-07-04 21:27:01,090 - mmaction - INFO - Epoch [42][140/3757] lr: 1.000e-02, eta: 5 days, 2:23:45, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2861, top1_acc: 0.5172, top5_acc: 0.7273, loss_cls: 2.2004, loss: 3.4865, grad_norm: 6.6227 2021-07-04 21:27:22,405 - mmaction - INFO - Epoch [42][160/3757] lr: 1.000e-02, eta: 5 days, 2:23:23, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3009, top1_acc: 0.4781, top5_acc: 0.7305, loss_cls: 2.2303, loss: 3.5312, grad_norm: 6.6580 2021-07-04 21:27:43,557 - mmaction - INFO - Epoch [42][180/3757] lr: 1.000e-02, eta: 5 days, 2:23:01, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2509, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1446, loss: 3.3955, grad_norm: 6.5543 2021-07-04 21:28:05,969 - mmaction - INFO - Epoch [42][200/3757] lr: 1.000e-02, eta: 5 days, 2:22:42, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 1.2938, top1_acc: 0.4766, top5_acc: 0.7336, loss_cls: 2.2335, loss: 3.5273, grad_norm: 6.6936 2021-07-04 21:28:26,797 - mmaction - INFO - Epoch [42][220/3757] lr: 1.000e-02, eta: 5 days, 2:22:18, time: 1.039, data_time: 0.001, memory: 6921, loss_aux: 1.2338, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.0838, loss: 3.3175, grad_norm: 6.3957 2021-07-04 21:28:47,737 - mmaction - INFO - Epoch [42][240/3757] lr: 1.000e-02, eta: 5 days, 2:21:55, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2931, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.2038, loss: 3.4970, grad_norm: 6.6384 2021-07-04 21:29:09,102 - mmaction - INFO - Epoch [42][260/3757] lr: 1.000e-02, eta: 5 days, 2:21:33, time: 1.070, data_time: 0.021, memory: 6921, loss_aux: 1.2745, top1_acc: 0.5227, top5_acc: 0.7539, loss_cls: 2.1150, loss: 3.3895, grad_norm: 6.5501 2021-07-04 21:29:30,456 - mmaction - INFO - Epoch [42][280/3757] lr: 1.000e-02, eta: 5 days, 2:21:11, time: 1.068, data_time: 0.020, memory: 6921, loss_aux: 1.2784, top1_acc: 0.5102, top5_acc: 0.7242, loss_cls: 2.2005, loss: 3.4789, grad_norm: 6.7781 2021-07-04 21:29:51,705 - mmaction - INFO - Epoch [42][300/3757] lr: 1.000e-02, eta: 5 days, 2:20:49, time: 1.062, data_time: 0.012, memory: 6921, loss_aux: 1.3173, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2312, loss: 3.5486, grad_norm: 6.6294 2021-07-04 21:30:12,806 - mmaction - INFO - Epoch [42][320/3757] lr: 1.000e-02, eta: 5 days, 2:20:26, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2635, top1_acc: 0.5070, top5_acc: 0.7156, loss_cls: 2.1807, loss: 3.4442, grad_norm: 6.4489 2021-07-04 21:30:34,026 - mmaction - INFO - Epoch [42][340/3757] lr: 1.000e-02, eta: 5 days, 2:20:04, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.1978, loss: 3.4939, grad_norm: 6.4907 2021-07-04 21:30:54,939 - mmaction - INFO - Epoch [42][360/3757] lr: 1.000e-02, eta: 5 days, 2:19:41, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2996, top1_acc: 0.5000, top5_acc: 0.7266, loss_cls: 2.2156, loss: 3.5152, grad_norm: 6.4433 2021-07-04 21:31:16,299 - mmaction - INFO - Epoch [42][380/3757] lr: 1.000e-02, eta: 5 days, 2:19:19, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2872, top1_acc: 0.4797, top5_acc: 0.7461, loss_cls: 2.2266, loss: 3.5138, grad_norm: 6.7475 2021-07-04 21:31:37,378 - mmaction - INFO - Epoch [42][400/3757] lr: 1.000e-02, eta: 5 days, 2:18:56, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2942, top1_acc: 0.4961, top5_acc: 0.7211, loss_cls: 2.2504, loss: 3.5446, grad_norm: 6.6338 2021-07-04 21:31:58,380 - mmaction - INFO - Epoch [42][420/3757] lr: 1.000e-02, eta: 5 days, 2:18:33, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2975, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1862, loss: 3.4837, grad_norm: 6.5632 2021-07-04 21:32:19,496 - mmaction - INFO - Epoch [42][440/3757] lr: 1.000e-02, eta: 5 days, 2:18:10, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3082, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.2967, loss: 3.6049, grad_norm: 6.8485 2021-07-04 21:32:41,940 - mmaction - INFO - Epoch [42][460/3757] lr: 1.000e-02, eta: 5 days, 2:17:51, time: 1.123, data_time: 0.002, memory: 6921, loss_aux: 1.2893, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2263, loss: 3.5156, grad_norm: 6.4189 2021-07-04 21:33:02,746 - mmaction - INFO - Epoch [42][480/3757] lr: 1.000e-02, eta: 5 days, 2:17:28, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.2870, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1987, loss: 3.4857, grad_norm: 6.6428 2021-07-04 21:33:23,959 - mmaction - INFO - Epoch [42][500/3757] lr: 1.000e-02, eta: 5 days, 2:17:06, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2938, top1_acc: 0.5023, top5_acc: 0.7195, loss_cls: 2.2294, loss: 3.5232, grad_norm: 6.4556 2021-07-04 21:33:45,017 - mmaction - INFO - Epoch [42][520/3757] lr: 1.000e-02, eta: 5 days, 2:16:43, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3287, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.2990, loss: 3.6277, grad_norm: 6.5413 2021-07-04 21:34:06,326 - mmaction - INFO - Epoch [42][540/3757] lr: 1.000e-02, eta: 5 days, 2:16:21, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3134, top1_acc: 0.4859, top5_acc: 0.7266, loss_cls: 2.2402, loss: 3.5536, grad_norm: 6.5634 2021-07-04 21:34:27,376 - mmaction - INFO - Epoch [42][560/3757] lr: 1.000e-02, eta: 5 days, 2:15:58, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3090, top1_acc: 0.5016, top5_acc: 0.7273, loss_cls: 2.2561, loss: 3.5650, grad_norm: 6.9060 2021-07-04 21:34:48,608 - mmaction - INFO - Epoch [42][580/3757] lr: 1.000e-02, eta: 5 days, 2:15:36, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2694, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.1534, loss: 3.4228, grad_norm: 6.6850 2021-07-04 21:35:09,803 - mmaction - INFO - Epoch [42][600/3757] lr: 1.000e-02, eta: 5 days, 2:15:13, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2046, loss: 3.5015, grad_norm: 6.4215 2021-07-04 21:35:30,943 - mmaction - INFO - Epoch [42][620/3757] lr: 1.000e-02, eta: 5 days, 2:14:51, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3279, top1_acc: 0.5008, top5_acc: 0.7141, loss_cls: 2.2727, loss: 3.6005, grad_norm: 6.5682 2021-07-04 21:35:52,065 - mmaction - INFO - Epoch [42][640/3757] lr: 1.000e-02, eta: 5 days, 2:14:28, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.3197, top1_acc: 0.4945, top5_acc: 0.7195, loss_cls: 2.2389, loss: 3.5585, grad_norm: 6.6758 2021-07-04 21:36:13,269 - mmaction - INFO - Epoch [42][660/3757] lr: 1.000e-02, eta: 5 days, 2:14:06, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2712, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.2037, loss: 3.4748, grad_norm: 6.5213 2021-07-04 21:36:34,806 - mmaction - INFO - Epoch [42][680/3757] lr: 1.000e-02, eta: 5 days, 2:13:44, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2982, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2444, loss: 3.5426, grad_norm: 6.5761 2021-07-04 21:36:56,143 - mmaction - INFO - Epoch [42][700/3757] lr: 1.000e-02, eta: 5 days, 2:13:22, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.2867, top1_acc: 0.5078, top5_acc: 0.7266, loss_cls: 2.2294, loss: 3.5161, grad_norm: 6.7723 2021-07-04 21:37:17,146 - mmaction - INFO - Epoch [42][720/3757] lr: 1.000e-02, eta: 5 days, 2:12:59, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3223, top1_acc: 0.4969, top5_acc: 0.7266, loss_cls: 2.2423, loss: 3.5646, grad_norm: 6.6700 2021-07-04 21:37:38,004 - mmaction - INFO - Epoch [42][740/3757] lr: 1.000e-02, eta: 5 days, 2:12:36, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.2304, top1_acc: 0.5273, top5_acc: 0.7469, loss_cls: 2.0857, loss: 3.3161, grad_norm: 6.5624 2021-07-04 21:37:59,258 - mmaction - INFO - Epoch [42][760/3757] lr: 1.000e-02, eta: 5 days, 2:12:14, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2674, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1510, loss: 3.4184, grad_norm: 6.7281 2021-07-04 21:38:20,280 - mmaction - INFO - Epoch [42][780/3757] lr: 1.000e-02, eta: 5 days, 2:11:51, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2755, top1_acc: 0.5078, top5_acc: 0.7312, loss_cls: 2.1664, loss: 3.4419, grad_norm: 6.6216 2021-07-04 21:38:41,688 - mmaction - INFO - Epoch [42][800/3757] lr: 1.000e-02, eta: 5 days, 2:11:29, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2984, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.2145, loss: 3.5129, grad_norm: 6.5345 2021-07-04 21:39:02,909 - mmaction - INFO - Epoch [42][820/3757] lr: 1.000e-02, eta: 5 days, 2:11:07, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2935, top1_acc: 0.4922, top5_acc: 0.7023, loss_cls: 2.2576, loss: 3.5512, grad_norm: 6.6696 2021-07-04 21:39:24,310 - mmaction - INFO - Epoch [42][840/3757] lr: 1.000e-02, eta: 5 days, 2:10:45, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 1.3227, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.2207, loss: 3.5434, grad_norm: 6.6468 2021-07-04 21:39:46,069 - mmaction - INFO - Epoch [42][860/3757] lr: 1.000e-02, eta: 5 days, 2:10:24, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.3063, top1_acc: 0.4695, top5_acc: 0.7195, loss_cls: 2.2607, loss: 3.5671, grad_norm: 6.7307 2021-07-04 21:40:08,025 - mmaction - INFO - Epoch [42][880/3757] lr: 1.000e-02, eta: 5 days, 2:10:04, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.2624, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.1152, loss: 3.3776, grad_norm: 6.7055 2021-07-04 21:40:28,790 - mmaction - INFO - Epoch [42][900/3757] lr: 1.000e-02, eta: 5 days, 2:09:40, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.3109, top1_acc: 0.4719, top5_acc: 0.7227, loss_cls: 2.2702, loss: 3.5811, grad_norm: 6.7274 2021-07-04 21:40:50,010 - mmaction - INFO - Epoch [42][920/3757] lr: 1.000e-02, eta: 5 days, 2:09:18, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2933, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.1902, loss: 3.4835, grad_norm: 6.6203 2021-07-04 21:41:11,110 - mmaction - INFO - Epoch [42][940/3757] lr: 1.000e-02, eta: 5 days, 2:08:55, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2765, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2408, loss: 3.5173, grad_norm: 6.6952 2021-07-04 21:41:32,802 - mmaction - INFO - Epoch [42][960/3757] lr: 1.000e-02, eta: 5 days, 2:08:34, time: 1.086, data_time: 0.006, memory: 6921, loss_aux: 1.2894, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1830, loss: 3.4723, grad_norm: 6.6511 2021-07-04 21:41:54,114 - mmaction - INFO - Epoch [42][980/3757] lr: 1.000e-02, eta: 5 days, 2:08:12, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2836, top1_acc: 0.4922, top5_acc: 0.7211, loss_cls: 2.2164, loss: 3.5000, grad_norm: 6.8482 2021-07-04 21:42:15,209 - mmaction - INFO - Epoch [42][1000/3757] lr: 1.000e-02, eta: 5 days, 2:07:49, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2798, top1_acc: 0.4859, top5_acc: 0.7367, loss_cls: 2.2001, loss: 3.4798, grad_norm: 6.6009 2021-07-04 21:42:36,183 - mmaction - INFO - Epoch [42][1020/3757] lr: 1.000e-02, eta: 5 days, 2:07:26, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2743, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1661, loss: 3.4404, grad_norm: 6.6500 2021-07-04 21:42:57,315 - mmaction - INFO - Epoch [42][1040/3757] lr: 1.000e-02, eta: 5 days, 2:07:04, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2963, top1_acc: 0.5102, top5_acc: 0.7273, loss_cls: 2.1942, loss: 3.4905, grad_norm: 6.6607 2021-07-04 21:43:18,670 - mmaction - INFO - Epoch [42][1060/3757] lr: 1.000e-02, eta: 5 days, 2:06:42, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2840, top1_acc: 0.4883, top5_acc: 0.7094, loss_cls: 2.2380, loss: 3.5220, grad_norm: 6.5493 2021-07-04 21:43:40,049 - mmaction - INFO - Epoch [42][1080/3757] lr: 1.000e-02, eta: 5 days, 2:06:20, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2766, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.1874, loss: 3.4640, grad_norm: 6.6144 2021-07-04 21:44:01,066 - mmaction - INFO - Epoch [42][1100/3757] lr: 1.000e-02, eta: 5 days, 2:05:57, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2925, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.2290, loss: 3.5216, grad_norm: 6.7940 2021-07-04 21:44:22,180 - mmaction - INFO - Epoch [42][1120/3757] lr: 1.000e-02, eta: 5 days, 2:05:34, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.3145, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.2197, loss: 3.5342, grad_norm: 6.8089 2021-07-04 21:44:43,445 - mmaction - INFO - Epoch [42][1140/3757] lr: 1.000e-02, eta: 5 days, 2:05:12, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2858, top1_acc: 0.4945, top5_acc: 0.7172, loss_cls: 2.2181, loss: 3.5039, grad_norm: 6.5256 2021-07-04 21:45:05,519 - mmaction - INFO - Epoch [42][1160/3757] lr: 1.000e-02, eta: 5 days, 2:04:52, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.3035, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.2381, loss: 3.5416, grad_norm: 6.5846 2021-07-04 21:45:26,428 - mmaction - INFO - Epoch [42][1180/3757] lr: 1.000e-02, eta: 5 days, 2:04:29, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.2992, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2504, loss: 3.5496, grad_norm: 6.5831 2021-07-04 21:45:47,523 - mmaction - INFO - Epoch [42][1200/3757] lr: 1.000e-02, eta: 5 days, 2:04:06, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3097, top1_acc: 0.5047, top5_acc: 0.7211, loss_cls: 2.2345, loss: 3.5443, grad_norm: 6.5373 2021-07-04 21:46:08,561 - mmaction - INFO - Epoch [42][1220/3757] lr: 1.000e-02, eta: 5 days, 2:03:43, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2948, top1_acc: 0.5172, top5_acc: 0.7305, loss_cls: 2.1763, loss: 3.4711, grad_norm: 6.5765 2021-07-04 21:46:29,766 - mmaction - INFO - Epoch [42][1240/3757] lr: 1.000e-02, eta: 5 days, 2:03:21, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.2813, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1977, loss: 3.4790, grad_norm: 6.5890 2021-07-04 21:46:51,175 - mmaction - INFO - Epoch [42][1260/3757] lr: 1.000e-02, eta: 5 days, 2:02:59, time: 1.070, data_time: 0.036, memory: 6921, loss_aux: 1.3081, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.2324, loss: 3.5405, grad_norm: 6.6407 2021-07-04 21:47:12,744 - mmaction - INFO - Epoch [42][1280/3757] lr: 1.000e-02, eta: 5 days, 2:02:38, time: 1.077, data_time: 0.033, memory: 6921, loss_aux: 1.3250, top1_acc: 0.4836, top5_acc: 0.7188, loss_cls: 2.2922, loss: 3.6172, grad_norm: 6.8038 2021-07-04 21:47:33,642 - mmaction - INFO - Epoch [42][1300/3757] lr: 1.000e-02, eta: 5 days, 2:02:15, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.2445, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1208, loss: 3.3652, grad_norm: 6.5776 2021-07-04 21:47:54,761 - mmaction - INFO - Epoch [42][1320/3757] lr: 1.000e-02, eta: 5 days, 2:01:52, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2863, top1_acc: 0.4844, top5_acc: 0.7383, loss_cls: 2.2076, loss: 3.4939, grad_norm: 6.7684 2021-07-04 21:48:15,856 - mmaction - INFO - Epoch [42][1340/3757] lr: 1.000e-02, eta: 5 days, 2:01:29, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2743, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1524, loss: 3.4266, grad_norm: 6.7796 2021-07-04 21:48:36,740 - mmaction - INFO - Epoch [42][1360/3757] lr: 1.000e-02, eta: 5 days, 2:01:06, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.2825, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.1840, loss: 3.4665, grad_norm: 6.7077 2021-07-04 21:48:58,629 - mmaction - INFO - Epoch [42][1380/3757] lr: 1.000e-02, eta: 5 days, 2:00:46, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.3147, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2675, loss: 3.5822, grad_norm: 6.7781 2021-07-04 21:49:19,781 - mmaction - INFO - Epoch [42][1400/3757] lr: 1.000e-02, eta: 5 days, 2:00:23, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3283, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2747, loss: 3.6030, grad_norm: 6.7268 2021-07-04 21:49:40,930 - mmaction - INFO - Epoch [42][1420/3757] lr: 1.000e-02, eta: 5 days, 2:00:01, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3363, top1_acc: 0.4781, top5_acc: 0.7250, loss_cls: 2.2656, loss: 3.6018, grad_norm: 6.7507 2021-07-04 21:50:02,201 - mmaction - INFO - Epoch [42][1440/3757] lr: 1.000e-02, eta: 5 days, 1:59:38, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2698, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.1993, loss: 3.4691, grad_norm: 6.5104 2021-07-04 21:50:23,322 - mmaction - INFO - Epoch [42][1460/3757] lr: 1.000e-02, eta: 5 days, 1:59:16, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2714, top1_acc: 0.5141, top5_acc: 0.7273, loss_cls: 2.1940, loss: 3.4654, grad_norm: 6.5663 2021-07-04 21:50:44,597 - mmaction - INFO - Epoch [42][1480/3757] lr: 1.000e-02, eta: 5 days, 1:58:54, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2881, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.2001, loss: 3.4882, grad_norm: 6.6865 2021-07-04 21:51:05,627 - mmaction - INFO - Epoch [42][1500/3757] lr: 1.000e-02, eta: 5 days, 1:58:31, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2996, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.2464, loss: 3.5460, grad_norm: 6.5441 2021-07-04 21:51:26,774 - mmaction - INFO - Epoch [42][1520/3757] lr: 1.000e-02, eta: 5 days, 1:58:08, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3005, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.2149, loss: 3.5154, grad_norm: 6.5991 2021-07-04 21:51:47,723 - mmaction - INFO - Epoch [42][1540/3757] lr: 1.000e-02, eta: 5 days, 1:57:45, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3086, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.1894, loss: 3.4981, grad_norm: 6.7103 2021-07-04 21:52:08,959 - mmaction - INFO - Epoch [42][1560/3757] lr: 1.000e-02, eta: 5 days, 1:57:23, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3018, top1_acc: 0.4859, top5_acc: 0.7148, loss_cls: 2.2545, loss: 3.5562, grad_norm: 6.7960 2021-07-04 21:52:30,070 - mmaction - INFO - Epoch [42][1580/3757] lr: 1.000e-02, eta: 5 days, 1:57:00, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2860, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1855, loss: 3.4715, grad_norm: 6.5819 2021-07-04 21:52:51,063 - mmaction - INFO - Epoch [42][1600/3757] lr: 1.000e-02, eta: 5 days, 1:56:37, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2922, top1_acc: 0.4789, top5_acc: 0.7289, loss_cls: 2.2121, loss: 3.5042, grad_norm: 6.5972 2021-07-04 21:53:12,302 - mmaction - INFO - Epoch [42][1620/3757] lr: 1.000e-02, eta: 5 days, 1:56:15, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2308, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.1263, loss: 3.3571, grad_norm: 6.6195 2021-07-04 21:53:34,089 - mmaction - INFO - Epoch [42][1640/3757] lr: 1.000e-02, eta: 5 days, 1:55:54, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.2359, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.1240, loss: 3.3599, grad_norm: 6.4031 2021-07-04 21:53:55,269 - mmaction - INFO - Epoch [42][1660/3757] lr: 1.000e-02, eta: 5 days, 1:55:32, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2900, top1_acc: 0.4914, top5_acc: 0.7180, loss_cls: 2.2188, loss: 3.5088, grad_norm: 6.5875 2021-07-04 21:54:16,345 - mmaction - INFO - Epoch [42][1680/3757] lr: 1.000e-02, eta: 5 days, 1:55:09, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3327, top1_acc: 0.4695, top5_acc: 0.7133, loss_cls: 2.2979, loss: 3.6306, grad_norm: 6.7401 2021-07-04 21:54:37,778 - mmaction - INFO - Epoch [42][1700/3757] lr: 1.000e-02, eta: 5 days, 1:54:47, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.3107, top1_acc: 0.5016, top5_acc: 0.7227, loss_cls: 2.2247, loss: 3.5354, grad_norm: 6.5942 2021-07-04 21:54:58,666 - mmaction - INFO - Epoch [42][1720/3757] lr: 1.000e-02, eta: 5 days, 1:54:24, time: 1.042, data_time: 0.005, memory: 6921, loss_aux: 1.2556, top1_acc: 0.4867, top5_acc: 0.7461, loss_cls: 2.1638, loss: 3.4195, grad_norm: 6.6053 2021-07-04 21:55:19,758 - mmaction - INFO - Epoch [42][1740/3757] lr: 1.000e-02, eta: 5 days, 1:54:02, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.3031, top1_acc: 0.4977, top5_acc: 0.7242, loss_cls: 2.2323, loss: 3.5353, grad_norm: 6.5818 2021-07-04 21:55:40,962 - mmaction - INFO - Epoch [42][1760/3757] lr: 1.000e-02, eta: 5 days, 1:53:39, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.2835, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1686, loss: 3.4520, grad_norm: 6.6517 2021-07-04 21:56:01,955 - mmaction - INFO - Epoch [42][1780/3757] lr: 1.000e-02, eta: 5 days, 1:53:16, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3242, top1_acc: 0.4898, top5_acc: 0.7234, loss_cls: 2.2397, loss: 3.5639, grad_norm: 6.7246 2021-07-04 21:56:23,366 - mmaction - INFO - Epoch [42][1800/3757] lr: 1.000e-02, eta: 5 days, 1:52:54, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2557, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1475, loss: 3.4033, grad_norm: 6.7388 2021-07-04 21:56:45,018 - mmaction - INFO - Epoch [42][1820/3757] lr: 1.000e-02, eta: 5 days, 1:52:33, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2998, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.2136, loss: 3.5134, grad_norm: 6.6423 2021-07-04 21:57:06,530 - mmaction - INFO - Epoch [42][1840/3757] lr: 1.000e-02, eta: 5 days, 1:52:12, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2792, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1639, loss: 3.4431, grad_norm: 6.5725 2021-07-04 21:57:27,606 - mmaction - INFO - Epoch [42][1860/3757] lr: 1.000e-02, eta: 5 days, 1:51:49, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2346, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1083, loss: 3.3429, grad_norm: 6.4812 2021-07-04 21:57:48,870 - mmaction - INFO - Epoch [42][1880/3757] lr: 1.000e-02, eta: 5 days, 1:51:27, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3060, top1_acc: 0.5039, top5_acc: 0.7242, loss_cls: 2.2204, loss: 3.5263, grad_norm: 6.7743 2021-07-04 21:58:09,862 - mmaction - INFO - Epoch [42][1900/3757] lr: 1.000e-02, eta: 5 days, 1:51:04, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2858, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1505, loss: 3.4362, grad_norm: 6.6974 2021-07-04 21:58:30,956 - mmaction - INFO - Epoch [42][1920/3757] lr: 1.000e-02, eta: 5 days, 1:50:41, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2857, top1_acc: 0.4953, top5_acc: 0.7250, loss_cls: 2.2263, loss: 3.5120, grad_norm: 6.7485 2021-07-04 21:58:52,090 - mmaction - INFO - Epoch [42][1940/3757] lr: 1.000e-02, eta: 5 days, 1:50:19, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3313, top1_acc: 0.4813, top5_acc: 0.7016, loss_cls: 2.3279, loss: 3.6592, grad_norm: 6.5593 2021-07-04 21:59:13,191 - mmaction - INFO - Epoch [42][1960/3757] lr: 1.000e-02, eta: 5 days, 1:49:56, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2905, top1_acc: 0.4844, top5_acc: 0.7148, loss_cls: 2.2479, loss: 3.5384, grad_norm: 6.4927 2021-07-04 21:59:34,335 - mmaction - INFO - Epoch [42][1980/3757] lr: 1.000e-02, eta: 5 days, 1:49:34, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2894, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1886, loss: 3.4780, grad_norm: 6.5441 2021-07-04 21:59:55,449 - mmaction - INFO - Epoch [42][2000/3757] lr: 1.000e-02, eta: 5 days, 1:49:11, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5117, top5_acc: 0.7492, loss_cls: 2.1579, loss: 3.4332, grad_norm: 6.5415 2021-07-04 22:00:16,637 - mmaction - INFO - Epoch [42][2020/3757] lr: 1.000e-02, eta: 5 days, 1:48:49, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3087, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3136, loss: 3.6222, grad_norm: 6.6829 2021-07-04 22:00:37,709 - mmaction - INFO - Epoch [42][2040/3757] lr: 1.000e-02, eta: 5 days, 1:48:26, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3118, top1_acc: 0.4875, top5_acc: 0.7164, loss_cls: 2.2767, loss: 3.5885, grad_norm: 6.5645 2021-07-04 22:00:58,712 - mmaction - INFO - Epoch [42][2060/3757] lr: 1.000e-02, eta: 5 days, 1:48:03, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3621, top1_acc: 0.4695, top5_acc: 0.7164, loss_cls: 2.3062, loss: 3.6683, grad_norm: 6.7298 2021-07-04 22:01:19,796 - mmaction - INFO - Epoch [42][2080/3757] lr: 1.000e-02, eta: 5 days, 1:47:40, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2986, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2462, loss: 3.5448, grad_norm: 6.5967 2021-07-04 22:01:41,072 - mmaction - INFO - Epoch [42][2100/3757] lr: 1.000e-02, eta: 5 days, 1:47:18, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2983, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2325, loss: 3.5308, grad_norm: 6.5554 2021-07-04 22:02:02,460 - mmaction - INFO - Epoch [42][2120/3757] lr: 1.000e-02, eta: 5 days, 1:46:56, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.3527, top1_acc: 0.4750, top5_acc: 0.6937, loss_cls: 2.3457, loss: 3.6984, grad_norm: 6.7430 2021-07-04 22:02:23,534 - mmaction - INFO - Epoch [42][2140/3757] lr: 1.000e-02, eta: 5 days, 1:46:34, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3580, top1_acc: 0.4602, top5_acc: 0.7078, loss_cls: 2.3646, loss: 3.7226, grad_norm: 6.6246 2021-07-04 22:02:44,574 - mmaction - INFO - Epoch [42][2160/3757] lr: 1.000e-02, eta: 5 days, 1:46:11, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.2584, top1_acc: 0.4922, top5_acc: 0.7430, loss_cls: 2.1683, loss: 3.4267, grad_norm: 6.4721 2021-07-04 22:03:05,604 - mmaction - INFO - Epoch [42][2180/3757] lr: 1.000e-02, eta: 5 days, 1:45:48, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3115, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2245, loss: 3.5361, grad_norm: 6.7571 2021-07-04 22:03:26,540 - mmaction - INFO - Epoch [42][2200/3757] lr: 1.000e-02, eta: 5 days, 1:45:25, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3434, top1_acc: 0.4883, top5_acc: 0.7141, loss_cls: 2.2582, loss: 3.6016, grad_norm: 6.7793 2021-07-04 22:03:47,611 - mmaction - INFO - Epoch [42][2220/3757] lr: 1.000e-02, eta: 5 days, 1:45:02, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2996, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2342, loss: 3.5338, grad_norm: 6.7753 2021-07-04 22:04:08,634 - mmaction - INFO - Epoch [42][2240/3757] lr: 1.000e-02, eta: 5 days, 1:44:39, time: 1.053, data_time: 0.013, memory: 6921, loss_aux: 1.3231, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2466, loss: 3.5697, grad_norm: 6.5951 2021-07-04 22:04:30,721 - mmaction - INFO - Epoch [42][2260/3757] lr: 1.000e-02, eta: 5 days, 1:44:19, time: 1.105, data_time: 0.039, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1443, loss: 3.4025, grad_norm: 6.5741 2021-07-04 22:04:51,620 - mmaction - INFO - Epoch [42][2280/3757] lr: 1.000e-02, eta: 5 days, 1:43:56, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.2978, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.2054, loss: 3.5031, grad_norm: 6.8211 2021-07-04 22:05:12,515 - mmaction - INFO - Epoch [42][2300/3757] lr: 1.000e-02, eta: 5 days, 1:43:33, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.2579, top1_acc: 0.5008, top5_acc: 0.7359, loss_cls: 2.1692, loss: 3.4271, grad_norm: 6.4846 2021-07-04 22:05:33,698 - mmaction - INFO - Epoch [42][2320/3757] lr: 1.000e-02, eta: 5 days, 1:43:11, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2928, top1_acc: 0.5016, top5_acc: 0.7164, loss_cls: 2.2170, loss: 3.5097, grad_norm: 6.6216 2021-07-04 22:05:55,065 - mmaction - INFO - Epoch [42][2340/3757] lr: 1.000e-02, eta: 5 days, 1:42:49, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2573, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.1330, loss: 3.3903, grad_norm: 6.4616 2021-07-04 22:06:15,881 - mmaction - INFO - Epoch [42][2360/3757] lr: 1.000e-02, eta: 5 days, 1:42:25, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.3015, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.3057, loss: 3.6072, grad_norm: 6.8093 2021-07-04 22:06:37,039 - mmaction - INFO - Epoch [42][2380/3757] lr: 1.000e-02, eta: 5 days, 1:42:03, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3023, top1_acc: 0.4734, top5_acc: 0.7266, loss_cls: 2.3170, loss: 3.6193, grad_norm: 6.9035 2021-07-04 22:06:58,260 - mmaction - INFO - Epoch [42][2400/3757] lr: 1.000e-02, eta: 5 days, 1:41:41, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2947, top1_acc: 0.5016, top5_acc: 0.7242, loss_cls: 2.2062, loss: 3.5009, grad_norm: 6.5934 2021-07-04 22:07:19,805 - mmaction - INFO - Epoch [42][2420/3757] lr: 1.000e-02, eta: 5 days, 1:41:19, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.2676, top1_acc: 0.5047, top5_acc: 0.7523, loss_cls: 2.1170, loss: 3.3846, grad_norm: 6.5151 2021-07-04 22:07:40,835 - mmaction - INFO - Epoch [42][2440/3757] lr: 1.000e-02, eta: 5 days, 1:40:56, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2802, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1450, loss: 3.4253, grad_norm: 6.4292 2021-07-04 22:08:01,917 - mmaction - INFO - Epoch [42][2460/3757] lr: 1.000e-02, eta: 5 days, 1:40:34, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3346, top1_acc: 0.4852, top5_acc: 0.7102, loss_cls: 2.3112, loss: 3.6459, grad_norm: 6.6237 2021-07-04 22:08:23,052 - mmaction - INFO - Epoch [42][2480/3757] lr: 1.000e-02, eta: 5 days, 1:40:11, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2934, top1_acc: 0.4813, top5_acc: 0.7234, loss_cls: 2.2525, loss: 3.5458, grad_norm: 6.6818 2021-07-04 22:08:44,533 - mmaction - INFO - Epoch [42][2500/3757] lr: 1.000e-02, eta: 5 days, 1:39:49, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2911, top1_acc: 0.4953, top5_acc: 0.7375, loss_cls: 2.2031, loss: 3.4942, grad_norm: 6.6983 2021-07-04 22:09:05,415 - mmaction - INFO - Epoch [42][2520/3757] lr: 1.000e-02, eta: 5 days, 1:39:26, time: 1.047, data_time: 0.007, memory: 6921, loss_aux: 1.2654, top1_acc: 0.4930, top5_acc: 0.7445, loss_cls: 2.1707, loss: 3.4361, grad_norm: 6.5952 2021-07-04 22:09:26,395 - mmaction - INFO - Epoch [42][2540/3757] lr: 1.000e-02, eta: 5 days, 1:39:03, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2739, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.1896, loss: 3.4636, grad_norm: 6.6611 2021-07-04 22:09:47,753 - mmaction - INFO - Epoch [42][2560/3757] lr: 1.000e-02, eta: 5 days, 1:38:41, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.2296, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.0940, loss: 3.3237, grad_norm: 6.3766 2021-07-04 22:10:08,891 - mmaction - INFO - Epoch [42][2580/3757] lr: 1.000e-02, eta: 5 days, 1:38:19, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2875, top1_acc: 0.4750, top5_acc: 0.7227, loss_cls: 2.2449, loss: 3.5324, grad_norm: 6.5704 2021-07-04 22:10:31,114 - mmaction - INFO - Epoch [42][2600/3757] lr: 1.000e-02, eta: 5 days, 1:37:59, time: 1.111, data_time: 0.005, memory: 6921, loss_aux: 1.2475, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.1526, loss: 3.4002, grad_norm: 6.6324 2021-07-04 22:10:53,048 - mmaction - INFO - Epoch [42][2620/3757] lr: 1.000e-02, eta: 5 days, 1:37:39, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5109, top5_acc: 0.7336, loss_cls: 2.1993, loss: 3.4575, grad_norm: 6.7249 2021-07-04 22:11:13,931 - mmaction - INFO - Epoch [42][2640/3757] lr: 1.000e-02, eta: 5 days, 1:37:16, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.3226, top1_acc: 0.4805, top5_acc: 0.7227, loss_cls: 2.2286, loss: 3.5512, grad_norm: 6.7030 2021-07-04 22:11:34,805 - mmaction - INFO - Epoch [42][2660/3757] lr: 1.000e-02, eta: 5 days, 1:36:52, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.2871, top1_acc: 0.5008, top5_acc: 0.7359, loss_cls: 2.1737, loss: 3.4608, grad_norm: 6.5212 2021-07-04 22:11:56,025 - mmaction - INFO - Epoch [42][2680/3757] lr: 1.000e-02, eta: 5 days, 1:36:30, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3086, top1_acc: 0.4938, top5_acc: 0.7164, loss_cls: 2.1969, loss: 3.5055, grad_norm: 6.4369 2021-07-04 22:12:17,064 - mmaction - INFO - Epoch [42][2700/3757] lr: 1.000e-02, eta: 5 days, 1:36:07, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2581, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.2133, loss: 3.4714, grad_norm: 6.4706 2021-07-04 22:12:38,484 - mmaction - INFO - Epoch [42][2720/3757] lr: 1.000e-02, eta: 5 days, 1:35:45, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2796, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.2052, loss: 3.4848, grad_norm: 6.5378 2021-07-04 22:13:00,315 - mmaction - INFO - Epoch [42][2740/3757] lr: 1.000e-02, eta: 5 days, 1:35:25, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2578, top1_acc: 0.5133, top5_acc: 0.7352, loss_cls: 2.1278, loss: 3.3856, grad_norm: 6.5631 2021-07-04 22:13:21,317 - mmaction - INFO - Epoch [42][2760/3757] lr: 1.000e-02, eta: 5 days, 1:35:02, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2927, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.1734, loss: 3.4661, grad_norm: 6.6946 2021-07-04 22:13:42,473 - mmaction - INFO - Epoch [42][2780/3757] lr: 1.000e-02, eta: 5 days, 1:34:39, time: 1.061, data_time: 0.009, memory: 6921, loss_aux: 1.2825, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1995, loss: 3.4820, grad_norm: 6.7094 2021-07-04 22:14:03,624 - mmaction - INFO - Epoch [42][2800/3757] lr: 1.000e-02, eta: 5 days, 1:34:17, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3342, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2758, loss: 3.6100, grad_norm: 6.6022 2021-07-04 22:14:24,395 - mmaction - INFO - Epoch [42][2820/3757] lr: 1.000e-02, eta: 5 days, 1:33:53, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 1.3147, top1_acc: 0.4820, top5_acc: 0.7453, loss_cls: 2.2362, loss: 3.5508, grad_norm: 6.6288 2021-07-04 22:14:45,589 - mmaction - INFO - Epoch [42][2840/3757] lr: 1.000e-02, eta: 5 days, 1:33:31, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.2870, top1_acc: 0.5047, top5_acc: 0.7242, loss_cls: 2.2066, loss: 3.4936, grad_norm: 6.4674 2021-07-04 22:15:06,799 - mmaction - INFO - Epoch [42][2860/3757] lr: 1.000e-02, eta: 5 days, 1:33:09, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3270, top1_acc: 0.4875, top5_acc: 0.7102, loss_cls: 2.3002, loss: 3.6272, grad_norm: 6.7056 2021-07-04 22:15:27,995 - mmaction - INFO - Epoch [42][2880/3757] lr: 1.000e-02, eta: 5 days, 1:32:46, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3148, top1_acc: 0.5086, top5_acc: 0.7164, loss_cls: 2.2447, loss: 3.5595, grad_norm: 6.7156 2021-07-04 22:15:49,169 - mmaction - INFO - Epoch [42][2900/3757] lr: 1.000e-02, eta: 5 days, 1:32:24, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2741, loss: 3.6005, grad_norm: 6.7439 2021-07-04 22:16:11,201 - mmaction - INFO - Epoch [42][2920/3757] lr: 1.000e-02, eta: 5 days, 1:32:04, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4820, top5_acc: 0.7219, loss_cls: 2.2307, loss: 3.5571, grad_norm: 6.7944 2021-07-04 22:16:32,262 - mmaction - INFO - Epoch [42][2940/3757] lr: 1.000e-02, eta: 5 days, 1:31:41, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3197, top1_acc: 0.4734, top5_acc: 0.7164, loss_cls: 2.2626, loss: 3.5823, grad_norm: 6.5905 2021-07-04 22:16:53,198 - mmaction - INFO - Epoch [42][2960/3757] lr: 1.000e-02, eta: 5 days, 1:31:18, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3318, top1_acc: 0.4828, top5_acc: 0.7086, loss_cls: 2.3010, loss: 3.6328, grad_norm: 6.6670 2021-07-04 22:17:14,373 - mmaction - INFO - Epoch [42][2980/3757] lr: 1.000e-02, eta: 5 days, 1:30:56, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2405, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1320, loss: 3.3724, grad_norm: 6.5901 2021-07-04 22:17:35,908 - mmaction - INFO - Epoch [42][3000/3757] lr: 1.000e-02, eta: 5 days, 1:30:34, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3120, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.2526, loss: 3.5646, grad_norm: 6.5728 2021-07-04 22:17:56,771 - mmaction - INFO - Epoch [42][3020/3757] lr: 1.000e-02, eta: 5 days, 1:30:11, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.2868, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.2106, loss: 3.4974, grad_norm: 6.7226 2021-07-04 22:18:18,229 - mmaction - INFO - Epoch [42][3040/3757] lr: 1.000e-02, eta: 5 days, 1:29:49, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.3169, top1_acc: 0.4922, top5_acc: 0.7117, loss_cls: 2.2363, loss: 3.5533, grad_norm: 6.6038 2021-07-04 22:18:40,233 - mmaction - INFO - Epoch [42][3060/3757] lr: 1.000e-02, eta: 5 days, 1:29:29, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2297, top1_acc: 0.5273, top5_acc: 0.7430, loss_cls: 2.0920, loss: 3.3217, grad_norm: 6.7125 2021-07-04 22:19:01,421 - mmaction - INFO - Epoch [42][3080/3757] lr: 1.000e-02, eta: 5 days, 1:29:07, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3332, top1_acc: 0.4820, top5_acc: 0.7102, loss_cls: 2.3008, loss: 3.6340, grad_norm: 6.6802 2021-07-04 22:19:22,975 - mmaction - INFO - Epoch [42][3100/3757] lr: 1.000e-02, eta: 5 days, 1:28:45, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.3461, top1_acc: 0.4883, top5_acc: 0.7031, loss_cls: 2.2619, loss: 3.6080, grad_norm: 6.5852 2021-07-04 22:19:44,248 - mmaction - INFO - Epoch [42][3120/3757] lr: 1.000e-02, eta: 5 days, 1:28:23, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2787, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1675, loss: 3.4461, grad_norm: 6.6033 2021-07-04 22:20:05,771 - mmaction - INFO - Epoch [42][3140/3757] lr: 1.000e-02, eta: 5 days, 1:28:01, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3087, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2159, loss: 3.5246, grad_norm: 6.7292 2021-07-04 22:20:27,078 - mmaction - INFO - Epoch [42][3160/3757] lr: 1.000e-02, eta: 5 days, 1:27:39, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3152, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2896, loss: 3.6048, grad_norm: 6.7829 2021-07-04 22:20:48,685 - mmaction - INFO - Epoch [42][3180/3757] lr: 1.000e-02, eta: 5 days, 1:27:18, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2798, top1_acc: 0.5023, top5_acc: 0.7227, loss_cls: 2.2035, loss: 3.4833, grad_norm: 6.5078 2021-07-04 22:21:09,975 - mmaction - INFO - Epoch [42][3200/3757] lr: 1.000e-02, eta: 5 days, 1:26:56, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3568, top1_acc: 0.4680, top5_acc: 0.6953, loss_cls: 2.3789, loss: 3.7358, grad_norm: 6.7156 2021-07-04 22:21:32,121 - mmaction - INFO - Epoch [42][3220/3757] lr: 1.000e-02, eta: 5 days, 1:26:36, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.3102, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2216, loss: 3.5318, grad_norm: 6.6256 2021-07-04 22:21:53,394 - mmaction - INFO - Epoch [42][3240/3757] lr: 1.000e-02, eta: 5 days, 1:26:14, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2662, top1_acc: 0.5023, top5_acc: 0.7188, loss_cls: 2.2322, loss: 3.4984, grad_norm: 6.6970 2021-07-04 22:22:15,142 - mmaction - INFO - Epoch [42][3260/3757] lr: 1.000e-02, eta: 5 days, 1:25:53, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.2871, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2060, loss: 3.4932, grad_norm: 6.5406 2021-07-04 22:22:37,440 - mmaction - INFO - Epoch [42][3280/3757] lr: 1.000e-02, eta: 5 days, 1:25:33, time: 1.114, data_time: 0.001, memory: 6921, loss_aux: 1.2815, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1731, loss: 3.4546, grad_norm: 6.5570 2021-07-04 22:22:58,281 - mmaction - INFO - Epoch [42][3300/3757] lr: 1.000e-02, eta: 5 days, 1:25:10, time: 1.041, data_time: 0.004, memory: 6921, loss_aux: 1.2882, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2363, loss: 3.5246, grad_norm: 6.6757 2021-07-04 22:23:19,485 - mmaction - INFO - Epoch [42][3320/3757] lr: 1.000e-02, eta: 5 days, 1:24:48, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.2870, top1_acc: 0.4867, top5_acc: 0.7250, loss_cls: 2.2725, loss: 3.5595, grad_norm: 6.4991 2021-07-04 22:23:40,727 - mmaction - INFO - Epoch [42][3340/3757] lr: 1.000e-02, eta: 5 days, 1:24:26, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2973, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.2243, loss: 3.5216, grad_norm: 6.4682 2021-07-04 22:24:01,877 - mmaction - INFO - Epoch [42][3360/3757] lr: 1.000e-02, eta: 5 days, 1:24:03, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2839, top1_acc: 0.5109, top5_acc: 0.7281, loss_cls: 2.2350, loss: 3.5188, grad_norm: 6.6251 2021-07-04 22:24:23,058 - mmaction - INFO - Epoch [42][3380/3757] lr: 1.000e-02, eta: 5 days, 1:23:41, time: 1.059, data_time: 0.012, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.1072, loss: 3.3667, grad_norm: 6.5551 2021-07-04 22:24:44,938 - mmaction - INFO - Epoch [42][3400/3757] lr: 1.000e-02, eta: 5 days, 1:23:20, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2973, top1_acc: 0.5031, top5_acc: 0.7172, loss_cls: 2.2679, loss: 3.5652, grad_norm: 6.6683 2021-07-04 22:25:06,773 - mmaction - INFO - Epoch [42][3420/3757] lr: 1.000e-02, eta: 5 days, 1:22:59, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2817, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.1912, loss: 3.4730, grad_norm: 6.6699 2021-07-04 22:25:27,869 - mmaction - INFO - Epoch [42][3440/3757] lr: 1.000e-02, eta: 5 days, 1:22:37, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2660, top1_acc: 0.5172, top5_acc: 0.7328, loss_cls: 2.1391, loss: 3.4051, grad_norm: 6.7469 2021-07-04 22:25:49,050 - mmaction - INFO - Epoch [42][3460/3757] lr: 1.000e-02, eta: 5 days, 1:22:14, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3521, top1_acc: 0.4867, top5_acc: 0.7266, loss_cls: 2.2855, loss: 3.6376, grad_norm: 6.7613 2021-07-04 22:26:10,174 - mmaction - INFO - Epoch [42][3480/3757] lr: 1.000e-02, eta: 5 days, 1:21:52, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2532, top1_acc: 0.4945, top5_acc: 0.7273, loss_cls: 2.2122, loss: 3.4654, grad_norm: 6.6291 2021-07-04 22:26:31,380 - mmaction - INFO - Epoch [42][3500/3757] lr: 1.000e-02, eta: 5 days, 1:21:29, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2280, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.1117, loss: 3.3397, grad_norm: 6.4559 2021-07-04 22:26:52,516 - mmaction - INFO - Epoch [42][3520/3757] lr: 1.000e-02, eta: 5 days, 1:21:07, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2435, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1224, loss: 3.3659, grad_norm: 6.4791 2021-07-04 22:27:14,143 - mmaction - INFO - Epoch [42][3540/3757] lr: 1.000e-02, eta: 5 days, 1:20:46, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.2899, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.2615, loss: 3.5514, grad_norm: 6.6536 2021-07-04 22:27:35,506 - mmaction - INFO - Epoch [42][3560/3757] lr: 1.000e-02, eta: 5 days, 1:20:24, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2743, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.2091, loss: 3.4835, grad_norm: 6.5517 2021-07-04 22:27:56,776 - mmaction - INFO - Epoch [42][3580/3757] lr: 1.000e-02, eta: 5 days, 1:20:02, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2820, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.1879, loss: 3.4700, grad_norm: 6.5893 2021-07-04 22:28:19,106 - mmaction - INFO - Epoch [42][3600/3757] lr: 1.000e-02, eta: 5 days, 1:19:42, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 1.2786, top1_acc: 0.4922, top5_acc: 0.7203, loss_cls: 2.2257, loss: 3.5043, grad_norm: 6.6228 2021-07-04 22:28:40,258 - mmaction - INFO - Epoch [42][3620/3757] lr: 1.000e-02, eta: 5 days, 1:19:20, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2832, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.1828, loss: 3.4660, grad_norm: 6.6764 2021-07-04 22:29:01,456 - mmaction - INFO - Epoch [42][3640/3757] lr: 1.000e-02, eta: 5 days, 1:18:57, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2960, top1_acc: 0.5078, top5_acc: 0.7273, loss_cls: 2.2262, loss: 3.5222, grad_norm: 6.5616 2021-07-04 22:29:22,450 - mmaction - INFO - Epoch [42][3660/3757] lr: 1.000e-02, eta: 5 days, 1:18:34, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2851, top1_acc: 0.5039, top5_acc: 0.7305, loss_cls: 2.2071, loss: 3.4921, grad_norm: 6.7418 2021-07-04 22:29:44,224 - mmaction - INFO - Epoch [42][3680/3757] lr: 1.000e-02, eta: 5 days, 1:18:14, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3135, top1_acc: 0.4867, top5_acc: 0.7195, loss_cls: 2.2788, loss: 3.5923, grad_norm: 6.7256 2021-07-04 22:30:05,486 - mmaction - INFO - Epoch [42][3700/3757] lr: 1.000e-02, eta: 5 days, 1:17:51, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2433, top1_acc: 0.5102, top5_acc: 0.7500, loss_cls: 2.1256, loss: 3.3689, grad_norm: 6.5197 2021-07-04 22:30:26,896 - mmaction - INFO - Epoch [42][3720/3757] lr: 1.000e-02, eta: 5 days, 1:17:30, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2762, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1640, loss: 3.4403, grad_norm: 6.6120 2021-07-04 22:30:47,897 - mmaction - INFO - Epoch [42][3740/3757] lr: 1.000e-02, eta: 5 days, 1:17:07, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2802, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1965, loss: 3.4767, grad_norm: 6.6778 2021-07-04 22:31:06,394 - mmaction - INFO - Saving checkpoint at 42 epochs 2021-07-04 22:32:08,553 - mmaction - INFO - Epoch [43][20/3757] lr: 1.000e-02, eta: 5 days, 1:17:20, time: 3.028, data_time: 1.956, memory: 6921, loss_aux: 1.2662, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1277, loss: 3.3939, grad_norm: 6.6148 2021-07-04 22:32:29,946 - mmaction - INFO - Epoch [43][40/3757] lr: 1.000e-02, eta: 5 days, 1:16:58, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3011, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2410, loss: 3.5420, grad_norm: 6.7329 2021-07-04 22:32:50,842 - mmaction - INFO - Epoch [43][60/3757] lr: 1.000e-02, eta: 5 days, 1:16:35, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.2625, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0881, loss: 3.3507, grad_norm: 6.5504 2021-07-04 22:33:12,082 - mmaction - INFO - Epoch [43][80/3757] lr: 1.000e-02, eta: 5 days, 1:16:13, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2921, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2339, loss: 3.5260, grad_norm: 6.6331 2021-07-04 22:33:33,771 - mmaction - INFO - Epoch [43][100/3757] lr: 1.000e-02, eta: 5 days, 1:15:52, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.3190, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2141, loss: 3.5331, grad_norm: 6.6514 2021-07-04 22:33:54,966 - mmaction - INFO - Epoch [43][120/3757] lr: 1.000e-02, eta: 5 days, 1:15:30, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2985, top1_acc: 0.4906, top5_acc: 0.7195, loss_cls: 2.2573, loss: 3.5557, grad_norm: 6.7198 2021-07-04 22:34:15,864 - mmaction - INFO - Epoch [43][140/3757] lr: 1.000e-02, eta: 5 days, 1:15:07, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3159, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.2151, loss: 3.5310, grad_norm: 6.5779 2021-07-04 22:34:36,885 - mmaction - INFO - Epoch [43][160/3757] lr: 1.000e-02, eta: 5 days, 1:14:44, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2424, top1_acc: 0.5148, top5_acc: 0.7375, loss_cls: 2.1032, loss: 3.3457, grad_norm: 6.5468 2021-07-04 22:34:58,192 - mmaction - INFO - Epoch [43][180/3757] lr: 1.000e-02, eta: 5 days, 1:14:22, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2397, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.1402, loss: 3.3799, grad_norm: 6.4835 2021-07-04 22:35:19,401 - mmaction - INFO - Epoch [43][200/3757] lr: 1.000e-02, eta: 5 days, 1:13:59, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2738, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1625, loss: 3.4363, grad_norm: 6.6510 2021-07-04 22:35:40,522 - mmaction - INFO - Epoch [43][220/3757] lr: 1.000e-02, eta: 5 days, 1:13:37, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2620, top1_acc: 0.5211, top5_acc: 0.7461, loss_cls: 2.1482, loss: 3.4102, grad_norm: 6.6698 2021-07-04 22:36:01,558 - mmaction - INFO - Epoch [43][240/3757] lr: 1.000e-02, eta: 5 days, 1:13:14, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2466, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.1210, loss: 3.3675, grad_norm: 6.5894 2021-07-04 22:36:22,805 - mmaction - INFO - Epoch [43][260/3757] lr: 1.000e-02, eta: 5 days, 1:12:52, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2442, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1021, loss: 3.3463, grad_norm: 6.4719 2021-07-04 22:36:44,017 - mmaction - INFO - Epoch [43][280/3757] lr: 1.000e-02, eta: 5 days, 1:12:29, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2937, top1_acc: 0.4836, top5_acc: 0.7266, loss_cls: 2.2443, loss: 3.5380, grad_norm: 6.6288 2021-07-04 22:37:05,099 - mmaction - INFO - Epoch [43][300/3757] lr: 1.000e-02, eta: 5 days, 1:12:07, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2743, top1_acc: 0.5156, top5_acc: 0.7258, loss_cls: 2.1777, loss: 3.4520, grad_norm: 6.5218 2021-07-04 22:37:26,528 - mmaction - INFO - Epoch [43][320/3757] lr: 1.000e-02, eta: 5 days, 1:11:45, time: 1.072, data_time: 0.006, memory: 6921, loss_aux: 1.3024, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2229, loss: 3.5253, grad_norm: 6.5662 2021-07-04 22:37:47,585 - mmaction - INFO - Epoch [43][340/3757] lr: 1.000e-02, eta: 5 days, 1:11:22, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.3160, top1_acc: 0.5109, top5_acc: 0.7250, loss_cls: 2.2309, loss: 3.5469, grad_norm: 6.6830 2021-07-04 22:38:09,407 - mmaction - INFO - Epoch [43][360/3757] lr: 1.000e-02, eta: 5 days, 1:11:02, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2638, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.1508, loss: 3.4147, grad_norm: 6.5424 2021-07-04 22:38:30,891 - mmaction - INFO - Epoch [43][380/3757] lr: 1.000e-02, eta: 5 days, 1:10:40, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2980, top1_acc: 0.4930, top5_acc: 0.7070, loss_cls: 2.2290, loss: 3.5269, grad_norm: 6.5519 2021-07-04 22:38:52,115 - mmaction - INFO - Epoch [43][400/3757] lr: 1.000e-02, eta: 5 days, 1:10:18, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.3001, top1_acc: 0.4984, top5_acc: 0.7164, loss_cls: 2.2281, loss: 3.5281, grad_norm: 6.5471 2021-07-04 22:39:13,167 - mmaction - INFO - Epoch [43][420/3757] lr: 1.000e-02, eta: 5 days, 1:09:55, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.2407, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0623, loss: 3.3030, grad_norm: 6.5828 2021-07-04 22:39:34,293 - mmaction - INFO - Epoch [43][440/3757] lr: 1.000e-02, eta: 5 days, 1:09:32, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2456, top1_acc: 0.5266, top5_acc: 0.7328, loss_cls: 2.1083, loss: 3.3540, grad_norm: 6.4291 2021-07-04 22:39:55,477 - mmaction - INFO - Epoch [43][460/3757] lr: 1.000e-02, eta: 5 days, 1:09:10, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.2389, loss: 3.5351, grad_norm: 6.8221 2021-07-04 22:40:17,140 - mmaction - INFO - Epoch [43][480/3757] lr: 1.000e-02, eta: 5 days, 1:08:49, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.2633, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1352, loss: 3.3985, grad_norm: 6.5520 2021-07-04 22:40:39,110 - mmaction - INFO - Epoch [43][500/3757] lr: 1.000e-02, eta: 5 days, 1:08:28, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2977, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2312, loss: 3.5289, grad_norm: 6.8536 2021-07-04 22:41:00,248 - mmaction - INFO - Epoch [43][520/3757] lr: 1.000e-02, eta: 5 days, 1:08:06, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2977, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.1981, loss: 3.4958, grad_norm: 6.7085 2021-07-04 22:41:22,078 - mmaction - INFO - Epoch [43][540/3757] lr: 1.000e-02, eta: 5 days, 1:07:45, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2920, top1_acc: 0.5219, top5_acc: 0.7336, loss_cls: 2.2055, loss: 3.4974, grad_norm: 6.6171 2021-07-04 22:41:43,145 - mmaction - INFO - Epoch [43][560/3757] lr: 1.000e-02, eta: 5 days, 1:07:22, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2581, top1_acc: 0.5172, top5_acc: 0.7500, loss_cls: 2.1209, loss: 3.3790, grad_norm: 6.5795 2021-07-04 22:42:04,270 - mmaction - INFO - Epoch [43][580/3757] lr: 1.000e-02, eta: 5 days, 1:07:00, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3047, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.2441, loss: 3.5488, grad_norm: 6.6834 2021-07-04 22:42:25,453 - mmaction - INFO - Epoch [43][600/3757] lr: 1.000e-02, eta: 5 days, 1:06:38, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.3013, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1886, loss: 3.4899, grad_norm: 6.6699 2021-07-04 22:42:46,798 - mmaction - INFO - Epoch [43][620/3757] lr: 1.000e-02, eta: 5 days, 1:06:15, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2707, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.1731, loss: 3.4438, grad_norm: 6.8881 2021-07-04 22:43:07,789 - mmaction - INFO - Epoch [43][640/3757] lr: 1.000e-02, eta: 5 days, 1:05:53, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3454, top1_acc: 0.4859, top5_acc: 0.7188, loss_cls: 2.3157, loss: 3.6612, grad_norm: 6.6636 2021-07-04 22:43:28,844 - mmaction - INFO - Epoch [43][660/3757] lr: 1.000e-02, eta: 5 days, 1:05:30, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2170, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0986, loss: 3.3155, grad_norm: 6.5512 2021-07-04 22:43:49,987 - mmaction - INFO - Epoch [43][680/3757] lr: 1.000e-02, eta: 5 days, 1:05:07, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2058, top1_acc: 0.5305, top5_acc: 0.7625, loss_cls: 2.0558, loss: 3.2616, grad_norm: 6.4069 2021-07-04 22:44:12,290 - mmaction - INFO - Epoch [43][700/3757] lr: 1.000e-02, eta: 5 days, 1:04:48, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.2265, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.1046, loss: 3.3311, grad_norm: 6.3804 2021-07-04 22:44:33,298 - mmaction - INFO - Epoch [43][720/3757] lr: 1.000e-02, eta: 5 days, 1:04:25, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3517, top1_acc: 0.4805, top5_acc: 0.7047, loss_cls: 2.3577, loss: 3.7094, grad_norm: 6.8876 2021-07-04 22:44:54,304 - mmaction - INFO - Epoch [43][740/3757] lr: 1.000e-02, eta: 5 days, 1:04:02, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3073, top1_acc: 0.4969, top5_acc: 0.7227, loss_cls: 2.2534, loss: 3.5607, grad_norm: 6.9078 2021-07-04 22:45:15,392 - mmaction - INFO - Epoch [43][760/3757] lr: 1.000e-02, eta: 5 days, 1:03:40, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2793, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1537, loss: 3.4330, grad_norm: 6.6283 2021-07-04 22:45:36,531 - mmaction - INFO - Epoch [43][780/3757] lr: 1.000e-02, eta: 5 days, 1:03:17, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3257, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.2943, loss: 3.6200, grad_norm: 6.8101 2021-07-04 22:45:59,070 - mmaction - INFO - Epoch [43][800/3757] lr: 1.000e-02, eta: 5 days, 1:02:58, time: 1.128, data_time: 0.086, memory: 6921, loss_aux: 1.3055, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.2642, loss: 3.5696, grad_norm: 6.6987 2021-07-04 22:46:20,033 - mmaction - INFO - Epoch [43][820/3757] lr: 1.000e-02, eta: 5 days, 1:02:35, time: 1.048, data_time: 0.017, memory: 6921, loss_aux: 1.3348, top1_acc: 0.4977, top5_acc: 0.7203, loss_cls: 2.2848, loss: 3.6196, grad_norm: 6.7570 2021-07-04 22:46:41,206 - mmaction - INFO - Epoch [43][840/3757] lr: 1.000e-02, eta: 5 days, 1:02:13, time: 1.058, data_time: 0.015, memory: 6921, loss_aux: 1.2817, top1_acc: 0.5195, top5_acc: 0.7344, loss_cls: 2.1420, loss: 3.4236, grad_norm: 6.6670 2021-07-04 22:47:02,582 - mmaction - INFO - Epoch [43][860/3757] lr: 1.000e-02, eta: 5 days, 1:01:51, time: 1.070, data_time: 0.026, memory: 6921, loss_aux: 1.2707, top1_acc: 0.5062, top5_acc: 0.7258, loss_cls: 2.1829, loss: 3.4537, grad_norm: 6.6478 2021-07-04 22:47:23,696 - mmaction - INFO - Epoch [43][880/3757] lr: 1.000e-02, eta: 5 days, 1:01:28, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2930, top1_acc: 0.4961, top5_acc: 0.7203, loss_cls: 2.2547, loss: 3.5476, grad_norm: 6.5169 2021-07-04 22:47:44,829 - mmaction - INFO - Epoch [43][900/3757] lr: 1.000e-02, eta: 5 days, 1:01:06, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3082, top1_acc: 0.5000, top5_acc: 0.7195, loss_cls: 2.2655, loss: 3.5737, grad_norm: 6.4776 2021-07-04 22:48:06,028 - mmaction - INFO - Epoch [43][920/3757] lr: 1.000e-02, eta: 5 days, 1:00:43, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2939, top1_acc: 0.5047, top5_acc: 0.7281, loss_cls: 2.2299, loss: 3.5238, grad_norm: 6.6746 2021-07-04 22:48:27,122 - mmaction - INFO - Epoch [43][940/3757] lr: 1.000e-02, eta: 5 days, 1:00:21, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2954, top1_acc: 0.4836, top5_acc: 0.7258, loss_cls: 2.2486, loss: 3.5440, grad_norm: 6.8023 2021-07-04 22:48:48,216 - mmaction - INFO - Epoch [43][960/3757] lr: 1.000e-02, eta: 5 days, 0:59:58, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3269, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2577, loss: 3.5846, grad_norm: 6.7627 2021-07-04 22:49:09,569 - mmaction - INFO - Epoch [43][980/3757] lr: 1.000e-02, eta: 5 days, 0:59:36, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2561, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1341, loss: 3.3901, grad_norm: 6.5000 2021-07-04 22:49:30,678 - mmaction - INFO - Epoch [43][1000/3757] lr: 1.000e-02, eta: 5 days, 0:59:14, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2992, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2169, loss: 3.5161, grad_norm: 6.5098 2021-07-04 22:49:51,726 - mmaction - INFO - Epoch [43][1020/3757] lr: 1.000e-02, eta: 5 days, 0:58:51, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2746, top1_acc: 0.5211, top5_acc: 0.7195, loss_cls: 2.2069, loss: 3.4816, grad_norm: 6.5260 2021-07-04 22:50:12,942 - mmaction - INFO - Epoch [43][1040/3757] lr: 1.000e-02, eta: 5 days, 0:58:29, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2705, top1_acc: 0.5297, top5_acc: 0.7188, loss_cls: 2.1881, loss: 3.4585, grad_norm: 6.5360 2021-07-04 22:50:33,790 - mmaction - INFO - Epoch [43][1060/3757] lr: 1.000e-02, eta: 5 days, 0:58:05, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.2736, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1473, loss: 3.4209, grad_norm: 6.5285 2021-07-04 22:50:54,742 - mmaction - INFO - Epoch [43][1080/3757] lr: 1.000e-02, eta: 5 days, 0:57:42, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2909, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.2001, loss: 3.4910, grad_norm: 6.5857 2021-07-04 22:51:15,724 - mmaction - INFO - Epoch [43][1100/3757] lr: 1.000e-02, eta: 5 days, 0:57:20, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2419, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1443, loss: 3.3862, grad_norm: 6.4291 2021-07-04 22:51:36,650 - mmaction - INFO - Epoch [43][1120/3757] lr: 1.000e-02, eta: 5 days, 0:56:57, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2421, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1268, loss: 3.3689, grad_norm: 6.5981 2021-07-04 22:51:57,899 - mmaction - INFO - Epoch [43][1140/3757] lr: 1.000e-02, eta: 5 days, 0:56:34, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3000, top1_acc: 0.4984, top5_acc: 0.7000, loss_cls: 2.2620, loss: 3.5620, grad_norm: 6.7167 2021-07-04 22:52:19,099 - mmaction - INFO - Epoch [43][1160/3757] lr: 1.000e-02, eta: 5 days, 0:56:12, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2801, top1_acc: 0.4859, top5_acc: 0.7242, loss_cls: 2.2399, loss: 3.5200, grad_norm: 6.5337 2021-07-04 22:52:41,016 - mmaction - INFO - Epoch [43][1180/3757] lr: 1.000e-02, eta: 5 days, 0:55:51, time: 1.096, data_time: 0.018, memory: 6921, loss_aux: 1.3446, top1_acc: 0.4828, top5_acc: 0.7023, loss_cls: 2.3022, loss: 3.6469, grad_norm: 6.4937 2021-07-04 22:53:02,072 - mmaction - INFO - Epoch [43][1200/3757] lr: 1.000e-02, eta: 5 days, 0:55:29, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2864, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.1896, loss: 3.4760, grad_norm: 6.6374 2021-07-04 22:53:23,272 - mmaction - INFO - Epoch [43][1220/3757] lr: 1.000e-02, eta: 5 days, 0:55:06, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2990, top1_acc: 0.5031, top5_acc: 0.7266, loss_cls: 2.2301, loss: 3.5291, grad_norm: 6.8031 2021-07-04 22:53:44,416 - mmaction - INFO - Epoch [43][1240/3757] lr: 1.000e-02, eta: 5 days, 0:54:44, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2551, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.1074, loss: 3.3625, grad_norm: 6.4865 2021-07-04 22:54:05,618 - mmaction - INFO - Epoch [43][1260/3757] lr: 1.000e-02, eta: 5 days, 0:54:22, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3814, top1_acc: 0.4484, top5_acc: 0.7055, loss_cls: 2.3736, loss: 3.7550, grad_norm: 6.9598 2021-07-04 22:54:26,673 - mmaction - INFO - Epoch [43][1280/3757] lr: 1.000e-02, eta: 5 days, 0:53:59, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2523, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.1474, loss: 3.3997, grad_norm: 6.4992 2021-07-04 22:54:47,827 - mmaction - INFO - Epoch [43][1300/3757] lr: 1.000e-02, eta: 5 days, 0:53:36, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3013, top1_acc: 0.4914, top5_acc: 0.7227, loss_cls: 2.2523, loss: 3.5536, grad_norm: 6.7475 2021-07-04 22:55:10,093 - mmaction - INFO - Epoch [43][1320/3757] lr: 1.000e-02, eta: 5 days, 0:53:17, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2965, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.2249, loss: 3.5214, grad_norm: 6.5688 2021-07-04 22:55:30,913 - mmaction - INFO - Epoch [43][1340/3757] lr: 1.000e-02, eta: 5 days, 0:52:54, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.3017, top1_acc: 0.4906, top5_acc: 0.7141, loss_cls: 2.2622, loss: 3.5639, grad_norm: 6.7018 2021-07-04 22:55:51,895 - mmaction - INFO - Epoch [43][1360/3757] lr: 1.000e-02, eta: 5 days, 0:52:31, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2690, top1_acc: 0.4930, top5_acc: 0.7258, loss_cls: 2.2098, loss: 3.4788, grad_norm: 6.6901 2021-07-04 22:56:12,956 - mmaction - INFO - Epoch [43][1380/3757] lr: 1.000e-02, eta: 5 days, 0:52:08, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3374, top1_acc: 0.5000, top5_acc: 0.7180, loss_cls: 2.2698, loss: 3.6072, grad_norm: 6.7200 2021-07-04 22:56:33,983 - mmaction - INFO - Epoch [43][1400/3757] lr: 1.000e-02, eta: 5 days, 0:51:45, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3034, top1_acc: 0.5062, top5_acc: 0.7281, loss_cls: 2.1988, loss: 3.5022, grad_norm: 6.7672 2021-07-04 22:56:55,290 - mmaction - INFO - Epoch [43][1420/3757] lr: 1.000e-02, eta: 5 days, 0:51:23, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2705, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1631, loss: 3.4336, grad_norm: 6.6825 2021-07-04 22:57:16,387 - mmaction - INFO - Epoch [43][1440/3757] lr: 1.000e-02, eta: 5 days, 0:51:01, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3060, top1_acc: 0.5141, top5_acc: 0.7164, loss_cls: 2.2121, loss: 3.5181, grad_norm: 6.5810 2021-07-04 22:57:37,536 - mmaction - INFO - Epoch [43][1460/3757] lr: 1.000e-02, eta: 5 days, 0:50:38, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3584, top1_acc: 0.4641, top5_acc: 0.7039, loss_cls: 2.3637, loss: 3.7221, grad_norm: 6.7353 2021-07-04 22:57:58,824 - mmaction - INFO - Epoch [43][1480/3757] lr: 1.000e-02, eta: 5 days, 0:50:16, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3328, top1_acc: 0.4859, top5_acc: 0.7148, loss_cls: 2.3165, loss: 3.6493, grad_norm: 6.5067 2021-07-04 22:58:19,792 - mmaction - INFO - Epoch [43][1500/3757] lr: 1.000e-02, eta: 5 days, 0:49:53, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3205, top1_acc: 0.4883, top5_acc: 0.7211, loss_cls: 2.2690, loss: 3.5895, grad_norm: 6.5588 2021-07-04 22:58:40,951 - mmaction - INFO - Epoch [43][1520/3757] lr: 1.000e-02, eta: 5 days, 0:49:31, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2625, top1_acc: 0.5242, top5_acc: 0.7430, loss_cls: 2.1288, loss: 3.3913, grad_norm: 6.5234 2021-07-04 22:59:02,475 - mmaction - INFO - Epoch [43][1540/3757] lr: 1.000e-02, eta: 5 days, 0:49:09, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.2769, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.2208, loss: 3.4977, grad_norm: 6.7291 2021-07-04 22:59:23,616 - mmaction - INFO - Epoch [43][1560/3757] lr: 1.000e-02, eta: 5 days, 0:48:47, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3230, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2618, loss: 3.5849, grad_norm: 6.9859 2021-07-04 22:59:44,809 - mmaction - INFO - Epoch [43][1580/3757] lr: 1.000e-02, eta: 5 days, 0:48:24, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2724, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1819, loss: 3.4543, grad_norm: 6.4777 2021-07-04 23:00:06,009 - mmaction - INFO - Epoch [43][1600/3757] lr: 1.000e-02, eta: 5 days, 0:48:02, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2576, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1202, loss: 3.3777, grad_norm: 6.5113 2021-07-04 23:00:27,983 - mmaction - INFO - Epoch [43][1620/3757] lr: 1.000e-02, eta: 5 days, 0:47:42, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2676, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2021, loss: 3.4697, grad_norm: 6.7359 2021-07-04 23:00:49,559 - mmaction - INFO - Epoch [43][1640/3757] lr: 1.000e-02, eta: 5 days, 0:47:20, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.3103, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.2131, loss: 3.5234, grad_norm: 6.7000 2021-07-04 23:01:10,541 - mmaction - INFO - Epoch [43][1660/3757] lr: 1.000e-02, eta: 5 days, 0:46:57, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2873, top1_acc: 0.5188, top5_acc: 0.7328, loss_cls: 2.1713, loss: 3.4586, grad_norm: 6.6242 2021-07-04 23:01:32,233 - mmaction - INFO - Epoch [43][1680/3757] lr: 1.000e-02, eta: 5 days, 0:46:36, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2742, top1_acc: 0.5070, top5_acc: 0.7289, loss_cls: 2.1709, loss: 3.4451, grad_norm: 6.6696 2021-07-04 23:01:53,354 - mmaction - INFO - Epoch [43][1700/3757] lr: 1.000e-02, eta: 5 days, 0:46:14, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3380, top1_acc: 0.4875, top5_acc: 0.7141, loss_cls: 2.2798, loss: 3.6178, grad_norm: 6.7267 2021-07-04 23:02:14,610 - mmaction - INFO - Epoch [43][1720/3757] lr: 1.000e-02, eta: 5 days, 0:45:51, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2689, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.1933, loss: 3.4622, grad_norm: 6.5667 2021-07-04 23:02:35,684 - mmaction - INFO - Epoch [43][1740/3757] lr: 1.000e-02, eta: 5 days, 0:45:29, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3007, top1_acc: 0.5031, top5_acc: 0.7227, loss_cls: 2.2122, loss: 3.5129, grad_norm: 6.4174 2021-07-04 23:02:56,651 - mmaction - INFO - Epoch [43][1760/3757] lr: 1.000e-02, eta: 5 days, 0:45:06, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2763, top1_acc: 0.4961, top5_acc: 0.7227, loss_cls: 2.2337, loss: 3.5101, grad_norm: 6.7295 2021-07-04 23:03:17,897 - mmaction - INFO - Epoch [43][1780/3757] lr: 1.000e-02, eta: 5 days, 0:44:44, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3447, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.3186, loss: 3.6633, grad_norm: 6.7198 2021-07-04 23:03:38,908 - mmaction - INFO - Epoch [43][1800/3757] lr: 1.000e-02, eta: 5 days, 0:44:21, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2906, top1_acc: 0.4727, top5_acc: 0.7305, loss_cls: 2.2358, loss: 3.5264, grad_norm: 6.7118 2021-07-04 23:03:59,986 - mmaction - INFO - Epoch [43][1820/3757] lr: 1.000e-02, eta: 5 days, 0:43:58, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.3203, top1_acc: 0.4813, top5_acc: 0.7211, loss_cls: 2.2589, loss: 3.5792, grad_norm: 6.6484 2021-07-04 23:04:21,410 - mmaction - INFO - Epoch [43][1840/3757] lr: 1.000e-02, eta: 5 days, 0:43:36, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3587, top1_acc: 0.4742, top5_acc: 0.7063, loss_cls: 2.3245, loss: 3.6832, grad_norm: 6.6525 2021-07-04 23:04:42,795 - mmaction - INFO - Epoch [43][1860/3757] lr: 1.000e-02, eta: 5 days, 0:43:15, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3206, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.2752, loss: 3.5959, grad_norm: 6.6493 2021-07-04 23:05:03,877 - mmaction - INFO - Epoch [43][1880/3757] lr: 1.000e-02, eta: 5 days, 0:42:52, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3327, top1_acc: 0.4867, top5_acc: 0.7078, loss_cls: 2.3128, loss: 3.6454, grad_norm: 6.6017 2021-07-04 23:05:24,967 - mmaction - INFO - Epoch [43][1900/3757] lr: 1.000e-02, eta: 5 days, 0:42:29, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3337, top1_acc: 0.4688, top5_acc: 0.7016, loss_cls: 2.3366, loss: 3.6702, grad_norm: 6.6355 2021-07-04 23:05:46,647 - mmaction - INFO - Epoch [43][1920/3757] lr: 1.000e-02, eta: 5 days, 0:42:08, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2959, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.2018, loss: 3.4977, grad_norm: 6.5528 2021-07-04 23:06:07,782 - mmaction - INFO - Epoch [43][1940/3757] lr: 1.000e-02, eta: 5 days, 0:41:46, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3325, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.3118, loss: 3.6443, grad_norm: 6.6466 2021-07-04 23:06:29,060 - mmaction - INFO - Epoch [43][1960/3757] lr: 1.000e-02, eta: 5 days, 0:41:24, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.3032, top1_acc: 0.4992, top5_acc: 0.7078, loss_cls: 2.2906, loss: 3.5938, grad_norm: 6.5408 2021-07-04 23:06:50,523 - mmaction - INFO - Epoch [43][1980/3757] lr: 1.000e-02, eta: 5 days, 0:41:02, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2172, loss: 3.5142, grad_norm: 6.4227 2021-07-04 23:07:11,599 - mmaction - INFO - Epoch [43][2000/3757] lr: 1.000e-02, eta: 5 days, 0:40:39, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3177, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2219, loss: 3.5396, grad_norm: 6.5785 2021-07-04 23:07:32,899 - mmaction - INFO - Epoch [43][2020/3757] lr: 1.000e-02, eta: 5 days, 0:40:17, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3202, top1_acc: 0.5000, top5_acc: 0.7141, loss_cls: 2.2106, loss: 3.5308, grad_norm: 6.4639 2021-07-04 23:07:54,305 - mmaction - INFO - Epoch [43][2040/3757] lr: 1.000e-02, eta: 5 days, 0:39:55, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.3241, top1_acc: 0.4828, top5_acc: 0.7070, loss_cls: 2.3269, loss: 3.6510, grad_norm: 6.6920 2021-07-04 23:08:15,433 - mmaction - INFO - Epoch [43][2060/3757] lr: 1.000e-02, eta: 5 days, 0:39:33, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2426, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1239, loss: 3.3665, grad_norm: 6.2632 2021-07-04 23:08:36,402 - mmaction - INFO - Epoch [43][2080/3757] lr: 1.000e-02, eta: 5 days, 0:39:10, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.2528, top1_acc: 0.5250, top5_acc: 0.7422, loss_cls: 2.0892, loss: 3.3420, grad_norm: 6.5801 2021-07-04 23:08:57,625 - mmaction - INFO - Epoch [43][2100/3757] lr: 1.000e-02, eta: 5 days, 0:38:48, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3194, top1_acc: 0.4977, top5_acc: 0.7133, loss_cls: 2.2560, loss: 3.5754, grad_norm: 6.7599 2021-07-04 23:09:19,131 - mmaction - INFO - Epoch [43][2120/3757] lr: 1.000e-02, eta: 5 days, 0:38:26, time: 1.073, data_time: 0.024, memory: 6921, loss_aux: 1.2746, top1_acc: 0.5062, top5_acc: 0.7234, loss_cls: 2.1797, loss: 3.4543, grad_norm: 6.6156 2021-07-04 23:09:40,160 - mmaction - INFO - Epoch [43][2140/3757] lr: 1.000e-02, eta: 5 days, 0:38:03, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2885, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.2122, loss: 3.5007, grad_norm: 6.6783 2021-07-04 23:10:02,463 - mmaction - INFO - Epoch [43][2160/3757] lr: 1.000e-02, eta: 5 days, 0:37:44, time: 1.114, data_time: 0.030, memory: 6921, loss_aux: 1.2604, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1626, loss: 3.4230, grad_norm: 6.6184 2021-07-04 23:10:23,522 - mmaction - INFO - Epoch [43][2180/3757] lr: 1.000e-02, eta: 5 days, 0:37:21, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3142, top1_acc: 0.4813, top5_acc: 0.7195, loss_cls: 2.3034, loss: 3.6176, grad_norm: 6.5717 2021-07-04 23:10:44,510 - mmaction - INFO - Epoch [43][2200/3757] lr: 1.000e-02, eta: 5 days, 0:36:58, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3782, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.3472, loss: 3.7254, grad_norm: 6.6745 2021-07-04 23:11:06,004 - mmaction - INFO - Epoch [43][2220/3757] lr: 1.000e-02, eta: 5 days, 0:36:37, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2840, top1_acc: 0.5078, top5_acc: 0.7242, loss_cls: 2.2287, loss: 3.5127, grad_norm: 6.6073 2021-07-04 23:11:27,313 - mmaction - INFO - Epoch [43][2240/3757] lr: 1.000e-02, eta: 5 days, 0:36:15, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2672, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.1911, loss: 3.4583, grad_norm: 6.6492 2021-07-04 23:11:48,588 - mmaction - INFO - Epoch [43][2260/3757] lr: 1.000e-02, eta: 5 days, 0:35:53, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2896, top1_acc: 0.4742, top5_acc: 0.7336, loss_cls: 2.2262, loss: 3.5158, grad_norm: 6.6879 2021-07-04 23:12:10,115 - mmaction - INFO - Epoch [43][2280/3757] lr: 1.000e-02, eta: 5 days, 0:35:31, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.3125, top1_acc: 0.4789, top5_acc: 0.7203, loss_cls: 2.2925, loss: 3.6050, grad_norm: 6.5010 2021-07-04 23:12:31,462 - mmaction - INFO - Epoch [43][2300/3757] lr: 1.000e-02, eta: 5 days, 0:35:09, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3216, top1_acc: 0.4781, top5_acc: 0.7305, loss_cls: 2.2939, loss: 3.6155, grad_norm: 6.7851 2021-07-04 23:12:52,432 - mmaction - INFO - Epoch [43][2320/3757] lr: 1.000e-02, eta: 5 days, 0:34:46, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3532, top1_acc: 0.4844, top5_acc: 0.7109, loss_cls: 2.3474, loss: 3.7006, grad_norm: 6.8096 2021-07-04 23:13:13,672 - mmaction - INFO - Epoch [43][2340/3757] lr: 1.000e-02, eta: 5 days, 0:34:24, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2416, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1006, loss: 3.3423, grad_norm: 6.4695 2021-07-04 23:13:34,654 - mmaction - INFO - Epoch [43][2360/3757] lr: 1.000e-02, eta: 5 days, 0:34:01, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.2873, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2281, loss: 3.5154, grad_norm: 6.5011 2021-07-04 23:13:55,771 - mmaction - INFO - Epoch [43][2380/3757] lr: 1.000e-02, eta: 5 days, 0:33:38, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2320, top1_acc: 0.5227, top5_acc: 0.7398, loss_cls: 2.1124, loss: 3.3444, grad_norm: 6.2317 2021-07-04 23:14:16,843 - mmaction - INFO - Epoch [43][2400/3757] lr: 1.000e-02, eta: 5 days, 0:33:16, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2258, top1_acc: 0.5148, top5_acc: 0.7422, loss_cls: 2.1125, loss: 3.3383, grad_norm: 6.6391 2021-07-04 23:14:38,176 - mmaction - INFO - Epoch [43][2420/3757] lr: 1.000e-02, eta: 5 days, 0:32:54, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2942, top1_acc: 0.4898, top5_acc: 0.7234, loss_cls: 2.2332, loss: 3.5275, grad_norm: 6.8261 2021-07-04 23:14:59,308 - mmaction - INFO - Epoch [43][2440/3757] lr: 1.000e-02, eta: 5 days, 0:32:31, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2984, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2880, loss: 3.5864, grad_norm: 6.6509 2021-07-04 23:15:20,572 - mmaction - INFO - Epoch [43][2460/3757] lr: 1.000e-02, eta: 5 days, 0:32:09, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2808, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1874, loss: 3.4683, grad_norm: 6.6728 2021-07-04 23:15:42,403 - mmaction - INFO - Epoch [43][2480/3757] lr: 1.000e-02, eta: 5 days, 0:31:48, time: 1.093, data_time: 0.006, memory: 6921, loss_aux: 1.2730, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.1392, loss: 3.4122, grad_norm: 6.4340 2021-07-04 23:16:03,345 - mmaction - INFO - Epoch [43][2500/3757] lr: 1.000e-02, eta: 5 days, 0:31:25, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.2904, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.1792, loss: 3.4696, grad_norm: 6.6621 2021-07-04 23:16:24,500 - mmaction - INFO - Epoch [43][2520/3757] lr: 1.000e-02, eta: 5 days, 0:31:03, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2664, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1556, loss: 3.4220, grad_norm: 6.6544 2021-07-04 23:16:45,640 - mmaction - INFO - Epoch [43][2540/3757] lr: 1.000e-02, eta: 5 days, 0:30:41, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3298, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.2758, loss: 3.6056, grad_norm: 6.7517 2021-07-04 23:17:06,871 - mmaction - INFO - Epoch [43][2560/3757] lr: 1.000e-02, eta: 5 days, 0:30:18, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3123, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.2752, loss: 3.5875, grad_norm: 6.8201 2021-07-04 23:17:28,108 - mmaction - INFO - Epoch [43][2580/3757] lr: 1.000e-02, eta: 5 days, 0:29:56, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2941, top1_acc: 0.4828, top5_acc: 0.7312, loss_cls: 2.2062, loss: 3.5003, grad_norm: 6.7962 2021-07-04 23:17:50,004 - mmaction - INFO - Epoch [43][2600/3757] lr: 1.000e-02, eta: 5 days, 0:29:36, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2367, top1_acc: 0.5141, top5_acc: 0.7383, loss_cls: 2.1159, loss: 3.3526, grad_norm: 6.4281 2021-07-04 23:18:11,278 - mmaction - INFO - Epoch [43][2620/3757] lr: 1.000e-02, eta: 5 days, 0:29:13, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2893, top1_acc: 0.4953, top5_acc: 0.7141, loss_cls: 2.2528, loss: 3.5420, grad_norm: 6.8497 2021-07-04 23:18:33,001 - mmaction - INFO - Epoch [43][2640/3757] lr: 1.000e-02, eta: 5 days, 0:28:52, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 1.2264, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0804, loss: 3.3068, grad_norm: 6.6013 2021-07-04 23:18:54,213 - mmaction - INFO - Epoch [43][2660/3757] lr: 1.000e-02, eta: 5 days, 0:28:30, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2685, top1_acc: 0.4813, top5_acc: 0.7203, loss_cls: 2.2421, loss: 3.5107, grad_norm: 6.7294 2021-07-04 23:19:15,278 - mmaction - INFO - Epoch [43][2680/3757] lr: 1.000e-02, eta: 5 days, 0:28:07, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2811, top1_acc: 0.5172, top5_acc: 0.7281, loss_cls: 2.1662, loss: 3.4473, grad_norm: 6.4449 2021-07-04 23:19:36,687 - mmaction - INFO - Epoch [43][2700/3757] lr: 1.000e-02, eta: 5 days, 0:27:46, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2696, top1_acc: 0.4867, top5_acc: 0.7406, loss_cls: 2.1689, loss: 3.4385, grad_norm: 6.7632 2021-07-04 23:19:58,653 - mmaction - INFO - Epoch [43][2720/3757] lr: 1.000e-02, eta: 5 days, 0:27:25, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.3116, top1_acc: 0.5094, top5_acc: 0.7219, loss_cls: 2.2178, loss: 3.5294, grad_norm: 6.8166 2021-07-04 23:20:19,759 - mmaction - INFO - Epoch [43][2740/3757] lr: 1.000e-02, eta: 5 days, 0:27:03, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2773, top1_acc: 0.5102, top5_acc: 0.7289, loss_cls: 2.1975, loss: 3.4749, grad_norm: 6.6396 2021-07-04 23:20:40,950 - mmaction - INFO - Epoch [43][2760/3757] lr: 1.000e-02, eta: 5 days, 0:26:40, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2701, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.1380, loss: 3.4081, grad_norm: 6.4792 2021-07-04 23:21:02,101 - mmaction - INFO - Epoch [43][2780/3757] lr: 1.000e-02, eta: 5 days, 0:26:18, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2862, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2163, loss: 3.5024, grad_norm: 6.8464 2021-07-04 23:21:23,273 - mmaction - INFO - Epoch [43][2800/3757] lr: 1.000e-02, eta: 5 days, 0:25:56, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2335, top1_acc: 0.5336, top5_acc: 0.7531, loss_cls: 2.0720, loss: 3.3055, grad_norm: 6.4458 2021-07-04 23:21:44,510 - mmaction - INFO - Epoch [43][2820/3757] lr: 1.000e-02, eta: 5 days, 0:25:33, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2574, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1872, loss: 3.4446, grad_norm: 6.7550 2021-07-04 23:22:06,203 - mmaction - INFO - Epoch [43][2840/3757] lr: 1.000e-02, eta: 5 days, 0:25:12, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.3334, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.2224, loss: 3.5559, grad_norm: 6.6347 2021-07-04 23:22:27,607 - mmaction - INFO - Epoch [43][2860/3757] lr: 1.000e-02, eta: 5 days, 0:24:50, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2271, top1_acc: 0.5070, top5_acc: 0.7492, loss_cls: 2.0957, loss: 3.3227, grad_norm: 6.5619 2021-07-04 23:22:48,467 - mmaction - INFO - Epoch [43][2880/3757] lr: 1.000e-02, eta: 5 days, 0:24:27, time: 1.041, data_time: 0.004, memory: 6921, loss_aux: 1.3212, top1_acc: 0.4594, top5_acc: 0.7367, loss_cls: 2.2548, loss: 3.5760, grad_norm: 6.7657 2021-07-04 23:23:09,368 - mmaction - INFO - Epoch [43][2900/3757] lr: 1.000e-02, eta: 5 days, 0:24:04, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.2793, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1683, loss: 3.4476, grad_norm: 6.8540 2021-07-04 23:23:30,861 - mmaction - INFO - Epoch [43][2920/3757] lr: 1.000e-02, eta: 5 days, 0:23:43, time: 1.074, data_time: 0.030, memory: 6921, loss_aux: 1.2903, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.2172, loss: 3.5075, grad_norm: 6.6278 2021-07-04 23:23:51,956 - mmaction - INFO - Epoch [43][2940/3757] lr: 1.000e-02, eta: 5 days, 0:23:20, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2891, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2203, loss: 3.5094, grad_norm: 6.6931 2021-07-04 23:24:12,894 - mmaction - INFO - Epoch [43][2960/3757] lr: 1.000e-02, eta: 5 days, 0:22:57, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2886, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1848, loss: 3.4734, grad_norm: 6.7027 2021-07-04 23:24:34,116 - mmaction - INFO - Epoch [43][2980/3757] lr: 1.000e-02, eta: 5 days, 0:22:35, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.2421, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.0884, loss: 3.3305, grad_norm: 6.5848 2021-07-04 23:24:55,126 - mmaction - INFO - Epoch [43][3000/3757] lr: 1.000e-02, eta: 5 days, 0:22:12, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3008, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2196, loss: 3.5204, grad_norm: 6.7443 2021-07-04 23:25:16,111 - mmaction - INFO - Epoch [43][3020/3757] lr: 1.000e-02, eta: 5 days, 0:21:49, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3518, top1_acc: 0.4797, top5_acc: 0.6914, loss_cls: 2.3414, loss: 3.6933, grad_norm: 6.7578 2021-07-04 23:25:37,349 - mmaction - INFO - Epoch [43][3040/3757] lr: 1.000e-02, eta: 5 days, 0:21:27, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.3037, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2466, loss: 3.5503, grad_norm: 6.7932 2021-07-04 23:25:58,819 - mmaction - INFO - Epoch [43][3060/3757] lr: 1.000e-02, eta: 5 days, 0:21:05, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3095, top1_acc: 0.4664, top5_acc: 0.7219, loss_cls: 2.2837, loss: 3.5933, grad_norm: 6.8271 2021-07-04 23:26:20,650 - mmaction - INFO - Epoch [43][3080/3757] lr: 1.000e-02, eta: 5 days, 0:20:45, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.2859, top1_acc: 0.5008, top5_acc: 0.7289, loss_cls: 2.1963, loss: 3.4823, grad_norm: 6.5704 2021-07-04 23:26:41,816 - mmaction - INFO - Epoch [43][3100/3757] lr: 1.000e-02, eta: 5 days, 0:20:22, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2499, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.2024, loss: 3.4524, grad_norm: 6.5910 2021-07-04 23:27:02,933 - mmaction - INFO - Epoch [43][3120/3757] lr: 1.000e-02, eta: 5 days, 0:20:00, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2842, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1677, loss: 3.4519, grad_norm: 6.5364 2021-07-04 23:27:23,958 - mmaction - INFO - Epoch [43][3140/3757] lr: 1.000e-02, eta: 5 days, 0:19:37, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2912, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.2241, loss: 3.5153, grad_norm: 6.5605 2021-07-04 23:27:45,178 - mmaction - INFO - Epoch [43][3160/3757] lr: 1.000e-02, eta: 5 days, 0:19:15, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.2859, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1758, loss: 3.4617, grad_norm: 6.6534 2021-07-04 23:28:06,210 - mmaction - INFO - Epoch [43][3180/3757] lr: 1.000e-02, eta: 5 days, 0:18:52, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.3095, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.2150, loss: 3.5245, grad_norm: 6.7759 2021-07-04 23:28:27,405 - mmaction - INFO - Epoch [43][3200/3757] lr: 1.000e-02, eta: 5 days, 0:18:30, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2977, top1_acc: 0.4852, top5_acc: 0.7141, loss_cls: 2.2696, loss: 3.5672, grad_norm: 6.8015 2021-07-04 23:28:48,641 - mmaction - INFO - Epoch [43][3220/3757] lr: 1.000e-02, eta: 5 days, 0:18:07, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2979, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.2231, loss: 3.5210, grad_norm: 6.4689 2021-07-04 23:29:09,746 - mmaction - INFO - Epoch [43][3240/3757] lr: 1.000e-02, eta: 5 days, 0:17:45, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3061, top1_acc: 0.4969, top5_acc: 0.7211, loss_cls: 2.2142, loss: 3.5203, grad_norm: 6.4829 2021-07-04 23:29:31,045 - mmaction - INFO - Epoch [43][3260/3757] lr: 1.000e-02, eta: 5 days, 0:17:23, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2621, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1757, loss: 3.4378, grad_norm: 6.7216 2021-07-04 23:29:51,993 - mmaction - INFO - Epoch [43][3280/3757] lr: 1.000e-02, eta: 5 days, 0:17:00, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.2832, top1_acc: 0.4852, top5_acc: 0.7188, loss_cls: 2.2314, loss: 3.5146, grad_norm: 6.7559 2021-07-04 23:30:13,278 - mmaction - INFO - Epoch [43][3300/3757] lr: 1.000e-02, eta: 5 days, 0:16:38, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2969, top1_acc: 0.5000, top5_acc: 0.7164, loss_cls: 2.2518, loss: 3.5487, grad_norm: 6.5886 2021-07-04 23:30:34,429 - mmaction - INFO - Epoch [43][3320/3757] lr: 1.000e-02, eta: 5 days, 0:16:15, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2449, top1_acc: 0.5273, top5_acc: 0.7727, loss_cls: 2.0645, loss: 3.3094, grad_norm: 6.4680 2021-07-04 23:30:55,591 - mmaction - INFO - Epoch [43][3340/3757] lr: 1.000e-02, eta: 5 days, 0:15:53, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3262, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.3085, loss: 3.6347, grad_norm: 6.8250 2021-07-04 23:31:16,781 - mmaction - INFO - Epoch [43][3360/3757] lr: 1.000e-02, eta: 5 days, 0:15:30, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3262, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.2779, loss: 3.6042, grad_norm: 6.6391 2021-07-04 23:31:38,074 - mmaction - INFO - Epoch [43][3380/3757] lr: 1.000e-02, eta: 5 days, 0:15:08, time: 1.065, data_time: 0.013, memory: 6921, loss_aux: 1.2929, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.2171, loss: 3.5100, grad_norm: 6.6281 2021-07-04 23:31:59,761 - mmaction - INFO - Epoch [43][3400/3757] lr: 1.000e-02, eta: 5 days, 0:14:47, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.2840, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.1856, loss: 3.4696, grad_norm: 6.6397 2021-07-04 23:32:21,262 - mmaction - INFO - Epoch [43][3420/3757] lr: 1.000e-02, eta: 5 days, 0:14:26, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4820, top5_acc: 0.7109, loss_cls: 2.3025, loss: 3.6289, grad_norm: 6.6366 2021-07-04 23:32:42,493 - mmaction - INFO - Epoch [43][3440/3757] lr: 1.000e-02, eta: 5 days, 0:14:04, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2669, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.1794, loss: 3.4462, grad_norm: 6.3300 2021-07-04 23:33:03,569 - mmaction - INFO - Epoch [43][3460/3757] lr: 1.000e-02, eta: 5 days, 0:13:41, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2952, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.2618, loss: 3.5570, grad_norm: 6.6589 2021-07-04 23:33:24,902 - mmaction - INFO - Epoch [43][3480/3757] lr: 1.000e-02, eta: 5 days, 0:13:19, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2796, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1575, loss: 3.4371, grad_norm: 6.5985 2021-07-04 23:33:46,004 - mmaction - INFO - Epoch [43][3500/3757] lr: 1.000e-02, eta: 5 days, 0:12:56, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2701, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.2246, loss: 3.4947, grad_norm: 6.6919 2021-07-04 23:34:08,457 - mmaction - INFO - Epoch [43][3520/3757] lr: 1.000e-02, eta: 5 days, 0:12:37, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 1.3388, top1_acc: 0.4789, top5_acc: 0.7070, loss_cls: 2.3034, loss: 3.6423, grad_norm: 6.8079 2021-07-04 23:34:29,769 - mmaction - INFO - Epoch [43][3540/3757] lr: 1.000e-02, eta: 5 days, 0:12:15, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2623, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.1956, loss: 3.4579, grad_norm: 6.7171 2021-07-04 23:34:50,836 - mmaction - INFO - Epoch [43][3560/3757] lr: 1.000e-02, eta: 5 days, 0:11:52, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3256, top1_acc: 0.4922, top5_acc: 0.7250, loss_cls: 2.2571, loss: 3.5826, grad_norm: 6.4010 2021-07-04 23:35:12,020 - mmaction - INFO - Epoch [43][3580/3757] lr: 1.000e-02, eta: 5 days, 0:11:30, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3014, top1_acc: 0.4930, top5_acc: 0.7219, loss_cls: 2.2291, loss: 3.5305, grad_norm: 6.4224 2021-07-04 23:35:33,052 - mmaction - INFO - Epoch [43][3600/3757] lr: 1.000e-02, eta: 5 days, 0:11:07, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2775, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.2113, loss: 3.4889, grad_norm: 6.5266 2021-07-04 23:35:54,195 - mmaction - INFO - Epoch [43][3620/3757] lr: 1.000e-02, eta: 5 days, 0:10:45, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2939, top1_acc: 0.5086, top5_acc: 0.7195, loss_cls: 2.2220, loss: 3.5159, grad_norm: 6.5239 2021-07-04 23:36:15,314 - mmaction - INFO - Epoch [43][3640/3757] lr: 1.000e-02, eta: 5 days, 0:10:22, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.2588, top1_acc: 0.4906, top5_acc: 0.7375, loss_cls: 2.1604, loss: 3.4192, grad_norm: 6.5788 2021-07-04 23:36:36,308 - mmaction - INFO - Epoch [43][3660/3757] lr: 1.000e-02, eta: 5 days, 0:10:00, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2952, top1_acc: 0.4977, top5_acc: 0.7227, loss_cls: 2.2123, loss: 3.5075, grad_norm: 6.8296 2021-07-04 23:36:57,466 - mmaction - INFO - Epoch [43][3680/3757] lr: 1.000e-02, eta: 5 days, 0:09:37, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2716, top1_acc: 0.4852, top5_acc: 0.7297, loss_cls: 2.2279, loss: 3.4994, grad_norm: 6.8275 2021-07-04 23:37:19,167 - mmaction - INFO - Epoch [43][3700/3757] lr: 1.000e-02, eta: 5 days, 0:09:16, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.3561, top1_acc: 0.4805, top5_acc: 0.6930, loss_cls: 2.3087, loss: 3.6648, grad_norm: 6.7722 2021-07-04 23:37:40,367 - mmaction - INFO - Epoch [43][3720/3757] lr: 1.000e-02, eta: 5 days, 0:08:54, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3140, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.2178, loss: 3.5318, grad_norm: 6.8197 2021-07-04 23:38:01,705 - mmaction - INFO - Epoch [43][3740/3757] lr: 1.000e-02, eta: 5 days, 0:08:32, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3129, top1_acc: 0.4836, top5_acc: 0.7172, loss_cls: 2.2772, loss: 3.5901, grad_norm: 6.7221 2021-07-04 23:38:19,996 - mmaction - INFO - Saving checkpoint at 43 epochs 2021-07-04 23:39:23,308 - mmaction - INFO - Epoch [44][20/3757] lr: 1.000e-02, eta: 5 days, 0:08:46, time: 3.083, data_time: 1.915, memory: 6921, loss_aux: 1.2525, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1189, loss: 3.3714, grad_norm: 6.4094 2021-07-04 23:39:44,031 - mmaction - INFO - Epoch [44][40/3757] lr: 1.000e-02, eta: 5 days, 0:08:23, time: 1.038, data_time: 0.006, memory: 6921, loss_aux: 1.3005, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2410, loss: 3.5416, grad_norm: 6.6893 2021-07-04 23:40:04,897 - mmaction - INFO - Epoch [44][60/3757] lr: 1.000e-02, eta: 5 days, 0:08:00, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.2580, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1526, loss: 3.4106, grad_norm: 6.5668 2021-07-04 23:40:25,917 - mmaction - INFO - Epoch [44][80/3757] lr: 1.000e-02, eta: 5 days, 0:07:37, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.3263, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2460, loss: 3.5723, grad_norm: 6.7795 2021-07-04 23:40:46,867 - mmaction - INFO - Epoch [44][100/3757] lr: 1.000e-02, eta: 5 days, 0:07:14, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.3090, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.2053, loss: 3.5143, grad_norm: 6.7413 2021-07-04 23:41:08,950 - mmaction - INFO - Epoch [44][120/3757] lr: 1.000e-02, eta: 5 days, 0:06:54, time: 1.104, data_time: 0.007, memory: 6921, loss_aux: 1.3112, top1_acc: 0.4898, top5_acc: 0.7406, loss_cls: 2.2129, loss: 3.5241, grad_norm: 6.9630 2021-07-04 23:41:29,909 - mmaction - INFO - Epoch [44][140/3757] lr: 1.000e-02, eta: 5 days, 0:06:31, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2317, top1_acc: 0.5078, top5_acc: 0.7516, loss_cls: 2.1215, loss: 3.3532, grad_norm: 6.7579 2021-07-04 23:41:51,122 - mmaction - INFO - Epoch [44][160/3757] lr: 1.000e-02, eta: 5 days, 0:06:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2576, top1_acc: 0.5273, top5_acc: 0.7406, loss_cls: 2.0872, loss: 3.3448, grad_norm: 6.6560 2021-07-04 23:42:12,115 - mmaction - INFO - Epoch [44][180/3757] lr: 1.000e-02, eta: 5 days, 0:05:46, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2372, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1479, loss: 3.3852, grad_norm: 6.4884 2021-07-04 23:42:33,244 - mmaction - INFO - Epoch [44][200/3757] lr: 1.000e-02, eta: 5 days, 0:05:24, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3047, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1710, loss: 3.4758, grad_norm: 6.8749 2021-07-04 23:42:54,295 - mmaction - INFO - Epoch [44][220/3757] lr: 1.000e-02, eta: 5 days, 0:05:01, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3222, top1_acc: 0.4750, top5_acc: 0.7203, loss_cls: 2.3052, loss: 3.6275, grad_norm: 6.7794 2021-07-04 23:43:15,622 - mmaction - INFO - Epoch [44][240/3757] lr: 1.000e-02, eta: 5 days, 0:04:39, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3034, top1_acc: 0.5016, top5_acc: 0.7234, loss_cls: 2.2509, loss: 3.5543, grad_norm: 6.4890 2021-07-04 23:43:37,024 - mmaction - INFO - Epoch [44][260/3757] lr: 1.000e-02, eta: 5 days, 0:04:17, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3293, top1_acc: 0.4758, top5_acc: 0.7195, loss_cls: 2.2672, loss: 3.5966, grad_norm: 6.8147 2021-07-04 23:43:58,226 - mmaction - INFO - Epoch [44][280/3757] lr: 1.000e-02, eta: 5 days, 0:03:55, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2933, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1760, loss: 3.4694, grad_norm: 6.7641 2021-07-04 23:44:19,175 - mmaction - INFO - Epoch [44][300/3757] lr: 1.000e-02, eta: 5 days, 0:03:32, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2374, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.1098, loss: 3.3471, grad_norm: 6.5267 2021-07-04 23:44:40,236 - mmaction - INFO - Epoch [44][320/3757] lr: 1.000e-02, eta: 5 days, 0:03:09, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2647, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1596, loss: 3.4243, grad_norm: 6.6655 2021-07-04 23:45:01,293 - mmaction - INFO - Epoch [44][340/3757] lr: 1.000e-02, eta: 5 days, 0:02:46, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2923, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2507, loss: 3.5430, grad_norm: 6.7328 2021-07-04 23:45:23,067 - mmaction - INFO - Epoch [44][360/3757] lr: 1.000e-02, eta: 5 days, 0:02:25, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3284, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2302, loss: 3.5586, grad_norm: 6.6012 2021-07-04 23:45:43,997 - mmaction - INFO - Epoch [44][380/3757] lr: 1.000e-02, eta: 5 days, 0:02:03, time: 1.047, data_time: 0.006, memory: 6921, loss_aux: 1.3077, top1_acc: 0.4984, top5_acc: 0.7211, loss_cls: 2.2115, loss: 3.5191, grad_norm: 6.7757 2021-07-04 23:46:04,906 - mmaction - INFO - Epoch [44][400/3757] lr: 1.000e-02, eta: 5 days, 0:01:40, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2901, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1973, loss: 3.4873, grad_norm: 6.5756 2021-07-04 23:46:26,141 - mmaction - INFO - Epoch [44][420/3757] lr: 1.000e-02, eta: 5 days, 0:01:17, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2428, top1_acc: 0.5281, top5_acc: 0.7289, loss_cls: 2.1109, loss: 3.3537, grad_norm: 6.5169 2021-07-04 23:46:47,362 - mmaction - INFO - Epoch [44][440/3757] lr: 1.000e-02, eta: 5 days, 0:00:55, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2520, top1_acc: 0.5172, top5_acc: 0.7375, loss_cls: 2.1567, loss: 3.4086, grad_norm: 6.6186 2021-07-04 23:47:08,388 - mmaction - INFO - Epoch [44][460/3757] lr: 1.000e-02, eta: 5 days, 0:00:32, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2648, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.1554, loss: 3.4202, grad_norm: 6.8286 2021-07-04 23:47:29,658 - mmaction - INFO - Epoch [44][480/3757] lr: 1.000e-02, eta: 5 days, 0:00:10, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2764, top1_acc: 0.4883, top5_acc: 0.7359, loss_cls: 2.1764, loss: 3.4529, grad_norm: 6.7129 2021-07-04 23:47:50,957 - mmaction - INFO - Epoch [44][500/3757] lr: 1.000e-02, eta: 4 days, 23:59:48, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.2930, top1_acc: 0.5148, top5_acc: 0.7266, loss_cls: 2.2118, loss: 3.5048, grad_norm: 6.7156 2021-07-04 23:48:12,040 - mmaction - INFO - Epoch [44][520/3757] lr: 1.000e-02, eta: 4 days, 23:59:26, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2468, top1_acc: 0.5000, top5_acc: 0.7539, loss_cls: 2.1430, loss: 3.3898, grad_norm: 6.7516 2021-07-04 23:48:34,027 - mmaction - INFO - Epoch [44][540/3757] lr: 1.000e-02, eta: 4 days, 23:59:05, time: 1.098, data_time: 0.001, memory: 6921, loss_aux: 1.2856, top1_acc: 0.5078, top5_acc: 0.7328, loss_cls: 2.1848, loss: 3.4703, grad_norm: 6.7512 2021-07-04 23:48:55,148 - mmaction - INFO - Epoch [44][560/3757] lr: 1.000e-02, eta: 4 days, 23:58:43, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2695, top1_acc: 0.5133, top5_acc: 0.7328, loss_cls: 2.1646, loss: 3.4341, grad_norm: 6.5196 2021-07-04 23:49:16,137 - mmaction - INFO - Epoch [44][580/3757] lr: 1.000e-02, eta: 4 days, 23:58:20, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2565, top1_acc: 0.4977, top5_acc: 0.7516, loss_cls: 2.1044, loss: 3.3609, grad_norm: 6.5737 2021-07-04 23:49:37,240 - mmaction - INFO - Epoch [44][600/3757] lr: 1.000e-02, eta: 4 days, 23:57:57, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2684, top1_acc: 0.5164, top5_acc: 0.7328, loss_cls: 2.1473, loss: 3.4157, grad_norm: 6.6457 2021-07-04 23:49:58,440 - mmaction - INFO - Epoch [44][620/3757] lr: 1.000e-02, eta: 4 days, 23:57:35, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2424, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0912, loss: 3.3336, grad_norm: 6.4709 2021-07-04 23:50:19,984 - mmaction - INFO - Epoch [44][640/3757] lr: 1.000e-02, eta: 4 days, 23:57:14, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.2388, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.0949, loss: 3.3337, grad_norm: 6.5616 2021-07-04 23:50:41,135 - mmaction - INFO - Epoch [44][660/3757] lr: 1.000e-02, eta: 4 days, 23:56:51, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3092, top1_acc: 0.4977, top5_acc: 0.7320, loss_cls: 2.2136, loss: 3.5228, grad_norm: 6.6081 2021-07-04 23:51:02,135 - mmaction - INFO - Epoch [44][680/3757] lr: 1.000e-02, eta: 4 days, 23:56:28, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3132, top1_acc: 0.4859, top5_acc: 0.7266, loss_cls: 2.2523, loss: 3.5655, grad_norm: 6.6697 2021-07-04 23:51:23,231 - mmaction - INFO - Epoch [44][700/3757] lr: 1.000e-02, eta: 4 days, 23:56:06, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2554, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1216, loss: 3.3770, grad_norm: 6.5704 2021-07-04 23:51:44,335 - mmaction - INFO - Epoch [44][720/3757] lr: 1.000e-02, eta: 4 days, 23:55:43, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2860, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1518, loss: 3.4379, grad_norm: 6.8077 2021-07-04 23:52:05,896 - mmaction - INFO - Epoch [44][740/3757] lr: 1.000e-02, eta: 4 days, 23:55:22, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.2740, top1_acc: 0.5070, top5_acc: 0.7344, loss_cls: 2.1737, loss: 3.4477, grad_norm: 6.8116 2021-07-04 23:52:27,251 - mmaction - INFO - Epoch [44][760/3757] lr: 1.000e-02, eta: 4 days, 23:55:00, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2350, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.0948, loss: 3.3298, grad_norm: 6.5923 2021-07-04 23:52:48,345 - mmaction - INFO - Epoch [44][780/3757] lr: 1.000e-02, eta: 4 days, 23:54:37, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.2709, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.1657, loss: 3.4366, grad_norm: 6.7734 2021-07-04 23:53:09,518 - mmaction - INFO - Epoch [44][800/3757] lr: 1.000e-02, eta: 4 days, 23:54:15, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4898, top5_acc: 0.7117, loss_cls: 2.2773, loss: 3.5839, grad_norm: 6.7782 2021-07-04 23:53:30,783 - mmaction - INFO - Epoch [44][820/3757] lr: 1.000e-02, eta: 4 days, 23:53:53, time: 1.063, data_time: 0.024, memory: 6921, loss_aux: 1.2822, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1387, loss: 3.4209, grad_norm: 6.7121 2021-07-04 23:53:51,893 - mmaction - INFO - Epoch [44][840/3757] lr: 1.000e-02, eta: 4 days, 23:53:30, time: 1.057, data_time: 0.010, memory: 6921, loss_aux: 1.2911, top1_acc: 0.4977, top5_acc: 0.7250, loss_cls: 2.1984, loss: 3.4895, grad_norm: 6.5210 2021-07-04 23:54:13,006 - mmaction - INFO - Epoch [44][860/3757] lr: 1.000e-02, eta: 4 days, 23:53:08, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2960, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.2109, loss: 3.5069, grad_norm: 6.7212 2021-07-04 23:54:34,544 - mmaction - INFO - Epoch [44][880/3757] lr: 1.000e-02, eta: 4 days, 23:52:46, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2578, top1_acc: 0.4984, top5_acc: 0.7500, loss_cls: 2.1593, loss: 3.4171, grad_norm: 6.7059 2021-07-04 23:54:56,118 - mmaction - INFO - Epoch [44][900/3757] lr: 1.000e-02, eta: 4 days, 23:52:25, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2448, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.1331, loss: 3.3778, grad_norm: 6.6167 2021-07-04 23:55:17,566 - mmaction - INFO - Epoch [44][920/3757] lr: 1.000e-02, eta: 4 days, 23:52:03, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.2986, top1_acc: 0.4977, top5_acc: 0.7375, loss_cls: 2.2063, loss: 3.5049, grad_norm: 6.5657 2021-07-04 23:55:38,655 - mmaction - INFO - Epoch [44][940/3757] lr: 1.000e-02, eta: 4 days, 23:51:41, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2966, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2236, loss: 3.5203, grad_norm: 6.6864 2021-07-04 23:55:59,706 - mmaction - INFO - Epoch [44][960/3757] lr: 1.000e-02, eta: 4 days, 23:51:18, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3167, top1_acc: 0.5141, top5_acc: 0.7242, loss_cls: 2.1954, loss: 3.5121, grad_norm: 6.6594 2021-07-04 23:56:20,972 - mmaction - INFO - Epoch [44][980/3757] lr: 1.000e-02, eta: 4 days, 23:50:56, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3084, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2328, loss: 3.5412, grad_norm: 6.6076 2021-07-04 23:56:43,519 - mmaction - INFO - Epoch [44][1000/3757] lr: 1.000e-02, eta: 4 days, 23:50:37, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 1.2707, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1804, loss: 3.4511, grad_norm: 6.6049 2021-07-04 23:57:04,470 - mmaction - INFO - Epoch [44][1020/3757] lr: 1.000e-02, eta: 4 days, 23:50:14, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.2688, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1654, loss: 3.4341, grad_norm: 6.5005 2021-07-04 23:57:25,352 - mmaction - INFO - Epoch [44][1040/3757] lr: 1.000e-02, eta: 4 days, 23:49:51, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.3070, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2624, loss: 3.5693, grad_norm: 6.7419 2021-07-04 23:57:46,635 - mmaction - INFO - Epoch [44][1060/3757] lr: 1.000e-02, eta: 4 days, 23:49:29, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3219, top1_acc: 0.5078, top5_acc: 0.7188, loss_cls: 2.2556, loss: 3.5775, grad_norm: 6.5441 2021-07-04 23:58:07,615 - mmaction - INFO - Epoch [44][1080/3757] lr: 1.000e-02, eta: 4 days, 23:49:06, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3016, top1_acc: 0.5016, top5_acc: 0.7250, loss_cls: 2.2430, loss: 3.5446, grad_norm: 6.7884 2021-07-04 23:58:28,801 - mmaction - INFO - Epoch [44][1100/3757] lr: 1.000e-02, eta: 4 days, 23:48:43, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3035, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2548, loss: 3.5583, grad_norm: 6.5414 2021-07-04 23:58:51,238 - mmaction - INFO - Epoch [44][1120/3757] lr: 1.000e-02, eta: 4 days, 23:48:24, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 1.2407, top1_acc: 0.5141, top5_acc: 0.7250, loss_cls: 2.1563, loss: 3.3970, grad_norm: 6.5014 2021-07-04 23:59:11,960 - mmaction - INFO - Epoch [44][1140/3757] lr: 1.000e-02, eta: 4 days, 23:48:01, time: 1.036, data_time: 0.002, memory: 6921, loss_aux: 1.3050, top1_acc: 0.5117, top5_acc: 0.7281, loss_cls: 2.1817, loss: 3.4867, grad_norm: 6.4726 2021-07-04 23:59:33,050 - mmaction - INFO - Epoch [44][1160/3757] lr: 1.000e-02, eta: 4 days, 23:47:38, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2933, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.2241, loss: 3.5174, grad_norm: 6.6312 2021-07-04 23:59:53,988 - mmaction - INFO - Epoch [44][1180/3757] lr: 1.000e-02, eta: 4 days, 23:47:15, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.3516, top1_acc: 0.4914, top5_acc: 0.7086, loss_cls: 2.3216, loss: 3.6732, grad_norm: 6.5032 2021-07-05 00:00:14,983 - mmaction - INFO - Epoch [44][1200/3757] lr: 1.000e-02, eta: 4 days, 23:46:52, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2427, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1101, loss: 3.3528, grad_norm: 6.4485 2021-07-05 00:00:35,983 - mmaction - INFO - Epoch [44][1220/3757] lr: 1.000e-02, eta: 4 days, 23:46:30, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2994, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2566, loss: 3.5561, grad_norm: 6.6306 2021-07-05 00:00:57,069 - mmaction - INFO - Epoch [44][1240/3757] lr: 1.000e-02, eta: 4 days, 23:46:07, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.2864, top1_acc: 0.4992, top5_acc: 0.7227, loss_cls: 2.1873, loss: 3.4737, grad_norm: 6.7253 2021-07-05 00:01:18,203 - mmaction - INFO - Epoch [44][1260/3757] lr: 1.000e-02, eta: 4 days, 23:45:45, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2744, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1850, loss: 3.4594, grad_norm: 6.5286 2021-07-05 00:01:39,376 - mmaction - INFO - Epoch [44][1280/3757] lr: 1.000e-02, eta: 4 days, 23:45:22, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3295, top1_acc: 0.5047, top5_acc: 0.7258, loss_cls: 2.2259, loss: 3.5555, grad_norm: 6.7013 2021-07-05 00:02:01,038 - mmaction - INFO - Epoch [44][1300/3757] lr: 1.000e-02, eta: 4 days, 23:45:01, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.2722, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.1892, loss: 3.4614, grad_norm: 6.8011 2021-07-05 00:02:22,346 - mmaction - INFO - Epoch [44][1320/3757] lr: 1.000e-02, eta: 4 days, 23:44:39, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2642, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.1448, loss: 3.4090, grad_norm: 6.6990 2021-07-05 00:02:43,310 - mmaction - INFO - Epoch [44][1340/3757] lr: 1.000e-02, eta: 4 days, 23:44:16, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.2815, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2191, loss: 3.5006, grad_norm: 6.6518 2021-07-05 00:03:05,191 - mmaction - INFO - Epoch [44][1360/3757] lr: 1.000e-02, eta: 4 days, 23:43:56, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.2744, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.1516, loss: 3.4260, grad_norm: 6.7480 2021-07-05 00:03:27,244 - mmaction - INFO - Epoch [44][1380/3757] lr: 1.000e-02, eta: 4 days, 23:43:35, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2735, top1_acc: 0.5055, top5_acc: 0.7539, loss_cls: 2.1368, loss: 3.4103, grad_norm: 6.6626 2021-07-05 00:03:48,240 - mmaction - INFO - Epoch [44][1400/3757] lr: 1.000e-02, eta: 4 days, 23:43:13, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.2770, top1_acc: 0.4813, top5_acc: 0.7195, loss_cls: 2.2255, loss: 3.5024, grad_norm: 6.5149 2021-07-05 00:04:09,356 - mmaction - INFO - Epoch [44][1420/3757] lr: 1.000e-02, eta: 4 days, 23:42:50, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.2893, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.2023, loss: 3.4916, grad_norm: 6.5855 2021-07-05 00:04:30,543 - mmaction - INFO - Epoch [44][1440/3757] lr: 1.000e-02, eta: 4 days, 23:42:28, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2655, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.1537, loss: 3.4192, grad_norm: 6.8478 2021-07-05 00:04:51,571 - mmaction - INFO - Epoch [44][1460/3757] lr: 1.000e-02, eta: 4 days, 23:42:05, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2997, top1_acc: 0.4953, top5_acc: 0.7227, loss_cls: 2.2377, loss: 3.5374, grad_norm: 6.6026 2021-07-05 00:05:12,758 - mmaction - INFO - Epoch [44][1480/3757] lr: 1.000e-02, eta: 4 days, 23:41:43, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3195, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.2161, loss: 3.5356, grad_norm: 6.6905 2021-07-05 00:05:34,008 - mmaction - INFO - Epoch [44][1500/3757] lr: 1.000e-02, eta: 4 days, 23:41:20, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2526, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1255, loss: 3.3781, grad_norm: 6.6034 2021-07-05 00:05:55,144 - mmaction - INFO - Epoch [44][1520/3757] lr: 1.000e-02, eta: 4 days, 23:40:58, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2596, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.1377, loss: 3.3973, grad_norm: 6.6393 2021-07-05 00:06:16,311 - mmaction - INFO - Epoch [44][1540/3757] lr: 1.000e-02, eta: 4 days, 23:40:36, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3082, top1_acc: 0.5039, top5_acc: 0.7266, loss_cls: 2.2553, loss: 3.5636, grad_norm: 6.8005 2021-07-05 00:06:38,387 - mmaction - INFO - Epoch [44][1560/3757] lr: 1.000e-02, eta: 4 days, 23:40:16, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2476, top1_acc: 0.5070, top5_acc: 0.7484, loss_cls: 2.1352, loss: 3.3828, grad_norm: 6.7151 2021-07-05 00:06:59,466 - mmaction - INFO - Epoch [44][1580/3757] lr: 1.000e-02, eta: 4 days, 23:39:53, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2646, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1462, loss: 3.4108, grad_norm: 6.5301 2021-07-05 00:07:20,433 - mmaction - INFO - Epoch [44][1600/3757] lr: 1.000e-02, eta: 4 days, 23:39:30, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3085, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2886, loss: 3.5971, grad_norm: 6.9307 2021-07-05 00:07:41,617 - mmaction - INFO - Epoch [44][1620/3757] lr: 1.000e-02, eta: 4 days, 23:39:08, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3238, top1_acc: 0.4758, top5_acc: 0.6977, loss_cls: 2.2902, loss: 3.6139, grad_norm: 6.8687 2021-07-05 00:08:02,596 - mmaction - INFO - Epoch [44][1640/3757] lr: 1.000e-02, eta: 4 days, 23:38:45, time: 1.051, data_time: 0.007, memory: 6921, loss_aux: 1.2999, top1_acc: 0.5039, top5_acc: 0.7188, loss_cls: 2.2359, loss: 3.5358, grad_norm: 6.5561 2021-07-05 00:08:23,924 - mmaction - INFO - Epoch [44][1660/3757] lr: 1.000e-02, eta: 4 days, 23:38:23, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.2869, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.1960, loss: 3.4829, grad_norm: 6.6948 2021-07-05 00:08:44,990 - mmaction - INFO - Epoch [44][1680/3757] lr: 1.000e-02, eta: 4 days, 23:38:00, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3266, top1_acc: 0.4852, top5_acc: 0.7227, loss_cls: 2.2519, loss: 3.5786, grad_norm: 6.8447 2021-07-05 00:09:06,077 - mmaction - INFO - Epoch [44][1700/3757] lr: 1.000e-02, eta: 4 days, 23:37:38, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3381, top1_acc: 0.4695, top5_acc: 0.7070, loss_cls: 2.3460, loss: 3.6841, grad_norm: 6.9483 2021-07-05 00:09:27,510 - mmaction - INFO - Epoch [44][1720/3757] lr: 1.000e-02, eta: 4 days, 23:37:16, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3049, top1_acc: 0.4984, top5_acc: 0.7273, loss_cls: 2.2291, loss: 3.5340, grad_norm: 6.7061 2021-07-05 00:09:49,341 - mmaction - INFO - Epoch [44][1740/3757] lr: 1.000e-02, eta: 4 days, 23:36:55, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 1.2817, top1_acc: 0.4813, top5_acc: 0.7133, loss_cls: 2.2074, loss: 3.4891, grad_norm: 6.6033 2021-07-05 00:10:10,462 - mmaction - INFO - Epoch [44][1760/3757] lr: 1.000e-02, eta: 4 days, 23:36:33, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2826, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.2180, loss: 3.5006, grad_norm: 6.8009 2021-07-05 00:10:31,811 - mmaction - INFO - Epoch [44][1780/3757] lr: 1.000e-02, eta: 4 days, 23:36:11, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3141, top1_acc: 0.4688, top5_acc: 0.7250, loss_cls: 2.2738, loss: 3.5879, grad_norm: 6.8165 2021-07-05 00:10:53,081 - mmaction - INFO - Epoch [44][1800/3757] lr: 1.000e-02, eta: 4 days, 23:35:49, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3433, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.3571, loss: 3.7004, grad_norm: 6.6020 2021-07-05 00:11:14,194 - mmaction - INFO - Epoch [44][1820/3757] lr: 1.000e-02, eta: 4 days, 23:35:26, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3099, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.2330, loss: 3.5429, grad_norm: 6.6659 2021-07-05 00:11:35,264 - mmaction - INFO - Epoch [44][1840/3757] lr: 1.000e-02, eta: 4 days, 23:35:04, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3607, top1_acc: 0.4602, top5_acc: 0.7016, loss_cls: 2.3466, loss: 3.7072, grad_norm: 6.7491 2021-07-05 00:11:56,352 - mmaction - INFO - Epoch [44][1860/3757] lr: 1.000e-02, eta: 4 days, 23:34:41, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2879, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1970, loss: 3.4849, grad_norm: 6.5952 2021-07-05 00:12:17,603 - mmaction - INFO - Epoch [44][1880/3757] lr: 1.000e-02, eta: 4 days, 23:34:19, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2918, top1_acc: 0.4938, top5_acc: 0.7148, loss_cls: 2.2471, loss: 3.5389, grad_norm: 6.5610 2021-07-05 00:12:38,848 - mmaction - INFO - Epoch [44][1900/3757] lr: 1.000e-02, eta: 4 days, 23:33:57, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2247, top1_acc: 0.5227, top5_acc: 0.7320, loss_cls: 2.1101, loss: 3.3348, grad_norm: 6.5087 2021-07-05 00:13:00,212 - mmaction - INFO - Epoch [44][1920/3757] lr: 1.000e-02, eta: 4 days, 23:33:35, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2969, top1_acc: 0.5109, top5_acc: 0.7297, loss_cls: 2.1934, loss: 3.4903, grad_norm: 6.5590 2021-07-05 00:13:21,466 - mmaction - INFO - Epoch [44][1940/3757] lr: 1.000e-02, eta: 4 days, 23:33:13, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3086, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2805, loss: 3.5891, grad_norm: 6.8476 2021-07-05 00:13:42,579 - mmaction - INFO - Epoch [44][1960/3757] lr: 1.000e-02, eta: 4 days, 23:32:50, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3433, top1_acc: 0.4727, top5_acc: 0.7133, loss_cls: 2.3330, loss: 3.6764, grad_norm: 6.7027 2021-07-05 00:14:03,808 - mmaction - INFO - Epoch [44][1980/3757] lr: 1.000e-02, eta: 4 days, 23:32:28, time: 1.063, data_time: 0.007, memory: 6921, loss_aux: 1.2981, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2046, loss: 3.5027, grad_norm: 6.4075 2021-07-05 00:14:24,773 - mmaction - INFO - Epoch [44][2000/3757] lr: 1.000e-02, eta: 4 days, 23:32:05, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2583, top1_acc: 0.5055, top5_acc: 0.7258, loss_cls: 2.1760, loss: 3.4343, grad_norm: 6.4876 2021-07-05 00:14:46,170 - mmaction - INFO - Epoch [44][2020/3757] lr: 1.000e-02, eta: 4 days, 23:31:43, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.2653, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.1550, loss: 3.4203, grad_norm: 6.6156 2021-07-05 00:15:07,640 - mmaction - INFO - Epoch [44][2040/3757] lr: 1.000e-02, eta: 4 days, 23:31:22, time: 1.075, data_time: 0.006, memory: 6921, loss_aux: 1.2734, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1781, loss: 3.4515, grad_norm: 6.4900 2021-07-05 00:15:28,566 - mmaction - INFO - Epoch [44][2060/3757] lr: 1.000e-02, eta: 4 days, 23:30:59, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.3218, top1_acc: 0.4992, top5_acc: 0.7117, loss_cls: 2.2614, loss: 3.5831, grad_norm: 6.5291 2021-07-05 00:15:50,508 - mmaction - INFO - Epoch [44][2080/3757] lr: 1.000e-02, eta: 4 days, 23:30:38, time: 1.096, data_time: 0.001, memory: 6921, loss_aux: 1.2914, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.2056, loss: 3.4970, grad_norm: 6.5413 2021-07-05 00:16:11,388 - mmaction - INFO - Epoch [44][2100/3757] lr: 1.000e-02, eta: 4 days, 23:30:15, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.2700, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.2026, loss: 3.4726, grad_norm: 6.8233 2021-07-05 00:16:32,941 - mmaction - INFO - Epoch [44][2120/3757] lr: 1.000e-02, eta: 4 days, 23:29:54, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.2586, top1_acc: 0.5219, top5_acc: 0.7430, loss_cls: 2.1120, loss: 3.3706, grad_norm: 6.4586 2021-07-05 00:16:53,924 - mmaction - INFO - Epoch [44][2140/3757] lr: 1.000e-02, eta: 4 days, 23:29:31, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2892, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.1473, loss: 3.4365, grad_norm: 6.6511 2021-07-05 00:17:14,941 - mmaction - INFO - Epoch [44][2160/3757] lr: 1.000e-02, eta: 4 days, 23:29:08, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3043, top1_acc: 0.4977, top5_acc: 0.7258, loss_cls: 2.2300, loss: 3.5343, grad_norm: 6.8966 2021-07-05 00:17:37,096 - mmaction - INFO - Epoch [44][2180/3757] lr: 1.000e-02, eta: 4 days, 23:28:48, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.3137, top1_acc: 0.4805, top5_acc: 0.7094, loss_cls: 2.2732, loss: 3.5869, grad_norm: 6.4852 2021-07-05 00:17:57,828 - mmaction - INFO - Epoch [44][2200/3757] lr: 1.000e-02, eta: 4 days, 23:28:25, time: 1.036, data_time: 0.003, memory: 6921, loss_aux: 1.3175, top1_acc: 0.4930, top5_acc: 0.7211, loss_cls: 2.2287, loss: 3.5462, grad_norm: 6.7510 2021-07-05 00:18:18,861 - mmaction - INFO - Epoch [44][2220/3757] lr: 1.000e-02, eta: 4 days, 23:28:02, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2858, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2145, loss: 3.5003, grad_norm: 6.6614 2021-07-05 00:18:40,031 - mmaction - INFO - Epoch [44][2240/3757] lr: 1.000e-02, eta: 4 days, 23:27:40, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3088, top1_acc: 0.4859, top5_acc: 0.7203, loss_cls: 2.2270, loss: 3.5358, grad_norm: 6.6839 2021-07-05 00:19:01,320 - mmaction - INFO - Epoch [44][2260/3757] lr: 1.000e-02, eta: 4 days, 23:27:18, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3033, top1_acc: 0.4891, top5_acc: 0.7172, loss_cls: 2.2725, loss: 3.5758, grad_norm: 6.5481 2021-07-05 00:19:22,470 - mmaction - INFO - Epoch [44][2280/3757] lr: 1.000e-02, eta: 4 days, 23:26:55, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2996, top1_acc: 0.4742, top5_acc: 0.7297, loss_cls: 2.2619, loss: 3.5614, grad_norm: 6.6941 2021-07-05 00:19:43,571 - mmaction - INFO - Epoch [44][2300/3757] lr: 1.000e-02, eta: 4 days, 23:26:33, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2771, top1_acc: 0.4969, top5_acc: 0.7422, loss_cls: 2.2002, loss: 3.4773, grad_norm: 6.6069 2021-07-05 00:20:04,900 - mmaction - INFO - Epoch [44][2320/3757] lr: 1.000e-02, eta: 4 days, 23:26:11, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2956, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.2544, loss: 3.5499, grad_norm: 6.4968 2021-07-05 00:20:25,961 - mmaction - INFO - Epoch [44][2340/3757] lr: 1.000e-02, eta: 4 days, 23:25:48, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3060, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.2572, loss: 3.5632, grad_norm: 6.8732 2021-07-05 00:20:47,935 - mmaction - INFO - Epoch [44][2360/3757] lr: 1.000e-02, eta: 4 days, 23:25:28, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.3353, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2245, loss: 3.5598, grad_norm: 6.7458 2021-07-05 00:21:09,409 - mmaction - INFO - Epoch [44][2380/3757] lr: 1.000e-02, eta: 4 days, 23:25:06, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.2404, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1250, loss: 3.3654, grad_norm: 6.7155 2021-07-05 00:21:30,725 - mmaction - INFO - Epoch [44][2400/3757] lr: 1.000e-02, eta: 4 days, 23:24:44, time: 1.067, data_time: 0.015, memory: 6921, loss_aux: 1.3246, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2782, loss: 3.6028, grad_norm: 6.6174 2021-07-05 00:21:52,478 - mmaction - INFO - Epoch [44][2420/3757] lr: 1.000e-02, eta: 4 days, 23:24:23, time: 1.086, data_time: 0.033, memory: 6921, loss_aux: 1.2845, top1_acc: 0.4961, top5_acc: 0.7227, loss_cls: 2.2095, loss: 3.4939, grad_norm: 6.5838 2021-07-05 00:22:13,496 - mmaction - INFO - Epoch [44][2440/3757] lr: 1.000e-02, eta: 4 days, 23:24:00, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2672, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.1592, loss: 3.4264, grad_norm: 6.5515 2021-07-05 00:22:35,284 - mmaction - INFO - Epoch [44][2460/3757] lr: 1.000e-02, eta: 4 days, 23:23:39, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.2829, top1_acc: 0.4969, top5_acc: 0.7227, loss_cls: 2.2111, loss: 3.4940, grad_norm: 6.6657 2021-07-05 00:22:56,529 - mmaction - INFO - Epoch [44][2480/3757] lr: 1.000e-02, eta: 4 days, 23:23:17, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.3434, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.2813, loss: 3.6247, grad_norm: 6.8124 2021-07-05 00:23:17,583 - mmaction - INFO - Epoch [44][2500/3757] lr: 1.000e-02, eta: 4 days, 23:22:55, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3017, top1_acc: 0.4766, top5_acc: 0.7141, loss_cls: 2.2358, loss: 3.5374, grad_norm: 6.6113 2021-07-05 00:23:38,439 - mmaction - INFO - Epoch [44][2520/3757] lr: 1.000e-02, eta: 4 days, 23:22:32, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.3321, top1_acc: 0.4695, top5_acc: 0.7125, loss_cls: 2.3093, loss: 3.6414, grad_norm: 6.7527 2021-07-05 00:23:59,545 - mmaction - INFO - Epoch [44][2540/3757] lr: 1.000e-02, eta: 4 days, 23:22:09, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2677, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.1950, loss: 3.4626, grad_norm: 6.5304 2021-07-05 00:24:20,587 - mmaction - INFO - Epoch [44][2560/3757] lr: 1.000e-02, eta: 4 days, 23:21:46, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3180, top1_acc: 0.4938, top5_acc: 0.7227, loss_cls: 2.2311, loss: 3.5491, grad_norm: 6.7860 2021-07-05 00:24:42,026 - mmaction - INFO - Epoch [44][2580/3757] lr: 1.000e-02, eta: 4 days, 23:21:25, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.3047, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.2362, loss: 3.5409, grad_norm: 6.8314 2021-07-05 00:25:03,279 - mmaction - INFO - Epoch [44][2600/3757] lr: 1.000e-02, eta: 4 days, 23:21:03, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3666, top1_acc: 0.4609, top5_acc: 0.7156, loss_cls: 2.3370, loss: 3.7035, grad_norm: 6.6976 2021-07-05 00:25:24,865 - mmaction - INFO - Epoch [44][2620/3757] lr: 1.000e-02, eta: 4 days, 23:20:41, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.3008, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.1976, loss: 3.4984, grad_norm: 6.6632 2021-07-05 00:25:46,105 - mmaction - INFO - Epoch [44][2640/3757] lr: 1.000e-02, eta: 4 days, 23:20:19, time: 1.063, data_time: 0.008, memory: 6921, loss_aux: 1.3151, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.2696, loss: 3.5847, grad_norm: 6.6869 2021-07-05 00:26:07,321 - mmaction - INFO - Epoch [44][2660/3757] lr: 1.000e-02, eta: 4 days, 23:19:57, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3083, top1_acc: 0.5023, top5_acc: 0.7281, loss_cls: 2.2233, loss: 3.5316, grad_norm: 6.7091 2021-07-05 00:26:28,913 - mmaction - INFO - Epoch [44][2680/3757] lr: 1.000e-02, eta: 4 days, 23:19:35, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2818, top1_acc: 0.4953, top5_acc: 0.7281, loss_cls: 2.2194, loss: 3.5012, grad_norm: 6.8917 2021-07-05 00:26:50,194 - mmaction - INFO - Epoch [44][2700/3757] lr: 1.000e-02, eta: 4 days, 23:19:13, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2839, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1968, loss: 3.4807, grad_norm: 6.8276 2021-07-05 00:27:11,304 - mmaction - INFO - Epoch [44][2720/3757] lr: 1.000e-02, eta: 4 days, 23:18:51, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2769, top1_acc: 0.5000, top5_acc: 0.7359, loss_cls: 2.1806, loss: 3.4576, grad_norm: 6.7578 2021-07-05 00:27:32,222 - mmaction - INFO - Epoch [44][2740/3757] lr: 1.000e-02, eta: 4 days, 23:18:28, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.2986, top1_acc: 0.5117, top5_acc: 0.7219, loss_cls: 2.2056, loss: 3.5041, grad_norm: 6.8671 2021-07-05 00:27:53,330 - mmaction - INFO - Epoch [44][2760/3757] lr: 1.000e-02, eta: 4 days, 23:18:05, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5156, top5_acc: 0.7531, loss_cls: 2.1221, loss: 3.3788, grad_norm: 6.4333 2021-07-05 00:28:14,937 - mmaction - INFO - Epoch [44][2780/3757] lr: 1.000e-02, eta: 4 days, 23:17:44, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.2774, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1615, loss: 3.4390, grad_norm: 6.6580 2021-07-05 00:28:36,134 - mmaction - INFO - Epoch [44][2800/3757] lr: 1.000e-02, eta: 4 days, 23:17:22, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2182, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.0972, loss: 3.3154, grad_norm: 6.3703 2021-07-05 00:28:57,427 - mmaction - INFO - Epoch [44][2820/3757] lr: 1.000e-02, eta: 4 days, 23:17:00, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3507, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3318, loss: 3.6826, grad_norm: 6.8659 2021-07-05 00:29:18,320 - mmaction - INFO - Epoch [44][2840/3757] lr: 1.000e-02, eta: 4 days, 23:16:37, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2804, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.2277, loss: 3.5081, grad_norm: 6.7584 2021-07-05 00:29:39,605 - mmaction - INFO - Epoch [44][2860/3757] lr: 1.000e-02, eta: 4 days, 23:16:15, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3055, top1_acc: 0.5000, top5_acc: 0.7164, loss_cls: 2.2475, loss: 3.5530, grad_norm: 6.7569 2021-07-05 00:30:01,184 - mmaction - INFO - Epoch [44][2880/3757] lr: 1.000e-02, eta: 4 days, 23:15:53, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2858, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.1836, loss: 3.4693, grad_norm: 6.6618 2021-07-05 00:30:22,962 - mmaction - INFO - Epoch [44][2900/3757] lr: 1.000e-02, eta: 4 days, 23:15:32, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2727, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1701, loss: 3.4428, grad_norm: 6.4927 2021-07-05 00:30:44,013 - mmaction - INFO - Epoch [44][2920/3757] lr: 1.000e-02, eta: 4 days, 23:15:10, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2771, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1844, loss: 3.4615, grad_norm: 6.7684 2021-07-05 00:31:05,045 - mmaction - INFO - Epoch [44][2940/3757] lr: 1.000e-02, eta: 4 days, 23:14:47, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3305, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2731, loss: 3.6036, grad_norm: 6.8491 2021-07-05 00:31:26,148 - mmaction - INFO - Epoch [44][2960/3757] lr: 1.000e-02, eta: 4 days, 23:14:24, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3073, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.1822, loss: 3.4895, grad_norm: 6.6926 2021-07-05 00:31:47,347 - mmaction - INFO - Epoch [44][2980/3757] lr: 1.000e-02, eta: 4 days, 23:14:02, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2851, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.1774, loss: 3.4625, grad_norm: 6.8163 2021-07-05 00:32:08,630 - mmaction - INFO - Epoch [44][3000/3757] lr: 1.000e-02, eta: 4 days, 23:13:40, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2878, top1_acc: 0.4758, top5_acc: 0.7125, loss_cls: 2.2775, loss: 3.5653, grad_norm: 6.8850 2021-07-05 00:32:29,815 - mmaction - INFO - Epoch [44][3020/3757] lr: 1.000e-02, eta: 4 days, 23:13:18, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2839, top1_acc: 0.5016, top5_acc: 0.7219, loss_cls: 2.1949, loss: 3.4788, grad_norm: 6.7502 2021-07-05 00:32:51,606 - mmaction - INFO - Epoch [44][3040/3757] lr: 1.000e-02, eta: 4 days, 23:12:57, time: 1.091, data_time: 0.047, memory: 6921, loss_aux: 1.2066, top1_acc: 0.5305, top5_acc: 0.7484, loss_cls: 2.0385, loss: 3.2451, grad_norm: 6.5231 2021-07-05 00:33:12,519 - mmaction - INFO - Epoch [44][3060/3757] lr: 1.000e-02, eta: 4 days, 23:12:34, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.3051, top1_acc: 0.4992, top5_acc: 0.7141, loss_cls: 2.2546, loss: 3.5597, grad_norm: 6.7379 2021-07-05 00:33:33,694 - mmaction - INFO - Epoch [44][3080/3757] lr: 1.000e-02, eta: 4 days, 23:12:12, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3037, top1_acc: 0.4797, top5_acc: 0.7219, loss_cls: 2.2690, loss: 3.5727, grad_norm: 6.8926 2021-07-05 00:33:55,395 - mmaction - INFO - Epoch [44][3100/3757] lr: 1.000e-02, eta: 4 days, 23:11:51, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.2687, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1601, loss: 3.4288, grad_norm: 6.6625 2021-07-05 00:34:16,542 - mmaction - INFO - Epoch [44][3120/3757] lr: 1.000e-02, eta: 4 days, 23:11:28, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3779, top1_acc: 0.4703, top5_acc: 0.6961, loss_cls: 2.3880, loss: 3.7659, grad_norm: 6.9609 2021-07-05 00:34:37,701 - mmaction - INFO - Epoch [44][3140/3757] lr: 1.000e-02, eta: 4 days, 23:11:06, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2751, top1_acc: 0.5016, top5_acc: 0.7250, loss_cls: 2.1952, loss: 3.4703, grad_norm: 6.5646 2021-07-05 00:34:58,794 - mmaction - INFO - Epoch [44][3160/3757] lr: 1.000e-02, eta: 4 days, 23:10:43, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2902, top1_acc: 0.5078, top5_acc: 0.7242, loss_cls: 2.2083, loss: 3.4985, grad_norm: 6.4314 2021-07-05 00:35:19,821 - mmaction - INFO - Epoch [44][3180/3757] lr: 1.000e-02, eta: 4 days, 23:10:21, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2998, top1_acc: 0.4813, top5_acc: 0.7336, loss_cls: 2.2365, loss: 3.5363, grad_norm: 6.6992 2021-07-05 00:35:41,095 - mmaction - INFO - Epoch [44][3200/3757] lr: 1.000e-02, eta: 4 days, 23:09:58, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3162, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2777, loss: 3.5939, grad_norm: 6.6479 2021-07-05 00:36:02,101 - mmaction - INFO - Epoch [44][3220/3757] lr: 1.000e-02, eta: 4 days, 23:09:36, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2765, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.1785, loss: 3.4550, grad_norm: 6.5947 2021-07-05 00:36:23,740 - mmaction - INFO - Epoch [44][3240/3757] lr: 1.000e-02, eta: 4 days, 23:09:15, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.3570, top1_acc: 0.4664, top5_acc: 0.6992, loss_cls: 2.4113, loss: 3.7683, grad_norm: 6.8911 2021-07-05 00:36:45,855 - mmaction - INFO - Epoch [44][3260/3757] lr: 1.000e-02, eta: 4 days, 23:08:54, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.3107, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2426, loss: 3.5533, grad_norm: 6.6691 2021-07-05 00:37:07,059 - mmaction - INFO - Epoch [44][3280/3757] lr: 1.000e-02, eta: 4 days, 23:08:32, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3174, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.2179, loss: 3.5353, grad_norm: 6.7278 2021-07-05 00:37:28,231 - mmaction - INFO - Epoch [44][3300/3757] lr: 1.000e-02, eta: 4 days, 23:08:10, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3241, top1_acc: 0.4758, top5_acc: 0.7242, loss_cls: 2.2631, loss: 3.5872, grad_norm: 6.8102 2021-07-05 00:37:49,381 - mmaction - INFO - Epoch [44][3320/3757] lr: 1.000e-02, eta: 4 days, 23:07:47, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2682, top1_acc: 0.5211, top5_acc: 0.7336, loss_cls: 2.1588, loss: 3.4270, grad_norm: 6.5685 2021-07-05 00:38:10,585 - mmaction - INFO - Epoch [44][3340/3757] lr: 1.000e-02, eta: 4 days, 23:07:25, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2952, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2459, loss: 3.5411, grad_norm: 6.5823 2021-07-05 00:38:31,808 - mmaction - INFO - Epoch [44][3360/3757] lr: 1.000e-02, eta: 4 days, 23:07:03, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.2637, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1704, loss: 3.4341, grad_norm: 6.6068 2021-07-05 00:38:52,916 - mmaction - INFO - Epoch [44][3380/3757] lr: 1.000e-02, eta: 4 days, 23:06:40, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2729, top1_acc: 0.5078, top5_acc: 0.7281, loss_cls: 2.1429, loss: 3.4158, grad_norm: 6.4070 2021-07-05 00:39:14,133 - mmaction - INFO - Epoch [44][3400/3757] lr: 1.000e-02, eta: 4 days, 23:06:18, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3070, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2243, loss: 3.5313, grad_norm: 6.5524 2021-07-05 00:39:35,376 - mmaction - INFO - Epoch [44][3420/3757] lr: 1.000e-02, eta: 4 days, 23:05:56, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3429, top1_acc: 0.5086, top5_acc: 0.7273, loss_cls: 2.2311, loss: 3.5740, grad_norm: 6.6561 2021-07-05 00:39:56,931 - mmaction - INFO - Epoch [44][3440/3757] lr: 1.000e-02, eta: 4 days, 23:05:35, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3393, top1_acc: 0.4805, top5_acc: 0.7016, loss_cls: 2.3464, loss: 3.6856, grad_norm: 6.6958 2021-07-05 00:40:18,022 - mmaction - INFO - Epoch [44][3460/3757] lr: 1.000e-02, eta: 4 days, 23:05:12, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2907, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.1852, loss: 3.4760, grad_norm: 6.5720 2021-07-05 00:40:39,399 - mmaction - INFO - Epoch [44][3480/3757] lr: 1.000e-02, eta: 4 days, 23:04:50, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3021, top1_acc: 0.4789, top5_acc: 0.7086, loss_cls: 2.3094, loss: 3.6115, grad_norm: 6.6440 2021-07-05 00:41:00,505 - mmaction - INFO - Epoch [44][3500/3757] lr: 1.000e-02, eta: 4 days, 23:04:28, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3051, top1_acc: 0.4898, top5_acc: 0.7148, loss_cls: 2.2180, loss: 3.5231, grad_norm: 6.6514 2021-07-05 00:41:22,474 - mmaction - INFO - Epoch [44][3520/3757] lr: 1.000e-02, eta: 4 days, 23:04:07, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.3143, top1_acc: 0.4914, top5_acc: 0.7227, loss_cls: 2.2805, loss: 3.5948, grad_norm: 6.6462 2021-07-05 00:41:43,403 - mmaction - INFO - Epoch [44][3540/3757] lr: 1.000e-02, eta: 4 days, 23:03:44, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.2674, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1659, loss: 3.4333, grad_norm: 6.6718 2021-07-05 00:42:04,424 - mmaction - INFO - Epoch [44][3560/3757] lr: 1.000e-02, eta: 4 days, 23:03:22, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2693, top1_acc: 0.5117, top5_acc: 0.7375, loss_cls: 2.1931, loss: 3.4624, grad_norm: 6.5239 2021-07-05 00:42:25,442 - mmaction - INFO - Epoch [44][3580/3757] lr: 1.000e-02, eta: 4 days, 23:02:59, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.2555, top1_acc: 0.5039, top5_acc: 0.7266, loss_cls: 2.1827, loss: 3.4381, grad_norm: 6.5836 2021-07-05 00:42:47,042 - mmaction - INFO - Epoch [44][3600/3757] lr: 1.000e-02, eta: 4 days, 23:02:38, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2790, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.1792, loss: 3.4582, grad_norm: 6.6472 2021-07-05 00:43:07,996 - mmaction - INFO - Epoch [44][3620/3757] lr: 1.000e-02, eta: 4 days, 23:02:15, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2605, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1765, loss: 3.4370, grad_norm: 6.6007 2021-07-05 00:43:29,141 - mmaction - INFO - Epoch [44][3640/3757] lr: 1.000e-02, eta: 4 days, 23:01:52, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3289, top1_acc: 0.4750, top5_acc: 0.7195, loss_cls: 2.3057, loss: 3.6345, grad_norm: 6.6542 2021-07-05 00:43:51,240 - mmaction - INFO - Epoch [44][3660/3757] lr: 1.000e-02, eta: 4 days, 23:01:32, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.3212, top1_acc: 0.4859, top5_acc: 0.7133, loss_cls: 2.2608, loss: 3.5820, grad_norm: 6.5054 2021-07-05 00:44:12,338 - mmaction - INFO - Epoch [44][3680/3757] lr: 1.000e-02, eta: 4 days, 23:01:10, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3186, top1_acc: 0.4844, top5_acc: 0.7063, loss_cls: 2.2786, loss: 3.5972, grad_norm: 6.6722 2021-07-05 00:44:33,346 - mmaction - INFO - Epoch [44][3700/3757] lr: 1.000e-02, eta: 4 days, 23:00:47, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3489, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.3167, loss: 3.6656, grad_norm: 6.7541 2021-07-05 00:44:54,414 - mmaction - INFO - Epoch [44][3720/3757] lr: 1.000e-02, eta: 4 days, 23:00:24, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2863, top1_acc: 0.4977, top5_acc: 0.7180, loss_cls: 2.2330, loss: 3.5193, grad_norm: 6.5854 2021-07-05 00:45:15,882 - mmaction - INFO - Epoch [44][3740/3757] lr: 1.000e-02, eta: 4 days, 23:00:03, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.2845, top1_acc: 0.5109, top5_acc: 0.7227, loss_cls: 2.2190, loss: 3.5035, grad_norm: 6.5856 2021-07-05 00:45:34,119 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-07-05 00:46:36,469 - mmaction - INFO - Epoch [45][20/3757] lr: 1.000e-02, eta: 4 days, 23:00:14, time: 3.038, data_time: 1.997, memory: 6921, loss_aux: 1.2914, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.2132, loss: 3.5047, grad_norm: 6.4214 2021-07-05 00:46:57,866 - mmaction - INFO - Epoch [45][40/3757] lr: 1.000e-02, eta: 4 days, 22:59:52, time: 1.070, data_time: 0.027, memory: 6921, loss_aux: 1.3145, top1_acc: 0.5023, top5_acc: 0.7250, loss_cls: 2.2365, loss: 3.5509, grad_norm: 6.6216 2021-07-05 00:47:20,075 - mmaction - INFO - Epoch [45][60/3757] lr: 1.000e-02, eta: 4 days, 22:59:32, time: 1.111, data_time: 0.088, memory: 6921, loss_aux: 1.2925, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.1823, loss: 3.4748, grad_norm: 6.6651 2021-07-05 00:47:41,268 - mmaction - INFO - Epoch [45][80/3757] lr: 1.000e-02, eta: 4 days, 22:59:10, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2837, top1_acc: 0.5070, top5_acc: 0.7156, loss_cls: 2.1651, loss: 3.4488, grad_norm: 6.6197 2021-07-05 00:48:02,446 - mmaction - INFO - Epoch [45][100/3757] lr: 1.000e-02, eta: 4 days, 22:58:47, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2766, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1564, loss: 3.4330, grad_norm: 6.5287 2021-07-05 00:48:24,508 - mmaction - INFO - Epoch [45][120/3757] lr: 1.000e-02, eta: 4 days, 22:58:27, time: 1.104, data_time: 0.013, memory: 6921, loss_aux: 1.2958, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1776, loss: 3.4734, grad_norm: 6.6113 2021-07-05 00:48:45,393 - mmaction - INFO - Epoch [45][140/3757] lr: 1.000e-02, eta: 4 days, 22:58:04, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3039, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.2137, loss: 3.5176, grad_norm: 6.7651 2021-07-05 00:49:06,873 - mmaction - INFO - Epoch [45][160/3757] lr: 1.000e-02, eta: 4 days, 22:57:43, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2722, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.2181, loss: 3.4903, grad_norm: 6.7407 2021-07-05 00:49:28,821 - mmaction - INFO - Epoch [45][180/3757] lr: 1.000e-02, eta: 4 days, 22:57:22, time: 1.096, data_time: 0.001, memory: 6921, loss_aux: 1.2378, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1245, loss: 3.3624, grad_norm: 6.7270 2021-07-05 00:49:49,966 - mmaction - INFO - Epoch [45][200/3757] lr: 1.000e-02, eta: 4 days, 22:57:00, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2875, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.1856, loss: 3.4731, grad_norm: 6.4073 2021-07-05 00:50:11,952 - mmaction - INFO - Epoch [45][220/3757] lr: 1.000e-02, eta: 4 days, 22:56:39, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2682, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1884, loss: 3.4566, grad_norm: 6.6147 2021-07-05 00:50:32,834 - mmaction - INFO - Epoch [45][240/3757] lr: 1.000e-02, eta: 4 days, 22:56:16, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3037, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2068, loss: 3.5106, grad_norm: 6.8219 2021-07-05 00:50:54,023 - mmaction - INFO - Epoch [45][260/3757] lr: 1.000e-02, eta: 4 days, 22:55:54, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.2867, top1_acc: 0.5008, top5_acc: 0.7172, loss_cls: 2.2232, loss: 3.5099, grad_norm: 6.8093 2021-07-05 00:51:15,312 - mmaction - INFO - Epoch [45][280/3757] lr: 1.000e-02, eta: 4 days, 22:55:32, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3228, top1_acc: 0.4930, top5_acc: 0.7102, loss_cls: 2.2765, loss: 3.5994, grad_norm: 6.6718 2021-07-05 00:51:36,678 - mmaction - INFO - Epoch [45][300/3757] lr: 1.000e-02, eta: 4 days, 22:55:10, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2677, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.1928, loss: 3.4605, grad_norm: 6.6001 2021-07-05 00:51:57,968 - mmaction - INFO - Epoch [45][320/3757] lr: 1.000e-02, eta: 4 days, 22:54:48, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2478, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1326, loss: 3.3804, grad_norm: 6.5338 2021-07-05 00:52:18,999 - mmaction - INFO - Epoch [45][340/3757] lr: 1.000e-02, eta: 4 days, 22:54:25, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2913, top1_acc: 0.5016, top5_acc: 0.7242, loss_cls: 2.2453, loss: 3.5366, grad_norm: 6.6660 2021-07-05 00:52:40,294 - mmaction - INFO - Epoch [45][360/3757] lr: 1.000e-02, eta: 4 days, 22:54:03, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3100, top1_acc: 0.5047, top5_acc: 0.7234, loss_cls: 2.2112, loss: 3.5212, grad_norm: 6.6681 2021-07-05 00:53:02,064 - mmaction - INFO - Epoch [45][380/3757] lr: 1.000e-02, eta: 4 days, 22:53:42, time: 1.088, data_time: 0.001, memory: 6921, loss_aux: 1.2377, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.1002, loss: 3.3379, grad_norm: 6.5899 2021-07-05 00:53:23,165 - mmaction - INFO - Epoch [45][400/3757] lr: 1.000e-02, eta: 4 days, 22:53:20, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2543, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1460, loss: 3.4003, grad_norm: 6.5256 2021-07-05 00:53:44,215 - mmaction - INFO - Epoch [45][420/3757] lr: 1.000e-02, eta: 4 days, 22:52:57, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2345, top1_acc: 0.5281, top5_acc: 0.7547, loss_cls: 2.1109, loss: 3.3454, grad_norm: 6.4480 2021-07-05 00:54:05,200 - mmaction - INFO - Epoch [45][440/3757] lr: 1.000e-02, eta: 4 days, 22:52:34, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3289, top1_acc: 0.4875, top5_acc: 0.7094, loss_cls: 2.2783, loss: 3.6072, grad_norm: 6.8185 2021-07-05 00:54:26,084 - mmaction - INFO - Epoch [45][460/3757] lr: 1.000e-02, eta: 4 days, 22:52:11, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 1.3126, top1_acc: 0.4820, top5_acc: 0.7086, loss_cls: 2.2920, loss: 3.6045, grad_norm: 6.8162 2021-07-05 00:54:47,925 - mmaction - INFO - Epoch [45][480/3757] lr: 1.000e-02, eta: 4 days, 22:51:50, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.3051, top1_acc: 0.5188, top5_acc: 0.7242, loss_cls: 2.1970, loss: 3.5022, grad_norm: 6.5139 2021-07-05 00:55:10,314 - mmaction - INFO - Epoch [45][500/3757] lr: 1.000e-02, eta: 4 days, 22:51:31, time: 1.118, data_time: 0.002, memory: 6921, loss_aux: 1.2705, top1_acc: 0.5117, top5_acc: 0.7367, loss_cls: 2.1529, loss: 3.4233, grad_norm: 6.6161 2021-07-05 00:55:31,457 - mmaction - INFO - Epoch [45][520/3757] lr: 1.000e-02, eta: 4 days, 22:51:09, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3344, top1_acc: 0.4844, top5_acc: 0.7148, loss_cls: 2.2750, loss: 3.6093, grad_norm: 6.6340 2021-07-05 00:55:52,722 - mmaction - INFO - Epoch [45][540/3757] lr: 1.000e-02, eta: 4 days, 22:50:47, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3164, top1_acc: 0.5039, top5_acc: 0.7266, loss_cls: 2.2173, loss: 3.5338, grad_norm: 6.7505 2021-07-05 00:56:13,927 - mmaction - INFO - Epoch [45][560/3757] lr: 1.000e-02, eta: 4 days, 22:50:24, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2445, top1_acc: 0.5227, top5_acc: 0.7422, loss_cls: 2.1521, loss: 3.3966, grad_norm: 6.5698 2021-07-05 00:56:35,049 - mmaction - INFO - Epoch [45][580/3757] lr: 1.000e-02, eta: 4 days, 22:50:02, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 1.3133, top1_acc: 0.4953, top5_acc: 0.7133, loss_cls: 2.2633, loss: 3.5766, grad_norm: 6.6777 2021-07-05 00:56:56,233 - mmaction - INFO - Epoch [45][600/3757] lr: 1.000e-02, eta: 4 days, 22:49:39, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2675, top1_acc: 0.4758, top5_acc: 0.7523, loss_cls: 2.1794, loss: 3.4469, grad_norm: 6.8445 2021-07-05 00:57:17,507 - mmaction - INFO - Epoch [45][620/3757] lr: 1.000e-02, eta: 4 days, 22:49:17, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3163, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.2094, loss: 3.5257, grad_norm: 6.5743 2021-07-05 00:57:38,746 - mmaction - INFO - Epoch [45][640/3757] lr: 1.000e-02, eta: 4 days, 22:48:55, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2672, top1_acc: 0.5117, top5_acc: 0.7273, loss_cls: 2.1764, loss: 3.4436, grad_norm: 6.5837 2021-07-05 00:58:01,491 - mmaction - INFO - Epoch [45][660/3757] lr: 1.000e-02, eta: 4 days, 22:48:37, time: 1.138, data_time: 0.003, memory: 6921, loss_aux: 1.2946, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2307, loss: 3.5253, grad_norm: 6.9573 2021-07-05 00:58:22,519 - mmaction - INFO - Epoch [45][680/3757] lr: 1.000e-02, eta: 4 days, 22:48:14, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2916, top1_acc: 0.4969, top5_acc: 0.7281, loss_cls: 2.1893, loss: 3.4810, grad_norm: 6.7590 2021-07-05 00:58:44,165 - mmaction - INFO - Epoch [45][700/3757] lr: 1.000e-02, eta: 4 days, 22:47:53, time: 1.084, data_time: 0.036, memory: 6921, loss_aux: 1.3046, top1_acc: 0.4719, top5_acc: 0.7234, loss_cls: 2.2632, loss: 3.5678, grad_norm: 6.7618 2021-07-05 00:59:05,186 - mmaction - INFO - Epoch [45][720/3757] lr: 1.000e-02, eta: 4 days, 22:47:30, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.3390, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2705, loss: 3.6096, grad_norm: 6.7919 2021-07-05 00:59:26,306 - mmaction - INFO - Epoch [45][740/3757] lr: 1.000e-02, eta: 4 days, 22:47:08, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2815, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.2131, loss: 3.4946, grad_norm: 6.4947 2021-07-05 00:59:47,458 - mmaction - INFO - Epoch [45][760/3757] lr: 1.000e-02, eta: 4 days, 22:46:45, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2767, top1_acc: 0.4992, top5_acc: 0.7180, loss_cls: 2.2161, loss: 3.4928, grad_norm: 6.5396 2021-07-05 01:00:08,767 - mmaction - INFO - Epoch [45][780/3757] lr: 1.000e-02, eta: 4 days, 22:46:23, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.3144, top1_acc: 0.4992, top5_acc: 0.7016, loss_cls: 2.2796, loss: 3.5940, grad_norm: 6.6735 2021-07-05 01:00:29,825 - mmaction - INFO - Epoch [45][800/3757] lr: 1.000e-02, eta: 4 days, 22:46:01, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2782, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.2156, loss: 3.4938, grad_norm: 6.7267 2021-07-05 01:00:51,967 - mmaction - INFO - Epoch [45][820/3757] lr: 1.000e-02, eta: 4 days, 22:45:40, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.3103, top1_acc: 0.5062, top5_acc: 0.7227, loss_cls: 2.2088, loss: 3.5191, grad_norm: 6.5169 2021-07-05 01:01:13,465 - mmaction - INFO - Epoch [45][840/3757] lr: 1.000e-02, eta: 4 days, 22:45:19, time: 1.076, data_time: 0.007, memory: 6921, loss_aux: 1.2616, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1404, loss: 3.4021, grad_norm: 6.7375 2021-07-05 01:01:34,732 - mmaction - INFO - Epoch [45][860/3757] lr: 1.000e-02, eta: 4 days, 22:44:57, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2524, top1_acc: 0.4914, top5_acc: 0.7406, loss_cls: 2.1458, loss: 3.3982, grad_norm: 6.4336 2021-07-05 01:01:55,936 - mmaction - INFO - Epoch [45][880/3757] lr: 1.000e-02, eta: 4 days, 22:44:35, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3472, top1_acc: 0.4805, top5_acc: 0.7203, loss_cls: 2.2857, loss: 3.6329, grad_norm: 6.7304 2021-07-05 01:02:17,098 - mmaction - INFO - Epoch [45][900/3757] lr: 1.000e-02, eta: 4 days, 22:44:12, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2489, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1357, loss: 3.3846, grad_norm: 6.5490 2021-07-05 01:02:38,332 - mmaction - INFO - Epoch [45][920/3757] lr: 1.000e-02, eta: 4 days, 22:43:50, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3101, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1783, loss: 3.4884, grad_norm: 6.8752 2021-07-05 01:03:01,020 - mmaction - INFO - Epoch [45][940/3757] lr: 1.000e-02, eta: 4 days, 22:43:31, time: 1.134, data_time: 0.003, memory: 6921, loss_aux: 1.2975, top1_acc: 0.4914, top5_acc: 0.7336, loss_cls: 2.1781, loss: 3.4755, grad_norm: 6.7939 2021-07-05 01:03:22,176 - mmaction - INFO - Epoch [45][960/3757] lr: 1.000e-02, eta: 4 days, 22:43:09, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3014, top1_acc: 0.5016, top5_acc: 0.7391, loss_cls: 2.1675, loss: 3.4690, grad_norm: 6.8128 2021-07-05 01:03:43,362 - mmaction - INFO - Epoch [45][980/3757] lr: 1.000e-02, eta: 4 days, 22:42:47, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3019, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.2237, loss: 3.5256, grad_norm: 6.9210 2021-07-05 01:04:04,310 - mmaction - INFO - Epoch [45][1000/3757] lr: 1.000e-02, eta: 4 days, 22:42:24, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.2882, top1_acc: 0.5055, top5_acc: 0.7312, loss_cls: 2.2075, loss: 3.4957, grad_norm: 6.7402 2021-07-05 01:04:26,369 - mmaction - INFO - Epoch [45][1020/3757] lr: 1.000e-02, eta: 4 days, 22:42:04, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.2747, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.1891, loss: 3.4638, grad_norm: 6.8196 2021-07-05 01:04:48,471 - mmaction - INFO - Epoch [45][1040/3757] lr: 1.000e-02, eta: 4 days, 22:41:43, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.3003, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2358, loss: 3.5361, grad_norm: 6.8208 2021-07-05 01:05:09,987 - mmaction - INFO - Epoch [45][1060/3757] lr: 1.000e-02, eta: 4 days, 22:41:22, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.2755, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.2090, loss: 3.4845, grad_norm: 6.6945 2021-07-05 01:05:30,944 - mmaction - INFO - Epoch [45][1080/3757] lr: 1.000e-02, eta: 4 days, 22:40:59, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2945, top1_acc: 0.4875, top5_acc: 0.7305, loss_cls: 2.2321, loss: 3.5266, grad_norm: 6.6368 2021-07-05 01:05:51,932 - mmaction - INFO - Epoch [45][1100/3757] lr: 1.000e-02, eta: 4 days, 22:40:36, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3080, top1_acc: 0.4742, top5_acc: 0.7328, loss_cls: 2.2491, loss: 3.5572, grad_norm: 6.6092 2021-07-05 01:06:13,859 - mmaction - INFO - Epoch [45][1120/3757] lr: 1.000e-02, eta: 4 days, 22:40:16, time: 1.097, data_time: 0.057, memory: 6921, loss_aux: 1.2776, top1_acc: 0.5016, top5_acc: 0.7344, loss_cls: 2.1884, loss: 3.4660, grad_norm: 6.6422 2021-07-05 01:06:34,960 - mmaction - INFO - Epoch [45][1140/3757] lr: 1.000e-02, eta: 4 days, 22:39:53, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2976, top1_acc: 0.4945, top5_acc: 0.7211, loss_cls: 2.2684, loss: 3.5660, grad_norm: 6.7353 2021-07-05 01:06:56,236 - mmaction - INFO - Epoch [45][1160/3757] lr: 1.000e-02, eta: 4 days, 22:39:31, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2619, top1_acc: 0.5008, top5_acc: 0.7352, loss_cls: 2.1751, loss: 3.4370, grad_norm: 6.5942 2021-07-05 01:07:17,521 - mmaction - INFO - Epoch [45][1180/3757] lr: 1.000e-02, eta: 4 days, 22:39:09, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2961, top1_acc: 0.5086, top5_acc: 0.7266, loss_cls: 2.1929, loss: 3.4890, grad_norm: 6.7277 2021-07-05 01:07:39,295 - mmaction - INFO - Epoch [45][1200/3757] lr: 1.000e-02, eta: 4 days, 22:38:48, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.3361, top1_acc: 0.4844, top5_acc: 0.7039, loss_cls: 2.3118, loss: 3.6479, grad_norm: 6.8156 2021-07-05 01:08:00,669 - mmaction - INFO - Epoch [45][1220/3757] lr: 1.000e-02, eta: 4 days, 22:38:26, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4938, top5_acc: 0.7375, loss_cls: 2.2206, loss: 3.5270, grad_norm: 6.6264 2021-07-05 01:08:23,095 - mmaction - INFO - Epoch [45][1240/3757] lr: 1.000e-02, eta: 4 days, 22:38:07, time: 1.121, data_time: 0.004, memory: 6921, loss_aux: 1.3226, top1_acc: 0.4836, top5_acc: 0.7227, loss_cls: 2.2555, loss: 3.5781, grad_norm: 6.6731 2021-07-05 01:08:44,144 - mmaction - INFO - Epoch [45][1260/3757] lr: 1.000e-02, eta: 4 days, 22:37:44, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3113, top1_acc: 0.4883, top5_acc: 0.7266, loss_cls: 2.2406, loss: 3.5519, grad_norm: 6.7390 2021-07-05 01:09:05,530 - mmaction - INFO - Epoch [45][1280/3757] lr: 1.000e-02, eta: 4 days, 22:37:23, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3271, top1_acc: 0.4891, top5_acc: 0.7016, loss_cls: 2.2899, loss: 3.6170, grad_norm: 6.5681 2021-07-05 01:09:27,639 - mmaction - INFO - Epoch [45][1300/3757] lr: 1.000e-02, eta: 4 days, 22:37:02, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.2677, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.2139, loss: 3.4816, grad_norm: 6.7149 2021-07-05 01:09:48,746 - mmaction - INFO - Epoch [45][1320/3757] lr: 1.000e-02, eta: 4 days, 22:36:40, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2501, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.0989, loss: 3.3490, grad_norm: 6.5709 2021-07-05 01:10:09,771 - mmaction - INFO - Epoch [45][1340/3757] lr: 1.000e-02, eta: 4 days, 22:36:17, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2671, top1_acc: 0.5078, top5_acc: 0.7312, loss_cls: 2.2007, loss: 3.4678, grad_norm: 6.5375 2021-07-05 01:10:31,366 - mmaction - INFO - Epoch [45][1360/3757] lr: 1.000e-02, eta: 4 days, 22:35:56, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2431, top1_acc: 0.5008, top5_acc: 0.7367, loss_cls: 2.1526, loss: 3.3958, grad_norm: 6.6081 2021-07-05 01:10:53,125 - mmaction - INFO - Epoch [45][1380/3757] lr: 1.000e-02, eta: 4 days, 22:35:35, time: 1.088, data_time: 0.052, memory: 6921, loss_aux: 1.2992, top1_acc: 0.4820, top5_acc: 0.7219, loss_cls: 2.2160, loss: 3.5151, grad_norm: 6.6932 2021-07-05 01:11:14,563 - mmaction - INFO - Epoch [45][1400/3757] lr: 1.000e-02, eta: 4 days, 22:35:13, time: 1.072, data_time: 0.030, memory: 6921, loss_aux: 1.2269, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.0500, loss: 3.2769, grad_norm: 6.5511 2021-07-05 01:11:35,838 - mmaction - INFO - Epoch [45][1420/3757] lr: 1.000e-02, eta: 4 days, 22:34:51, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.2864, top1_acc: 0.4992, top5_acc: 0.7266, loss_cls: 2.2216, loss: 3.5080, grad_norm: 6.5985 2021-07-05 01:11:56,823 - mmaction - INFO - Epoch [45][1440/3757] lr: 1.000e-02, eta: 4 days, 22:34:29, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2639, top1_acc: 0.4977, top5_acc: 0.7445, loss_cls: 2.1407, loss: 3.4046, grad_norm: 6.5402 2021-07-05 01:12:18,540 - mmaction - INFO - Epoch [45][1460/3757] lr: 1.000e-02, eta: 4 days, 22:34:07, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 1.3177, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.2378, loss: 3.5555, grad_norm: 6.7328 2021-07-05 01:12:40,037 - mmaction - INFO - Epoch [45][1480/3757] lr: 1.000e-02, eta: 4 days, 22:33:46, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.3084, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2576, loss: 3.5660, grad_norm: 6.6371 2021-07-05 01:13:01,136 - mmaction - INFO - Epoch [45][1500/3757] lr: 1.000e-02, eta: 4 days, 22:33:23, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3029, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1821, loss: 3.4851, grad_norm: 6.6040 2021-07-05 01:13:22,206 - mmaction - INFO - Epoch [45][1520/3757] lr: 1.000e-02, eta: 4 days, 22:33:01, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.3242, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2362, loss: 3.5604, grad_norm: 6.9542 2021-07-05 01:13:43,494 - mmaction - INFO - Epoch [45][1540/3757] lr: 1.000e-02, eta: 4 days, 22:32:39, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2795, top1_acc: 0.4914, top5_acc: 0.7391, loss_cls: 2.1880, loss: 3.4675, grad_norm: 6.7843 2021-07-05 01:14:05,637 - mmaction - INFO - Epoch [45][1560/3757] lr: 1.000e-02, eta: 4 days, 22:32:19, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2860, top1_acc: 0.5078, top5_acc: 0.7266, loss_cls: 2.2091, loss: 3.4952, grad_norm: 6.6210 2021-07-05 01:14:27,543 - mmaction - INFO - Epoch [45][1580/3757] lr: 1.000e-02, eta: 4 days, 22:31:58, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2637, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1000, loss: 3.3636, grad_norm: 6.4985 2021-07-05 01:14:48,697 - mmaction - INFO - Epoch [45][1600/3757] lr: 1.000e-02, eta: 4 days, 22:31:36, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2773, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1905, loss: 3.4679, grad_norm: 6.6256 2021-07-05 01:15:10,123 - mmaction - INFO - Epoch [45][1620/3757] lr: 1.000e-02, eta: 4 days, 22:31:14, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.2744, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1996, loss: 3.4740, grad_norm: 6.7742 2021-07-05 01:15:31,194 - mmaction - INFO - Epoch [45][1640/3757] lr: 1.000e-02, eta: 4 days, 22:30:51, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.2939, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2453, loss: 3.5391, grad_norm: 6.7715 2021-07-05 01:15:52,466 - mmaction - INFO - Epoch [45][1660/3757] lr: 1.000e-02, eta: 4 days, 22:30:29, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2572, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.1657, loss: 3.4229, grad_norm: 6.5796 2021-07-05 01:16:13,883 - mmaction - INFO - Epoch [45][1680/3757] lr: 1.000e-02, eta: 4 days, 22:30:08, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3319, top1_acc: 0.5031, top5_acc: 0.7219, loss_cls: 2.2166, loss: 3.5486, grad_norm: 6.6962 2021-07-05 01:16:35,338 - mmaction - INFO - Epoch [45][1700/3757] lr: 1.000e-02, eta: 4 days, 22:29:46, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 1.3096, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.2478, loss: 3.5575, grad_norm: 6.8557 2021-07-05 01:16:57,217 - mmaction - INFO - Epoch [45][1720/3757] lr: 1.000e-02, eta: 4 days, 22:29:25, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 1.2560, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.1666, loss: 3.4226, grad_norm: 6.5995 2021-07-05 01:17:18,138 - mmaction - INFO - Epoch [45][1740/3757] lr: 1.000e-02, eta: 4 days, 22:29:02, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2976, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.1937, loss: 3.4913, grad_norm: 6.5319 2021-07-05 01:17:39,400 - mmaction - INFO - Epoch [45][1760/3757] lr: 1.000e-02, eta: 4 days, 22:28:40, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3058, top1_acc: 0.4992, top5_acc: 0.7109, loss_cls: 2.2580, loss: 3.5639, grad_norm: 6.5843 2021-07-05 01:18:01,098 - mmaction - INFO - Epoch [45][1780/3757] lr: 1.000e-02, eta: 4 days, 22:28:19, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2483, top1_acc: 0.5117, top5_acc: 0.7180, loss_cls: 2.1933, loss: 3.4416, grad_norm: 6.6589 2021-07-05 01:18:22,282 - mmaction - INFO - Epoch [45][1800/3757] lr: 1.000e-02, eta: 4 days, 22:27:57, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2777, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2406, loss: 3.5183, grad_norm: 6.7154 2021-07-05 01:18:44,543 - mmaction - INFO - Epoch [45][1820/3757] lr: 1.000e-02, eta: 4 days, 22:27:37, time: 1.115, data_time: 0.006, memory: 6921, loss_aux: 1.2991, top1_acc: 0.5203, top5_acc: 0.7281, loss_cls: 2.1977, loss: 3.4969, grad_norm: 6.5297 2021-07-05 01:19:05,694 - mmaction - INFO - Epoch [45][1840/3757] lr: 1.000e-02, eta: 4 days, 22:27:15, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2746, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1873, loss: 3.4619, grad_norm: 6.7567 2021-07-05 01:19:26,941 - mmaction - INFO - Epoch [45][1860/3757] lr: 1.000e-02, eta: 4 days, 22:26:53, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2542, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.1474, loss: 3.4016, grad_norm: 6.7252 2021-07-05 01:19:48,291 - mmaction - INFO - Epoch [45][1880/3757] lr: 1.000e-02, eta: 4 days, 22:26:31, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3162, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2576, loss: 3.5738, grad_norm: 6.6773 2021-07-05 01:20:09,432 - mmaction - INFO - Epoch [45][1900/3757] lr: 1.000e-02, eta: 4 days, 22:26:08, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2261, top1_acc: 0.5102, top5_acc: 0.7375, loss_cls: 2.1122, loss: 3.3383, grad_norm: 6.6781 2021-07-05 01:20:30,353 - mmaction - INFO - Epoch [45][1920/3757] lr: 1.000e-02, eta: 4 days, 22:25:45, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.2739, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.1449, loss: 3.4188, grad_norm: 6.8134 2021-07-05 01:20:51,726 - mmaction - INFO - Epoch [45][1940/3757] lr: 1.000e-02, eta: 4 days, 22:25:23, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3018, top1_acc: 0.5047, top5_acc: 0.7250, loss_cls: 2.2318, loss: 3.5335, grad_norm: 6.6024 2021-07-05 01:21:12,841 - mmaction - INFO - Epoch [45][1960/3757] lr: 1.000e-02, eta: 4 days, 22:25:01, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2385, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.1429, loss: 3.3814, grad_norm: 6.6665 2021-07-05 01:21:33,948 - mmaction - INFO - Epoch [45][1980/3757] lr: 1.000e-02, eta: 4 days, 22:24:39, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2433, top1_acc: 0.5172, top5_acc: 0.7391, loss_cls: 2.0982, loss: 3.3415, grad_norm: 6.6667 2021-07-05 01:21:55,164 - mmaction - INFO - Epoch [45][2000/3757] lr: 1.000e-02, eta: 4 days, 22:24:16, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3108, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.3191, loss: 3.6299, grad_norm: 6.7745 2021-07-05 01:22:16,384 - mmaction - INFO - Epoch [45][2020/3757] lr: 1.000e-02, eta: 4 days, 22:23:54, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2928, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.2209, loss: 3.5137, grad_norm: 7.0366 2021-07-05 01:22:37,569 - mmaction - INFO - Epoch [45][2040/3757] lr: 1.000e-02, eta: 4 days, 22:23:32, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2642, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.1302, loss: 3.3944, grad_norm: 6.6999 2021-07-05 01:22:58,682 - mmaction - INFO - Epoch [45][2060/3757] lr: 1.000e-02, eta: 4 days, 22:23:09, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2952, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.2292, loss: 3.5244, grad_norm: 6.5781 2021-07-05 01:23:20,531 - mmaction - INFO - Epoch [45][2080/3757] lr: 1.000e-02, eta: 4 days, 22:22:49, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.3070, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.2507, loss: 3.5577, grad_norm: 6.7495 2021-07-05 01:23:42,400 - mmaction - INFO - Epoch [45][2100/3757] lr: 1.000e-02, eta: 4 days, 22:22:28, time: 1.093, data_time: 0.001, memory: 6921, loss_aux: 1.3152, top1_acc: 0.4898, top5_acc: 0.7156, loss_cls: 2.2653, loss: 3.5805, grad_norm: 6.8237 2021-07-05 01:24:03,491 - mmaction - INFO - Epoch [45][2120/3757] lr: 1.000e-02, eta: 4 days, 22:22:05, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2573, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1348, loss: 3.3921, grad_norm: 6.4891 2021-07-05 01:24:24,496 - mmaction - INFO - Epoch [45][2140/3757] lr: 1.000e-02, eta: 4 days, 22:21:43, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3157, top1_acc: 0.4922, top5_acc: 0.7219, loss_cls: 2.2323, loss: 3.5480, grad_norm: 6.6585 2021-07-05 01:24:45,836 - mmaction - INFO - Epoch [45][2160/3757] lr: 1.000e-02, eta: 4 days, 22:21:21, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2624, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1451, loss: 3.4076, grad_norm: 6.6443 2021-07-05 01:25:07,559 - mmaction - INFO - Epoch [45][2180/3757] lr: 1.000e-02, eta: 4 days, 22:21:00, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2557, top1_acc: 0.5156, top5_acc: 0.7328, loss_cls: 2.1518, loss: 3.4075, grad_norm: 6.6328 2021-07-05 01:25:28,674 - mmaction - INFO - Epoch [45][2200/3757] lr: 1.000e-02, eta: 4 days, 22:20:37, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2650, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.1796, loss: 3.4446, grad_norm: 6.6411 2021-07-05 01:25:49,806 - mmaction - INFO - Epoch [45][2220/3757] lr: 1.000e-02, eta: 4 days, 22:20:15, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3188, top1_acc: 0.4820, top5_acc: 0.7141, loss_cls: 2.2856, loss: 3.6044, grad_norm: 6.8983 2021-07-05 01:26:11,133 - mmaction - INFO - Epoch [45][2240/3757] lr: 1.000e-02, eta: 4 days, 22:19:53, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2768, top1_acc: 0.5070, top5_acc: 0.7289, loss_cls: 2.1761, loss: 3.4529, grad_norm: 6.6622 2021-07-05 01:26:32,492 - mmaction - INFO - Epoch [45][2260/3757] lr: 1.000e-02, eta: 4 days, 22:19:31, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2947, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.2158, loss: 3.5104, grad_norm: 6.6356 2021-07-05 01:26:53,715 - mmaction - INFO - Epoch [45][2280/3757] lr: 1.000e-02, eta: 4 days, 22:19:09, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.2753, top1_acc: 0.4867, top5_acc: 0.7258, loss_cls: 2.2154, loss: 3.4907, grad_norm: 6.7194 2021-07-05 01:27:14,816 - mmaction - INFO - Epoch [45][2300/3757] lr: 1.000e-02, eta: 4 days, 22:18:46, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2792, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.1629, loss: 3.4422, grad_norm: 6.6880 2021-07-05 01:27:35,917 - mmaction - INFO - Epoch [45][2320/3757] lr: 1.000e-02, eta: 4 days, 22:18:24, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3180, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2780, loss: 3.5959, grad_norm: 6.6758 2021-07-05 01:27:57,816 - mmaction - INFO - Epoch [45][2340/3757] lr: 1.000e-02, eta: 4 days, 22:18:03, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.3159, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2524, loss: 3.5683, grad_norm: 6.6317 2021-07-05 01:28:19,152 - mmaction - INFO - Epoch [45][2360/3757] lr: 1.000e-02, eta: 4 days, 22:17:41, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2839, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.1312, loss: 3.4151, grad_norm: 6.7326 2021-07-05 01:28:40,168 - mmaction - INFO - Epoch [45][2380/3757] lr: 1.000e-02, eta: 4 days, 22:17:19, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2715, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.1967, loss: 3.4682, grad_norm: 6.6118 2021-07-05 01:29:01,393 - mmaction - INFO - Epoch [45][2400/3757] lr: 1.000e-02, eta: 4 days, 22:16:56, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3201, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.2131, loss: 3.5332, grad_norm: 6.6138 2021-07-05 01:29:22,548 - mmaction - INFO - Epoch [45][2420/3757] lr: 1.000e-02, eta: 4 days, 22:16:34, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3086, top1_acc: 0.4617, top5_acc: 0.7258, loss_cls: 2.2575, loss: 3.5661, grad_norm: 6.8381 2021-07-05 01:29:44,113 - mmaction - INFO - Epoch [45][2440/3757] lr: 1.000e-02, eta: 4 days, 22:16:13, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.2687, top1_acc: 0.5180, top5_acc: 0.7391, loss_cls: 2.1590, loss: 3.4276, grad_norm: 6.7341 2021-07-05 01:30:05,170 - mmaction - INFO - Epoch [45][2460/3757] lr: 1.000e-02, eta: 4 days, 22:15:50, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3252, top1_acc: 0.5008, top5_acc: 0.7172, loss_cls: 2.2832, loss: 3.6084, grad_norm: 6.6086 2021-07-05 01:30:26,265 - mmaction - INFO - Epoch [45][2480/3757] lr: 1.000e-02, eta: 4 days, 22:15:27, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2365, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1252, loss: 3.3617, grad_norm: 6.6475 2021-07-05 01:30:47,521 - mmaction - INFO - Epoch [45][2500/3757] lr: 1.000e-02, eta: 4 days, 22:15:05, time: 1.065, data_time: 0.008, memory: 6921, loss_aux: 1.2609, top1_acc: 0.5031, top5_acc: 0.7289, loss_cls: 2.1975, loss: 3.4584, grad_norm: 6.7426 2021-07-05 01:31:08,680 - mmaction - INFO - Epoch [45][2520/3757] lr: 1.000e-02, eta: 4 days, 22:14:43, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2803, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1699, loss: 3.4502, grad_norm: 6.7556 2021-07-05 01:31:30,851 - mmaction - INFO - Epoch [45][2540/3757] lr: 1.000e-02, eta: 4 days, 22:14:23, time: 1.107, data_time: 0.001, memory: 6921, loss_aux: 1.2997, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.2829, loss: 3.5826, grad_norm: 6.9902 2021-07-05 01:31:51,761 - mmaction - INFO - Epoch [45][2560/3757] lr: 1.000e-02, eta: 4 days, 22:14:00, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.2283, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0410, loss: 3.2693, grad_norm: 6.5005 2021-07-05 01:32:13,437 - mmaction - INFO - Epoch [45][2580/3757] lr: 1.000e-02, eta: 4 days, 22:13:39, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.3216, top1_acc: 0.5008, top5_acc: 0.7297, loss_cls: 2.2345, loss: 3.5561, grad_norm: 6.6773 2021-07-05 01:32:34,608 - mmaction - INFO - Epoch [45][2600/3757] lr: 1.000e-02, eta: 4 days, 22:13:17, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2884, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.1080, loss: 3.3964, grad_norm: 6.8319 2021-07-05 01:32:55,921 - mmaction - INFO - Epoch [45][2620/3757] lr: 1.000e-02, eta: 4 days, 22:12:55, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2169, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.0599, loss: 3.2768, grad_norm: 6.7197 2021-07-05 01:33:17,466 - mmaction - INFO - Epoch [45][2640/3757] lr: 1.000e-02, eta: 4 days, 22:12:33, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.2755, top1_acc: 0.4992, top5_acc: 0.7250, loss_cls: 2.2035, loss: 3.4790, grad_norm: 6.6868 2021-07-05 01:33:38,460 - mmaction - INFO - Epoch [45][2660/3757] lr: 1.000e-02, eta: 4 days, 22:12:10, time: 1.051, data_time: 0.007, memory: 6921, loss_aux: 1.2536, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.1655, loss: 3.4191, grad_norm: 6.6172 2021-07-05 01:34:00,272 - mmaction - INFO - Epoch [45][2680/3757] lr: 1.000e-02, eta: 4 days, 22:11:50, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.3363, top1_acc: 0.4867, top5_acc: 0.7125, loss_cls: 2.2700, loss: 3.6063, grad_norm: 6.7154 2021-07-05 01:34:21,254 - mmaction - INFO - Epoch [45][2700/3757] lr: 1.000e-02, eta: 4 days, 22:11:27, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2916, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2544, loss: 3.5459, grad_norm: 6.5652 2021-07-05 01:34:42,493 - mmaction - INFO - Epoch [45][2720/3757] lr: 1.000e-02, eta: 4 days, 22:11:05, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2701, top1_acc: 0.5148, top5_acc: 0.7312, loss_cls: 2.2135, loss: 3.4836, grad_norm: 6.5355 2021-07-05 01:35:03,700 - mmaction - INFO - Epoch [45][2740/3757] lr: 1.000e-02, eta: 4 days, 22:10:43, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2688, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.2092, loss: 3.4780, grad_norm: 6.6758 2021-07-05 01:35:24,954 - mmaction - INFO - Epoch [45][2760/3757] lr: 1.000e-02, eta: 4 days, 22:10:20, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3386, top1_acc: 0.4742, top5_acc: 0.7273, loss_cls: 2.3340, loss: 3.6725, grad_norm: 6.7972 2021-07-05 01:35:47,684 - mmaction - INFO - Epoch [45][2780/3757] lr: 1.000e-02, eta: 4 days, 22:10:02, time: 1.138, data_time: 0.003, memory: 6921, loss_aux: 1.2812, top1_acc: 0.4875, top5_acc: 0.7461, loss_cls: 2.1903, loss: 3.4714, grad_norm: 6.6574 2021-07-05 01:36:08,735 - mmaction - INFO - Epoch [45][2800/3757] lr: 1.000e-02, eta: 4 days, 22:09:39, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2337, top1_acc: 0.5273, top5_acc: 0.7422, loss_cls: 2.1035, loss: 3.3371, grad_norm: 6.4927 2021-07-05 01:36:29,839 - mmaction - INFO - Epoch [45][2820/3757] lr: 1.000e-02, eta: 4 days, 22:09:17, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2772, top1_acc: 0.5102, top5_acc: 0.7227, loss_cls: 2.2134, loss: 3.4906, grad_norm: 6.6220 2021-07-05 01:36:50,867 - mmaction - INFO - Epoch [45][2840/3757] lr: 1.000e-02, eta: 4 days, 22:08:54, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2580, top1_acc: 0.5164, top5_acc: 0.7414, loss_cls: 2.1297, loss: 3.3877, grad_norm: 6.6496 2021-07-05 01:37:12,348 - mmaction - INFO - Epoch [45][2860/3757] lr: 1.000e-02, eta: 4 days, 22:08:32, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2863, top1_acc: 0.5078, top5_acc: 0.7344, loss_cls: 2.1765, loss: 3.4628, grad_norm: 6.7672 2021-07-05 01:37:33,438 - mmaction - INFO - Epoch [45][2880/3757] lr: 1.000e-02, eta: 4 days, 22:08:10, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2905, top1_acc: 0.5078, top5_acc: 0.7219, loss_cls: 2.2225, loss: 3.5130, grad_norm: 6.6268 2021-07-05 01:37:55,061 - mmaction - INFO - Epoch [45][2900/3757] lr: 1.000e-02, eta: 4 days, 22:07:49, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3017, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2291, loss: 3.5308, grad_norm: 6.7555 2021-07-05 01:38:16,662 - mmaction - INFO - Epoch [45][2920/3757] lr: 1.000e-02, eta: 4 days, 22:07:27, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3114, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.2398, loss: 3.5512, grad_norm: 6.7638 2021-07-05 01:38:37,658 - mmaction - INFO - Epoch [45][2940/3757] lr: 1.000e-02, eta: 4 days, 22:07:05, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3582, top1_acc: 0.4711, top5_acc: 0.7063, loss_cls: 2.3692, loss: 3.7273, grad_norm: 6.5994 2021-07-05 01:38:59,116 - mmaction - INFO - Epoch [45][2960/3757] lr: 1.000e-02, eta: 4 days, 22:06:43, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3081, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.2248, loss: 3.5329, grad_norm: 6.7113 2021-07-05 01:39:20,119 - mmaction - INFO - Epoch [45][2980/3757] lr: 1.000e-02, eta: 4 days, 22:06:20, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2554, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1704, loss: 3.4258, grad_norm: 6.3678 2021-07-05 01:39:41,310 - mmaction - INFO - Epoch [45][3000/3757] lr: 1.000e-02, eta: 4 days, 22:05:58, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2882, top1_acc: 0.5109, top5_acc: 0.7266, loss_cls: 2.1679, loss: 3.4561, grad_norm: 6.7888 2021-07-05 01:40:02,672 - mmaction - INFO - Epoch [45][3020/3757] lr: 1.000e-02, eta: 4 days, 22:05:36, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.2713, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.1812, loss: 3.4524, grad_norm: 6.7168 2021-07-05 01:40:23,686 - mmaction - INFO - Epoch [45][3040/3757] lr: 1.000e-02, eta: 4 days, 22:05:13, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2228, top1_acc: 0.5164, top5_acc: 0.7586, loss_cls: 2.0570, loss: 3.2798, grad_norm: 6.7626 2021-07-05 01:40:45,276 - mmaction - INFO - Epoch [45][3060/3757] lr: 1.000e-02, eta: 4 days, 22:04:52, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3233, top1_acc: 0.4898, top5_acc: 0.7234, loss_cls: 2.2560, loss: 3.5793, grad_norm: 6.8495 2021-07-05 01:41:07,446 - mmaction - INFO - Epoch [45][3080/3757] lr: 1.000e-02, eta: 4 days, 22:04:32, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.3019, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.2189, loss: 3.5208, grad_norm: 6.6455 2021-07-05 01:41:28,488 - mmaction - INFO - Epoch [45][3100/3757] lr: 1.000e-02, eta: 4 days, 22:04:10, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3261, top1_acc: 0.4789, top5_acc: 0.7070, loss_cls: 2.3044, loss: 3.6305, grad_norm: 6.8617 2021-07-05 01:41:49,790 - mmaction - INFO - Epoch [45][3120/3757] lr: 1.000e-02, eta: 4 days, 22:03:47, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.3481, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.3184, loss: 3.6665, grad_norm: 6.7632 2021-07-05 01:42:10,852 - mmaction - INFO - Epoch [45][3140/3757] lr: 1.000e-02, eta: 4 days, 22:03:25, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3003, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2551, loss: 3.5554, grad_norm: 6.6786 2021-07-05 01:42:32,064 - mmaction - INFO - Epoch [45][3160/3757] lr: 1.000e-02, eta: 4 days, 22:03:03, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3121, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.2489, loss: 3.5610, grad_norm: 6.6453 2021-07-05 01:42:53,480 - mmaction - INFO - Epoch [45][3180/3757] lr: 1.000e-02, eta: 4 days, 22:02:41, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.3090, top1_acc: 0.4883, top5_acc: 0.7172, loss_cls: 2.2291, loss: 3.5380, grad_norm: 6.7656 2021-07-05 01:43:14,600 - mmaction - INFO - Epoch [45][3200/3757] lr: 1.000e-02, eta: 4 days, 22:02:18, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.2683, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1550, loss: 3.4233, grad_norm: 6.6576 2021-07-05 01:43:35,607 - mmaction - INFO - Epoch [45][3220/3757] lr: 1.000e-02, eta: 4 days, 22:01:56, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.3067, top1_acc: 0.4711, top5_acc: 0.7102, loss_cls: 2.2992, loss: 3.6059, grad_norm: 6.5998 2021-07-05 01:43:56,679 - mmaction - INFO - Epoch [45][3240/3757] lr: 1.000e-02, eta: 4 days, 22:01:33, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3243, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2731, loss: 3.5974, grad_norm: 6.7298 2021-07-05 01:44:17,788 - mmaction - INFO - Epoch [45][3260/3757] lr: 1.000e-02, eta: 4 days, 22:01:11, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2941, top1_acc: 0.5016, top5_acc: 0.7219, loss_cls: 2.2391, loss: 3.5331, grad_norm: 6.6863 2021-07-05 01:44:38,921 - mmaction - INFO - Epoch [45][3280/3757] lr: 1.000e-02, eta: 4 days, 22:00:48, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2592, top1_acc: 0.5102, top5_acc: 0.7375, loss_cls: 2.1493, loss: 3.4085, grad_norm: 6.3932 2021-07-05 01:45:00,015 - mmaction - INFO - Epoch [45][3300/3757] lr: 1.000e-02, eta: 4 days, 22:00:26, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2717, top1_acc: 0.5148, top5_acc: 0.7227, loss_cls: 2.1396, loss: 3.4113, grad_norm: 6.5276 2021-07-05 01:45:21,303 - mmaction - INFO - Epoch [45][3320/3757] lr: 1.000e-02, eta: 4 days, 22:00:04, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.3444, top1_acc: 0.4719, top5_acc: 0.7102, loss_cls: 2.3283, loss: 3.6727, grad_norm: 6.5543 2021-07-05 01:45:42,573 - mmaction - INFO - Epoch [45][3340/3757] lr: 1.000e-02, eta: 4 days, 21:59:42, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2749, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2029, loss: 3.4778, grad_norm: 6.5597 2021-07-05 01:46:03,736 - mmaction - INFO - Epoch [45][3360/3757] lr: 1.000e-02, eta: 4 days, 21:59:19, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2812, top1_acc: 0.4891, top5_acc: 0.7250, loss_cls: 2.2009, loss: 3.4821, grad_norm: 6.5717 2021-07-05 01:46:24,773 - mmaction - INFO - Epoch [45][3380/3757] lr: 1.000e-02, eta: 4 days, 21:58:57, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3277, top1_acc: 0.4922, top5_acc: 0.6992, loss_cls: 2.3137, loss: 3.6415, grad_norm: 6.7789 2021-07-05 01:46:45,927 - mmaction - INFO - Epoch [45][3400/3757] lr: 1.000e-02, eta: 4 days, 21:58:34, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3024, top1_acc: 0.5055, top5_acc: 0.7102, loss_cls: 2.2400, loss: 3.5423, grad_norm: 6.8195 2021-07-05 01:47:07,190 - mmaction - INFO - Epoch [45][3420/3757] lr: 1.000e-02, eta: 4 days, 21:58:12, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.3428, top1_acc: 0.4797, top5_acc: 0.6992, loss_cls: 2.3557, loss: 3.6985, grad_norm: 6.7838 2021-07-05 01:47:28,321 - mmaction - INFO - Epoch [45][3440/3757] lr: 1.000e-02, eta: 4 days, 21:57:50, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3111, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2831, loss: 3.5942, grad_norm: 6.6826 2021-07-05 01:47:50,261 - mmaction - INFO - Epoch [45][3460/3757] lr: 1.000e-02, eta: 4 days, 21:57:29, time: 1.097, data_time: 0.045, memory: 6921, loss_aux: 1.2950, top1_acc: 0.4922, top5_acc: 0.7141, loss_cls: 2.2662, loss: 3.5612, grad_norm: 6.5492 2021-07-05 01:48:11,294 - mmaction - INFO - Epoch [45][3480/3757] lr: 1.000e-02, eta: 4 days, 21:57:07, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2810, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.1766, loss: 3.4576, grad_norm: 6.6015 2021-07-05 01:48:32,337 - mmaction - INFO - Epoch [45][3500/3757] lr: 1.000e-02, eta: 4 days, 21:56:44, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2590, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.1587, loss: 3.4177, grad_norm: 6.4021 2021-07-05 01:48:53,848 - mmaction - INFO - Epoch [45][3520/3757] lr: 1.000e-02, eta: 4 days, 21:56:23, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2616, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1181, loss: 3.3797, grad_norm: 6.6038 2021-07-05 01:49:14,774 - mmaction - INFO - Epoch [45][3540/3757] lr: 1.000e-02, eta: 4 days, 21:56:00, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.3067, top1_acc: 0.4930, top5_acc: 0.7211, loss_cls: 2.2474, loss: 3.5541, grad_norm: 6.6786 2021-07-05 01:49:35,911 - mmaction - INFO - Epoch [45][3560/3757] lr: 1.000e-02, eta: 4 days, 21:55:37, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2902, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2152, loss: 3.5054, grad_norm: 6.6116 2021-07-05 01:49:57,096 - mmaction - INFO - Epoch [45][3580/3757] lr: 1.000e-02, eta: 4 days, 21:55:15, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2934, top1_acc: 0.5117, top5_acc: 0.7266, loss_cls: 2.2034, loss: 3.4967, grad_norm: 6.6614 2021-07-05 01:50:19,454 - mmaction - INFO - Epoch [45][3600/3757] lr: 1.000e-02, eta: 4 days, 21:54:56, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 1.2718, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1129, loss: 3.3847, grad_norm: 6.6507 2021-07-05 01:50:40,547 - mmaction - INFO - Epoch [45][3620/3757] lr: 1.000e-02, eta: 4 days, 21:54:33, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.3662, top1_acc: 0.4672, top5_acc: 0.7078, loss_cls: 2.3190, loss: 3.6852, grad_norm: 6.7681 2021-07-05 01:51:01,635 - mmaction - INFO - Epoch [45][3640/3757] lr: 1.000e-02, eta: 4 days, 21:54:11, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2617, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1974, loss: 3.4592, grad_norm: 6.7412 2021-07-05 01:51:22,738 - mmaction - INFO - Epoch [45][3660/3757] lr: 1.000e-02, eta: 4 days, 21:53:48, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.1622, loss: 3.4253, grad_norm: 6.5829 2021-07-05 01:51:43,688 - mmaction - INFO - Epoch [45][3680/3757] lr: 1.000e-02, eta: 4 days, 21:53:25, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2903, top1_acc: 0.4914, top5_acc: 0.7344, loss_cls: 2.1836, loss: 3.4738, grad_norm: 6.7289 2021-07-05 01:52:04,810 - mmaction - INFO - Epoch [45][3700/3757] lr: 1.000e-02, eta: 4 days, 21:53:03, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2785, top1_acc: 0.5242, top5_acc: 0.7367, loss_cls: 2.1136, loss: 3.3921, grad_norm: 6.6337 2021-07-05 01:52:25,894 - mmaction - INFO - Epoch [45][3720/3757] lr: 1.000e-02, eta: 4 days, 21:52:40, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3154, top1_acc: 0.4789, top5_acc: 0.7227, loss_cls: 2.2789, loss: 3.5943, grad_norm: 6.8238 2021-07-05 01:52:47,088 - mmaction - INFO - Epoch [45][3740/3757] lr: 1.000e-02, eta: 4 days, 21:52:18, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2984, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2559, loss: 3.5543, grad_norm: 6.6722 2021-07-05 01:53:05,241 - mmaction - INFO - Saving checkpoint at 45 epochs 2021-07-05 01:57:55,353 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-05 01:57:56,168 - mmaction - INFO - top1_acc 0.5913 top5_acc 0.8247 2021-07-05 01:57:56,168 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-05 01:57:56,197 - mmaction - INFO - mean_acc 0.5912 2021-07-05 01:57:56,204 - mmaction - INFO - Epoch(val) [45][310] top1_acc: 0.5913, top5_acc: 0.8247, mean_class_accuracy: 0.5912 2021-07-05 01:58:57,786 - mmaction - INFO - Epoch [46][20/3757] lr: 1.000e-02, eta: 4 days, 21:52:29, time: 3.077, data_time: 1.958, memory: 6921, loss_aux: 1.2196, top1_acc: 0.5320, top5_acc: 0.7484, loss_cls: 2.0464, loss: 3.2660, grad_norm: 6.4340 2021-07-05 01:59:18,948 - mmaction - INFO - Epoch [46][40/3757] lr: 1.000e-02, eta: 4 days, 21:52:07, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2405, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 2.0955, loss: 3.3359, grad_norm: 6.5281 2021-07-05 01:59:40,580 - mmaction - INFO - Epoch [46][60/3757] lr: 1.000e-02, eta: 4 days, 21:51:45, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2835, top1_acc: 0.5008, top5_acc: 0.7273, loss_cls: 2.2063, loss: 3.4898, grad_norm: 6.7333 2021-07-05 02:00:01,796 - mmaction - INFO - Epoch [46][80/3757] lr: 1.000e-02, eta: 4 days, 21:51:23, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.2812, top1_acc: 0.5031, top5_acc: 0.7484, loss_cls: 2.1350, loss: 3.4161, grad_norm: 6.7224 2021-07-05 02:00:23,011 - mmaction - INFO - Epoch [46][100/3757] lr: 1.000e-02, eta: 4 days, 21:51:01, time: 1.059, data_time: 0.015, memory: 6921, loss_aux: 1.2728, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1196, loss: 3.3923, grad_norm: 6.7277 2021-07-05 02:00:45,104 - mmaction - INFO - Epoch [46][120/3757] lr: 1.000e-02, eta: 4 days, 21:50:41, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.2449, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.0978, loss: 3.3427, grad_norm: 6.5873 2021-07-05 02:01:07,043 - mmaction - INFO - Epoch [46][140/3757] lr: 1.000e-02, eta: 4 days, 21:50:20, time: 1.096, data_time: 0.020, memory: 6921, loss_aux: 1.2708, top1_acc: 0.5055, top5_acc: 0.7336, loss_cls: 2.1819, loss: 3.4527, grad_norm: 6.8049 2021-07-05 02:01:29,236 - mmaction - INFO - Epoch [46][160/3757] lr: 1.000e-02, eta: 4 days, 21:50:00, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2988, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.2179, loss: 3.5167, grad_norm: 6.7643 2021-07-05 02:01:50,373 - mmaction - INFO - Epoch [46][180/3757] lr: 1.000e-02, eta: 4 days, 21:49:38, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2723, top1_acc: 0.5102, top5_acc: 0.7305, loss_cls: 2.1455, loss: 3.4177, grad_norm: 6.7047 2021-07-05 02:02:11,274 - mmaction - INFO - Epoch [46][200/3757] lr: 1.000e-02, eta: 4 days, 21:49:15, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.2841, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1558, loss: 3.4400, grad_norm: 6.6307 2021-07-05 02:02:32,582 - mmaction - INFO - Epoch [46][220/3757] lr: 1.000e-02, eta: 4 days, 21:48:53, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3161, top1_acc: 0.4984, top5_acc: 0.7117, loss_cls: 2.2331, loss: 3.5492, grad_norm: 6.6874 2021-07-05 02:02:53,974 - mmaction - INFO - Epoch [46][240/3757] lr: 1.000e-02, eta: 4 days, 21:48:31, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2981, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2337, loss: 3.5318, grad_norm: 6.9201 2021-07-05 02:03:15,207 - mmaction - INFO - Epoch [46][260/3757] lr: 1.000e-02, eta: 4 days, 21:48:09, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5031, top5_acc: 0.7289, loss_cls: 2.2095, loss: 3.4665, grad_norm: 6.6283 2021-07-05 02:03:37,442 - mmaction - INFO - Epoch [46][280/3757] lr: 1.000e-02, eta: 4 days, 21:47:49, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.2672, top1_acc: 0.5070, top5_acc: 0.7539, loss_cls: 2.1195, loss: 3.3867, grad_norm: 6.6024 2021-07-05 02:03:59,151 - mmaction - INFO - Epoch [46][300/3757] lr: 1.000e-02, eta: 4 days, 21:47:28, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.2656, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.1240, loss: 3.3896, grad_norm: 6.7550 2021-07-05 02:04:20,490 - mmaction - INFO - Epoch [46][320/3757] lr: 1.000e-02, eta: 4 days, 21:47:06, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2923, top1_acc: 0.4992, top5_acc: 0.7219, loss_cls: 2.2380, loss: 3.5303, grad_norm: 6.8153 2021-07-05 02:04:41,564 - mmaction - INFO - Epoch [46][340/3757] lr: 1.000e-02, eta: 4 days, 21:46:44, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2740, top1_acc: 0.4953, top5_acc: 0.7320, loss_cls: 2.1973, loss: 3.4712, grad_norm: 6.5895 2021-07-05 02:05:03,047 - mmaction - INFO - Epoch [46][360/3757] lr: 1.000e-02, eta: 4 days, 21:46:22, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2659, top1_acc: 0.5219, top5_acc: 0.7367, loss_cls: 2.1431, loss: 3.4090, grad_norm: 6.4580 2021-07-05 02:05:24,392 - mmaction - INFO - Epoch [46][380/3757] lr: 1.000e-02, eta: 4 days, 21:46:00, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3145, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2494, loss: 3.5639, grad_norm: 6.7110 2021-07-05 02:05:46,720 - mmaction - INFO - Epoch [46][400/3757] lr: 1.000e-02, eta: 4 days, 21:45:40, time: 1.114, data_time: 0.006, memory: 6921, loss_aux: 1.3316, top1_acc: 0.4766, top5_acc: 0.7102, loss_cls: 2.2710, loss: 3.6027, grad_norm: 6.8031 2021-07-05 02:06:07,879 - mmaction - INFO - Epoch [46][420/3757] lr: 1.000e-02, eta: 4 days, 21:45:18, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2343, top1_acc: 0.5133, top5_acc: 0.7336, loss_cls: 2.1453, loss: 3.3796, grad_norm: 6.5736 2021-07-05 02:06:28,948 - mmaction - INFO - Epoch [46][440/3757] lr: 1.000e-02, eta: 4 days, 21:44:56, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1721, loss: 3.4294, grad_norm: 6.7837 2021-07-05 02:06:50,003 - mmaction - INFO - Epoch [46][460/3757] lr: 1.000e-02, eta: 4 days, 21:44:33, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2839, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1731, loss: 3.4570, grad_norm: 6.7129 2021-07-05 02:07:12,098 - mmaction - INFO - Epoch [46][480/3757] lr: 1.000e-02, eta: 4 days, 21:44:13, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.3196, top1_acc: 0.4836, top5_acc: 0.7328, loss_cls: 2.2206, loss: 3.5403, grad_norm: 6.7065 2021-07-05 02:07:33,045 - mmaction - INFO - Epoch [46][500/3757] lr: 1.000e-02, eta: 4 days, 21:43:50, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.2648, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1464, loss: 3.4112, grad_norm: 6.5818 2021-07-05 02:07:54,378 - mmaction - INFO - Epoch [46][520/3757] lr: 1.000e-02, eta: 4 days, 21:43:28, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3556, top1_acc: 0.4773, top5_acc: 0.6969, loss_cls: 2.3302, loss: 3.6858, grad_norm: 6.7060 2021-07-05 02:08:17,317 - mmaction - INFO - Epoch [46][540/3757] lr: 1.000e-02, eta: 4 days, 21:43:10, time: 1.150, data_time: 0.005, memory: 6921, loss_aux: 1.2727, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.1910, loss: 3.4637, grad_norm: 6.5717 2021-07-05 02:08:38,293 - mmaction - INFO - Epoch [46][560/3757] lr: 1.000e-02, eta: 4 days, 21:42:47, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.2694, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1592, loss: 3.4286, grad_norm: 6.6000 2021-07-05 02:08:59,587 - mmaction - INFO - Epoch [46][580/3757] lr: 1.000e-02, eta: 4 days, 21:42:25, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2816, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.2285, loss: 3.5101, grad_norm: 6.7711 2021-07-05 02:09:21,626 - mmaction - INFO - Epoch [46][600/3757] lr: 1.000e-02, eta: 4 days, 21:42:05, time: 1.100, data_time: 0.001, memory: 6921, loss_aux: 1.2946, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.2070, loss: 3.5017, grad_norm: 6.9229 2021-07-05 02:09:42,590 - mmaction - INFO - Epoch [46][620/3757] lr: 1.000e-02, eta: 4 days, 21:41:42, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3210, top1_acc: 0.4750, top5_acc: 0.7141, loss_cls: 2.2676, loss: 3.5887, grad_norm: 6.7289 2021-07-05 02:10:04,724 - mmaction - INFO - Epoch [46][640/3757] lr: 1.000e-02, eta: 4 days, 21:41:22, time: 1.105, data_time: 0.001, memory: 6921, loss_aux: 1.2278, top1_acc: 0.5258, top5_acc: 0.7586, loss_cls: 2.0698, loss: 3.2976, grad_norm: 6.5019 2021-07-05 02:10:26,119 - mmaction - INFO - Epoch [46][660/3757] lr: 1.000e-02, eta: 4 days, 21:41:00, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2300, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.0911, loss: 3.3211, grad_norm: 6.5922 2021-07-05 02:10:47,835 - mmaction - INFO - Epoch [46][680/3757] lr: 1.000e-02, eta: 4 days, 21:40:39, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2660, top1_acc: 0.5164, top5_acc: 0.7359, loss_cls: 2.1528, loss: 3.4188, grad_norm: 6.7154 2021-07-05 02:11:09,327 - mmaction - INFO - Epoch [46][700/3757] lr: 1.000e-02, eta: 4 days, 21:40:17, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.3280, top1_acc: 0.4984, top5_acc: 0.7039, loss_cls: 2.2533, loss: 3.5814, grad_norm: 6.7181 2021-07-05 02:11:31,301 - mmaction - INFO - Epoch [46][720/3757] lr: 1.000e-02, eta: 4 days, 21:39:57, time: 1.100, data_time: 0.050, memory: 6921, loss_aux: 1.2767, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.2140, loss: 3.4907, grad_norm: 6.8290 2021-07-05 02:11:52,494 - mmaction - INFO - Epoch [46][740/3757] lr: 1.000e-02, eta: 4 days, 21:39:35, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2646, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1392, loss: 3.4038, grad_norm: 6.7567 2021-07-05 02:12:14,651 - mmaction - INFO - Epoch [46][760/3757] lr: 1.000e-02, eta: 4 days, 21:39:15, time: 1.110, data_time: 0.072, memory: 6921, loss_aux: 1.2817, top1_acc: 0.5070, top5_acc: 0.7297, loss_cls: 2.2006, loss: 3.4823, grad_norm: 6.6139 2021-07-05 02:12:35,636 - mmaction - INFO - Epoch [46][780/3757] lr: 1.000e-02, eta: 4 days, 21:38:52, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2789, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2355, loss: 3.5143, grad_norm: 6.9749 2021-07-05 02:12:57,049 - mmaction - INFO - Epoch [46][800/3757] lr: 1.000e-02, eta: 4 days, 21:38:30, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.3305, top1_acc: 0.4891, top5_acc: 0.7188, loss_cls: 2.2570, loss: 3.5875, grad_norm: 6.9207 2021-07-05 02:13:18,914 - mmaction - INFO - Epoch [46][820/3757] lr: 1.000e-02, eta: 4 days, 21:38:10, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.2655, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1228, loss: 3.3884, grad_norm: 6.8115 2021-07-05 02:13:40,016 - mmaction - INFO - Epoch [46][840/3757] lr: 1.000e-02, eta: 4 days, 21:37:47, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2527, top1_acc: 0.5211, top5_acc: 0.7406, loss_cls: 2.1193, loss: 3.3720, grad_norm: 6.6761 2021-07-05 02:14:01,484 - mmaction - INFO - Epoch [46][860/3757] lr: 1.000e-02, eta: 4 days, 21:37:25, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2686, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1878, loss: 3.4564, grad_norm: 6.6689 2021-07-05 02:14:23,130 - mmaction - INFO - Epoch [46][880/3757] lr: 1.000e-02, eta: 4 days, 21:37:04, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.3233, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.2357, loss: 3.5590, grad_norm: 6.6449 2021-07-05 02:14:45,729 - mmaction - INFO - Epoch [46][900/3757] lr: 1.000e-02, eta: 4 days, 21:36:45, time: 1.129, data_time: 0.003, memory: 6921, loss_aux: 1.3273, top1_acc: 0.4844, top5_acc: 0.7102, loss_cls: 2.2690, loss: 3.5962, grad_norm: 6.7068 2021-07-05 02:15:06,759 - mmaction - INFO - Epoch [46][920/3757] lr: 1.000e-02, eta: 4 days, 21:36:23, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3161, top1_acc: 0.5078, top5_acc: 0.7172, loss_cls: 2.2468, loss: 3.5629, grad_norm: 6.6210 2021-07-05 02:15:28,422 - mmaction - INFO - Epoch [46][940/3757] lr: 1.000e-02, eta: 4 days, 21:36:01, time: 1.081, data_time: 0.024, memory: 6921, loss_aux: 1.3182, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2414, loss: 3.5595, grad_norm: 6.7401 2021-07-05 02:15:49,911 - mmaction - INFO - Epoch [46][960/3757] lr: 1.000e-02, eta: 4 days, 21:35:40, time: 1.078, data_time: 0.026, memory: 6921, loss_aux: 1.2801, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1657, loss: 3.4458, grad_norm: 6.4728 2021-07-05 02:16:12,556 - mmaction - INFO - Epoch [46][980/3757] lr: 1.000e-02, eta: 4 days, 21:35:21, time: 1.131, data_time: 0.002, memory: 6921, loss_aux: 1.2631, top1_acc: 0.4969, top5_acc: 0.7477, loss_cls: 2.1772, loss: 3.4403, grad_norm: 6.7448 2021-07-05 02:16:33,800 - mmaction - INFO - Epoch [46][1000/3757] lr: 1.000e-02, eta: 4 days, 21:34:59, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2696, top1_acc: 0.5047, top5_acc: 0.7523, loss_cls: 2.1341, loss: 3.4037, grad_norm: 6.7377 2021-07-05 02:16:55,152 - mmaction - INFO - Epoch [46][1020/3757] lr: 1.000e-02, eta: 4 days, 21:34:37, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2771, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2067, loss: 3.4838, grad_norm: 6.6278 2021-07-05 02:17:16,478 - mmaction - INFO - Epoch [46][1040/3757] lr: 1.000e-02, eta: 4 days, 21:34:15, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2765, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.1804, loss: 3.4569, grad_norm: 6.4993 2021-07-05 02:17:37,731 - mmaction - INFO - Epoch [46][1060/3757] lr: 1.000e-02, eta: 4 days, 21:33:53, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3104, top1_acc: 0.4867, top5_acc: 0.7180, loss_cls: 2.2638, loss: 3.5742, grad_norm: 6.5981 2021-07-05 02:18:00,466 - mmaction - INFO - Epoch [46][1080/3757] lr: 1.000e-02, eta: 4 days, 21:33:34, time: 1.137, data_time: 0.005, memory: 6921, loss_aux: 1.2703, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.1801, loss: 3.4505, grad_norm: 6.7941 2021-07-05 02:18:22,432 - mmaction - INFO - Epoch [46][1100/3757] lr: 1.000e-02, eta: 4 days, 21:33:14, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2693, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1632, loss: 3.4326, grad_norm: 6.6093 2021-07-05 02:18:43,831 - mmaction - INFO - Epoch [46][1120/3757] lr: 1.000e-02, eta: 4 days, 21:32:52, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3017, top1_acc: 0.4992, top5_acc: 0.7234, loss_cls: 2.1980, loss: 3.4997, grad_norm: 6.5524 2021-07-05 02:19:04,837 - mmaction - INFO - Epoch [46][1140/3757] lr: 1.000e-02, eta: 4 days, 21:32:29, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2987, top1_acc: 0.4875, top5_acc: 0.7367, loss_cls: 2.1761, loss: 3.4748, grad_norm: 6.7709 2021-07-05 02:19:26,202 - mmaction - INFO - Epoch [46][1160/3757] lr: 1.000e-02, eta: 4 days, 21:32:07, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2797, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1662, loss: 3.4459, grad_norm: 6.5906 2021-07-05 02:19:47,562 - mmaction - INFO - Epoch [46][1180/3757] lr: 1.000e-02, eta: 4 days, 21:31:45, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.2911, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1678, loss: 3.4589, grad_norm: 6.6767 2021-07-05 02:20:09,640 - mmaction - INFO - Epoch [46][1200/3757] lr: 1.000e-02, eta: 4 days, 21:31:25, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2201, top1_acc: 0.5078, top5_acc: 0.7664, loss_cls: 2.0635, loss: 3.2836, grad_norm: 6.4692 2021-07-05 02:20:31,804 - mmaction - INFO - Epoch [46][1220/3757] lr: 1.000e-02, eta: 4 days, 21:31:05, time: 1.110, data_time: 0.053, memory: 6921, loss_aux: 1.2983, top1_acc: 0.5008, top5_acc: 0.7125, loss_cls: 2.2180, loss: 3.5163, grad_norm: 6.7313 2021-07-05 02:20:53,025 - mmaction - INFO - Epoch [46][1240/3757] lr: 1.000e-02, eta: 4 days, 21:30:43, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.3244, top1_acc: 0.4578, top5_acc: 0.7281, loss_cls: 2.2781, loss: 3.6025, grad_norm: 6.5887 2021-07-05 02:21:15,472 - mmaction - INFO - Epoch [46][1260/3757] lr: 1.000e-02, eta: 4 days, 21:30:24, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 1.2858, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2103, loss: 3.4961, grad_norm: 6.6210 2021-07-05 02:21:36,428 - mmaction - INFO - Epoch [46][1280/3757] lr: 1.000e-02, eta: 4 days, 21:30:01, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2560, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1802, loss: 3.4361, grad_norm: 6.3801 2021-07-05 02:21:57,781 - mmaction - INFO - Epoch [46][1300/3757] lr: 1.000e-02, eta: 4 days, 21:29:39, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3019, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2355, loss: 3.5374, grad_norm: 6.4926 2021-07-05 02:22:19,316 - mmaction - INFO - Epoch [46][1320/3757] lr: 1.000e-02, eta: 4 days, 21:29:17, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.2565, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1653, loss: 3.4218, grad_norm: 6.6162 2021-07-05 02:22:40,992 - mmaction - INFO - Epoch [46][1340/3757] lr: 1.000e-02, eta: 4 days, 21:28:56, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2509, top1_acc: 0.5148, top5_acc: 0.7266, loss_cls: 2.1427, loss: 3.3936, grad_norm: 6.6667 2021-07-05 02:23:02,126 - mmaction - INFO - Epoch [46][1360/3757] lr: 1.000e-02, eta: 4 days, 21:28:34, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2430, top1_acc: 0.5133, top5_acc: 0.7320, loss_cls: 2.1498, loss: 3.3928, grad_norm: 6.6665 2021-07-05 02:23:23,944 - mmaction - INFO - Epoch [46][1380/3757] lr: 1.000e-02, eta: 4 days, 21:28:13, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.2957, top1_acc: 0.5117, top5_acc: 0.7266, loss_cls: 2.1969, loss: 3.4926, grad_norm: 6.8216 2021-07-05 02:23:44,972 - mmaction - INFO - Epoch [46][1400/3757] lr: 1.000e-02, eta: 4 days, 21:27:50, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2799, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1774, loss: 3.4573, grad_norm: 6.7213 2021-07-05 02:24:07,248 - mmaction - INFO - Epoch [46][1420/3757] lr: 1.000e-02, eta: 4 days, 21:27:31, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.2709, top1_acc: 0.5156, top5_acc: 0.7250, loss_cls: 2.1846, loss: 3.4554, grad_norm: 6.4147 2021-07-05 02:24:28,645 - mmaction - INFO - Epoch [46][1440/3757] lr: 1.000e-02, eta: 4 days, 21:27:09, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2850, top1_acc: 0.4859, top5_acc: 0.7180, loss_cls: 2.2464, loss: 3.5314, grad_norm: 6.6357 2021-07-05 02:24:49,752 - mmaction - INFO - Epoch [46][1460/3757] lr: 1.000e-02, eta: 4 days, 21:26:46, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3033, top1_acc: 0.5008, top5_acc: 0.7234, loss_cls: 2.2208, loss: 3.5242, grad_norm: 6.6799 2021-07-05 02:25:12,333 - mmaction - INFO - Epoch [46][1480/3757] lr: 1.000e-02, eta: 4 days, 21:26:27, time: 1.131, data_time: 0.005, memory: 6921, loss_aux: 1.2777, top1_acc: 0.4992, top5_acc: 0.7266, loss_cls: 2.2190, loss: 3.4967, grad_norm: 6.5503 2021-07-05 02:25:33,299 - mmaction - INFO - Epoch [46][1500/3757] lr: 1.000e-02, eta: 4 days, 21:26:05, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2890, top1_acc: 0.4813, top5_acc: 0.7289, loss_cls: 2.2311, loss: 3.5201, grad_norm: 6.8380 2021-07-05 02:25:56,187 - mmaction - INFO - Epoch [46][1520/3757] lr: 1.000e-02, eta: 4 days, 21:25:46, time: 1.144, data_time: 0.002, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5211, top5_acc: 0.7406, loss_cls: 2.1258, loss: 3.3830, grad_norm: 6.4959 2021-07-05 02:26:17,459 - mmaction - INFO - Epoch [46][1540/3757] lr: 1.000e-02, eta: 4 days, 21:25:24, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2898, top1_acc: 0.4852, top5_acc: 0.7367, loss_cls: 2.1536, loss: 3.4433, grad_norm: 6.7132 2021-07-05 02:26:38,518 - mmaction - INFO - Epoch [46][1560/3757] lr: 1.000e-02, eta: 4 days, 21:25:01, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2919, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1857, loss: 3.4775, grad_norm: 6.6809 2021-07-05 02:27:00,074 - mmaction - INFO - Epoch [46][1580/3757] lr: 1.000e-02, eta: 4 days, 21:24:40, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.3105, top1_acc: 0.5055, top5_acc: 0.7227, loss_cls: 2.2589, loss: 3.5694, grad_norm: 6.7525 2021-07-05 02:27:22,214 - mmaction - INFO - Epoch [46][1600/3757] lr: 1.000e-02, eta: 4 days, 21:24:20, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.2861, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1673, loss: 3.4534, grad_norm: 6.7134 2021-07-05 02:27:43,247 - mmaction - INFO - Epoch [46][1620/3757] lr: 1.000e-02, eta: 4 days, 21:23:57, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2828, top1_acc: 0.4906, top5_acc: 0.7266, loss_cls: 2.1928, loss: 3.4755, grad_norm: 6.7647 2021-07-05 02:28:05,007 - mmaction - INFO - Epoch [46][1640/3757] lr: 1.000e-02, eta: 4 days, 21:23:37, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2741, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.1226, loss: 3.3967, grad_norm: 6.5763 2021-07-05 02:28:26,618 - mmaction - INFO - Epoch [46][1660/3757] lr: 1.000e-02, eta: 4 days, 21:23:15, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 1.2827, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1615, loss: 3.4442, grad_norm: 6.6393 2021-07-05 02:28:47,986 - mmaction - INFO - Epoch [46][1680/3757] lr: 1.000e-02, eta: 4 days, 21:22:53, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2129, top1_acc: 0.5234, top5_acc: 0.7469, loss_cls: 2.0382, loss: 3.2511, grad_norm: 6.5237 2021-07-05 02:29:08,956 - mmaction - INFO - Epoch [46][1700/3757] lr: 1.000e-02, eta: 4 days, 21:22:31, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2524, top1_acc: 0.4984, top5_acc: 0.7211, loss_cls: 2.1740, loss: 3.4264, grad_norm: 6.7277 2021-07-05 02:29:30,759 - mmaction - INFO - Epoch [46][1720/3757] lr: 1.000e-02, eta: 4 days, 21:22:10, time: 1.091, data_time: 0.034, memory: 6921, loss_aux: 1.2959, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.2179, loss: 3.5139, grad_norm: 6.6318 2021-07-05 02:29:52,703 - mmaction - INFO - Epoch [46][1740/3757] lr: 1.000e-02, eta: 4 days, 21:21:49, time: 1.097, data_time: 0.029, memory: 6921, loss_aux: 1.2932, top1_acc: 0.5008, top5_acc: 0.7273, loss_cls: 2.2394, loss: 3.5326, grad_norm: 6.6812 2021-07-05 02:30:14,662 - mmaction - INFO - Epoch [46][1760/3757] lr: 1.000e-02, eta: 4 days, 21:21:29, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.3234, top1_acc: 0.4914, top5_acc: 0.7109, loss_cls: 2.3198, loss: 3.6433, grad_norm: 6.8155 2021-07-05 02:30:36,016 - mmaction - INFO - Epoch [46][1780/3757] lr: 1.000e-02, eta: 4 days, 21:21:07, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2768, top1_acc: 0.4883, top5_acc: 0.7219, loss_cls: 2.2432, loss: 3.5200, grad_norm: 6.5926 2021-07-05 02:30:56,957 - mmaction - INFO - Epoch [46][1800/3757] lr: 1.000e-02, eta: 4 days, 21:20:44, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.3106, top1_acc: 0.4734, top5_acc: 0.7219, loss_cls: 2.2697, loss: 3.5802, grad_norm: 6.8126 2021-07-05 02:31:18,704 - mmaction - INFO - Epoch [46][1820/3757] lr: 1.000e-02, eta: 4 days, 21:20:23, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2979, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1952, loss: 3.4931, grad_norm: 6.6608 2021-07-05 02:31:40,519 - mmaction - INFO - Epoch [46][1840/3757] lr: 1.000e-02, eta: 4 days, 21:20:02, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.2428, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1237, loss: 3.3664, grad_norm: 6.6982 2021-07-05 02:32:02,087 - mmaction - INFO - Epoch [46][1860/3757] lr: 1.000e-02, eta: 4 days, 21:19:41, time: 1.080, data_time: 0.008, memory: 6921, loss_aux: 1.3177, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.2274, loss: 3.5450, grad_norm: 6.7351 2021-07-05 02:32:23,513 - mmaction - INFO - Epoch [46][1880/3757] lr: 1.000e-02, eta: 4 days, 21:19:19, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.3133, top1_acc: 0.4914, top5_acc: 0.7219, loss_cls: 2.2672, loss: 3.5805, grad_norm: 6.7575 2021-07-05 02:32:45,066 - mmaction - INFO - Epoch [46][1900/3757] lr: 1.000e-02, eta: 4 days, 21:18:58, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.2783, top1_acc: 0.5062, top5_acc: 0.7359, loss_cls: 2.1575, loss: 3.4357, grad_norm: 6.5811 2021-07-05 02:33:06,494 - mmaction - INFO - Epoch [46][1920/3757] lr: 1.000e-02, eta: 4 days, 21:18:36, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3074, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2241, loss: 3.5315, grad_norm: 6.7039 2021-07-05 02:33:27,373 - mmaction - INFO - Epoch [46][1940/3757] lr: 1.000e-02, eta: 4 days, 21:18:13, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.3102, top1_acc: 0.4898, top5_acc: 0.7070, loss_cls: 2.2622, loss: 3.5724, grad_norm: 6.7705 2021-07-05 02:33:49,394 - mmaction - INFO - Epoch [46][1960/3757] lr: 1.000e-02, eta: 4 days, 21:17:52, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.2526, top1_acc: 0.5062, top5_acc: 0.7297, loss_cls: 2.1962, loss: 3.4488, grad_norm: 6.5283 2021-07-05 02:34:11,081 - mmaction - INFO - Epoch [46][1980/3757] lr: 1.000e-02, eta: 4 days, 21:17:31, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.2908, top1_acc: 0.4867, top5_acc: 0.7336, loss_cls: 2.2117, loss: 3.5025, grad_norm: 6.4956 2021-07-05 02:34:32,231 - mmaction - INFO - Epoch [46][2000/3757] lr: 1.000e-02, eta: 4 days, 21:17:09, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3067, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.2774, loss: 3.5841, grad_norm: 6.7228 2021-07-05 02:34:53,673 - mmaction - INFO - Epoch [46][2020/3757] lr: 1.000e-02, eta: 4 days, 21:16:47, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3172, top1_acc: 0.4742, top5_acc: 0.7117, loss_cls: 2.2742, loss: 3.5914, grad_norm: 6.5650 2021-07-05 02:35:15,990 - mmaction - INFO - Epoch [46][2040/3757] lr: 1.000e-02, eta: 4 days, 21:16:28, time: 1.116, data_time: 0.066, memory: 6921, loss_aux: 1.2640, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.1592, loss: 3.4232, grad_norm: 6.5857 2021-07-05 02:35:37,043 - mmaction - INFO - Epoch [46][2060/3757] lr: 1.000e-02, eta: 4 days, 21:16:05, time: 1.052, data_time: 0.008, memory: 6921, loss_aux: 1.3028, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.2408, loss: 3.5436, grad_norm: 6.6487 2021-07-05 02:35:58,347 - mmaction - INFO - Epoch [46][2080/3757] lr: 1.000e-02, eta: 4 days, 21:15:43, time: 1.063, data_time: 0.010, memory: 6921, loss_aux: 1.2930, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2257, loss: 3.5187, grad_norm: 6.5887 2021-07-05 02:36:20,366 - mmaction - INFO - Epoch [46][2100/3757] lr: 1.000e-02, eta: 4 days, 21:15:23, time: 1.103, data_time: 0.034, memory: 6921, loss_aux: 1.3256, top1_acc: 0.4680, top5_acc: 0.7156, loss_cls: 2.2889, loss: 3.6145, grad_norm: 6.5478 2021-07-05 02:36:42,023 - mmaction - INFO - Epoch [46][2120/3757] lr: 1.000e-02, eta: 4 days, 21:15:02, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.3162, top1_acc: 0.4828, top5_acc: 0.7125, loss_cls: 2.2588, loss: 3.5750, grad_norm: 6.6073 2021-07-05 02:37:03,692 - mmaction - INFO - Epoch [46][2140/3757] lr: 1.000e-02, eta: 4 days, 21:14:40, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2791, top1_acc: 0.5117, top5_acc: 0.7250, loss_cls: 2.1640, loss: 3.4430, grad_norm: 6.5510 2021-07-05 02:37:24,863 - mmaction - INFO - Epoch [46][2160/3757] lr: 1.000e-02, eta: 4 days, 21:14:18, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2233, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0319, loss: 3.2553, grad_norm: 6.5133 2021-07-05 02:37:46,064 - mmaction - INFO - Epoch [46][2180/3757] lr: 1.000e-02, eta: 4 days, 21:13:56, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2248, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.1055, loss: 3.3303, grad_norm: 6.6618 2021-07-05 02:38:07,076 - mmaction - INFO - Epoch [46][2200/3757] lr: 1.000e-02, eta: 4 days, 21:13:33, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2835, top1_acc: 0.5141, top5_acc: 0.7336, loss_cls: 2.1746, loss: 3.4581, grad_norm: 6.6176 2021-07-05 02:38:29,303 - mmaction - INFO - Epoch [46][2220/3757] lr: 1.000e-02, eta: 4 days, 21:13:13, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2888, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.2440, loss: 3.5328, grad_norm: 6.7294 2021-07-05 02:38:50,473 - mmaction - INFO - Epoch [46][2240/3757] lr: 1.000e-02, eta: 4 days, 21:12:51, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2902, top1_acc: 0.4789, top5_acc: 0.7406, loss_cls: 2.2201, loss: 3.5103, grad_norm: 6.5457 2021-07-05 02:39:12,118 - mmaction - INFO - Epoch [46][2260/3757] lr: 1.000e-02, eta: 4 days, 21:12:30, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2436, top1_acc: 0.5320, top5_acc: 0.7453, loss_cls: 2.0945, loss: 3.3380, grad_norm: 6.3987 2021-07-05 02:39:33,251 - mmaction - INFO - Epoch [46][2280/3757] lr: 1.000e-02, eta: 4 days, 21:12:07, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3068, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2467, loss: 3.5535, grad_norm: 6.8366 2021-07-05 02:39:55,084 - mmaction - INFO - Epoch [46][2300/3757] lr: 1.000e-02, eta: 4 days, 21:11:47, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2823, top1_acc: 0.5047, top5_acc: 0.7289, loss_cls: 2.2037, loss: 3.4860, grad_norm: 6.8651 2021-07-05 02:40:16,881 - mmaction - INFO - Epoch [46][2320/3757] lr: 1.000e-02, eta: 4 days, 21:11:26, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.3458, top1_acc: 0.4719, top5_acc: 0.7109, loss_cls: 2.3088, loss: 3.6546, grad_norm: 6.8189 2021-07-05 02:40:38,302 - mmaction - INFO - Epoch [46][2340/3757] lr: 1.000e-02, eta: 4 days, 21:11:04, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3324, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2849, loss: 3.6173, grad_norm: 6.7172 2021-07-05 02:40:59,409 - mmaction - INFO - Epoch [46][2360/3757] lr: 1.000e-02, eta: 4 days, 21:10:42, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2607, top1_acc: 0.5125, top5_acc: 0.7367, loss_cls: 2.1387, loss: 3.3994, grad_norm: 6.7070 2021-07-05 02:41:20,477 - mmaction - INFO - Epoch [46][2380/3757] lr: 1.000e-02, eta: 4 days, 21:10:19, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2889, top1_acc: 0.4914, top5_acc: 0.7281, loss_cls: 2.2270, loss: 3.5159, grad_norm: 6.6590 2021-07-05 02:41:42,518 - mmaction - INFO - Epoch [46][2400/3757] lr: 1.000e-02, eta: 4 days, 21:09:59, time: 1.101, data_time: 0.001, memory: 6921, loss_aux: 1.3032, top1_acc: 0.4891, top5_acc: 0.7109, loss_cls: 2.2692, loss: 3.5724, grad_norm: 6.5020 2021-07-05 02:42:04,202 - mmaction - INFO - Epoch [46][2420/3757] lr: 1.000e-02, eta: 4 days, 21:09:37, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2851, top1_acc: 0.5008, top5_acc: 0.7227, loss_cls: 2.1917, loss: 3.4768, grad_norm: 6.5657 2021-07-05 02:42:25,308 - mmaction - INFO - Epoch [46][2440/3757] lr: 1.000e-02, eta: 4 days, 21:09:15, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 1.3071, top1_acc: 0.4898, top5_acc: 0.7141, loss_cls: 2.2464, loss: 3.5534, grad_norm: 6.7628 2021-07-05 02:42:46,792 - mmaction - INFO - Epoch [46][2460/3757] lr: 1.000e-02, eta: 4 days, 21:08:53, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.2923, top1_acc: 0.4766, top5_acc: 0.7266, loss_cls: 2.2497, loss: 3.5419, grad_norm: 6.7090 2021-07-05 02:43:08,083 - mmaction - INFO - Epoch [46][2480/3757] lr: 1.000e-02, eta: 4 days, 21:08:31, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2783, top1_acc: 0.4852, top5_acc: 0.7328, loss_cls: 2.2195, loss: 3.4978, grad_norm: 6.6368 2021-07-05 02:43:29,294 - mmaction - INFO - Epoch [46][2500/3757] lr: 1.000e-02, eta: 4 days, 21:08:09, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5016, top5_acc: 0.7422, loss_cls: 2.1642, loss: 3.4213, grad_norm: 6.7869 2021-07-05 02:43:51,371 - mmaction - INFO - Epoch [46][2520/3757] lr: 1.000e-02, eta: 4 days, 21:07:49, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.3171, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.2687, loss: 3.5858, grad_norm: 6.7306 2021-07-05 02:44:12,343 - mmaction - INFO - Epoch [46][2540/3757] lr: 1.000e-02, eta: 4 days, 21:07:26, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2714, top1_acc: 0.5094, top5_acc: 0.7227, loss_cls: 2.2316, loss: 3.5030, grad_norm: 6.5700 2021-07-05 02:44:33,371 - mmaction - INFO - Epoch [46][2560/3757] lr: 1.000e-02, eta: 4 days, 21:07:04, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3331, top1_acc: 0.4750, top5_acc: 0.7000, loss_cls: 2.3243, loss: 3.6575, grad_norm: 6.6432 2021-07-05 02:44:54,519 - mmaction - INFO - Epoch [46][2580/3757] lr: 1.000e-02, eta: 4 days, 21:06:41, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2871, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.2470, loss: 3.5341, grad_norm: 6.7134 2021-07-05 02:45:15,739 - mmaction - INFO - Epoch [46][2600/3757] lr: 1.000e-02, eta: 4 days, 21:06:19, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3791, top1_acc: 0.4695, top5_acc: 0.7070, loss_cls: 2.3586, loss: 3.7377, grad_norm: 6.6913 2021-07-05 02:45:36,916 - mmaction - INFO - Epoch [46][2620/3757] lr: 1.000e-02, eta: 4 days, 21:05:57, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3335, top1_acc: 0.4875, top5_acc: 0.7109, loss_cls: 2.2952, loss: 3.6287, grad_norm: 6.7356 2021-07-05 02:45:59,472 - mmaction - INFO - Epoch [46][2640/3757] lr: 1.000e-02, eta: 4 days, 21:05:38, time: 1.129, data_time: 0.041, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1512, loss: 3.4265, grad_norm: 6.4247 2021-07-05 02:46:20,393 - mmaction - INFO - Epoch [46][2660/3757] lr: 1.000e-02, eta: 4 days, 21:05:15, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.2705, top1_acc: 0.5164, top5_acc: 0.7234, loss_cls: 2.1760, loss: 3.4465, grad_norm: 6.7194 2021-07-05 02:46:41,505 - mmaction - INFO - Epoch [46][2680/3757] lr: 1.000e-02, eta: 4 days, 21:04:52, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3022, top1_acc: 0.5094, top5_acc: 0.7188, loss_cls: 2.2235, loss: 3.5258, grad_norm: 6.7096 2021-07-05 02:47:02,879 - mmaction - INFO - Epoch [46][2700/3757] lr: 1.000e-02, eta: 4 days, 21:04:30, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.2928, top1_acc: 0.4898, top5_acc: 0.7289, loss_cls: 2.2677, loss: 3.5606, grad_norm: 6.7784 2021-07-05 02:47:23,913 - mmaction - INFO - Epoch [46][2720/3757] lr: 1.000e-02, eta: 4 days, 21:04:08, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2464, top1_acc: 0.5227, top5_acc: 0.7414, loss_cls: 2.1033, loss: 3.3497, grad_norm: 6.5867 2021-07-05 02:47:45,360 - mmaction - INFO - Epoch [46][2740/3757] lr: 1.000e-02, eta: 4 days, 21:03:46, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2942, top1_acc: 0.4953, top5_acc: 0.7109, loss_cls: 2.2808, loss: 3.5750, grad_norm: 6.6685 2021-07-05 02:48:07,363 - mmaction - INFO - Epoch [46][2760/3757] lr: 1.000e-02, eta: 4 days, 21:03:26, time: 1.100, data_time: 0.001, memory: 6921, loss_aux: 1.3124, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.2961, loss: 3.6086, grad_norm: 6.5388 2021-07-05 02:48:28,537 - mmaction - INFO - Epoch [46][2780/3757] lr: 1.000e-02, eta: 4 days, 21:03:03, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3008, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.1788, loss: 3.4796, grad_norm: 6.4933 2021-07-05 02:48:49,707 - mmaction - INFO - Epoch [46][2800/3757] lr: 1.000e-02, eta: 4 days, 21:02:41, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2727, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1694, loss: 3.4421, grad_norm: 6.6948 2021-07-05 02:49:11,424 - mmaction - INFO - Epoch [46][2820/3757] lr: 1.000e-02, eta: 4 days, 21:02:20, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.3090, top1_acc: 0.4820, top5_acc: 0.7297, loss_cls: 2.2195, loss: 3.5285, grad_norm: 6.6424 2021-07-05 02:49:33,556 - mmaction - INFO - Epoch [46][2840/3757] lr: 1.000e-02, eta: 4 days, 21:02:00, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.2814, top1_acc: 0.5078, top5_acc: 0.7250, loss_cls: 2.2240, loss: 3.5055, grad_norm: 6.7195 2021-07-05 02:49:54,969 - mmaction - INFO - Epoch [46][2860/3757] lr: 1.000e-02, eta: 4 days, 21:01:38, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2853, top1_acc: 0.5062, top5_acc: 0.7266, loss_cls: 2.2078, loss: 3.4931, grad_norm: 6.5461 2021-07-05 02:50:16,190 - mmaction - INFO - Epoch [46][2880/3757] lr: 1.000e-02, eta: 4 days, 21:01:16, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2643, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.1730, loss: 3.4374, grad_norm: 6.6676 2021-07-05 02:50:37,459 - mmaction - INFO - Epoch [46][2900/3757] lr: 1.000e-02, eta: 4 days, 21:00:54, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2951, top1_acc: 0.4867, top5_acc: 0.7102, loss_cls: 2.2674, loss: 3.5625, grad_norm: 6.6620 2021-07-05 02:50:59,142 - mmaction - INFO - Epoch [46][2920/3757] lr: 1.000e-02, eta: 4 days, 21:00:33, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.3069, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2420, loss: 3.5489, grad_norm: 6.6498 2021-07-05 02:51:20,474 - mmaction - INFO - Epoch [46][2940/3757] lr: 1.000e-02, eta: 4 days, 21:00:11, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2798, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.2155, loss: 3.4953, grad_norm: 6.6190 2021-07-05 02:51:42,721 - mmaction - INFO - Epoch [46][2960/3757] lr: 1.000e-02, eta: 4 days, 20:59:51, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 1.2498, top1_acc: 0.5289, top5_acc: 0.7484, loss_cls: 2.0959, loss: 3.3457, grad_norm: 6.4670 2021-07-05 02:52:04,026 - mmaction - INFO - Epoch [46][2980/3757] lr: 1.000e-02, eta: 4 days, 20:59:29, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2745, top1_acc: 0.5039, top5_acc: 0.7242, loss_cls: 2.1918, loss: 3.4663, grad_norm: 6.5935 2021-07-05 02:52:24,982 - mmaction - INFO - Epoch [46][3000/3757] lr: 1.000e-02, eta: 4 days, 20:59:06, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2891, top1_acc: 0.5078, top5_acc: 0.7328, loss_cls: 2.2055, loss: 3.4945, grad_norm: 6.7731 2021-07-05 02:52:47,081 - mmaction - INFO - Epoch [46][3020/3757] lr: 1.000e-02, eta: 4 days, 20:58:46, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2849, top1_acc: 0.4961, top5_acc: 0.7164, loss_cls: 2.2040, loss: 3.4890, grad_norm: 6.6615 2021-07-05 02:53:08,153 - mmaction - INFO - Epoch [46][3040/3757] lr: 1.000e-02, eta: 4 days, 20:58:24, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2497, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1146, loss: 3.3643, grad_norm: 6.4826 2021-07-05 02:53:29,358 - mmaction - INFO - Epoch [46][3060/3757] lr: 1.000e-02, eta: 4 days, 20:58:01, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2718, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.1992, loss: 3.4710, grad_norm: 6.7639 2021-07-05 02:53:51,356 - mmaction - INFO - Epoch [46][3080/3757] lr: 1.000e-02, eta: 4 days, 20:57:41, time: 1.099, data_time: 0.035, memory: 6921, loss_aux: 1.2988, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2193, loss: 3.5181, grad_norm: 6.8796 2021-07-05 02:54:12,361 - mmaction - INFO - Epoch [46][3100/3757] lr: 1.000e-02, eta: 4 days, 20:57:18, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2850, top1_acc: 0.5117, top5_acc: 0.7336, loss_cls: 2.1796, loss: 3.4646, grad_norm: 6.7761 2021-07-05 02:54:34,106 - mmaction - INFO - Epoch [46][3120/3757] lr: 1.000e-02, eta: 4 days, 20:56:57, time: 1.087, data_time: 0.033, memory: 6921, loss_aux: 1.2951, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.2695, loss: 3.5646, grad_norm: 6.8786 2021-07-05 02:54:55,792 - mmaction - INFO - Epoch [46][3140/3757] lr: 1.000e-02, eta: 4 days, 20:56:36, time: 1.086, data_time: 0.008, memory: 6921, loss_aux: 1.2912, top1_acc: 0.4922, top5_acc: 0.7211, loss_cls: 2.2755, loss: 3.5667, grad_norm: 6.7411 2021-07-05 02:55:18,028 - mmaction - INFO - Epoch [46][3160/3757] lr: 1.000e-02, eta: 4 days, 20:56:16, time: 1.109, data_time: 0.001, memory: 6921, loss_aux: 1.2898, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.2242, loss: 3.5140, grad_norm: 6.7752 2021-07-05 02:55:38,939 - mmaction - INFO - Epoch [46][3180/3757] lr: 1.000e-02, eta: 4 days, 20:55:53, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.2383, top1_acc: 0.5281, top5_acc: 0.7438, loss_cls: 2.1190, loss: 3.3572, grad_norm: 6.5987 2021-07-05 02:56:00,256 - mmaction - INFO - Epoch [46][3200/3757] lr: 1.000e-02, eta: 4 days, 20:55:31, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2951, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.2041, loss: 3.4993, grad_norm: 6.7816 2021-07-05 02:56:21,896 - mmaction - INFO - Epoch [46][3220/3757] lr: 1.000e-02, eta: 4 days, 20:55:10, time: 1.082, data_time: 0.021, memory: 6921, loss_aux: 1.2699, top1_acc: 0.5023, top5_acc: 0.7234, loss_cls: 2.2227, loss: 3.4925, grad_norm: 6.8011 2021-07-05 02:56:43,792 - mmaction - INFO - Epoch [46][3240/3757] lr: 1.000e-02, eta: 4 days, 20:54:49, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.3083, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.2776, loss: 3.5858, grad_norm: 6.6519 2021-07-05 02:57:05,029 - mmaction - INFO - Epoch [46][3260/3757] lr: 1.000e-02, eta: 4 days, 20:54:27, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2842, top1_acc: 0.5156, top5_acc: 0.7383, loss_cls: 2.1555, loss: 3.4397, grad_norm: 6.4411 2021-07-05 02:57:26,338 - mmaction - INFO - Epoch [46][3280/3757] lr: 1.000e-02, eta: 4 days, 20:54:05, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.2358, top1_acc: 0.5258, top5_acc: 0.7367, loss_cls: 2.1273, loss: 3.3631, grad_norm: 6.6190 2021-07-05 02:57:48,480 - mmaction - INFO - Epoch [46][3300/3757] lr: 1.000e-02, eta: 4 days, 20:53:45, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.3152, top1_acc: 0.5031, top5_acc: 0.7156, loss_cls: 2.2320, loss: 3.5472, grad_norm: 6.5734 2021-07-05 02:58:10,341 - mmaction - INFO - Epoch [46][3320/3757] lr: 1.000e-02, eta: 4 days, 20:53:24, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2709, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1858, loss: 3.4567, grad_norm: 6.8473 2021-07-05 02:58:31,616 - mmaction - INFO - Epoch [46][3340/3757] lr: 1.000e-02, eta: 4 days, 20:53:02, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.3200, top1_acc: 0.4672, top5_acc: 0.7234, loss_cls: 2.2700, loss: 3.5901, grad_norm: 6.8670 2021-07-05 02:58:54,003 - mmaction - INFO - Epoch [46][3360/3757] lr: 1.000e-02, eta: 4 days, 20:52:43, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 1.2774, top1_acc: 0.5086, top5_acc: 0.7328, loss_cls: 2.1710, loss: 3.4484, grad_norm: 6.8691 2021-07-05 02:59:15,371 - mmaction - INFO - Epoch [46][3380/3757] lr: 1.000e-02, eta: 4 days, 20:52:21, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2885, top1_acc: 0.4930, top5_acc: 0.7164, loss_cls: 2.2437, loss: 3.5322, grad_norm: 6.6466 2021-07-05 02:59:37,302 - mmaction - INFO - Epoch [46][3400/3757] lr: 1.000e-02, eta: 4 days, 20:52:01, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.2787, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.2118, loss: 3.4905, grad_norm: 6.7170 2021-07-05 02:59:58,637 - mmaction - INFO - Epoch [46][3420/3757] lr: 1.000e-02, eta: 4 days, 20:51:39, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3173, top1_acc: 0.4914, top5_acc: 0.7148, loss_cls: 2.2731, loss: 3.5904, grad_norm: 6.8526 2021-07-05 03:00:19,600 - mmaction - INFO - Epoch [46][3440/3757] lr: 1.000e-02, eta: 4 days, 20:51:16, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.3179, top1_acc: 0.5000, top5_acc: 0.7203, loss_cls: 2.2375, loss: 3.5554, grad_norm: 6.5737 2021-07-05 03:00:42,277 - mmaction - INFO - Epoch [46][3460/3757] lr: 1.000e-02, eta: 4 days, 20:50:57, time: 1.135, data_time: 0.003, memory: 6921, loss_aux: 1.2626, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1504, loss: 3.4130, grad_norm: 6.4637 2021-07-05 03:01:03,710 - mmaction - INFO - Epoch [46][3480/3757] lr: 1.000e-02, eta: 4 days, 20:50:35, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3025, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.2040, loss: 3.5065, grad_norm: 6.6596 2021-07-05 03:01:25,379 - mmaction - INFO - Epoch [46][3500/3757] lr: 1.000e-02, eta: 4 days, 20:50:14, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2316, top1_acc: 0.5203, top5_acc: 0.7414, loss_cls: 2.0807, loss: 3.3122, grad_norm: 6.4919 2021-07-05 03:01:47,159 - mmaction - INFO - Epoch [46][3520/3757] lr: 1.000e-02, eta: 4 days, 20:49:53, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.3226, top1_acc: 0.4797, top5_acc: 0.7211, loss_cls: 2.2524, loss: 3.5751, grad_norm: 6.9608 2021-07-05 03:02:08,403 - mmaction - INFO - Epoch [46][3540/3757] lr: 1.000e-02, eta: 4 days, 20:49:31, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.3120, top1_acc: 0.4820, top5_acc: 0.7125, loss_cls: 2.2964, loss: 3.6084, grad_norm: 6.9864 2021-07-05 03:02:30,550 - mmaction - INFO - Epoch [46][3560/3757] lr: 1.000e-02, eta: 4 days, 20:49:11, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.2376, top1_acc: 0.5297, top5_acc: 0.7367, loss_cls: 2.1184, loss: 3.3560, grad_norm: 6.6002 2021-07-05 03:02:51,897 - mmaction - INFO - Epoch [46][3580/3757] lr: 1.000e-02, eta: 4 days, 20:48:49, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3288, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2861, loss: 3.6149, grad_norm: 6.7450 2021-07-05 03:03:13,563 - mmaction - INFO - Epoch [46][3600/3757] lr: 1.000e-02, eta: 4 days, 20:48:28, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2686, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1696, loss: 3.4382, grad_norm: 6.7306 2021-07-05 03:03:34,664 - mmaction - INFO - Epoch [46][3620/3757] lr: 1.000e-02, eta: 4 days, 20:48:05, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5172, top5_acc: 0.7516, loss_cls: 2.1375, loss: 3.3970, grad_norm: 6.6221 2021-07-05 03:03:56,827 - mmaction - INFO - Epoch [46][3640/3757] lr: 1.000e-02, eta: 4 days, 20:47:45, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.3109, top1_acc: 0.5008, top5_acc: 0.7188, loss_cls: 2.2543, loss: 3.5652, grad_norm: 6.8152 2021-07-05 03:04:17,825 - mmaction - INFO - Epoch [46][3660/3757] lr: 1.000e-02, eta: 4 days, 20:47:23, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3071, top1_acc: 0.4891, top5_acc: 0.7219, loss_cls: 2.2477, loss: 3.5548, grad_norm: 6.7069 2021-07-05 03:04:39,261 - mmaction - INFO - Epoch [46][3680/3757] lr: 1.000e-02, eta: 4 days, 20:47:01, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2980, top1_acc: 0.4797, top5_acc: 0.7305, loss_cls: 2.2247, loss: 3.5227, grad_norm: 6.8390 2021-07-05 03:05:01,756 - mmaction - INFO - Epoch [46][3700/3757] lr: 1.000e-02, eta: 4 days, 20:46:42, time: 1.124, data_time: 0.002, memory: 6921, loss_aux: 1.3101, top1_acc: 0.4891, top5_acc: 0.7016, loss_cls: 2.2914, loss: 3.6016, grad_norm: 6.7337 2021-07-05 03:05:23,626 - mmaction - INFO - Epoch [46][3720/3757] lr: 1.000e-02, eta: 4 days, 20:46:21, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.3816, top1_acc: 0.4828, top5_acc: 0.7008, loss_cls: 2.3512, loss: 3.7329, grad_norm: 6.7764 2021-07-05 03:05:44,786 - mmaction - INFO - Epoch [46][3740/3757] lr: 1.000e-02, eta: 4 days, 20:45:59, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2929, top1_acc: 0.5125, top5_acc: 0.7352, loss_cls: 2.1669, loss: 3.4598, grad_norm: 6.5479 2021-07-05 03:06:03,188 - mmaction - INFO - Saving checkpoint at 46 epochs 2021-07-05 03:07:05,971 - mmaction - INFO - Epoch [47][20/3757] lr: 1.000e-02, eta: 4 days, 20:46:07, time: 3.061, data_time: 2.032, memory: 6921, loss_aux: 1.2371, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.1218, loss: 3.3589, grad_norm: 6.3501 2021-07-05 03:07:29,231 - mmaction - INFO - Epoch [47][40/3757] lr: 1.000e-02, eta: 4 days, 20:45:50, time: 1.164, data_time: 0.150, memory: 6921, loss_aux: 1.2984, top1_acc: 0.4766, top5_acc: 0.7312, loss_cls: 2.2253, loss: 3.5237, grad_norm: 6.5963 2021-07-05 03:07:50,085 - mmaction - INFO - Epoch [47][60/3757] lr: 1.000e-02, eta: 4 days, 20:45:27, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.2980, top1_acc: 0.4719, top5_acc: 0.7242, loss_cls: 2.2403, loss: 3.5382, grad_norm: 6.6891 2021-07-05 03:08:11,179 - mmaction - INFO - Epoch [47][80/3757] lr: 1.000e-02, eta: 4 days, 20:45:04, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2495, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1488, loss: 3.3984, grad_norm: 6.5133 2021-07-05 03:08:32,396 - mmaction - INFO - Epoch [47][100/3757] lr: 1.000e-02, eta: 4 days, 20:44:42, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2780, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2048, loss: 3.4828, grad_norm: 6.8067 2021-07-05 03:08:53,965 - mmaction - INFO - Epoch [47][120/3757] lr: 1.000e-02, eta: 4 days, 20:44:21, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.3213, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.2391, loss: 3.5605, grad_norm: 6.6277 2021-07-05 03:09:16,537 - mmaction - INFO - Epoch [47][140/3757] lr: 1.000e-02, eta: 4 days, 20:44:01, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 1.2781, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.1884, loss: 3.4665, grad_norm: 6.6995 2021-07-05 03:09:37,593 - mmaction - INFO - Epoch [47][160/3757] lr: 1.000e-02, eta: 4 days, 20:43:39, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2747, top1_acc: 0.5109, top5_acc: 0.7320, loss_cls: 2.1868, loss: 3.4615, grad_norm: 6.6107 2021-07-05 03:09:58,638 - mmaction - INFO - Epoch [47][180/3757] lr: 1.000e-02, eta: 4 days, 20:43:16, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2563, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.1515, loss: 3.4078, grad_norm: 6.5872 2021-07-05 03:10:19,676 - mmaction - INFO - Epoch [47][200/3757] lr: 1.000e-02, eta: 4 days, 20:42:54, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2270, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1181, loss: 3.3451, grad_norm: 6.7078 2021-07-05 03:10:41,173 - mmaction - INFO - Epoch [47][220/3757] lr: 1.000e-02, eta: 4 days, 20:42:32, time: 1.075, data_time: 0.009, memory: 6921, loss_aux: 1.3186, top1_acc: 0.4906, top5_acc: 0.7023, loss_cls: 2.3253, loss: 3.6440, grad_norm: 6.7826 2021-07-05 03:11:03,434 - mmaction - INFO - Epoch [47][240/3757] lr: 1.000e-02, eta: 4 days, 20:42:12, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.2667, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1495, loss: 3.4162, grad_norm: 6.6677 2021-07-05 03:11:24,695 - mmaction - INFO - Epoch [47][260/3757] lr: 1.000e-02, eta: 4 days, 20:41:50, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2708, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.1319, loss: 3.4027, grad_norm: 6.6339 2021-07-05 03:11:45,927 - mmaction - INFO - Epoch [47][280/3757] lr: 1.000e-02, eta: 4 days, 20:41:28, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3035, top1_acc: 0.4969, top5_acc: 0.7266, loss_cls: 2.2061, loss: 3.5096, grad_norm: 6.7370 2021-07-05 03:12:08,571 - mmaction - INFO - Epoch [47][300/3757] lr: 1.000e-02, eta: 4 days, 20:41:09, time: 1.132, data_time: 0.002, memory: 6921, loss_aux: 1.3085, top1_acc: 0.4945, top5_acc: 0.7375, loss_cls: 2.2062, loss: 3.5147, grad_norm: 6.7516 2021-07-05 03:12:29,656 - mmaction - INFO - Epoch [47][320/3757] lr: 1.000e-02, eta: 4 days, 20:40:47, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2467, top1_acc: 0.5250, top5_acc: 0.7461, loss_cls: 2.0959, loss: 3.3425, grad_norm: 6.4961 2021-07-05 03:12:50,670 - mmaction - INFO - Epoch [47][340/3757] lr: 1.000e-02, eta: 4 days, 20:40:24, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2690, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1759, loss: 3.4448, grad_norm: 6.6733 2021-07-05 03:13:12,950 - mmaction - INFO - Epoch [47][360/3757] lr: 1.000e-02, eta: 4 days, 20:40:04, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5148, top5_acc: 0.7617, loss_cls: 2.1030, loss: 3.3568, grad_norm: 6.8858 2021-07-05 03:13:34,720 - mmaction - INFO - Epoch [47][380/3757] lr: 1.000e-02, eta: 4 days, 20:39:43, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.2456, top1_acc: 0.5148, top5_acc: 0.7344, loss_cls: 2.1178, loss: 3.3634, grad_norm: 6.7946 2021-07-05 03:13:56,953 - mmaction - INFO - Epoch [47][400/3757] lr: 1.000e-02, eta: 4 days, 20:39:23, time: 1.111, data_time: 0.001, memory: 6921, loss_aux: 1.2932, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.1735, loss: 3.4667, grad_norm: 6.7844 2021-07-05 03:14:17,743 - mmaction - INFO - Epoch [47][420/3757] lr: 1.000e-02, eta: 4 days, 20:39:00, time: 1.039, data_time: 0.004, memory: 6921, loss_aux: 1.2990, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.2122, loss: 3.5113, grad_norm: 6.7437 2021-07-05 03:14:39,156 - mmaction - INFO - Epoch [47][440/3757] lr: 1.000e-02, eta: 4 days, 20:38:38, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.3348, top1_acc: 0.4875, top5_acc: 0.7133, loss_cls: 2.2746, loss: 3.6095, grad_norm: 6.7551 2021-07-05 03:15:01,214 - mmaction - INFO - Epoch [47][460/3757] lr: 1.000e-02, eta: 4 days, 20:38:18, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 1.2618, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2195, loss: 3.4813, grad_norm: 6.5950 2021-07-05 03:15:22,584 - mmaction - INFO - Epoch [47][480/3757] lr: 1.000e-02, eta: 4 days, 20:37:56, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2543, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.1344, loss: 3.3887, grad_norm: 6.6491 2021-07-05 03:15:44,353 - mmaction - INFO - Epoch [47][500/3757] lr: 1.000e-02, eta: 4 days, 20:37:35, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2958, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.2410, loss: 3.5368, grad_norm: 6.6482 2021-07-05 03:16:05,618 - mmaction - INFO - Epoch [47][520/3757] lr: 1.000e-02, eta: 4 days, 20:37:13, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3251, top1_acc: 0.5070, top5_acc: 0.7227, loss_cls: 2.2436, loss: 3.5687, grad_norm: 6.7073 2021-07-05 03:16:27,424 - mmaction - INFO - Epoch [47][540/3757] lr: 1.000e-02, eta: 4 days, 20:36:52, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2860, top1_acc: 0.5242, top5_acc: 0.7328, loss_cls: 2.1765, loss: 3.4625, grad_norm: 6.5811 2021-07-05 03:16:49,526 - mmaction - INFO - Epoch [47][560/3757] lr: 1.000e-02, eta: 4 days, 20:36:32, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2457, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.1325, loss: 3.3782, grad_norm: 6.6702 2021-07-05 03:17:12,069 - mmaction - INFO - Epoch [47][580/3757] lr: 1.000e-02, eta: 4 days, 20:36:13, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 1.3076, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.2217, loss: 3.5293, grad_norm: 6.7301 2021-07-05 03:17:33,047 - mmaction - INFO - Epoch [47][600/3757] lr: 1.000e-02, eta: 4 days, 20:35:50, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.2095, loss: 3.5270, grad_norm: 6.6997 2021-07-05 03:17:54,440 - mmaction - INFO - Epoch [47][620/3757] lr: 1.000e-02, eta: 4 days, 20:35:28, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2692, top1_acc: 0.5164, top5_acc: 0.7336, loss_cls: 2.1880, loss: 3.4572, grad_norm: 6.8047 2021-07-05 03:18:15,775 - mmaction - INFO - Epoch [47][640/3757] lr: 1.000e-02, eta: 4 days, 20:35:06, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2774, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1569, loss: 3.4344, grad_norm: 6.6501 2021-07-05 03:18:36,992 - mmaction - INFO - Epoch [47][660/3757] lr: 1.000e-02, eta: 4 days, 20:34:44, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.1682, loss: 3.4277, grad_norm: 6.8443 2021-07-05 03:18:58,569 - mmaction - INFO - Epoch [47][680/3757] lr: 1.000e-02, eta: 4 days, 20:34:23, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.2672, top1_acc: 0.5234, top5_acc: 0.7188, loss_cls: 2.1350, loss: 3.4022, grad_norm: 6.4864 2021-07-05 03:19:20,591 - mmaction - INFO - Epoch [47][700/3757] lr: 1.000e-02, eta: 4 days, 20:34:02, time: 1.101, data_time: 0.001, memory: 6921, loss_aux: 1.2840, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.2085, loss: 3.4926, grad_norm: 6.6031 2021-07-05 03:19:42,840 - mmaction - INFO - Epoch [47][720/3757] lr: 1.000e-02, eta: 4 days, 20:33:42, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.2757, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.2140, loss: 3.4897, grad_norm: 6.7575 2021-07-05 03:20:04,304 - mmaction - INFO - Epoch [47][740/3757] lr: 1.000e-02, eta: 4 days, 20:33:21, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.3135, top1_acc: 0.4977, top5_acc: 0.7195, loss_cls: 2.2640, loss: 3.5775, grad_norm: 6.7109 2021-07-05 03:20:25,886 - mmaction - INFO - Epoch [47][760/3757] lr: 1.000e-02, eta: 4 days, 20:32:59, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2457, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.1656, loss: 3.4114, grad_norm: 6.5720 2021-07-05 03:20:47,931 - mmaction - INFO - Epoch [47][780/3757] lr: 1.000e-02, eta: 4 days, 20:32:39, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.2650, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.1056, loss: 3.3706, grad_norm: 6.5635 2021-07-05 03:21:09,146 - mmaction - INFO - Epoch [47][800/3757] lr: 1.000e-02, eta: 4 days, 20:32:17, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2317, top1_acc: 0.5164, top5_acc: 0.7555, loss_cls: 2.0905, loss: 3.3222, grad_norm: 6.5925 2021-07-05 03:21:31,455 - mmaction - INFO - Epoch [47][820/3757] lr: 1.000e-02, eta: 4 days, 20:31:57, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.2626, top1_acc: 0.5117, top5_acc: 0.7219, loss_cls: 2.1961, loss: 3.4587, grad_norm: 6.3758 2021-07-05 03:21:53,318 - mmaction - INFO - Epoch [47][840/3757] lr: 1.000e-02, eta: 4 days, 20:31:36, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2431, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.1047, loss: 3.3477, grad_norm: 6.4552 2021-07-05 03:22:15,239 - mmaction - INFO - Epoch [47][860/3757] lr: 1.000e-02, eta: 4 days, 20:31:16, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.3125, top1_acc: 0.5078, top5_acc: 0.7188, loss_cls: 2.2502, loss: 3.5627, grad_norm: 6.7451 2021-07-05 03:22:36,386 - mmaction - INFO - Epoch [47][880/3757] lr: 1.000e-02, eta: 4 days, 20:30:53, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.3067, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.2217, loss: 3.5283, grad_norm: 6.6201 2021-07-05 03:22:57,599 - mmaction - INFO - Epoch [47][900/3757] lr: 1.000e-02, eta: 4 days, 20:30:31, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2278, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.1175, loss: 3.3453, grad_norm: 6.6518 2021-07-05 03:23:18,720 - mmaction - INFO - Epoch [47][920/3757] lr: 1.000e-02, eta: 4 days, 20:30:09, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2370, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0743, loss: 3.3112, grad_norm: 6.7424 2021-07-05 03:23:40,419 - mmaction - INFO - Epoch [47][940/3757] lr: 1.000e-02, eta: 4 days, 20:29:48, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2264, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.1347, loss: 3.3611, grad_norm: 6.9877 2021-07-05 03:24:02,172 - mmaction - INFO - Epoch [47][960/3757] lr: 1.000e-02, eta: 4 days, 20:29:27, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2725, top1_acc: 0.4805, top5_acc: 0.7328, loss_cls: 2.2284, loss: 3.5009, grad_norm: 6.6695 2021-07-05 03:24:23,483 - mmaction - INFO - Epoch [47][980/3757] lr: 1.000e-02, eta: 4 days, 20:29:05, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2329, top1_acc: 0.5117, top5_acc: 0.7570, loss_cls: 2.0621, loss: 3.2950, grad_norm: 6.4588 2021-07-05 03:24:44,960 - mmaction - INFO - Epoch [47][1000/3757] lr: 1.000e-02, eta: 4 days, 20:28:43, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.2906, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.2029, loss: 3.4935, grad_norm: 6.6964 2021-07-05 03:25:07,649 - mmaction - INFO - Epoch [47][1020/3757] lr: 1.000e-02, eta: 4 days, 20:28:24, time: 1.131, data_time: 0.002, memory: 6921, loss_aux: 1.2607, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1740, loss: 3.4347, grad_norm: 6.6937 2021-07-05 03:25:29,276 - mmaction - INFO - Epoch [47][1040/3757] lr: 1.000e-02, eta: 4 days, 20:28:03, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.3187, top1_acc: 0.4672, top5_acc: 0.7234, loss_cls: 2.2976, loss: 3.6164, grad_norm: 6.8007 2021-07-05 03:25:50,630 - mmaction - INFO - Epoch [47][1060/3757] lr: 1.000e-02, eta: 4 days, 20:27:41, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2579, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.1282, loss: 3.3860, grad_norm: 6.7252 2021-07-05 03:26:13,413 - mmaction - INFO - Epoch [47][1080/3757] lr: 1.000e-02, eta: 4 days, 20:27:22, time: 1.141, data_time: 0.006, memory: 6921, loss_aux: 1.2812, top1_acc: 0.5031, top5_acc: 0.7336, loss_cls: 2.2032, loss: 3.4845, grad_norm: 6.7286 2021-07-05 03:26:35,139 - mmaction - INFO - Epoch [47][1100/3757] lr: 1.000e-02, eta: 4 days, 20:27:01, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 1.3331, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2771, loss: 3.6101, grad_norm: 6.6624 2021-07-05 03:26:56,287 - mmaction - INFO - Epoch [47][1120/3757] lr: 1.000e-02, eta: 4 days, 20:26:39, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3149, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.2431, loss: 3.5580, grad_norm: 6.5067 2021-07-05 03:27:18,304 - mmaction - INFO - Epoch [47][1140/3757] lr: 1.000e-02, eta: 4 days, 20:26:19, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.3218, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2443, loss: 3.5661, grad_norm: 6.5690 2021-07-05 03:27:39,754 - mmaction - INFO - Epoch [47][1160/3757] lr: 1.000e-02, eta: 4 days, 20:25:57, time: 1.072, data_time: 0.009, memory: 6921, loss_aux: 1.2370, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0679, loss: 3.3049, grad_norm: 6.6029 2021-07-05 03:28:01,878 - mmaction - INFO - Epoch [47][1180/3757] lr: 1.000e-02, eta: 4 days, 20:25:37, time: 1.106, data_time: 0.006, memory: 6921, loss_aux: 1.2521, top1_acc: 0.5266, top5_acc: 0.7438, loss_cls: 2.1177, loss: 3.3698, grad_norm: 6.6063 2021-07-05 03:28:23,872 - mmaction - INFO - Epoch [47][1200/3757] lr: 1.000e-02, eta: 4 days, 20:25:16, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.2491, top1_acc: 0.5000, top5_acc: 0.7484, loss_cls: 2.1384, loss: 3.3875, grad_norm: 6.9246 2021-07-05 03:28:45,100 - mmaction - INFO - Epoch [47][1220/3757] lr: 1.000e-02, eta: 4 days, 20:24:54, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2915, top1_acc: 0.4977, top5_acc: 0.7219, loss_cls: 2.2056, loss: 3.4971, grad_norm: 6.7879 2021-07-05 03:29:06,563 - mmaction - INFO - Epoch [47][1240/3757] lr: 1.000e-02, eta: 4 days, 20:24:32, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.2717, top1_acc: 0.5102, top5_acc: 0.7352, loss_cls: 2.1788, loss: 3.4505, grad_norm: 6.6483 2021-07-05 03:29:27,965 - mmaction - INFO - Epoch [47][1260/3757] lr: 1.000e-02, eta: 4 days, 20:24:11, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2765, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1484, loss: 3.4249, grad_norm: 6.6690 2021-07-05 03:29:49,642 - mmaction - INFO - Epoch [47][1280/3757] lr: 1.000e-02, eta: 4 days, 20:23:49, time: 1.083, data_time: 0.027, memory: 6921, loss_aux: 1.2756, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1615, loss: 3.4371, grad_norm: 6.5499 2021-07-05 03:30:11,904 - mmaction - INFO - Epoch [47][1300/3757] lr: 1.000e-02, eta: 4 days, 20:23:30, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 1.2424, top1_acc: 0.4953, top5_acc: 0.7438, loss_cls: 2.1191, loss: 3.3615, grad_norm: 6.6004 2021-07-05 03:30:33,911 - mmaction - INFO - Epoch [47][1320/3757] lr: 1.000e-02, eta: 4 days, 20:23:09, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2291, top1_acc: 0.5383, top5_acc: 0.7500, loss_cls: 2.0936, loss: 3.3227, grad_norm: 6.5687 2021-07-05 03:30:56,216 - mmaction - INFO - Epoch [47][1340/3757] lr: 1.000e-02, eta: 4 days, 20:22:49, time: 1.113, data_time: 0.073, memory: 6921, loss_aux: 1.2337, top1_acc: 0.5211, top5_acc: 0.7422, loss_cls: 2.1087, loss: 3.3425, grad_norm: 6.6630 2021-07-05 03:31:17,487 - mmaction - INFO - Epoch [47][1360/3757] lr: 1.000e-02, eta: 4 days, 20:22:27, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2638, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1909, loss: 3.4547, grad_norm: 6.7298 2021-07-05 03:31:38,670 - mmaction - INFO - Epoch [47][1380/3757] lr: 1.000e-02, eta: 4 days, 20:22:05, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2583, top1_acc: 0.5117, top5_acc: 0.7352, loss_cls: 2.1672, loss: 3.4255, grad_norm: 6.4771 2021-07-05 03:31:59,847 - mmaction - INFO - Epoch [47][1400/3757] lr: 1.000e-02, eta: 4 days, 20:21:43, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2998, top1_acc: 0.4977, top5_acc: 0.7266, loss_cls: 2.2523, loss: 3.5521, grad_norm: 6.5452 2021-07-05 03:32:21,855 - mmaction - INFO - Epoch [47][1420/3757] lr: 1.000e-02, eta: 4 days, 20:21:22, time: 1.100, data_time: 0.048, memory: 6921, loss_aux: 1.3341, top1_acc: 0.4984, top5_acc: 0.7070, loss_cls: 2.2704, loss: 3.6045, grad_norm: 6.7063 2021-07-05 03:32:44,021 - mmaction - INFO - Epoch [47][1440/3757] lr: 1.000e-02, eta: 4 days, 20:21:02, time: 1.108, data_time: 0.069, memory: 6921, loss_aux: 1.2853, top1_acc: 0.5047, top5_acc: 0.7242, loss_cls: 2.1931, loss: 3.4784, grad_norm: 6.6174 2021-07-05 03:33:04,922 - mmaction - INFO - Epoch [47][1460/3757] lr: 1.000e-02, eta: 4 days, 20:20:39, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 1.3012, top1_acc: 0.4836, top5_acc: 0.7219, loss_cls: 2.2505, loss: 3.5517, grad_norm: 6.7583 2021-07-05 03:33:26,258 - mmaction - INFO - Epoch [47][1480/3757] lr: 1.000e-02, eta: 4 days, 20:20:17, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3227, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2796, loss: 3.6022, grad_norm: 6.8260 2021-07-05 03:33:49,509 - mmaction - INFO - Epoch [47][1500/3757] lr: 1.000e-02, eta: 4 days, 20:20:00, time: 1.164, data_time: 0.006, memory: 6921, loss_aux: 1.3193, top1_acc: 0.4781, top5_acc: 0.7141, loss_cls: 2.2908, loss: 3.6101, grad_norm: 6.9062 2021-07-05 03:34:10,591 - mmaction - INFO - Epoch [47][1520/3757] lr: 1.000e-02, eta: 4 days, 20:19:37, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.3449, top1_acc: 0.4844, top5_acc: 0.7148, loss_cls: 2.2937, loss: 3.6387, grad_norm: 6.7791 2021-07-05 03:34:32,887 - mmaction - INFO - Epoch [47][1540/3757] lr: 1.000e-02, eta: 4 days, 20:19:18, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.2619, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1561, loss: 3.4179, grad_norm: 6.6329 2021-07-05 03:34:54,299 - mmaction - INFO - Epoch [47][1560/3757] lr: 1.000e-02, eta: 4 days, 20:18:56, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.2964, top1_acc: 0.4977, top5_acc: 0.7211, loss_cls: 2.2054, loss: 3.5018, grad_norm: 6.5122 2021-07-05 03:35:15,559 - mmaction - INFO - Epoch [47][1580/3757] lr: 1.000e-02, eta: 4 days, 20:18:34, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2886, top1_acc: 0.5031, top5_acc: 0.7234, loss_cls: 2.2177, loss: 3.5063, grad_norm: 6.5549 2021-07-05 03:35:36,936 - mmaction - INFO - Epoch [47][1600/3757] lr: 1.000e-02, eta: 4 days, 20:18:12, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2909, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.1886, loss: 3.4795, grad_norm: 6.6193 2021-07-05 03:35:59,094 - mmaction - INFO - Epoch [47][1620/3757] lr: 1.000e-02, eta: 4 days, 20:17:52, time: 1.108, data_time: 0.040, memory: 6921, loss_aux: 1.2329, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1034, loss: 3.3363, grad_norm: 6.6540 2021-07-05 03:36:20,794 - mmaction - INFO - Epoch [47][1640/3757] lr: 1.000e-02, eta: 4 days, 20:17:31, time: 1.086, data_time: 0.037, memory: 6921, loss_aux: 1.2923, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.2123, loss: 3.5046, grad_norm: 6.6333 2021-07-05 03:36:42,462 - mmaction - INFO - Epoch [47][1660/3757] lr: 1.000e-02, eta: 4 days, 20:17:09, time: 1.082, data_time: 0.010, memory: 6921, loss_aux: 1.2655, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.1996, loss: 3.4651, grad_norm: 6.6731 2021-07-05 03:37:03,778 - mmaction - INFO - Epoch [47][1680/3757] lr: 1.000e-02, eta: 4 days, 20:16:47, time: 1.068, data_time: 0.015, memory: 6921, loss_aux: 1.3339, top1_acc: 0.4781, top5_acc: 0.7148, loss_cls: 2.2898, loss: 3.6237, grad_norm: 6.9496 2021-07-05 03:37:25,203 - mmaction - INFO - Epoch [47][1700/3757] lr: 1.000e-02, eta: 4 days, 20:16:26, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3156, top1_acc: 0.4914, top5_acc: 0.7242, loss_cls: 2.2721, loss: 3.5876, grad_norm: 6.6314 2021-07-05 03:37:48,203 - mmaction - INFO - Epoch [47][1720/3757] lr: 1.000e-02, eta: 4 days, 20:16:07, time: 1.150, data_time: 0.003, memory: 6921, loss_aux: 1.3190, top1_acc: 0.4820, top5_acc: 0.7344, loss_cls: 2.2224, loss: 3.5414, grad_norm: 6.7941 2021-07-05 03:38:09,393 - mmaction - INFO - Epoch [47][1740/3757] lr: 1.000e-02, eta: 4 days, 20:15:45, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2580, top1_acc: 0.5148, top5_acc: 0.7336, loss_cls: 2.1748, loss: 3.4329, grad_norm: 6.7739 2021-07-05 03:38:30,486 - mmaction - INFO - Epoch [47][1760/3757] lr: 1.000e-02, eta: 4 days, 20:15:23, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2803, top1_acc: 0.5086, top5_acc: 0.7273, loss_cls: 2.2104, loss: 3.4907, grad_norm: 6.6032 2021-07-05 03:38:52,298 - mmaction - INFO - Epoch [47][1780/3757] lr: 1.000e-02, eta: 4 days, 20:15:02, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.2718, top1_acc: 0.4945, top5_acc: 0.7195, loss_cls: 2.2037, loss: 3.4755, grad_norm: 6.5039 2021-07-05 03:39:13,677 - mmaction - INFO - Epoch [47][1800/3757] lr: 1.000e-02, eta: 4 days, 20:14:40, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2852, top1_acc: 0.5148, top5_acc: 0.7234, loss_cls: 2.1844, loss: 3.4696, grad_norm: 6.5827 2021-07-05 03:39:35,693 - mmaction - INFO - Epoch [47][1820/3757] lr: 1.000e-02, eta: 4 days, 20:14:20, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.2727, top1_acc: 0.4828, top5_acc: 0.7227, loss_cls: 2.1869, loss: 3.4597, grad_norm: 6.7176 2021-07-05 03:39:57,121 - mmaction - INFO - Epoch [47][1840/3757] lr: 1.000e-02, eta: 4 days, 20:13:58, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3387, top1_acc: 0.4664, top5_acc: 0.7102, loss_cls: 2.3477, loss: 3.6863, grad_norm: 6.8851 2021-07-05 03:40:19,357 - mmaction - INFO - Epoch [47][1860/3757] lr: 1.000e-02, eta: 4 days, 20:13:38, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 1.2747, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2394, loss: 3.5141, grad_norm: 6.6888 2021-07-05 03:40:40,604 - mmaction - INFO - Epoch [47][1880/3757] lr: 1.000e-02, eta: 4 days, 20:13:16, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2843, top1_acc: 0.4844, top5_acc: 0.7312, loss_cls: 2.2077, loss: 3.4920, grad_norm: 6.5733 2021-07-05 03:41:01,673 - mmaction - INFO - Epoch [47][1900/3757] lr: 1.000e-02, eta: 4 days, 20:12:53, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2888, top1_acc: 0.4898, top5_acc: 0.7406, loss_cls: 2.1862, loss: 3.4750, grad_norm: 6.7082 2021-07-05 03:41:23,094 - mmaction - INFO - Epoch [47][1920/3757] lr: 1.000e-02, eta: 4 days, 20:12:32, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2387, top1_acc: 0.5227, top5_acc: 0.7320, loss_cls: 2.1394, loss: 3.3781, grad_norm: 6.5523 2021-07-05 03:41:44,643 - mmaction - INFO - Epoch [47][1940/3757] lr: 1.000e-02, eta: 4 days, 20:12:10, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2725, top1_acc: 0.5086, top5_acc: 0.7234, loss_cls: 2.1878, loss: 3.4603, grad_norm: 6.5250 2021-07-05 03:42:06,215 - mmaction - INFO - Epoch [47][1960/3757] lr: 1.000e-02, eta: 4 days, 20:11:49, time: 1.078, data_time: 0.012, memory: 6921, loss_aux: 1.3282, top1_acc: 0.5070, top5_acc: 0.7148, loss_cls: 2.2738, loss: 3.6020, grad_norm: 6.7658 2021-07-05 03:42:28,590 - mmaction - INFO - Epoch [47][1980/3757] lr: 1.000e-02, eta: 4 days, 20:11:29, time: 1.120, data_time: 0.005, memory: 6921, loss_aux: 1.3272, top1_acc: 0.4477, top5_acc: 0.7078, loss_cls: 2.3238, loss: 3.6511, grad_norm: 6.9326 2021-07-05 03:42:49,665 - mmaction - INFO - Epoch [47][2000/3757] lr: 1.000e-02, eta: 4 days, 20:11:07, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.3093, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2222, loss: 3.5315, grad_norm: 6.6035 2021-07-05 03:43:10,836 - mmaction - INFO - Epoch [47][2020/3757] lr: 1.000e-02, eta: 4 days, 20:10:44, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2641, top1_acc: 0.5055, top5_acc: 0.7219, loss_cls: 2.1640, loss: 3.4281, grad_norm: 6.5266 2021-07-05 03:43:33,725 - mmaction - INFO - Epoch [47][2040/3757] lr: 1.000e-02, eta: 4 days, 20:10:26, time: 1.147, data_time: 0.005, memory: 6921, loss_aux: 1.3064, top1_acc: 0.4844, top5_acc: 0.7258, loss_cls: 2.2411, loss: 3.5475, grad_norm: 6.5834 2021-07-05 03:43:54,763 - mmaction - INFO - Epoch [47][2060/3757] lr: 1.000e-02, eta: 4 days, 20:10:03, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.3034, top1_acc: 0.5055, top5_acc: 0.7180, loss_cls: 2.2416, loss: 3.5449, grad_norm: 6.7704 2021-07-05 03:44:15,859 - mmaction - INFO - Epoch [47][2080/3757] lr: 1.000e-02, eta: 4 days, 20:09:41, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2522, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.1256, loss: 3.3778, grad_norm: 6.5845 2021-07-05 03:44:37,257 - mmaction - INFO - Epoch [47][2100/3757] lr: 1.000e-02, eta: 4 days, 20:09:19, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.3721, top1_acc: 0.4781, top5_acc: 0.6969, loss_cls: 2.3544, loss: 3.7265, grad_norm: 6.9046 2021-07-05 03:44:58,461 - mmaction - INFO - Epoch [47][2120/3757] lr: 1.000e-02, eta: 4 days, 20:08:57, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2598, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1145, loss: 3.3743, grad_norm: 6.6488 2021-07-05 03:45:20,044 - mmaction - INFO - Epoch [47][2140/3757] lr: 1.000e-02, eta: 4 days, 20:08:35, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2647, top1_acc: 0.5242, top5_acc: 0.7297, loss_cls: 2.1374, loss: 3.4022, grad_norm: 6.6457 2021-07-05 03:45:41,803 - mmaction - INFO - Epoch [47][2160/3757] lr: 1.000e-02, eta: 4 days, 20:08:14, time: 1.087, data_time: 0.017, memory: 6921, loss_aux: 1.2792, top1_acc: 0.4969, top5_acc: 0.7344, loss_cls: 2.2217, loss: 3.5009, grad_norm: 6.8017 2021-07-05 03:46:03,104 - mmaction - INFO - Epoch [47][2180/3757] lr: 1.000e-02, eta: 4 days, 20:07:52, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2889, top1_acc: 0.4992, top5_acc: 0.7289, loss_cls: 2.2180, loss: 3.5069, grad_norm: 6.6585 2021-07-05 03:46:24,252 - mmaction - INFO - Epoch [47][2200/3757] lr: 1.000e-02, eta: 4 days, 20:07:30, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2776, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2120, loss: 3.4895, grad_norm: 6.7804 2021-07-05 03:46:46,574 - mmaction - INFO - Epoch [47][2220/3757] lr: 1.000e-02, eta: 4 days, 20:07:10, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 1.2782, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.1371, loss: 3.4153, grad_norm: 6.6227 2021-07-05 03:47:08,743 - mmaction - INFO - Epoch [47][2240/3757] lr: 1.000e-02, eta: 4 days, 20:06:50, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.2727, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1448, loss: 3.4175, grad_norm: 6.5910 2021-07-05 03:47:29,908 - mmaction - INFO - Epoch [47][2260/3757] lr: 1.000e-02, eta: 4 days, 20:06:28, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2568, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1185, loss: 3.3752, grad_norm: 6.6678 2021-07-05 03:47:52,489 - mmaction - INFO - Epoch [47][2280/3757] lr: 1.000e-02, eta: 4 days, 20:06:09, time: 1.130, data_time: 0.004, memory: 6921, loss_aux: 1.2983, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.2074, loss: 3.5057, grad_norm: 6.6671 2021-07-05 03:48:13,761 - mmaction - INFO - Epoch [47][2300/3757] lr: 1.000e-02, eta: 4 days, 20:05:47, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2957, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.1964, loss: 3.4921, grad_norm: 6.5322 2021-07-05 03:48:35,093 - mmaction - INFO - Epoch [47][2320/3757] lr: 1.000e-02, eta: 4 days, 20:05:25, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2880, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.2027, loss: 3.4906, grad_norm: 6.6904 2021-07-05 03:48:56,642 - mmaction - INFO - Epoch [47][2340/3757] lr: 1.000e-02, eta: 4 days, 20:05:03, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2701, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1553, loss: 3.4255, grad_norm: 6.6673 2021-07-05 03:49:17,824 - mmaction - INFO - Epoch [47][2360/3757] lr: 1.000e-02, eta: 4 days, 20:04:41, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3160, top1_acc: 0.4703, top5_acc: 0.7117, loss_cls: 2.2788, loss: 3.5948, grad_norm: 6.6629 2021-07-05 03:49:39,113 - mmaction - INFO - Epoch [47][2380/3757] lr: 1.000e-02, eta: 4 days, 20:04:19, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2634, top1_acc: 0.5008, top5_acc: 0.7289, loss_cls: 2.1765, loss: 3.4399, grad_norm: 6.6742 2021-07-05 03:50:01,605 - mmaction - INFO - Epoch [47][2400/3757] lr: 1.000e-02, eta: 4 days, 20:04:00, time: 1.127, data_time: 0.005, memory: 6921, loss_aux: 1.2621, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1497, loss: 3.4118, grad_norm: 6.7182 2021-07-05 03:50:22,668 - mmaction - INFO - Epoch [47][2420/3757] lr: 1.000e-02, eta: 4 days, 20:03:37, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.3597, top1_acc: 0.4688, top5_acc: 0.7023, loss_cls: 2.3393, loss: 3.6990, grad_norm: 6.8026 2021-07-05 03:50:44,029 - mmaction - INFO - Epoch [47][2440/3757] lr: 1.000e-02, eta: 4 days, 20:03:15, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2744, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1720, loss: 3.4464, grad_norm: 6.6605 2021-07-05 03:51:06,649 - mmaction - INFO - Epoch [47][2460/3757] lr: 1.000e-02, eta: 4 days, 20:02:56, time: 1.132, data_time: 0.003, memory: 6921, loss_aux: 1.3120, top1_acc: 0.4836, top5_acc: 0.7188, loss_cls: 2.2699, loss: 3.5819, grad_norm: 6.8611 2021-07-05 03:51:27,737 - mmaction - INFO - Epoch [47][2480/3757] lr: 1.000e-02, eta: 4 days, 20:02:34, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2450, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1378, loss: 3.3828, grad_norm: 6.6055 2021-07-05 03:51:49,508 - mmaction - INFO - Epoch [47][2500/3757] lr: 1.000e-02, eta: 4 days, 20:02:13, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.2827, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2651, loss: 3.5478, grad_norm: 6.8235 2021-07-05 03:52:12,057 - mmaction - INFO - Epoch [47][2520/3757] lr: 1.000e-02, eta: 4 days, 20:01:53, time: 1.128, data_time: 0.004, memory: 6921, loss_aux: 1.2649, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1526, loss: 3.4176, grad_norm: 6.6190 2021-07-05 03:52:32,940 - mmaction - INFO - Epoch [47][2540/3757] lr: 1.000e-02, eta: 4 days, 20:01:31, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3010, top1_acc: 0.4914, top5_acc: 0.7133, loss_cls: 2.2475, loss: 3.5486, grad_norm: 6.8252 2021-07-05 03:52:54,025 - mmaction - INFO - Epoch [47][2560/3757] lr: 1.000e-02, eta: 4 days, 20:01:08, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3377, top1_acc: 0.4891, top5_acc: 0.7047, loss_cls: 2.2634, loss: 3.6012, grad_norm: 6.8495 2021-07-05 03:53:16,063 - mmaction - INFO - Epoch [47][2580/3757] lr: 1.000e-02, eta: 4 days, 20:00:48, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2366, top1_acc: 0.5023, top5_acc: 0.7516, loss_cls: 2.0908, loss: 3.3274, grad_norm: 6.6590 2021-07-05 03:53:37,207 - mmaction - INFO - Epoch [47][2600/3757] lr: 1.000e-02, eta: 4 days, 20:00:25, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3108, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2416, loss: 3.5525, grad_norm: 6.8641 2021-07-05 03:53:59,001 - mmaction - INFO - Epoch [47][2620/3757] lr: 1.000e-02, eta: 4 days, 20:00:04, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2960, top1_acc: 0.4992, top5_acc: 0.7234, loss_cls: 2.2360, loss: 3.5320, grad_norm: 6.7203 2021-07-05 03:54:20,248 - mmaction - INFO - Epoch [47][2640/3757] lr: 1.000e-02, eta: 4 days, 19:59:42, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2932, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.2325, loss: 3.5257, grad_norm: 6.8209 2021-07-05 03:54:41,545 - mmaction - INFO - Epoch [47][2660/3757] lr: 1.000e-02, eta: 4 days, 19:59:20, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3457, top1_acc: 0.4852, top5_acc: 0.7273, loss_cls: 2.2903, loss: 3.6359, grad_norm: 6.8660 2021-07-05 03:55:03,992 - mmaction - INFO - Epoch [47][2680/3757] lr: 1.000e-02, eta: 4 days, 19:59:01, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 1.2325, top1_acc: 0.5156, top5_acc: 0.7359, loss_cls: 2.1060, loss: 3.3385, grad_norm: 6.6065 2021-07-05 03:55:25,031 - mmaction - INFO - Epoch [47][2700/3757] lr: 1.000e-02, eta: 4 days, 19:58:38, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3084, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.2284, loss: 3.5368, grad_norm: 6.8518 2021-07-05 03:55:46,215 - mmaction - INFO - Epoch [47][2720/3757] lr: 1.000e-02, eta: 4 days, 19:58:16, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2239, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.0824, loss: 3.3063, grad_norm: 6.6219 2021-07-05 03:56:08,271 - mmaction - INFO - Epoch [47][2740/3757] lr: 1.000e-02, eta: 4 days, 19:57:56, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.3029, top1_acc: 0.4797, top5_acc: 0.7195, loss_cls: 2.2608, loss: 3.5636, grad_norm: 6.7973 2021-07-05 03:56:29,434 - mmaction - INFO - Epoch [47][2760/3757] lr: 1.000e-02, eta: 4 days, 19:57:33, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2418, top1_acc: 0.5156, top5_acc: 0.7508, loss_cls: 2.0831, loss: 3.3249, grad_norm: 6.6883 2021-07-05 03:56:51,397 - mmaction - INFO - Epoch [47][2780/3757] lr: 1.000e-02, eta: 4 days, 19:57:13, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 1.3070, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.2114, loss: 3.5184, grad_norm: 6.7610 2021-07-05 03:57:12,755 - mmaction - INFO - Epoch [47][2800/3757] lr: 1.000e-02, eta: 4 days, 19:56:51, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2957, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2001, loss: 3.4958, grad_norm: 6.8488 2021-07-05 03:57:33,886 - mmaction - INFO - Epoch [47][2820/3757] lr: 1.000e-02, eta: 4 days, 19:56:29, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2531, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.1009, loss: 3.3540, grad_norm: 6.6883 2021-07-05 03:57:55,984 - mmaction - INFO - Epoch [47][2840/3757] lr: 1.000e-02, eta: 4 days, 19:56:08, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2899, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.2194, loss: 3.5093, grad_norm: 6.7840 2021-07-05 03:58:17,039 - mmaction - INFO - Epoch [47][2860/3757] lr: 1.000e-02, eta: 4 days, 19:55:46, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3168, top1_acc: 0.4914, top5_acc: 0.7141, loss_cls: 2.2740, loss: 3.5907, grad_norm: 6.7997 2021-07-05 03:58:38,132 - mmaction - INFO - Epoch [47][2880/3757] lr: 1.000e-02, eta: 4 days, 19:55:23, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2781, top1_acc: 0.4953, top5_acc: 0.7305, loss_cls: 2.2238, loss: 3.5019, grad_norm: 6.9868 2021-07-05 03:58:59,875 - mmaction - INFO - Epoch [47][2900/3757] lr: 1.000e-02, eta: 4 days, 19:55:02, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.3046, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2533, loss: 3.5579, grad_norm: 6.8033 2021-07-05 03:59:21,272 - mmaction - INFO - Epoch [47][2920/3757] lr: 1.000e-02, eta: 4 days, 19:54:40, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2790, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.1837, loss: 3.4627, grad_norm: 6.6716 2021-07-05 03:59:43,372 - mmaction - INFO - Epoch [47][2940/3757] lr: 1.000e-02, eta: 4 days, 19:54:20, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 1.3018, top1_acc: 0.4758, top5_acc: 0.7227, loss_cls: 2.2364, loss: 3.5382, grad_norm: 6.7839 2021-07-05 04:00:05,985 - mmaction - INFO - Epoch [47][2960/3757] lr: 1.000e-02, eta: 4 days, 19:54:01, time: 1.133, data_time: 0.004, memory: 6921, loss_aux: 1.2519, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1296, loss: 3.3816, grad_norm: 6.6010 2021-07-05 04:00:27,047 - mmaction - INFO - Epoch [47][2980/3757] lr: 1.000e-02, eta: 4 days, 19:53:39, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3491, top1_acc: 0.4734, top5_acc: 0.7188, loss_cls: 2.2975, loss: 3.6466, grad_norm: 6.7852 2021-07-05 04:00:48,285 - mmaction - INFO - Epoch [47][3000/3757] lr: 1.000e-02, eta: 4 days, 19:53:16, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3068, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.1986, loss: 3.5054, grad_norm: 6.4731 2021-07-05 04:01:10,191 - mmaction - INFO - Epoch [47][3020/3757] lr: 1.000e-02, eta: 4 days, 19:52:56, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.2914, top1_acc: 0.5102, top5_acc: 0.7305, loss_cls: 2.2235, loss: 3.5149, grad_norm: 6.6147 2021-07-05 04:01:31,585 - mmaction - INFO - Epoch [47][3040/3757] lr: 1.000e-02, eta: 4 days, 19:52:34, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2569, top1_acc: 0.5164, top5_acc: 0.7320, loss_cls: 2.1173, loss: 3.3742, grad_norm: 6.6196 2021-07-05 04:01:52,950 - mmaction - INFO - Epoch [47][3060/3757] lr: 1.000e-02, eta: 4 days, 19:52:12, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.2527, top1_acc: 0.5195, top5_acc: 0.7414, loss_cls: 2.1192, loss: 3.3719, grad_norm: 6.5711 2021-07-05 04:02:13,928 - mmaction - INFO - Epoch [47][3080/3757] lr: 1.000e-02, eta: 4 days, 19:51:49, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2942, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.2040, loss: 3.4982, grad_norm: 6.7644 2021-07-05 04:02:35,340 - mmaction - INFO - Epoch [47][3100/3757] lr: 1.000e-02, eta: 4 days, 19:51:28, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.2786, top1_acc: 0.4898, top5_acc: 0.7242, loss_cls: 2.2146, loss: 3.4931, grad_norm: 6.6845 2021-07-05 04:02:57,188 - mmaction - INFO - Epoch [47][3120/3757] lr: 1.000e-02, eta: 4 days, 19:51:07, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2975, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.2482, loss: 3.5457, grad_norm: 6.7501 2021-07-05 04:03:19,500 - mmaction - INFO - Epoch [47][3140/3757] lr: 1.000e-02, eta: 4 days, 19:50:47, time: 1.117, data_time: 0.005, memory: 6921, loss_aux: 1.2906, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.1762, loss: 3.4668, grad_norm: 6.7705 2021-07-05 04:03:40,484 - mmaction - INFO - Epoch [47][3160/3757] lr: 1.000e-02, eta: 4 days, 19:50:24, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2847, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.2000, loss: 3.4847, grad_norm: 6.8698 2021-07-05 04:04:01,644 - mmaction - INFO - Epoch [47][3180/3757] lr: 1.000e-02, eta: 4 days, 19:50:02, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2985, top1_acc: 0.5055, top5_acc: 0.7250, loss_cls: 2.2219, loss: 3.5204, grad_norm: 6.5991 2021-07-05 04:04:24,512 - mmaction - INFO - Epoch [47][3200/3757] lr: 1.000e-02, eta: 4 days, 19:49:43, time: 1.142, data_time: 0.002, memory: 6921, loss_aux: 1.3223, top1_acc: 0.4883, top5_acc: 0.7172, loss_cls: 2.3168, loss: 3.6391, grad_norm: 6.6362 2021-07-05 04:04:45,870 - mmaction - INFO - Epoch [47][3220/3757] lr: 1.000e-02, eta: 4 days, 19:49:22, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2988, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.2163, loss: 3.5151, grad_norm: 6.7048 2021-07-05 04:05:07,142 - mmaction - INFO - Epoch [47][3240/3757] lr: 1.000e-02, eta: 4 days, 19:49:00, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2519, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1096, loss: 3.3616, grad_norm: 6.5515 2021-07-05 04:05:28,496 - mmaction - INFO - Epoch [47][3260/3757] lr: 1.000e-02, eta: 4 days, 19:48:38, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.2991, top1_acc: 0.5039, top5_acc: 0.7234, loss_cls: 2.1661, loss: 3.4652, grad_norm: 6.8276 2021-07-05 04:05:50,090 - mmaction - INFO - Epoch [47][3280/3757] lr: 1.000e-02, eta: 4 days, 19:48:16, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2992, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2160, loss: 3.5152, grad_norm: 6.8599 2021-07-05 04:06:11,414 - mmaction - INFO - Epoch [47][3300/3757] lr: 1.000e-02, eta: 4 days, 19:47:54, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2719, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1899, loss: 3.4618, grad_norm: 6.7413 2021-07-05 04:06:33,288 - mmaction - INFO - Epoch [47][3320/3757] lr: 1.000e-02, eta: 4 days, 19:47:34, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.3009, top1_acc: 0.4961, top5_acc: 0.7344, loss_cls: 2.2139, loss: 3.5148, grad_norm: 6.6722 2021-07-05 04:06:55,012 - mmaction - INFO - Epoch [47][3340/3757] lr: 1.000e-02, eta: 4 days, 19:47:13, time: 1.087, data_time: 0.006, memory: 6921, loss_aux: 1.3258, top1_acc: 0.4906, top5_acc: 0.7258, loss_cls: 2.2695, loss: 3.5953, grad_norm: 6.9859 2021-07-05 04:07:16,304 - mmaction - INFO - Epoch [47][3360/3757] lr: 1.000e-02, eta: 4 days, 19:46:50, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2944, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2198, loss: 3.5142, grad_norm: 6.9284 2021-07-05 04:07:37,690 - mmaction - INFO - Epoch [47][3380/3757] lr: 1.000e-02, eta: 4 days, 19:46:29, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2984, top1_acc: 0.4961, top5_acc: 0.7242, loss_cls: 2.2358, loss: 3.5341, grad_norm: 6.7304 2021-07-05 04:08:00,047 - mmaction - INFO - Epoch [47][3400/3757] lr: 1.000e-02, eta: 4 days, 19:46:09, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 1.2491, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1397, loss: 3.3888, grad_norm: 6.6477 2021-07-05 04:08:21,030 - mmaction - INFO - Epoch [47][3420/3757] lr: 1.000e-02, eta: 4 days, 19:45:46, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3119, top1_acc: 0.4930, top5_acc: 0.7141, loss_cls: 2.3173, loss: 3.6291, grad_norm: 6.7688 2021-07-05 04:08:42,127 - mmaction - INFO - Epoch [47][3440/3757] lr: 1.000e-02, eta: 4 days, 19:45:24, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2547, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1430, loss: 3.3977, grad_norm: 6.5470 2021-07-05 04:09:04,586 - mmaction - INFO - Epoch [47][3460/3757] lr: 1.000e-02, eta: 4 days, 19:45:04, time: 1.125, data_time: 0.004, memory: 6921, loss_aux: 1.3134, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2911, loss: 3.6045, grad_norm: 6.8239 2021-07-05 04:09:25,748 - mmaction - INFO - Epoch [47][3480/3757] lr: 1.000e-02, eta: 4 days, 19:44:42, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.1072, loss: 3.3667, grad_norm: 6.6300 2021-07-05 04:09:46,968 - mmaction - INFO - Epoch [47][3500/3757] lr: 1.000e-02, eta: 4 days, 19:44:20, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3443, top1_acc: 0.4977, top5_acc: 0.7055, loss_cls: 2.3024, loss: 3.6467, grad_norm: 6.6364 2021-07-05 04:10:09,075 - mmaction - INFO - Epoch [47][3520/3757] lr: 1.000e-02, eta: 4 days, 19:44:00, time: 1.104, data_time: 0.066, memory: 6921, loss_aux: 1.2772, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.2155, loss: 3.4928, grad_norm: 6.7121 2021-07-05 04:10:30,445 - mmaction - INFO - Epoch [47][3540/3757] lr: 1.000e-02, eta: 4 days, 19:43:38, time: 1.069, data_time: 0.010, memory: 6921, loss_aux: 1.2979, top1_acc: 0.5070, top5_acc: 0.7203, loss_cls: 2.2015, loss: 3.4993, grad_norm: 6.6836 2021-07-05 04:10:51,679 - mmaction - INFO - Epoch [47][3560/3757] lr: 1.000e-02, eta: 4 days, 19:43:16, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2903, top1_acc: 0.5180, top5_acc: 0.7242, loss_cls: 2.1709, loss: 3.4612, grad_norm: 6.4919 2021-07-05 04:11:13,052 - mmaction - INFO - Epoch [47][3580/3757] lr: 1.000e-02, eta: 4 days, 19:42:54, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2220, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.0755, loss: 3.2975, grad_norm: 6.5886 2021-07-05 04:11:35,677 - mmaction - INFO - Epoch [47][3600/3757] lr: 1.000e-02, eta: 4 days, 19:42:35, time: 1.131, data_time: 0.012, memory: 6921, loss_aux: 1.3066, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.2990, loss: 3.6055, grad_norm: 6.7857 2021-07-05 04:11:56,815 - mmaction - INFO - Epoch [47][3620/3757] lr: 1.000e-02, eta: 4 days, 19:42:12, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2398, top1_acc: 0.5219, top5_acc: 0.7430, loss_cls: 2.1187, loss: 3.3584, grad_norm: 6.3923 2021-07-05 04:12:18,027 - mmaction - INFO - Epoch [47][3640/3757] lr: 1.000e-02, eta: 4 days, 19:41:50, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2960, top1_acc: 0.4758, top5_acc: 0.7219, loss_cls: 2.2734, loss: 3.5693, grad_norm: 6.7601 2021-07-05 04:12:39,255 - mmaction - INFO - Epoch [47][3660/3757] lr: 1.000e-02, eta: 4 days, 19:41:28, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2943, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.1945, loss: 3.4888, grad_norm: 6.7811 2021-07-05 04:13:00,502 - mmaction - INFO - Epoch [47][3680/3757] lr: 1.000e-02, eta: 4 days, 19:41:06, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2956, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.2211, loss: 3.5167, grad_norm: 6.4861 2021-07-05 04:13:22,950 - mmaction - INFO - Epoch [47][3700/3757] lr: 1.000e-02, eta: 4 days, 19:40:46, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 1.2922, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.2212, loss: 3.5134, grad_norm: 6.6751 2021-07-05 04:13:44,316 - mmaction - INFO - Epoch [47][3720/3757] lr: 1.000e-02, eta: 4 days, 19:40:25, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2536, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1394, loss: 3.3929, grad_norm: 6.6020 2021-07-05 04:14:05,307 - mmaction - INFO - Epoch [47][3740/3757] lr: 1.000e-02, eta: 4 days, 19:40:02, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3460, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.3176, loss: 3.6636, grad_norm: 6.8078 2021-07-05 04:14:24,435 - mmaction - INFO - Saving checkpoint at 47 epochs 2021-07-05 04:15:27,561 - mmaction - INFO - Epoch [48][20/3757] lr: 1.000e-02, eta: 4 days, 19:40:10, time: 3.080, data_time: 2.039, memory: 6921, loss_aux: 1.2211, top1_acc: 0.5297, top5_acc: 0.7422, loss_cls: 2.0677, loss: 3.2888, grad_norm: 6.3992 2021-07-05 04:15:49,865 - mmaction - INFO - Epoch [48][40/3757] lr: 1.000e-02, eta: 4 days, 19:39:50, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.3133, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.1692, loss: 3.4824, grad_norm: 6.6877 2021-07-05 04:16:11,815 - mmaction - INFO - Epoch [48][60/3757] lr: 1.000e-02, eta: 4 days, 19:39:29, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.2793, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1785, loss: 3.4578, grad_norm: 6.6967 2021-07-05 04:16:33,520 - mmaction - INFO - Epoch [48][80/3757] lr: 1.000e-02, eta: 4 days, 19:39:08, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.2783, top1_acc: 0.5180, top5_acc: 0.7352, loss_cls: 2.1303, loss: 3.4086, grad_norm: 6.4869 2021-07-05 04:16:54,695 - mmaction - INFO - Epoch [48][100/3757] lr: 1.000e-02, eta: 4 days, 19:38:46, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2594, top1_acc: 0.5219, top5_acc: 0.7547, loss_cls: 2.1167, loss: 3.3760, grad_norm: 6.7197 2021-07-05 04:17:16,644 - mmaction - INFO - Epoch [48][120/3757] lr: 1.000e-02, eta: 4 days, 19:38:25, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2745, top1_acc: 0.5117, top5_acc: 0.7344, loss_cls: 2.1571, loss: 3.4315, grad_norm: 6.7157 2021-07-05 04:17:38,546 - mmaction - INFO - Epoch [48][140/3757] lr: 1.000e-02, eta: 4 days, 19:38:05, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2936, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2104, loss: 3.5041, grad_norm: 6.5930 2021-07-05 04:17:59,785 - mmaction - INFO - Epoch [48][160/3757] lr: 1.000e-02, eta: 4 days, 19:37:43, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2829, top1_acc: 0.5016, top5_acc: 0.7227, loss_cls: 2.2370, loss: 3.5199, grad_norm: 6.7386 2021-07-05 04:18:21,578 - mmaction - INFO - Epoch [48][180/3757] lr: 1.000e-02, eta: 4 days, 19:37:22, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.2979, top1_acc: 0.4922, top5_acc: 0.7211, loss_cls: 2.2562, loss: 3.5541, grad_norm: 6.8447 2021-07-05 04:18:44,527 - mmaction - INFO - Epoch [48][200/3757] lr: 1.000e-02, eta: 4 days, 19:37:03, time: 1.146, data_time: 0.003, memory: 6921, loss_aux: 1.3046, top1_acc: 0.4859, top5_acc: 0.7086, loss_cls: 2.2740, loss: 3.5785, grad_norm: 6.7290 2021-07-05 04:19:05,649 - mmaction - INFO - Epoch [48][220/3757] lr: 1.000e-02, eta: 4 days, 19:36:41, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2446, top1_acc: 0.5148, top5_acc: 0.7523, loss_cls: 2.1254, loss: 3.3700, grad_norm: 6.7157 2021-07-05 04:19:28,172 - mmaction - INFO - Epoch [48][240/3757] lr: 1.000e-02, eta: 4 days, 19:36:22, time: 1.128, data_time: 0.071, memory: 6921, loss_aux: 1.2267, top1_acc: 0.5297, top5_acc: 0.7492, loss_cls: 2.0588, loss: 3.2855, grad_norm: 6.5938 2021-07-05 04:19:50,024 - mmaction - INFO - Epoch [48][260/3757] lr: 1.000e-02, eta: 4 days, 19:36:01, time: 1.092, data_time: 0.060, memory: 6921, loss_aux: 1.3214, top1_acc: 0.4820, top5_acc: 0.7086, loss_cls: 2.2936, loss: 3.6150, grad_norm: 6.8248 2021-07-05 04:20:11,030 - mmaction - INFO - Epoch [48][280/3757] lr: 1.000e-02, eta: 4 days, 19:35:38, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5234, top5_acc: 0.7469, loss_cls: 2.1120, loss: 3.3590, grad_norm: 6.6234 2021-07-05 04:20:33,166 - mmaction - INFO - Epoch [48][300/3757] lr: 1.000e-02, eta: 4 days, 19:35:18, time: 1.105, data_time: 0.042, memory: 6921, loss_aux: 1.2813, top1_acc: 0.4859, top5_acc: 0.7445, loss_cls: 2.1807, loss: 3.4620, grad_norm: 6.7087 2021-07-05 04:20:55,319 - mmaction - INFO - Epoch [48][320/3757] lr: 1.000e-02, eta: 4 days, 19:34:58, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.3151, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.2087, loss: 3.5239, grad_norm: 6.6411 2021-07-05 04:21:17,736 - mmaction - INFO - Epoch [48][340/3757] lr: 1.000e-02, eta: 4 days, 19:34:38, time: 1.121, data_time: 0.004, memory: 6921, loss_aux: 1.1891, top1_acc: 0.5367, top5_acc: 0.7648, loss_cls: 2.0177, loss: 3.2068, grad_norm: 6.5550 2021-07-05 04:21:39,610 - mmaction - INFO - Epoch [48][360/3757] lr: 1.000e-02, eta: 4 days, 19:34:17, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2693, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1810, loss: 3.4502, grad_norm: 6.8127 2021-07-05 04:22:01,455 - mmaction - INFO - Epoch [48][380/3757] lr: 1.000e-02, eta: 4 days, 19:33:57, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 1.2787, top1_acc: 0.5164, top5_acc: 0.7305, loss_cls: 2.1625, loss: 3.4411, grad_norm: 6.6002 2021-07-05 04:22:22,765 - mmaction - INFO - Epoch [48][400/3757] lr: 1.000e-02, eta: 4 days, 19:33:34, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2305, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.1318, loss: 3.3623, grad_norm: 6.6780 2021-07-05 04:22:45,127 - mmaction - INFO - Epoch [48][420/3757] lr: 1.000e-02, eta: 4 days, 19:33:15, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4930, top5_acc: 0.7180, loss_cls: 2.2147, loss: 3.5108, grad_norm: 6.6969 2021-07-05 04:23:06,356 - mmaction - INFO - Epoch [48][440/3757] lr: 1.000e-02, eta: 4 days, 19:32:53, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3038, top1_acc: 0.5039, top5_acc: 0.7445, loss_cls: 2.2169, loss: 3.5207, grad_norm: 6.8167 2021-07-05 04:23:27,582 - mmaction - INFO - Epoch [48][460/3757] lr: 1.000e-02, eta: 4 days, 19:32:30, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3238, top1_acc: 0.5016, top5_acc: 0.7195, loss_cls: 2.2656, loss: 3.5895, grad_norm: 6.7715 2021-07-05 04:23:49,455 - mmaction - INFO - Epoch [48][480/3757] lr: 1.000e-02, eta: 4 days, 19:32:10, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.2862, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2219, loss: 3.5081, grad_norm: 6.5701 2021-07-05 04:24:10,616 - mmaction - INFO - Epoch [48][500/3757] lr: 1.000e-02, eta: 4 days, 19:31:47, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2768, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1404, loss: 3.4172, grad_norm: 6.4650 2021-07-05 04:24:32,278 - mmaction - INFO - Epoch [48][520/3757] lr: 1.000e-02, eta: 4 days, 19:31:26, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.3295, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.2861, loss: 3.6156, grad_norm: 6.7319 2021-07-05 04:24:55,353 - mmaction - INFO - Epoch [48][540/3757] lr: 1.000e-02, eta: 4 days, 19:31:08, time: 1.154, data_time: 0.009, memory: 6921, loss_aux: 1.2749, top1_acc: 0.5016, top5_acc: 0.7219, loss_cls: 2.2327, loss: 3.5077, grad_norm: 6.4543 2021-07-05 04:25:17,766 - mmaction - INFO - Epoch [48][560/3757] lr: 1.000e-02, eta: 4 days, 19:30:49, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 1.2282, top1_acc: 0.5234, top5_acc: 0.7492, loss_cls: 2.0736, loss: 3.3017, grad_norm: 6.4512 2021-07-05 04:25:38,688 - mmaction - INFO - Epoch [48][580/3757] lr: 1.000e-02, eta: 4 days, 19:30:26, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2686, top1_acc: 0.4930, top5_acc: 0.7484, loss_cls: 2.1547, loss: 3.4234, grad_norm: 6.8670 2021-07-05 04:25:59,885 - mmaction - INFO - Epoch [48][600/3757] lr: 1.000e-02, eta: 4 days, 19:30:03, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2789, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1377, loss: 3.4166, grad_norm: 6.5914 2021-07-05 04:26:22,433 - mmaction - INFO - Epoch [48][620/3757] lr: 1.000e-02, eta: 4 days, 19:29:44, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 1.2646, top1_acc: 0.5047, top5_acc: 0.7328, loss_cls: 2.1793, loss: 3.4439, grad_norm: 6.6342 2021-07-05 04:26:44,607 - mmaction - INFO - Epoch [48][640/3757] lr: 1.000e-02, eta: 4 days, 19:29:24, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.2980, top1_acc: 0.4984, top5_acc: 0.7570, loss_cls: 2.1559, loss: 3.4539, grad_norm: 6.8212 2021-07-05 04:27:07,167 - mmaction - INFO - Epoch [48][660/3757] lr: 1.000e-02, eta: 4 days, 19:29:05, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5102, top5_acc: 0.7336, loss_cls: 2.1620, loss: 3.4373, grad_norm: 6.7365 2021-07-05 04:27:29,428 - mmaction - INFO - Epoch [48][680/3757] lr: 1.000e-02, eta: 4 days, 19:28:45, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.2709, top1_acc: 0.5078, top5_acc: 0.7250, loss_cls: 2.1748, loss: 3.4457, grad_norm: 6.6492 2021-07-05 04:27:50,248 - mmaction - INFO - Epoch [48][700/3757] lr: 1.000e-02, eta: 4 days, 19:28:22, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.2712, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1887, loss: 3.4600, grad_norm: 6.6438 2021-07-05 04:28:11,794 - mmaction - INFO - Epoch [48][720/3757] lr: 1.000e-02, eta: 4 days, 19:28:00, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.2055, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 2.0377, loss: 3.2432, grad_norm: 6.7099 2021-07-05 04:28:34,832 - mmaction - INFO - Epoch [48][740/3757] lr: 1.000e-02, eta: 4 days, 19:27:42, time: 1.150, data_time: 0.001, memory: 6921, loss_aux: 1.2579, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1283, loss: 3.3861, grad_norm: 6.7632 2021-07-05 04:28:56,343 - mmaction - INFO - Epoch [48][760/3757] lr: 1.000e-02, eta: 4 days, 19:27:21, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2804, top1_acc: 0.4883, top5_acc: 0.7414, loss_cls: 2.1900, loss: 3.4705, grad_norm: 6.7923 2021-07-05 04:29:18,327 - mmaction - INFO - Epoch [48][780/3757] lr: 1.000e-02, eta: 4 days, 19:27:00, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2433, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.1115, loss: 3.3548, grad_norm: 6.8700 2021-07-05 04:29:40,356 - mmaction - INFO - Epoch [48][800/3757] lr: 1.000e-02, eta: 4 days, 19:26:40, time: 1.102, data_time: 0.014, memory: 6921, loss_aux: 1.3265, top1_acc: 0.4828, top5_acc: 0.7273, loss_cls: 2.2631, loss: 3.5896, grad_norm: 6.8881 2021-07-05 04:30:01,617 - mmaction - INFO - Epoch [48][820/3757] lr: 1.000e-02, eta: 4 days, 19:26:17, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2719, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.1653, loss: 3.4372, grad_norm: 6.7624 2021-07-05 04:30:24,926 - mmaction - INFO - Epoch [48][840/3757] lr: 1.000e-02, eta: 4 days, 19:26:00, time: 1.166, data_time: 0.004, memory: 6921, loss_aux: 1.2740, top1_acc: 0.5078, top5_acc: 0.7258, loss_cls: 2.1571, loss: 3.4311, grad_norm: 6.6941 2021-07-05 04:30:46,181 - mmaction - INFO - Epoch [48][860/3757] lr: 1.000e-02, eta: 4 days, 19:25:38, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2794, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1683, loss: 3.4477, grad_norm: 6.7323 2021-07-05 04:31:07,334 - mmaction - INFO - Epoch [48][880/3757] lr: 1.000e-02, eta: 4 days, 19:25:15, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2899, top1_acc: 0.4797, top5_acc: 0.7172, loss_cls: 2.2420, loss: 3.5319, grad_norm: 6.5813 2021-07-05 04:31:29,316 - mmaction - INFO - Epoch [48][900/3757] lr: 1.000e-02, eta: 4 days, 19:24:55, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.3153, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.3221, loss: 3.6374, grad_norm: 6.8448 2021-07-05 04:31:51,937 - mmaction - INFO - Epoch [48][920/3757] lr: 1.000e-02, eta: 4 days, 19:24:36, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 1.2540, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.1101, loss: 3.3641, grad_norm: 6.7634 2021-07-05 04:32:13,180 - mmaction - INFO - Epoch [48][940/3757] lr: 1.000e-02, eta: 4 days, 19:24:14, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2926, top1_acc: 0.5047, top5_acc: 0.7273, loss_cls: 2.1700, loss: 3.4626, grad_norm: 6.6101 2021-07-05 04:32:34,933 - mmaction - INFO - Epoch [48][960/3757] lr: 1.000e-02, eta: 4 days, 19:23:53, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2864, top1_acc: 0.5023, top5_acc: 0.7281, loss_cls: 2.2033, loss: 3.4898, grad_norm: 6.6928 2021-07-05 04:32:56,515 - mmaction - INFO - Epoch [48][980/3757] lr: 1.000e-02, eta: 4 days, 19:23:31, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2389, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.0999, loss: 3.3388, grad_norm: 6.6422 2021-07-05 04:33:18,335 - mmaction - INFO - Epoch [48][1000/3757] lr: 1.000e-02, eta: 4 days, 19:23:10, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.2493, top1_acc: 0.5141, top5_acc: 0.7289, loss_cls: 2.1791, loss: 3.4284, grad_norm: 6.5782 2021-07-05 04:33:40,845 - mmaction - INFO - Epoch [48][1020/3757] lr: 1.000e-02, eta: 4 days, 19:22:51, time: 1.127, data_time: 0.004, memory: 6921, loss_aux: 1.2806, top1_acc: 0.5031, top5_acc: 0.7297, loss_cls: 2.1906, loss: 3.4712, grad_norm: 6.5654 2021-07-05 04:34:02,542 - mmaction - INFO - Epoch [48][1040/3757] lr: 1.000e-02, eta: 4 days, 19:22:30, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.2702, top1_acc: 0.5062, top5_acc: 0.7273, loss_cls: 2.1728, loss: 3.4430, grad_norm: 6.7815 2021-07-05 04:34:24,270 - mmaction - INFO - Epoch [48][1060/3757] lr: 1.000e-02, eta: 4 days, 19:22:09, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2360, top1_acc: 0.5437, top5_acc: 0.7516, loss_cls: 2.0642, loss: 3.3002, grad_norm: 6.4837 2021-07-05 04:34:46,515 - mmaction - INFO - Epoch [48][1080/3757] lr: 1.000e-02, eta: 4 days, 19:21:49, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.2528, top1_acc: 0.5172, top5_acc: 0.7219, loss_cls: 2.1536, loss: 3.4063, grad_norm: 6.6546 2021-07-05 04:35:08,762 - mmaction - INFO - Epoch [48][1100/3757] lr: 1.000e-02, eta: 4 days, 19:21:29, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.2968, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.1917, loss: 3.4885, grad_norm: 6.8375 2021-07-05 04:35:30,862 - mmaction - INFO - Epoch [48][1120/3757] lr: 1.000e-02, eta: 4 days, 19:21:08, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.2892, top1_acc: 0.5164, top5_acc: 0.7430, loss_cls: 2.1257, loss: 3.4149, grad_norm: 6.6892 2021-07-05 04:35:52,111 - mmaction - INFO - Epoch [48][1140/3757] lr: 1.000e-02, eta: 4 days, 19:20:46, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3084, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.2226, loss: 3.5310, grad_norm: 6.7216 2021-07-05 04:36:14,448 - mmaction - INFO - Epoch [48][1160/3757] lr: 1.000e-02, eta: 4 days, 19:20:27, time: 1.117, data_time: 0.064, memory: 6921, loss_aux: 1.2491, top1_acc: 0.5141, top5_acc: 0.7336, loss_cls: 2.1265, loss: 3.3756, grad_norm: 6.7440 2021-07-05 04:36:36,812 - mmaction - INFO - Epoch [48][1180/3757] lr: 1.000e-02, eta: 4 days, 19:20:07, time: 1.119, data_time: 0.027, memory: 6921, loss_aux: 1.2581, top1_acc: 0.5117, top5_acc: 0.7359, loss_cls: 2.1551, loss: 3.4132, grad_norm: 6.7640 2021-07-05 04:36:58,440 - mmaction - INFO - Epoch [48][1200/3757] lr: 1.000e-02, eta: 4 days, 19:19:46, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2415, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1571, loss: 3.3985, grad_norm: 6.7511 2021-07-05 04:37:19,698 - mmaction - INFO - Epoch [48][1220/3757] lr: 1.000e-02, eta: 4 days, 19:19:23, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2507, top1_acc: 0.5086, top5_acc: 0.7266, loss_cls: 2.1723, loss: 3.4230, grad_norm: 6.6326 2021-07-05 04:37:41,203 - mmaction - INFO - Epoch [48][1240/3757] lr: 1.000e-02, eta: 4 days, 19:19:02, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2240, top1_acc: 0.5305, top5_acc: 0.7617, loss_cls: 2.0535, loss: 3.2775, grad_norm: 6.5639 2021-07-05 04:38:04,090 - mmaction - INFO - Epoch [48][1260/3757] lr: 1.000e-02, eta: 4 days, 19:18:43, time: 1.144, data_time: 0.003, memory: 6921, loss_aux: 1.2968, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1835, loss: 3.4804, grad_norm: 6.6795 2021-07-05 04:38:25,470 - mmaction - INFO - Epoch [48][1280/3757] lr: 1.000e-02, eta: 4 days, 19:18:21, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2411, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1249, loss: 3.3660, grad_norm: 6.7492 2021-07-05 04:38:47,559 - mmaction - INFO - Epoch [48][1300/3757] lr: 1.000e-02, eta: 4 days, 19:18:01, time: 1.106, data_time: 0.005, memory: 6921, loss_aux: 1.3608, top1_acc: 0.4617, top5_acc: 0.7055, loss_cls: 2.3477, loss: 3.7085, grad_norm: 6.8761 2021-07-05 04:39:09,613 - mmaction - INFO - Epoch [48][1320/3757] lr: 1.000e-02, eta: 4 days, 19:17:41, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2411, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1575, loss: 3.3986, grad_norm: 6.6111 2021-07-05 04:39:32,139 - mmaction - INFO - Epoch [48][1340/3757] lr: 1.000e-02, eta: 4 days, 19:17:21, time: 1.125, data_time: 0.003, memory: 6921, loss_aux: 1.2728, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.2315, loss: 3.5043, grad_norm: 6.6062 2021-07-05 04:39:54,094 - mmaction - INFO - Epoch [48][1360/3757] lr: 1.000e-02, eta: 4 days, 19:17:01, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.3521, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2948, loss: 3.6468, grad_norm: 6.8538 2021-07-05 04:40:15,700 - mmaction - INFO - Epoch [48][1380/3757] lr: 1.000e-02, eta: 4 days, 19:16:40, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.2845, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1931, loss: 3.4776, grad_norm: 6.8106 2021-07-05 04:40:37,445 - mmaction - INFO - Epoch [48][1400/3757] lr: 1.000e-02, eta: 4 days, 19:16:18, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2933, top1_acc: 0.4992, top5_acc: 0.7117, loss_cls: 2.2335, loss: 3.5268, grad_norm: 6.6545 2021-07-05 04:40:59,876 - mmaction - INFO - Epoch [48][1420/3757] lr: 1.000e-02, eta: 4 days, 19:15:59, time: 1.122, data_time: 0.066, memory: 6921, loss_aux: 1.3137, top1_acc: 0.4938, top5_acc: 0.7281, loss_cls: 2.2598, loss: 3.5735, grad_norm: 6.8993 2021-07-05 04:41:22,662 - mmaction - INFO - Epoch [48][1440/3757] lr: 1.000e-02, eta: 4 days, 19:15:40, time: 1.141, data_time: 0.005, memory: 6921, loss_aux: 1.2815, top1_acc: 0.5062, top5_acc: 0.7273, loss_cls: 2.2029, loss: 3.4844, grad_norm: 6.5956 2021-07-05 04:41:44,098 - mmaction - INFO - Epoch [48][1460/3757] lr: 1.000e-02, eta: 4 days, 19:15:18, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3123, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.2508, loss: 3.5630, grad_norm: 6.7067 2021-07-05 04:42:06,351 - mmaction - INFO - Epoch [48][1480/3757] lr: 1.000e-02, eta: 4 days, 19:14:58, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2915, top1_acc: 0.4828, top5_acc: 0.7297, loss_cls: 2.1983, loss: 3.4898, grad_norm: 6.6177 2021-07-05 04:42:28,303 - mmaction - INFO - Epoch [48][1500/3757] lr: 1.000e-02, eta: 4 days, 19:14:38, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.2982, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2116, loss: 3.5097, grad_norm: 6.6225 2021-07-05 04:42:50,905 - mmaction - INFO - Epoch [48][1520/3757] lr: 1.000e-02, eta: 4 days, 19:14:19, time: 1.129, data_time: 0.002, memory: 6921, loss_aux: 1.2942, top1_acc: 0.4898, top5_acc: 0.7430, loss_cls: 2.2356, loss: 3.5298, grad_norm: 6.6267 2021-07-05 04:43:12,287 - mmaction - INFO - Epoch [48][1540/3757] lr: 1.000e-02, eta: 4 days, 19:13:57, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2550, top1_acc: 0.5133, top5_acc: 0.7367, loss_cls: 2.1479, loss: 3.4028, grad_norm: 6.6512 2021-07-05 04:43:33,669 - mmaction - INFO - Epoch [48][1560/3757] lr: 1.000e-02, eta: 4 days, 19:13:35, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2661, top1_acc: 0.5203, top5_acc: 0.7352, loss_cls: 2.1285, loss: 3.3946, grad_norm: 6.8309 2021-07-05 04:43:55,535 - mmaction - INFO - Epoch [48][1580/3757] lr: 1.000e-02, eta: 4 days, 19:13:14, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.2768, top1_acc: 0.5172, top5_acc: 0.7281, loss_cls: 2.1599, loss: 3.4367, grad_norm: 6.6757 2021-07-05 04:44:18,828 - mmaction - INFO - Epoch [48][1600/3757] lr: 1.000e-02, eta: 4 days, 19:12:57, time: 1.165, data_time: 0.002, memory: 6921, loss_aux: 1.2859, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1614, loss: 3.4473, grad_norm: 6.4946 2021-07-05 04:44:41,543 - mmaction - INFO - Epoch [48][1620/3757] lr: 1.000e-02, eta: 4 days, 19:12:38, time: 1.135, data_time: 0.002, memory: 6921, loss_aux: 1.3041, top1_acc: 0.5180, top5_acc: 0.7383, loss_cls: 2.1951, loss: 3.4992, grad_norm: 6.7515 2021-07-05 04:45:02,745 - mmaction - INFO - Epoch [48][1640/3757] lr: 1.000e-02, eta: 4 days, 19:12:15, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.3285, top1_acc: 0.5117, top5_acc: 0.7273, loss_cls: 2.2524, loss: 3.5810, grad_norm: 6.7889 2021-07-05 04:45:24,354 - mmaction - INFO - Epoch [48][1660/3757] lr: 1.000e-02, eta: 4 days, 19:11:54, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.2603, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1433, loss: 3.4035, grad_norm: 6.5827 2021-07-05 04:45:45,559 - mmaction - INFO - Epoch [48][1680/3757] lr: 1.000e-02, eta: 4 days, 19:11:32, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5172, top5_acc: 0.7297, loss_cls: 2.1811, loss: 3.4404, grad_norm: 6.6993 2021-07-05 04:46:07,356 - mmaction - INFO - Epoch [48][1700/3757] lr: 1.000e-02, eta: 4 days, 19:11:11, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2907, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1871, loss: 3.4778, grad_norm: 6.8448 2021-07-05 04:46:28,882 - mmaction - INFO - Epoch [48][1720/3757] lr: 1.000e-02, eta: 4 days, 19:10:49, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2684, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1679, loss: 3.4363, grad_norm: 6.6474 2021-07-05 04:46:51,547 - mmaction - INFO - Epoch [48][1740/3757] lr: 1.000e-02, eta: 4 days, 19:10:30, time: 1.133, data_time: 0.002, memory: 6921, loss_aux: 1.2579, top1_acc: 0.5125, top5_acc: 0.7305, loss_cls: 2.1260, loss: 3.3839, grad_norm: 6.6323 2021-07-05 04:47:14,681 - mmaction - INFO - Epoch [48][1760/3757] lr: 1.000e-02, eta: 4 days, 19:10:12, time: 1.158, data_time: 0.004, memory: 6921, loss_aux: 1.2564, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1560, loss: 3.4123, grad_norm: 6.7204 2021-07-05 04:47:36,502 - mmaction - INFO - Epoch [48][1780/3757] lr: 1.000e-02, eta: 4 days, 19:09:51, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.3120, top1_acc: 0.4922, top5_acc: 0.7219, loss_cls: 2.2603, loss: 3.5723, grad_norm: 6.8215 2021-07-05 04:47:57,449 - mmaction - INFO - Epoch [48][1800/3757] lr: 1.000e-02, eta: 4 days, 19:09:28, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2970, top1_acc: 0.5062, top5_acc: 0.7242, loss_cls: 2.2122, loss: 3.5092, grad_norm: 6.7893 2021-07-05 04:48:20,027 - mmaction - INFO - Epoch [48][1820/3757] lr: 1.000e-02, eta: 4 days, 19:09:09, time: 1.130, data_time: 0.002, memory: 6921, loss_aux: 1.2829, top1_acc: 0.5047, top5_acc: 0.7273, loss_cls: 2.1946, loss: 3.4776, grad_norm: 6.8114 2021-07-05 04:48:41,439 - mmaction - INFO - Epoch [48][1840/3757] lr: 1.000e-02, eta: 4 days, 19:08:47, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.3184, top1_acc: 0.4953, top5_acc: 0.7164, loss_cls: 2.3098, loss: 3.6282, grad_norm: 6.6719 2021-07-05 04:49:02,900 - mmaction - INFO - Epoch [48][1860/3757] lr: 1.000e-02, eta: 4 days, 19:08:26, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.2268, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.0858, loss: 3.3125, grad_norm: 6.5465 2021-07-05 04:49:25,142 - mmaction - INFO - Epoch [48][1880/3757] lr: 1.000e-02, eta: 4 days, 19:08:06, time: 1.110, data_time: 0.001, memory: 6921, loss_aux: 1.2540, top1_acc: 0.5102, top5_acc: 0.7414, loss_cls: 2.1123, loss: 3.3663, grad_norm: 6.5460 2021-07-05 04:49:47,501 - mmaction - INFO - Epoch [48][1900/3757] lr: 1.000e-02, eta: 4 days, 19:07:46, time: 1.118, data_time: 0.006, memory: 6921, loss_aux: 1.2936, top1_acc: 0.4922, top5_acc: 0.7234, loss_cls: 2.2353, loss: 3.5289, grad_norm: 6.8899 2021-07-05 04:50:08,756 - mmaction - INFO - Epoch [48][1920/3757] lr: 1.000e-02, eta: 4 days, 19:07:24, time: 1.063, data_time: 0.007, memory: 6921, loss_aux: 1.3562, top1_acc: 0.4828, top5_acc: 0.7039, loss_cls: 2.3207, loss: 3.6769, grad_norm: 7.0786 2021-07-05 04:50:30,773 - mmaction - INFO - Epoch [48][1940/3757] lr: 1.000e-02, eta: 4 days, 19:07:04, time: 1.103, data_time: 0.017, memory: 6921, loss_aux: 1.2309, top1_acc: 0.5414, top5_acc: 0.7547, loss_cls: 2.0573, loss: 3.2882, grad_norm: 6.5852 2021-07-05 04:50:52,903 - mmaction - INFO - Epoch [48][1960/3757] lr: 1.000e-02, eta: 4 days, 19:06:43, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2955, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2615, loss: 3.5570, grad_norm: 6.6311 2021-07-05 04:51:14,191 - mmaction - INFO - Epoch [48][1980/3757] lr: 1.000e-02, eta: 4 days, 19:06:21, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2982, top1_acc: 0.5000, top5_acc: 0.7211, loss_cls: 2.2468, loss: 3.5449, grad_norm: 6.6821 2021-07-05 04:51:36,539 - mmaction - INFO - Epoch [48][2000/3757] lr: 1.000e-02, eta: 4 days, 19:06:01, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 1.2757, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.1793, loss: 3.4550, grad_norm: 6.8779 2021-07-05 04:51:57,833 - mmaction - INFO - Epoch [48][2020/3757] lr: 1.000e-02, eta: 4 days, 19:05:39, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3155, top1_acc: 0.4805, top5_acc: 0.7203, loss_cls: 2.2446, loss: 3.5601, grad_norm: 6.8385 2021-07-05 04:52:20,466 - mmaction - INFO - Epoch [48][2040/3757] lr: 1.000e-02, eta: 4 days, 19:05:20, time: 1.130, data_time: 0.002, memory: 6921, loss_aux: 1.2424, top1_acc: 0.5086, top5_acc: 0.7594, loss_cls: 2.1061, loss: 3.3484, grad_norm: 6.6458 2021-07-05 04:52:42,136 - mmaction - INFO - Epoch [48][2060/3757] lr: 1.000e-02, eta: 4 days, 19:04:59, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2960, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.1981, loss: 3.4941, grad_norm: 6.9278 2021-07-05 04:53:04,513 - mmaction - INFO - Epoch [48][2080/3757] lr: 1.000e-02, eta: 4 days, 19:04:39, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 1.2698, top1_acc: 0.5078, top5_acc: 0.7273, loss_cls: 2.1731, loss: 3.4429, grad_norm: 6.7065 2021-07-05 04:53:25,812 - mmaction - INFO - Epoch [48][2100/3757] lr: 1.000e-02, eta: 4 days, 19:04:17, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2955, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.1961, loss: 3.4916, grad_norm: 6.8907 2021-07-05 04:53:47,640 - mmaction - INFO - Epoch [48][2120/3757] lr: 1.000e-02, eta: 4 days, 19:03:56, time: 1.089, data_time: 0.001, memory: 6921, loss_aux: 1.2815, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1819, loss: 3.4634, grad_norm: 6.5792 2021-07-05 04:54:10,460 - mmaction - INFO - Epoch [48][2140/3757] lr: 1.000e-02, eta: 4 days, 19:03:38, time: 1.141, data_time: 0.005, memory: 6921, loss_aux: 1.2873, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.2061, loss: 3.4934, grad_norm: 6.6415 2021-07-05 04:54:31,508 - mmaction - INFO - Epoch [48][2160/3757] lr: 1.000e-02, eta: 4 days, 19:03:15, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1727, loss: 3.4299, grad_norm: 6.6430 2021-07-05 04:54:54,212 - mmaction - INFO - Epoch [48][2180/3757] lr: 1.000e-02, eta: 4 days, 19:02:56, time: 1.135, data_time: 0.004, memory: 6921, loss_aux: 1.2882, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1610, loss: 3.4492, grad_norm: 6.6464 2021-07-05 04:55:16,733 - mmaction - INFO - Epoch [48][2200/3757] lr: 1.000e-02, eta: 4 days, 19:02:37, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 1.3156, top1_acc: 0.5031, top5_acc: 0.7109, loss_cls: 2.2511, loss: 3.5666, grad_norm: 6.8665 2021-07-05 04:55:37,989 - mmaction - INFO - Epoch [48][2220/3757] lr: 1.000e-02, eta: 4 days, 19:02:15, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3090, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.2115, loss: 3.5205, grad_norm: 6.8069 2021-07-05 04:55:59,672 - mmaction - INFO - Epoch [48][2240/3757] lr: 1.000e-02, eta: 4 days, 19:01:53, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.2910, top1_acc: 0.5117, top5_acc: 0.7289, loss_cls: 2.2056, loss: 3.4965, grad_norm: 6.7525 2021-07-05 04:56:21,935 - mmaction - INFO - Epoch [48][2260/3757] lr: 1.000e-02, eta: 4 days, 19:01:33, time: 1.113, data_time: 0.006, memory: 6921, loss_aux: 1.2989, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.2008, loss: 3.4998, grad_norm: 6.8237 2021-07-05 04:56:43,829 - mmaction - INFO - Epoch [48][2280/3757] lr: 1.000e-02, eta: 4 days, 19:01:13, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.2932, top1_acc: 0.4953, top5_acc: 0.7250, loss_cls: 2.2424, loss: 3.5356, grad_norm: 6.8774 2021-07-05 04:57:04,985 - mmaction - INFO - Epoch [48][2300/3757] lr: 1.000e-02, eta: 4 days, 19:00:50, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3232, top1_acc: 0.4813, top5_acc: 0.7195, loss_cls: 2.2357, loss: 3.5589, grad_norm: 6.8997 2021-07-05 04:57:26,878 - mmaction - INFO - Epoch [48][2320/3757] lr: 1.000e-02, eta: 4 days, 19:00:30, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.2822, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.2071, loss: 3.4894, grad_norm: 6.8071 2021-07-05 04:57:49,624 - mmaction - INFO - Epoch [48][2340/3757] lr: 1.000e-02, eta: 4 days, 19:00:11, time: 1.136, data_time: 0.002, memory: 6921, loss_aux: 1.3361, top1_acc: 0.4758, top5_acc: 0.7164, loss_cls: 2.3047, loss: 3.6408, grad_norm: 6.9608 2021-07-05 04:58:11,649 - mmaction - INFO - Epoch [48][2360/3757] lr: 1.000e-02, eta: 4 days, 18:59:50, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2659, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.1566, loss: 3.4225, grad_norm: 6.5944 2021-07-05 04:58:32,929 - mmaction - INFO - Epoch [48][2380/3757] lr: 1.000e-02, eta: 4 days, 18:59:28, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2852, top1_acc: 0.5062, top5_acc: 0.7297, loss_cls: 2.1906, loss: 3.4758, grad_norm: 6.6062 2021-07-05 04:58:55,059 - mmaction - INFO - Epoch [48][2400/3757] lr: 1.000e-02, eta: 4 days, 18:59:08, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.2498, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.1725, loss: 3.4223, grad_norm: 6.5246 2021-07-05 04:59:18,022 - mmaction - INFO - Epoch [48][2420/3757] lr: 1.000e-02, eta: 4 days, 18:58:50, time: 1.146, data_time: 0.002, memory: 6921, loss_aux: 1.3565, top1_acc: 0.4867, top5_acc: 0.7148, loss_cls: 2.2969, loss: 3.6534, grad_norm: 6.6887 2021-07-05 04:59:39,279 - mmaction - INFO - Epoch [48][2440/3757] lr: 1.000e-02, eta: 4 days, 18:58:27, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2686, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.2014, loss: 3.4700, grad_norm: 6.6158 2021-07-05 05:00:01,437 - mmaction - INFO - Epoch [48][2460/3757] lr: 1.000e-02, eta: 4 days, 18:58:07, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.2353, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.1349, loss: 3.3702, grad_norm: 6.5852 2021-07-05 05:00:23,367 - mmaction - INFO - Epoch [48][2480/3757] lr: 1.000e-02, eta: 4 days, 18:57:47, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.2743, top1_acc: 0.4953, top5_acc: 0.7352, loss_cls: 2.2213, loss: 3.4956, grad_norm: 6.6418 2021-07-05 05:00:44,452 - mmaction - INFO - Epoch [48][2500/3757] lr: 1.000e-02, eta: 4 days, 18:57:24, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2613, top1_acc: 0.5172, top5_acc: 0.7258, loss_cls: 2.1446, loss: 3.4058, grad_norm: 6.6288 2021-07-05 05:01:06,532 - mmaction - INFO - Epoch [48][2520/3757] lr: 1.000e-02, eta: 4 days, 18:57:04, time: 1.103, data_time: 0.001, memory: 6921, loss_aux: 1.3348, top1_acc: 0.4609, top5_acc: 0.7148, loss_cls: 2.2819, loss: 3.6167, grad_norm: 6.8438 2021-07-05 05:01:29,703 - mmaction - INFO - Epoch [48][2540/3757] lr: 1.000e-02, eta: 4 days, 18:56:46, time: 1.159, data_time: 0.106, memory: 6921, loss_aux: 1.2826, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1745, loss: 3.4571, grad_norm: 6.7395 2021-07-05 05:01:51,390 - mmaction - INFO - Epoch [48][2560/3757] lr: 1.000e-02, eta: 4 days, 18:56:25, time: 1.084, data_time: 0.054, memory: 6921, loss_aux: 1.2538, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1366, loss: 3.3904, grad_norm: 6.7327 2021-07-05 05:02:12,593 - mmaction - INFO - Epoch [48][2580/3757] lr: 1.000e-02, eta: 4 days, 18:56:02, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2697, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1617, loss: 3.4314, grad_norm: 6.7716 2021-07-05 05:02:34,307 - mmaction - INFO - Epoch [48][2600/3757] lr: 1.000e-02, eta: 4 days, 18:55:41, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.2785, top1_acc: 0.4914, top5_acc: 0.7164, loss_cls: 2.2448, loss: 3.5233, grad_norm: 6.6510 2021-07-05 05:02:56,908 - mmaction - INFO - Epoch [48][2620/3757] lr: 1.000e-02, eta: 4 days, 18:55:22, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 1.2722, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1733, loss: 3.4455, grad_norm: 6.6673 2021-07-05 05:03:17,941 - mmaction - INFO - Epoch [48][2640/3757] lr: 1.000e-02, eta: 4 days, 18:54:59, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2584, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1352, loss: 3.3937, grad_norm: 6.5775 2021-07-05 05:03:40,579 - mmaction - INFO - Epoch [48][2660/3757] lr: 1.000e-02, eta: 4 days, 18:54:40, time: 1.132, data_time: 0.005, memory: 6921, loss_aux: 1.2950, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.1744, loss: 3.4694, grad_norm: 6.6107 2021-07-05 05:04:02,399 - mmaction - INFO - Epoch [48][2680/3757] lr: 1.000e-02, eta: 4 days, 18:54:19, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2722, top1_acc: 0.5109, top5_acc: 0.7289, loss_cls: 2.2141, loss: 3.4863, grad_norm: 6.7425 2021-07-05 05:04:24,366 - mmaction - INFO - Epoch [48][2700/3757] lr: 1.000e-02, eta: 4 days, 18:53:59, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 1.2750, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.1146, loss: 3.3896, grad_norm: 6.6988 2021-07-05 05:04:46,115 - mmaction - INFO - Epoch [48][2720/3757] lr: 1.000e-02, eta: 4 days, 18:53:38, time: 1.088, data_time: 0.006, memory: 6921, loss_aux: 1.3002, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.2015, loss: 3.5018, grad_norm: 6.6548 2021-07-05 05:05:08,644 - mmaction - INFO - Epoch [48][2740/3757] lr: 1.000e-02, eta: 4 days, 18:53:18, time: 1.127, data_time: 0.002, memory: 6921, loss_aux: 1.3296, top1_acc: 0.4789, top5_acc: 0.7297, loss_cls: 2.2560, loss: 3.5856, grad_norm: 6.7690 2021-07-05 05:05:30,021 - mmaction - INFO - Epoch [48][2760/3757] lr: 1.000e-02, eta: 4 days, 18:52:56, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2869, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1443, loss: 3.4312, grad_norm: 6.5641 2021-07-05 05:05:51,547 - mmaction - INFO - Epoch [48][2780/3757] lr: 1.000e-02, eta: 4 days, 18:52:35, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.2605, top1_acc: 0.5180, top5_acc: 0.7367, loss_cls: 2.1167, loss: 3.3772, grad_norm: 6.6179 2021-07-05 05:06:13,201 - mmaction - INFO - Epoch [48][2800/3757] lr: 1.000e-02, eta: 4 days, 18:52:14, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2642, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.2006, loss: 3.4648, grad_norm: 6.8086 2021-07-05 05:06:35,336 - mmaction - INFO - Epoch [48][2820/3757] lr: 1.000e-02, eta: 4 days, 18:51:53, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.2774, top1_acc: 0.4945, top5_acc: 0.7422, loss_cls: 2.1683, loss: 3.4457, grad_norm: 6.5897 2021-07-05 05:06:57,236 - mmaction - INFO - Epoch [48][2840/3757] lr: 1.000e-02, eta: 4 days, 18:51:33, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.3317, top1_acc: 0.4953, top5_acc: 0.7406, loss_cls: 2.2298, loss: 3.5614, grad_norm: 6.6133 2021-07-05 05:07:18,880 - mmaction - INFO - Epoch [48][2860/3757] lr: 1.000e-02, eta: 4 days, 18:51:12, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3162, top1_acc: 0.4867, top5_acc: 0.7039, loss_cls: 2.3173, loss: 3.6336, grad_norm: 6.7834 2021-07-05 05:07:41,238 - mmaction - INFO - Epoch [48][2880/3757] lr: 1.000e-02, eta: 4 days, 18:50:52, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 1.3280, top1_acc: 0.4758, top5_acc: 0.7203, loss_cls: 2.2683, loss: 3.5963, grad_norm: 6.8057 2021-07-05 05:08:03,186 - mmaction - INFO - Epoch [48][2900/3757] lr: 1.000e-02, eta: 4 days, 18:50:31, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.3211, top1_acc: 0.4867, top5_acc: 0.7266, loss_cls: 2.2532, loss: 3.5743, grad_norm: 6.8194 2021-07-05 05:08:25,129 - mmaction - INFO - Epoch [48][2920/3757] lr: 1.000e-02, eta: 4 days, 18:50:10, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2828, top1_acc: 0.5055, top5_acc: 0.7359, loss_cls: 2.1751, loss: 3.4578, grad_norm: 6.7640 2021-07-05 05:08:47,342 - mmaction - INFO - Epoch [48][2940/3757] lr: 1.000e-02, eta: 4 days, 18:49:50, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2841, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1619, loss: 3.4460, grad_norm: 6.7391 2021-07-05 05:09:09,630 - mmaction - INFO - Epoch [48][2960/3757] lr: 1.000e-02, eta: 4 days, 18:49:30, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.3106, top1_acc: 0.4945, top5_acc: 0.7219, loss_cls: 2.2186, loss: 3.5292, grad_norm: 6.7991 2021-07-05 05:09:31,215 - mmaction - INFO - Epoch [48][2980/3757] lr: 1.000e-02, eta: 4 days, 18:49:09, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3105, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.2231, loss: 3.5336, grad_norm: 6.7475 2021-07-05 05:09:53,411 - mmaction - INFO - Epoch [48][3000/3757] lr: 1.000e-02, eta: 4 days, 18:48:49, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.2535, top1_acc: 0.5023, top5_acc: 0.7508, loss_cls: 2.1453, loss: 3.3989, grad_norm: 6.8821 2021-07-05 05:10:15,760 - mmaction - INFO - Epoch [48][3020/3757] lr: 1.000e-02, eta: 4 days, 18:48:29, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.3212, top1_acc: 0.4883, top5_acc: 0.7180, loss_cls: 2.2997, loss: 3.6209, grad_norm: 6.6698 2021-07-05 05:10:37,609 - mmaction - INFO - Epoch [48][3040/3757] lr: 1.000e-02, eta: 4 days, 18:48:08, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2814, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.1564, loss: 3.4378, grad_norm: 6.7554 2021-07-05 05:10:59,101 - mmaction - INFO - Epoch [48][3060/3757] lr: 1.000e-02, eta: 4 days, 18:47:47, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2604, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1576, loss: 3.4180, grad_norm: 6.8355 2021-07-05 05:11:21,388 - mmaction - INFO - Epoch [48][3080/3757] lr: 1.000e-02, eta: 4 days, 18:47:27, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.2940, top1_acc: 0.5062, top5_acc: 0.7039, loss_cls: 2.2680, loss: 3.5620, grad_norm: 6.8077 2021-07-05 05:11:44,257 - mmaction - INFO - Epoch [48][3100/3757] lr: 1.000e-02, eta: 4 days, 18:47:08, time: 1.142, data_time: 0.002, memory: 6921, loss_aux: 1.2499, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1725, loss: 3.4224, grad_norm: 6.7040 2021-07-05 05:12:06,110 - mmaction - INFO - Epoch [48][3120/3757] lr: 1.000e-02, eta: 4 days, 18:46:47, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 1.2712, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1435, loss: 3.4148, grad_norm: 6.6190 2021-07-05 05:12:28,170 - mmaction - INFO - Epoch [48][3140/3757] lr: 1.000e-02, eta: 4 days, 18:46:27, time: 1.103, data_time: 0.056, memory: 6921, loss_aux: 1.3181, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.2680, loss: 3.5861, grad_norm: 7.1015 2021-07-05 05:12:49,420 - mmaction - INFO - Epoch [48][3160/3757] lr: 1.000e-02, eta: 4 days, 18:46:05, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2888, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.2175, loss: 3.5063, grad_norm: 6.9565 2021-07-05 05:13:10,995 - mmaction - INFO - Epoch [48][3180/3757] lr: 1.000e-02, eta: 4 days, 18:45:43, time: 1.078, data_time: 0.021, memory: 6921, loss_aux: 1.2484, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1449, loss: 3.3933, grad_norm: 6.8836 2021-07-05 05:13:33,031 - mmaction - INFO - Epoch [48][3200/3757] lr: 1.000e-02, eta: 4 days, 18:45:23, time: 1.104, data_time: 0.066, memory: 6921, loss_aux: 1.2844, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.2016, loss: 3.4859, grad_norm: 6.8854 2021-07-05 05:13:55,210 - mmaction - INFO - Epoch [48][3220/3757] lr: 1.000e-02, eta: 4 days, 18:45:03, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2432, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.1260, loss: 3.3692, grad_norm: 6.8572 2021-07-05 05:14:17,023 - mmaction - INFO - Epoch [48][3240/3757] lr: 1.000e-02, eta: 4 days, 18:44:42, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2699, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1765, loss: 3.4465, grad_norm: 6.8470 2021-07-05 05:14:38,385 - mmaction - INFO - Epoch [48][3260/3757] lr: 1.000e-02, eta: 4 days, 18:44:20, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3157, top1_acc: 0.4727, top5_acc: 0.6977, loss_cls: 2.3245, loss: 3.6402, grad_norm: 7.0130 2021-07-05 05:14:59,839 - mmaction - INFO - Epoch [48][3280/3757] lr: 1.000e-02, eta: 4 days, 18:43:58, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.2835, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1827, loss: 3.4663, grad_norm: 6.8322 2021-07-05 05:15:22,844 - mmaction - INFO - Epoch [48][3300/3757] lr: 1.000e-02, eta: 4 days, 18:43:40, time: 1.150, data_time: 0.089, memory: 6921, loss_aux: 1.3235, top1_acc: 0.5016, top5_acc: 0.7133, loss_cls: 2.2818, loss: 3.6053, grad_norm: 6.9044 2021-07-05 05:15:45,366 - mmaction - INFO - Epoch [48][3320/3757] lr: 1.000e-02, eta: 4 days, 18:43:20, time: 1.125, data_time: 0.001, memory: 6921, loss_aux: 1.2839, top1_acc: 0.5039, top5_acc: 0.7281, loss_cls: 2.2293, loss: 3.5133, grad_norm: 6.8762 2021-07-05 05:16:06,368 - mmaction - INFO - Epoch [48][3340/3757] lr: 1.000e-02, eta: 4 days, 18:42:58, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2600, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.1345, loss: 3.3945, grad_norm: 6.6881 2021-07-05 05:16:28,674 - mmaction - INFO - Epoch [48][3360/3757] lr: 1.000e-02, eta: 4 days, 18:42:38, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.2950, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.2138, loss: 3.5087, grad_norm: 6.8797 2021-07-05 05:16:51,340 - mmaction - INFO - Epoch [48][3380/3757] lr: 1.000e-02, eta: 4 days, 18:42:19, time: 1.134, data_time: 0.003, memory: 6921, loss_aux: 1.3468, top1_acc: 0.4773, top5_acc: 0.7063, loss_cls: 2.3526, loss: 3.6994, grad_norm: 7.2078 2021-07-05 05:17:12,509 - mmaction - INFO - Epoch [48][3400/3757] lr: 1.000e-02, eta: 4 days, 18:41:56, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2418, top1_acc: 0.5211, top5_acc: 0.7328, loss_cls: 2.1188, loss: 3.3606, grad_norm: 6.7286 2021-07-05 05:17:34,437 - mmaction - INFO - Epoch [48][3420/3757] lr: 1.000e-02, eta: 4 days, 18:41:36, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2471, top1_acc: 0.5141, top5_acc: 0.7328, loss_cls: 2.2110, loss: 3.4581, grad_norm: 6.9454 2021-07-05 05:17:56,561 - mmaction - INFO - Epoch [48][3440/3757] lr: 1.000e-02, eta: 4 days, 18:41:15, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.3296, top1_acc: 0.4961, top5_acc: 0.7070, loss_cls: 2.3279, loss: 3.6575, grad_norm: 6.8736 2021-07-05 05:18:18,829 - mmaction - INFO - Epoch [48][3460/3757] lr: 1.000e-02, eta: 4 days, 18:40:56, time: 1.114, data_time: 0.005, memory: 6921, loss_aux: 1.2730, top1_acc: 0.5062, top5_acc: 0.7195, loss_cls: 2.2129, loss: 3.4858, grad_norm: 6.7575 2021-07-05 05:18:40,423 - mmaction - INFO - Epoch [48][3480/3757] lr: 1.000e-02, eta: 4 days, 18:40:34, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2286, top1_acc: 0.5148, top5_acc: 0.7320, loss_cls: 2.1341, loss: 3.3627, grad_norm: 6.6552 2021-07-05 05:19:02,167 - mmaction - INFO - Epoch [48][3500/3757] lr: 1.000e-02, eta: 4 days, 18:40:13, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2721, top1_acc: 0.5039, top5_acc: 0.7211, loss_cls: 2.2127, loss: 3.4848, grad_norm: 6.7850 2021-07-05 05:19:23,898 - mmaction - INFO - Epoch [48][3520/3757] lr: 1.000e-02, eta: 4 days, 18:39:52, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3015, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.2309, loss: 3.5324, grad_norm: 6.7012 2021-07-05 05:19:45,660 - mmaction - INFO - Epoch [48][3540/3757] lr: 1.000e-02, eta: 4 days, 18:39:31, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.3561, top1_acc: 0.4813, top5_acc: 0.7008, loss_cls: 2.3694, loss: 3.7254, grad_norm: 6.8820 2021-07-05 05:20:06,836 - mmaction - INFO - Epoch [48][3560/3757] lr: 1.000e-02, eta: 4 days, 18:39:09, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2287, top1_acc: 0.5008, top5_acc: 0.7484, loss_cls: 2.1373, loss: 3.3660, grad_norm: 6.6523 2021-07-05 05:20:29,345 - mmaction - INFO - Epoch [48][3580/3757] lr: 1.000e-02, eta: 4 days, 18:38:49, time: 1.128, data_time: 0.023, memory: 6921, loss_aux: 1.2616, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1628, loss: 3.4245, grad_norm: 6.8809 2021-07-05 05:20:51,095 - mmaction - INFO - Epoch [48][3600/3757] lr: 1.000e-02, eta: 4 days, 18:38:28, time: 1.087, data_time: 0.043, memory: 6921, loss_aux: 1.3147, top1_acc: 0.4945, top5_acc: 0.7258, loss_cls: 2.2305, loss: 3.5452, grad_norm: 6.9928 2021-07-05 05:21:13,942 - mmaction - INFO - Epoch [48][3620/3757] lr: 1.000e-02, eta: 4 days, 18:38:09, time: 1.141, data_time: 0.002, memory: 6921, loss_aux: 1.2908, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.2212, loss: 3.5120, grad_norm: 6.8571 2021-07-05 05:21:35,151 - mmaction - INFO - Epoch [48][3640/3757] lr: 1.000e-02, eta: 4 days, 18:37:47, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2340, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.0853, loss: 3.3193, grad_norm: 6.8332 2021-07-05 05:21:56,340 - mmaction - INFO - Epoch [48][3660/3757] lr: 1.000e-02, eta: 4 days, 18:37:25, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2985, top1_acc: 0.4891, top5_acc: 0.7227, loss_cls: 2.2595, loss: 3.5580, grad_norm: 6.8864 2021-07-05 05:22:18,195 - mmaction - INFO - Epoch [48][3680/3757] lr: 1.000e-02, eta: 4 days, 18:37:04, time: 1.096, data_time: 0.007, memory: 6921, loss_aux: 1.3327, top1_acc: 0.4617, top5_acc: 0.7086, loss_cls: 2.3387, loss: 3.6714, grad_norm: 6.9746 2021-07-05 05:22:40,031 - mmaction - INFO - Epoch [48][3700/3757] lr: 1.000e-02, eta: 4 days, 18:36:43, time: 1.092, data_time: 0.001, memory: 6921, loss_aux: 1.2313, top1_acc: 0.5125, top5_acc: 0.7508, loss_cls: 2.0907, loss: 3.3220, grad_norm: 6.6189 2021-07-05 05:23:01,519 - mmaction - INFO - Epoch [48][3720/3757] lr: 1.000e-02, eta: 4 days, 18:36:22, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3308, top1_acc: 0.4758, top5_acc: 0.7039, loss_cls: 2.3132, loss: 3.6440, grad_norm: 6.7014 2021-07-05 05:23:24,312 - mmaction - INFO - Epoch [48][3740/3757] lr: 1.000e-02, eta: 4 days, 18:36:03, time: 1.140, data_time: 0.001, memory: 6921, loss_aux: 1.2738, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.2165, loss: 3.4903, grad_norm: 6.7819 2021-07-05 05:23:43,219 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-07-05 05:24:47,518 - mmaction - INFO - Epoch [49][20/3757] lr: 1.000e-02, eta: 4 days, 18:36:12, time: 3.141, data_time: 2.056, memory: 6921, loss_aux: 1.2617, top1_acc: 0.5039, top5_acc: 0.7266, loss_cls: 2.1623, loss: 3.4240, grad_norm: 6.8481 2021-07-05 05:25:10,652 - mmaction - INFO - Epoch [49][40/3757] lr: 1.000e-02, eta: 4 days, 18:35:54, time: 1.157, data_time: 0.002, memory: 6921, loss_aux: 1.2859, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.1968, loss: 3.4827, grad_norm: 6.8114 2021-07-05 05:25:31,766 - mmaction - INFO - Epoch [49][60/3757] lr: 1.000e-02, eta: 4 days, 18:35:31, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2601, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.1186, loss: 3.3787, grad_norm: 6.8082 2021-07-05 05:25:54,629 - mmaction - INFO - Epoch [49][80/3757] lr: 1.000e-02, eta: 4 days, 18:35:12, time: 1.145, data_time: 0.004, memory: 6921, loss_aux: 1.2288, top1_acc: 0.5188, top5_acc: 0.7617, loss_cls: 2.0697, loss: 3.2985, grad_norm: 6.7242 2021-07-05 05:26:17,111 - mmaction - INFO - Epoch [49][100/3757] lr: 1.000e-02, eta: 4 days, 18:34:53, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 1.2867, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.2294, loss: 3.5161, grad_norm: 6.9102 2021-07-05 05:26:39,350 - mmaction - INFO - Epoch [49][120/3757] lr: 1.000e-02, eta: 4 days, 18:34:33, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.2889, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.2032, loss: 3.4921, grad_norm: 6.8452 2021-07-05 05:27:01,133 - mmaction - INFO - Epoch [49][140/3757] lr: 1.000e-02, eta: 4 days, 18:34:12, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.3033, top1_acc: 0.5008, top5_acc: 0.7297, loss_cls: 2.2251, loss: 3.5284, grad_norm: 6.9960 2021-07-05 05:27:23,682 - mmaction - INFO - Epoch [49][160/3757] lr: 1.000e-02, eta: 4 days, 18:33:53, time: 1.129, data_time: 0.005, memory: 6921, loss_aux: 1.2790, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1478, loss: 3.4267, grad_norm: 6.9368 2021-07-05 05:27:45,288 - mmaction - INFO - Epoch [49][180/3757] lr: 1.000e-02, eta: 4 days, 18:33:31, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2429, top1_acc: 0.5242, top5_acc: 0.7477, loss_cls: 2.1393, loss: 3.3822, grad_norm: 6.7195 2021-07-05 05:28:06,887 - mmaction - INFO - Epoch [49][200/3757] lr: 1.000e-02, eta: 4 days, 18:33:10, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2576, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1408, loss: 3.3984, grad_norm: 6.7356 2021-07-05 05:28:29,682 - mmaction - INFO - Epoch [49][220/3757] lr: 1.000e-02, eta: 4 days, 18:32:51, time: 1.139, data_time: 0.002, memory: 6921, loss_aux: 1.2201, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0279, loss: 3.2479, grad_norm: 6.7265 2021-07-05 05:28:52,289 - mmaction - INFO - Epoch [49][240/3757] lr: 1.000e-02, eta: 4 days, 18:32:32, time: 1.132, data_time: 0.028, memory: 6921, loss_aux: 1.2531, top1_acc: 0.5180, top5_acc: 0.7328, loss_cls: 2.1933, loss: 3.4464, grad_norm: 6.8007 2021-07-05 05:29:15,086 - mmaction - INFO - Epoch [49][260/3757] lr: 1.000e-02, eta: 4 days, 18:32:13, time: 1.139, data_time: 0.053, memory: 6921, loss_aux: 1.2442, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1504, loss: 3.3946, grad_norm: 6.6805 2021-07-05 05:29:37,666 - mmaction - INFO - Epoch [49][280/3757] lr: 1.000e-02, eta: 4 days, 18:31:53, time: 1.129, data_time: 0.004, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.1125, loss: 3.3692, grad_norm: 6.7600 2021-07-05 05:29:58,939 - mmaction - INFO - Epoch [49][300/3757] lr: 1.000e-02, eta: 4 days, 18:31:31, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2885, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2409, loss: 3.5293, grad_norm: 6.9188 2021-07-05 05:30:21,102 - mmaction - INFO - Epoch [49][320/3757] lr: 1.000e-02, eta: 4 days, 18:31:11, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.3105, top1_acc: 0.4734, top5_acc: 0.7344, loss_cls: 2.2276, loss: 3.5381, grad_norm: 6.8937 2021-07-05 05:30:42,751 - mmaction - INFO - Epoch [49][340/3757] lr: 1.000e-02, eta: 4 days, 18:30:50, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.3235, top1_acc: 0.5008, top5_acc: 0.7227, loss_cls: 2.2346, loss: 3.5581, grad_norm: 6.7607 2021-07-05 05:31:07,219 - mmaction - INFO - Epoch [49][360/3757] lr: 1.000e-02, eta: 4 days, 18:30:35, time: 1.224, data_time: 0.003, memory: 6921, loss_aux: 1.2583, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1880, loss: 3.4463, grad_norm: 6.7631 2021-07-05 05:31:28,523 - mmaction - INFO - Epoch [49][380/3757] lr: 1.000e-02, eta: 4 days, 18:30:13, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2429, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.1016, loss: 3.3446, grad_norm: 6.7285 2021-07-05 05:31:49,929 - mmaction - INFO - Epoch [49][400/3757] lr: 1.000e-02, eta: 4 days, 18:29:51, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2889, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.2138, loss: 3.5028, grad_norm: 6.7285 2021-07-05 05:32:12,164 - mmaction - INFO - Epoch [49][420/3757] lr: 1.000e-02, eta: 4 days, 18:29:31, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.2833, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.2245, loss: 3.5079, grad_norm: 6.6669 2021-07-05 05:32:33,504 - mmaction - INFO - Epoch [49][440/3757] lr: 1.000e-02, eta: 4 days, 18:29:09, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3299, top1_acc: 0.4766, top5_acc: 0.7117, loss_cls: 2.2918, loss: 3.6217, grad_norm: 6.8315 2021-07-05 05:32:56,243 - mmaction - INFO - Epoch [49][460/3757] lr: 1.000e-02, eta: 4 days, 18:28:50, time: 1.137, data_time: 0.003, memory: 6921, loss_aux: 1.2564, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.1373, loss: 3.3937, grad_norm: 6.7375 2021-07-05 05:33:18,983 - mmaction - INFO - Epoch [49][480/3757] lr: 1.000e-02, eta: 4 days, 18:28:31, time: 1.138, data_time: 0.004, memory: 6921, loss_aux: 1.3051, top1_acc: 0.4938, top5_acc: 0.7477, loss_cls: 2.2050, loss: 3.5100, grad_norm: 6.9863 2021-07-05 05:33:40,019 - mmaction - INFO - Epoch [49][500/3757] lr: 1.000e-02, eta: 4 days, 18:28:08, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3064, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2464, loss: 3.5528, grad_norm: 6.7689 2021-07-05 05:34:02,323 - mmaction - INFO - Epoch [49][520/3757] lr: 1.000e-02, eta: 4 days, 18:27:48, time: 1.113, data_time: 0.007, memory: 6921, loss_aux: 1.2708, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1925, loss: 3.4633, grad_norm: 6.6763 2021-07-05 05:34:25,036 - mmaction - INFO - Epoch [49][540/3757] lr: 1.000e-02, eta: 4 days, 18:27:29, time: 1.135, data_time: 0.006, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4898, top5_acc: 0.7148, loss_cls: 2.2569, loss: 3.5782, grad_norm: 7.0172 2021-07-05 05:34:47,063 - mmaction - INFO - Epoch [49][560/3757] lr: 1.000e-02, eta: 4 days, 18:27:09, time: 1.103, data_time: 0.066, memory: 6921, loss_aux: 1.2393, top1_acc: 0.5148, top5_acc: 0.7422, loss_cls: 2.1222, loss: 3.3616, grad_norm: 6.8585 2021-07-05 05:35:09,535 - mmaction - INFO - Epoch [49][580/3757] lr: 1.000e-02, eta: 4 days, 18:26:49, time: 1.122, data_time: 0.054, memory: 6921, loss_aux: 1.2423, top1_acc: 0.4977, top5_acc: 0.7438, loss_cls: 2.1324, loss: 3.3747, grad_norm: 6.6425 2021-07-05 05:35:32,369 - mmaction - INFO - Epoch [49][600/3757] lr: 1.000e-02, eta: 4 days, 18:26:30, time: 1.142, data_time: 0.046, memory: 6921, loss_aux: 1.2963, top1_acc: 0.4898, top5_acc: 0.7305, loss_cls: 2.2260, loss: 3.5223, grad_norm: 6.9876 2021-07-05 05:35:53,767 - mmaction - INFO - Epoch [49][620/3757] lr: 1.000e-02, eta: 4 days, 18:26:09, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3253, top1_acc: 0.4945, top5_acc: 0.7055, loss_cls: 2.3032, loss: 3.6285, grad_norm: 6.8887 2021-07-05 05:36:16,066 - mmaction - INFO - Epoch [49][640/3757] lr: 1.000e-02, eta: 4 days, 18:25:49, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 1.2638, top1_acc: 0.4945, top5_acc: 0.7508, loss_cls: 2.1553, loss: 3.4192, grad_norm: 6.8172 2021-07-05 05:36:37,119 - mmaction - INFO - Epoch [49][660/3757] lr: 1.000e-02, eta: 4 days, 18:25:26, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2967, top1_acc: 0.5047, top5_acc: 0.7219, loss_cls: 2.2263, loss: 3.5230, grad_norm: 6.6929 2021-07-05 05:36:59,968 - mmaction - INFO - Epoch [49][680/3757] lr: 1.000e-02, eta: 4 days, 18:25:07, time: 1.143, data_time: 0.003, memory: 6921, loss_aux: 1.2876, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.2049, loss: 3.4925, grad_norm: 6.7554 2021-07-05 05:37:21,249 - mmaction - INFO - Epoch [49][700/3757] lr: 1.000e-02, eta: 4 days, 18:24:45, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2887, top1_acc: 0.4977, top5_acc: 0.7242, loss_cls: 2.2426, loss: 3.5313, grad_norm: 6.8754 2021-07-05 05:37:43,105 - mmaction - INFO - Epoch [49][720/3757] lr: 1.000e-02, eta: 4 days, 18:24:24, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.2634, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1634, loss: 3.4268, grad_norm: 6.6630 2021-07-05 05:38:05,499 - mmaction - INFO - Epoch [49][740/3757] lr: 1.000e-02, eta: 4 days, 18:24:05, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 1.3022, top1_acc: 0.5125, top5_acc: 0.7266, loss_cls: 2.2060, loss: 3.5082, grad_norm: 6.6879 2021-07-05 05:38:27,387 - mmaction - INFO - Epoch [49][760/3757] lr: 1.000e-02, eta: 4 days, 18:23:44, time: 1.094, data_time: 0.043, memory: 6921, loss_aux: 1.2581, top1_acc: 0.5023, top5_acc: 0.7227, loss_cls: 2.1946, loss: 3.4527, grad_norm: 6.5589 2021-07-05 05:38:50,701 - mmaction - INFO - Epoch [49][780/3757] lr: 1.000e-02, eta: 4 days, 18:23:26, time: 1.166, data_time: 0.105, memory: 6921, loss_aux: 1.3052, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2720, loss: 3.5772, grad_norm: 6.7977 2021-07-05 05:39:12,024 - mmaction - INFO - Epoch [49][800/3757] lr: 1.000e-02, eta: 4 days, 18:23:04, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2660, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1593, loss: 3.4253, grad_norm: 6.7636 2021-07-05 05:39:33,541 - mmaction - INFO - Epoch [49][820/3757] lr: 1.000e-02, eta: 4 days, 18:22:43, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.3063, top1_acc: 0.4875, top5_acc: 0.7055, loss_cls: 2.2897, loss: 3.5960, grad_norm: 6.7016 2021-07-05 05:39:55,726 - mmaction - INFO - Epoch [49][840/3757] lr: 1.000e-02, eta: 4 days, 18:22:22, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.3242, top1_acc: 0.4844, top5_acc: 0.7352, loss_cls: 2.2608, loss: 3.5851, grad_norm: 6.7147 2021-07-05 05:40:18,369 - mmaction - INFO - Epoch [49][860/3757] lr: 1.000e-02, eta: 4 days, 18:22:03, time: 1.132, data_time: 0.003, memory: 6921, loss_aux: 1.2769, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1885, loss: 3.4654, grad_norm: 6.6376 2021-07-05 05:40:39,779 - mmaction - INFO - Epoch [49][880/3757] lr: 1.000e-02, eta: 4 days, 18:21:41, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.3332, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.3073, loss: 3.6405, grad_norm: 7.0418 2021-07-05 05:41:01,890 - mmaction - INFO - Epoch [49][900/3757] lr: 1.000e-02, eta: 4 days, 18:21:21, time: 1.106, data_time: 0.005, memory: 6921, loss_aux: 1.2541, top1_acc: 0.5242, top5_acc: 0.7406, loss_cls: 2.1123, loss: 3.3665, grad_norm: 6.7127 2021-07-05 05:41:23,732 - mmaction - INFO - Epoch [49][920/3757] lr: 1.000e-02, eta: 4 days, 18:21:00, time: 1.090, data_time: 0.044, memory: 6921, loss_aux: 1.2800, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.2272, loss: 3.5072, grad_norm: 6.7267 2021-07-05 05:41:45,830 - mmaction - INFO - Epoch [49][940/3757] lr: 1.000e-02, eta: 4 days, 18:20:40, time: 1.106, data_time: 0.044, memory: 6921, loss_aux: 1.2564, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1705, loss: 3.4269, grad_norm: 6.5838 2021-07-05 05:42:08,018 - mmaction - INFO - Epoch [49][960/3757] lr: 1.000e-02, eta: 4 days, 18:20:20, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 1.1948, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0318, loss: 3.2266, grad_norm: 6.4840 2021-07-05 05:42:29,140 - mmaction - INFO - Epoch [49][980/3757] lr: 1.000e-02, eta: 4 days, 18:19:57, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3139, top1_acc: 0.4977, top5_acc: 0.7156, loss_cls: 2.2495, loss: 3.5633, grad_norm: 6.9994 2021-07-05 05:42:51,476 - mmaction - INFO - Epoch [49][1000/3757] lr: 1.000e-02, eta: 4 days, 18:19:37, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 1.2468, top1_acc: 0.5117, top5_acc: 0.7375, loss_cls: 2.1745, loss: 3.4213, grad_norm: 6.9856 2021-07-05 05:43:12,749 - mmaction - INFO - Epoch [49][1020/3757] lr: 1.000e-02, eta: 4 days, 18:19:15, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3599, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.4242, loss: 3.7840, grad_norm: 6.9633 2021-07-05 05:43:34,841 - mmaction - INFO - Epoch [49][1040/3757] lr: 1.000e-02, eta: 4 days, 18:18:55, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.3259, top1_acc: 0.4805, top5_acc: 0.7039, loss_cls: 2.3149, loss: 3.6407, grad_norm: 6.6997 2021-07-05 05:43:57,536 - mmaction - INFO - Epoch [49][1060/3757] lr: 1.000e-02, eta: 4 days, 18:18:36, time: 1.134, data_time: 0.003, memory: 6921, loss_aux: 1.2483, top1_acc: 0.5234, top5_acc: 0.7438, loss_cls: 2.0953, loss: 3.3437, grad_norm: 6.5773 2021-07-05 05:44:19,750 - mmaction - INFO - Epoch [49][1080/3757] lr: 1.000e-02, eta: 4 days, 18:18:16, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.2917, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.1837, loss: 3.4754, grad_norm: 6.7808 2021-07-05 05:44:41,765 - mmaction - INFO - Epoch [49][1100/3757] lr: 1.000e-02, eta: 4 days, 18:17:55, time: 1.100, data_time: 0.001, memory: 6921, loss_aux: 1.2778, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.2103, loss: 3.4880, grad_norm: 6.7052 2021-07-05 05:45:03,465 - mmaction - INFO - Epoch [49][1120/3757] lr: 1.000e-02, eta: 4 days, 18:17:34, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2626, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1462, loss: 3.4088, grad_norm: 6.6795 2021-07-05 05:45:26,517 - mmaction - INFO - Epoch [49][1140/3757] lr: 1.000e-02, eta: 4 days, 18:17:16, time: 1.153, data_time: 0.002, memory: 6921, loss_aux: 1.2466, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1509, loss: 3.3975, grad_norm: 6.7427 2021-07-05 05:45:48,723 - mmaction - INFO - Epoch [49][1160/3757] lr: 1.000e-02, eta: 4 days, 18:16:55, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2557, top1_acc: 0.5070, top5_acc: 0.7227, loss_cls: 2.2109, loss: 3.4667, grad_norm: 6.8507 2021-07-05 05:46:09,774 - mmaction - INFO - Epoch [49][1180/3757] lr: 1.000e-02, eta: 4 days, 18:16:33, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2936, top1_acc: 0.5211, top5_acc: 0.7211, loss_cls: 2.1858, loss: 3.4794, grad_norm: 6.5900 2021-07-05 05:46:31,475 - mmaction - INFO - Epoch [49][1200/3757] lr: 1.000e-02, eta: 4 days, 18:16:12, time: 1.084, data_time: 0.025, memory: 6921, loss_aux: 1.3069, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.2241, loss: 3.5310, grad_norm: 6.9026 2021-07-05 05:46:53,500 - mmaction - INFO - Epoch [49][1220/3757] lr: 1.000e-02, eta: 4 days, 18:15:51, time: 1.103, data_time: 0.047, memory: 6921, loss_aux: 1.3025, top1_acc: 0.4883, top5_acc: 0.7414, loss_cls: 2.2161, loss: 3.5186, grad_norm: 6.9511 2021-07-05 05:47:15,709 - mmaction - INFO - Epoch [49][1240/3757] lr: 1.000e-02, eta: 4 days, 18:15:31, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 1.3224, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2887, loss: 3.6111, grad_norm: 7.0522 2021-07-05 05:47:37,429 - mmaction - INFO - Epoch [49][1260/3757] lr: 1.000e-02, eta: 4 days, 18:15:10, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.3234, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2770, loss: 3.6004, grad_norm: 6.8365 2021-07-05 05:47:59,750 - mmaction - INFO - Epoch [49][1280/3757] lr: 1.000e-02, eta: 4 days, 18:14:50, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.2736, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1730, loss: 3.4466, grad_norm: 6.7610 2021-07-05 05:48:22,008 - mmaction - INFO - Epoch [49][1300/3757] lr: 1.000e-02, eta: 4 days, 18:14:30, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2892, top1_acc: 0.4977, top5_acc: 0.7242, loss_cls: 2.2351, loss: 3.5243, grad_norm: 6.8080 2021-07-05 05:48:44,021 - mmaction - INFO - Epoch [49][1320/3757] lr: 1.000e-02, eta: 4 days, 18:14:10, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.2370, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1389, loss: 3.3758, grad_norm: 6.7211 2021-07-05 05:49:07,201 - mmaction - INFO - Epoch [49][1340/3757] lr: 1.000e-02, eta: 4 days, 18:13:51, time: 1.160, data_time: 0.003, memory: 6921, loss_aux: 1.3160, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1734, loss: 3.4894, grad_norm: 6.7436 2021-07-05 05:49:28,370 - mmaction - INFO - Epoch [49][1360/3757] lr: 1.000e-02, eta: 4 days, 18:13:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2953, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2090, loss: 3.5042, grad_norm: 6.9483 2021-07-05 05:49:49,966 - mmaction - INFO - Epoch [49][1380/3757] lr: 1.000e-02, eta: 4 days, 18:13:08, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2129, top1_acc: 0.5344, top5_acc: 0.7555, loss_cls: 2.0519, loss: 3.2648, grad_norm: 6.6161 2021-07-05 05:50:12,196 - mmaction - INFO - Epoch [49][1400/3757] lr: 1.000e-02, eta: 4 days, 18:12:48, time: 1.113, data_time: 0.037, memory: 6921, loss_aux: 1.2862, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.2930, loss: 3.5792, grad_norm: 6.9073 2021-07-05 05:50:35,287 - mmaction - INFO - Epoch [49][1420/3757] lr: 1.000e-02, eta: 4 days, 18:12:29, time: 1.153, data_time: 0.015, memory: 6921, loss_aux: 1.2772, top1_acc: 0.5016, top5_acc: 0.7289, loss_cls: 2.2128, loss: 3.4900, grad_norm: 6.7925 2021-07-05 05:50:56,598 - mmaction - INFO - Epoch [49][1440/3757] lr: 1.000e-02, eta: 4 days, 18:12:07, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2455, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.0996, loss: 3.3451, grad_norm: 6.6636 2021-07-05 05:51:19,173 - mmaction - INFO - Epoch [49][1460/3757] lr: 1.000e-02, eta: 4 days, 18:11:48, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 1.3447, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.2996, loss: 3.6443, grad_norm: 6.8649 2021-07-05 05:51:41,566 - mmaction - INFO - Epoch [49][1480/3757] lr: 1.000e-02, eta: 4 days, 18:11:28, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.3208, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.2762, loss: 3.5969, grad_norm: 6.8511 2021-07-05 05:52:03,320 - mmaction - INFO - Epoch [49][1500/3757] lr: 1.000e-02, eta: 4 days, 18:11:07, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2869, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1990, loss: 3.4858, grad_norm: 6.8661 2021-07-05 05:52:25,918 - mmaction - INFO - Epoch [49][1520/3757] lr: 1.000e-02, eta: 4 days, 18:10:48, time: 1.129, data_time: 0.004, memory: 6921, loss_aux: 1.2786, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.2174, loss: 3.4960, grad_norm: 6.7406 2021-07-05 05:52:47,049 - mmaction - INFO - Epoch [49][1540/3757] lr: 1.000e-02, eta: 4 days, 18:10:25, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2606, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1124, loss: 3.3730, grad_norm: 6.6575 2021-07-05 05:53:09,601 - mmaction - INFO - Epoch [49][1560/3757] lr: 1.000e-02, eta: 4 days, 18:10:06, time: 1.129, data_time: 0.086, memory: 6921, loss_aux: 1.2195, top1_acc: 0.5172, top5_acc: 0.7531, loss_cls: 2.0760, loss: 3.2954, grad_norm: 6.6131 2021-07-05 05:53:31,536 - mmaction - INFO - Epoch [49][1580/3757] lr: 1.000e-02, eta: 4 days, 18:09:45, time: 1.095, data_time: 0.050, memory: 6921, loss_aux: 1.2639, top1_acc: 0.4945, top5_acc: 0.7250, loss_cls: 2.2240, loss: 3.4879, grad_norm: 6.7122 2021-07-05 05:53:53,324 - mmaction - INFO - Epoch [49][1600/3757] lr: 1.000e-02, eta: 4 days, 18:09:24, time: 1.091, data_time: 0.035, memory: 6921, loss_aux: 1.2410, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1373, loss: 3.3783, grad_norm: 6.5615 2021-07-05 05:54:14,552 - mmaction - INFO - Epoch [49][1620/3757] lr: 1.000e-02, eta: 4 days, 18:09:02, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3011, top1_acc: 0.4898, top5_acc: 0.7180, loss_cls: 2.2811, loss: 3.5822, grad_norm: 6.9767 2021-07-05 05:54:37,287 - mmaction - INFO - Epoch [49][1640/3757] lr: 1.000e-02, eta: 4 days, 18:08:43, time: 1.137, data_time: 0.077, memory: 6921, loss_aux: 1.2866, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.2273, loss: 3.5140, grad_norm: 6.8991 2021-07-05 05:54:58,682 - mmaction - INFO - Epoch [49][1660/3757] lr: 1.000e-02, eta: 4 days, 18:08:21, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3242, top1_acc: 0.4688, top5_acc: 0.7172, loss_cls: 2.3020, loss: 3.6262, grad_norm: 6.9049 2021-07-05 05:55:20,469 - mmaction - INFO - Epoch [49][1680/3757] lr: 1.000e-02, eta: 4 days, 18:08:00, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.2720, top1_acc: 0.5000, top5_acc: 0.7258, loss_cls: 2.1791, loss: 3.4511, grad_norm: 6.6304 2021-07-05 05:55:43,592 - mmaction - INFO - Epoch [49][1700/3757] lr: 1.000e-02, eta: 4 days, 18:07:42, time: 1.156, data_time: 0.008, memory: 6921, loss_aux: 1.2694, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.1634, loss: 3.4328, grad_norm: 6.6326 2021-07-05 05:56:05,050 - mmaction - INFO - Epoch [49][1720/3757] lr: 1.000e-02, eta: 4 days, 18:07:20, time: 1.072, data_time: 0.007, memory: 6921, loss_aux: 1.2419, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1379, loss: 3.3798, grad_norm: 6.6738 2021-07-05 05:56:26,423 - mmaction - INFO - Epoch [49][1740/3757] lr: 1.000e-02, eta: 4 days, 18:06:58, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2607, top1_acc: 0.4984, top5_acc: 0.7477, loss_cls: 2.1441, loss: 3.4048, grad_norm: 6.7780 2021-07-05 05:56:48,501 - mmaction - INFO - Epoch [49][1760/3757] lr: 1.000e-02, eta: 4 days, 18:06:38, time: 1.104, data_time: 0.033, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4758, top5_acc: 0.7086, loss_cls: 2.2732, loss: 3.5701, grad_norm: 6.9261 2021-07-05 05:57:11,013 - mmaction - INFO - Epoch [49][1780/3757] lr: 1.000e-02, eta: 4 days, 18:06:18, time: 1.126, data_time: 0.070, memory: 6921, loss_aux: 1.2641, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1270, loss: 3.3911, grad_norm: 6.5242 2021-07-05 05:57:33,121 - mmaction - INFO - Epoch [49][1800/3757] lr: 1.000e-02, eta: 4 days, 18:05:58, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2452, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1001, loss: 3.3453, grad_norm: 6.6327 2021-07-05 05:57:54,722 - mmaction - INFO - Epoch [49][1820/3757] lr: 1.000e-02, eta: 4 days, 18:05:37, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2501, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1752, loss: 3.4253, grad_norm: 7.0264 2021-07-05 05:58:16,820 - mmaction - INFO - Epoch [49][1840/3757] lr: 1.000e-02, eta: 4 days, 18:05:16, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2664, top1_acc: 0.5117, top5_acc: 0.7508, loss_cls: 2.1623, loss: 3.4287, grad_norm: 6.9221 2021-07-05 05:58:38,433 - mmaction - INFO - Epoch [49][1860/3757] lr: 1.000e-02, eta: 4 days, 18:04:55, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2830, top1_acc: 0.5125, top5_acc: 0.7234, loss_cls: 2.2134, loss: 3.4964, grad_norm: 6.6817 2021-07-05 05:59:00,262 - mmaction - INFO - Epoch [49][1880/3757] lr: 1.000e-02, eta: 4 days, 18:04:34, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.2628, top1_acc: 0.5070, top5_acc: 0.7234, loss_cls: 2.1961, loss: 3.4589, grad_norm: 6.7229 2021-07-05 05:59:21,676 - mmaction - INFO - Epoch [49][1900/3757] lr: 1.000e-02, eta: 4 days, 18:04:12, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2735, top1_acc: 0.5195, top5_acc: 0.7406, loss_cls: 2.1837, loss: 3.4572, grad_norm: 6.7238 2021-07-05 05:59:43,237 - mmaction - INFO - Epoch [49][1920/3757] lr: 1.000e-02, eta: 4 days, 18:03:51, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2938, top1_acc: 0.5000, top5_acc: 0.7156, loss_cls: 2.2528, loss: 3.5466, grad_norm: 6.6599 2021-07-05 06:00:05,632 - mmaction - INFO - Epoch [49][1940/3757] lr: 1.000e-02, eta: 4 days, 18:03:31, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.1923, loss: 3.4891, grad_norm: 6.6535 2021-07-05 06:00:27,481 - mmaction - INFO - Epoch [49][1960/3757] lr: 1.000e-02, eta: 4 days, 18:03:10, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.3018, top1_acc: 0.5008, top5_acc: 0.7258, loss_cls: 2.2047, loss: 3.5065, grad_norm: 6.7722 2021-07-05 06:00:49,463 - mmaction - INFO - Epoch [49][1980/3757] lr: 1.000e-02, eta: 4 days, 18:02:49, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.3218, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2281, loss: 3.5499, grad_norm: 7.0841 2021-07-05 06:01:11,024 - mmaction - INFO - Epoch [49][2000/3757] lr: 1.000e-02, eta: 4 days, 18:02:28, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.3210, top1_acc: 0.4930, top5_acc: 0.7188, loss_cls: 2.2831, loss: 3.6040, grad_norm: 6.9136 2021-07-05 06:01:32,983 - mmaction - INFO - Epoch [49][2020/3757] lr: 1.000e-02, eta: 4 days, 18:02:07, time: 1.100, data_time: 0.007, memory: 6921, loss_aux: 1.2902, top1_acc: 0.5133, top5_acc: 0.7250, loss_cls: 2.1889, loss: 3.4791, grad_norm: 6.6735 2021-07-05 06:01:54,744 - mmaction - INFO - Epoch [49][2040/3757] lr: 1.000e-02, eta: 4 days, 18:01:46, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.2828, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1626, loss: 3.4454, grad_norm: 6.6425 2021-07-05 06:02:16,866 - mmaction - INFO - Epoch [49][2060/3757] lr: 1.000e-02, eta: 4 days, 18:01:26, time: 1.108, data_time: 0.005, memory: 6921, loss_aux: 1.2817, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2084, loss: 3.4901, grad_norm: 6.7038 2021-07-05 06:02:38,275 - mmaction - INFO - Epoch [49][2080/3757] lr: 1.000e-02, eta: 4 days, 18:01:04, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.2977, top1_acc: 0.5078, top5_acc: 0.7266, loss_cls: 2.2156, loss: 3.5133, grad_norm: 6.6396 2021-07-05 06:03:00,468 - mmaction - INFO - Epoch [49][2100/3757] lr: 1.000e-02, eta: 4 days, 18:00:44, time: 1.109, data_time: 0.001, memory: 6921, loss_aux: 1.2088, top1_acc: 0.5203, top5_acc: 0.7602, loss_cls: 2.0780, loss: 3.2867, grad_norm: 6.7812 2021-07-05 06:03:21,854 - mmaction - INFO - Epoch [49][2120/3757] lr: 1.000e-02, eta: 4 days, 18:00:22, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2444, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.1449, loss: 3.3893, grad_norm: 6.6292 2021-07-05 06:03:43,453 - mmaction - INFO - Epoch [49][2140/3757] lr: 1.000e-02, eta: 4 days, 18:00:01, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.2594, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.1687, loss: 3.4281, grad_norm: 6.8533 2021-07-05 06:04:05,089 - mmaction - INFO - Epoch [49][2160/3757] lr: 1.000e-02, eta: 4 days, 17:59:39, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.2968, top1_acc: 0.4922, top5_acc: 0.7227, loss_cls: 2.2280, loss: 3.5249, grad_norm: 6.6997 2021-07-05 06:04:27,458 - mmaction - INFO - Epoch [49][2180/3757] lr: 1.000e-02, eta: 4 days, 17:59:19, time: 1.117, data_time: 0.001, memory: 6921, loss_aux: 1.2523, top1_acc: 0.4945, top5_acc: 0.7414, loss_cls: 2.1638, loss: 3.4161, grad_norm: 6.4134 2021-07-05 06:04:48,891 - mmaction - INFO - Epoch [49][2200/3757] lr: 1.000e-02, eta: 4 days, 17:58:58, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2652, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2030, loss: 3.4682, grad_norm: 6.6855 2021-07-05 06:05:11,375 - mmaction - INFO - Epoch [49][2220/3757] lr: 1.000e-02, eta: 4 days, 17:58:38, time: 1.126, data_time: 0.004, memory: 6921, loss_aux: 1.2824, top1_acc: 0.4992, top5_acc: 0.7234, loss_cls: 2.2055, loss: 3.4879, grad_norm: 6.6562 2021-07-05 06:05:32,604 - mmaction - INFO - Epoch [49][2240/3757] lr: 1.000e-02, eta: 4 days, 17:58:16, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3094, top1_acc: 0.4719, top5_acc: 0.7141, loss_cls: 2.2654, loss: 3.5748, grad_norm: 6.5392 2021-07-05 06:05:54,457 - mmaction - INFO - Epoch [49][2260/3757] lr: 1.000e-02, eta: 4 days, 17:57:55, time: 1.094, data_time: 0.026, memory: 6921, loss_aux: 1.2772, top1_acc: 0.4961, top5_acc: 0.7195, loss_cls: 2.2056, loss: 3.4827, grad_norm: 6.7789 2021-07-05 06:06:16,166 - mmaction - INFO - Epoch [49][2280/3757] lr: 1.000e-02, eta: 4 days, 17:57:34, time: 1.082, data_time: 0.039, memory: 6921, loss_aux: 1.2721, top1_acc: 0.4992, top5_acc: 0.7391, loss_cls: 2.1945, loss: 3.4667, grad_norm: 6.9374 2021-07-05 06:06:38,582 - mmaction - INFO - Epoch [49][2300/3757] lr: 1.000e-02, eta: 4 days, 17:57:14, time: 1.123, data_time: 0.008, memory: 6921, loss_aux: 1.3545, top1_acc: 0.4695, top5_acc: 0.7094, loss_cls: 2.3288, loss: 3.6833, grad_norm: 6.9974 2021-07-05 06:06:59,752 - mmaction - INFO - Epoch [49][2320/3757] lr: 1.000e-02, eta: 4 days, 17:56:52, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2609, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1852, loss: 3.4461, grad_norm: 6.7241 2021-07-05 06:07:20,987 - mmaction - INFO - Epoch [49][2340/3757] lr: 1.000e-02, eta: 4 days, 17:56:30, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4797, top5_acc: 0.7234, loss_cls: 2.2626, loss: 3.5691, grad_norm: 6.8981 2021-07-05 06:07:43,691 - mmaction - INFO - Epoch [49][2360/3757] lr: 1.000e-02, eta: 4 days, 17:56:11, time: 1.137, data_time: 0.003, memory: 6921, loss_aux: 1.2502, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.1761, loss: 3.4263, grad_norm: 6.6615 2021-07-05 06:08:04,928 - mmaction - INFO - Epoch [49][2380/3757] lr: 1.000e-02, eta: 4 days, 17:55:48, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3015, top1_acc: 0.5117, top5_acc: 0.7344, loss_cls: 2.2021, loss: 3.5036, grad_norm: 6.7868 2021-07-05 06:08:27,386 - mmaction - INFO - Epoch [49][2400/3757] lr: 1.000e-02, eta: 4 days, 17:55:29, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 1.2836, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2297, loss: 3.5132, grad_norm: 6.8668 2021-07-05 06:08:49,118 - mmaction - INFO - Epoch [49][2420/3757] lr: 1.000e-02, eta: 4 days, 17:55:08, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2953, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2274, loss: 3.5226, grad_norm: 6.7349 2021-07-05 06:09:10,983 - mmaction - INFO - Epoch [49][2440/3757] lr: 1.000e-02, eta: 4 days, 17:54:47, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2731, top1_acc: 0.5102, top5_acc: 0.7320, loss_cls: 2.1871, loss: 3.4602, grad_norm: 6.7207 2021-07-05 06:09:32,072 - mmaction - INFO - Epoch [49][2460/3757] lr: 1.000e-02, eta: 4 days, 17:54:24, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3289, top1_acc: 0.4742, top5_acc: 0.7109, loss_cls: 2.3080, loss: 3.6369, grad_norm: 6.6882 2021-07-05 06:09:53,822 - mmaction - INFO - Epoch [49][2480/3757] lr: 1.000e-02, eta: 4 days, 17:54:03, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.3174, top1_acc: 0.4688, top5_acc: 0.7203, loss_cls: 2.3106, loss: 3.6280, grad_norm: 6.6869 2021-07-05 06:10:15,867 - mmaction - INFO - Epoch [49][2500/3757] lr: 1.000e-02, eta: 4 days, 17:53:43, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.3336, top1_acc: 0.4820, top5_acc: 0.7133, loss_cls: 2.3030, loss: 3.6366, grad_norm: 6.7864 2021-07-05 06:10:37,291 - mmaction - INFO - Epoch [49][2520/3757] lr: 1.000e-02, eta: 4 days, 17:53:21, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2634, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1495, loss: 3.4129, grad_norm: 6.8702 2021-07-05 06:10:58,393 - mmaction - INFO - Epoch [49][2540/3757] lr: 1.000e-02, eta: 4 days, 17:52:58, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4789, top5_acc: 0.7016, loss_cls: 2.3133, loss: 3.6308, grad_norm: 6.8254 2021-07-05 06:11:21,188 - mmaction - INFO - Epoch [49][2560/3757] lr: 1.000e-02, eta: 4 days, 17:52:40, time: 1.140, data_time: 0.065, memory: 6921, loss_aux: 1.2560, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1530, loss: 3.4089, grad_norm: 6.7274 2021-07-05 06:11:43,069 - mmaction - INFO - Epoch [49][2580/3757] lr: 1.000e-02, eta: 4 days, 17:52:19, time: 1.096, data_time: 0.008, memory: 6921, loss_aux: 1.3079, top1_acc: 0.5109, top5_acc: 0.7297, loss_cls: 2.2192, loss: 3.5271, grad_norm: 6.7654 2021-07-05 06:12:04,995 - mmaction - INFO - Epoch [49][2600/3757] lr: 1.000e-02, eta: 4 days, 17:51:58, time: 1.094, data_time: 0.051, memory: 6921, loss_aux: 1.2806, top1_acc: 0.4953, top5_acc: 0.7047, loss_cls: 2.2450, loss: 3.5255, grad_norm: 6.8270 2021-07-05 06:12:25,971 - mmaction - INFO - Epoch [49][2620/3757] lr: 1.000e-02, eta: 4 days, 17:51:35, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2661, top1_acc: 0.4992, top5_acc: 0.7375, loss_cls: 2.1699, loss: 3.4359, grad_norm: 6.7048 2021-07-05 06:12:47,427 - mmaction - INFO - Epoch [49][2640/3757] lr: 1.000e-02, eta: 4 days, 17:51:14, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2744, top1_acc: 0.4781, top5_acc: 0.7391, loss_cls: 2.1990, loss: 3.4734, grad_norm: 6.7973 2021-07-05 06:13:09,806 - mmaction - INFO - Epoch [49][2660/3757] lr: 1.000e-02, eta: 4 days, 17:50:54, time: 1.121, data_time: 0.072, memory: 6921, loss_aux: 1.2807, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1934, loss: 3.4740, grad_norm: 6.8938 2021-07-05 06:13:30,897 - mmaction - INFO - Epoch [49][2680/3757] lr: 1.000e-02, eta: 4 days, 17:50:31, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2967, top1_acc: 0.5016, top5_acc: 0.7219, loss_cls: 2.2154, loss: 3.5121, grad_norm: 6.6521 2021-07-05 06:13:54,254 - mmaction - INFO - Epoch [49][2700/3757] lr: 1.000e-02, eta: 4 days, 17:50:14, time: 1.168, data_time: 0.002, memory: 6921, loss_aux: 1.2486, top1_acc: 0.5086, top5_acc: 0.7266, loss_cls: 2.1768, loss: 3.4255, grad_norm: 6.6690 2021-07-05 06:14:15,765 - mmaction - INFO - Epoch [49][2720/3757] lr: 1.000e-02, eta: 4 days, 17:49:52, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2824, top1_acc: 0.4781, top5_acc: 0.7227, loss_cls: 2.2313, loss: 3.5137, grad_norm: 6.7322 2021-07-05 06:14:36,778 - mmaction - INFO - Epoch [49][2740/3757] lr: 1.000e-02, eta: 4 days, 17:49:29, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2741, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.2092, loss: 3.4833, grad_norm: 6.7327 2021-07-05 06:14:58,345 - mmaction - INFO - Epoch [49][2760/3757] lr: 1.000e-02, eta: 4 days, 17:49:08, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2820, top1_acc: 0.4805, top5_acc: 0.7359, loss_cls: 2.1866, loss: 3.4686, grad_norm: 6.8044 2021-07-05 06:15:21,430 - mmaction - INFO - Epoch [49][2780/3757] lr: 1.000e-02, eta: 4 days, 17:48:50, time: 1.154, data_time: 0.002, memory: 6921, loss_aux: 1.3155, top1_acc: 0.4797, top5_acc: 0.7078, loss_cls: 2.3141, loss: 3.6296, grad_norm: 6.7556 2021-07-05 06:15:42,657 - mmaction - INFO - Epoch [49][2800/3757] lr: 1.000e-02, eta: 4 days, 17:48:27, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2686, top1_acc: 0.5062, top5_acc: 0.7547, loss_cls: 2.1422, loss: 3.4108, grad_norm: 6.6548 2021-07-05 06:16:04,401 - mmaction - INFO - Epoch [49][2820/3757] lr: 1.000e-02, eta: 4 days, 17:48:06, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.3313, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.2810, loss: 3.6123, grad_norm: 6.8974 2021-07-05 06:16:25,751 - mmaction - INFO - Epoch [49][2840/3757] lr: 1.000e-02, eta: 4 days, 17:47:44, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2739, top1_acc: 0.5141, top5_acc: 0.7344, loss_cls: 2.1633, loss: 3.4372, grad_norm: 6.7689 2021-07-05 06:16:47,567 - mmaction - INFO - Epoch [49][2860/3757] lr: 1.000e-02, eta: 4 days, 17:47:23, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2865, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.1942, loss: 3.4807, grad_norm: 6.6752 2021-07-05 06:17:09,820 - mmaction - INFO - Epoch [49][2880/3757] lr: 1.000e-02, eta: 4 days, 17:47:03, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 1.3022, top1_acc: 0.5055, top5_acc: 0.7336, loss_cls: 2.2568, loss: 3.5590, grad_norm: 6.7778 2021-07-05 06:17:31,502 - mmaction - INFO - Epoch [49][2900/3757] lr: 1.000e-02, eta: 4 days, 17:46:42, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2690, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1498, loss: 3.4188, grad_norm: 6.5886 2021-07-05 06:17:53,648 - mmaction - INFO - Epoch [49][2920/3757] lr: 1.000e-02, eta: 4 days, 17:46:22, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.1096, loss: 3.3566, grad_norm: 6.7503 2021-07-05 06:18:14,994 - mmaction - INFO - Epoch [49][2940/3757] lr: 1.000e-02, eta: 4 days, 17:46:00, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2574, top1_acc: 0.5219, top5_acc: 0.7500, loss_cls: 2.1158, loss: 3.3733, grad_norm: 6.7210 2021-07-05 06:18:36,897 - mmaction - INFO - Epoch [49][2960/3757] lr: 1.000e-02, eta: 4 days, 17:45:39, time: 1.097, data_time: 0.005, memory: 6921, loss_aux: 1.2640, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.1472, loss: 3.4111, grad_norm: 6.7505 2021-07-05 06:18:58,380 - mmaction - INFO - Epoch [49][2980/3757] lr: 1.000e-02, eta: 4 days, 17:45:17, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2821, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2120, loss: 3.4942, grad_norm: 6.7339 2021-07-05 06:19:20,214 - mmaction - INFO - Epoch [49][3000/3757] lr: 1.000e-02, eta: 4 days, 17:44:56, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.3226, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.2407, loss: 3.5633, grad_norm: 6.7572 2021-07-05 06:19:41,256 - mmaction - INFO - Epoch [49][3020/3757] lr: 1.000e-02, eta: 4 days, 17:44:34, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3021, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.2998, loss: 3.6019, grad_norm: 6.9208 2021-07-05 06:20:03,419 - mmaction - INFO - Epoch [49][3040/3757] lr: 1.000e-02, eta: 4 days, 17:44:14, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.2705, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.2065, loss: 3.4770, grad_norm: 6.6389 2021-07-05 06:20:25,947 - mmaction - INFO - Epoch [49][3060/3757] lr: 1.000e-02, eta: 4 days, 17:43:54, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 1.2948, top1_acc: 0.5086, top5_acc: 0.7180, loss_cls: 2.2159, loss: 3.5107, grad_norm: 6.6362 2021-07-05 06:20:48,089 - mmaction - INFO - Epoch [49][3080/3757] lr: 1.000e-02, eta: 4 days, 17:43:34, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.2977, top1_acc: 0.4703, top5_acc: 0.7250, loss_cls: 2.2761, loss: 3.5738, grad_norm: 6.8966 2021-07-05 06:21:09,437 - mmaction - INFO - Epoch [49][3100/3757] lr: 1.000e-02, eta: 4 days, 17:43:12, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2164, top1_acc: 0.5312, top5_acc: 0.7562, loss_cls: 2.0560, loss: 3.2725, grad_norm: 6.6851 2021-07-05 06:21:30,715 - mmaction - INFO - Epoch [49][3120/3757] lr: 1.000e-02, eta: 4 days, 17:42:50, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3068, top1_acc: 0.4750, top5_acc: 0.7336, loss_cls: 2.2424, loss: 3.5492, grad_norm: 6.9551 2021-07-05 06:21:52,355 - mmaction - INFO - Epoch [49][3140/3757] lr: 1.000e-02, eta: 4 days, 17:42:28, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2736, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1723, loss: 3.4459, grad_norm: 6.8119 2021-07-05 06:22:13,973 - mmaction - INFO - Epoch [49][3160/3757] lr: 1.000e-02, eta: 4 days, 17:42:07, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2868, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.1790, loss: 3.4658, grad_norm: 6.6074 2021-07-05 06:22:36,109 - mmaction - INFO - Epoch [49][3180/3757] lr: 1.000e-02, eta: 4 days, 17:41:47, time: 1.105, data_time: 0.001, memory: 6921, loss_aux: 1.2929, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.2142, loss: 3.5071, grad_norm: 6.6938 2021-07-05 06:22:58,306 - mmaction - INFO - Epoch [49][3200/3757] lr: 1.000e-02, eta: 4 days, 17:41:27, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.2484, top1_acc: 0.5156, top5_acc: 0.7328, loss_cls: 2.1584, loss: 3.4068, grad_norm: 6.8171 2021-07-05 06:23:19,495 - mmaction - INFO - Epoch [49][3220/3757] lr: 1.000e-02, eta: 4 days, 17:41:04, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2581, top1_acc: 0.5234, top5_acc: 0.7359, loss_cls: 2.1315, loss: 3.3896, grad_norm: 6.5686 2021-07-05 06:23:41,767 - mmaction - INFO - Epoch [49][3240/3757] lr: 1.000e-02, eta: 4 days, 17:40:44, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 1.3257, top1_acc: 0.4969, top5_acc: 0.7266, loss_cls: 2.2325, loss: 3.5582, grad_norm: 6.7983 2021-07-05 06:24:04,346 - mmaction - INFO - Epoch [49][3260/3757] lr: 1.000e-02, eta: 4 days, 17:40:25, time: 1.129, data_time: 0.003, memory: 6921, loss_aux: 1.2696, top1_acc: 0.5031, top5_acc: 0.7242, loss_cls: 2.1664, loss: 3.4360, grad_norm: 6.6043 2021-07-05 06:24:26,022 - mmaction - INFO - Epoch [49][3280/3757] lr: 1.000e-02, eta: 4 days, 17:40:04, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2963, top1_acc: 0.4984, top5_acc: 0.7227, loss_cls: 2.2434, loss: 3.5397, grad_norm: 6.7729 2021-07-05 06:24:47,201 - mmaction - INFO - Epoch [49][3300/3757] lr: 1.000e-02, eta: 4 days, 17:39:41, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2688, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1859, loss: 3.4547, grad_norm: 6.9450 2021-07-05 06:25:08,761 - mmaction - INFO - Epoch [49][3320/3757] lr: 1.000e-02, eta: 4 days, 17:39:20, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2132, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0711, loss: 3.2843, grad_norm: 6.7474 2021-07-05 06:25:30,167 - mmaction - INFO - Epoch [49][3340/3757] lr: 1.000e-02, eta: 4 days, 17:38:58, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2281, top1_acc: 0.5266, top5_acc: 0.7406, loss_cls: 2.0935, loss: 3.3215, grad_norm: 6.5415 2021-07-05 06:25:52,661 - mmaction - INFO - Epoch [49][3360/3757] lr: 1.000e-02, eta: 4 days, 17:38:38, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 1.3208, top1_acc: 0.4828, top5_acc: 0.7094, loss_cls: 2.2598, loss: 3.5806, grad_norm: 6.8295 2021-07-05 06:26:14,936 - mmaction - INFO - Epoch [49][3380/3757] lr: 1.000e-02, eta: 4 days, 17:38:18, time: 1.115, data_time: 0.005, memory: 6921, loss_aux: 1.2817, top1_acc: 0.5016, top5_acc: 0.7273, loss_cls: 2.1796, loss: 3.4613, grad_norm: 6.7478 2021-07-05 06:26:36,501 - mmaction - INFO - Epoch [49][3400/3757] lr: 1.000e-02, eta: 4 days, 17:37:57, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2622, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1643, loss: 3.4266, grad_norm: 6.6680 2021-07-05 06:26:58,914 - mmaction - INFO - Epoch [49][3420/3757] lr: 1.000e-02, eta: 4 days, 17:37:37, time: 1.121, data_time: 0.002, memory: 6921, loss_aux: 1.2782, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.2167, loss: 3.4948, grad_norm: 6.8355 2021-07-05 06:27:20,013 - mmaction - INFO - Epoch [49][3440/3757] lr: 1.000e-02, eta: 4 days, 17:37:15, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2964, top1_acc: 0.4891, top5_acc: 0.7375, loss_cls: 2.2116, loss: 3.5079, grad_norm: 6.9901 2021-07-05 06:27:42,349 - mmaction - INFO - Epoch [49][3460/3757] lr: 1.000e-02, eta: 4 days, 17:36:55, time: 1.115, data_time: 0.032, memory: 6921, loss_aux: 1.2793, top1_acc: 0.5039, top5_acc: 0.7305, loss_cls: 2.1755, loss: 3.4548, grad_norm: 6.8150 2021-07-05 06:28:04,035 - mmaction - INFO - Epoch [49][3480/3757] lr: 1.000e-02, eta: 4 days, 17:36:34, time: 1.086, data_time: 0.037, memory: 6921, loss_aux: 1.2725, top1_acc: 0.5109, top5_acc: 0.7250, loss_cls: 2.1469, loss: 3.4193, grad_norm: 6.6684 2021-07-05 06:28:25,008 - mmaction - INFO - Epoch [49][3500/3757] lr: 1.000e-02, eta: 4 days, 17:36:11, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.3306, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.3331, loss: 3.6637, grad_norm: 6.7302 2021-07-05 06:28:47,457 - mmaction - INFO - Epoch [49][3520/3757] lr: 1.000e-02, eta: 4 days, 17:35:51, time: 1.121, data_time: 0.004, memory: 6921, loss_aux: 1.2567, top1_acc: 0.4953, top5_acc: 0.7289, loss_cls: 2.1569, loss: 3.4136, grad_norm: 6.5812 2021-07-05 06:29:08,675 - mmaction - INFO - Epoch [49][3540/3757] lr: 1.000e-02, eta: 4 days, 17:35:29, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3040, top1_acc: 0.5023, top5_acc: 0.7172, loss_cls: 2.2213, loss: 3.5254, grad_norm: 6.7457 2021-07-05 06:29:31,383 - mmaction - INFO - Epoch [49][3560/3757] lr: 1.000e-02, eta: 4 days, 17:35:10, time: 1.135, data_time: 0.001, memory: 6921, loss_aux: 1.3246, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2691, loss: 3.5937, grad_norm: 6.8241 2021-07-05 06:29:52,755 - mmaction - INFO - Epoch [49][3580/3757] lr: 1.000e-02, eta: 4 days, 17:34:48, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3447, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.3153, loss: 3.6600, grad_norm: 6.8534 2021-07-05 06:30:13,990 - mmaction - INFO - Epoch [49][3600/3757] lr: 1.000e-02, eta: 4 days, 17:34:26, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2866, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2420, loss: 3.5286, grad_norm: 6.7579 2021-07-05 06:30:36,139 - mmaction - INFO - Epoch [49][3620/3757] lr: 1.000e-02, eta: 4 days, 17:34:05, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.2884, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.1707, loss: 3.4591, grad_norm: 6.5557 2021-07-05 06:30:57,369 - mmaction - INFO - Epoch [49][3640/3757] lr: 1.000e-02, eta: 4 days, 17:33:43, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2877, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.2162, loss: 3.5039, grad_norm: 6.7791 2021-07-05 06:31:20,350 - mmaction - INFO - Epoch [49][3660/3757] lr: 1.000e-02, eta: 4 days, 17:33:25, time: 1.148, data_time: 0.002, memory: 6921, loss_aux: 1.3420, top1_acc: 0.4883, top5_acc: 0.7070, loss_cls: 2.3464, loss: 3.6885, grad_norm: 6.5910 2021-07-05 06:31:41,437 - mmaction - INFO - Epoch [49][3680/3757] lr: 1.000e-02, eta: 4 days, 17:33:02, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2534, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1564, loss: 3.4098, grad_norm: 6.6998 2021-07-05 06:32:03,233 - mmaction - INFO - Epoch [49][3700/3757] lr: 1.000e-02, eta: 4 days, 17:32:41, time: 1.089, data_time: 0.001, memory: 6921, loss_aux: 1.3072, top1_acc: 0.4984, top5_acc: 0.7125, loss_cls: 2.2809, loss: 3.5880, grad_norm: 6.8320 2021-07-05 06:32:24,801 - mmaction - INFO - Epoch [49][3720/3757] lr: 1.000e-02, eta: 4 days, 17:32:20, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2620, top1_acc: 0.5133, top5_acc: 0.7344, loss_cls: 2.1564, loss: 3.4184, grad_norm: 6.7884 2021-07-05 06:32:47,405 - mmaction - INFO - Epoch [49][3740/3757] lr: 1.000e-02, eta: 4 days, 17:32:00, time: 1.130, data_time: 0.002, memory: 6921, loss_aux: 1.2941, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2494, loss: 3.5435, grad_norm: 6.8438 2021-07-05 06:33:05,790 - mmaction - INFO - Saving checkpoint at 49 epochs 2021-07-05 06:34:09,553 - mmaction - INFO - Epoch [50][20/3757] lr: 1.000e-02, eta: 4 days, 17:32:07, time: 3.113, data_time: 2.071, memory: 6921, loss_aux: 1.2534, top1_acc: 0.4930, top5_acc: 0.7320, loss_cls: 2.1599, loss: 3.4133, grad_norm: 6.9328 2021-07-05 06:34:31,707 - mmaction - INFO - Epoch [50][40/3757] lr: 1.000e-02, eta: 4 days, 17:31:46, time: 1.109, data_time: 0.063, memory: 6921, loss_aux: 1.2995, top1_acc: 0.4773, top5_acc: 0.7219, loss_cls: 2.2621, loss: 3.5616, grad_norm: 7.0053 2021-07-05 06:34:54,632 - mmaction - INFO - Epoch [50][60/3757] lr: 1.000e-02, eta: 4 days, 17:31:28, time: 1.147, data_time: 0.003, memory: 6921, loss_aux: 1.2603, top1_acc: 0.5203, top5_acc: 0.7352, loss_cls: 2.1392, loss: 3.3996, grad_norm: 6.6050 2021-07-05 06:35:16,031 - mmaction - INFO - Epoch [50][80/3757] lr: 1.000e-02, eta: 4 days, 17:31:06, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2604, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1209, loss: 3.3813, grad_norm: 6.8674 2021-07-05 06:35:38,873 - mmaction - INFO - Epoch [50][100/3757] lr: 1.000e-02, eta: 4 days, 17:30:47, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 1.2690, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1475, loss: 3.4165, grad_norm: 6.7193 2021-07-05 06:35:59,950 - mmaction - INFO - Epoch [50][120/3757] lr: 1.000e-02, eta: 4 days, 17:30:25, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.2670, top1_acc: 0.4914, top5_acc: 0.7219, loss_cls: 2.2018, loss: 3.4688, grad_norm: 6.7802 2021-07-05 06:36:21,236 - mmaction - INFO - Epoch [50][140/3757] lr: 1.000e-02, eta: 4 days, 17:30:02, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2825, top1_acc: 0.4977, top5_acc: 0.7484, loss_cls: 2.1938, loss: 3.4764, grad_norm: 6.9886 2021-07-05 06:36:45,244 - mmaction - INFO - Epoch [50][160/3757] lr: 1.000e-02, eta: 4 days, 17:29:46, time: 1.201, data_time: 0.004, memory: 6921, loss_aux: 1.2845, top1_acc: 0.4789, top5_acc: 0.7320, loss_cls: 2.2186, loss: 3.5031, grad_norm: 6.8120 2021-07-05 06:37:06,446 - mmaction - INFO - Epoch [50][180/3757] lr: 1.000e-02, eta: 4 days, 17:29:24, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2604, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.1711, loss: 3.4315, grad_norm: 6.6494 2021-07-05 06:37:28,997 - mmaction - INFO - Epoch [50][200/3757] lr: 1.000e-02, eta: 4 days, 17:29:04, time: 1.128, data_time: 0.002, memory: 6921, loss_aux: 1.2468, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1273, loss: 3.3741, grad_norm: 6.8249 2021-07-05 06:37:50,603 - mmaction - INFO - Epoch [50][220/3757] lr: 1.000e-02, eta: 4 days, 17:28:43, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 1.2320, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.1001, loss: 3.3322, grad_norm: 6.7965 2021-07-05 06:38:12,416 - mmaction - INFO - Epoch [50][240/3757] lr: 1.000e-02, eta: 4 days, 17:28:22, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2562, top1_acc: 0.4898, top5_acc: 0.7242, loss_cls: 2.1857, loss: 3.4420, grad_norm: 6.8497 2021-07-05 06:38:36,153 - mmaction - INFO - Epoch [50][260/3757] lr: 1.000e-02, eta: 4 days, 17:28:05, time: 1.188, data_time: 0.003, memory: 6921, loss_aux: 1.2964, top1_acc: 0.5039, top5_acc: 0.7172, loss_cls: 2.2033, loss: 3.4997, grad_norm: 6.7502 2021-07-05 06:38:57,007 - mmaction - INFO - Epoch [50][280/3757] lr: 1.000e-02, eta: 4 days, 17:27:42, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2681, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.1371, loss: 3.4052, grad_norm: 6.8204 2021-07-05 06:39:17,950 - mmaction - INFO - Epoch [50][300/3757] lr: 1.000e-02, eta: 4 days, 17:27:19, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 1.2412, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0856, loss: 3.3269, grad_norm: 6.7662 2021-07-05 06:39:39,719 - mmaction - INFO - Epoch [50][320/3757] lr: 1.000e-02, eta: 4 days, 17:26:58, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.2845, top1_acc: 0.5164, top5_acc: 0.7359, loss_cls: 2.1755, loss: 3.4600, grad_norm: 6.9379 2021-07-05 06:40:01,030 - mmaction - INFO - Epoch [50][340/3757] lr: 1.000e-02, eta: 4 days, 17:26:36, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2971, top1_acc: 0.5055, top5_acc: 0.7234, loss_cls: 2.2033, loss: 3.5004, grad_norm: 6.8061 2021-07-05 06:40:23,480 - mmaction - INFO - Epoch [50][360/3757] lr: 1.000e-02, eta: 4 days, 17:26:16, time: 1.124, data_time: 0.003, memory: 6921, loss_aux: 1.2746, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1905, loss: 3.4651, grad_norm: 6.7807 2021-07-05 06:40:45,451 - mmaction - INFO - Epoch [50][380/3757] lr: 1.000e-02, eta: 4 days, 17:25:56, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 1.1979, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 2.0128, loss: 3.2106, grad_norm: 6.4555 2021-07-05 06:41:07,939 - mmaction - INFO - Epoch [50][400/3757] lr: 1.000e-02, eta: 4 days, 17:25:36, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 1.2929, top1_acc: 0.5141, top5_acc: 0.7156, loss_cls: 2.1992, loss: 3.4920, grad_norm: 6.8511 2021-07-05 06:41:29,429 - mmaction - INFO - Epoch [50][420/3757] lr: 1.000e-02, eta: 4 days, 17:25:14, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.2271, top1_acc: 0.5188, top5_acc: 0.7484, loss_cls: 2.1030, loss: 3.3301, grad_norm: 6.7485 2021-07-05 06:41:51,780 - mmaction - INFO - Epoch [50][440/3757] lr: 1.000e-02, eta: 4 days, 17:24:54, time: 1.116, data_time: 0.002, memory: 6921, loss_aux: 1.2986, top1_acc: 0.4844, top5_acc: 0.7266, loss_cls: 2.2378, loss: 3.5364, grad_norm: 6.8482 2021-07-05 06:42:14,331 - mmaction - INFO - Epoch [50][460/3757] lr: 1.000e-02, eta: 4 days, 17:24:35, time: 1.130, data_time: 0.006, memory: 6921, loss_aux: 1.3115, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.2558, loss: 3.5673, grad_norm: 6.8633 2021-07-05 06:42:35,349 - mmaction - INFO - Epoch [50][480/3757] lr: 1.000e-02, eta: 4 days, 17:24:12, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2975, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.2072, loss: 3.5047, grad_norm: 6.8276 2021-07-05 06:42:56,421 - mmaction - INFO - Epoch [50][500/3757] lr: 1.000e-02, eta: 4 days, 17:23:50, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3002, top1_acc: 0.4828, top5_acc: 0.7133, loss_cls: 2.2654, loss: 3.5656, grad_norm: 6.9337 2021-07-05 06:43:19,326 - mmaction - INFO - Epoch [50][520/3757] lr: 1.000e-02, eta: 4 days, 17:23:31, time: 1.145, data_time: 0.004, memory: 6921, loss_aux: 1.2998, top1_acc: 0.4977, top5_acc: 0.7203, loss_cls: 2.2643, loss: 3.5640, grad_norm: 6.7446 2021-07-05 06:43:40,600 - mmaction - INFO - Epoch [50][540/3757] lr: 1.000e-02, eta: 4 days, 17:23:09, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2791, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1892, loss: 3.4683, grad_norm: 6.6438 2021-07-05 06:44:02,488 - mmaction - INFO - Epoch [50][560/3757] lr: 1.000e-02, eta: 4 days, 17:22:48, time: 1.094, data_time: 0.029, memory: 6921, loss_aux: 1.2552, top1_acc: 0.5148, top5_acc: 0.7359, loss_cls: 2.1301, loss: 3.3853, grad_norm: 6.5280 2021-07-05 06:44:24,155 - mmaction - INFO - Epoch [50][580/3757] lr: 1.000e-02, eta: 4 days, 17:22:27, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2244, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1335, loss: 3.3580, grad_norm: 6.7157 2021-07-05 06:44:45,693 - mmaction - INFO - Epoch [50][600/3757] lr: 1.000e-02, eta: 4 days, 17:22:05, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.3280, top1_acc: 0.4813, top5_acc: 0.7094, loss_cls: 2.2666, loss: 3.5946, grad_norm: 6.6787 2021-07-05 06:45:08,264 - mmaction - INFO - Epoch [50][620/3757] lr: 1.000e-02, eta: 4 days, 17:21:46, time: 1.129, data_time: 0.001, memory: 6921, loss_aux: 1.2703, top1_acc: 0.5156, top5_acc: 0.7297, loss_cls: 2.1518, loss: 3.4221, grad_norm: 6.6516 2021-07-05 06:45:30,332 - mmaction - INFO - Epoch [50][640/3757] lr: 1.000e-02, eta: 4 days, 17:21:25, time: 1.102, data_time: 0.001, memory: 6921, loss_aux: 1.2559, top1_acc: 0.5086, top5_acc: 0.7555, loss_cls: 2.1120, loss: 3.3679, grad_norm: 6.8790 2021-07-05 06:45:52,059 - mmaction - INFO - Epoch [50][660/3757] lr: 1.000e-02, eta: 4 days, 17:21:04, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2660, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1755, loss: 3.4415, grad_norm: 6.9593 2021-07-05 06:46:14,252 - mmaction - INFO - Epoch [50][680/3757] lr: 1.000e-02, eta: 4 days, 17:20:44, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.2735, top1_acc: 0.4852, top5_acc: 0.7328, loss_cls: 2.1961, loss: 3.4696, grad_norm: 6.7219 2021-07-05 06:46:36,208 - mmaction - INFO - Epoch [50][700/3757] lr: 1.000e-02, eta: 4 days, 17:20:23, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.3059, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2113, loss: 3.5172, grad_norm: 6.9368 2021-07-05 06:46:58,667 - mmaction - INFO - Epoch [50][720/3757] lr: 1.000e-02, eta: 4 days, 17:20:04, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.3157, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2588, loss: 3.5744, grad_norm: 6.9193 2021-07-05 06:47:20,530 - mmaction - INFO - Epoch [50][740/3757] lr: 1.000e-02, eta: 4 days, 17:19:43, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2761, top1_acc: 0.4883, top5_acc: 0.7422, loss_cls: 2.1929, loss: 3.4690, grad_norm: 6.8396 2021-07-05 06:47:41,735 - mmaction - INFO - Epoch [50][760/3757] lr: 1.000e-02, eta: 4 days, 17:19:20, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3421, top1_acc: 0.5000, top5_acc: 0.7266, loss_cls: 2.2812, loss: 3.6233, grad_norm: 6.7766 2021-07-05 06:48:03,487 - mmaction - INFO - Epoch [50][780/3757] lr: 1.000e-02, eta: 4 days, 17:18:59, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2344, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0860, loss: 3.3204, grad_norm: 6.6677 2021-07-05 06:48:25,157 - mmaction - INFO - Epoch [50][800/3757] lr: 1.000e-02, eta: 4 days, 17:18:38, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2692, top1_acc: 0.5203, top5_acc: 0.7367, loss_cls: 2.1517, loss: 3.4209, grad_norm: 6.6616 2021-07-05 06:48:47,310 - mmaction - INFO - Epoch [50][820/3757] lr: 1.000e-02, eta: 4 days, 17:18:18, time: 1.109, data_time: 0.006, memory: 6921, loss_aux: 1.3211, top1_acc: 0.4953, top5_acc: 0.7172, loss_cls: 2.2488, loss: 3.5699, grad_norm: 6.8999 2021-07-05 06:49:08,331 - mmaction - INFO - Epoch [50][840/3757] lr: 1.000e-02, eta: 4 days, 17:17:55, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3417, top1_acc: 0.5070, top5_acc: 0.7148, loss_cls: 2.2560, loss: 3.5977, grad_norm: 6.8796 2021-07-05 06:49:31,358 - mmaction - INFO - Epoch [50][860/3757] lr: 1.000e-02, eta: 4 days, 17:17:37, time: 1.152, data_time: 0.003, memory: 6921, loss_aux: 1.2469, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1382, loss: 3.3851, grad_norm: 6.6057 2021-07-05 06:49:52,626 - mmaction - INFO - Epoch [50][880/3757] lr: 1.000e-02, eta: 4 days, 17:17:14, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3395, top1_acc: 0.4695, top5_acc: 0.6906, loss_cls: 2.3758, loss: 3.7153, grad_norm: 6.7926 2021-07-05 06:50:13,873 - mmaction - INFO - Epoch [50][900/3757] lr: 1.000e-02, eta: 4 days, 17:16:52, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2521, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1897, loss: 3.4419, grad_norm: 6.6314 2021-07-05 06:50:35,464 - mmaction - INFO - Epoch [50][920/3757] lr: 1.000e-02, eta: 4 days, 17:16:31, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2796, top1_acc: 0.5125, top5_acc: 0.7227, loss_cls: 2.1980, loss: 3.4776, grad_norm: 6.8699 2021-07-05 06:50:57,801 - mmaction - INFO - Epoch [50][940/3757] lr: 1.000e-02, eta: 4 days, 17:16:11, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.2818, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.1984, loss: 3.4802, grad_norm: 6.7157 2021-07-05 06:51:20,336 - mmaction - INFO - Epoch [50][960/3757] lr: 1.000e-02, eta: 4 days, 17:15:51, time: 1.126, data_time: 0.004, memory: 6921, loss_aux: 1.2830, top1_acc: 0.5125, top5_acc: 0.7258, loss_cls: 2.1669, loss: 3.4499, grad_norm: 6.7848 2021-07-05 06:51:41,710 - mmaction - INFO - Epoch [50][980/3757] lr: 1.000e-02, eta: 4 days, 17:15:29, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2609, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1363, loss: 3.3972, grad_norm: 6.6106 2021-07-05 06:52:04,174 - mmaction - INFO - Epoch [50][1000/3757] lr: 1.000e-02, eta: 4 days, 17:15:10, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 1.2672, top1_acc: 0.5023, top5_acc: 0.7227, loss_cls: 2.1658, loss: 3.4330, grad_norm: 6.6740 2021-07-05 06:52:25,300 - mmaction - INFO - Epoch [50][1020/3757] lr: 1.000e-02, eta: 4 days, 17:14:47, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2484, top1_acc: 0.5062, top5_acc: 0.7445, loss_cls: 2.1325, loss: 3.3809, grad_norm: 6.7555 2021-07-05 06:52:46,704 - mmaction - INFO - Epoch [50][1040/3757] lr: 1.000e-02, eta: 4 days, 17:14:26, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2581, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.1343, loss: 3.3924, grad_norm: 6.5856 2021-07-05 06:53:09,461 - mmaction - INFO - Epoch [50][1060/3757] lr: 1.000e-02, eta: 4 days, 17:14:07, time: 1.140, data_time: 0.005, memory: 6921, loss_aux: 1.3060, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.2305, loss: 3.5365, grad_norm: 6.7275 2021-07-05 06:53:31,082 - mmaction - INFO - Epoch [50][1080/3757] lr: 1.000e-02, eta: 4 days, 17:13:45, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.2271, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.0998, loss: 3.3269, grad_norm: 6.6317 2021-07-05 06:53:53,093 - mmaction - INFO - Epoch [50][1100/3757] lr: 1.000e-02, eta: 4 days, 17:13:25, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2790, top1_acc: 0.5102, top5_acc: 0.7289, loss_cls: 2.2038, loss: 3.4828, grad_norm: 6.7638 2021-07-05 06:54:14,412 - mmaction - INFO - Epoch [50][1120/3757] lr: 1.000e-02, eta: 4 days, 17:13:03, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2545, top1_acc: 0.5102, top5_acc: 0.7398, loss_cls: 2.1477, loss: 3.4022, grad_norm: 6.5814 2021-07-05 06:54:36,454 - mmaction - INFO - Epoch [50][1140/3757] lr: 1.000e-02, eta: 4 days, 17:12:42, time: 1.102, data_time: 0.006, memory: 6921, loss_aux: 1.3422, top1_acc: 0.4719, top5_acc: 0.6992, loss_cls: 2.2929, loss: 3.6351, grad_norm: 6.8472 2021-07-05 06:54:58,545 - mmaction - INFO - Epoch [50][1160/3757] lr: 1.000e-02, eta: 4 days, 17:12:22, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.2669, top1_acc: 0.5164, top5_acc: 0.7469, loss_cls: 2.1395, loss: 3.4064, grad_norm: 6.7268 2021-07-05 06:55:20,468 - mmaction - INFO - Epoch [50][1180/3757] lr: 1.000e-02, eta: 4 days, 17:12:01, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.2283, loss: 3.5252, grad_norm: 6.8019 2021-07-05 06:55:42,782 - mmaction - INFO - Epoch [50][1200/3757] lr: 1.000e-02, eta: 4 days, 17:11:41, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.3077, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.2374, loss: 3.5451, grad_norm: 6.9327 2021-07-05 06:56:05,235 - mmaction - INFO - Epoch [50][1220/3757] lr: 1.000e-02, eta: 4 days, 17:11:21, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 1.2817, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2008, loss: 3.4825, grad_norm: 6.8836 2021-07-05 06:56:26,410 - mmaction - INFO - Epoch [50][1240/3757] lr: 1.000e-02, eta: 4 days, 17:10:59, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3627, top1_acc: 0.4648, top5_acc: 0.7023, loss_cls: 2.3809, loss: 3.7436, grad_norm: 6.9456 2021-07-05 06:56:48,275 - mmaction - INFO - Epoch [50][1260/3757] lr: 1.000e-02, eta: 4 days, 17:10:38, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.2789, top1_acc: 0.5070, top5_acc: 0.7203, loss_cls: 2.2021, loss: 3.4810, grad_norm: 6.6153 2021-07-05 06:57:10,232 - mmaction - INFO - Epoch [50][1280/3757] lr: 1.000e-02, eta: 4 days, 17:10:17, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.2500, top1_acc: 0.5234, top5_acc: 0.7484, loss_cls: 2.1632, loss: 3.4132, grad_norm: 6.6221 2021-07-05 06:57:32,867 - mmaction - INFO - Epoch [50][1300/3757] lr: 1.000e-02, eta: 4 days, 17:09:58, time: 1.133, data_time: 0.003, memory: 6921, loss_aux: 1.2509, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1469, loss: 3.3977, grad_norm: 6.5498 2021-07-05 06:57:54,121 - mmaction - INFO - Epoch [50][1320/3757] lr: 1.000e-02, eta: 4 days, 17:09:36, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3110, top1_acc: 0.5039, top5_acc: 0.7125, loss_cls: 2.2227, loss: 3.5337, grad_norm: 6.9254 2021-07-05 06:58:16,664 - mmaction - INFO - Epoch [50][1340/3757] lr: 1.000e-02, eta: 4 days, 17:09:16, time: 1.128, data_time: 0.015, memory: 6921, loss_aux: 1.2546, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.1629, loss: 3.4175, grad_norm: 6.8460 2021-07-05 06:58:38,931 - mmaction - INFO - Epoch [50][1360/3757] lr: 1.000e-02, eta: 4 days, 17:08:56, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.3073, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2196, loss: 3.5270, grad_norm: 6.9346 2021-07-05 06:58:59,952 - mmaction - INFO - Epoch [50][1380/3757] lr: 1.000e-02, eta: 4 days, 17:08:34, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3013, top1_acc: 0.5031, top5_acc: 0.7227, loss_cls: 2.1955, loss: 3.4968, grad_norm: 6.9214 2021-07-05 06:59:21,262 - mmaction - INFO - Epoch [50][1400/3757] lr: 1.000e-02, eta: 4 days, 17:08:11, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3062, top1_acc: 0.4891, top5_acc: 0.7195, loss_cls: 2.2509, loss: 3.5571, grad_norm: 6.9056 2021-07-05 06:59:42,969 - mmaction - INFO - Epoch [50][1420/3757] lr: 1.000e-02, eta: 4 days, 17:07:50, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2264, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1030, loss: 3.3295, grad_norm: 6.7395 2021-07-05 07:00:05,640 - mmaction - INFO - Epoch [50][1440/3757] lr: 1.000e-02, eta: 4 days, 17:07:31, time: 1.133, data_time: 0.004, memory: 6921, loss_aux: 1.2606, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.2019, loss: 3.4625, grad_norm: 6.9514 2021-07-05 07:00:27,458 - mmaction - INFO - Epoch [50][1460/3757] lr: 1.000e-02, eta: 4 days, 17:07:10, time: 1.092, data_time: 0.006, memory: 6921, loss_aux: 1.2792, top1_acc: 0.5109, top5_acc: 0.7430, loss_cls: 2.1333, loss: 3.4125, grad_norm: 6.7186 2021-07-05 07:00:49,717 - mmaction - INFO - Epoch [50][1480/3757] lr: 1.000e-02, eta: 4 days, 17:06:50, time: 1.113, data_time: 0.048, memory: 6921, loss_aux: 1.2331, top1_acc: 0.4984, top5_acc: 0.7523, loss_cls: 2.1353, loss: 3.3684, grad_norm: 6.7390 2021-07-05 07:01:11,262 - mmaction - INFO - Epoch [50][1500/3757] lr: 1.000e-02, eta: 4 days, 17:06:28, time: 1.076, data_time: 0.017, memory: 6921, loss_aux: 1.3375, top1_acc: 0.4562, top5_acc: 0.7242, loss_cls: 2.3142, loss: 3.6517, grad_norm: 6.9623 2021-07-05 07:01:33,553 - mmaction - INFO - Epoch [50][1520/3757] lr: 1.000e-02, eta: 4 days, 17:06:08, time: 1.116, data_time: 0.068, memory: 6921, loss_aux: 1.2659, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.1822, loss: 3.4482, grad_norm: 6.7320 2021-07-05 07:01:55,843 - mmaction - INFO - Epoch [50][1540/3757] lr: 1.000e-02, eta: 4 days, 17:05:48, time: 1.113, data_time: 0.078, memory: 6921, loss_aux: 1.3090, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.2493, loss: 3.5583, grad_norm: 6.8348 2021-07-05 07:02:17,176 - mmaction - INFO - Epoch [50][1560/3757] lr: 1.000e-02, eta: 4 days, 17:05:26, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3116, top1_acc: 0.4859, top5_acc: 0.7086, loss_cls: 2.2778, loss: 3.5894, grad_norm: 6.8245 2021-07-05 07:02:39,110 - mmaction - INFO - Epoch [50][1580/3757] lr: 1.000e-02, eta: 4 days, 17:05:06, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.3157, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2257, loss: 3.5414, grad_norm: 6.6209 2021-07-05 07:03:00,992 - mmaction - INFO - Epoch [50][1600/3757] lr: 1.000e-02, eta: 4 days, 17:04:45, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2930, top1_acc: 0.4984, top5_acc: 0.7359, loss_cls: 2.2030, loss: 3.4960, grad_norm: 6.8190 2021-07-05 07:03:22,603 - mmaction - INFO - Epoch [50][1620/3757] lr: 1.000e-02, eta: 4 days, 17:04:23, time: 1.080, data_time: 0.006, memory: 6921, loss_aux: 1.2562, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1343, loss: 3.3905, grad_norm: 6.6714 2021-07-05 07:03:44,410 - mmaction - INFO - Epoch [50][1640/3757] lr: 1.000e-02, eta: 4 days, 17:04:02, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2329, top1_acc: 0.5211, top5_acc: 0.7281, loss_cls: 2.1329, loss: 3.3658, grad_norm: 6.7128 2021-07-05 07:04:06,595 - mmaction - INFO - Epoch [50][1660/3757] lr: 1.000e-02, eta: 4 days, 17:03:42, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 1.2930, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2208, loss: 3.5138, grad_norm: 6.8924 2021-07-05 07:04:28,524 - mmaction - INFO - Epoch [50][1680/3757] lr: 1.000e-02, eta: 4 days, 17:03:21, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.3274, top1_acc: 0.4789, top5_acc: 0.7258, loss_cls: 2.3023, loss: 3.6297, grad_norm: 6.9622 2021-07-05 07:04:51,593 - mmaction - INFO - Epoch [50][1700/3757] lr: 1.000e-02, eta: 4 days, 17:03:03, time: 1.153, data_time: 0.005, memory: 6921, loss_aux: 1.3267, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2434, loss: 3.5700, grad_norm: 6.8115 2021-07-05 07:05:13,121 - mmaction - INFO - Epoch [50][1720/3757] lr: 1.000e-02, eta: 4 days, 17:02:41, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.3289, top1_acc: 0.4820, top5_acc: 0.7063, loss_cls: 2.3218, loss: 3.6507, grad_norm: 6.8683 2021-07-05 07:05:34,849 - mmaction - INFO - Epoch [50][1740/3757] lr: 1.000e-02, eta: 4 days, 17:02:20, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.3379, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.2817, loss: 3.6196, grad_norm: 6.6995 2021-07-05 07:05:56,330 - mmaction - INFO - Epoch [50][1760/3757] lr: 1.000e-02, eta: 4 days, 17:01:58, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2246, top1_acc: 0.5156, top5_acc: 0.7641, loss_cls: 2.0608, loss: 3.2854, grad_norm: 6.6142 2021-07-05 07:06:18,272 - mmaction - INFO - Epoch [50][1780/3757] lr: 1.000e-02, eta: 4 days, 17:01:38, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.3117, top1_acc: 0.4836, top5_acc: 0.7328, loss_cls: 2.2589, loss: 3.5706, grad_norm: 6.9520 2021-07-05 07:06:39,528 - mmaction - INFO - Epoch [50][1800/3757] lr: 1.000e-02, eta: 4 days, 17:01:15, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2231, top1_acc: 0.5164, top5_acc: 0.7375, loss_cls: 2.0843, loss: 3.3073, grad_norm: 6.6563 2021-07-05 07:07:01,845 - mmaction - INFO - Epoch [50][1820/3757] lr: 1.000e-02, eta: 4 days, 17:00:55, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 1.3225, top1_acc: 0.4914, top5_acc: 0.7188, loss_cls: 2.2347, loss: 3.5572, grad_norm: 6.9419 2021-07-05 07:07:24,639 - mmaction - INFO - Epoch [50][1840/3757] lr: 1.000e-02, eta: 4 days, 17:00:36, time: 1.140, data_time: 0.043, memory: 6921, loss_aux: 1.2448, top1_acc: 0.4984, top5_acc: 0.7273, loss_cls: 2.1908, loss: 3.4357, grad_norm: 6.7000 2021-07-05 07:07:46,564 - mmaction - INFO - Epoch [50][1860/3757] lr: 1.000e-02, eta: 4 days, 17:00:16, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.2294, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.1272, loss: 3.3565, grad_norm: 6.6270 2021-07-05 07:08:08,335 - mmaction - INFO - Epoch [50][1880/3757] lr: 1.000e-02, eta: 4 days, 16:59:55, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2558, top1_acc: 0.5188, top5_acc: 0.7391, loss_cls: 2.1217, loss: 3.3775, grad_norm: 6.7170 2021-07-05 07:08:30,673 - mmaction - INFO - Epoch [50][1900/3757] lr: 1.000e-02, eta: 4 days, 16:59:35, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.2911, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.2097, loss: 3.5008, grad_norm: 6.6472 2021-07-05 07:08:53,306 - mmaction - INFO - Epoch [50][1920/3757] lr: 1.000e-02, eta: 4 days, 16:59:15, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5062, top5_acc: 0.7273, loss_cls: 2.1552, loss: 3.4124, grad_norm: 6.5993 2021-07-05 07:09:14,481 - mmaction - INFO - Epoch [50][1940/3757] lr: 1.000e-02, eta: 4 days, 16:58:53, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2318, top1_acc: 0.5062, top5_acc: 0.7562, loss_cls: 2.1147, loss: 3.3465, grad_norm: 6.7815 2021-07-05 07:09:35,595 - mmaction - INFO - Epoch [50][1960/3757] lr: 1.000e-02, eta: 4 days, 16:58:31, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.2387, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1396, loss: 3.3783, grad_norm: 6.5856 2021-07-05 07:09:58,031 - mmaction - INFO - Epoch [50][1980/3757] lr: 1.000e-02, eta: 4 days, 16:58:11, time: 1.123, data_time: 0.002, memory: 6921, loss_aux: 1.2682, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.1934, loss: 3.4616, grad_norm: 6.6704 2021-07-05 07:10:20,505 - mmaction - INFO - Epoch [50][2000/3757] lr: 1.000e-02, eta: 4 days, 16:57:51, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 1.2913, top1_acc: 0.5094, top5_acc: 0.7203, loss_cls: 2.1989, loss: 3.4902, grad_norm: 6.7943 2021-07-05 07:10:42,119 - mmaction - INFO - Epoch [50][2020/3757] lr: 1.000e-02, eta: 4 days, 16:57:30, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.3526, top1_acc: 0.4922, top5_acc: 0.7070, loss_cls: 2.2962, loss: 3.6487, grad_norm: 6.7783 2021-07-05 07:11:04,289 - mmaction - INFO - Epoch [50][2040/3757] lr: 1.000e-02, eta: 4 days, 16:57:09, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.2370, top1_acc: 0.5195, top5_acc: 0.7297, loss_cls: 2.1360, loss: 3.3730, grad_norm: 6.4668 2021-07-05 07:11:26,302 - mmaction - INFO - Epoch [50][2060/3757] lr: 1.000e-02, eta: 4 days, 16:56:49, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2867, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1822, loss: 3.4690, grad_norm: 6.7495 2021-07-05 07:11:48,100 - mmaction - INFO - Epoch [50][2080/3757] lr: 1.000e-02, eta: 4 days, 16:56:28, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2901, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2202, loss: 3.5103, grad_norm: 6.8814 2021-07-05 07:12:10,143 - mmaction - INFO - Epoch [50][2100/3757] lr: 1.000e-02, eta: 4 days, 16:56:07, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.3004, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.1920, loss: 3.4924, grad_norm: 6.7947 2021-07-05 07:12:32,253 - mmaction - INFO - Epoch [50][2120/3757] lr: 1.000e-02, eta: 4 days, 16:55:47, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.2420, top1_acc: 0.5211, top5_acc: 0.7430, loss_cls: 2.0685, loss: 3.3106, grad_norm: 6.7982 2021-07-05 07:12:54,563 - mmaction - INFO - Epoch [50][2140/3757] lr: 1.000e-02, eta: 4 days, 16:55:27, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 1.2573, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1686, loss: 3.4258, grad_norm: 6.9044 2021-07-05 07:13:16,385 - mmaction - INFO - Epoch [50][2160/3757] lr: 1.000e-02, eta: 4 days, 16:55:06, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.2710, top1_acc: 0.5039, top5_acc: 0.7281, loss_cls: 2.2254, loss: 3.4963, grad_norm: 6.7252 2021-07-05 07:13:38,810 - mmaction - INFO - Epoch [50][2180/3757] lr: 1.000e-02, eta: 4 days, 16:54:46, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 1.3301, top1_acc: 0.5016, top5_acc: 0.7195, loss_cls: 2.2980, loss: 3.6281, grad_norm: 6.8670 2021-07-05 07:13:59,882 - mmaction - INFO - Epoch [50][2200/3757] lr: 1.000e-02, eta: 4 days, 16:54:23, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.2690, top1_acc: 0.5086, top5_acc: 0.7359, loss_cls: 2.1900, loss: 3.4589, grad_norm: 6.7904 2021-07-05 07:14:22,293 - mmaction - INFO - Epoch [50][2220/3757] lr: 1.000e-02, eta: 4 days, 16:54:04, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.2731, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.1906, loss: 3.4637, grad_norm: 6.8051 2021-07-05 07:14:44,612 - mmaction - INFO - Epoch [50][2240/3757] lr: 1.000e-02, eta: 4 days, 16:53:44, time: 1.115, data_time: 0.001, memory: 6921, loss_aux: 1.2742, top1_acc: 0.5242, top5_acc: 0.7430, loss_cls: 2.1767, loss: 3.4510, grad_norm: 6.8149 2021-07-05 07:15:06,694 - mmaction - INFO - Epoch [50][2260/3757] lr: 1.000e-02, eta: 4 days, 16:53:23, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2915, top1_acc: 0.5133, top5_acc: 0.7305, loss_cls: 2.1840, loss: 3.4755, grad_norm: 6.8538 2021-07-05 07:15:28,930 - mmaction - INFO - Epoch [50][2280/3757] lr: 1.000e-02, eta: 4 days, 16:53:03, time: 1.114, data_time: 0.006, memory: 6921, loss_aux: 1.2500, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.1089, loss: 3.3590, grad_norm: 6.7827 2021-07-05 07:15:51,512 - mmaction - INFO - Epoch [50][2300/3757] lr: 1.000e-02, eta: 4 days, 16:52:44, time: 1.127, data_time: 0.001, memory: 6921, loss_aux: 1.2932, top1_acc: 0.4828, top5_acc: 0.7242, loss_cls: 2.1973, loss: 3.4905, grad_norm: 6.8982 2021-07-05 07:16:14,115 - mmaction - INFO - Epoch [50][2320/3757] lr: 1.000e-02, eta: 4 days, 16:52:24, time: 1.133, data_time: 0.005, memory: 6921, loss_aux: 1.3239, top1_acc: 0.4852, top5_acc: 0.7094, loss_cls: 2.2998, loss: 3.6238, grad_norm: 6.9256 2021-07-05 07:16:35,000 - mmaction - INFO - Epoch [50][2340/3757] lr: 1.000e-02, eta: 4 days, 16:52:01, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2548, top1_acc: 0.5117, top5_acc: 0.7289, loss_cls: 2.1703, loss: 3.4251, grad_norm: 6.6807 2021-07-05 07:16:57,623 - mmaction - INFO - Epoch [50][2360/3757] lr: 1.000e-02, eta: 4 days, 16:51:42, time: 1.129, data_time: 0.003, memory: 6921, loss_aux: 1.2662, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.1870, loss: 3.4531, grad_norm: 6.6235 2021-07-05 07:17:19,850 - mmaction - INFO - Epoch [50][2380/3757] lr: 1.000e-02, eta: 4 days, 16:51:22, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 1.2504, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1256, loss: 3.3761, grad_norm: 6.6877 2021-07-05 07:17:40,961 - mmaction - INFO - Epoch [50][2400/3757] lr: 1.000e-02, eta: 4 days, 16:50:59, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2494, top1_acc: 0.4969, top5_acc: 0.7594, loss_cls: 2.0941, loss: 3.3435, grad_norm: 6.7052 2021-07-05 07:18:03,986 - mmaction - INFO - Epoch [50][2420/3757] lr: 1.000e-02, eta: 4 days, 16:50:41, time: 1.152, data_time: 0.003, memory: 6921, loss_aux: 1.3004, top1_acc: 0.4688, top5_acc: 0.7047, loss_cls: 2.2839, loss: 3.5843, grad_norm: 6.8319 2021-07-05 07:18:26,274 - mmaction - INFO - Epoch [50][2440/3757] lr: 1.000e-02, eta: 4 days, 16:50:21, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 1.2554, top1_acc: 0.5078, top5_acc: 0.7406, loss_cls: 2.1454, loss: 3.4008, grad_norm: 6.7103 2021-07-05 07:18:48,708 - mmaction - INFO - Epoch [50][2460/3757] lr: 1.000e-02, eta: 4 days, 16:50:01, time: 1.123, data_time: 0.010, memory: 6921, loss_aux: 1.2768, top1_acc: 0.4977, top5_acc: 0.7227, loss_cls: 2.2043, loss: 3.4811, grad_norm: 6.7569 2021-07-05 07:19:11,127 - mmaction - INFO - Epoch [50][2480/3757] lr: 1.000e-02, eta: 4 days, 16:49:41, time: 1.119, data_time: 0.066, memory: 6921, loss_aux: 1.2889, top1_acc: 0.4922, top5_acc: 0.7219, loss_cls: 2.2391, loss: 3.5280, grad_norm: 6.8083 2021-07-05 07:19:32,811 - mmaction - INFO - Epoch [50][2500/3757] lr: 1.000e-02, eta: 4 days, 16:49:20, time: 1.084, data_time: 0.027, memory: 6921, loss_aux: 1.2679, top1_acc: 0.5141, top5_acc: 0.7398, loss_cls: 2.1408, loss: 3.4087, grad_norm: 6.5260 2021-07-05 07:19:54,973 - mmaction - INFO - Epoch [50][2520/3757] lr: 1.000e-02, eta: 4 days, 16:49:00, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.2893, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.2107, loss: 3.5000, grad_norm: 6.8432 2021-07-05 07:20:17,733 - mmaction - INFO - Epoch [50][2540/3757] lr: 1.000e-02, eta: 4 days, 16:48:40, time: 1.139, data_time: 0.004, memory: 6921, loss_aux: 1.3002, top1_acc: 0.4961, top5_acc: 0.7172, loss_cls: 2.2737, loss: 3.5739, grad_norm: 6.8094 2021-07-05 07:20:38,844 - mmaction - INFO - Epoch [50][2560/3757] lr: 1.000e-02, eta: 4 days, 16:48:18, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3286, top1_acc: 0.4719, top5_acc: 0.6945, loss_cls: 2.3314, loss: 3.6600, grad_norm: 6.9505 2021-07-05 07:21:00,224 - mmaction - INFO - Epoch [50][2580/3757] lr: 1.000e-02, eta: 4 days, 16:47:56, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2800, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1950, loss: 3.4750, grad_norm: 6.6338 2021-07-05 07:21:24,539 - mmaction - INFO - Epoch [50][2600/3757] lr: 1.000e-02, eta: 4 days, 16:47:40, time: 1.216, data_time: 0.002, memory: 6921, loss_aux: 1.3129, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2460, loss: 3.5589, grad_norm: 6.8232 2021-07-05 07:21:46,551 - mmaction - INFO - Epoch [50][2620/3757] lr: 1.000e-02, eta: 4 days, 16:47:19, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2220, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.0935, loss: 3.3155, grad_norm: 6.5806 2021-07-05 07:22:07,781 - mmaction - INFO - Epoch [50][2640/3757] lr: 1.000e-02, eta: 4 days, 16:46:57, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3011, top1_acc: 0.4852, top5_acc: 0.7125, loss_cls: 2.2745, loss: 3.5756, grad_norm: 6.9700 2021-07-05 07:22:29,278 - mmaction - INFO - Epoch [50][2660/3757] lr: 1.000e-02, eta: 4 days, 16:46:36, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.3660, top1_acc: 0.4688, top5_acc: 0.6945, loss_cls: 2.3913, loss: 3.7573, grad_norm: 6.7116 2021-07-05 07:22:52,133 - mmaction - INFO - Epoch [50][2680/3757] lr: 1.000e-02, eta: 4 days, 16:46:17, time: 1.142, data_time: 0.002, memory: 6921, loss_aux: 1.2590, top1_acc: 0.5148, top5_acc: 0.7422, loss_cls: 2.1537, loss: 3.4127, grad_norm: 6.5762 2021-07-05 07:23:15,087 - mmaction - INFO - Epoch [50][2700/3757] lr: 1.000e-02, eta: 4 days, 16:45:58, time: 1.148, data_time: 0.002, memory: 6921, loss_aux: 1.3032, top1_acc: 0.5109, top5_acc: 0.7227, loss_cls: 2.2262, loss: 3.5294, grad_norm: 6.7009 2021-07-05 07:23:37,027 - mmaction - INFO - Epoch [50][2720/3757] lr: 1.000e-02, eta: 4 days, 16:45:37, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.2382, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1359, loss: 3.3740, grad_norm: 6.6219 2021-07-05 07:23:58,699 - mmaction - INFO - Epoch [50][2740/3757] lr: 1.000e-02, eta: 4 days, 16:45:16, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.2882, top1_acc: 0.4938, top5_acc: 0.7125, loss_cls: 2.2461, loss: 3.5344, grad_norm: 6.9070 2021-07-05 07:24:20,656 - mmaction - INFO - Epoch [50][2760/3757] lr: 1.000e-02, eta: 4 days, 16:44:55, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5070, top5_acc: 0.7266, loss_cls: 2.1537, loss: 3.4169, grad_norm: 6.7849 2021-07-05 07:24:43,395 - mmaction - INFO - Epoch [50][2780/3757] lr: 1.000e-02, eta: 4 days, 16:44:36, time: 1.136, data_time: 0.003, memory: 6921, loss_aux: 1.2515, top1_acc: 0.5094, top5_acc: 0.7609, loss_cls: 2.1302, loss: 3.3817, grad_norm: 6.7381 2021-07-05 07:25:06,203 - mmaction - INFO - Epoch [50][2800/3757] lr: 1.000e-02, eta: 4 days, 16:44:17, time: 1.142, data_time: 0.004, memory: 6921, loss_aux: 1.2363, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0619, loss: 3.2982, grad_norm: 6.6580 2021-07-05 07:25:27,236 - mmaction - INFO - Epoch [50][2820/3757] lr: 1.000e-02, eta: 4 days, 16:43:55, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2890, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2134, loss: 3.5024, grad_norm: 7.1633 2021-07-05 07:25:49,095 - mmaction - INFO - Epoch [50][2840/3757] lr: 1.000e-02, eta: 4 days, 16:43:34, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.2886, top1_acc: 0.4820, top5_acc: 0.7328, loss_cls: 2.2341, loss: 3.5227, grad_norm: 7.1043 2021-07-05 07:26:11,428 - mmaction - INFO - Epoch [50][2860/3757] lr: 1.000e-02, eta: 4 days, 16:43:14, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.2482, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1722, loss: 3.4204, grad_norm: 6.8221 2021-07-05 07:26:34,112 - mmaction - INFO - Epoch [50][2880/3757] lr: 1.000e-02, eta: 4 days, 16:42:54, time: 1.132, data_time: 0.004, memory: 6921, loss_aux: 1.3047, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2190, loss: 3.5237, grad_norm: 6.8512 2021-07-05 07:26:56,065 - mmaction - INFO - Epoch [50][2900/3757] lr: 1.000e-02, eta: 4 days, 16:42:34, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 1.2549, top1_acc: 0.5031, top5_acc: 0.7492, loss_cls: 2.1230, loss: 3.3779, grad_norm: 6.8044 2021-07-05 07:27:18,263 - mmaction - INFO - Epoch [50][2920/3757] lr: 1.000e-02, eta: 4 days, 16:42:13, time: 1.109, data_time: 0.024, memory: 6921, loss_aux: 1.2976, top1_acc: 0.4867, top5_acc: 0.7430, loss_cls: 2.2062, loss: 3.5038, grad_norm: 6.9114 2021-07-05 07:27:40,874 - mmaction - INFO - Epoch [50][2940/3757] lr: 1.000e-02, eta: 4 days, 16:41:54, time: 1.132, data_time: 0.003, memory: 6921, loss_aux: 1.2565, top1_acc: 0.5133, top5_acc: 0.7328, loss_cls: 2.1725, loss: 3.4290, grad_norm: 7.0259 2021-07-05 07:28:02,662 - mmaction - INFO - Epoch [50][2960/3757] lr: 1.000e-02, eta: 4 days, 16:41:33, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2891, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1674, loss: 3.4566, grad_norm: 6.7829 2021-07-05 07:28:24,999 - mmaction - INFO - Epoch [50][2980/3757] lr: 1.000e-02, eta: 4 days, 16:41:13, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 1.2740, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2281, loss: 3.5021, grad_norm: 6.7818 2021-07-05 07:28:47,434 - mmaction - INFO - Epoch [50][3000/3757] lr: 1.000e-02, eta: 4 days, 16:40:53, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 1.3306, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2484, loss: 3.5790, grad_norm: 6.7354 2021-07-05 07:29:08,796 - mmaction - INFO - Epoch [50][3020/3757] lr: 1.000e-02, eta: 4 days, 16:40:31, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.2545, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1249, loss: 3.3794, grad_norm: 6.7328 2021-07-05 07:29:31,051 - mmaction - INFO - Epoch [50][3040/3757] lr: 1.000e-02, eta: 4 days, 16:40:11, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.2356, top1_acc: 0.5266, top5_acc: 0.7453, loss_cls: 2.0981, loss: 3.3337, grad_norm: 6.6204 2021-07-05 07:29:54,485 - mmaction - INFO - Epoch [50][3060/3757] lr: 1.000e-02, eta: 4 days, 16:39:53, time: 1.174, data_time: 0.004, memory: 6921, loss_aux: 1.3070, top1_acc: 0.4906, top5_acc: 0.7172, loss_cls: 2.2214, loss: 3.5284, grad_norm: 6.7940 2021-07-05 07:30:15,844 - mmaction - INFO - Epoch [50][3080/3757] lr: 1.000e-02, eta: 4 days, 16:39:31, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2838, top1_acc: 0.5102, top5_acc: 0.7375, loss_cls: 2.1954, loss: 3.4793, grad_norm: 6.7138 2021-07-05 07:30:37,465 - mmaction - INFO - Epoch [50][3100/3757] lr: 1.000e-02, eta: 4 days, 16:39:10, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.2561, top1_acc: 0.5117, top5_acc: 0.7594, loss_cls: 2.1428, loss: 3.3989, grad_norm: 6.6419 2021-07-05 07:31:00,723 - mmaction - INFO - Epoch [50][3120/3757] lr: 1.000e-02, eta: 4 days, 16:38:52, time: 1.164, data_time: 0.002, memory: 6921, loss_aux: 1.3014, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2688, loss: 3.5702, grad_norm: 6.9869 2021-07-05 07:31:21,805 - mmaction - INFO - Epoch [50][3140/3757] lr: 1.000e-02, eta: 4 days, 16:38:29, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3129, top1_acc: 0.4914, top5_acc: 0.7195, loss_cls: 2.2641, loss: 3.5770, grad_norm: 6.7261 2021-07-05 07:31:43,193 - mmaction - INFO - Epoch [50][3160/3757] lr: 1.000e-02, eta: 4 days, 16:38:07, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2086, top1_acc: 0.5086, top5_acc: 0.7594, loss_cls: 2.0905, loss: 3.2991, grad_norm: 6.4973 2021-07-05 07:32:05,184 - mmaction - INFO - Epoch [50][3180/3757] lr: 1.000e-02, eta: 4 days, 16:37:47, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2622, top1_acc: 0.5133, top5_acc: 0.7336, loss_cls: 2.1770, loss: 3.4392, grad_norm: 6.8587 2021-07-05 07:32:29,176 - mmaction - INFO - Epoch [50][3200/3757] lr: 1.000e-02, eta: 4 days, 16:37:30, time: 1.200, data_time: 0.004, memory: 6921, loss_aux: 1.3135, top1_acc: 0.4852, top5_acc: 0.7148, loss_cls: 2.2429, loss: 3.5563, grad_norm: 6.9310 2021-07-05 07:32:50,134 - mmaction - INFO - Epoch [50][3220/3757] lr: 1.000e-02, eta: 4 days, 16:37:07, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2315, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1709, loss: 3.4024, grad_norm: 6.6956 2021-07-05 07:33:11,347 - mmaction - INFO - Epoch [50][3240/3757] lr: 1.000e-02, eta: 4 days, 16:36:45, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3046, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.2600, loss: 3.5646, grad_norm: 6.7142 2021-07-05 07:33:33,370 - mmaction - INFO - Epoch [50][3260/3757] lr: 1.000e-02, eta: 4 days, 16:36:24, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2821, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.2105, loss: 3.4926, grad_norm: 7.0621 2021-07-05 07:33:57,225 - mmaction - INFO - Epoch [50][3280/3757] lr: 1.000e-02, eta: 4 days, 16:36:08, time: 1.194, data_time: 0.111, memory: 6921, loss_aux: 1.2900, top1_acc: 0.4750, top5_acc: 0.7273, loss_cls: 2.2574, loss: 3.5474, grad_norm: 6.8884 2021-07-05 07:34:18,378 - mmaction - INFO - Epoch [50][3300/3757] lr: 1.000e-02, eta: 4 days, 16:35:45, time: 1.059, data_time: 0.016, memory: 6921, loss_aux: 1.2710, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1611, loss: 3.4321, grad_norm: 6.6099 2021-07-05 07:34:39,777 - mmaction - INFO - Epoch [50][3320/3757] lr: 1.000e-02, eta: 4 days, 16:35:23, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3093, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.2971, loss: 3.6064, grad_norm: 6.9512 2021-07-05 07:35:02,336 - mmaction - INFO - Epoch [50][3340/3757] lr: 1.000e-02, eta: 4 days, 16:35:04, time: 1.128, data_time: 0.004, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4781, top5_acc: 0.7164, loss_cls: 2.3093, loss: 3.6307, grad_norm: 6.9851 2021-07-05 07:35:25,074 - mmaction - INFO - Epoch [50][3360/3757] lr: 1.000e-02, eta: 4 days, 16:34:45, time: 1.136, data_time: 0.004, memory: 6921, loss_aux: 1.2794, top1_acc: 0.4805, top5_acc: 0.7406, loss_cls: 2.2089, loss: 3.4883, grad_norm: 6.6084 2021-07-05 07:35:46,184 - mmaction - INFO - Epoch [50][3380/3757] lr: 1.000e-02, eta: 4 days, 16:34:22, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2870, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.1958, loss: 3.4827, grad_norm: 6.6898 2021-07-05 07:36:07,470 - mmaction - INFO - Epoch [50][3400/3757] lr: 1.000e-02, eta: 4 days, 16:34:00, time: 1.062, data_time: 0.010, memory: 6921, loss_aux: 1.2982, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2554, loss: 3.5536, grad_norm: 6.7266 2021-07-05 07:36:30,387 - mmaction - INFO - Epoch [50][3420/3757] lr: 1.000e-02, eta: 4 days, 16:33:41, time: 1.148, data_time: 0.039, memory: 6921, loss_aux: 1.2736, top1_acc: 0.4875, top5_acc: 0.7383, loss_cls: 2.1876, loss: 3.4612, grad_norm: 6.7934 2021-07-05 07:36:54,160 - mmaction - INFO - Epoch [50][3440/3757] lr: 1.000e-02, eta: 4 days, 16:33:24, time: 1.190, data_time: 0.167, memory: 6921, loss_aux: 1.2779, top1_acc: 0.5078, top5_acc: 0.7266, loss_cls: 2.2170, loss: 3.4949, grad_norm: 6.6429 2021-07-05 07:37:15,294 - mmaction - INFO - Epoch [50][3460/3757] lr: 1.000e-02, eta: 4 days, 16:33:02, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2885, top1_acc: 0.4891, top5_acc: 0.7141, loss_cls: 2.2424, loss: 3.5308, grad_norm: 6.5811 2021-07-05 07:37:36,664 - mmaction - INFO - Epoch [50][3480/3757] lr: 1.000e-02, eta: 4 days, 16:32:40, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2272, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0489, loss: 3.2761, grad_norm: 6.4966 2021-07-05 07:37:58,117 - mmaction - INFO - Epoch [50][3500/3757] lr: 1.000e-02, eta: 4 days, 16:32:18, time: 1.074, data_time: 0.006, memory: 6921, loss_aux: 1.2780, top1_acc: 0.5094, top5_acc: 0.7273, loss_cls: 2.1858, loss: 3.4639, grad_norm: 6.8226 2021-07-05 07:38:21,383 - mmaction - INFO - Epoch [50][3520/3757] lr: 1.000e-02, eta: 4 days, 16:32:00, time: 1.162, data_time: 0.002, memory: 6921, loss_aux: 1.2696, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1648, loss: 3.4343, grad_norm: 6.5364 2021-07-05 07:38:42,915 - mmaction - INFO - Epoch [50][3540/3757] lr: 1.000e-02, eta: 4 days, 16:31:38, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2947, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2285, loss: 3.5232, grad_norm: 6.9514 2021-07-05 07:39:05,260 - mmaction - INFO - Epoch [50][3560/3757] lr: 1.000e-02, eta: 4 days, 16:31:18, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.2845, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2341, loss: 3.5185, grad_norm: 6.6855 2021-07-05 07:39:27,458 - mmaction - INFO - Epoch [50][3580/3757] lr: 1.000e-02, eta: 4 days, 16:30:58, time: 1.109, data_time: 0.067, memory: 6921, loss_aux: 1.3058, top1_acc: 0.4875, top5_acc: 0.7086, loss_cls: 2.2777, loss: 3.5835, grad_norm: 6.6147 2021-07-05 07:39:48,840 - mmaction - INFO - Epoch [50][3600/3757] lr: 1.000e-02, eta: 4 days, 16:30:36, time: 1.071, data_time: 0.008, memory: 6921, loss_aux: 1.2671, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.1221, loss: 3.3892, grad_norm: 6.7243 2021-07-05 07:40:11,932 - mmaction - INFO - Epoch [50][3620/3757] lr: 1.000e-02, eta: 4 days, 16:30:18, time: 1.155, data_time: 0.003, memory: 6921, loss_aux: 1.3301, top1_acc: 0.4766, top5_acc: 0.7016, loss_cls: 2.3050, loss: 3.6351, grad_norm: 6.9340 2021-07-05 07:40:33,126 - mmaction - INFO - Epoch [50][3640/3757] lr: 1.000e-02, eta: 4 days, 16:29:56, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2154, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.0476, loss: 3.2631, grad_norm: 6.7651 2021-07-05 07:40:55,155 - mmaction - INFO - Epoch [50][3660/3757] lr: 1.000e-02, eta: 4 days, 16:29:35, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.3187, top1_acc: 0.4813, top5_acc: 0.7188, loss_cls: 2.2679, loss: 3.5866, grad_norm: 6.8289 2021-07-05 07:41:17,472 - mmaction - INFO - Epoch [50][3680/3757] lr: 1.000e-02, eta: 4 days, 16:29:15, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.3283, top1_acc: 0.4883, top5_acc: 0.7125, loss_cls: 2.2890, loss: 3.6172, grad_norm: 6.7990 2021-07-05 07:41:39,661 - mmaction - INFO - Epoch [50][3700/3757] lr: 1.000e-02, eta: 4 days, 16:28:55, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1485, loss: 3.4078, grad_norm: 6.7032 2021-07-05 07:42:01,828 - mmaction - INFO - Epoch [50][3720/3757] lr: 1.000e-02, eta: 4 days, 16:28:34, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.2738, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1508, loss: 3.4247, grad_norm: 6.7875 2021-07-05 07:42:22,851 - mmaction - INFO - Epoch [50][3740/3757] lr: 1.000e-02, eta: 4 days, 16:28:12, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2450, top1_acc: 0.5227, top5_acc: 0.7430, loss_cls: 2.1489, loss: 3.3939, grad_norm: 6.6955 2021-07-05 07:42:41,529 - mmaction - INFO - Saving checkpoint at 50 epochs 2021-07-05 07:47:36,404 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-05 07:47:37,233 - mmaction - INFO - top1_acc 0.5922 top5_acc 0.8246 2021-07-05 07:47:37,233 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-05 07:47:37,263 - mmaction - INFO - mean_acc 0.5922 2021-07-05 07:47:37,270 - mmaction - INFO - Epoch(val) [50][310] top1_acc: 0.5922, top5_acc: 0.8246, mean_class_accuracy: 0.5922 2021-07-05 07:48:41,167 - mmaction - INFO - Epoch [51][20/3757] lr: 1.000e-02, eta: 4 days, 16:28:20, time: 3.194, data_time: 1.969, memory: 6921, loss_aux: 1.2725, top1_acc: 0.5133, top5_acc: 0.7367, loss_cls: 2.1520, loss: 3.4244, grad_norm: 6.7393 2021-07-05 07:49:02,324 - mmaction - INFO - Epoch [51][40/3757] lr: 1.000e-02, eta: 4 days, 16:27:57, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2355, top1_acc: 0.5148, top5_acc: 0.7258, loss_cls: 2.1201, loss: 3.3556, grad_norm: 6.8597 2021-07-05 07:49:24,520 - mmaction - INFO - Epoch [51][60/3757] lr: 1.000e-02, eta: 4 days, 16:27:37, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.2607, top1_acc: 0.5281, top5_acc: 0.7320, loss_cls: 2.1375, loss: 3.3982, grad_norm: 6.7412 2021-07-05 07:49:46,911 - mmaction - INFO - Epoch [51][80/3757] lr: 1.000e-02, eta: 4 days, 16:27:17, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.2662, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1598, loss: 3.4260, grad_norm: 6.9326 2021-07-05 07:50:09,293 - mmaction - INFO - Epoch [51][100/3757] lr: 1.000e-02, eta: 4 days, 16:26:57, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 1.2681, top1_acc: 0.5047, top5_acc: 0.7273, loss_cls: 2.1798, loss: 3.4479, grad_norm: 6.8568 2021-07-05 07:50:31,577 - mmaction - INFO - Epoch [51][120/3757] lr: 1.000e-02, eta: 4 days, 16:26:37, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.2676, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.0814, loss: 3.3490, grad_norm: 6.5120 2021-07-05 07:50:52,854 - mmaction - INFO - Epoch [51][140/3757] lr: 1.000e-02, eta: 4 days, 16:26:15, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2327, top1_acc: 0.5398, top5_acc: 0.7531, loss_cls: 2.1045, loss: 3.3371, grad_norm: 6.6474 2021-07-05 07:51:14,806 - mmaction - INFO - Epoch [51][160/3757] lr: 1.000e-02, eta: 4 days, 16:25:54, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2650, top1_acc: 0.5148, top5_acc: 0.7344, loss_cls: 2.1617, loss: 3.4267, grad_norm: 6.6962 2021-07-05 07:51:37,687 - mmaction - INFO - Epoch [51][180/3757] lr: 1.000e-02, eta: 4 days, 16:25:35, time: 1.143, data_time: 0.001, memory: 6921, loss_aux: 1.2436, top1_acc: 0.5219, top5_acc: 0.7484, loss_cls: 2.0920, loss: 3.3356, grad_norm: 6.6205 2021-07-05 07:51:58,763 - mmaction - INFO - Epoch [51][200/3757] lr: 1.000e-02, eta: 4 days, 16:25:13, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.3110, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.2170, loss: 3.5281, grad_norm: 7.0068 2021-07-05 07:52:20,908 - mmaction - INFO - Epoch [51][220/3757] lr: 1.000e-02, eta: 4 days, 16:24:53, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.2652, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.1769, loss: 3.4421, grad_norm: 6.7835 2021-07-05 07:52:42,072 - mmaction - INFO - Epoch [51][240/3757] lr: 1.000e-02, eta: 4 days, 16:24:30, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2547, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.1578, loss: 3.4124, grad_norm: 6.7657 2021-07-05 07:53:03,225 - mmaction - INFO - Epoch [51][260/3757] lr: 1.000e-02, eta: 4 days, 16:24:08, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2845, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.2096, loss: 3.4941, grad_norm: 6.8714 2021-07-05 07:53:25,333 - mmaction - INFO - Epoch [51][280/3757] lr: 1.000e-02, eta: 4 days, 16:23:47, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.2705, top1_acc: 0.4961, top5_acc: 0.7398, loss_cls: 2.2093, loss: 3.4798, grad_norm: 6.6011 2021-07-05 07:53:46,940 - mmaction - INFO - Epoch [51][300/3757] lr: 1.000e-02, eta: 4 days, 16:23:26, time: 1.078, data_time: 0.013, memory: 6921, loss_aux: 1.2854, top1_acc: 0.4594, top5_acc: 0.7156, loss_cls: 2.2549, loss: 3.5402, grad_norm: 6.8934 2021-07-05 07:54:09,088 - mmaction - INFO - Epoch [51][320/3757] lr: 1.000e-02, eta: 4 days, 16:23:06, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.2158, top1_acc: 0.5406, top5_acc: 0.7570, loss_cls: 2.0305, loss: 3.2462, grad_norm: 6.4215 2021-07-05 07:54:30,360 - mmaction - INFO - Epoch [51][340/3757] lr: 1.000e-02, eta: 4 days, 16:22:43, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2714, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1661, loss: 3.4375, grad_norm: 6.8855 2021-07-05 07:54:51,763 - mmaction - INFO - Epoch [51][360/3757] lr: 1.000e-02, eta: 4 days, 16:22:22, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2703, top1_acc: 0.5055, top5_acc: 0.7289, loss_cls: 2.1840, loss: 3.4543, grad_norm: 6.6019 2021-07-05 07:55:14,871 - mmaction - INFO - Epoch [51][380/3757] lr: 1.000e-02, eta: 4 days, 16:22:03, time: 1.155, data_time: 0.002, memory: 6921, loss_aux: 1.2616, top1_acc: 0.5055, top5_acc: 0.7242, loss_cls: 2.2065, loss: 3.4681, grad_norm: 7.0079 2021-07-05 07:55:36,071 - mmaction - INFO - Epoch [51][400/3757] lr: 1.000e-02, eta: 4 days, 16:21:41, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2800, top1_acc: 0.4867, top5_acc: 0.7344, loss_cls: 2.2234, loss: 3.5033, grad_norm: 6.8826 2021-07-05 07:55:58,644 - mmaction - INFO - Epoch [51][420/3757] lr: 1.000e-02, eta: 4 days, 16:21:21, time: 1.129, data_time: 0.003, memory: 6921, loss_aux: 1.3071, top1_acc: 0.5000, top5_acc: 0.7203, loss_cls: 2.2487, loss: 3.5558, grad_norm: 6.8864 2021-07-05 07:56:20,594 - mmaction - INFO - Epoch [51][440/3757] lr: 1.000e-02, eta: 4 days, 16:21:01, time: 1.098, data_time: 0.001, memory: 6921, loss_aux: 1.2464, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1256, loss: 3.3720, grad_norm: 6.7663 2021-07-05 07:56:41,784 - mmaction - INFO - Epoch [51][460/3757] lr: 1.000e-02, eta: 4 days, 16:20:38, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2650, top1_acc: 0.5180, top5_acc: 0.7273, loss_cls: 2.1627, loss: 3.4277, grad_norm: 6.7357 2021-07-05 07:57:02,994 - mmaction - INFO - Epoch [51][480/3757] lr: 1.000e-02, eta: 4 days, 16:20:16, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2642, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1601, loss: 3.4243, grad_norm: 6.5516 2021-07-05 07:57:24,546 - mmaction - INFO - Epoch [51][500/3757] lr: 1.000e-02, eta: 4 days, 16:19:54, time: 1.077, data_time: 0.010, memory: 6921, loss_aux: 1.3438, top1_acc: 0.4844, top5_acc: 0.7148, loss_cls: 2.3168, loss: 3.6607, grad_norm: 6.8041 2021-07-05 07:57:46,117 - mmaction - INFO - Epoch [51][520/3757] lr: 1.000e-02, eta: 4 days, 16:19:33, time: 1.078, data_time: 0.024, memory: 6921, loss_aux: 1.2427, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.1261, loss: 3.3688, grad_norm: 6.7458 2021-07-05 07:58:07,777 - mmaction - INFO - Epoch [51][540/3757] lr: 1.000e-02, eta: 4 days, 16:19:12, time: 1.085, data_time: 0.035, memory: 6921, loss_aux: 1.2522, top1_acc: 0.5109, top5_acc: 0.7281, loss_cls: 2.1605, loss: 3.4127, grad_norm: 6.6658 2021-07-05 07:58:29,482 - mmaction - INFO - Epoch [51][560/3757] lr: 1.000e-02, eta: 4 days, 16:18:50, time: 1.083, data_time: 0.042, memory: 6921, loss_aux: 1.2654, top1_acc: 0.5109, top5_acc: 0.7305, loss_cls: 2.1492, loss: 3.4146, grad_norm: 6.7059 2021-07-05 07:58:50,775 - mmaction - INFO - Epoch [51][580/3757] lr: 1.000e-02, eta: 4 days, 16:18:28, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 1.2628, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.2007, loss: 3.4635, grad_norm: 6.7195 2021-07-05 07:59:11,844 - mmaction - INFO - Epoch [51][600/3757] lr: 1.000e-02, eta: 4 days, 16:18:06, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2494, top1_acc: 0.5312, top5_acc: 0.7352, loss_cls: 2.1224, loss: 3.3718, grad_norm: 6.7201 2021-07-05 07:59:34,548 - mmaction - INFO - Epoch [51][620/3757] lr: 1.000e-02, eta: 4 days, 16:17:46, time: 1.134, data_time: 0.003, memory: 6921, loss_aux: 1.3388, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.3092, loss: 3.6480, grad_norm: 6.8212 2021-07-05 07:59:55,845 - mmaction - INFO - Epoch [51][640/3757] lr: 1.000e-02, eta: 4 days, 16:17:24, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.3281, top1_acc: 0.4672, top5_acc: 0.6953, loss_cls: 2.3196, loss: 3.6477, grad_norm: 6.9069 2021-07-05 08:00:18,268 - mmaction - INFO - Epoch [51][660/3757] lr: 1.000e-02, eta: 4 days, 16:17:05, time: 1.123, data_time: 0.006, memory: 6921, loss_aux: 1.2778, top1_acc: 0.4938, top5_acc: 0.7141, loss_cls: 2.2069, loss: 3.4847, grad_norm: 6.6761 2021-07-05 08:00:40,338 - mmaction - INFO - Epoch [51][680/3757] lr: 1.000e-02, eta: 4 days, 16:16:44, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2714, top1_acc: 0.5062, top5_acc: 0.7266, loss_cls: 2.2093, loss: 3.4807, grad_norm: 6.7250 2021-07-05 08:01:01,570 - mmaction - INFO - Epoch [51][700/3757] lr: 1.000e-02, eta: 4 days, 16:16:22, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2528, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1829, loss: 3.4357, grad_norm: 6.7524 2021-07-05 08:01:23,578 - mmaction - INFO - Epoch [51][720/3757] lr: 1.000e-02, eta: 4 days, 16:16:01, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.2331, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.0988, loss: 3.3319, grad_norm: 6.6642 2021-07-05 08:01:45,548 - mmaction - INFO - Epoch [51][740/3757] lr: 1.000e-02, eta: 4 days, 16:15:40, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.2941, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1928, loss: 3.4869, grad_norm: 6.7373 2021-07-05 08:02:07,248 - mmaction - INFO - Epoch [51][760/3757] lr: 1.000e-02, eta: 4 days, 16:15:19, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.3042, top1_acc: 0.4766, top5_acc: 0.7289, loss_cls: 2.2597, loss: 3.5639, grad_norm: 7.0998 2021-07-05 08:02:29,412 - mmaction - INFO - Epoch [51][780/3757] lr: 1.000e-02, eta: 4 days, 16:14:59, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2714, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.1742, loss: 3.4456, grad_norm: 6.7337 2021-07-05 08:02:50,449 - mmaction - INFO - Epoch [51][800/3757] lr: 1.000e-02, eta: 4 days, 16:14:36, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2135, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.0578, loss: 3.2713, grad_norm: 6.6743 2021-07-05 08:03:12,690 - mmaction - INFO - Epoch [51][820/3757] lr: 1.000e-02, eta: 4 days, 16:14:16, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.2946, top1_acc: 0.4984, top5_acc: 0.7172, loss_cls: 2.1891, loss: 3.4836, grad_norm: 6.7358 2021-07-05 08:03:34,170 - mmaction - INFO - Epoch [51][840/3757] lr: 1.000e-02, eta: 4 days, 16:13:54, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2945, top1_acc: 0.4922, top5_acc: 0.7344, loss_cls: 2.2146, loss: 3.5091, grad_norm: 6.8270 2021-07-05 08:03:56,102 - mmaction - INFO - Epoch [51][860/3757] lr: 1.000e-02, eta: 4 days, 16:13:33, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.3134, top1_acc: 0.4898, top5_acc: 0.7430, loss_cls: 2.2164, loss: 3.5298, grad_norm: 6.9474 2021-07-05 08:04:18,576 - mmaction - INFO - Epoch [51][880/3757] lr: 1.000e-02, eta: 4 days, 16:13:14, time: 1.125, data_time: 0.005, memory: 6921, loss_aux: 1.2682, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1989, loss: 3.4671, grad_norm: 6.8262 2021-07-05 08:04:39,617 - mmaction - INFO - Epoch [51][900/3757] lr: 1.000e-02, eta: 4 days, 16:12:51, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2928, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2252, loss: 3.5180, grad_norm: 6.7633 2021-07-05 08:05:01,753 - mmaction - INFO - Epoch [51][920/3757] lr: 1.000e-02, eta: 4 days, 16:12:31, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1710, loss: 3.4278, grad_norm: 6.7847 2021-07-05 08:05:24,188 - mmaction - INFO - Epoch [51][940/3757] lr: 1.000e-02, eta: 4 days, 16:12:11, time: 1.124, data_time: 0.005, memory: 6921, loss_aux: 1.2836, top1_acc: 0.5125, top5_acc: 0.7352, loss_cls: 2.1805, loss: 3.4641, grad_norm: 6.4855 2021-07-05 08:05:45,710 - mmaction - INFO - Epoch [51][960/3757] lr: 1.000e-02, eta: 4 days, 16:11:49, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2793, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1586, loss: 3.4380, grad_norm: 6.6108 2021-07-05 08:06:06,716 - mmaction - INFO - Epoch [51][980/3757] lr: 1.000e-02, eta: 4 days, 16:11:27, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.3039, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.1812, loss: 3.4851, grad_norm: 6.9042 2021-07-05 08:06:27,921 - mmaction - INFO - Epoch [51][1000/3757] lr: 1.000e-02, eta: 4 days, 16:11:04, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.3124, top1_acc: 0.4867, top5_acc: 0.7211, loss_cls: 2.2697, loss: 3.5820, grad_norm: 6.7838 2021-07-05 08:06:50,875 - mmaction - INFO - Epoch [51][1020/3757] lr: 1.000e-02, eta: 4 days, 16:10:46, time: 1.148, data_time: 0.004, memory: 6921, loss_aux: 1.2730, top1_acc: 0.5070, top5_acc: 0.7266, loss_cls: 2.1888, loss: 3.4618, grad_norm: 6.8113 2021-07-05 08:07:13,055 - mmaction - INFO - Epoch [51][1040/3757] lr: 1.000e-02, eta: 4 days, 16:10:25, time: 1.111, data_time: 0.065, memory: 6921, loss_aux: 1.2451, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.0763, loss: 3.3215, grad_norm: 6.6522 2021-07-05 08:07:34,951 - mmaction - INFO - Epoch [51][1060/3757] lr: 1.000e-02, eta: 4 days, 16:10:04, time: 1.093, data_time: 0.049, memory: 6921, loss_aux: 1.2620, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.1389, loss: 3.4009, grad_norm: 6.8400 2021-07-05 08:07:57,832 - mmaction - INFO - Epoch [51][1080/3757] lr: 1.000e-02, eta: 4 days, 16:09:46, time: 1.146, data_time: 0.005, memory: 6921, loss_aux: 1.2333, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.0914, loss: 3.3247, grad_norm: 6.7107 2021-07-05 08:08:18,842 - mmaction - INFO - Epoch [51][1100/3757] lr: 1.000e-02, eta: 4 days, 16:09:23, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.3069, top1_acc: 0.4945, top5_acc: 0.7172, loss_cls: 2.2250, loss: 3.5319, grad_norm: 6.8989 2021-07-05 08:08:40,612 - mmaction - INFO - Epoch [51][1120/3757] lr: 1.000e-02, eta: 4 days, 16:09:02, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2980, top1_acc: 0.5055, top5_acc: 0.7070, loss_cls: 2.2413, loss: 3.5393, grad_norm: 6.8924 2021-07-05 08:09:02,081 - mmaction - INFO - Epoch [51][1140/3757] lr: 1.000e-02, eta: 4 days, 16:08:40, time: 1.075, data_time: 0.006, memory: 6921, loss_aux: 1.2597, top1_acc: 0.5164, top5_acc: 0.7375, loss_cls: 2.1611, loss: 3.4208, grad_norm: 6.9118 2021-07-05 08:09:25,200 - mmaction - INFO - Epoch [51][1160/3757] lr: 1.000e-02, eta: 4 days, 16:08:22, time: 1.156, data_time: 0.002, memory: 6921, loss_aux: 1.2891, top1_acc: 0.5008, top5_acc: 0.7109, loss_cls: 2.2470, loss: 3.5361, grad_norm: 6.8599 2021-07-05 08:09:46,358 - mmaction - INFO - Epoch [51][1180/3757] lr: 1.000e-02, eta: 4 days, 16:07:59, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2864, top1_acc: 0.5008, top5_acc: 0.7148, loss_cls: 2.2310, loss: 3.5174, grad_norm: 6.6272 2021-07-05 08:10:08,540 - mmaction - INFO - Epoch [51][1200/3757] lr: 1.000e-02, eta: 4 days, 16:07:39, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.2658, top1_acc: 0.5148, top5_acc: 0.7273, loss_cls: 2.1961, loss: 3.4618, grad_norm: 6.7683 2021-07-05 08:10:29,937 - mmaction - INFO - Epoch [51][1220/3757] lr: 1.000e-02, eta: 4 days, 16:07:17, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2922, top1_acc: 0.5109, top5_acc: 0.7406, loss_cls: 2.2169, loss: 3.5091, grad_norm: 6.7443 2021-07-05 08:10:51,570 - mmaction - INFO - Epoch [51][1240/3757] lr: 1.000e-02, eta: 4 days, 16:06:56, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.2486, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.1143, loss: 3.3629, grad_norm: 6.8358 2021-07-05 08:11:13,179 - mmaction - INFO - Epoch [51][1260/3757] lr: 1.000e-02, eta: 4 days, 16:06:34, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2503, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1547, loss: 3.4050, grad_norm: 6.7775 2021-07-05 08:11:35,821 - mmaction - INFO - Epoch [51][1280/3757] lr: 1.000e-02, eta: 4 days, 16:06:15, time: 1.132, data_time: 0.004, memory: 6921, loss_aux: 1.2634, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1641, loss: 3.4275, grad_norm: 6.9054 2021-07-05 08:11:57,535 - mmaction - INFO - Epoch [51][1300/3757] lr: 1.000e-02, eta: 4 days, 16:05:53, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.2728, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1765, loss: 3.4493, grad_norm: 6.7463 2021-07-05 08:12:18,682 - mmaction - INFO - Epoch [51][1320/3757] lr: 1.000e-02, eta: 4 days, 16:05:31, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2770, top1_acc: 0.4906, top5_acc: 0.7312, loss_cls: 2.2360, loss: 3.5130, grad_norm: 6.5577 2021-07-05 08:12:40,184 - mmaction - INFO - Epoch [51][1340/3757] lr: 1.000e-02, eta: 4 days, 16:05:09, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5312, top5_acc: 0.7367, loss_cls: 2.1108, loss: 3.3690, grad_norm: 6.4809 2021-07-05 08:13:03,096 - mmaction - INFO - Epoch [51][1360/3757] lr: 1.000e-02, eta: 4 days, 16:04:51, time: 1.145, data_time: 0.002, memory: 6921, loss_aux: 1.2704, top1_acc: 0.5000, top5_acc: 0.7375, loss_cls: 2.1822, loss: 3.4525, grad_norm: 6.7972 2021-07-05 08:13:25,315 - mmaction - INFO - Epoch [51][1380/3757] lr: 1.000e-02, eta: 4 days, 16:04:30, time: 1.110, data_time: 0.002, memory: 6921, loss_aux: 1.2603, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.1869, loss: 3.4472, grad_norm: 6.8559 2021-07-05 08:13:46,919 - mmaction - INFO - Epoch [51][1400/3757] lr: 1.000e-02, eta: 4 days, 16:04:09, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2814, top1_acc: 0.5219, top5_acc: 0.7391, loss_cls: 2.1609, loss: 3.4422, grad_norm: 6.7803 2021-07-05 08:14:07,757 - mmaction - INFO - Epoch [51][1420/3757] lr: 1.000e-02, eta: 4 days, 16:03:46, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.2527, top1_acc: 0.5109, top5_acc: 0.7336, loss_cls: 2.1540, loss: 3.4067, grad_norm: 6.7123 2021-07-05 08:14:29,757 - mmaction - INFO - Epoch [51][1440/3757] lr: 1.000e-02, eta: 4 days, 16:03:25, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.2737, top1_acc: 0.4945, top5_acc: 0.7234, loss_cls: 2.1762, loss: 3.4499, grad_norm: 6.8014 2021-07-05 08:14:52,879 - mmaction - INFO - Epoch [51][1460/3757] lr: 1.000e-02, eta: 4 days, 16:03:07, time: 1.155, data_time: 0.020, memory: 6921, loss_aux: 1.2425, top1_acc: 0.5289, top5_acc: 0.7422, loss_cls: 2.1218, loss: 3.3643, grad_norm: 6.7136 2021-07-05 08:15:14,013 - mmaction - INFO - Epoch [51][1480/3757] lr: 1.000e-02, eta: 4 days, 16:02:44, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2456, top1_acc: 0.5172, top5_acc: 0.7344, loss_cls: 2.0920, loss: 3.3375, grad_norm: 6.5856 2021-07-05 08:15:35,641 - mmaction - INFO - Epoch [51][1500/3757] lr: 1.000e-02, eta: 4 days, 16:02:23, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.2739, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.1812, loss: 3.4551, grad_norm: 7.0173 2021-07-05 08:15:58,356 - mmaction - INFO - Epoch [51][1520/3757] lr: 1.000e-02, eta: 4 days, 16:02:04, time: 1.135, data_time: 0.003, memory: 6921, loss_aux: 1.2972, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1861, loss: 3.4833, grad_norm: 6.7679 2021-07-05 08:16:19,991 - mmaction - INFO - Epoch [51][1540/3757] lr: 1.000e-02, eta: 4 days, 16:01:42, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.2947, top1_acc: 0.4797, top5_acc: 0.7297, loss_cls: 2.2557, loss: 3.5504, grad_norm: 6.8300 2021-07-05 08:16:41,847 - mmaction - INFO - Epoch [51][1560/3757] lr: 1.000e-02, eta: 4 days, 16:01:21, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2653, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.1619, loss: 3.4271, grad_norm: 6.6041 2021-07-05 08:17:02,927 - mmaction - INFO - Epoch [51][1580/3757] lr: 1.000e-02, eta: 4 days, 16:00:59, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2783, top1_acc: 0.5070, top5_acc: 0.7344, loss_cls: 2.1585, loss: 3.4367, grad_norm: 6.6052 2021-07-05 08:17:25,246 - mmaction - INFO - Epoch [51][1600/3757] lr: 1.000e-02, eta: 4 days, 16:00:39, time: 1.117, data_time: 0.005, memory: 6921, loss_aux: 1.2689, top1_acc: 0.5023, top5_acc: 0.7273, loss_cls: 2.1796, loss: 3.4485, grad_norm: 6.7172 2021-07-05 08:17:47,852 - mmaction - INFO - Epoch [51][1620/3757] lr: 1.000e-02, eta: 4 days, 16:00:19, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 1.2367, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.1484, loss: 3.3851, grad_norm: 6.8524 2021-07-05 08:18:08,899 - mmaction - INFO - Epoch [51][1640/3757] lr: 1.000e-02, eta: 4 days, 15:59:57, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2584, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1532, loss: 3.4116, grad_norm: 6.7960 2021-07-05 08:18:30,238 - mmaction - INFO - Epoch [51][1660/3757] lr: 1.000e-02, eta: 4 days, 15:59:35, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3048, top1_acc: 0.4992, top5_acc: 0.7547, loss_cls: 2.1874, loss: 3.4922, grad_norm: 6.7825 2021-07-05 08:18:52,335 - mmaction - INFO - Epoch [51][1680/3757] lr: 1.000e-02, eta: 4 days, 15:59:14, time: 1.104, data_time: 0.034, memory: 6921, loss_aux: 1.3031, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.2354, loss: 3.5385, grad_norm: 6.9099 2021-07-05 08:19:14,850 - mmaction - INFO - Epoch [51][1700/3757] lr: 1.000e-02, eta: 4 days, 15:58:54, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 1.3394, top1_acc: 0.4758, top5_acc: 0.7117, loss_cls: 2.3439, loss: 3.6833, grad_norm: 6.8795 2021-07-05 08:19:36,064 - mmaction - INFO - Epoch [51][1720/3757] lr: 1.000e-02, eta: 4 days, 15:58:32, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2702, top1_acc: 0.5039, top5_acc: 0.7445, loss_cls: 2.1835, loss: 3.4538, grad_norm: 6.8798 2021-07-05 08:19:57,148 - mmaction - INFO - Epoch [51][1740/3757] lr: 1.000e-02, eta: 4 days, 15:58:10, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3328, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2832, loss: 3.6160, grad_norm: 6.8721 2021-07-05 08:20:19,540 - mmaction - INFO - Epoch [51][1760/3757] lr: 1.000e-02, eta: 4 days, 15:57:50, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.2748, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.2297, loss: 3.5045, grad_norm: 6.6408 2021-07-05 08:20:42,249 - mmaction - INFO - Epoch [51][1780/3757] lr: 1.000e-02, eta: 4 days, 15:57:31, time: 1.135, data_time: 0.002, memory: 6921, loss_aux: 1.2744, top1_acc: 0.4984, top5_acc: 0.7430, loss_cls: 2.1990, loss: 3.4734, grad_norm: 6.8005 2021-07-05 08:21:04,136 - mmaction - INFO - Epoch [51][1800/3757] lr: 1.000e-02, eta: 4 days, 15:57:10, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.2833, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.2122, loss: 3.4955, grad_norm: 6.7341 2021-07-05 08:21:25,431 - mmaction - INFO - Epoch [51][1820/3757] lr: 1.000e-02, eta: 4 days, 15:56:48, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2973, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1746, loss: 3.4719, grad_norm: 6.8876 2021-07-05 08:21:48,077 - mmaction - INFO - Epoch [51][1840/3757] lr: 1.000e-02, eta: 4 days, 15:56:28, time: 1.133, data_time: 0.004, memory: 6921, loss_aux: 1.2500, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1432, loss: 3.3933, grad_norm: 6.8351 2021-07-05 08:22:09,300 - mmaction - INFO - Epoch [51][1860/3757] lr: 1.000e-02, eta: 4 days, 15:56:06, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2816, top1_acc: 0.4914, top5_acc: 0.7227, loss_cls: 2.2608, loss: 3.5424, grad_norm: 6.8331 2021-07-05 08:22:31,342 - mmaction - INFO - Epoch [51][1880/3757] lr: 1.000e-02, eta: 4 days, 15:55:45, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.2604, top1_acc: 0.5125, top5_acc: 0.7328, loss_cls: 2.1857, loss: 3.4462, grad_norm: 6.7496 2021-07-05 08:22:52,664 - mmaction - INFO - Epoch [51][1900/3757] lr: 1.000e-02, eta: 4 days, 15:55:23, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2680, top1_acc: 0.5148, top5_acc: 0.7305, loss_cls: 2.1476, loss: 3.4156, grad_norm: 6.7070 2021-07-05 08:23:14,695 - mmaction - INFO - Epoch [51][1920/3757] lr: 1.000e-02, eta: 4 days, 15:55:03, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 1.3140, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2721, loss: 3.5861, grad_norm: 7.0563 2021-07-05 08:23:37,475 - mmaction - INFO - Epoch [51][1940/3757] lr: 1.000e-02, eta: 4 days, 15:54:44, time: 1.141, data_time: 0.088, memory: 6921, loss_aux: 1.2486, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1239, loss: 3.3725, grad_norm: 6.7480 2021-07-05 08:24:00,115 - mmaction - INFO - Epoch [51][1960/3757] lr: 1.000e-02, eta: 4 days, 15:54:24, time: 1.133, data_time: 0.092, memory: 6921, loss_aux: 1.2427, top1_acc: 0.5312, top5_acc: 0.7203, loss_cls: 2.1571, loss: 3.3998, grad_norm: 6.6072 2021-07-05 08:24:21,380 - mmaction - INFO - Epoch [51][1980/3757] lr: 1.000e-02, eta: 4 days, 15:54:02, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2429, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.1257, loss: 3.3686, grad_norm: 6.5857 2021-07-05 08:24:43,116 - mmaction - INFO - Epoch [51][2000/3757] lr: 1.000e-02, eta: 4 days, 15:53:41, time: 1.084, data_time: 0.029, memory: 6921, loss_aux: 1.3205, top1_acc: 0.4828, top5_acc: 0.7250, loss_cls: 2.2565, loss: 3.5770, grad_norm: 6.7484 2021-07-05 08:25:05,028 - mmaction - INFO - Epoch [51][2020/3757] lr: 1.000e-02, eta: 4 days, 15:53:20, time: 1.097, data_time: 0.046, memory: 6921, loss_aux: 1.2746, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.2041, loss: 3.4787, grad_norm: 6.6711 2021-07-05 08:25:27,351 - mmaction - INFO - Epoch [51][2040/3757] lr: 1.000e-02, eta: 4 days, 15:53:00, time: 1.117, data_time: 0.023, memory: 6921, loss_aux: 1.2857, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1834, loss: 3.4691, grad_norm: 6.7184 2021-07-05 08:25:49,245 - mmaction - INFO - Epoch [51][2060/3757] lr: 1.000e-02, eta: 4 days, 15:52:39, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2621, top1_acc: 0.5172, top5_acc: 0.7383, loss_cls: 2.1548, loss: 3.4169, grad_norm: 6.7077 2021-07-05 08:26:11,538 - mmaction - INFO - Epoch [51][2080/3757] lr: 1.000e-02, eta: 4 days, 15:52:19, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.2322, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.0939, loss: 3.3261, grad_norm: 6.7776 2021-07-05 08:26:32,547 - mmaction - INFO - Epoch [51][2100/3757] lr: 1.000e-02, eta: 4 days, 15:51:56, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.1950, top1_acc: 0.5578, top5_acc: 0.7641, loss_cls: 2.0180, loss: 3.2130, grad_norm: 6.4351 2021-07-05 08:26:53,827 - mmaction - INFO - Epoch [51][2120/3757] lr: 1.000e-02, eta: 4 days, 15:51:34, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2817, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1732, loss: 3.4550, grad_norm: 6.8854 2021-07-05 08:27:16,640 - mmaction - INFO - Epoch [51][2140/3757] lr: 1.000e-02, eta: 4 days, 15:51:15, time: 1.140, data_time: 0.082, memory: 6921, loss_aux: 1.2763, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2156, loss: 3.4918, grad_norm: 6.8440 2021-07-05 08:27:38,146 - mmaction - INFO - Epoch [51][2160/3757] lr: 1.000e-02, eta: 4 days, 15:50:53, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3366, top1_acc: 0.4711, top5_acc: 0.6992, loss_cls: 2.3313, loss: 3.6678, grad_norm: 6.9447 2021-07-05 08:27:59,774 - mmaction - INFO - Epoch [51][2180/3757] lr: 1.000e-02, eta: 4 days, 15:50:32, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2317, top1_acc: 0.5164, top5_acc: 0.7391, loss_cls: 2.1337, loss: 3.3654, grad_norm: 6.7323 2021-07-05 08:28:21,045 - mmaction - INFO - Epoch [51][2200/3757] lr: 1.000e-02, eta: 4 days, 15:50:10, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2717, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1916, loss: 3.4633, grad_norm: 6.7174 2021-07-05 08:28:43,686 - mmaction - INFO - Epoch [51][2220/3757] lr: 1.000e-02, eta: 4 days, 15:49:50, time: 1.133, data_time: 0.002, memory: 6921, loss_aux: 1.2982, top1_acc: 0.4875, top5_acc: 0.7148, loss_cls: 2.2415, loss: 3.5397, grad_norm: 6.7047 2021-07-05 08:29:05,755 - mmaction - INFO - Epoch [51][2240/3757] lr: 1.000e-02, eta: 4 days, 15:49:30, time: 1.103, data_time: 0.001, memory: 6921, loss_aux: 1.2575, top1_acc: 0.5102, top5_acc: 0.7219, loss_cls: 2.1809, loss: 3.4384, grad_norm: 6.7466 2021-07-05 08:29:27,548 - mmaction - INFO - Epoch [51][2260/3757] lr: 1.000e-02, eta: 4 days, 15:49:09, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.2680, top1_acc: 0.4961, top5_acc: 0.7422, loss_cls: 2.1642, loss: 3.4322, grad_norm: 6.7649 2021-07-05 08:29:49,370 - mmaction - INFO - Epoch [51][2280/3757] lr: 1.000e-02, eta: 4 days, 15:48:48, time: 1.090, data_time: 0.026, memory: 6921, loss_aux: 1.2939, top1_acc: 0.4883, top5_acc: 0.7188, loss_cls: 2.2267, loss: 3.5205, grad_norm: 6.7004 2021-07-05 08:30:11,399 - mmaction - INFO - Epoch [51][2300/3757] lr: 1.000e-02, eta: 4 days, 15:48:27, time: 1.101, data_time: 0.013, memory: 6921, loss_aux: 1.3111, top1_acc: 0.4977, top5_acc: 0.7266, loss_cls: 2.2622, loss: 3.5733, grad_norm: 7.0994 2021-07-05 08:30:33,368 - mmaction - INFO - Epoch [51][2320/3757] lr: 1.000e-02, eta: 4 days, 15:48:06, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.2742, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.2299, loss: 3.5041, grad_norm: 6.7128 2021-07-05 08:30:54,650 - mmaction - INFO - Epoch [51][2340/3757] lr: 1.000e-02, eta: 4 days, 15:47:44, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2353, top1_acc: 0.5148, top5_acc: 0.7305, loss_cls: 2.1492, loss: 3.3845, grad_norm: 6.7671 2021-07-05 08:31:17,442 - mmaction - INFO - Epoch [51][2360/3757] lr: 1.000e-02, eta: 4 days, 15:47:25, time: 1.138, data_time: 0.108, memory: 6921, loss_aux: 1.2800, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.2215, loss: 3.5015, grad_norm: 6.7791 2021-07-05 08:31:38,820 - mmaction - INFO - Epoch [51][2380/3757] lr: 1.000e-02, eta: 4 days, 15:47:03, time: 1.068, data_time: 0.022, memory: 6921, loss_aux: 1.3225, top1_acc: 0.4859, top5_acc: 0.7031, loss_cls: 2.2373, loss: 3.5598, grad_norm: 6.8306 2021-07-05 08:32:00,279 - mmaction - INFO - Epoch [51][2400/3757] lr: 1.000e-02, eta: 4 days, 15:46:41, time: 1.074, data_time: 0.031, memory: 6921, loss_aux: 1.2700, top1_acc: 0.4961, top5_acc: 0.7414, loss_cls: 2.1613, loss: 3.4313, grad_norm: 6.8014 2021-07-05 08:32:21,702 - mmaction - INFO - Epoch [51][2420/3757] lr: 1.000e-02, eta: 4 days, 15:46:19, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2810, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1935, loss: 3.4745, grad_norm: 6.9533 2021-07-05 08:32:44,137 - mmaction - INFO - Epoch [51][2440/3757] lr: 1.000e-02, eta: 4 days, 15:46:00, time: 1.123, data_time: 0.035, memory: 6921, loss_aux: 1.2459, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1510, loss: 3.3969, grad_norm: 6.7005 2021-07-05 08:33:05,768 - mmaction - INFO - Epoch [51][2460/3757] lr: 1.000e-02, eta: 4 days, 15:45:38, time: 1.082, data_time: 0.008, memory: 6921, loss_aux: 1.3004, top1_acc: 0.5016, top5_acc: 0.7344, loss_cls: 2.2087, loss: 3.5091, grad_norm: 6.8182 2021-07-05 08:33:28,113 - mmaction - INFO - Epoch [51][2480/3757] lr: 1.000e-02, eta: 4 days, 15:45:18, time: 1.116, data_time: 0.062, memory: 6921, loss_aux: 1.2940, top1_acc: 0.4930, top5_acc: 0.7305, loss_cls: 2.2391, loss: 3.5332, grad_norm: 6.9061 2021-07-05 08:33:49,469 - mmaction - INFO - Epoch [51][2500/3757] lr: 1.000e-02, eta: 4 days, 15:44:56, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3158, top1_acc: 0.4859, top5_acc: 0.7219, loss_cls: 2.2345, loss: 3.5502, grad_norm: 6.8978 2021-07-05 08:34:11,203 - mmaction - INFO - Epoch [51][2520/3757] lr: 1.000e-02, eta: 4 days, 15:44:35, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2578, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1649, loss: 3.4226, grad_norm: 6.9274 2021-07-05 08:34:33,288 - mmaction - INFO - Epoch [51][2540/3757] lr: 1.000e-02, eta: 4 days, 15:44:14, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2965, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.1943, loss: 3.4908, grad_norm: 6.9566 2021-07-05 08:34:55,245 - mmaction - INFO - Epoch [51][2560/3757] lr: 1.000e-02, eta: 4 days, 15:43:54, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 1.2815, top1_acc: 0.5055, top5_acc: 0.7312, loss_cls: 2.1761, loss: 3.4576, grad_norm: 6.7515 2021-07-05 08:35:16,874 - mmaction - INFO - Epoch [51][2580/3757] lr: 1.000e-02, eta: 4 days, 15:43:32, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.3001, top1_acc: 0.5070, top5_acc: 0.7273, loss_cls: 2.1654, loss: 3.4656, grad_norm: 6.7723 2021-07-05 08:35:38,304 - mmaction - INFO - Epoch [51][2600/3757] lr: 1.000e-02, eta: 4 days, 15:43:10, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2600, top1_acc: 0.4828, top5_acc: 0.7328, loss_cls: 2.1760, loss: 3.4359, grad_norm: 6.7207 2021-07-05 08:36:00,796 - mmaction - INFO - Epoch [51][2620/3757] lr: 1.000e-02, eta: 4 days, 15:42:51, time: 1.125, data_time: 0.003, memory: 6921, loss_aux: 1.3088, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2216, loss: 3.5304, grad_norm: 6.8390 2021-07-05 08:36:22,610 - mmaction - INFO - Epoch [51][2640/3757] lr: 1.000e-02, eta: 4 days, 15:42:30, time: 1.089, data_time: 0.001, memory: 6921, loss_aux: 1.2799, top1_acc: 0.4969, top5_acc: 0.7195, loss_cls: 2.2263, loss: 3.5062, grad_norm: 6.7985 2021-07-05 08:36:44,209 - mmaction - INFO - Epoch [51][2660/3757] lr: 1.000e-02, eta: 4 days, 15:42:08, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2340, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1569, loss: 3.3909, grad_norm: 6.7215 2021-07-05 08:37:06,394 - mmaction - INFO - Epoch [51][2680/3757] lr: 1.000e-02, eta: 4 days, 15:41:48, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.2346, top1_acc: 0.5086, top5_acc: 0.7594, loss_cls: 2.1018, loss: 3.3364, grad_norm: 6.7707 2021-07-05 08:37:27,654 - mmaction - INFO - Epoch [51][2700/3757] lr: 1.000e-02, eta: 4 days, 15:41:26, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5094, top5_acc: 0.7578, loss_cls: 2.1025, loss: 3.3495, grad_norm: 6.7829 2021-07-05 08:37:49,816 - mmaction - INFO - Epoch [51][2720/3757] lr: 1.000e-02, eta: 4 days, 15:41:05, time: 1.110, data_time: 0.057, memory: 6921, loss_aux: 1.3094, top1_acc: 0.5008, top5_acc: 0.7125, loss_cls: 2.2468, loss: 3.5562, grad_norm: 6.8150 2021-07-05 08:38:12,003 - mmaction - INFO - Epoch [51][2740/3757] lr: 1.000e-02, eta: 4 days, 15:40:45, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2970, top1_acc: 0.4914, top5_acc: 0.7172, loss_cls: 2.2469, loss: 3.5439, grad_norm: 6.6844 2021-07-05 08:38:33,561 - mmaction - INFO - Epoch [51][2760/3757] lr: 1.000e-02, eta: 4 days, 15:40:23, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2421, top1_acc: 0.5070, top5_acc: 0.7250, loss_cls: 2.1829, loss: 3.4250, grad_norm: 6.4972 2021-07-05 08:38:54,936 - mmaction - INFO - Epoch [51][2780/3757] lr: 1.000e-02, eta: 4 days, 15:40:01, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3117, top1_acc: 0.4844, top5_acc: 0.7203, loss_cls: 2.2513, loss: 3.5631, grad_norm: 6.7843 2021-07-05 08:39:16,495 - mmaction - INFO - Epoch [51][2800/3757] lr: 1.000e-02, eta: 4 days, 15:39:40, time: 1.078, data_time: 0.027, memory: 6921, loss_aux: 1.2719, top1_acc: 0.5070, top5_acc: 0.7461, loss_cls: 2.1647, loss: 3.4366, grad_norm: 6.6670 2021-07-05 08:39:38,565 - mmaction - INFO - Epoch [51][2820/3757] lr: 1.000e-02, eta: 4 days, 15:39:19, time: 1.102, data_time: 0.051, memory: 6921, loss_aux: 1.2694, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.1633, loss: 3.4327, grad_norm: 6.8185 2021-07-05 08:40:00,006 - mmaction - INFO - Epoch [51][2840/3757] lr: 1.000e-02, eta: 4 days, 15:38:58, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.2947, top1_acc: 0.5055, top5_acc: 0.7289, loss_cls: 2.2278, loss: 3.5225, grad_norm: 6.7853 2021-07-05 08:40:22,454 - mmaction - INFO - Epoch [51][2860/3757] lr: 1.000e-02, eta: 4 days, 15:38:38, time: 1.121, data_time: 0.004, memory: 6921, loss_aux: 1.2705, top1_acc: 0.5023, top5_acc: 0.7320, loss_cls: 2.1538, loss: 3.4243, grad_norm: 6.7105 2021-07-05 08:40:44,771 - mmaction - INFO - Epoch [51][2880/3757] lr: 1.000e-02, eta: 4 days, 15:38:18, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.2823, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.2129, loss: 3.4952, grad_norm: 6.9299 2021-07-05 08:41:06,237 - mmaction - INFO - Epoch [51][2900/3757] lr: 1.000e-02, eta: 4 days, 15:37:56, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.2954, top1_acc: 0.4836, top5_acc: 0.7188, loss_cls: 2.2252, loss: 3.5206, grad_norm: 6.6943 2021-07-05 08:41:28,275 - mmaction - INFO - Epoch [51][2920/3757] lr: 1.000e-02, eta: 4 days, 15:37:35, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.1408, loss: 3.4017, grad_norm: 6.6665 2021-07-05 08:41:49,752 - mmaction - INFO - Epoch [51][2940/3757] lr: 1.000e-02, eta: 4 days, 15:37:14, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.3004, top1_acc: 0.4813, top5_acc: 0.7305, loss_cls: 2.2139, loss: 3.5143, grad_norm: 6.9773 2021-07-05 08:42:10,854 - mmaction - INFO - Epoch [51][2960/3757] lr: 1.000e-02, eta: 4 days, 15:36:51, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2981, top1_acc: 0.5141, top5_acc: 0.7203, loss_cls: 2.2446, loss: 3.5427, grad_norm: 6.7708 2021-07-05 08:42:32,517 - mmaction - INFO - Epoch [51][2980/3757] lr: 1.000e-02, eta: 4 days, 15:36:30, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2623, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.2061, loss: 3.4684, grad_norm: 6.7962 2021-07-05 08:42:54,191 - mmaction - INFO - Epoch [51][3000/3757] lr: 1.000e-02, eta: 4 days, 15:36:08, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.2056, top1_acc: 0.5133, top5_acc: 0.7703, loss_cls: 2.0658, loss: 3.2714, grad_norm: 6.6768 2021-07-05 08:43:17,297 - mmaction - INFO - Epoch [51][3020/3757] lr: 1.000e-02, eta: 4 days, 15:35:50, time: 1.156, data_time: 0.004, memory: 6921, loss_aux: 1.2816, top1_acc: 0.5023, top5_acc: 0.7547, loss_cls: 2.1825, loss: 3.4640, grad_norm: 6.8436 2021-07-05 08:43:39,228 - mmaction - INFO - Epoch [51][3040/3757] lr: 1.000e-02, eta: 4 days, 15:35:29, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2583, top1_acc: 0.4977, top5_acc: 0.7289, loss_cls: 2.1754, loss: 3.4338, grad_norm: 6.7495 2021-07-05 08:44:00,803 - mmaction - INFO - Epoch [51][3060/3757] lr: 1.000e-02, eta: 4 days, 15:35:08, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2762, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1868, loss: 3.4629, grad_norm: 6.7637 2021-07-05 08:44:22,171 - mmaction - INFO - Epoch [51][3080/3757] lr: 1.000e-02, eta: 4 days, 15:34:46, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2733, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1903, loss: 3.4636, grad_norm: 6.8649 2021-07-05 08:44:43,580 - mmaction - INFO - Epoch [51][3100/3757] lr: 1.000e-02, eta: 4 days, 15:34:24, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2852, top1_acc: 0.5047, top5_acc: 0.7266, loss_cls: 2.1865, loss: 3.4717, grad_norm: 6.7450 2021-07-05 08:45:05,912 - mmaction - INFO - Epoch [51][3120/3757] lr: 1.000e-02, eta: 4 days, 15:34:04, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 1.2743, top1_acc: 0.5141, top5_acc: 0.7359, loss_cls: 2.1559, loss: 3.4303, grad_norm: 6.6087 2021-07-05 08:45:28,053 - mmaction - INFO - Epoch [51][3140/3757] lr: 1.000e-02, eta: 4 days, 15:33:43, time: 1.106, data_time: 0.001, memory: 6921, loss_aux: 1.2770, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1793, loss: 3.4563, grad_norm: 6.7764 2021-07-05 08:45:49,754 - mmaction - INFO - Epoch [51][3160/3757] lr: 1.000e-02, eta: 4 days, 15:33:22, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2995, top1_acc: 0.4852, top5_acc: 0.7266, loss_cls: 2.2385, loss: 3.5380, grad_norm: 6.7551 2021-07-05 08:46:10,929 - mmaction - INFO - Epoch [51][3180/3757] lr: 1.000e-02, eta: 4 days, 15:33:00, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2763, top1_acc: 0.5039, top5_acc: 0.7258, loss_cls: 2.1850, loss: 3.4613, grad_norm: 6.5921 2021-07-05 08:46:32,700 - mmaction - INFO - Epoch [51][3200/3757] lr: 1.000e-02, eta: 4 days, 15:32:39, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2982, top1_acc: 0.4828, top5_acc: 0.7289, loss_cls: 2.2445, loss: 3.5427, grad_norm: 6.7678 2021-07-05 08:46:54,366 - mmaction - INFO - Epoch [51][3220/3757] lr: 1.000e-02, eta: 4 days, 15:32:17, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.2744, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1650, loss: 3.4394, grad_norm: 6.8741 2021-07-05 08:47:16,591 - mmaction - INFO - Epoch [51][3240/3757] lr: 1.000e-02, eta: 4 days, 15:31:57, time: 1.110, data_time: 0.005, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1777, loss: 3.4385, grad_norm: 6.9226 2021-07-05 08:47:38,579 - mmaction - INFO - Epoch [51][3260/3757] lr: 1.000e-02, eta: 4 days, 15:31:36, time: 1.100, data_time: 0.043, memory: 6921, loss_aux: 1.2624, top1_acc: 0.4828, top5_acc: 0.7367, loss_cls: 2.1928, loss: 3.4552, grad_norm: 6.9505 2021-07-05 08:47:59,835 - mmaction - INFO - Epoch [51][3280/3757] lr: 1.000e-02, eta: 4 days, 15:31:14, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2539, top1_acc: 0.5078, top5_acc: 0.7555, loss_cls: 2.1345, loss: 3.3885, grad_norm: 6.9422 2021-07-05 08:48:21,569 - mmaction - INFO - Epoch [51][3300/3757] lr: 1.000e-02, eta: 4 days, 15:30:53, time: 1.089, data_time: 0.007, memory: 6921, loss_aux: 1.2382, top1_acc: 0.5227, top5_acc: 0.7422, loss_cls: 2.1147, loss: 3.3529, grad_norm: 6.6784 2021-07-05 08:48:42,987 - mmaction - INFO - Epoch [51][3320/3757] lr: 1.000e-02, eta: 4 days, 15:30:31, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2762, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1947, loss: 3.4710, grad_norm: 6.8096 2021-07-05 08:49:04,828 - mmaction - INFO - Epoch [51][3340/3757] lr: 1.000e-02, eta: 4 days, 15:30:10, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.2703, top1_acc: 0.4875, top5_acc: 0.7391, loss_cls: 2.2052, loss: 3.4755, grad_norm: 6.6627 2021-07-05 08:49:26,818 - mmaction - INFO - Epoch [51][3360/3757] lr: 1.000e-02, eta: 4 days, 15:29:49, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2226, top1_acc: 0.5086, top5_acc: 0.7594, loss_cls: 2.0972, loss: 3.3198, grad_norm: 6.5985 2021-07-05 08:49:48,625 - mmaction - INFO - Epoch [51][3380/3757] lr: 1.000e-02, eta: 4 days, 15:29:28, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.2544, top1_acc: 0.5023, top5_acc: 0.7461, loss_cls: 2.1172, loss: 3.3716, grad_norm: 6.7720 2021-07-05 08:50:09,896 - mmaction - INFO - Epoch [51][3400/3757] lr: 1.000e-02, eta: 4 days, 15:29:06, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3258, top1_acc: 0.4781, top5_acc: 0.7258, loss_cls: 2.2834, loss: 3.6092, grad_norm: 7.0780 2021-07-05 08:50:32,216 - mmaction - INFO - Epoch [51][3420/3757] lr: 1.000e-02, eta: 4 days, 15:28:46, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.3014, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.2086, loss: 3.5100, grad_norm: 6.7978 2021-07-05 08:50:53,847 - mmaction - INFO - Epoch [51][3440/3757] lr: 1.000e-02, eta: 4 days, 15:28:24, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2921, top1_acc: 0.4961, top5_acc: 0.7156, loss_cls: 2.2217, loss: 3.5138, grad_norm: 6.8081 2021-07-05 08:51:15,645 - mmaction - INFO - Epoch [51][3460/3757] lr: 1.000e-02, eta: 4 days, 15:28:03, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2965, top1_acc: 0.5141, top5_acc: 0.7383, loss_cls: 2.1781, loss: 3.4747, grad_norm: 6.8704 2021-07-05 08:51:37,383 - mmaction - INFO - Epoch [51][3480/3757] lr: 1.000e-02, eta: 4 days, 15:27:42, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2785, top1_acc: 0.5078, top5_acc: 0.7281, loss_cls: 2.1666, loss: 3.4451, grad_norm: 6.7416 2021-07-05 08:51:59,520 - mmaction - INFO - Epoch [51][3500/3757] lr: 1.000e-02, eta: 4 days, 15:27:22, time: 1.107, data_time: 0.029, memory: 6921, loss_aux: 1.3020, top1_acc: 0.4867, top5_acc: 0.7141, loss_cls: 2.2860, loss: 3.5880, grad_norm: 6.8437 2021-07-05 08:52:21,643 - mmaction - INFO - Epoch [51][3520/3757] lr: 1.000e-02, eta: 4 days, 15:27:01, time: 1.106, data_time: 0.048, memory: 6921, loss_aux: 1.3452, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.3041, loss: 3.6493, grad_norm: 6.8851 2021-07-05 08:52:42,789 - mmaction - INFO - Epoch [51][3540/3757] lr: 1.000e-02, eta: 4 days, 15:26:39, time: 1.057, data_time: 0.011, memory: 6921, loss_aux: 1.3459, top1_acc: 0.4727, top5_acc: 0.7016, loss_cls: 2.3753, loss: 3.7213, grad_norm: 6.9592 2021-07-05 08:53:05,509 - mmaction - INFO - Epoch [51][3560/3757] lr: 1.000e-02, eta: 4 days, 15:26:20, time: 1.137, data_time: 0.105, memory: 6921, loss_aux: 1.2359, top1_acc: 0.5055, top5_acc: 0.7469, loss_cls: 2.1136, loss: 3.3494, grad_norm: 6.6452 2021-07-05 08:53:26,723 - mmaction - INFO - Epoch [51][3580/3757] lr: 1.000e-02, eta: 4 days, 15:25:57, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.2723, top1_acc: 0.4859, top5_acc: 0.7352, loss_cls: 2.2303, loss: 3.5025, grad_norm: 6.8426 2021-07-05 08:53:47,934 - mmaction - INFO - Epoch [51][3600/3757] lr: 1.000e-02, eta: 4 days, 15:25:35, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.3309, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.2810, loss: 3.6120, grad_norm: 6.8875 2021-07-05 08:54:10,009 - mmaction - INFO - Epoch [51][3620/3757] lr: 1.000e-02, eta: 4 days, 15:25:15, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2307, top1_acc: 0.5047, top5_acc: 0.7547, loss_cls: 2.1024, loss: 3.3331, grad_norm: 6.5816 2021-07-05 08:54:32,279 - mmaction - INFO - Epoch [51][3640/3757] lr: 1.000e-02, eta: 4 days, 15:24:54, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.3054, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2263, loss: 3.5317, grad_norm: 6.7420 2021-07-05 08:54:53,689 - mmaction - INFO - Epoch [51][3660/3757] lr: 1.000e-02, eta: 4 days, 15:24:32, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2641, top1_acc: 0.4977, top5_acc: 0.7383, loss_cls: 2.1951, loss: 3.4593, grad_norm: 6.7553 2021-07-05 08:55:15,155 - mmaction - INFO - Epoch [51][3680/3757] lr: 1.000e-02, eta: 4 days, 15:24:11, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.2761, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1607, loss: 3.4368, grad_norm: 6.5424 2021-07-05 08:55:37,036 - mmaction - INFO - Epoch [51][3700/3757] lr: 1.000e-02, eta: 4 days, 15:23:50, time: 1.095, data_time: 0.035, memory: 6921, loss_aux: 1.2298, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0982, loss: 3.3280, grad_norm: 6.6084 2021-07-05 08:56:00,305 - mmaction - INFO - Epoch [51][3720/3757] lr: 1.000e-02, eta: 4 days, 15:23:32, time: 1.163, data_time: 0.136, memory: 6921, loss_aux: 1.2499, top1_acc: 0.5008, top5_acc: 0.7461, loss_cls: 2.1346, loss: 3.3844, grad_norm: 6.6752 2021-07-05 08:56:21,200 - mmaction - INFO - Epoch [51][3740/3757] lr: 1.000e-02, eta: 4 days, 15:23:09, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2731, top1_acc: 0.4984, top5_acc: 0.7242, loss_cls: 2.2264, loss: 3.4996, grad_norm: 6.8496 2021-07-05 08:56:40,253 - mmaction - INFO - Saving checkpoint at 51 epochs 2021-07-05 08:57:43,476 - mmaction - INFO - Epoch [52][20/3757] lr: 1.000e-02, eta: 4 days, 15:23:11, time: 3.081, data_time: 2.006, memory: 6921, loss_aux: 1.2006, top1_acc: 0.5109, top5_acc: 0.7617, loss_cls: 2.0385, loss: 3.2390, grad_norm: 6.6897 2021-07-05 08:58:05,718 - mmaction - INFO - Epoch [52][40/3757] lr: 1.000e-02, eta: 4 days, 15:22:51, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2446, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.1066, loss: 3.3512, grad_norm: 6.8480 2021-07-05 08:58:28,069 - mmaction - INFO - Epoch [52][60/3757] lr: 1.000e-02, eta: 4 days, 15:22:31, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2752, top1_acc: 0.5156, top5_acc: 0.7266, loss_cls: 2.1928, loss: 3.4679, grad_norm: 6.7851 2021-07-05 08:58:49,800 - mmaction - INFO - Epoch [52][80/3757] lr: 1.000e-02, eta: 4 days, 15:22:09, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.2463, top1_acc: 0.4945, top5_acc: 0.7469, loss_cls: 2.1383, loss: 3.3847, grad_norm: 6.8240 2021-07-05 08:59:10,831 - mmaction - INFO - Epoch [52][100/3757] lr: 1.000e-02, eta: 4 days, 15:21:47, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2346, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.1122, loss: 3.3468, grad_norm: 6.7520 2021-07-05 08:59:32,203 - mmaction - INFO - Epoch [52][120/3757] lr: 1.000e-02, eta: 4 days, 15:21:25, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2754, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1541, loss: 3.4294, grad_norm: 6.5942 2021-07-05 08:59:54,654 - mmaction - INFO - Epoch [52][140/3757] lr: 1.000e-02, eta: 4 days, 15:21:05, time: 1.123, data_time: 0.071, memory: 6921, loss_aux: 1.3016, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.2130, loss: 3.5146, grad_norm: 6.6086 2021-07-05 09:00:16,725 - mmaction - INFO - Epoch [52][160/3757] lr: 1.000e-02, eta: 4 days, 15:20:44, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.3199, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.2165, loss: 3.5364, grad_norm: 6.9804 2021-07-05 09:00:37,701 - mmaction - INFO - Epoch [52][180/3757] lr: 1.000e-02, eta: 4 days, 15:20:22, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.3022, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2177, loss: 3.5200, grad_norm: 6.9461 2021-07-05 09:01:00,125 - mmaction - INFO - Epoch [52][200/3757] lr: 1.000e-02, eta: 4 days, 15:20:02, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.2832, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1163, loss: 3.3995, grad_norm: 6.7300 2021-07-05 09:01:22,654 - mmaction - INFO - Epoch [52][220/3757] lr: 1.000e-02, eta: 4 days, 15:19:42, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 1.2901, top1_acc: 0.4930, top5_acc: 0.7164, loss_cls: 2.2533, loss: 3.5434, grad_norm: 6.6563 2021-07-05 09:01:44,014 - mmaction - INFO - Epoch [52][240/3757] lr: 1.000e-02, eta: 4 days, 15:19:20, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.2635, top1_acc: 0.5180, top5_acc: 0.7383, loss_cls: 2.1330, loss: 3.3965, grad_norm: 6.6400 2021-07-05 09:02:06,292 - mmaction - INFO - Epoch [52][260/3757] lr: 1.000e-02, eta: 4 days, 15:19:00, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.2610, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.1236, loss: 3.3846, grad_norm: 6.6797 2021-07-05 09:02:28,695 - mmaction - INFO - Epoch [52][280/3757] lr: 1.000e-02, eta: 4 days, 15:18:40, time: 1.119, data_time: 0.006, memory: 6921, loss_aux: 1.2828, top1_acc: 0.5086, top5_acc: 0.7266, loss_cls: 2.2313, loss: 3.5141, grad_norm: 6.7356 2021-07-05 09:02:50,536 - mmaction - INFO - Epoch [52][300/3757] lr: 1.000e-02, eta: 4 days, 15:18:19, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.2575, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1044, loss: 3.3619, grad_norm: 6.9710 2021-07-05 09:03:11,504 - mmaction - INFO - Epoch [52][320/3757] lr: 1.000e-02, eta: 4 days, 15:17:56, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2806, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1886, loss: 3.4692, grad_norm: 6.9266 2021-07-05 09:03:32,781 - mmaction - INFO - Epoch [52][340/3757] lr: 1.000e-02, eta: 4 days, 15:17:34, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2508, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.1019, loss: 3.3527, grad_norm: 6.8421 2021-07-05 09:03:54,709 - mmaction - INFO - Epoch [52][360/3757] lr: 1.000e-02, eta: 4 days, 15:17:13, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.2492, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1352, loss: 3.3845, grad_norm: 6.8223 2021-07-05 09:04:16,409 - mmaction - INFO - Epoch [52][380/3757] lr: 1.000e-02, eta: 4 days, 15:16:52, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.3059, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2497, loss: 3.5556, grad_norm: 6.9320 2021-07-05 09:04:37,914 - mmaction - INFO - Epoch [52][400/3757] lr: 1.000e-02, eta: 4 days, 15:16:30, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2349, top1_acc: 0.5000, top5_acc: 0.7586, loss_cls: 2.1278, loss: 3.3627, grad_norm: 6.7777 2021-07-05 09:05:00,089 - mmaction - INFO - Epoch [52][420/3757] lr: 1.000e-02, eta: 4 days, 15:16:10, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.2933, top1_acc: 0.5039, top5_acc: 0.7242, loss_cls: 2.2132, loss: 3.5064, grad_norm: 6.7716 2021-07-05 09:05:22,365 - mmaction - INFO - Epoch [52][440/3757] lr: 1.000e-02, eta: 4 days, 15:15:50, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.3053, top1_acc: 0.5094, top5_acc: 0.7297, loss_cls: 2.2241, loss: 3.5294, grad_norm: 6.8201 2021-07-05 09:05:43,578 - mmaction - INFO - Epoch [52][460/3757] lr: 1.000e-02, eta: 4 days, 15:15:28, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2797, top1_acc: 0.5102, top5_acc: 0.7320, loss_cls: 2.1685, loss: 3.4483, grad_norm: 6.7073 2021-07-05 09:06:04,801 - mmaction - INFO - Epoch [52][480/3757] lr: 1.000e-02, eta: 4 days, 15:15:05, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2852, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.1924, loss: 3.4775, grad_norm: 7.0883 2021-07-05 09:06:27,284 - mmaction - INFO - Epoch [52][500/3757] lr: 1.000e-02, eta: 4 days, 15:14:46, time: 1.125, data_time: 0.004, memory: 6921, loss_aux: 1.3111, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1784, loss: 3.4896, grad_norm: 6.8520 2021-07-05 09:06:48,733 - mmaction - INFO - Epoch [52][520/3757] lr: 1.000e-02, eta: 4 days, 15:14:24, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2761, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.2428, loss: 3.5189, grad_norm: 6.7868 2021-07-05 09:07:10,288 - mmaction - INFO - Epoch [52][540/3757] lr: 1.000e-02, eta: 4 days, 15:14:02, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2502, top1_acc: 0.5195, top5_acc: 0.7391, loss_cls: 2.1432, loss: 3.3934, grad_norm: 6.4813 2021-07-05 09:07:31,776 - mmaction - INFO - Epoch [52][560/3757] lr: 1.000e-02, eta: 4 days, 15:13:41, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2844, top1_acc: 0.4859, top5_acc: 0.7359, loss_cls: 2.2104, loss: 3.4948, grad_norm: 6.8411 2021-07-05 09:07:53,684 - mmaction - INFO - Epoch [52][580/3757] lr: 1.000e-02, eta: 4 days, 15:13:20, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.3145, top1_acc: 0.5000, top5_acc: 0.7148, loss_cls: 2.2106, loss: 3.5251, grad_norm: 6.7128 2021-07-05 09:08:15,853 - mmaction - INFO - Epoch [52][600/3757] lr: 1.000e-02, eta: 4 days, 15:12:59, time: 1.109, data_time: 0.051, memory: 6921, loss_aux: 1.2120, top1_acc: 0.5289, top5_acc: 0.7492, loss_cls: 2.0361, loss: 3.2482, grad_norm: 6.5559 2021-07-05 09:08:36,858 - mmaction - INFO - Epoch [52][620/3757] lr: 1.000e-02, eta: 4 days, 15:12:37, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2865, top1_acc: 0.4836, top5_acc: 0.7352, loss_cls: 2.2037, loss: 3.4902, grad_norm: 6.9180 2021-07-05 09:08:57,920 - mmaction - INFO - Epoch [52][640/3757] lr: 1.000e-02, eta: 4 days, 15:12:14, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3032, top1_acc: 0.5031, top5_acc: 0.7109, loss_cls: 2.2610, loss: 3.5643, grad_norm: 6.8057 2021-07-05 09:09:20,262 - mmaction - INFO - Epoch [52][660/3757] lr: 1.000e-02, eta: 4 days, 15:11:54, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.3122, top1_acc: 0.5031, top5_acc: 0.7117, loss_cls: 2.2400, loss: 3.5523, grad_norm: 6.9890 2021-07-05 09:09:41,459 - mmaction - INFO - Epoch [52][680/3757] lr: 1.000e-02, eta: 4 days, 15:11:32, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2938, top1_acc: 0.5070, top5_acc: 0.7188, loss_cls: 2.2756, loss: 3.5694, grad_norm: 6.7083 2021-07-05 09:10:03,738 - mmaction - INFO - Epoch [52][700/3757] lr: 1.000e-02, eta: 4 days, 15:11:12, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 1.3230, top1_acc: 0.4820, top5_acc: 0.7336, loss_cls: 2.2608, loss: 3.5838, grad_norm: 7.0025 2021-07-05 09:10:25,032 - mmaction - INFO - Epoch [52][720/3757] lr: 1.000e-02, eta: 4 days, 15:10:49, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2652, top1_acc: 0.5133, top5_acc: 0.7586, loss_cls: 2.1217, loss: 3.3869, grad_norm: 6.7640 2021-07-05 09:10:47,033 - mmaction - INFO - Epoch [52][740/3757] lr: 1.000e-02, eta: 4 days, 15:10:29, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 1.2830, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1730, loss: 3.4561, grad_norm: 6.7264 2021-07-05 09:11:08,207 - mmaction - INFO - Epoch [52][760/3757] lr: 1.000e-02, eta: 4 days, 15:10:06, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2493, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1371, loss: 3.3864, grad_norm: 6.8203 2021-07-05 09:11:29,393 - mmaction - INFO - Epoch [52][780/3757] lr: 1.000e-02, eta: 4 days, 15:09:44, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3305, top1_acc: 0.4758, top5_acc: 0.7063, loss_cls: 2.2964, loss: 3.6269, grad_norm: 7.0829 2021-07-05 09:11:50,814 - mmaction - INFO - Epoch [52][800/3757] lr: 1.000e-02, eta: 4 days, 15:09:22, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2690, top1_acc: 0.5242, top5_acc: 0.7453, loss_cls: 2.1028, loss: 3.3718, grad_norm: 6.7871 2021-07-05 09:12:12,030 - mmaction - INFO - Epoch [52][820/3757] lr: 1.000e-02, eta: 4 days, 15:09:00, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2517, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.1385, loss: 3.3901, grad_norm: 6.7930 2021-07-05 09:12:33,632 - mmaction - INFO - Epoch [52][840/3757] lr: 1.000e-02, eta: 4 days, 15:08:39, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2974, top1_acc: 0.4953, top5_acc: 0.7180, loss_cls: 2.2186, loss: 3.5160, grad_norm: 6.8389 2021-07-05 09:12:55,590 - mmaction - INFO - Epoch [52][860/3757] lr: 1.000e-02, eta: 4 days, 15:08:18, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.2683, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.1573, loss: 3.4256, grad_norm: 6.5625 2021-07-05 09:13:17,866 - mmaction - INFO - Epoch [52][880/3757] lr: 1.000e-02, eta: 4 days, 15:07:58, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.2625, top1_acc: 0.5336, top5_acc: 0.7352, loss_cls: 2.1216, loss: 3.3842, grad_norm: 6.5837 2021-07-05 09:13:39,410 - mmaction - INFO - Epoch [52][900/3757] lr: 1.000e-02, eta: 4 days, 15:07:36, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2977, top1_acc: 0.5102, top5_acc: 0.7273, loss_cls: 2.2106, loss: 3.5084, grad_norm: 6.8409 2021-07-05 09:14:01,286 - mmaction - INFO - Epoch [52][920/3757] lr: 1.000e-02, eta: 4 days, 15:07:15, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.2889, top1_acc: 0.4922, top5_acc: 0.7344, loss_cls: 2.2116, loss: 3.5005, grad_norm: 6.8168 2021-07-05 09:14:22,284 - mmaction - INFO - Epoch [52][940/3757] lr: 1.000e-02, eta: 4 days, 15:06:52, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.3361, top1_acc: 0.4859, top5_acc: 0.7031, loss_cls: 2.3527, loss: 3.6889, grad_norm: 6.7397 2021-07-05 09:14:43,561 - mmaction - INFO - Epoch [52][960/3757] lr: 1.000e-02, eta: 4 days, 15:06:30, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2339, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1355, loss: 3.3694, grad_norm: 6.7104 2021-07-05 09:15:05,426 - mmaction - INFO - Epoch [52][980/3757] lr: 1.000e-02, eta: 4 days, 15:06:09, time: 1.093, data_time: 0.040, memory: 6921, loss_aux: 1.3096, top1_acc: 0.5055, top5_acc: 0.7289, loss_cls: 2.2546, loss: 3.5642, grad_norm: 6.7913 2021-07-05 09:15:27,664 - mmaction - INFO - Epoch [52][1000/3757] lr: 1.000e-02, eta: 4 days, 15:05:49, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.2677, top1_acc: 0.5141, top5_acc: 0.7312, loss_cls: 2.1891, loss: 3.4568, grad_norm: 6.7492 2021-07-05 09:15:49,395 - mmaction - INFO - Epoch [52][1020/3757] lr: 1.000e-02, eta: 4 days, 15:05:28, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.2919, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2270, loss: 3.5189, grad_norm: 6.8561 2021-07-05 09:16:12,106 - mmaction - INFO - Epoch [52][1040/3757] lr: 1.000e-02, eta: 4 days, 15:05:08, time: 1.132, data_time: 0.002, memory: 6921, loss_aux: 1.2708, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1922, loss: 3.4629, grad_norm: 6.8573 2021-07-05 09:16:33,258 - mmaction - INFO - Epoch [52][1060/3757] lr: 1.000e-02, eta: 4 days, 15:04:46, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2799, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1469, loss: 3.4268, grad_norm: 6.7390 2021-07-05 09:16:55,008 - mmaction - INFO - Epoch [52][1080/3757] lr: 1.000e-02, eta: 4 days, 15:04:25, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2610, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1425, loss: 3.4036, grad_norm: 6.7252 2021-07-05 09:17:16,369 - mmaction - INFO - Epoch [52][1100/3757] lr: 1.000e-02, eta: 4 days, 15:04:03, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2648, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.1418, loss: 3.4066, grad_norm: 6.7662 2021-07-05 09:17:37,404 - mmaction - INFO - Epoch [52][1120/3757] lr: 1.000e-02, eta: 4 days, 15:03:40, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2958, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1858, loss: 3.4817, grad_norm: 6.8613 2021-07-05 09:17:59,422 - mmaction - INFO - Epoch [52][1140/3757] lr: 1.000e-02, eta: 4 days, 15:03:20, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 1.2775, top1_acc: 0.5086, top5_acc: 0.7539, loss_cls: 2.1661, loss: 3.4436, grad_norm: 6.9194 2021-07-05 09:18:20,588 - mmaction - INFO - Epoch [52][1160/3757] lr: 1.000e-02, eta: 4 days, 15:02:57, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2319, top1_acc: 0.5289, top5_acc: 0.7438, loss_cls: 2.1360, loss: 3.3679, grad_norm: 6.7699 2021-07-05 09:18:42,215 - mmaction - INFO - Epoch [52][1180/3757] lr: 1.000e-02, eta: 4 days, 15:02:36, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.3125, top1_acc: 0.4961, top5_acc: 0.7203, loss_cls: 2.2756, loss: 3.5881, grad_norm: 6.9364 2021-07-05 09:19:04,860 - mmaction - INFO - Epoch [52][1200/3757] lr: 1.000e-02, eta: 4 days, 15:02:16, time: 1.133, data_time: 0.003, memory: 6921, loss_aux: 1.3007, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.1885, loss: 3.4893, grad_norm: 6.7693 2021-07-05 09:19:26,414 - mmaction - INFO - Epoch [52][1220/3757] lr: 1.000e-02, eta: 4 days, 15:01:55, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.2134, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0676, loss: 3.2810, grad_norm: 6.7357 2021-07-05 09:19:47,552 - mmaction - INFO - Epoch [52][1240/3757] lr: 1.000e-02, eta: 4 days, 15:01:32, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.1993, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.0789, loss: 3.2782, grad_norm: 6.4779 2021-07-05 09:20:09,562 - mmaction - INFO - Epoch [52][1260/3757] lr: 1.000e-02, eta: 4 days, 15:01:12, time: 1.101, data_time: 0.001, memory: 6921, loss_aux: 1.2532, top1_acc: 0.5094, top5_acc: 0.7445, loss_cls: 2.1052, loss: 3.3584, grad_norm: 6.8555 2021-07-05 09:20:30,830 - mmaction - INFO - Epoch [52][1280/3757] lr: 1.000e-02, eta: 4 days, 15:00:50, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2674, top1_acc: 0.5227, top5_acc: 0.7297, loss_cls: 2.1842, loss: 3.4517, grad_norm: 6.7724 2021-07-05 09:20:52,786 - mmaction - INFO - Epoch [52][1300/3757] lr: 1.000e-02, eta: 4 days, 15:00:29, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.2825, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.1554, loss: 3.4379, grad_norm: 6.8333 2021-07-05 09:21:14,394 - mmaction - INFO - Epoch [52][1320/3757] lr: 1.000e-02, eta: 4 days, 15:00:07, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2284, top1_acc: 0.5258, top5_acc: 0.7398, loss_cls: 2.1394, loss: 3.3678, grad_norm: 6.8976 2021-07-05 09:21:36,768 - mmaction - INFO - Epoch [52][1340/3757] lr: 1.000e-02, eta: 4 days, 14:59:47, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.2391, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1406, loss: 3.3797, grad_norm: 6.6736 2021-07-05 09:21:57,895 - mmaction - INFO - Epoch [52][1360/3757] lr: 1.000e-02, eta: 4 days, 14:59:25, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3155, top1_acc: 0.4922, top5_acc: 0.7125, loss_cls: 2.2623, loss: 3.5779, grad_norm: 6.7378 2021-07-05 09:22:19,022 - mmaction - INFO - Epoch [52][1380/3757] lr: 1.000e-02, eta: 4 days, 14:59:02, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3012, top1_acc: 0.4977, top5_acc: 0.7172, loss_cls: 2.2613, loss: 3.5625, grad_norm: 6.6566 2021-07-05 09:22:40,041 - mmaction - INFO - Epoch [52][1400/3757] lr: 1.000e-02, eta: 4 days, 14:58:40, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2396, top1_acc: 0.5008, top5_acc: 0.7438, loss_cls: 2.1394, loss: 3.3790, grad_norm: 6.9362 2021-07-05 09:23:02,067 - mmaction - INFO - Epoch [52][1420/3757] lr: 1.000e-02, eta: 4 days, 14:58:19, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1703, loss: 3.4414, grad_norm: 6.7173 2021-07-05 09:23:24,599 - mmaction - INFO - Epoch [52][1440/3757] lr: 1.000e-02, eta: 4 days, 14:57:59, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 1.2009, top1_acc: 0.5367, top5_acc: 0.7500, loss_cls: 2.0673, loss: 3.2682, grad_norm: 6.6140 2021-07-05 09:23:45,858 - mmaction - INFO - Epoch [52][1460/3757] lr: 1.000e-02, eta: 4 days, 14:57:37, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2610, top1_acc: 0.5102, top5_acc: 0.7477, loss_cls: 2.1426, loss: 3.4035, grad_norm: 6.7658 2021-07-05 09:24:07,235 - mmaction - INFO - Epoch [52][1480/3757] lr: 1.000e-02, eta: 4 days, 14:57:15, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3028, top1_acc: 0.4828, top5_acc: 0.7141, loss_cls: 2.2705, loss: 3.5734, grad_norm: 6.8028 2021-07-05 09:24:28,258 - mmaction - INFO - Epoch [52][1500/3757] lr: 1.000e-02, eta: 4 days, 14:56:53, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2845, top1_acc: 0.5062, top5_acc: 0.7320, loss_cls: 2.2242, loss: 3.5087, grad_norm: 6.8418 2021-07-05 09:24:49,589 - mmaction - INFO - Epoch [52][1520/3757] lr: 1.000e-02, eta: 4 days, 14:56:31, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3065, top1_acc: 0.5062, top5_acc: 0.7195, loss_cls: 2.2369, loss: 3.5435, grad_norm: 6.8230 2021-07-05 09:25:10,748 - mmaction - INFO - Epoch [52][1540/3757] lr: 1.000e-02, eta: 4 days, 14:56:08, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3095, top1_acc: 0.4797, top5_acc: 0.7203, loss_cls: 2.2794, loss: 3.5889, grad_norm: 6.9238 2021-07-05 09:25:32,927 - mmaction - INFO - Epoch [52][1560/3757] lr: 1.000e-02, eta: 4 days, 14:55:48, time: 1.108, data_time: 0.017, memory: 6921, loss_aux: 1.2591, top1_acc: 0.4906, top5_acc: 0.7320, loss_cls: 2.1798, loss: 3.4389, grad_norm: 6.7393 2021-07-05 09:25:53,959 - mmaction - INFO - Epoch [52][1580/3757] lr: 1.000e-02, eta: 4 days, 14:55:25, time: 1.053, data_time: 0.008, memory: 6921, loss_aux: 1.2719, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.1847, loss: 3.4566, grad_norm: 6.7798 2021-07-05 09:26:16,285 - mmaction - INFO - Epoch [52][1600/3757] lr: 1.000e-02, eta: 4 days, 14:55:05, time: 1.116, data_time: 0.075, memory: 6921, loss_aux: 1.2859, top1_acc: 0.5195, top5_acc: 0.7375, loss_cls: 2.1925, loss: 3.4784, grad_norm: 6.6927 2021-07-05 09:26:38,060 - mmaction - INFO - Epoch [52][1620/3757] lr: 1.000e-02, eta: 4 days, 14:54:44, time: 1.090, data_time: 0.051, memory: 6921, loss_aux: 1.2628, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1655, loss: 3.4283, grad_norm: 6.7330 2021-07-05 09:26:59,260 - mmaction - INFO - Epoch [52][1640/3757] lr: 1.000e-02, eta: 4 days, 14:54:22, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2951, top1_acc: 0.5023, top5_acc: 0.7273, loss_cls: 2.2027, loss: 3.4978, grad_norm: 6.6685 2021-07-05 09:27:21,292 - mmaction - INFO - Epoch [52][1660/3757] lr: 1.000e-02, eta: 4 days, 14:54:01, time: 1.101, data_time: 0.050, memory: 6921, loss_aux: 1.2631, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.1988, loss: 3.4619, grad_norm: 6.8139 2021-07-05 09:27:42,368 - mmaction - INFO - Epoch [52][1680/3757] lr: 1.000e-02, eta: 4 days, 14:53:39, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2756, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.1759, loss: 3.4515, grad_norm: 6.8469 2021-07-05 09:28:04,404 - mmaction - INFO - Epoch [52][1700/3757] lr: 1.000e-02, eta: 4 days, 14:53:18, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2511, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1420, loss: 3.3931, grad_norm: 6.5220 2021-07-05 09:28:25,799 - mmaction - INFO - Epoch [52][1720/3757] lr: 1.000e-02, eta: 4 days, 14:52:56, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2489, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1478, loss: 3.3968, grad_norm: 6.7664 2021-07-05 09:28:46,965 - mmaction - INFO - Epoch [52][1740/3757] lr: 1.000e-02, eta: 4 days, 14:52:34, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2660, top1_acc: 0.5234, top5_acc: 0.7344, loss_cls: 2.1489, loss: 3.4149, grad_norm: 6.8432 2021-07-05 09:29:08,247 - mmaction - INFO - Epoch [52][1760/3757] lr: 1.000e-02, eta: 4 days, 14:52:12, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2807, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1801, loss: 3.4608, grad_norm: 6.8765 2021-07-05 09:29:29,795 - mmaction - INFO - Epoch [52][1780/3757] lr: 1.000e-02, eta: 4 days, 14:51:50, time: 1.074, data_time: 0.016, memory: 6921, loss_aux: 1.2960, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.2041, loss: 3.5001, grad_norm: 6.8901 2021-07-05 09:29:51,701 - mmaction - INFO - Epoch [52][1800/3757] lr: 1.000e-02, eta: 4 days, 14:51:29, time: 1.097, data_time: 0.007, memory: 6921, loss_aux: 1.2384, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.1055, loss: 3.3439, grad_norm: 6.8164 2021-07-05 09:30:13,578 - mmaction - INFO - Epoch [52][1820/3757] lr: 1.000e-02, eta: 4 days, 14:51:08, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2815, top1_acc: 0.5195, top5_acc: 0.7203, loss_cls: 2.1892, loss: 3.4707, grad_norm: 6.6752 2021-07-05 09:30:35,467 - mmaction - INFO - Epoch [52][1840/3757] lr: 1.000e-02, eta: 4 days, 14:50:47, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2757, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.2012, loss: 3.4769, grad_norm: 6.7401 2021-07-05 09:30:56,582 - mmaction - INFO - Epoch [52][1860/3757] lr: 1.000e-02, eta: 4 days, 14:50:25, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2781, top1_acc: 0.5086, top5_acc: 0.7234, loss_cls: 2.2319, loss: 3.5100, grad_norm: 6.6684 2021-07-05 09:31:18,460 - mmaction - INFO - Epoch [52][1880/3757] lr: 1.000e-02, eta: 4 days, 14:50:04, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.3459, top1_acc: 0.4914, top5_acc: 0.6977, loss_cls: 2.3408, loss: 3.6867, grad_norm: 6.7372 2021-07-05 09:31:40,450 - mmaction - INFO - Epoch [52][1900/3757] lr: 1.000e-02, eta: 4 days, 14:49:43, time: 1.102, data_time: 0.007, memory: 6921, loss_aux: 1.3168, top1_acc: 0.4859, top5_acc: 0.7234, loss_cls: 2.2502, loss: 3.5670, grad_norm: 6.6663 2021-07-05 09:32:01,596 - mmaction - INFO - Epoch [52][1920/3757] lr: 1.000e-02, eta: 4 days, 14:49:21, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3003, top1_acc: 0.5070, top5_acc: 0.7242, loss_cls: 2.1954, loss: 3.4957, grad_norm: 6.6192 2021-07-05 09:32:23,004 - mmaction - INFO - Epoch [52][1940/3757] lr: 1.000e-02, eta: 4 days, 14:48:59, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2666, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.1725, loss: 3.4391, grad_norm: 6.5943 2021-07-05 09:32:45,227 - mmaction - INFO - Epoch [52][1960/3757] lr: 1.000e-02, eta: 4 days, 14:48:39, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.2320, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0977, loss: 3.3297, grad_norm: 6.6369 2021-07-05 09:33:06,357 - mmaction - INFO - Epoch [52][1980/3757] lr: 1.000e-02, eta: 4 days, 14:48:16, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3095, top1_acc: 0.4852, top5_acc: 0.7219, loss_cls: 2.2662, loss: 3.5757, grad_norm: 6.8184 2021-07-05 09:33:27,579 - mmaction - INFO - Epoch [52][2000/3757] lr: 1.000e-02, eta: 4 days, 14:47:54, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.3192, top1_acc: 0.4773, top5_acc: 0.7242, loss_cls: 2.2515, loss: 3.5706, grad_norm: 6.8435 2021-07-05 09:33:49,531 - mmaction - INFO - Epoch [52][2020/3757] lr: 1.000e-02, eta: 4 days, 14:47:33, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.3248, top1_acc: 0.4977, top5_acc: 0.7141, loss_cls: 2.2796, loss: 3.6043, grad_norm: 6.8305 2021-07-05 09:34:10,527 - mmaction - INFO - Epoch [52][2040/3757] lr: 1.000e-02, eta: 4 days, 14:47:11, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2929, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.1710, loss: 3.4639, grad_norm: 6.7756 2021-07-05 09:34:32,521 - mmaction - INFO - Epoch [52][2060/3757] lr: 1.000e-02, eta: 4 days, 14:46:50, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5016, top5_acc: 0.7430, loss_cls: 2.1882, loss: 3.4513, grad_norm: 6.7932 2021-07-05 09:34:54,121 - mmaction - INFO - Epoch [52][2080/3757] lr: 1.000e-02, eta: 4 days, 14:46:28, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2700, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.2272, loss: 3.4972, grad_norm: 6.8080 2021-07-05 09:35:15,445 - mmaction - INFO - Epoch [52][2100/3757] lr: 1.000e-02, eta: 4 days, 14:46:06, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3100, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.2684, loss: 3.5784, grad_norm: 6.9849 2021-07-05 09:35:38,701 - mmaction - INFO - Epoch [52][2120/3757] lr: 1.000e-02, eta: 4 days, 14:45:48, time: 1.164, data_time: 0.003, memory: 6921, loss_aux: 1.2789, top1_acc: 0.4953, top5_acc: 0.7172, loss_cls: 2.1777, loss: 3.4566, grad_norm: 6.7299 2021-07-05 09:35:59,655 - mmaction - INFO - Epoch [52][2140/3757] lr: 1.000e-02, eta: 4 days, 14:45:25, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2450, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1736, loss: 3.4186, grad_norm: 6.7649 2021-07-05 09:36:20,736 - mmaction - INFO - Epoch [52][2160/3757] lr: 1.000e-02, eta: 4 days, 14:45:03, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2590, top1_acc: 0.4805, top5_acc: 0.7359, loss_cls: 2.2174, loss: 3.4764, grad_norm: 6.7680 2021-07-05 09:36:42,416 - mmaction - INFO - Epoch [52][2180/3757] lr: 1.000e-02, eta: 4 days, 14:44:41, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2874, top1_acc: 0.5039, top5_acc: 0.7242, loss_cls: 2.1962, loss: 3.4836, grad_norm: 6.6539 2021-07-05 09:37:04,211 - mmaction - INFO - Epoch [52][2200/3757] lr: 1.000e-02, eta: 4 days, 14:44:20, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2884, top1_acc: 0.4844, top5_acc: 0.7203, loss_cls: 2.2549, loss: 3.5433, grad_norm: 6.7703 2021-07-05 09:37:25,837 - mmaction - INFO - Epoch [52][2220/3757] lr: 1.000e-02, eta: 4 days, 14:43:59, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 1.2977, top1_acc: 0.4914, top5_acc: 0.7188, loss_cls: 2.2587, loss: 3.5564, grad_norm: 6.6635 2021-07-05 09:37:46,830 - mmaction - INFO - Epoch [52][2240/3757] lr: 1.000e-02, eta: 4 days, 14:43:36, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2826, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.1972, loss: 3.4798, grad_norm: 6.6465 2021-07-05 09:38:08,912 - mmaction - INFO - Epoch [52][2260/3757] lr: 1.000e-02, eta: 4 days, 14:43:16, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.2928, top1_acc: 0.5180, top5_acc: 0.7281, loss_cls: 2.1810, loss: 3.4738, grad_norm: 6.6234 2021-07-05 09:38:30,715 - mmaction - INFO - Epoch [52][2280/3757] lr: 1.000e-02, eta: 4 days, 14:42:54, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5273, top5_acc: 0.7367, loss_cls: 2.1512, loss: 3.4265, grad_norm: 6.6293 2021-07-05 09:38:52,623 - mmaction - INFO - Epoch [52][2300/3757] lr: 1.000e-02, eta: 4 days, 14:42:34, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.3508, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2668, loss: 3.6176, grad_norm: 6.9001 2021-07-05 09:39:14,716 - mmaction - INFO - Epoch [52][2320/3757] lr: 1.000e-02, eta: 4 days, 14:42:13, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.3383, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.3110, loss: 3.6492, grad_norm: 6.9658 2021-07-05 09:39:36,084 - mmaction - INFO - Epoch [52][2340/3757] lr: 1.000e-02, eta: 4 days, 14:41:51, time: 1.068, data_time: 0.008, memory: 6921, loss_aux: 1.3412, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.2866, loss: 3.6278, grad_norm: 6.8486 2021-07-05 09:39:57,578 - mmaction - INFO - Epoch [52][2360/3757] lr: 1.000e-02, eta: 4 days, 14:41:29, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.2610, top1_acc: 0.5359, top5_acc: 0.7398, loss_cls: 2.1263, loss: 3.3873, grad_norm: 6.6291 2021-07-05 09:40:18,922 - mmaction - INFO - Epoch [52][2380/3757] lr: 1.000e-02, eta: 4 days, 14:41:07, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2575, top1_acc: 0.5156, top5_acc: 0.7359, loss_cls: 2.1592, loss: 3.4167, grad_norm: 6.7782 2021-07-05 09:40:40,693 - mmaction - INFO - Epoch [52][2400/3757] lr: 1.000e-02, eta: 4 days, 14:40:46, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2341, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.1403, loss: 3.3744, grad_norm: 6.7892 2021-07-05 09:41:02,432 - mmaction - INFO - Epoch [52][2420/3757] lr: 1.000e-02, eta: 4 days, 14:40:25, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2626, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1579, loss: 3.4206, grad_norm: 6.7804 2021-07-05 09:41:23,597 - mmaction - INFO - Epoch [52][2440/3757] lr: 1.000e-02, eta: 4 days, 14:40:03, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2619, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1580, loss: 3.4198, grad_norm: 6.8181 2021-07-05 09:41:45,397 - mmaction - INFO - Epoch [52][2460/3757] lr: 1.000e-02, eta: 4 days, 14:39:41, time: 1.090, data_time: 0.025, memory: 6921, loss_aux: 1.2888, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.1963, loss: 3.4851, grad_norm: 6.6360 2021-07-05 09:42:08,658 - mmaction - INFO - Epoch [52][2480/3757] lr: 1.000e-02, eta: 4 days, 14:39:23, time: 1.164, data_time: 0.044, memory: 6921, loss_aux: 1.2745, top1_acc: 0.5023, top5_acc: 0.7258, loss_cls: 2.2151, loss: 3.4895, grad_norm: 6.8014 2021-07-05 09:42:29,924 - mmaction - INFO - Epoch [52][2500/3757] lr: 1.000e-02, eta: 4 days, 14:39:01, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2177, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0669, loss: 3.2846, grad_norm: 6.5537 2021-07-05 09:42:51,035 - mmaction - INFO - Epoch [52][2520/3757] lr: 1.000e-02, eta: 4 days, 14:38:39, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5203, top5_acc: 0.7547, loss_cls: 2.1184, loss: 3.3777, grad_norm: 6.5633 2021-07-05 09:43:12,311 - mmaction - INFO - Epoch [52][2540/3757] lr: 1.000e-02, eta: 4 days, 14:38:16, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 1.2827, top1_acc: 0.4859, top5_acc: 0.7156, loss_cls: 2.2531, loss: 3.5358, grad_norm: 6.7593 2021-07-05 09:43:34,568 - mmaction - INFO - Epoch [52][2560/3757] lr: 1.000e-02, eta: 4 days, 14:37:56, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.3010, top1_acc: 0.4930, top5_acc: 0.7180, loss_cls: 2.2607, loss: 3.5617, grad_norm: 6.9305 2021-07-05 09:43:55,686 - mmaction - INFO - Epoch [52][2580/3757] lr: 1.000e-02, eta: 4 days, 14:37:34, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.2699, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1546, loss: 3.4245, grad_norm: 6.5843 2021-07-05 09:44:17,722 - mmaction - INFO - Epoch [52][2600/3757] lr: 1.000e-02, eta: 4 days, 14:37:13, time: 1.103, data_time: 0.007, memory: 6921, loss_aux: 1.2516, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.1030, loss: 3.3546, grad_norm: 6.5609 2021-07-05 09:44:39,767 - mmaction - INFO - Epoch [52][2620/3757] lr: 1.000e-02, eta: 4 days, 14:36:53, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.3051, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.2256, loss: 3.5307, grad_norm: 6.8169 2021-07-05 09:45:01,299 - mmaction - INFO - Epoch [52][2640/3757] lr: 1.000e-02, eta: 4 days, 14:36:31, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.3080, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2637, loss: 3.5716, grad_norm: 6.9352 2021-07-05 09:45:22,313 - mmaction - INFO - Epoch [52][2660/3757] lr: 1.000e-02, eta: 4 days, 14:36:08, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2880, top1_acc: 0.5266, top5_acc: 0.7344, loss_cls: 2.1930, loss: 3.4810, grad_norm: 6.6835 2021-07-05 09:45:43,499 - mmaction - INFO - Epoch [52][2680/3757] lr: 1.000e-02, eta: 4 days, 14:35:46, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2496, top1_acc: 0.5047, top5_acc: 0.7352, loss_cls: 2.1749, loss: 3.4245, grad_norm: 6.6863 2021-07-05 09:46:05,231 - mmaction - INFO - Epoch [52][2700/3757] lr: 1.000e-02, eta: 4 days, 14:35:25, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.2746, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.1660, loss: 3.4406, grad_norm: 6.8228 2021-07-05 09:46:27,236 - mmaction - INFO - Epoch [52][2720/3757] lr: 1.000e-02, eta: 4 days, 14:35:04, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.3086, top1_acc: 0.4836, top5_acc: 0.7250, loss_cls: 2.2466, loss: 3.5552, grad_norm: 6.8648 2021-07-05 09:46:48,965 - mmaction - INFO - Epoch [52][2740/3757] lr: 1.000e-02, eta: 4 days, 14:34:43, time: 1.086, data_time: 0.006, memory: 6921, loss_aux: 1.2403, top1_acc: 0.4898, top5_acc: 0.7109, loss_cls: 2.2021, loss: 3.4424, grad_norm: 6.7296 2021-07-05 09:47:10,484 - mmaction - INFO - Epoch [52][2760/3757] lr: 1.000e-02, eta: 4 days, 14:34:21, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2697, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1882, loss: 3.4579, grad_norm: 6.8988 2021-07-05 09:47:31,642 - mmaction - INFO - Epoch [52][2780/3757] lr: 1.000e-02, eta: 4 days, 14:33:59, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2822, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.2104, loss: 3.4926, grad_norm: 6.7394 2021-07-05 09:47:52,794 - mmaction - INFO - Epoch [52][2800/3757] lr: 1.000e-02, eta: 4 days, 14:33:36, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2842, top1_acc: 0.4813, top5_acc: 0.7328, loss_cls: 2.2126, loss: 3.4968, grad_norm: 6.9287 2021-07-05 09:48:14,617 - mmaction - INFO - Epoch [52][2820/3757] lr: 1.000e-02, eta: 4 days, 14:33:15, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2130, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.0689, loss: 3.2819, grad_norm: 6.7410 2021-07-05 09:48:36,814 - mmaction - INFO - Epoch [52][2840/3757] lr: 1.000e-02, eta: 4 days, 14:32:55, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.2736, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.1884, loss: 3.4619, grad_norm: 6.8124 2021-07-05 09:48:58,416 - mmaction - INFO - Epoch [52][2860/3757] lr: 1.000e-02, eta: 4 days, 14:32:34, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2794, top1_acc: 0.5031, top5_acc: 0.7367, loss_cls: 2.1516, loss: 3.4309, grad_norm: 6.7400 2021-07-05 09:49:19,595 - mmaction - INFO - Epoch [52][2880/3757] lr: 1.000e-02, eta: 4 days, 14:32:11, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2849, top1_acc: 0.5242, top5_acc: 0.7422, loss_cls: 2.1523, loss: 3.4373, grad_norm: 6.7220 2021-07-05 09:49:40,884 - mmaction - INFO - Epoch [52][2900/3757] lr: 1.000e-02, eta: 4 days, 14:31:49, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2478, top1_acc: 0.4891, top5_acc: 0.7266, loss_cls: 2.2002, loss: 3.4480, grad_norm: 6.6719 2021-07-05 09:50:02,322 - mmaction - INFO - Epoch [52][2920/3757] lr: 1.000e-02, eta: 4 days, 14:31:27, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2461, top1_acc: 0.5180, top5_acc: 0.7352, loss_cls: 2.1873, loss: 3.4334, grad_norm: 6.6199 2021-07-05 09:50:23,659 - mmaction - INFO - Epoch [52][2940/3757] lr: 1.000e-02, eta: 4 days, 14:31:05, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2603, top1_acc: 0.5047, top5_acc: 0.7352, loss_cls: 2.1856, loss: 3.4459, grad_norm: 6.6701 2021-07-05 09:50:45,038 - mmaction - INFO - Epoch [52][2960/3757] lr: 1.000e-02, eta: 4 days, 14:30:43, time: 1.070, data_time: 0.017, memory: 6921, loss_aux: 1.2833, top1_acc: 0.4867, top5_acc: 0.7242, loss_cls: 2.2465, loss: 3.5297, grad_norm: 6.8222 2021-07-05 09:51:07,481 - mmaction - INFO - Epoch [52][2980/3757] lr: 1.000e-02, eta: 4 days, 14:30:23, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 1.3260, top1_acc: 0.5000, top5_acc: 0.7258, loss_cls: 2.2538, loss: 3.5798, grad_norm: 6.8155 2021-07-05 09:51:28,704 - mmaction - INFO - Epoch [52][3000/3757] lr: 1.000e-02, eta: 4 days, 14:30:01, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3183, top1_acc: 0.4898, top5_acc: 0.7156, loss_cls: 2.2755, loss: 3.5938, grad_norm: 6.8709 2021-07-05 09:51:50,634 - mmaction - INFO - Epoch [52][3020/3757] lr: 1.000e-02, eta: 4 days, 14:29:40, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.3119, top1_acc: 0.4930, top5_acc: 0.7172, loss_cls: 2.2315, loss: 3.5435, grad_norm: 6.6628 2021-07-05 09:52:12,087 - mmaction - INFO - Epoch [52][3040/3757] lr: 1.000e-02, eta: 4 days, 14:29:19, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2836, top1_acc: 0.4836, top5_acc: 0.7359, loss_cls: 2.1741, loss: 3.4577, grad_norm: 6.9065 2021-07-05 09:52:33,528 - mmaction - INFO - Epoch [52][3060/3757] lr: 1.000e-02, eta: 4 days, 14:28:57, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2586, top1_acc: 0.5305, top5_acc: 0.7492, loss_cls: 2.1095, loss: 3.3681, grad_norm: 6.9646 2021-07-05 09:52:56,608 - mmaction - INFO - Epoch [52][3080/3757] lr: 1.000e-02, eta: 4 days, 14:28:38, time: 1.158, data_time: 0.005, memory: 6921, loss_aux: 1.2953, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.2067, loss: 3.5020, grad_norm: 6.9325 2021-07-05 09:53:17,710 - mmaction - INFO - Epoch [52][3100/3757] lr: 1.000e-02, eta: 4 days, 14:28:16, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3135, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.2614, loss: 3.5749, grad_norm: 7.0096 2021-07-05 09:53:38,908 - mmaction - INFO - Epoch [52][3120/3757] lr: 1.000e-02, eta: 4 days, 14:27:53, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.3032, top1_acc: 0.4852, top5_acc: 0.7297, loss_cls: 2.2355, loss: 3.5387, grad_norm: 6.8361 2021-07-05 09:54:00,427 - mmaction - INFO - Epoch [52][3140/3757] lr: 1.000e-02, eta: 4 days, 14:27:32, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2819, top1_acc: 0.5125, top5_acc: 0.7344, loss_cls: 2.1844, loss: 3.4663, grad_norm: 6.5996 2021-07-05 09:54:22,609 - mmaction - INFO - Epoch [52][3160/3757] lr: 1.000e-02, eta: 4 days, 14:27:11, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.2570, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.1586, loss: 3.4156, grad_norm: 6.6389 2021-07-05 09:54:44,336 - mmaction - INFO - Epoch [52][3180/3757] lr: 1.000e-02, eta: 4 days, 14:26:50, time: 1.088, data_time: 0.005, memory: 6921, loss_aux: 1.2151, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0876, loss: 3.3027, grad_norm: 6.4324 2021-07-05 09:55:05,654 - mmaction - INFO - Epoch [52][3200/3757] lr: 1.000e-02, eta: 4 days, 14:26:28, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2546, top1_acc: 0.5062, top5_acc: 0.7273, loss_cls: 2.1910, loss: 3.4457, grad_norm: 6.7485 2021-07-05 09:55:26,677 - mmaction - INFO - Epoch [52][3220/3757] lr: 1.000e-02, eta: 4 days, 14:26:06, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2859, top1_acc: 0.5055, top5_acc: 0.7242, loss_cls: 2.1834, loss: 3.4693, grad_norm: 6.8239 2021-07-05 09:55:48,107 - mmaction - INFO - Epoch [52][3240/3757] lr: 1.000e-02, eta: 4 days, 14:25:44, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2733, top1_acc: 0.5047, top5_acc: 0.7258, loss_cls: 2.2278, loss: 3.5011, grad_norm: 6.7241 2021-07-05 09:56:10,806 - mmaction - INFO - Epoch [52][3260/3757] lr: 1.000e-02, eta: 4 days, 14:25:24, time: 1.136, data_time: 0.002, memory: 6921, loss_aux: 1.2564, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1640, loss: 3.4204, grad_norm: 6.7792 2021-07-05 09:56:32,193 - mmaction - INFO - Epoch [52][3280/3757] lr: 1.000e-02, eta: 4 days, 14:25:02, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2738, top1_acc: 0.4914, top5_acc: 0.7391, loss_cls: 2.1602, loss: 3.4340, grad_norm: 6.7733 2021-07-05 09:56:54,346 - mmaction - INFO - Epoch [52][3300/3757] lr: 1.000e-02, eta: 4 days, 14:24:42, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.2635, top1_acc: 0.5227, top5_acc: 0.7406, loss_cls: 2.1171, loss: 3.3805, grad_norm: 6.5891 2021-07-05 09:57:15,460 - mmaction - INFO - Epoch [52][3320/3757] lr: 1.000e-02, eta: 4 days, 14:24:20, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2662, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1894, loss: 3.4556, grad_norm: 6.7808 2021-07-05 09:57:36,729 - mmaction - INFO - Epoch [52][3340/3757] lr: 1.000e-02, eta: 4 days, 14:23:57, time: 1.063, data_time: 0.007, memory: 6921, loss_aux: 1.2668, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.1679, loss: 3.4347, grad_norm: 6.7788 2021-07-05 09:57:57,863 - mmaction - INFO - Epoch [52][3360/3757] lr: 1.000e-02, eta: 4 days, 14:23:35, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2802, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1488, loss: 3.4290, grad_norm: 6.8421 2021-07-05 09:58:19,638 - mmaction - INFO - Epoch [52][3380/3757] lr: 1.000e-02, eta: 4 days, 14:23:14, time: 1.088, data_time: 0.029, memory: 6921, loss_aux: 1.2637, top1_acc: 0.5023, top5_acc: 0.7273, loss_cls: 2.1766, loss: 3.4402, grad_norm: 6.8551 2021-07-05 09:58:40,674 - mmaction - INFO - Epoch [52][3400/3757] lr: 1.000e-02, eta: 4 days, 14:22:51, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.2864, top1_acc: 0.5156, top5_acc: 0.7227, loss_cls: 2.1953, loss: 3.4817, grad_norm: 6.7265 2021-07-05 09:59:02,614 - mmaction - INFO - Epoch [52][3420/3757] lr: 1.000e-02, eta: 4 days, 14:22:30, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.3335, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2347, loss: 3.5682, grad_norm: 6.9085 2021-07-05 09:59:23,759 - mmaction - INFO - Epoch [52][3440/3757] lr: 1.000e-02, eta: 4 days, 14:22:08, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2923, top1_acc: 0.5148, top5_acc: 0.7359, loss_cls: 2.2251, loss: 3.5174, grad_norm: 6.7936 2021-07-05 09:59:45,721 - mmaction - INFO - Epoch [52][3460/3757] lr: 1.000e-02, eta: 4 days, 14:21:47, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2386, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.0976, loss: 3.3362, grad_norm: 6.5422 2021-07-05 10:00:07,072 - mmaction - INFO - Epoch [52][3480/3757] lr: 1.000e-02, eta: 4 days, 14:21:25, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3095, top1_acc: 0.4922, top5_acc: 0.7117, loss_cls: 2.2890, loss: 3.5986, grad_norm: 6.8724 2021-07-05 10:00:28,480 - mmaction - INFO - Epoch [52][3500/3757] lr: 1.000e-02, eta: 4 days, 14:21:03, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2541, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1752, loss: 3.4293, grad_norm: 6.4904 2021-07-05 10:00:49,761 - mmaction - INFO - Epoch [52][3520/3757] lr: 1.000e-02, eta: 4 days, 14:20:41, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2346, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.1031, loss: 3.3377, grad_norm: 6.5174 2021-07-05 10:01:11,112 - mmaction - INFO - Epoch [52][3540/3757] lr: 1.000e-02, eta: 4 days, 14:20:19, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2747, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2005, loss: 3.4751, grad_norm: 6.8513 2021-07-05 10:01:33,550 - mmaction - INFO - Epoch [52][3560/3757] lr: 1.000e-02, eta: 4 days, 14:19:59, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 1.2598, top1_acc: 0.5164, top5_acc: 0.7398, loss_cls: 2.1779, loss: 3.4377, grad_norm: 6.9301 2021-07-05 10:01:54,737 - mmaction - INFO - Epoch [52][3580/3757] lr: 1.000e-02, eta: 4 days, 14:19:37, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2921, top1_acc: 0.5062, top5_acc: 0.7242, loss_cls: 2.2126, loss: 3.5048, grad_norm: 6.8300 2021-07-05 10:02:16,629 - mmaction - INFO - Epoch [52][3600/3757] lr: 1.000e-02, eta: 4 days, 14:19:16, time: 1.097, data_time: 0.006, memory: 6921, loss_aux: 1.3063, top1_acc: 0.4914, top5_acc: 0.7203, loss_cls: 2.2497, loss: 3.5560, grad_norm: 6.8404 2021-07-05 10:02:37,891 - mmaction - INFO - Epoch [52][3620/3757] lr: 1.000e-02, eta: 4 days, 14:18:54, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2527, top1_acc: 0.5281, top5_acc: 0.7508, loss_cls: 2.0969, loss: 3.3496, grad_norm: 6.5980 2021-07-05 10:02:59,070 - mmaction - INFO - Epoch [52][3640/3757] lr: 1.000e-02, eta: 4 days, 14:18:32, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2745, top1_acc: 0.4891, top5_acc: 0.7312, loss_cls: 2.2071, loss: 3.4816, grad_norm: 6.6702 2021-07-05 10:03:20,685 - mmaction - INFO - Epoch [52][3660/3757] lr: 1.000e-02, eta: 4 days, 14:18:10, time: 1.082, data_time: 0.006, memory: 6921, loss_aux: 1.2727, top1_acc: 0.5047, top5_acc: 0.7281, loss_cls: 2.2020, loss: 3.4747, grad_norm: 6.7091 2021-07-05 10:03:42,600 - mmaction - INFO - Epoch [52][3680/3757] lr: 1.000e-02, eta: 4 days, 14:17:49, time: 1.096, data_time: 0.007, memory: 6921, loss_aux: 1.3003, top1_acc: 0.5016, top5_acc: 0.7344, loss_cls: 2.1999, loss: 3.5002, grad_norm: 6.6746 2021-07-05 10:04:04,487 - mmaction - INFO - Epoch [52][3700/3757] lr: 1.000e-02, eta: 4 days, 14:17:28, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2386, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 2.0896, loss: 3.3282, grad_norm: 6.8376 2021-07-05 10:04:26,348 - mmaction - INFO - Epoch [52][3720/3757] lr: 1.000e-02, eta: 4 days, 14:17:07, time: 1.093, data_time: 0.007, memory: 6921, loss_aux: 1.3099, top1_acc: 0.4867, top5_acc: 0.6984, loss_cls: 2.2536, loss: 3.5636, grad_norm: 6.9046 2021-07-05 10:04:48,430 - mmaction - INFO - Epoch [52][3740/3757] lr: 1.000e-02, eta: 4 days, 14:16:47, time: 1.106, data_time: 0.005, memory: 6921, loss_aux: 1.2335, top1_acc: 0.5391, top5_acc: 0.7383, loss_cls: 2.1138, loss: 3.3473, grad_norm: 6.6053 2021-07-05 10:05:07,299 - mmaction - INFO - Saving checkpoint at 52 epochs 2021-07-05 10:06:10,949 - mmaction - INFO - Epoch [53][20/3757] lr: 1.000e-02, eta: 4 days, 14:16:49, time: 3.101, data_time: 1.949, memory: 6921, loss_aux: 1.2299, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1334, loss: 3.3633, grad_norm: 6.5006 2021-07-05 10:06:32,327 - mmaction - INFO - Epoch [53][40/3757] lr: 1.000e-02, eta: 4 days, 14:16:27, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.3094, top1_acc: 0.4797, top5_acc: 0.7258, loss_cls: 2.2450, loss: 3.5545, grad_norm: 6.7974 2021-07-05 10:06:53,739 - mmaction - INFO - Epoch [53][60/3757] lr: 1.000e-02, eta: 4 days, 14:16:05, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.2833, top1_acc: 0.5070, top5_acc: 0.7258, loss_cls: 2.2142, loss: 3.4975, grad_norm: 6.8150 2021-07-05 10:07:15,770 - mmaction - INFO - Epoch [53][80/3757] lr: 1.000e-02, eta: 4 days, 14:15:44, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.2967, top1_acc: 0.4938, top5_acc: 0.7500, loss_cls: 2.1840, loss: 3.4807, grad_norm: 6.8563 2021-07-05 10:07:36,959 - mmaction - INFO - Epoch [53][100/3757] lr: 1.000e-02, eta: 4 days, 14:15:22, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2714, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.2019, loss: 3.4733, grad_norm: 6.7451 2021-07-05 10:07:59,693 - mmaction - INFO - Epoch [53][120/3757] lr: 1.000e-02, eta: 4 days, 14:15:03, time: 1.137, data_time: 0.005, memory: 6921, loss_aux: 1.2204, top1_acc: 0.5383, top5_acc: 0.7500, loss_cls: 2.0853, loss: 3.3056, grad_norm: 6.6073 2021-07-05 10:08:20,649 - mmaction - INFO - Epoch [53][140/3757] lr: 1.000e-02, eta: 4 days, 14:14:40, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1201, loss: 3.3671, grad_norm: 6.9271 2021-07-05 10:08:42,210 - mmaction - INFO - Epoch [53][160/3757] lr: 1.000e-02, eta: 4 days, 14:14:18, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.3389, top1_acc: 0.4906, top5_acc: 0.7125, loss_cls: 2.2784, loss: 3.6172, grad_norm: 6.7656 2021-07-05 10:09:03,754 - mmaction - INFO - Epoch [53][180/3757] lr: 1.000e-02, eta: 4 days, 14:13:57, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.2785, top1_acc: 0.5078, top5_acc: 0.7164, loss_cls: 2.1983, loss: 3.4768, grad_norm: 6.8108 2021-07-05 10:09:25,264 - mmaction - INFO - Epoch [53][200/3757] lr: 1.000e-02, eta: 4 days, 14:13:35, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2541, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1258, loss: 3.3799, grad_norm: 6.7279 2021-07-05 10:09:46,698 - mmaction - INFO - Epoch [53][220/3757] lr: 1.000e-02, eta: 4 days, 14:13:13, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2867, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2368, loss: 3.5236, grad_norm: 6.9097 2021-07-05 10:10:07,851 - mmaction - INFO - Epoch [53][240/3757] lr: 1.000e-02, eta: 4 days, 14:12:51, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2417, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1346, loss: 3.3763, grad_norm: 6.8361 2021-07-05 10:10:29,583 - mmaction - INFO - Epoch [53][260/3757] lr: 1.000e-02, eta: 4 days, 14:12:30, time: 1.089, data_time: 0.006, memory: 6921, loss_aux: 1.2609, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.1690, loss: 3.4299, grad_norm: 6.7096 2021-07-05 10:10:51,924 - mmaction - INFO - Epoch [53][280/3757] lr: 1.000e-02, eta: 4 days, 14:12:10, time: 1.117, data_time: 0.020, memory: 6921, loss_aux: 1.2617, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1289, loss: 3.3906, grad_norm: 6.8389 2021-07-05 10:11:12,682 - mmaction - INFO - Epoch [53][300/3757] lr: 1.000e-02, eta: 4 days, 14:11:46, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.2585, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1256, loss: 3.3841, grad_norm: 6.7873 2021-07-05 10:11:35,383 - mmaction - INFO - Epoch [53][320/3757] lr: 1.000e-02, eta: 4 days, 14:11:27, time: 1.135, data_time: 0.004, memory: 6921, loss_aux: 1.2724, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1548, loss: 3.4272, grad_norm: 6.8419 2021-07-05 10:11:56,252 - mmaction - INFO - Epoch [53][340/3757] lr: 1.000e-02, eta: 4 days, 14:11:04, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2907, top1_acc: 0.4852, top5_acc: 0.7352, loss_cls: 2.2216, loss: 3.5123, grad_norm: 6.7882 2021-07-05 10:12:17,190 - mmaction - INFO - Epoch [53][360/3757] lr: 1.000e-02, eta: 4 days, 14:10:41, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2770, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.1450, loss: 3.4220, grad_norm: 6.9179 2021-07-05 10:12:39,062 - mmaction - INFO - Epoch [53][380/3757] lr: 1.000e-02, eta: 4 days, 14:10:20, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.2209, top1_acc: 0.5281, top5_acc: 0.7555, loss_cls: 2.0480, loss: 3.2689, grad_norm: 6.6192 2021-07-05 10:13:00,501 - mmaction - INFO - Epoch [53][400/3757] lr: 1.000e-02, eta: 4 days, 14:09:59, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2679, top1_acc: 0.5117, top5_acc: 0.7359, loss_cls: 2.1542, loss: 3.4222, grad_norm: 6.8765 2021-07-05 10:13:21,661 - mmaction - INFO - Epoch [53][420/3757] lr: 1.000e-02, eta: 4 days, 14:09:36, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3019, top1_acc: 0.5031, top5_acc: 0.7148, loss_cls: 2.2253, loss: 3.5272, grad_norm: 6.8344 2021-07-05 10:13:42,881 - mmaction - INFO - Epoch [53][440/3757] lr: 1.000e-02, eta: 4 days, 14:09:14, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.3066, top1_acc: 0.4977, top5_acc: 0.7250, loss_cls: 2.2379, loss: 3.5444, grad_norm: 6.8506 2021-07-05 10:14:04,448 - mmaction - INFO - Epoch [53][460/3757] lr: 1.000e-02, eta: 4 days, 14:08:52, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2525, top1_acc: 0.5047, top5_acc: 0.7273, loss_cls: 2.1587, loss: 3.4112, grad_norm: 6.9805 2021-07-05 10:14:25,664 - mmaction - INFO - Epoch [53][480/3757] lr: 1.000e-02, eta: 4 days, 14:08:30, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5242, top5_acc: 0.7445, loss_cls: 2.1181, loss: 3.3753, grad_norm: 6.4782 2021-07-05 10:14:46,755 - mmaction - INFO - Epoch [53][500/3757] lr: 1.000e-02, eta: 4 days, 14:08:08, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2543, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1471, loss: 3.4014, grad_norm: 6.5505 2021-07-05 10:15:08,902 - mmaction - INFO - Epoch [53][520/3757] lr: 1.000e-02, eta: 4 days, 14:07:47, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.2659, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1540, loss: 3.4199, grad_norm: 6.9983 2021-07-05 10:15:29,910 - mmaction - INFO - Epoch [53][540/3757] lr: 1.000e-02, eta: 4 days, 14:07:25, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2508, top1_acc: 0.5148, top5_acc: 0.7508, loss_cls: 2.1305, loss: 3.3813, grad_norm: 6.7731 2021-07-05 10:15:51,003 - mmaction - INFO - Epoch [53][560/3757] lr: 1.000e-02, eta: 4 days, 14:07:02, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2682, top1_acc: 0.5055, top5_acc: 0.7195, loss_cls: 2.2065, loss: 3.4748, grad_norm: 6.6330 2021-07-05 10:16:12,366 - mmaction - INFO - Epoch [53][580/3757] lr: 1.000e-02, eta: 4 days, 14:06:40, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2761, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.1778, loss: 3.4539, grad_norm: 6.7073 2021-07-05 10:16:34,024 - mmaction - INFO - Epoch [53][600/3757] lr: 1.000e-02, eta: 4 days, 14:06:19, time: 1.082, data_time: 0.024, memory: 6921, loss_aux: 1.2771, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.1610, loss: 3.4381, grad_norm: 6.7177 2021-07-05 10:16:56,406 - mmaction - INFO - Epoch [53][620/3757] lr: 1.000e-02, eta: 4 days, 14:05:59, time: 1.121, data_time: 0.005, memory: 6921, loss_aux: 1.2574, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.1410, loss: 3.3984, grad_norm: 6.7916 2021-07-05 10:17:17,543 - mmaction - INFO - Epoch [53][640/3757] lr: 1.000e-02, eta: 4 days, 14:05:36, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2311, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1166, loss: 3.3477, grad_norm: 6.8502 2021-07-05 10:17:38,693 - mmaction - INFO - Epoch [53][660/3757] lr: 1.000e-02, eta: 4 days, 14:05:14, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3287, top1_acc: 0.4797, top5_acc: 0.7242, loss_cls: 2.2066, loss: 3.5353, grad_norm: 6.8846 2021-07-05 10:17:59,811 - mmaction - INFO - Epoch [53][680/3757] lr: 1.000e-02, eta: 4 days, 14:04:52, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2296, top1_acc: 0.4984, top5_acc: 0.7492, loss_cls: 2.1251, loss: 3.3546, grad_norm: 6.7869 2021-07-05 10:18:22,349 - mmaction - INFO - Epoch [53][700/3757] lr: 1.000e-02, eta: 4 days, 14:04:32, time: 1.127, data_time: 0.005, memory: 6921, loss_aux: 1.2905, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.1599, loss: 3.4504, grad_norm: 6.6985 2021-07-05 10:18:43,656 - mmaction - INFO - Epoch [53][720/3757] lr: 1.000e-02, eta: 4 days, 14:04:10, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2656, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1547, loss: 3.4203, grad_norm: 6.7428 2021-07-05 10:19:05,224 - mmaction - INFO - Epoch [53][740/3757] lr: 1.000e-02, eta: 4 days, 14:03:48, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2429, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.0954, loss: 3.3383, grad_norm: 6.9219 2021-07-05 10:19:26,802 - mmaction - INFO - Epoch [53][760/3757] lr: 1.000e-02, eta: 4 days, 14:03:27, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.1436, loss: 3.3974, grad_norm: 6.8774 2021-07-05 10:19:47,841 - mmaction - INFO - Epoch [53][780/3757] lr: 1.000e-02, eta: 4 days, 14:03:04, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3110, top1_acc: 0.4836, top5_acc: 0.7195, loss_cls: 2.2818, loss: 3.5927, grad_norm: 6.9176 2021-07-05 10:20:10,498 - mmaction - INFO - Epoch [53][800/3757] lr: 1.000e-02, eta: 4 days, 14:02:45, time: 1.131, data_time: 0.003, memory: 6921, loss_aux: 1.2792, top1_acc: 0.4813, top5_acc: 0.7438, loss_cls: 2.1999, loss: 3.4792, grad_norm: 6.8539 2021-07-05 10:20:31,622 - mmaction - INFO - Epoch [53][820/3757] lr: 1.000e-02, eta: 4 days, 14:02:22, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2864, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.2517, loss: 3.5381, grad_norm: 7.0761 2021-07-05 10:20:52,875 - mmaction - INFO - Epoch [53][840/3757] lr: 1.000e-02, eta: 4 days, 14:02:00, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2951, top1_acc: 0.5031, top5_acc: 0.7266, loss_cls: 2.1690, loss: 3.4641, grad_norm: 6.8836 2021-07-05 10:21:14,827 - mmaction - INFO - Epoch [53][860/3757] lr: 1.000e-02, eta: 4 days, 14:01:39, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.2798, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1799, loss: 3.4597, grad_norm: 6.8611 2021-07-05 10:21:37,176 - mmaction - INFO - Epoch [53][880/3757] lr: 1.000e-02, eta: 4 days, 14:01:19, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.2199, top1_acc: 0.5383, top5_acc: 0.7375, loss_cls: 2.0848, loss: 3.3047, grad_norm: 6.8263 2021-07-05 10:21:58,789 - mmaction - INFO - Epoch [53][900/3757] lr: 1.000e-02, eta: 4 days, 14:00:58, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2557, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1082, loss: 3.3639, grad_norm: 6.7399 2021-07-05 10:22:19,772 - mmaction - INFO - Epoch [53][920/3757] lr: 1.000e-02, eta: 4 days, 14:00:35, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2955, top1_acc: 0.5023, top5_acc: 0.7320, loss_cls: 2.2030, loss: 3.4984, grad_norm: 6.8425 2021-07-05 10:22:40,993 - mmaction - INFO - Epoch [53][940/3757] lr: 1.000e-02, eta: 4 days, 14:00:13, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3136, top1_acc: 0.4711, top5_acc: 0.7266, loss_cls: 2.2681, loss: 3.5817, grad_norm: 6.8336 2021-07-05 10:23:02,604 - mmaction - INFO - Epoch [53][960/3757] lr: 1.000e-02, eta: 4 days, 13:59:51, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2794, top1_acc: 0.5211, top5_acc: 0.7328, loss_cls: 2.1651, loss: 3.4445, grad_norm: 6.7195 2021-07-05 10:23:24,656 - mmaction - INFO - Epoch [53][980/3757] lr: 1.000e-02, eta: 4 days, 13:59:31, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2647, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1462, loss: 3.4110, grad_norm: 6.8907 2021-07-05 10:23:46,365 - mmaction - INFO - Epoch [53][1000/3757] lr: 1.000e-02, eta: 4 days, 13:59:09, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2718, top1_acc: 0.5141, top5_acc: 0.7492, loss_cls: 2.1528, loss: 3.4245, grad_norm: 6.9319 2021-07-05 10:24:07,858 - mmaction - INFO - Epoch [53][1020/3757] lr: 1.000e-02, eta: 4 days, 13:58:48, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2352, top1_acc: 0.5242, top5_acc: 0.7461, loss_cls: 2.1363, loss: 3.3715, grad_norm: 6.7590 2021-07-05 10:24:30,137 - mmaction - INFO - Epoch [53][1040/3757] lr: 1.000e-02, eta: 4 days, 13:58:27, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 1.3124, top1_acc: 0.4859, top5_acc: 0.7219, loss_cls: 2.2452, loss: 3.5576, grad_norm: 6.9299 2021-07-05 10:24:51,448 - mmaction - INFO - Epoch [53][1060/3757] lr: 1.000e-02, eta: 4 days, 13:58:05, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5031, top5_acc: 0.7453, loss_cls: 2.1141, loss: 3.3723, grad_norm: 6.8755 2021-07-05 10:25:12,669 - mmaction - INFO - Epoch [53][1080/3757] lr: 1.000e-02, eta: 4 days, 13:57:43, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2263, top1_acc: 0.5336, top5_acc: 0.7336, loss_cls: 2.1073, loss: 3.3336, grad_norm: 6.7149 2021-07-05 10:25:34,057 - mmaction - INFO - Epoch [53][1100/3757] lr: 1.000e-02, eta: 4 days, 13:57:21, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2195, top1_acc: 0.5297, top5_acc: 0.7477, loss_cls: 2.0601, loss: 3.2795, grad_norm: 6.6639 2021-07-05 10:25:55,325 - mmaction - INFO - Epoch [53][1120/3757] lr: 1.000e-02, eta: 4 days, 13:56:59, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2815, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.1625, loss: 3.4440, grad_norm: 6.8763 2021-07-05 10:26:16,503 - mmaction - INFO - Epoch [53][1140/3757] lr: 1.000e-02, eta: 4 days, 13:56:37, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2695, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1953, loss: 3.4648, grad_norm: 6.6369 2021-07-05 10:26:38,303 - mmaction - INFO - Epoch [53][1160/3757] lr: 1.000e-02, eta: 4 days, 13:56:16, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.3296, top1_acc: 0.4852, top5_acc: 0.7133, loss_cls: 2.3034, loss: 3.6329, grad_norm: 6.8417 2021-07-05 10:26:59,922 - mmaction - INFO - Epoch [53][1180/3757] lr: 1.000e-02, eta: 4 days, 13:55:54, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.3030, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.2127, loss: 3.5158, grad_norm: 6.7957 2021-07-05 10:27:21,811 - mmaction - INFO - Epoch [53][1200/3757] lr: 1.000e-02, eta: 4 days, 13:55:33, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2875, top1_acc: 0.5133, top5_acc: 0.7312, loss_cls: 2.2137, loss: 3.5012, grad_norm: 6.7884 2021-07-05 10:27:43,279 - mmaction - INFO - Epoch [53][1220/3757] lr: 1.000e-02, eta: 4 days, 13:55:12, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2263, top1_acc: 0.5297, top5_acc: 0.7305, loss_cls: 2.1114, loss: 3.3377, grad_norm: 6.6776 2021-07-05 10:28:04,124 - mmaction - INFO - Epoch [53][1240/3757] lr: 1.000e-02, eta: 4 days, 13:54:49, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2492, top1_acc: 0.4977, top5_acc: 0.7352, loss_cls: 2.1631, loss: 3.4123, grad_norm: 6.9302 2021-07-05 10:28:25,381 - mmaction - INFO - Epoch [53][1260/3757] lr: 1.000e-02, eta: 4 days, 13:54:27, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.3192, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2851, loss: 3.6043, grad_norm: 6.8892 2021-07-05 10:28:46,833 - mmaction - INFO - Epoch [53][1280/3757] lr: 1.000e-02, eta: 4 days, 13:54:05, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3178, top1_acc: 0.4742, top5_acc: 0.7289, loss_cls: 2.2914, loss: 3.6092, grad_norm: 7.0077 2021-07-05 10:29:08,680 - mmaction - INFO - Epoch [53][1300/3757] lr: 1.000e-02, eta: 4 days, 13:53:44, time: 1.092, data_time: 0.001, memory: 6921, loss_aux: 1.2541, top1_acc: 0.4930, top5_acc: 0.7461, loss_cls: 2.1320, loss: 3.3860, grad_norm: 6.8672 2021-07-05 10:29:29,687 - mmaction - INFO - Epoch [53][1320/3757] lr: 1.000e-02, eta: 4 days, 13:53:21, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2606, top1_acc: 0.4945, top5_acc: 0.7367, loss_cls: 2.1424, loss: 3.4030, grad_norm: 6.8284 2021-07-05 10:29:50,832 - mmaction - INFO - Epoch [53][1340/3757] lr: 1.000e-02, eta: 4 days, 13:52:59, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2770, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.1723, loss: 3.4493, grad_norm: 6.8308 2021-07-05 10:30:13,132 - mmaction - INFO - Epoch [53][1360/3757] lr: 1.000e-02, eta: 4 days, 13:52:38, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 1.2602, top1_acc: 0.5094, top5_acc: 0.7367, loss_cls: 2.1730, loss: 3.4332, grad_norm: 6.8066 2021-07-05 10:30:34,251 - mmaction - INFO - Epoch [53][1380/3757] lr: 1.000e-02, eta: 4 days, 13:52:16, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2828, top1_acc: 0.4984, top5_acc: 0.7234, loss_cls: 2.2385, loss: 3.5213, grad_norm: 6.8483 2021-07-05 10:30:55,650 - mmaction - INFO - Epoch [53][1400/3757] lr: 1.000e-02, eta: 4 days, 13:51:54, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3204, top1_acc: 0.5141, top5_acc: 0.7273, loss_cls: 2.2224, loss: 3.5428, grad_norm: 6.7403 2021-07-05 10:31:17,477 - mmaction - INFO - Epoch [53][1420/3757] lr: 1.000e-02, eta: 4 days, 13:51:33, time: 1.090, data_time: 0.048, memory: 6921, loss_aux: 1.3186, top1_acc: 0.5023, top5_acc: 0.7180, loss_cls: 2.2536, loss: 3.5722, grad_norm: 6.7784 2021-07-05 10:31:38,810 - mmaction - INFO - Epoch [53][1440/3757] lr: 1.000e-02, eta: 4 days, 13:51:11, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2206, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.0728, loss: 3.2935, grad_norm: 6.6712 2021-07-05 10:32:00,139 - mmaction - INFO - Epoch [53][1460/3757] lr: 1.000e-02, eta: 4 days, 13:50:49, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3490, top1_acc: 0.4898, top5_acc: 0.7109, loss_cls: 2.2882, loss: 3.6372, grad_norm: 6.9419 2021-07-05 10:32:23,059 - mmaction - INFO - Epoch [53][1480/3757] lr: 1.000e-02, eta: 4 days, 13:50:30, time: 1.146, data_time: 0.002, memory: 6921, loss_aux: 1.2693, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1630, loss: 3.4323, grad_norm: 6.6446 2021-07-05 10:32:44,231 - mmaction - INFO - Epoch [53][1500/3757] lr: 1.000e-02, eta: 4 days, 13:50:08, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2431, top1_acc: 0.5234, top5_acc: 0.7438, loss_cls: 2.0611, loss: 3.3042, grad_norm: 6.7290 2021-07-05 10:33:05,400 - mmaction - INFO - Epoch [53][1520/3757] lr: 1.000e-02, eta: 4 days, 13:49:46, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2951, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.1790, loss: 3.4741, grad_norm: 6.9308 2021-07-05 10:33:27,644 - mmaction - INFO - Epoch [53][1540/3757] lr: 1.000e-02, eta: 4 days, 13:49:25, time: 1.112, data_time: 0.001, memory: 6921, loss_aux: 1.2560, top1_acc: 0.5258, top5_acc: 0.7312, loss_cls: 2.1272, loss: 3.3831, grad_norm: 6.6346 2021-07-05 10:33:48,920 - mmaction - INFO - Epoch [53][1560/3757] lr: 1.000e-02, eta: 4 days, 13:49:03, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2752, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1582, loss: 3.4334, grad_norm: 6.8088 2021-07-05 10:34:10,160 - mmaction - INFO - Epoch [53][1580/3757] lr: 1.000e-02, eta: 4 days, 13:48:41, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.2543, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1478, loss: 3.4021, grad_norm: 6.8855 2021-07-05 10:34:31,521 - mmaction - INFO - Epoch [53][1600/3757] lr: 1.000e-02, eta: 4 days, 13:48:19, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2547, top1_acc: 0.4969, top5_acc: 0.7500, loss_cls: 2.1261, loss: 3.3807, grad_norm: 6.7778 2021-07-05 10:34:52,714 - mmaction - INFO - Epoch [53][1620/3757] lr: 1.000e-02, eta: 4 days, 13:47:57, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2739, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1545, loss: 3.4284, grad_norm: 6.8499 2021-07-05 10:35:14,048 - mmaction - INFO - Epoch [53][1640/3757] lr: 1.000e-02, eta: 4 days, 13:47:35, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2938, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.2706, loss: 3.5643, grad_norm: 6.8945 2021-07-05 10:35:36,460 - mmaction - INFO - Epoch [53][1660/3757] lr: 1.000e-02, eta: 4 days, 13:47:15, time: 1.123, data_time: 0.006, memory: 6921, loss_aux: 1.2816, top1_acc: 0.4688, top5_acc: 0.7148, loss_cls: 2.2459, loss: 3.5275, grad_norm: 6.9349 2021-07-05 10:35:57,537 - mmaction - INFO - Epoch [53][1680/3757] lr: 1.000e-02, eta: 4 days, 13:46:52, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1893, top1_acc: 0.5359, top5_acc: 0.7578, loss_cls: 1.9963, loss: 3.1856, grad_norm: 6.6855 2021-07-05 10:36:19,083 - mmaction - INFO - Epoch [53][1700/3757] lr: 1.000e-02, eta: 4 days, 13:46:31, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2218, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0490, loss: 3.2708, grad_norm: 6.7861 2021-07-05 10:36:41,002 - mmaction - INFO - Epoch [53][1720/3757] lr: 1.000e-02, eta: 4 days, 13:46:10, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.2842, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.2139, loss: 3.4980, grad_norm: 7.0482 2021-07-05 10:37:02,192 - mmaction - INFO - Epoch [53][1740/3757] lr: 1.000e-02, eta: 4 days, 13:45:47, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2703, top1_acc: 0.5016, top5_acc: 0.7289, loss_cls: 2.1771, loss: 3.4475, grad_norm: 6.8900 2021-07-05 10:37:23,380 - mmaction - INFO - Epoch [53][1760/3757] lr: 1.000e-02, eta: 4 days, 13:45:25, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2519, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.1833, loss: 3.4352, grad_norm: 6.6294 2021-07-05 10:37:44,545 - mmaction - INFO - Epoch [53][1780/3757] lr: 1.000e-02, eta: 4 days, 13:45:03, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3021, top1_acc: 0.4797, top5_acc: 0.7328, loss_cls: 2.2318, loss: 3.5339, grad_norm: 6.7370 2021-07-05 10:38:06,898 - mmaction - INFO - Epoch [53][1800/3757] lr: 1.000e-02, eta: 4 days, 13:44:43, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2764, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.2102, loss: 3.4867, grad_norm: 6.6390 2021-07-05 10:38:29,185 - mmaction - INFO - Epoch [53][1820/3757] lr: 1.000e-02, eta: 4 days, 13:44:23, time: 1.117, data_time: 0.005, memory: 6921, loss_aux: 1.2442, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.1357, loss: 3.3798, grad_norm: 6.8113 2021-07-05 10:38:50,325 - mmaction - INFO - Epoch [53][1840/3757] lr: 1.000e-02, eta: 4 days, 13:44:00, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2823, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1745, loss: 3.4568, grad_norm: 6.8148 2021-07-05 10:39:11,465 - mmaction - INFO - Epoch [53][1860/3757] lr: 1.000e-02, eta: 4 days, 13:43:38, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2672, top1_acc: 0.5258, top5_acc: 0.7336, loss_cls: 2.1418, loss: 3.4089, grad_norm: 6.6441 2021-07-05 10:39:33,410 - mmaction - INFO - Epoch [53][1880/3757] lr: 1.000e-02, eta: 4 days, 13:43:17, time: 1.095, data_time: 0.048, memory: 6921, loss_aux: 1.2941, top1_acc: 0.4977, top5_acc: 0.7477, loss_cls: 2.1660, loss: 3.4601, grad_norm: 6.8727 2021-07-05 10:39:55,296 - mmaction - INFO - Epoch [53][1900/3757] lr: 1.000e-02, eta: 4 days, 13:42:56, time: 1.096, data_time: 0.052, memory: 6921, loss_aux: 1.3183, top1_acc: 0.4891, top5_acc: 0.7164, loss_cls: 2.2851, loss: 3.6033, grad_norm: 6.8574 2021-07-05 10:40:16,255 - mmaction - INFO - Epoch [53][1920/3757] lr: 1.000e-02, eta: 4 days, 13:42:33, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2588, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1461, loss: 3.4049, grad_norm: 6.7471 2021-07-05 10:40:37,474 - mmaction - INFO - Epoch [53][1940/3757] lr: 1.000e-02, eta: 4 days, 13:42:11, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2813, top1_acc: 0.4914, top5_acc: 0.7508, loss_cls: 2.1467, loss: 3.4280, grad_norm: 7.0191 2021-07-05 10:40:59,441 - mmaction - INFO - Epoch [53][1960/3757] lr: 1.000e-02, eta: 4 days, 13:41:50, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.2444, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.1230, loss: 3.3674, grad_norm: 6.8791 2021-07-05 10:41:22,289 - mmaction - INFO - Epoch [53][1980/3757] lr: 1.000e-02, eta: 4 days, 13:41:31, time: 1.143, data_time: 0.003, memory: 6921, loss_aux: 1.2728, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.1906, loss: 3.4634, grad_norm: 6.8767 2021-07-05 10:41:43,222 - mmaction - INFO - Epoch [53][2000/3757] lr: 1.000e-02, eta: 4 days, 13:41:08, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.2689, top1_acc: 0.5078, top5_acc: 0.7297, loss_cls: 2.1758, loss: 3.4447, grad_norm: 6.7245 2021-07-05 10:42:04,329 - mmaction - INFO - Epoch [53][2020/3757] lr: 1.000e-02, eta: 4 days, 13:40:46, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2512, top1_acc: 0.5133, top5_acc: 0.7234, loss_cls: 2.1920, loss: 3.4432, grad_norm: 6.7214 2021-07-05 10:42:25,570 - mmaction - INFO - Epoch [53][2040/3757] lr: 1.000e-02, eta: 4 days, 13:40:24, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2924, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2419, loss: 3.5344, grad_norm: 6.7605 2021-07-05 10:42:47,574 - mmaction - INFO - Epoch [53][2060/3757] lr: 1.000e-02, eta: 4 days, 13:40:03, time: 1.099, data_time: 0.054, memory: 6921, loss_aux: 1.2928, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2165, loss: 3.5092, grad_norm: 6.7699 2021-07-05 10:43:08,640 - mmaction - INFO - Epoch [53][2080/3757] lr: 1.000e-02, eta: 4 days, 13:39:40, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 1.3367, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.3488, loss: 3.6854, grad_norm: 6.9526 2021-07-05 10:43:30,773 - mmaction - INFO - Epoch [53][2100/3757] lr: 1.000e-02, eta: 4 days, 13:39:20, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.3228, top1_acc: 0.4844, top5_acc: 0.7148, loss_cls: 2.2944, loss: 3.6172, grad_norm: 6.9609 2021-07-05 10:43:52,160 - mmaction - INFO - Epoch [53][2120/3757] lr: 1.000e-02, eta: 4 days, 13:38:58, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.2871, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.2195, loss: 3.5066, grad_norm: 6.7242 2021-07-05 10:44:14,049 - mmaction - INFO - Epoch [53][2140/3757] lr: 1.000e-02, eta: 4 days, 13:38:37, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2839, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1514, loss: 3.4353, grad_norm: 6.9431 2021-07-05 10:44:35,591 - mmaction - INFO - Epoch [53][2160/3757] lr: 1.000e-02, eta: 4 days, 13:38:15, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2931, top1_acc: 0.4922, top5_acc: 0.7406, loss_cls: 2.1903, loss: 3.4834, grad_norm: 6.7557 2021-07-05 10:44:57,062 - mmaction - INFO - Epoch [53][2180/3757] lr: 1.000e-02, eta: 4 days, 13:37:54, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2410, top1_acc: 0.4961, top5_acc: 0.7305, loss_cls: 2.1549, loss: 3.3959, grad_norm: 6.6501 2021-07-05 10:45:19,287 - mmaction - INFO - Epoch [53][2200/3757] lr: 1.000e-02, eta: 4 days, 13:37:33, time: 1.112, data_time: 0.066, memory: 6921, loss_aux: 1.2948, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.2275, loss: 3.5223, grad_norm: 6.7830 2021-07-05 10:45:40,394 - mmaction - INFO - Epoch [53][2220/3757] lr: 1.000e-02, eta: 4 days, 13:37:11, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3190, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2891, loss: 3.6081, grad_norm: 7.0674 2021-07-05 10:46:01,730 - mmaction - INFO - Epoch [53][2240/3757] lr: 1.000e-02, eta: 4 days, 13:36:49, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.2769, top1_acc: 0.5234, top5_acc: 0.7344, loss_cls: 2.1645, loss: 3.4414, grad_norm: 6.8033 2021-07-05 10:46:23,716 - mmaction - INFO - Epoch [53][2260/3757] lr: 1.000e-02, eta: 4 days, 13:36:28, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.2486, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1538, loss: 3.4024, grad_norm: 6.7766 2021-07-05 10:46:45,973 - mmaction - INFO - Epoch [53][2280/3757] lr: 1.000e-02, eta: 4 days, 13:36:08, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.2705, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1527, loss: 3.4232, grad_norm: 6.6826 2021-07-05 10:47:07,114 - mmaction - INFO - Epoch [53][2300/3757] lr: 1.000e-02, eta: 4 days, 13:35:45, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2356, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.0946, loss: 3.3301, grad_norm: 6.8468 2021-07-05 10:47:29,020 - mmaction - INFO - Epoch [53][2320/3757] lr: 1.000e-02, eta: 4 days, 13:35:25, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.2843, top1_acc: 0.5070, top5_acc: 0.7344, loss_cls: 2.2047, loss: 3.4890, grad_norm: 6.8128 2021-07-05 10:47:50,206 - mmaction - INFO - Epoch [53][2340/3757] lr: 1.000e-02, eta: 4 days, 13:35:02, time: 1.062, data_time: 0.007, memory: 6921, loss_aux: 1.3018, top1_acc: 0.4992, top5_acc: 0.7375, loss_cls: 2.1987, loss: 3.5006, grad_norm: 6.8641 2021-07-05 10:48:11,957 - mmaction - INFO - Epoch [53][2360/3757] lr: 1.000e-02, eta: 4 days, 13:34:41, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2649, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.1897, loss: 3.4545, grad_norm: 6.8606 2021-07-05 10:48:33,018 - mmaction - INFO - Epoch [53][2380/3757] lr: 1.000e-02, eta: 4 days, 13:34:19, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2903, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1969, loss: 3.4872, grad_norm: 6.9821 2021-07-05 10:48:55,003 - mmaction - INFO - Epoch [53][2400/3757] lr: 1.000e-02, eta: 4 days, 13:33:58, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2904, top1_acc: 0.5016, top5_acc: 0.7273, loss_cls: 2.2227, loss: 3.5131, grad_norm: 6.6581 2021-07-05 10:49:15,936 - mmaction - INFO - Epoch [53][2420/3757] lr: 1.000e-02, eta: 4 days, 13:33:35, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1639, loss: 3.4248, grad_norm: 6.8388 2021-07-05 10:49:36,972 - mmaction - INFO - Epoch [53][2440/3757] lr: 1.000e-02, eta: 4 days, 13:33:13, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3071, top1_acc: 0.4875, top5_acc: 0.7055, loss_cls: 2.2928, loss: 3.5999, grad_norm: 6.8334 2021-07-05 10:49:58,736 - mmaction - INFO - Epoch [53][2460/3757] lr: 1.000e-02, eta: 4 days, 13:32:51, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2733, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1749, loss: 3.4482, grad_norm: 6.7370 2021-07-05 10:50:19,919 - mmaction - INFO - Epoch [53][2480/3757] lr: 1.000e-02, eta: 4 days, 13:32:29, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5031, top5_acc: 0.7242, loss_cls: 2.2049, loss: 3.4619, grad_norm: 6.8549 2021-07-05 10:50:42,005 - mmaction - INFO - Epoch [53][2500/3757] lr: 1.000e-02, eta: 4 days, 13:32:08, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2977, top1_acc: 0.4891, top5_acc: 0.7117, loss_cls: 2.2259, loss: 3.5236, grad_norm: 6.6731 2021-07-05 10:51:02,976 - mmaction - INFO - Epoch [53][2520/3757] lr: 1.000e-02, eta: 4 days, 13:31:46, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2502, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1263, loss: 3.3764, grad_norm: 6.7452 2021-07-05 10:51:25,287 - mmaction - INFO - Epoch [53][2540/3757] lr: 1.000e-02, eta: 4 days, 13:31:25, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.2375, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1274, loss: 3.3650, grad_norm: 6.6424 2021-07-05 10:51:47,060 - mmaction - INFO - Epoch [53][2560/3757] lr: 1.000e-02, eta: 4 days, 13:31:04, time: 1.092, data_time: 0.006, memory: 6921, loss_aux: 1.2581, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1629, loss: 3.4210, grad_norm: 6.7222 2021-07-05 10:52:08,389 - mmaction - INFO - Epoch [53][2580/3757] lr: 1.000e-02, eta: 4 days, 13:30:42, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2398, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.0928, loss: 3.3325, grad_norm: 6.6042 2021-07-05 10:52:30,930 - mmaction - INFO - Epoch [53][2600/3757] lr: 1.000e-02, eta: 4 days, 13:30:23, time: 1.128, data_time: 0.004, memory: 6921, loss_aux: 1.2613, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1467, loss: 3.4081, grad_norm: 6.7734 2021-07-05 10:52:52,315 - mmaction - INFO - Epoch [53][2620/3757] lr: 1.000e-02, eta: 4 days, 13:30:01, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.3188, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.2793, loss: 3.5981, grad_norm: 6.8240 2021-07-05 10:53:13,353 - mmaction - INFO - Epoch [53][2640/3757] lr: 1.000e-02, eta: 4 days, 13:29:38, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.3125, top1_acc: 0.5016, top5_acc: 0.7211, loss_cls: 2.2441, loss: 3.5566, grad_norm: 6.8056 2021-07-05 10:53:34,614 - mmaction - INFO - Epoch [53][2660/3757] lr: 1.000e-02, eta: 4 days, 13:29:16, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.3060, top1_acc: 0.5016, top5_acc: 0.7180, loss_cls: 2.2349, loss: 3.5408, grad_norm: 6.7787 2021-07-05 10:53:56,769 - mmaction - INFO - Epoch [53][2680/3757] lr: 1.000e-02, eta: 4 days, 13:28:56, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.1937, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 2.0268, loss: 3.2206, grad_norm: 6.6909 2021-07-05 10:54:18,166 - mmaction - INFO - Epoch [53][2700/3757] lr: 1.000e-02, eta: 4 days, 13:28:34, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.2798, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1740, loss: 3.4538, grad_norm: 6.7498 2021-07-05 10:54:39,696 - mmaction - INFO - Epoch [53][2720/3757] lr: 1.000e-02, eta: 4 days, 13:28:12, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.2795, top1_acc: 0.5195, top5_acc: 0.7367, loss_cls: 2.1331, loss: 3.4125, grad_norm: 6.7400 2021-07-05 10:55:01,732 - mmaction - INFO - Epoch [53][2740/3757] lr: 1.000e-02, eta: 4 days, 13:27:51, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2698, top1_acc: 0.5289, top5_acc: 0.7328, loss_cls: 2.1948, loss: 3.4646, grad_norm: 6.7331 2021-07-05 10:55:22,984 - mmaction - INFO - Epoch [53][2760/3757] lr: 1.000e-02, eta: 4 days, 13:27:29, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2618, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.1349, loss: 3.3967, grad_norm: 6.8762 2021-07-05 10:55:44,014 - mmaction - INFO - Epoch [53][2780/3757] lr: 1.000e-02, eta: 4 days, 13:27:07, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2598, top1_acc: 0.5164, top5_acc: 0.7359, loss_cls: 2.1681, loss: 3.4279, grad_norm: 6.8039 2021-07-05 10:56:04,992 - mmaction - INFO - Epoch [53][2800/3757] lr: 1.000e-02, eta: 4 days, 13:26:44, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2486, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.1575, loss: 3.4060, grad_norm: 6.7901 2021-07-05 10:56:27,254 - mmaction - INFO - Epoch [53][2820/3757] lr: 1.000e-02, eta: 4 days, 13:26:24, time: 1.113, data_time: 0.024, memory: 6921, loss_aux: 1.2404, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.0956, loss: 3.3360, grad_norm: 6.8907 2021-07-05 10:56:48,667 - mmaction - INFO - Epoch [53][2840/3757] lr: 1.000e-02, eta: 4 days, 13:26:02, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3104, top1_acc: 0.5055, top5_acc: 0.7172, loss_cls: 2.2757, loss: 3.5861, grad_norm: 6.8756 2021-07-05 10:57:10,539 - mmaction - INFO - Epoch [53][2860/3757] lr: 1.000e-02, eta: 4 days, 13:25:41, time: 1.094, data_time: 0.035, memory: 6921, loss_aux: 1.3048, top1_acc: 0.4773, top5_acc: 0.7227, loss_cls: 2.2786, loss: 3.5833, grad_norm: 6.8285 2021-07-05 10:57:31,603 - mmaction - INFO - Epoch [53][2880/3757] lr: 1.000e-02, eta: 4 days, 13:25:18, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2991, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.2205, loss: 3.5196, grad_norm: 6.7507 2021-07-05 10:57:52,989 - mmaction - INFO - Epoch [53][2900/3757] lr: 1.000e-02, eta: 4 days, 13:24:56, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2745, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2005, loss: 3.4751, grad_norm: 6.6656 2021-07-05 10:58:15,178 - mmaction - INFO - Epoch [53][2920/3757] lr: 1.000e-02, eta: 4 days, 13:24:36, time: 1.108, data_time: 0.057, memory: 6921, loss_aux: 1.2934, top1_acc: 0.5141, top5_acc: 0.7281, loss_cls: 2.1857, loss: 3.4790, grad_norm: 6.6608 2021-07-05 10:58:36,771 - mmaction - INFO - Epoch [53][2940/3757] lr: 1.000e-02, eta: 4 days, 13:24:14, time: 1.081, data_time: 0.014, memory: 6921, loss_aux: 1.2484, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1329, loss: 3.3813, grad_norm: 6.5949 2021-07-05 10:58:58,378 - mmaction - INFO - Epoch [53][2960/3757] lr: 1.000e-02, eta: 4 days, 13:23:53, time: 1.081, data_time: 0.029, memory: 6921, loss_aux: 1.2993, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2401, loss: 3.5394, grad_norm: 6.6785 2021-07-05 10:59:19,932 - mmaction - INFO - Epoch [53][2980/3757] lr: 1.000e-02, eta: 4 days, 13:23:31, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2964, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2298, loss: 3.5263, grad_norm: 6.8277 2021-07-05 10:59:41,667 - mmaction - INFO - Epoch [53][3000/3757] lr: 1.000e-02, eta: 4 days, 13:23:10, time: 1.087, data_time: 0.029, memory: 6921, loss_aux: 1.2260, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.0872, loss: 3.3132, grad_norm: 6.7638 2021-07-05 11:00:03,388 - mmaction - INFO - Epoch [53][3020/3757] lr: 1.000e-02, eta: 4 days, 13:22:49, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.2931, top1_acc: 0.5125, top5_acc: 0.7297, loss_cls: 2.2207, loss: 3.5138, grad_norm: 6.5422 2021-07-05 11:00:24,824 - mmaction - INFO - Epoch [53][3040/3757] lr: 1.000e-02, eta: 4 days, 13:22:27, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2698, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1368, loss: 3.4066, grad_norm: 6.6392 2021-07-05 11:00:47,374 - mmaction - INFO - Epoch [53][3060/3757] lr: 1.000e-02, eta: 4 days, 13:22:07, time: 1.129, data_time: 0.003, memory: 6921, loss_aux: 1.2938, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.2111, loss: 3.5049, grad_norm: 6.7627 2021-07-05 11:01:08,982 - mmaction - INFO - Epoch [53][3080/3757] lr: 1.000e-02, eta: 4 days, 13:21:46, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2959, top1_acc: 0.5133, top5_acc: 0.7172, loss_cls: 2.2098, loss: 3.5056, grad_norm: 6.7232 2021-07-05 11:01:31,343 - mmaction - INFO - Epoch [53][3100/3757] lr: 1.000e-02, eta: 4 days, 13:21:26, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.3034, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2582, loss: 3.5615, grad_norm: 7.1271 2021-07-05 11:01:52,380 - mmaction - INFO - Epoch [53][3120/3757] lr: 1.000e-02, eta: 4 days, 13:21:03, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.2601, top1_acc: 0.5219, top5_acc: 0.7391, loss_cls: 2.1239, loss: 3.3840, grad_norm: 6.8747 2021-07-05 11:02:13,513 - mmaction - INFO - Epoch [53][3140/3757] lr: 1.000e-02, eta: 4 days, 13:20:41, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.3015, top1_acc: 0.4977, top5_acc: 0.7219, loss_cls: 2.2496, loss: 3.5511, grad_norm: 6.9236 2021-07-05 11:02:34,666 - mmaction - INFO - Epoch [53][3160/3757] lr: 1.000e-02, eta: 4 days, 13:20:18, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2618, top1_acc: 0.4953, top5_acc: 0.7250, loss_cls: 2.1998, loss: 3.4615, grad_norm: 6.7652 2021-07-05 11:02:56,540 - mmaction - INFO - Epoch [53][3180/3757] lr: 1.000e-02, eta: 4 days, 13:19:57, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2985, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.1784, loss: 3.4769, grad_norm: 6.9282 2021-07-05 11:03:17,839 - mmaction - INFO - Epoch [53][3200/3757] lr: 1.000e-02, eta: 4 days, 13:19:35, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3190, top1_acc: 0.4797, top5_acc: 0.7148, loss_cls: 2.2794, loss: 3.5984, grad_norm: 6.9947 2021-07-05 11:03:40,513 - mmaction - INFO - Epoch [53][3220/3757] lr: 1.000e-02, eta: 4 days, 13:19:16, time: 1.132, data_time: 0.001, memory: 6921, loss_aux: 1.2809, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1540, loss: 3.4349, grad_norm: 6.7294 2021-07-05 11:04:01,395 - mmaction - INFO - Epoch [53][3240/3757] lr: 1.000e-02, eta: 4 days, 13:18:53, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.2662, top1_acc: 0.5094, top5_acc: 0.7203, loss_cls: 2.1743, loss: 3.4405, grad_norm: 6.6132 2021-07-05 11:04:23,345 - mmaction - INFO - Epoch [53][3260/3757] lr: 1.000e-02, eta: 4 days, 13:18:32, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.2983, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.2231, loss: 3.5214, grad_norm: 6.8388 2021-07-05 11:04:44,327 - mmaction - INFO - Epoch [53][3280/3757] lr: 1.000e-02, eta: 4 days, 13:18:10, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2564, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1295, loss: 3.3859, grad_norm: 6.8250 2021-07-05 11:05:05,471 - mmaction - INFO - Epoch [53][3300/3757] lr: 1.000e-02, eta: 4 days, 13:17:47, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2416, top1_acc: 0.5234, top5_acc: 0.7453, loss_cls: 2.1000, loss: 3.3416, grad_norm: 6.6257 2021-07-05 11:05:26,604 - mmaction - INFO - Epoch [53][3320/3757] lr: 1.000e-02, eta: 4 days, 13:17:25, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2712, top1_acc: 0.5125, top5_acc: 0.7305, loss_cls: 2.1849, loss: 3.4561, grad_norm: 6.8497 2021-07-05 11:05:48,736 - mmaction - INFO - Epoch [53][3340/3757] lr: 1.000e-02, eta: 4 days, 13:17:04, time: 1.107, data_time: 0.005, memory: 6921, loss_aux: 1.3119, top1_acc: 0.4984, top5_acc: 0.7219, loss_cls: 2.2181, loss: 3.5301, grad_norm: 6.9310 2021-07-05 11:06:09,929 - mmaction - INFO - Epoch [53][3360/3757] lr: 1.000e-02, eta: 4 days, 13:16:42, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2756, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1742, loss: 3.4498, grad_norm: 6.7779 2021-07-05 11:06:32,358 - mmaction - INFO - Epoch [53][3380/3757] lr: 1.000e-02, eta: 4 days, 13:16:22, time: 1.121, data_time: 0.075, memory: 6921, loss_aux: 1.2967, top1_acc: 0.5016, top5_acc: 0.7289, loss_cls: 2.2562, loss: 3.5529, grad_norm: 6.7751 2021-07-05 11:06:53,734 - mmaction - INFO - Epoch [53][3400/3757] lr: 1.000e-02, eta: 4 days, 13:16:00, time: 1.068, data_time: 0.025, memory: 6921, loss_aux: 1.3278, top1_acc: 0.4984, top5_acc: 0.7188, loss_cls: 2.2660, loss: 3.5938, grad_norm: 6.8572 2021-07-05 11:07:14,858 - mmaction - INFO - Epoch [53][3420/3757] lr: 1.000e-02, eta: 4 days, 13:15:38, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2859, top1_acc: 0.4891, top5_acc: 0.7273, loss_cls: 2.2039, loss: 3.4898, grad_norm: 6.9906 2021-07-05 11:07:36,178 - mmaction - INFO - Epoch [53][3440/3757] lr: 1.000e-02, eta: 4 days, 13:15:16, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.3287, top1_acc: 0.4875, top5_acc: 0.7164, loss_cls: 2.2908, loss: 3.6195, grad_norm: 6.9980 2021-07-05 11:07:58,154 - mmaction - INFO - Epoch [53][3460/3757] lr: 1.000e-02, eta: 4 days, 13:14:55, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2592, top1_acc: 0.5180, top5_acc: 0.7320, loss_cls: 2.1839, loss: 3.4430, grad_norm: 6.6297 2021-07-05 11:08:19,490 - mmaction - INFO - Epoch [53][3480/3757] lr: 1.000e-02, eta: 4 days, 13:14:33, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2430, top1_acc: 0.5211, top5_acc: 0.7344, loss_cls: 2.1432, loss: 3.3862, grad_norm: 6.6186 2021-07-05 11:08:40,879 - mmaction - INFO - Epoch [53][3500/3757] lr: 1.000e-02, eta: 4 days, 13:14:11, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2874, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.2186, loss: 3.5060, grad_norm: 6.7870 2021-07-05 11:09:02,297 - mmaction - INFO - Epoch [53][3520/3757] lr: 1.000e-02, eta: 4 days, 13:13:49, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2846, top1_acc: 0.4891, top5_acc: 0.7094, loss_cls: 2.2637, loss: 3.5483, grad_norm: 6.7115 2021-07-05 11:09:24,000 - mmaction - INFO - Epoch [53][3540/3757] lr: 1.000e-02, eta: 4 days, 13:13:28, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.3365, top1_acc: 0.4727, top5_acc: 0.7016, loss_cls: 2.3361, loss: 3.6726, grad_norm: 6.8438 2021-07-05 11:09:45,227 - mmaction - INFO - Epoch [53][3560/3757] lr: 1.000e-02, eta: 4 days, 13:13:06, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2678, top1_acc: 0.5086, top5_acc: 0.7234, loss_cls: 2.2031, loss: 3.4709, grad_norm: 6.6976 2021-07-05 11:10:06,877 - mmaction - INFO - Epoch [53][3580/3757] lr: 1.000e-02, eta: 4 days, 13:12:44, time: 1.083, data_time: 0.033, memory: 6921, loss_aux: 1.2748, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1890, loss: 3.4639, grad_norm: 6.6985 2021-07-05 11:10:28,595 - mmaction - INFO - Epoch [53][3600/3757] lr: 1.000e-02, eta: 4 days, 13:12:23, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.3187, top1_acc: 0.4727, top5_acc: 0.7188, loss_cls: 2.2825, loss: 3.6012, grad_norm: 6.7858 2021-07-05 11:10:51,205 - mmaction - INFO - Epoch [53][3620/3757] lr: 1.000e-02, eta: 4 days, 13:12:03, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 1.2635, top1_acc: 0.5023, top5_acc: 0.7453, loss_cls: 2.1268, loss: 3.3903, grad_norm: 6.7669 2021-07-05 11:11:12,546 - mmaction - INFO - Epoch [53][3640/3757] lr: 1.000e-02, eta: 4 days, 13:11:41, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2600, top1_acc: 0.5156, top5_acc: 0.7312, loss_cls: 2.1798, loss: 3.4398, grad_norm: 6.7342 2021-07-05 11:11:33,893 - mmaction - INFO - Epoch [53][3660/3757] lr: 1.000e-02, eta: 4 days, 13:11:19, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3035, top1_acc: 0.4766, top5_acc: 0.7320, loss_cls: 2.2083, loss: 3.5117, grad_norm: 6.8751 2021-07-05 11:11:55,292 - mmaction - INFO - Epoch [53][3680/3757] lr: 1.000e-02, eta: 4 days, 13:10:58, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2956, top1_acc: 0.5023, top5_acc: 0.7203, loss_cls: 2.2503, loss: 3.5459, grad_norm: 6.7035 2021-07-05 11:12:16,436 - mmaction - INFO - Epoch [53][3700/3757] lr: 1.000e-02, eta: 4 days, 13:10:35, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2989, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.2263, loss: 3.5252, grad_norm: 6.8408 2021-07-05 11:12:38,304 - mmaction - INFO - Epoch [53][3720/3757] lr: 1.000e-02, eta: 4 days, 13:10:14, time: 1.092, data_time: 0.014, memory: 6921, loss_aux: 1.3038, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.2112, loss: 3.5150, grad_norm: 6.8656 2021-07-05 11:12:59,648 - mmaction - INFO - Epoch [53][3740/3757] lr: 1.000e-02, eta: 4 days, 13:09:52, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3277, top1_acc: 0.4891, top5_acc: 0.7172, loss_cls: 2.3003, loss: 3.6280, grad_norm: 6.8762 2021-07-05 11:13:18,675 - mmaction - INFO - Saving checkpoint at 53 epochs 2021-07-05 11:14:21,625 - mmaction - INFO - Epoch [54][20/3757] lr: 1.000e-02, eta: 4 days, 13:09:52, time: 3.066, data_time: 2.028, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5141, top5_acc: 0.7383, loss_cls: 2.1431, loss: 3.3901, grad_norm: 6.6610 2021-07-05 11:14:43,207 - mmaction - INFO - Epoch [54][40/3757] lr: 1.000e-02, eta: 4 days, 13:09:30, time: 1.077, data_time: 0.015, memory: 6921, loss_aux: 1.3287, top1_acc: 0.5016, top5_acc: 0.7094, loss_cls: 2.2693, loss: 3.5980, grad_norm: 6.8899 2021-07-05 11:15:04,217 - mmaction - INFO - Epoch [54][60/3757] lr: 1.000e-02, eta: 4 days, 13:09:07, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2707, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.1173, loss: 3.3880, grad_norm: 6.7273 2021-07-05 11:15:27,587 - mmaction - INFO - Epoch [54][80/3757] lr: 1.000e-02, eta: 4 days, 13:08:49, time: 1.169, data_time: 0.004, memory: 6921, loss_aux: 1.2805, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.1658, loss: 3.4463, grad_norm: 6.7913 2021-07-05 11:15:48,394 - mmaction - INFO - Epoch [54][100/3757] lr: 1.000e-02, eta: 4 days, 13:08:26, time: 1.039, data_time: 0.003, memory: 6921, loss_aux: 1.1912, top1_acc: 0.5391, top5_acc: 0.7844, loss_cls: 1.9755, loss: 3.1667, grad_norm: 6.6272 2021-07-05 11:16:09,650 - mmaction - INFO - Epoch [54][120/3757] lr: 1.000e-02, eta: 4 days, 13:08:04, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2450, top1_acc: 0.5203, top5_acc: 0.7398, loss_cls: 2.0812, loss: 3.3262, grad_norm: 6.6733 2021-07-05 11:16:31,311 - mmaction - INFO - Epoch [54][140/3757] lr: 1.000e-02, eta: 4 days, 13:07:43, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.3040, top1_acc: 0.5039, top5_acc: 0.7258, loss_cls: 2.2232, loss: 3.5273, grad_norm: 6.8909 2021-07-05 11:16:53,756 - mmaction - INFO - Epoch [54][160/3757] lr: 1.000e-02, eta: 4 days, 13:07:23, time: 1.122, data_time: 0.005, memory: 6921, loss_aux: 1.2884, top1_acc: 0.5094, top5_acc: 0.7297, loss_cls: 2.2050, loss: 3.4933, grad_norm: 6.6863 2021-07-05 11:17:14,810 - mmaction - INFO - Epoch [54][180/3757] lr: 1.000e-02, eta: 4 days, 13:07:00, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2734, top1_acc: 0.4992, top5_acc: 0.7477, loss_cls: 2.1425, loss: 3.4159, grad_norm: 6.9034 2021-07-05 11:17:35,830 - mmaction - INFO - Epoch [54][200/3757] lr: 1.000e-02, eta: 4 days, 13:06:37, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2651, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.1869, loss: 3.4520, grad_norm: 7.0044 2021-07-05 11:17:57,243 - mmaction - INFO - Epoch [54][220/3757] lr: 1.000e-02, eta: 4 days, 13:06:16, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 1.2840, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.2040, loss: 3.4880, grad_norm: 6.9789 2021-07-05 11:18:18,565 - mmaction - INFO - Epoch [54][240/3757] lr: 1.000e-02, eta: 4 days, 13:05:54, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.1923, top1_acc: 0.5242, top5_acc: 0.7672, loss_cls: 2.0223, loss: 3.2147, grad_norm: 6.5793 2021-07-05 11:18:39,984 - mmaction - INFO - Epoch [54][260/3757] lr: 1.000e-02, eta: 4 days, 13:05:32, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2562, top1_acc: 0.5203, top5_acc: 0.7422, loss_cls: 2.1216, loss: 3.3778, grad_norm: 6.8215 2021-07-05 11:19:02,748 - mmaction - INFO - Epoch [54][280/3757] lr: 1.000e-02, eta: 4 days, 13:05:12, time: 1.138, data_time: 0.005, memory: 6921, loss_aux: 1.2677, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.1488, loss: 3.4165, grad_norm: 6.7680 2021-07-05 11:19:23,511 - mmaction - INFO - Epoch [54][300/3757] lr: 1.000e-02, eta: 4 days, 13:04:49, time: 1.037, data_time: 0.001, memory: 6921, loss_aux: 1.3166, top1_acc: 0.4867, top5_acc: 0.7094, loss_cls: 2.2432, loss: 3.5598, grad_norm: 6.8063 2021-07-05 11:19:45,477 - mmaction - INFO - Epoch [54][320/3757] lr: 1.000e-02, eta: 4 days, 13:04:28, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2894, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.1677, loss: 3.4571, grad_norm: 6.8981 2021-07-05 11:20:07,783 - mmaction - INFO - Epoch [54][340/3757] lr: 1.000e-02, eta: 4 days, 13:04:08, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.2789, top1_acc: 0.5086, top5_acc: 0.7289, loss_cls: 2.1638, loss: 3.4426, grad_norm: 6.8835 2021-07-05 11:20:28,816 - mmaction - INFO - Epoch [54][360/3757] lr: 1.000e-02, eta: 4 days, 13:03:46, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2406, top1_acc: 0.5266, top5_acc: 0.7469, loss_cls: 2.0851, loss: 3.3257, grad_norm: 6.5355 2021-07-05 11:20:50,073 - mmaction - INFO - Epoch [54][380/3757] lr: 1.000e-02, eta: 4 days, 13:03:24, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2525, top1_acc: 0.5164, top5_acc: 0.7367, loss_cls: 2.1398, loss: 3.3923, grad_norm: 6.6610 2021-07-05 11:21:11,318 - mmaction - INFO - Epoch [54][400/3757] lr: 1.000e-02, eta: 4 days, 13:03:01, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2836, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1643, loss: 3.4479, grad_norm: 6.8189 2021-07-05 11:21:33,312 - mmaction - INFO - Epoch [54][420/3757] lr: 1.000e-02, eta: 4 days, 13:02:41, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.3040, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.2159, loss: 3.5200, grad_norm: 6.9340 2021-07-05 11:21:54,516 - mmaction - INFO - Epoch [54][440/3757] lr: 1.000e-02, eta: 4 days, 13:02:18, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2169, top1_acc: 0.5250, top5_acc: 0.7391, loss_cls: 2.1235, loss: 3.3404, grad_norm: 6.6812 2021-07-05 11:22:16,475 - mmaction - INFO - Epoch [54][460/3757] lr: 1.000e-02, eta: 4 days, 13:01:58, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.2562, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1287, loss: 3.3849, grad_norm: 6.7904 2021-07-05 11:22:37,581 - mmaction - INFO - Epoch [54][480/3757] lr: 1.000e-02, eta: 4 days, 13:01:35, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2928, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.2464, loss: 3.5392, grad_norm: 7.0384 2021-07-05 11:22:59,937 - mmaction - INFO - Epoch [54][500/3757] lr: 1.000e-02, eta: 4 days, 13:01:15, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5109, top5_acc: 0.7406, loss_cls: 2.1407, loss: 3.4000, grad_norm: 6.8867 2021-07-05 11:23:21,169 - mmaction - INFO - Epoch [54][520/3757] lr: 1.000e-02, eta: 4 days, 13:00:53, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2320, top1_acc: 0.5289, top5_acc: 0.7562, loss_cls: 2.0590, loss: 3.2910, grad_norm: 6.6336 2021-07-05 11:23:42,210 - mmaction - INFO - Epoch [54][540/3757] lr: 1.000e-02, eta: 4 days, 13:00:30, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2938, top1_acc: 0.4961, top5_acc: 0.7180, loss_cls: 2.2065, loss: 3.5003, grad_norm: 6.9795 2021-07-05 11:24:03,908 - mmaction - INFO - Epoch [54][560/3757] lr: 1.000e-02, eta: 4 days, 13:00:09, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2604, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.1563, loss: 3.4168, grad_norm: 6.8118 2021-07-05 11:24:26,992 - mmaction - INFO - Epoch [54][580/3757] lr: 1.000e-02, eta: 4 days, 12:59:50, time: 1.153, data_time: 0.004, memory: 6921, loss_aux: 1.2939, top1_acc: 0.4898, top5_acc: 0.7320, loss_cls: 2.1983, loss: 3.4922, grad_norm: 6.7807 2021-07-05 11:24:48,088 - mmaction - INFO - Epoch [54][600/3757] lr: 1.000e-02, eta: 4 days, 12:59:28, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2503, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1037, loss: 3.3540, grad_norm: 6.6483 2021-07-05 11:25:09,137 - mmaction - INFO - Epoch [54][620/3757] lr: 1.000e-02, eta: 4 days, 12:59:05, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.2678, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1368, loss: 3.4046, grad_norm: 6.6491 2021-07-05 11:25:31,360 - mmaction - INFO - Epoch [54][640/3757] lr: 1.000e-02, eta: 4 days, 12:58:45, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.3009, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2563, loss: 3.5572, grad_norm: 6.9974 2021-07-05 11:25:53,132 - mmaction - INFO - Epoch [54][660/3757] lr: 1.000e-02, eta: 4 days, 12:58:24, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.2906, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.2153, loss: 3.5059, grad_norm: 6.9630 2021-07-05 11:26:15,089 - mmaction - INFO - Epoch [54][680/3757] lr: 1.000e-02, eta: 4 days, 12:58:03, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.2663, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1935, loss: 3.4597, grad_norm: 6.9704 2021-07-05 11:26:36,238 - mmaction - INFO - Epoch [54][700/3757] lr: 1.000e-02, eta: 4 days, 12:57:40, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2597, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1631, loss: 3.4227, grad_norm: 6.8948 2021-07-05 11:26:58,106 - mmaction - INFO - Epoch [54][720/3757] lr: 1.000e-02, eta: 4 days, 12:57:19, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.3185, top1_acc: 0.4805, top5_acc: 0.7172, loss_cls: 2.2652, loss: 3.5837, grad_norm: 6.8895 2021-07-05 11:27:20,346 - mmaction - INFO - Epoch [54][740/3757] lr: 1.000e-02, eta: 4 days, 12:56:59, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.3123, top1_acc: 0.4625, top5_acc: 0.7141, loss_cls: 2.2701, loss: 3.5824, grad_norm: 6.9150 2021-07-05 11:27:41,747 - mmaction - INFO - Epoch [54][760/3757] lr: 1.000e-02, eta: 4 days, 12:56:37, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2914, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.2311, loss: 3.5225, grad_norm: 6.7925 2021-07-05 11:28:03,846 - mmaction - INFO - Epoch [54][780/3757] lr: 1.000e-02, eta: 4 days, 12:56:17, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.2592, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1974, loss: 3.4566, grad_norm: 6.8324 2021-07-05 11:28:25,328 - mmaction - INFO - Epoch [54][800/3757] lr: 1.000e-02, eta: 4 days, 12:55:55, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2486, top1_acc: 0.5086, top5_acc: 0.7469, loss_cls: 2.1337, loss: 3.3823, grad_norm: 6.7561 2021-07-05 11:28:46,779 - mmaction - INFO - Epoch [54][820/3757] lr: 1.000e-02, eta: 4 days, 12:55:33, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.2317, top1_acc: 0.5352, top5_acc: 0.7492, loss_cls: 2.0722, loss: 3.3039, grad_norm: 6.5958 2021-07-05 11:29:08,225 - mmaction - INFO - Epoch [54][840/3757] lr: 1.000e-02, eta: 4 days, 12:55:11, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2874, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1818, loss: 3.4692, grad_norm: 6.7556 2021-07-05 11:29:30,413 - mmaction - INFO - Epoch [54][860/3757] lr: 1.000e-02, eta: 4 days, 12:54:51, time: 1.109, data_time: 0.001, memory: 6921, loss_aux: 1.2343, top1_acc: 0.5219, top5_acc: 0.7461, loss_cls: 2.0944, loss: 3.3287, grad_norm: 6.6570 2021-07-05 11:29:51,530 - mmaction - INFO - Epoch [54][880/3757] lr: 1.000e-02, eta: 4 days, 12:54:28, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2814, top1_acc: 0.5078, top5_acc: 0.7227, loss_cls: 2.2094, loss: 3.4908, grad_norm: 6.6301 2021-07-05 11:30:12,572 - mmaction - INFO - Epoch [54][900/3757] lr: 1.000e-02, eta: 4 days, 12:54:06, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.3105, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.2706, loss: 3.5811, grad_norm: 6.9838 2021-07-05 11:30:34,636 - mmaction - INFO - Epoch [54][920/3757] lr: 1.000e-02, eta: 4 days, 12:53:45, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2898, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.1760, loss: 3.4658, grad_norm: 6.9142 2021-07-05 11:30:55,784 - mmaction - INFO - Epoch [54][940/3757] lr: 1.000e-02, eta: 4 days, 12:53:23, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3004, top1_acc: 0.4914, top5_acc: 0.7172, loss_cls: 2.2333, loss: 3.5337, grad_norm: 6.7110 2021-07-05 11:31:17,035 - mmaction - INFO - Epoch [54][960/3757] lr: 1.000e-02, eta: 4 days, 12:53:01, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2859, top1_acc: 0.5062, top5_acc: 0.7305, loss_cls: 2.1842, loss: 3.4701, grad_norm: 6.7626 2021-07-05 11:31:38,979 - mmaction - INFO - Epoch [54][980/3757] lr: 1.000e-02, eta: 4 days, 12:52:40, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 1.2498, top1_acc: 0.4992, top5_acc: 0.7375, loss_cls: 2.1041, loss: 3.3540, grad_norm: 6.7597 2021-07-05 11:32:00,234 - mmaction - INFO - Epoch [54][1000/3757] lr: 1.000e-02, eta: 4 days, 12:52:18, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2641, top1_acc: 0.5148, top5_acc: 0.7180, loss_cls: 2.1789, loss: 3.4430, grad_norm: 6.6966 2021-07-05 11:32:22,415 - mmaction - INFO - Epoch [54][1020/3757] lr: 1.000e-02, eta: 4 days, 12:51:57, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.2750, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2349, loss: 3.5099, grad_norm: 6.9247 2021-07-05 11:32:44,630 - mmaction - INFO - Epoch [54][1040/3757] lr: 1.000e-02, eta: 4 days, 12:51:37, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.2936, top1_acc: 0.5250, top5_acc: 0.7336, loss_cls: 2.1370, loss: 3.4306, grad_norm: 6.8667 2021-07-05 11:33:05,832 - mmaction - INFO - Epoch [54][1060/3757] lr: 1.000e-02, eta: 4 days, 12:51:15, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2696, top1_acc: 0.5203, top5_acc: 0.7320, loss_cls: 2.1260, loss: 3.3956, grad_norm: 6.8172 2021-07-05 11:33:28,220 - mmaction - INFO - Epoch [54][1080/3757] lr: 1.000e-02, eta: 4 days, 12:50:54, time: 1.116, data_time: 0.002, memory: 6921, loss_aux: 1.3151, top1_acc: 0.4945, top5_acc: 0.7234, loss_cls: 2.2223, loss: 3.5374, grad_norm: 6.8271 2021-07-05 11:33:49,572 - mmaction - INFO - Epoch [54][1100/3757] lr: 1.000e-02, eta: 4 days, 12:50:33, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2750, top1_acc: 0.4984, top5_acc: 0.7414, loss_cls: 2.1704, loss: 3.4454, grad_norm: 6.8454 2021-07-05 11:34:10,511 - mmaction - INFO - Epoch [54][1120/3757] lr: 1.000e-02, eta: 4 days, 12:50:10, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.3013, top1_acc: 0.5047, top5_acc: 0.7117, loss_cls: 2.2656, loss: 3.5669, grad_norm: 6.7045 2021-07-05 11:34:31,820 - mmaction - INFO - Epoch [54][1140/3757] lr: 1.000e-02, eta: 4 days, 12:49:48, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.2462, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1521, loss: 3.3983, grad_norm: 6.5339 2021-07-05 11:34:53,181 - mmaction - INFO - Epoch [54][1160/3757] lr: 1.000e-02, eta: 4 days, 12:49:26, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2955, top1_acc: 0.4758, top5_acc: 0.7352, loss_cls: 2.2286, loss: 3.5241, grad_norm: 6.8072 2021-07-05 11:35:15,209 - mmaction - INFO - Epoch [54][1180/3757] lr: 1.000e-02, eta: 4 days, 12:49:05, time: 1.101, data_time: 0.066, memory: 6921, loss_aux: 1.2385, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0999, loss: 3.3384, grad_norm: 6.8098 2021-07-05 11:35:36,377 - mmaction - INFO - Epoch [54][1200/3757] lr: 1.000e-02, eta: 4 days, 12:48:43, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2910, top1_acc: 0.5125, top5_acc: 0.7391, loss_cls: 2.1701, loss: 3.4611, grad_norm: 6.9662 2021-07-05 11:35:58,138 - mmaction - INFO - Epoch [54][1220/3757] lr: 1.000e-02, eta: 4 days, 12:48:22, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2839, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.2045, loss: 3.4883, grad_norm: 6.8993 2021-07-05 11:36:19,988 - mmaction - INFO - Epoch [54][1240/3757] lr: 1.000e-02, eta: 4 days, 12:48:00, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.2849, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2149, loss: 3.4997, grad_norm: 6.8136 2021-07-05 11:36:41,961 - mmaction - INFO - Epoch [54][1260/3757] lr: 1.000e-02, eta: 4 days, 12:47:40, time: 1.101, data_time: 0.006, memory: 6921, loss_aux: 1.2702, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.1544, loss: 3.4246, grad_norm: 6.8718 2021-07-05 11:37:02,967 - mmaction - INFO - Epoch [54][1280/3757] lr: 1.000e-02, eta: 4 days, 12:47:17, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2787, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.1948, loss: 3.4735, grad_norm: 6.8360 2021-07-05 11:37:24,757 - mmaction - INFO - Epoch [54][1300/3757] lr: 1.000e-02, eta: 4 days, 12:46:56, time: 1.088, data_time: 0.050, memory: 6921, loss_aux: 1.2225, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0673, loss: 3.2898, grad_norm: 6.5576 2021-07-05 11:37:46,047 - mmaction - INFO - Epoch [54][1320/3757] lr: 1.000e-02, eta: 4 days, 12:46:34, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2149, top1_acc: 0.5281, top5_acc: 0.7664, loss_cls: 2.0144, loss: 3.2294, grad_norm: 6.8982 2021-07-05 11:38:08,194 - mmaction - INFO - Epoch [54][1340/3757] lr: 1.000e-02, eta: 4 days, 12:46:13, time: 1.107, data_time: 0.001, memory: 6921, loss_aux: 1.3001, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2388, loss: 3.5389, grad_norm: 6.7458 2021-07-05 11:38:29,964 - mmaction - INFO - Epoch [54][1360/3757] lr: 1.000e-02, eta: 4 days, 12:45:52, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.2804, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.1768, loss: 3.4571, grad_norm: 6.6871 2021-07-05 11:38:51,580 - mmaction - INFO - Epoch [54][1380/3757] lr: 1.000e-02, eta: 4 days, 12:45:31, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2906, top1_acc: 0.5141, top5_acc: 0.7305, loss_cls: 2.1935, loss: 3.4841, grad_norm: 6.8907 2021-07-05 11:39:12,998 - mmaction - INFO - Epoch [54][1400/3757] lr: 1.000e-02, eta: 4 days, 12:45:09, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2223, top1_acc: 0.5406, top5_acc: 0.7516, loss_cls: 2.0736, loss: 3.2959, grad_norm: 6.7135 2021-07-05 11:39:34,437 - mmaction - INFO - Epoch [54][1420/3757] lr: 1.000e-02, eta: 4 days, 12:44:47, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2877, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1926, loss: 3.4803, grad_norm: 6.8605 2021-07-05 11:39:56,130 - mmaction - INFO - Epoch [54][1440/3757] lr: 1.000e-02, eta: 4 days, 12:44:26, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.2795, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.2332, loss: 3.5127, grad_norm: 6.9089 2021-07-05 11:40:17,391 - mmaction - INFO - Epoch [54][1460/3757] lr: 1.000e-02, eta: 4 days, 12:44:03, time: 1.062, data_time: 0.007, memory: 6921, loss_aux: 1.2960, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.1973, loss: 3.4933, grad_norm: 6.9251 2021-07-05 11:40:40,154 - mmaction - INFO - Epoch [54][1480/3757] lr: 1.000e-02, eta: 4 days, 12:43:44, time: 1.140, data_time: 0.003, memory: 6921, loss_aux: 1.2639, top1_acc: 0.5188, top5_acc: 0.7484, loss_cls: 2.1298, loss: 3.3936, grad_norm: 6.7067 2021-07-05 11:41:01,576 - mmaction - INFO - Epoch [54][1500/3757] lr: 1.000e-02, eta: 4 days, 12:43:22, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2869, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2564, loss: 3.5433, grad_norm: 7.0553 2021-07-05 11:41:23,036 - mmaction - INFO - Epoch [54][1520/3757] lr: 1.000e-02, eta: 4 days, 12:43:00, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2807, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.1844, loss: 3.4652, grad_norm: 6.9945 2021-07-05 11:41:45,060 - mmaction - INFO - Epoch [54][1540/3757] lr: 1.000e-02, eta: 4 days, 12:42:40, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.2384, top1_acc: 0.5281, top5_acc: 0.7531, loss_cls: 2.0856, loss: 3.3240, grad_norm: 6.6560 2021-07-05 11:42:06,591 - mmaction - INFO - Epoch [54][1560/3757] lr: 1.000e-02, eta: 4 days, 12:42:18, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2138, top1_acc: 0.5016, top5_acc: 0.7578, loss_cls: 2.0894, loss: 3.3032, grad_norm: 6.8287 2021-07-05 11:42:27,610 - mmaction - INFO - Epoch [54][1580/3757] lr: 1.000e-02, eta: 4 days, 12:41:56, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.2839, top1_acc: 0.4938, top5_acc: 0.7328, loss_cls: 2.2322, loss: 3.5162, grad_norm: 7.0089 2021-07-05 11:42:48,870 - mmaction - INFO - Epoch [54][1600/3757] lr: 1.000e-02, eta: 4 days, 12:41:33, time: 1.064, data_time: 0.012, memory: 6921, loss_aux: 1.2735, top1_acc: 0.5188, top5_acc: 0.7273, loss_cls: 2.1747, loss: 3.4483, grad_norm: 6.5984 2021-07-05 11:43:10,736 - mmaction - INFO - Epoch [54][1620/3757] lr: 1.000e-02, eta: 4 days, 12:41:12, time: 1.092, data_time: 0.052, memory: 6921, loss_aux: 1.3222, top1_acc: 0.4789, top5_acc: 0.7109, loss_cls: 2.2798, loss: 3.6020, grad_norm: 6.8495 2021-07-05 11:43:32,914 - mmaction - INFO - Epoch [54][1640/3757] lr: 1.000e-02, eta: 4 days, 12:40:52, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 1.3031, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.2426, loss: 3.5457, grad_norm: 6.9017 2021-07-05 11:43:54,934 - mmaction - INFO - Epoch [54][1660/3757] lr: 1.000e-02, eta: 4 days, 12:40:31, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.3160, top1_acc: 0.4820, top5_acc: 0.7070, loss_cls: 2.2943, loss: 3.6104, grad_norm: 6.9376 2021-07-05 11:44:16,565 - mmaction - INFO - Epoch [54][1680/3757] lr: 1.000e-02, eta: 4 days, 12:40:10, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.2580, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.1082, loss: 3.3662, grad_norm: 6.4864 2021-07-05 11:44:38,558 - mmaction - INFO - Epoch [54][1700/3757] lr: 1.000e-02, eta: 4 days, 12:39:49, time: 1.100, data_time: 0.007, memory: 6921, loss_aux: 1.3360, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2543, loss: 3.5903, grad_norm: 6.7428 2021-07-05 11:44:59,637 - mmaction - INFO - Epoch [54][1720/3757] lr: 1.000e-02, eta: 4 days, 12:39:26, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2861, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1528, loss: 3.4389, grad_norm: 6.6733 2021-07-05 11:45:21,111 - mmaction - INFO - Epoch [54][1740/3757] lr: 1.000e-02, eta: 4 days, 12:39:05, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.3185, top1_acc: 0.4820, top5_acc: 0.7258, loss_cls: 2.2634, loss: 3.5819, grad_norm: 6.6669 2021-07-05 11:45:43,019 - mmaction - INFO - Epoch [54][1760/3757] lr: 1.000e-02, eta: 4 days, 12:38:44, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2386, top1_acc: 0.5109, top5_acc: 0.7547, loss_cls: 2.1001, loss: 3.3387, grad_norm: 6.7084 2021-07-05 11:46:04,762 - mmaction - INFO - Epoch [54][1780/3757] lr: 1.000e-02, eta: 4 days, 12:38:22, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2635, top1_acc: 0.5117, top5_acc: 0.7367, loss_cls: 2.1663, loss: 3.4298, grad_norm: 6.8149 2021-07-05 11:46:27,540 - mmaction - INFO - Epoch [54][1800/3757] lr: 1.000e-02, eta: 4 days, 12:38:03, time: 1.140, data_time: 0.003, memory: 6921, loss_aux: 1.2408, top1_acc: 0.5266, top5_acc: 0.7414, loss_cls: 2.1431, loss: 3.3840, grad_norm: 6.8087 2021-07-05 11:46:48,828 - mmaction - INFO - Epoch [54][1820/3757] lr: 1.000e-02, eta: 4 days, 12:37:41, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2539, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1140, loss: 3.3679, grad_norm: 6.7052 2021-07-05 11:47:09,952 - mmaction - INFO - Epoch [54][1840/3757] lr: 1.000e-02, eta: 4 days, 12:37:19, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.3257, top1_acc: 0.4727, top5_acc: 0.7133, loss_cls: 2.3039, loss: 3.6296, grad_norm: 6.9410 2021-07-05 11:47:32,066 - mmaction - INFO - Epoch [54][1860/3757] lr: 1.000e-02, eta: 4 days, 12:36:58, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.2879, top1_acc: 0.4992, top5_acc: 0.7266, loss_cls: 2.2393, loss: 3.5272, grad_norm: 6.6637 2021-07-05 11:47:54,435 - mmaction - INFO - Epoch [54][1880/3757] lr: 1.000e-02, eta: 4 days, 12:36:38, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 1.3147, top1_acc: 0.5039, top5_acc: 0.7250, loss_cls: 2.2392, loss: 3.5539, grad_norm: 6.8151 2021-07-05 11:48:15,814 - mmaction - INFO - Epoch [54][1900/3757] lr: 1.000e-02, eta: 4 days, 12:36:16, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2600, top1_acc: 0.5273, top5_acc: 0.7312, loss_cls: 2.1834, loss: 3.4434, grad_norm: 6.5702 2021-07-05 11:48:37,057 - mmaction - INFO - Epoch [54][1920/3757] lr: 1.000e-02, eta: 4 days, 12:35:54, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2885, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2318, loss: 3.5203, grad_norm: 6.6706 2021-07-05 11:48:59,233 - mmaction - INFO - Epoch [54][1940/3757] lr: 1.000e-02, eta: 4 days, 12:35:33, time: 1.109, data_time: 0.072, memory: 6921, loss_aux: 1.3049, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.2298, loss: 3.5347, grad_norm: 6.9624 2021-07-05 11:49:21,490 - mmaction - INFO - Epoch [54][1960/3757] lr: 1.000e-02, eta: 4 days, 12:35:13, time: 1.114, data_time: 0.069, memory: 6921, loss_aux: 1.2080, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0717, loss: 3.2796, grad_norm: 6.7066 2021-07-05 11:49:42,514 - mmaction - INFO - Epoch [54][1980/3757] lr: 1.000e-02, eta: 4 days, 12:34:50, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3124, top1_acc: 0.5000, top5_acc: 0.7227, loss_cls: 2.2576, loss: 3.5701, grad_norm: 6.7911 2021-07-05 11:50:04,137 - mmaction - INFO - Epoch [54][2000/3757] lr: 1.000e-02, eta: 4 days, 12:34:29, time: 1.082, data_time: 0.026, memory: 6921, loss_aux: 1.2332, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1161, loss: 3.3492, grad_norm: 6.7091 2021-07-05 11:50:25,560 - mmaction - INFO - Epoch [54][2020/3757] lr: 1.000e-02, eta: 4 days, 12:34:07, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2867, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1763, loss: 3.4630, grad_norm: 6.7827 2021-07-05 11:50:47,103 - mmaction - INFO - Epoch [54][2040/3757] lr: 1.000e-02, eta: 4 days, 12:33:46, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2495, top1_acc: 0.5219, top5_acc: 0.7461, loss_cls: 2.0909, loss: 3.3404, grad_norm: 6.7467 2021-07-05 11:51:09,615 - mmaction - INFO - Epoch [54][2060/3757] lr: 1.000e-02, eta: 4 days, 12:33:26, time: 1.125, data_time: 0.004, memory: 6921, loss_aux: 1.3123, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2617, loss: 3.5740, grad_norm: 6.8477 2021-07-05 11:51:32,107 - mmaction - INFO - Epoch [54][2080/3757] lr: 1.000e-02, eta: 4 days, 12:33:06, time: 1.126, data_time: 0.004, memory: 6921, loss_aux: 1.2892, top1_acc: 0.4961, top5_acc: 0.7438, loss_cls: 2.2163, loss: 3.5055, grad_norm: 6.7988 2021-07-05 11:51:53,597 - mmaction - INFO - Epoch [54][2100/3757] lr: 1.000e-02, eta: 4 days, 12:32:44, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2237, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.0960, loss: 3.3197, grad_norm: 6.6954 2021-07-05 11:52:14,942 - mmaction - INFO - Epoch [54][2120/3757] lr: 1.000e-02, eta: 4 days, 12:32:22, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2744, top1_acc: 0.5062, top5_acc: 0.7188, loss_cls: 2.2285, loss: 3.5029, grad_norm: 6.8181 2021-07-05 11:52:36,264 - mmaction - INFO - Epoch [54][2140/3757] lr: 1.000e-02, eta: 4 days, 12:32:00, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3076, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2461, loss: 3.5537, grad_norm: 6.9493 2021-07-05 11:52:58,393 - mmaction - INFO - Epoch [54][2160/3757] lr: 1.000e-02, eta: 4 days, 12:31:40, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.3189, top1_acc: 0.4938, top5_acc: 0.7312, loss_cls: 2.2298, loss: 3.5487, grad_norm: 6.8600 2021-07-05 11:53:19,771 - mmaction - INFO - Epoch [54][2180/3757] lr: 1.000e-02, eta: 4 days, 12:31:18, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.3462, top1_acc: 0.4797, top5_acc: 0.7109, loss_cls: 2.3280, loss: 3.6743, grad_norm: 6.9409 2021-07-05 11:53:41,989 - mmaction - INFO - Epoch [54][2200/3757] lr: 1.000e-02, eta: 4 days, 12:30:57, time: 1.113, data_time: 0.021, memory: 6921, loss_aux: 1.3395, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2571, loss: 3.5966, grad_norm: 6.8442 2021-07-05 11:54:03,167 - mmaction - INFO - Epoch [54][2220/3757] lr: 1.000e-02, eta: 4 days, 12:30:35, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2560, top1_acc: 0.5180, top5_acc: 0.7391, loss_cls: 2.1362, loss: 3.3921, grad_norm: 6.7651 2021-07-05 11:54:25,144 - mmaction - INFO - Epoch [54][2240/3757] lr: 1.000e-02, eta: 4 days, 12:30:14, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2450, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1382, loss: 3.3832, grad_norm: 6.6829 2021-07-05 11:54:47,312 - mmaction - INFO - Epoch [54][2260/3757] lr: 1.000e-02, eta: 4 days, 12:29:54, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.2559, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1740, loss: 3.4299, grad_norm: 6.7438 2021-07-05 11:55:08,596 - mmaction - INFO - Epoch [54][2280/3757] lr: 1.000e-02, eta: 4 days, 12:29:31, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2713, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1493, loss: 3.4206, grad_norm: 6.7274 2021-07-05 11:55:31,430 - mmaction - INFO - Epoch [54][2300/3757] lr: 1.000e-02, eta: 4 days, 12:29:12, time: 1.144, data_time: 0.015, memory: 6921, loss_aux: 1.2302, top1_acc: 0.5211, top5_acc: 0.7383, loss_cls: 2.0920, loss: 3.3222, grad_norm: 6.6234 2021-07-05 11:55:53,253 - mmaction - INFO - Epoch [54][2320/3757] lr: 1.000e-02, eta: 4 days, 12:28:51, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2339, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1253, loss: 3.3592, grad_norm: 6.8254 2021-07-05 11:56:15,116 - mmaction - INFO - Epoch [54][2340/3757] lr: 1.000e-02, eta: 4 days, 12:28:30, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.2865, top1_acc: 0.4828, top5_acc: 0.7359, loss_cls: 2.2439, loss: 3.5304, grad_norm: 6.8360 2021-07-05 11:56:36,242 - mmaction - INFO - Epoch [54][2360/3757] lr: 1.000e-02, eta: 4 days, 12:28:08, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2901, top1_acc: 0.4922, top5_acc: 0.7188, loss_cls: 2.2824, loss: 3.5725, grad_norm: 6.8482 2021-07-05 11:56:58,052 - mmaction - INFO - Epoch [54][2380/3757] lr: 1.000e-02, eta: 4 days, 12:27:47, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.2621, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1344, loss: 3.3965, grad_norm: 6.7761 2021-07-05 11:57:19,916 - mmaction - INFO - Epoch [54][2400/3757] lr: 1.000e-02, eta: 4 days, 12:27:26, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2866, top1_acc: 0.5109, top5_acc: 0.7336, loss_cls: 2.1513, loss: 3.4379, grad_norm: 6.8156 2021-07-05 11:57:41,673 - mmaction - INFO - Epoch [54][2420/3757] lr: 1.000e-02, eta: 4 days, 12:27:04, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.2542, top1_acc: 0.5023, top5_acc: 0.7516, loss_cls: 2.1335, loss: 3.3877, grad_norm: 6.8132 2021-07-05 11:58:03,228 - mmaction - INFO - Epoch [54][2440/3757] lr: 1.000e-02, eta: 4 days, 12:26:43, time: 1.078, data_time: 0.032, memory: 6921, loss_aux: 1.3326, top1_acc: 0.4758, top5_acc: 0.7156, loss_cls: 2.2797, loss: 3.6123, grad_norm: 7.0619 2021-07-05 11:58:26,008 - mmaction - INFO - Epoch [54][2460/3757] lr: 1.000e-02, eta: 4 days, 12:26:23, time: 1.139, data_time: 0.002, memory: 6921, loss_aux: 1.3327, top1_acc: 0.4938, top5_acc: 0.6992, loss_cls: 2.3018, loss: 3.6345, grad_norm: 6.8162 2021-07-05 11:58:48,269 - mmaction - INFO - Epoch [54][2480/3757] lr: 1.000e-02, eta: 4 days, 12:26:03, time: 1.112, data_time: 0.001, memory: 6921, loss_aux: 1.2211, top1_acc: 0.5328, top5_acc: 0.7539, loss_cls: 2.0661, loss: 3.2872, grad_norm: 6.6236 2021-07-05 11:59:10,193 - mmaction - INFO - Epoch [54][2500/3757] lr: 1.000e-02, eta: 4 days, 12:25:42, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.2449, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.1742, loss: 3.4190, grad_norm: 6.6527 2021-07-05 11:59:31,219 - mmaction - INFO - Epoch [54][2520/3757] lr: 1.000e-02, eta: 4 days, 12:25:19, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2536, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.1085, loss: 3.3621, grad_norm: 6.7184 2021-07-05 11:59:52,960 - mmaction - INFO - Epoch [54][2540/3757] lr: 1.000e-02, eta: 4 days, 12:24:58, time: 1.088, data_time: 0.006, memory: 6921, loss_aux: 1.2145, top1_acc: 0.5320, top5_acc: 0.7586, loss_cls: 2.0488, loss: 3.2633, grad_norm: 6.5975 2021-07-05 12:00:15,014 - mmaction - INFO - Epoch [54][2560/3757] lr: 1.000e-02, eta: 4 days, 12:24:37, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.2799, top1_acc: 0.5062, top5_acc: 0.7258, loss_cls: 2.2089, loss: 3.4888, grad_norm: 6.8439 2021-07-05 12:00:37,310 - mmaction - INFO - Epoch [54][2580/3757] lr: 1.000e-02, eta: 4 days, 12:24:17, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.2554, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1471, loss: 3.4025, grad_norm: 6.6263 2021-07-05 12:00:58,351 - mmaction - INFO - Epoch [54][2600/3757] lr: 1.000e-02, eta: 4 days, 12:23:55, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2610, top1_acc: 0.5258, top5_acc: 0.7422, loss_cls: 2.0920, loss: 3.3529, grad_norm: 6.6281 2021-07-05 12:01:19,893 - mmaction - INFO - Epoch [54][2620/3757] lr: 1.000e-02, eta: 4 days, 12:23:33, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.2798, top1_acc: 0.5117, top5_acc: 0.7336, loss_cls: 2.1961, loss: 3.4759, grad_norm: 6.7874 2021-07-05 12:01:42,220 - mmaction - INFO - Epoch [54][2640/3757] lr: 1.000e-02, eta: 4 days, 12:23:13, time: 1.116, data_time: 0.002, memory: 6921, loss_aux: 1.2864, top1_acc: 0.4938, top5_acc: 0.7516, loss_cls: 2.2276, loss: 3.5140, grad_norm: 6.9098 2021-07-05 12:02:03,325 - mmaction - INFO - Epoch [54][2660/3757] lr: 1.000e-02, eta: 4 days, 12:22:50, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2780, top1_acc: 0.4867, top5_acc: 0.7352, loss_cls: 2.2031, loss: 3.4810, grad_norm: 6.9791 2021-07-05 12:02:25,256 - mmaction - INFO - Epoch [54][2680/3757] lr: 1.000e-02, eta: 4 days, 12:22:29, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.2959, top1_acc: 0.4906, top5_acc: 0.7430, loss_cls: 2.1940, loss: 3.4898, grad_norm: 6.8889 2021-07-05 12:02:46,376 - mmaction - INFO - Epoch [54][2700/3757] lr: 1.000e-02, eta: 4 days, 12:22:07, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3225, top1_acc: 0.5109, top5_acc: 0.7211, loss_cls: 2.2375, loss: 3.5599, grad_norm: 6.7562 2021-07-05 12:03:08,433 - mmaction - INFO - Epoch [54][2720/3757] lr: 1.000e-02, eta: 4 days, 12:21:47, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.2203, top1_acc: 0.5117, top5_acc: 0.7594, loss_cls: 2.0531, loss: 3.2735, grad_norm: 6.5557 2021-07-05 12:03:29,522 - mmaction - INFO - Epoch [54][2740/3757] lr: 1.000e-02, eta: 4 days, 12:21:24, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2947, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2500, loss: 3.5447, grad_norm: 6.9621 2021-07-05 12:03:51,636 - mmaction - INFO - Epoch [54][2760/3757] lr: 1.000e-02, eta: 4 days, 12:21:03, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.3137, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.2918, loss: 3.6055, grad_norm: 7.0298 2021-07-05 12:04:13,363 - mmaction - INFO - Epoch [54][2780/3757] lr: 1.000e-02, eta: 4 days, 12:20:42, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.3327, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2868, loss: 3.6195, grad_norm: 6.8031 2021-07-05 12:04:34,670 - mmaction - INFO - Epoch [54][2800/3757] lr: 1.000e-02, eta: 4 days, 12:20:20, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2998, top1_acc: 0.4984, top5_acc: 0.7148, loss_cls: 2.2462, loss: 3.5460, grad_norm: 6.8909 2021-07-05 12:04:57,202 - mmaction - INFO - Epoch [54][2820/3757] lr: 1.000e-02, eta: 4 days, 12:20:00, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 1.2335, top1_acc: 0.5164, top5_acc: 0.7648, loss_cls: 2.0713, loss: 3.3048, grad_norm: 6.5486 2021-07-05 12:05:18,355 - mmaction - INFO - Epoch [54][2840/3757] lr: 1.000e-02, eta: 4 days, 12:19:38, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2188, top1_acc: 0.5289, top5_acc: 0.7461, loss_cls: 2.0942, loss: 3.3130, grad_norm: 6.6264 2021-07-05 12:05:39,584 - mmaction - INFO - Epoch [54][2860/3757] lr: 1.000e-02, eta: 4 days, 12:19:16, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.3044, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.2266, loss: 3.5310, grad_norm: 6.9880 2021-07-05 12:06:00,611 - mmaction - INFO - Epoch [54][2880/3757] lr: 1.000e-02, eta: 4 days, 12:18:53, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.3116, top1_acc: 0.4844, top5_acc: 0.7320, loss_cls: 2.2281, loss: 3.5398, grad_norm: 6.7298 2021-07-05 12:06:22,267 - mmaction - INFO - Epoch [54][2900/3757] lr: 1.000e-02, eta: 4 days, 12:18:32, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3239, top1_acc: 0.4938, top5_acc: 0.7133, loss_cls: 2.3049, loss: 3.6289, grad_norm: 6.6486 2021-07-05 12:06:44,300 - mmaction - INFO - Epoch [54][2920/3757] lr: 1.000e-02, eta: 4 days, 12:18:11, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2723, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2402, loss: 3.5126, grad_norm: 6.6042 2021-07-05 12:07:05,690 - mmaction - INFO - Epoch [54][2940/3757] lr: 1.000e-02, eta: 4 days, 12:17:49, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.2768, top1_acc: 0.4922, top5_acc: 0.7336, loss_cls: 2.2421, loss: 3.5189, grad_norm: 6.8965 2021-07-05 12:07:27,171 - mmaction - INFO - Epoch [54][2960/3757] lr: 1.000e-02, eta: 4 days, 12:17:27, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2820, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.1921, loss: 3.4741, grad_norm: 6.6385 2021-07-05 12:07:49,199 - mmaction - INFO - Epoch [54][2980/3757] lr: 1.000e-02, eta: 4 days, 12:17:07, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.3198, top1_acc: 0.4977, top5_acc: 0.7109, loss_cls: 2.2853, loss: 3.6051, grad_norm: 6.7956 2021-07-05 12:08:11,007 - mmaction - INFO - Epoch [54][3000/3757] lr: 1.000e-02, eta: 4 days, 12:16:46, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2597, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1846, loss: 3.4443, grad_norm: 6.7412 2021-07-05 12:08:32,487 - mmaction - INFO - Epoch [54][3020/3757] lr: 1.000e-02, eta: 4 days, 12:16:24, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2354, top1_acc: 0.5250, top5_acc: 0.7383, loss_cls: 2.1102, loss: 3.3456, grad_norm: 6.6497 2021-07-05 12:08:54,651 - mmaction - INFO - Epoch [54][3040/3757] lr: 1.000e-02, eta: 4 days, 12:16:03, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.2471, top1_acc: 0.5203, top5_acc: 0.7383, loss_cls: 2.1237, loss: 3.3708, grad_norm: 6.6785 2021-07-05 12:09:16,272 - mmaction - INFO - Epoch [54][3060/3757] lr: 1.000e-02, eta: 4 days, 12:15:42, time: 1.081, data_time: 0.006, memory: 6921, loss_aux: 1.2772, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1595, loss: 3.4367, grad_norm: 6.9746 2021-07-05 12:09:37,974 - mmaction - INFO - Epoch [54][3080/3757] lr: 1.000e-02, eta: 4 days, 12:15:20, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2716, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1989, loss: 3.4705, grad_norm: 6.7860 2021-07-05 12:10:00,153 - mmaction - INFO - Epoch [54][3100/3757] lr: 1.000e-02, eta: 4 days, 12:15:00, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.2559, top1_acc: 0.5023, top5_acc: 0.7469, loss_cls: 2.1404, loss: 3.3962, grad_norm: 6.6250 2021-07-05 12:10:21,325 - mmaction - INFO - Epoch [54][3120/3757] lr: 1.000e-02, eta: 4 days, 12:14:38, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2399, top1_acc: 0.5258, top5_acc: 0.7461, loss_cls: 2.1104, loss: 3.3503, grad_norm: 6.5442 2021-07-05 12:10:43,121 - mmaction - INFO - Epoch [54][3140/3757] lr: 1.000e-02, eta: 4 days, 12:14:17, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2811, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.1550, loss: 3.4361, grad_norm: 6.6125 2021-07-05 12:11:05,573 - mmaction - INFO - Epoch [54][3160/3757] lr: 1.000e-02, eta: 4 days, 12:13:57, time: 1.120, data_time: 0.001, memory: 6921, loss_aux: 1.2839, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2360, loss: 3.5199, grad_norm: 7.0241 2021-07-05 12:11:26,619 - mmaction - INFO - Epoch [54][3180/3757] lr: 1.000e-02, eta: 4 days, 12:13:34, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2712, top1_acc: 0.4883, top5_acc: 0.7414, loss_cls: 2.2197, loss: 3.4909, grad_norm: 6.9735 2021-07-05 12:11:47,727 - mmaction - INFO - Epoch [54][3200/3757] lr: 1.000e-02, eta: 4 days, 12:13:12, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2403, top1_acc: 0.5203, top5_acc: 0.7625, loss_cls: 2.0486, loss: 3.2889, grad_norm: 6.6894 2021-07-05 12:12:09,403 - mmaction - INFO - Epoch [54][3220/3757] lr: 1.000e-02, eta: 4 days, 12:12:50, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2133, top1_acc: 0.5367, top5_acc: 0.7422, loss_cls: 2.0582, loss: 3.2714, grad_norm: 6.7979 2021-07-05 12:12:31,480 - mmaction - INFO - Epoch [54][3240/3757] lr: 1.000e-02, eta: 4 days, 12:12:30, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1377, loss: 3.3914, grad_norm: 6.9693 2021-07-05 12:12:53,609 - mmaction - INFO - Epoch [54][3260/3757] lr: 1.000e-02, eta: 4 days, 12:12:09, time: 1.109, data_time: 0.005, memory: 6921, loss_aux: 1.2188, top1_acc: 0.5273, top5_acc: 0.7727, loss_cls: 2.0043, loss: 3.2231, grad_norm: 6.9220 2021-07-05 12:13:14,485 - mmaction - INFO - Epoch [54][3280/3757] lr: 1.000e-02, eta: 4 days, 12:11:46, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2832, top1_acc: 0.4891, top5_acc: 0.7344, loss_cls: 2.1939, loss: 3.4770, grad_norm: 6.8817 2021-07-05 12:13:37,338 - mmaction - INFO - Epoch [54][3300/3757] lr: 1.000e-02, eta: 4 days, 12:11:27, time: 1.143, data_time: 0.002, memory: 6921, loss_aux: 1.2548, top1_acc: 0.5055, top5_acc: 0.7266, loss_cls: 2.1951, loss: 3.4499, grad_norm: 6.7984 2021-07-05 12:13:58,660 - mmaction - INFO - Epoch [54][3320/3757] lr: 1.000e-02, eta: 4 days, 12:11:05, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2845, top1_acc: 0.4992, top5_acc: 0.7211, loss_cls: 2.2367, loss: 3.5212, grad_norm: 6.5709 2021-07-05 12:14:19,890 - mmaction - INFO - Epoch [54][3340/3757] lr: 1.000e-02, eta: 4 days, 12:10:43, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2402, top1_acc: 0.5102, top5_acc: 0.7352, loss_cls: 2.1256, loss: 3.3658, grad_norm: 6.7586 2021-07-05 12:14:40,974 - mmaction - INFO - Epoch [54][3360/3757] lr: 1.000e-02, eta: 4 days, 12:10:20, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2652, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1684, loss: 3.4336, grad_norm: 6.6150 2021-07-05 12:15:01,983 - mmaction - INFO - Epoch [54][3380/3757] lr: 1.000e-02, eta: 4 days, 12:09:58, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2419, top1_acc: 0.5273, top5_acc: 0.7430, loss_cls: 2.1467, loss: 3.3887, grad_norm: 6.5537 2021-07-05 12:15:24,562 - mmaction - INFO - Epoch [54][3400/3757] lr: 1.000e-02, eta: 4 days, 12:09:38, time: 1.131, data_time: 0.005, memory: 6921, loss_aux: 1.2908, top1_acc: 0.5008, top5_acc: 0.7297, loss_cls: 2.2411, loss: 3.5319, grad_norm: 6.5921 2021-07-05 12:15:46,487 - mmaction - INFO - Epoch [54][3420/3757] lr: 1.000e-02, eta: 4 days, 12:09:17, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.2994, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.2386, loss: 3.5381, grad_norm: 6.8195 2021-07-05 12:16:07,626 - mmaction - INFO - Epoch [54][3440/3757] lr: 1.000e-02, eta: 4 days, 12:08:55, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2483, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.1850, loss: 3.4333, grad_norm: 6.8764 2021-07-05 12:16:28,900 - mmaction - INFO - Epoch [54][3460/3757] lr: 1.000e-02, eta: 4 days, 12:08:33, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3247, top1_acc: 0.4844, top5_acc: 0.7117, loss_cls: 2.2919, loss: 3.6166, grad_norm: 6.9342 2021-07-05 12:16:52,084 - mmaction - INFO - Epoch [54][3480/3757] lr: 1.000e-02, eta: 4 days, 12:08:14, time: 1.160, data_time: 0.003, memory: 6921, loss_aux: 1.2526, top1_acc: 0.5070, top5_acc: 0.7523, loss_cls: 2.1470, loss: 3.3996, grad_norm: 6.6775 2021-07-05 12:17:12,986 - mmaction - INFO - Epoch [54][3500/3757] lr: 1.000e-02, eta: 4 days, 12:07:51, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.2860, top1_acc: 0.4961, top5_acc: 0.7344, loss_cls: 2.2099, loss: 3.4960, grad_norm: 6.8891 2021-07-05 12:17:34,613 - mmaction - INFO - Epoch [54][3520/3757] lr: 1.000e-02, eta: 4 days, 12:07:30, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2554, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1598, loss: 3.4152, grad_norm: 6.8778 2021-07-05 12:17:56,042 - mmaction - INFO - Epoch [54][3540/3757] lr: 1.000e-02, eta: 4 days, 12:07:08, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2959, top1_acc: 0.5062, top5_acc: 0.7172, loss_cls: 2.2389, loss: 3.5348, grad_norm: 6.7156 2021-07-05 12:18:18,189 - mmaction - INFO - Epoch [54][3560/3757] lr: 1.000e-02, eta: 4 days, 12:06:47, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.2677, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1605, loss: 3.4282, grad_norm: 6.8121 2021-07-05 12:18:40,783 - mmaction - INFO - Epoch [54][3580/3757] lr: 1.000e-02, eta: 4 days, 12:06:28, time: 1.131, data_time: 0.003, memory: 6921, loss_aux: 1.2777, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.2471, loss: 3.5249, grad_norm: 6.9865 2021-07-05 12:19:02,050 - mmaction - INFO - Epoch [54][3600/3757] lr: 1.000e-02, eta: 4 days, 12:06:05, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3095, top1_acc: 0.4688, top5_acc: 0.7086, loss_cls: 2.2580, loss: 3.5675, grad_norm: 6.7432 2021-07-05 12:19:23,246 - mmaction - INFO - Epoch [54][3620/3757] lr: 1.000e-02, eta: 4 days, 12:05:43, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2747, top1_acc: 0.5148, top5_acc: 0.7336, loss_cls: 2.1853, loss: 3.4600, grad_norm: 6.7287 2021-07-05 12:19:45,223 - mmaction - INFO - Epoch [54][3640/3757] lr: 1.000e-02, eta: 4 days, 12:05:22, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 1.2627, top1_acc: 0.5281, top5_acc: 0.7414, loss_cls: 2.1706, loss: 3.4333, grad_norm: 6.7052 2021-07-05 12:20:07,074 - mmaction - INFO - Epoch [54][3660/3757] lr: 1.000e-02, eta: 4 days, 12:05:01, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.2724, top1_acc: 0.5102, top5_acc: 0.7344, loss_cls: 2.1675, loss: 3.4400, grad_norm: 6.7396 2021-07-05 12:20:28,720 - mmaction - INFO - Epoch [54][3680/3757] lr: 1.000e-02, eta: 4 days, 12:04:40, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4906, top5_acc: 0.7117, loss_cls: 2.2624, loss: 3.5800, grad_norm: 6.7836 2021-07-05 12:20:49,905 - mmaction - INFO - Epoch [54][3700/3757] lr: 1.000e-02, eta: 4 days, 12:04:18, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2427, top1_acc: 0.5203, top5_acc: 0.7406, loss_cls: 2.1193, loss: 3.3620, grad_norm: 6.6879 2021-07-05 12:21:11,558 - mmaction - INFO - Epoch [54][3720/3757] lr: 1.000e-02, eta: 4 days, 12:03:56, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3113, top1_acc: 0.5078, top5_acc: 0.7234, loss_cls: 2.2372, loss: 3.5485, grad_norm: 6.9029 2021-07-05 12:21:33,283 - mmaction - INFO - Epoch [54][3740/3757] lr: 1.000e-02, eta: 4 days, 12:03:35, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2859, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1946, loss: 3.4805, grad_norm: 6.8944 2021-07-05 12:21:52,153 - mmaction - INFO - Saving checkpoint at 54 epochs 2021-07-05 12:22:54,610 - mmaction - INFO - Epoch [55][20/3757] lr: 1.000e-02, eta: 4 days, 12:03:32, time: 3.045, data_time: 2.018, memory: 6921, loss_aux: 1.3013, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.1561, loss: 3.4574, grad_norm: 6.6109 2021-07-05 12:23:15,791 - mmaction - INFO - Epoch [55][40/3757] lr: 1.000e-02, eta: 4 days, 12:03:10, time: 1.060, data_time: 0.014, memory: 6921, loss_aux: 1.2177, top1_acc: 0.5141, top5_acc: 0.7594, loss_cls: 2.0580, loss: 3.2757, grad_norm: 6.5847 2021-07-05 12:23:37,869 - mmaction - INFO - Epoch [55][60/3757] lr: 1.000e-02, eta: 4 days, 12:02:49, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1287, loss: 3.3869, grad_norm: 6.7325 2021-07-05 12:23:59,666 - mmaction - INFO - Epoch [55][80/3757] lr: 1.000e-02, eta: 4 days, 12:02:28, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2855, top1_acc: 0.5125, top5_acc: 0.7328, loss_cls: 2.1763, loss: 3.4618, grad_norm: 6.9549 2021-07-05 12:24:21,867 - mmaction - INFO - Epoch [55][100/3757] lr: 1.000e-02, eta: 4 days, 12:02:08, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2945, top1_acc: 0.5117, top5_acc: 0.7211, loss_cls: 2.1890, loss: 3.4835, grad_norm: 6.6787 2021-07-05 12:24:42,921 - mmaction - INFO - Epoch [55][120/3757] lr: 1.000e-02, eta: 4 days, 12:01:45, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2803, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1566, loss: 3.4369, grad_norm: 6.7707 2021-07-05 12:25:04,835 - mmaction - INFO - Epoch [55][140/3757] lr: 1.000e-02, eta: 4 days, 12:01:24, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.2430, top1_acc: 0.5156, top5_acc: 0.7461, loss_cls: 2.0893, loss: 3.3323, grad_norm: 6.8314 2021-07-05 12:25:26,756 - mmaction - INFO - Epoch [55][160/3757] lr: 1.000e-02, eta: 4 days, 12:01:03, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.2461, top1_acc: 0.5305, top5_acc: 0.7352, loss_cls: 2.1143, loss: 3.3604, grad_norm: 6.6761 2021-07-05 12:25:48,711 - mmaction - INFO - Epoch [55][180/3757] lr: 1.000e-02, eta: 4 days, 12:00:42, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2446, top1_acc: 0.5180, top5_acc: 0.7508, loss_cls: 2.1202, loss: 3.3649, grad_norm: 6.7727 2021-07-05 12:26:09,794 - mmaction - INFO - Epoch [55][200/3757] lr: 1.000e-02, eta: 4 days, 12:00:20, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2636, top1_acc: 0.5070, top5_acc: 0.7633, loss_cls: 2.1284, loss: 3.3919, grad_norm: 6.9412 2021-07-05 12:26:32,710 - mmaction - INFO - Epoch [55][220/3757] lr: 1.000e-02, eta: 4 days, 12:00:01, time: 1.146, data_time: 0.004, memory: 6921, loss_aux: 1.2793, top1_acc: 0.5094, top5_acc: 0.7266, loss_cls: 2.1357, loss: 3.4150, grad_norm: 6.8557 2021-07-05 12:26:53,702 - mmaction - INFO - Epoch [55][240/3757] lr: 1.000e-02, eta: 4 days, 11:59:38, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2583, top1_acc: 0.5062, top5_acc: 0.7320, loss_cls: 2.1695, loss: 3.4278, grad_norm: 6.7216 2021-07-05 12:27:14,946 - mmaction - INFO - Epoch [55][260/3757] lr: 1.000e-02, eta: 4 days, 11:59:16, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2174, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.0479, loss: 3.2653, grad_norm: 6.7136 2021-07-05 12:27:36,715 - mmaction - INFO - Epoch [55][280/3757] lr: 1.000e-02, eta: 4 days, 11:58:55, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2779, top1_acc: 0.4820, top5_acc: 0.7438, loss_cls: 2.2004, loss: 3.4783, grad_norm: 6.7526 2021-07-05 12:27:59,071 - mmaction - INFO - Epoch [55][300/3757] lr: 1.000e-02, eta: 4 days, 11:58:35, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 1.2862, top1_acc: 0.5062, top5_acc: 0.7242, loss_cls: 2.1925, loss: 3.4787, grad_norm: 6.7140 2021-07-05 12:28:20,267 - mmaction - INFO - Epoch [55][320/3757] lr: 1.000e-02, eta: 4 days, 11:58:12, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2268, top1_acc: 0.5250, top5_acc: 0.7586, loss_cls: 2.0527, loss: 3.2795, grad_norm: 6.6524 2021-07-05 12:28:41,390 - mmaction - INFO - Epoch [55][340/3757] lr: 1.000e-02, eta: 4 days, 11:57:50, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2789, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1789, loss: 3.4578, grad_norm: 6.8382 2021-07-05 12:29:03,432 - mmaction - INFO - Epoch [55][360/3757] lr: 1.000e-02, eta: 4 days, 11:57:29, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2591, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.1452, loss: 3.4043, grad_norm: 6.8917 2021-07-05 12:29:24,882 - mmaction - INFO - Epoch [55][380/3757] lr: 1.000e-02, eta: 4 days, 11:57:07, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2693, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.1622, loss: 3.4315, grad_norm: 6.9598 2021-07-05 12:29:46,443 - mmaction - INFO - Epoch [55][400/3757] lr: 1.000e-02, eta: 4 days, 11:56:46, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2987, top1_acc: 0.5055, top5_acc: 0.7336, loss_cls: 2.1860, loss: 3.4847, grad_norm: 6.6497 2021-07-05 12:30:07,617 - mmaction - INFO - Epoch [55][420/3757] lr: 1.000e-02, eta: 4 days, 11:56:24, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2661, top1_acc: 0.5133, top5_acc: 0.7352, loss_cls: 2.1646, loss: 3.4307, grad_norm: 6.8271 2021-07-05 12:30:28,859 - mmaction - INFO - Epoch [55][440/3757] lr: 1.000e-02, eta: 4 days, 11:56:01, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2346, top1_acc: 0.5195, top5_acc: 0.7352, loss_cls: 2.1153, loss: 3.3500, grad_norm: 6.7574 2021-07-05 12:30:49,880 - mmaction - INFO - Epoch [55][460/3757] lr: 1.000e-02, eta: 4 days, 11:55:39, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.2866, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1876, loss: 3.4742, grad_norm: 6.7464 2021-07-05 12:31:11,524 - mmaction - INFO - Epoch [55][480/3757] lr: 1.000e-02, eta: 4 days, 11:55:17, time: 1.084, data_time: 0.006, memory: 6921, loss_aux: 1.2726, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1974, loss: 3.4700, grad_norm: 6.7845 2021-07-05 12:31:33,534 - mmaction - INFO - Epoch [55][500/3757] lr: 1.000e-02, eta: 4 days, 11:54:57, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.2901, top1_acc: 0.5188, top5_acc: 0.7258, loss_cls: 2.1677, loss: 3.4578, grad_norm: 6.6050 2021-07-05 12:31:54,779 - mmaction - INFO - Epoch [55][520/3757] lr: 1.000e-02, eta: 4 days, 11:54:34, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2082, top1_acc: 0.5305, top5_acc: 0.7562, loss_cls: 2.0623, loss: 3.2705, grad_norm: 6.8070 2021-07-05 12:32:17,394 - mmaction - INFO - Epoch [55][540/3757] lr: 1.000e-02, eta: 4 days, 11:54:15, time: 1.131, data_time: 0.005, memory: 6921, loss_aux: 1.2261, top1_acc: 0.5297, top5_acc: 0.7344, loss_cls: 2.1068, loss: 3.3329, grad_norm: 6.6584 2021-07-05 12:32:38,804 - mmaction - INFO - Epoch [55][560/3757] lr: 1.000e-02, eta: 4 days, 11:53:53, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2848, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.1934, loss: 3.4782, grad_norm: 6.9787 2021-07-05 12:33:00,841 - mmaction - INFO - Epoch [55][580/3757] lr: 1.000e-02, eta: 4 days, 11:53:32, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.2300, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0657, loss: 3.2957, grad_norm: 6.7403 2021-07-05 12:33:21,962 - mmaction - INFO - Epoch [55][600/3757] lr: 1.000e-02, eta: 4 days, 11:53:10, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2757, top1_acc: 0.4984, top5_acc: 0.7273, loss_cls: 2.1742, loss: 3.4499, grad_norm: 6.7745 2021-07-05 12:33:43,118 - mmaction - INFO - Epoch [55][620/3757] lr: 1.000e-02, eta: 4 days, 11:52:47, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2842, top1_acc: 0.4781, top5_acc: 0.7328, loss_cls: 2.2203, loss: 3.5045, grad_norm: 6.8991 2021-07-05 12:34:04,410 - mmaction - INFO - Epoch [55][640/3757] lr: 1.000e-02, eta: 4 days, 11:52:25, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2474, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1122, loss: 3.3596, grad_norm: 6.8484 2021-07-05 12:34:25,854 - mmaction - INFO - Epoch [55][660/3757] lr: 1.000e-02, eta: 4 days, 11:52:04, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2688, top1_acc: 0.5070, top5_acc: 0.7273, loss_cls: 2.1786, loss: 3.4474, grad_norm: 6.9287 2021-07-05 12:34:47,491 - mmaction - INFO - Epoch [55][680/3757] lr: 1.000e-02, eta: 4 days, 11:51:42, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.3170, top1_acc: 0.5117, top5_acc: 0.7234, loss_cls: 2.2436, loss: 3.5605, grad_norm: 6.7743 2021-07-05 12:35:09,734 - mmaction - INFO - Epoch [55][700/3757] lr: 1.000e-02, eta: 4 days, 11:51:22, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.2357, top1_acc: 0.5219, top5_acc: 0.7383, loss_cls: 2.1316, loss: 3.3672, grad_norm: 6.8793 2021-07-05 12:35:30,633 - mmaction - INFO - Epoch [55][720/3757] lr: 1.000e-02, eta: 4 days, 11:50:59, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.2295, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.0914, loss: 3.3208, grad_norm: 6.5657 2021-07-05 12:35:52,492 - mmaction - INFO - Epoch [55][740/3757] lr: 1.000e-02, eta: 4 days, 11:50:38, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2762, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1667, loss: 3.4429, grad_norm: 6.8831 2021-07-05 12:36:13,735 - mmaction - INFO - Epoch [55][760/3757] lr: 1.000e-02, eta: 4 days, 11:50:16, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2917, top1_acc: 0.5047, top5_acc: 0.7266, loss_cls: 2.2103, loss: 3.5020, grad_norm: 6.8833 2021-07-05 12:36:34,848 - mmaction - INFO - Epoch [55][780/3757] lr: 1.000e-02, eta: 4 days, 11:49:53, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2938, top1_acc: 0.4898, top5_acc: 0.7250, loss_cls: 2.2290, loss: 3.5228, grad_norm: 6.7540 2021-07-05 12:36:57,261 - mmaction - INFO - Epoch [55][800/3757] lr: 1.000e-02, eta: 4 days, 11:49:33, time: 1.122, data_time: 0.005, memory: 6921, loss_aux: 1.2471, top1_acc: 0.5180, top5_acc: 0.7344, loss_cls: 2.1305, loss: 3.3776, grad_norm: 6.6297 2021-07-05 12:37:18,387 - mmaction - INFO - Epoch [55][820/3757] lr: 1.000e-02, eta: 4 days, 11:49:11, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2129, top1_acc: 0.5344, top5_acc: 0.7586, loss_cls: 2.0681, loss: 3.2810, grad_norm: 6.7661 2021-07-05 12:37:39,402 - mmaction - INFO - Epoch [55][840/3757] lr: 1.000e-02, eta: 4 days, 11:48:48, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2706, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1171, loss: 3.3877, grad_norm: 6.7995 2021-07-05 12:38:00,628 - mmaction - INFO - Epoch [55][860/3757] lr: 1.000e-02, eta: 4 days, 11:48:26, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.3075, top1_acc: 0.5086, top5_acc: 0.7211, loss_cls: 2.2387, loss: 3.5462, grad_norm: 6.6889 2021-07-05 12:38:21,892 - mmaction - INFO - Epoch [55][880/3757] lr: 1.000e-02, eta: 4 days, 11:48:04, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2970, top1_acc: 0.5016, top5_acc: 0.7281, loss_cls: 2.1950, loss: 3.4920, grad_norm: 6.7098 2021-07-05 12:38:44,257 - mmaction - INFO - Epoch [55][900/3757] lr: 1.000e-02, eta: 4 days, 11:47:44, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.2388, top1_acc: 0.5148, top5_acc: 0.7570, loss_cls: 2.0694, loss: 3.3082, grad_norm: 6.8341 2021-07-05 12:39:05,896 - mmaction - INFO - Epoch [55][920/3757] lr: 1.000e-02, eta: 4 days, 11:47:22, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2787, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1374, loss: 3.4161, grad_norm: 6.8946 2021-07-05 12:39:27,271 - mmaction - INFO - Epoch [55][940/3757] lr: 1.000e-02, eta: 4 days, 11:47:00, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2505, top1_acc: 0.5102, top5_acc: 0.7484, loss_cls: 2.0881, loss: 3.3386, grad_norm: 6.8732 2021-07-05 12:39:48,514 - mmaction - INFO - Epoch [55][960/3757] lr: 1.000e-02, eta: 4 days, 11:46:38, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.1865, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.0121, loss: 3.1986, grad_norm: 6.6595 2021-07-05 12:40:09,798 - mmaction - INFO - Epoch [55][980/3757] lr: 1.000e-02, eta: 4 days, 11:46:16, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2814, top1_acc: 0.5070, top5_acc: 0.7258, loss_cls: 2.2000, loss: 3.4814, grad_norm: 6.8562 2021-07-05 12:40:31,391 - mmaction - INFO - Epoch [55][1000/3757] lr: 1.000e-02, eta: 4 days, 11:45:55, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.3454, top1_acc: 0.4977, top5_acc: 0.7156, loss_cls: 2.2393, loss: 3.5847, grad_norm: 6.8707 2021-07-05 12:40:54,132 - mmaction - INFO - Epoch [55][1020/3757] lr: 1.000e-02, eta: 4 days, 11:45:35, time: 1.140, data_time: 0.003, memory: 6921, loss_aux: 1.2914, top1_acc: 0.5016, top5_acc: 0.7070, loss_cls: 2.2468, loss: 3.5382, grad_norm: 7.0502 2021-07-05 12:41:15,175 - mmaction - INFO - Epoch [55][1040/3757] lr: 1.000e-02, eta: 4 days, 11:45:13, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2801, top1_acc: 0.4930, top5_acc: 0.7328, loss_cls: 2.1858, loss: 3.4659, grad_norm: 6.9347 2021-07-05 12:41:36,684 - mmaction - INFO - Epoch [55][1060/3757] lr: 1.000e-02, eta: 4 days, 11:44:51, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.3032, top1_acc: 0.4883, top5_acc: 0.7164, loss_cls: 2.2782, loss: 3.5815, grad_norm: 6.8344 2021-07-05 12:41:58,767 - mmaction - INFO - Epoch [55][1080/3757] lr: 1.000e-02, eta: 4 days, 11:44:30, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1391, loss: 3.3958, grad_norm: 6.8165 2021-07-05 12:42:20,576 - mmaction - INFO - Epoch [55][1100/3757] lr: 1.000e-02, eta: 4 days, 11:44:09, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.2853, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1505, loss: 3.4358, grad_norm: 7.0654 2021-07-05 12:42:42,339 - mmaction - INFO - Epoch [55][1120/3757] lr: 1.000e-02, eta: 4 days, 11:43:48, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2226, top1_acc: 0.5430, top5_acc: 0.7664, loss_cls: 1.9898, loss: 3.2124, grad_norm: 6.7820 2021-07-05 12:43:03,778 - mmaction - INFO - Epoch [55][1140/3757] lr: 1.000e-02, eta: 4 days, 11:43:26, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2722, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1913, loss: 3.4635, grad_norm: 6.7937 2021-07-05 12:43:24,870 - mmaction - INFO - Epoch [55][1160/3757] lr: 1.000e-02, eta: 4 days, 11:43:04, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.3136, top1_acc: 0.4891, top5_acc: 0.7133, loss_cls: 2.2785, loss: 3.5921, grad_norm: 6.7381 2021-07-05 12:43:47,344 - mmaction - INFO - Epoch [55][1180/3757] lr: 1.000e-02, eta: 4 days, 11:42:44, time: 1.124, data_time: 0.005, memory: 6921, loss_aux: 1.2979, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1534, loss: 3.4514, grad_norm: 6.7379 2021-07-05 12:44:08,462 - mmaction - INFO - Epoch [55][1200/3757] lr: 1.000e-02, eta: 4 days, 11:42:21, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2507, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.1761, loss: 3.4269, grad_norm: 6.9871 2021-07-05 12:44:29,888 - mmaction - INFO - Epoch [55][1220/3757] lr: 1.000e-02, eta: 4 days, 11:42:00, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2874, loss: 3.5835, grad_norm: 7.0876 2021-07-05 12:44:51,437 - mmaction - INFO - Epoch [55][1240/3757] lr: 1.000e-02, eta: 4 days, 11:41:38, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.2677, top1_acc: 0.5164, top5_acc: 0.7398, loss_cls: 2.1643, loss: 3.4320, grad_norm: 6.6271 2021-07-05 12:45:13,841 - mmaction - INFO - Epoch [55][1260/3757] lr: 1.000e-02, eta: 4 days, 11:41:18, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.2497, top1_acc: 0.5055, top5_acc: 0.7266, loss_cls: 2.1645, loss: 3.4142, grad_norm: 6.7092 2021-07-05 12:45:35,202 - mmaction - INFO - Epoch [55][1280/3757] lr: 1.000e-02, eta: 4 days, 11:40:56, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2776, top1_acc: 0.4977, top5_acc: 0.7289, loss_cls: 2.2318, loss: 3.5095, grad_norm: 6.7625 2021-07-05 12:45:57,598 - mmaction - INFO - Epoch [55][1300/3757] lr: 1.000e-02, eta: 4 days, 11:40:36, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 1.2997, top1_acc: 0.4953, top5_acc: 0.7211, loss_cls: 2.2380, loss: 3.5376, grad_norm: 6.7504 2021-07-05 12:46:19,235 - mmaction - INFO - Epoch [55][1320/3757] lr: 1.000e-02, eta: 4 days, 11:40:14, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.2614, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.1683, loss: 3.4296, grad_norm: 6.7212 2021-07-05 12:46:40,420 - mmaction - INFO - Epoch [55][1340/3757] lr: 1.000e-02, eta: 4 days, 11:39:52, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2764, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1452, loss: 3.4216, grad_norm: 6.7213 2021-07-05 12:47:01,635 - mmaction - INFO - Epoch [55][1360/3757] lr: 1.000e-02, eta: 4 days, 11:39:30, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2525, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.1569, loss: 3.4093, grad_norm: 6.9081 2021-07-05 12:47:23,661 - mmaction - INFO - Epoch [55][1380/3757] lr: 1.000e-02, eta: 4 days, 11:39:09, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.3065, top1_acc: 0.4953, top5_acc: 0.7336, loss_cls: 2.2337, loss: 3.5402, grad_norm: 6.8748 2021-07-05 12:47:45,070 - mmaction - INFO - Epoch [55][1400/3757] lr: 1.000e-02, eta: 4 days, 11:38:47, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.3023, top1_acc: 0.4906, top5_acc: 0.7102, loss_cls: 2.2539, loss: 3.5562, grad_norm: 6.6458 2021-07-05 12:48:07,360 - mmaction - INFO - Epoch [55][1420/3757] lr: 1.000e-02, eta: 4 days, 11:38:27, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.2530, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.1094, loss: 3.3625, grad_norm: 6.8235 2021-07-05 12:48:28,502 - mmaction - INFO - Epoch [55][1440/3757] lr: 1.000e-02, eta: 4 days, 11:38:04, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2475, top1_acc: 0.5227, top5_acc: 0.7375, loss_cls: 2.1082, loss: 3.3558, grad_norm: 6.6830 2021-07-05 12:48:49,629 - mmaction - INFO - Epoch [55][1460/3757] lr: 1.000e-02, eta: 4 days, 11:37:42, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2337, top1_acc: 0.5273, top5_acc: 0.7477, loss_cls: 2.0869, loss: 3.3206, grad_norm: 6.5972 2021-07-05 12:49:10,778 - mmaction - INFO - Epoch [55][1480/3757] lr: 1.000e-02, eta: 4 days, 11:37:20, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3092, top1_acc: 0.5086, top5_acc: 0.7266, loss_cls: 2.2011, loss: 3.5103, grad_norm: 6.7996 2021-07-05 12:49:32,059 - mmaction - INFO - Epoch [55][1500/3757] lr: 1.000e-02, eta: 4 days, 11:36:58, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2353, top1_acc: 0.5109, top5_acc: 0.7492, loss_cls: 2.1130, loss: 3.3483, grad_norm: 6.6467 2021-07-05 12:49:54,375 - mmaction - INFO - Epoch [55][1520/3757] lr: 1.000e-02, eta: 4 days, 11:36:37, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.2619, top1_acc: 0.5055, top5_acc: 0.7312, loss_cls: 2.1709, loss: 3.4328, grad_norm: 6.6218 2021-07-05 12:50:16,349 - mmaction - INFO - Epoch [55][1540/3757] lr: 1.000e-02, eta: 4 days, 11:36:17, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.2723, top1_acc: 0.4969, top5_acc: 0.7242, loss_cls: 2.2365, loss: 3.5087, grad_norm: 6.6747 2021-07-05 12:50:38,758 - mmaction - INFO - Epoch [55][1560/3757] lr: 1.000e-02, eta: 4 days, 11:35:57, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.2744, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.1996, loss: 3.4740, grad_norm: 6.7552 2021-07-05 12:50:59,852 - mmaction - INFO - Epoch [55][1580/3757] lr: 1.000e-02, eta: 4 days, 11:35:34, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.3272, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2424, loss: 3.5696, grad_norm: 6.9636 2021-07-05 12:51:21,145 - mmaction - INFO - Epoch [55][1600/3757] lr: 1.000e-02, eta: 4 days, 11:35:12, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2468, top1_acc: 0.5102, top5_acc: 0.7398, loss_cls: 2.1770, loss: 3.4238, grad_norm: 6.8321 2021-07-05 12:51:42,923 - mmaction - INFO - Epoch [55][1620/3757] lr: 1.000e-02, eta: 4 days, 11:34:51, time: 1.089, data_time: 0.017, memory: 6921, loss_aux: 1.3051, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2149, loss: 3.5200, grad_norm: 6.8279 2021-07-05 12:52:05,254 - mmaction - INFO - Epoch [55][1640/3757] lr: 1.000e-02, eta: 4 days, 11:34:31, time: 1.116, data_time: 0.051, memory: 6921, loss_aux: 1.2739, top1_acc: 0.5055, top5_acc: 0.7102, loss_cls: 2.2326, loss: 3.5065, grad_norm: 6.8499 2021-07-05 12:52:26,481 - mmaction - INFO - Epoch [55][1660/3757] lr: 1.000e-02, eta: 4 days, 11:34:08, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2237, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0719, loss: 3.2956, grad_norm: 6.7220 2021-07-05 12:52:48,679 - mmaction - INFO - Epoch [55][1680/3757] lr: 1.000e-02, eta: 4 days, 11:33:48, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.2868, top1_acc: 0.5039, top5_acc: 0.7258, loss_cls: 2.2185, loss: 3.5053, grad_norm: 6.8029 2021-07-05 12:53:09,824 - mmaction - INFO - Epoch [55][1700/3757] lr: 1.000e-02, eta: 4 days, 11:33:26, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3341, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2875, loss: 3.6216, grad_norm: 6.7562 2021-07-05 12:53:31,081 - mmaction - INFO - Epoch [55][1720/3757] lr: 1.000e-02, eta: 4 days, 11:33:03, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2569, top1_acc: 0.5016, top5_acc: 0.7281, loss_cls: 2.1978, loss: 3.4548, grad_norm: 6.8579 2021-07-05 12:53:52,939 - mmaction - INFO - Epoch [55][1740/3757] lr: 1.000e-02, eta: 4 days, 11:32:42, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.2612, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1798, loss: 3.4410, grad_norm: 6.9093 2021-07-05 12:54:14,778 - mmaction - INFO - Epoch [55][1760/3757] lr: 1.000e-02, eta: 4 days, 11:32:21, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.2713, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.1504, loss: 3.4217, grad_norm: 6.8715 2021-07-05 12:54:36,515 - mmaction - INFO - Epoch [55][1780/3757] lr: 1.000e-02, eta: 4 days, 11:32:00, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.2874, top1_acc: 0.5047, top5_acc: 0.7211, loss_cls: 2.1750, loss: 3.4624, grad_norm: 6.9555 2021-07-05 12:54:57,583 - mmaction - INFO - Epoch [55][1800/3757] lr: 1.000e-02, eta: 4 days, 11:31:37, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2753, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2544, loss: 3.5298, grad_norm: 7.1640 2021-07-05 12:55:20,050 - mmaction - INFO - Epoch [55][1820/3757] lr: 1.000e-02, eta: 4 days, 11:31:18, time: 1.125, data_time: 0.004, memory: 6921, loss_aux: 1.2763, top1_acc: 0.5016, top5_acc: 0.7203, loss_cls: 2.1848, loss: 3.4611, grad_norm: 6.7932 2021-07-05 12:55:41,602 - mmaction - INFO - Epoch [55][1840/3757] lr: 1.000e-02, eta: 4 days, 11:30:56, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.2982, top1_acc: 0.5070, top5_acc: 0.7141, loss_cls: 2.2334, loss: 3.5315, grad_norm: 6.8112 2021-07-05 12:56:02,634 - mmaction - INFO - Epoch [55][1860/3757] lr: 1.000e-02, eta: 4 days, 11:30:33, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2557, top1_acc: 0.5180, top5_acc: 0.7367, loss_cls: 2.1806, loss: 3.4363, grad_norm: 6.9428 2021-07-05 12:56:23,940 - mmaction - INFO - Epoch [55][1880/3757] lr: 1.000e-02, eta: 4 days, 11:30:11, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2149, top1_acc: 0.5234, top5_acc: 0.7430, loss_cls: 2.0656, loss: 3.2805, grad_norm: 6.6456 2021-07-05 12:56:45,669 - mmaction - INFO - Epoch [55][1900/3757] lr: 1.000e-02, eta: 4 days, 11:29:50, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 1.2513, top1_acc: 0.5195, top5_acc: 0.7617, loss_cls: 2.0915, loss: 3.3427, grad_norm: 6.8434 2021-07-05 12:57:07,751 - mmaction - INFO - Epoch [55][1920/3757] lr: 1.000e-02, eta: 4 days, 11:29:29, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.2817, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.1584, loss: 3.4401, grad_norm: 6.6140 2021-07-05 12:57:28,905 - mmaction - INFO - Epoch [55][1940/3757] lr: 1.000e-02, eta: 4 days, 11:29:07, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3111, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2471, loss: 3.5582, grad_norm: 6.9256 2021-07-05 12:57:51,174 - mmaction - INFO - Epoch [55][1960/3757] lr: 1.000e-02, eta: 4 days, 11:28:47, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 1.2544, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1823, loss: 3.4367, grad_norm: 6.9932 2021-07-05 12:58:12,294 - mmaction - INFO - Epoch [55][1980/3757] lr: 1.000e-02, eta: 4 days, 11:28:24, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2134, top1_acc: 0.5242, top5_acc: 0.7648, loss_cls: 2.0747, loss: 3.2881, grad_norm: 6.6272 2021-07-05 12:58:34,501 - mmaction - INFO - Epoch [55][2000/3757] lr: 1.000e-02, eta: 4 days, 11:28:04, time: 1.113, data_time: 0.012, memory: 6921, loss_aux: 1.2371, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.1269, loss: 3.3641, grad_norm: 6.5963 2021-07-05 12:58:55,656 - mmaction - INFO - Epoch [55][2020/3757] lr: 1.000e-02, eta: 4 days, 11:27:42, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2185, top1_acc: 0.5289, top5_acc: 0.7391, loss_cls: 2.0659, loss: 3.2843, grad_norm: 6.6151 2021-07-05 12:59:18,034 - mmaction - INFO - Epoch [55][2040/3757] lr: 1.000e-02, eta: 4 days, 11:27:21, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.2812, top1_acc: 0.5109, top5_acc: 0.7344, loss_cls: 2.1738, loss: 3.4550, grad_norm: 6.9376 2021-07-05 12:59:39,266 - mmaction - INFO - Epoch [55][2060/3757] lr: 1.000e-02, eta: 4 days, 11:26:59, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2764, top1_acc: 0.4992, top5_acc: 0.7234, loss_cls: 2.2117, loss: 3.4881, grad_norm: 6.9586 2021-07-05 13:00:00,465 - mmaction - INFO - Epoch [55][2080/3757] lr: 1.000e-02, eta: 4 days, 11:26:37, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2463, top1_acc: 0.4984, top5_acc: 0.7508, loss_cls: 2.1307, loss: 3.3770, grad_norm: 6.8191 2021-07-05 13:00:21,753 - mmaction - INFO - Epoch [55][2100/3757] lr: 1.000e-02, eta: 4 days, 11:26:15, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2867, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1904, loss: 3.4771, grad_norm: 6.8608 2021-07-05 13:00:43,314 - mmaction - INFO - Epoch [55][2120/3757] lr: 1.000e-02, eta: 4 days, 11:25:53, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.2502, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1675, loss: 3.4177, grad_norm: 6.7650 2021-07-05 13:01:05,467 - mmaction - INFO - Epoch [55][2140/3757] lr: 1.000e-02, eta: 4 days, 11:25:33, time: 1.107, data_time: 0.051, memory: 6921, loss_aux: 1.2167, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.0887, loss: 3.3054, grad_norm: 6.7226 2021-07-05 13:01:26,646 - mmaction - INFO - Epoch [55][2160/3757] lr: 1.000e-02, eta: 4 days, 11:25:10, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2957, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.2562, loss: 3.5518, grad_norm: 6.8195 2021-07-05 13:01:48,050 - mmaction - INFO - Epoch [55][2180/3757] lr: 1.000e-02, eta: 4 days, 11:24:49, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2568, top1_acc: 0.5148, top5_acc: 0.7352, loss_cls: 2.1599, loss: 3.4168, grad_norm: 6.6801 2021-07-05 13:02:09,800 - mmaction - INFO - Epoch [55][2200/3757] lr: 1.000e-02, eta: 4 days, 11:24:27, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2748, top1_acc: 0.5133, top5_acc: 0.7367, loss_cls: 2.2126, loss: 3.4875, grad_norm: 6.7358 2021-07-05 13:02:30,858 - mmaction - INFO - Epoch [55][2220/3757] lr: 1.000e-02, eta: 4 days, 11:24:05, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2667, top1_acc: 0.5141, top5_acc: 0.7383, loss_cls: 2.1743, loss: 3.4410, grad_norm: 6.7887 2021-07-05 13:02:52,447 - mmaction - INFO - Epoch [55][2240/3757] lr: 1.000e-02, eta: 4 days, 11:23:43, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2529, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.1255, loss: 3.3784, grad_norm: 6.8801 2021-07-05 13:03:14,170 - mmaction - INFO - Epoch [55][2260/3757] lr: 1.000e-02, eta: 4 days, 11:23:22, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2197, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.1079, loss: 3.3276, grad_norm: 6.6969 2021-07-05 13:03:36,275 - mmaction - INFO - Epoch [55][2280/3757] lr: 1.000e-02, eta: 4 days, 11:23:01, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.2254, top1_acc: 0.5281, top5_acc: 0.7391, loss_cls: 2.0812, loss: 3.3066, grad_norm: 6.7244 2021-07-05 13:03:57,356 - mmaction - INFO - Epoch [55][2300/3757] lr: 1.000e-02, eta: 4 days, 11:22:39, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2604, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.1584, loss: 3.4189, grad_norm: 6.7389 2021-07-05 13:04:18,344 - mmaction - INFO - Epoch [55][2320/3757] lr: 1.000e-02, eta: 4 days, 11:22:16, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2659, top1_acc: 0.5055, top5_acc: 0.7344, loss_cls: 2.1319, loss: 3.3978, grad_norm: 6.7772 2021-07-05 13:04:39,532 - mmaction - INFO - Epoch [55][2340/3757] lr: 1.000e-02, eta: 4 days, 11:21:54, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.3001, top1_acc: 0.4680, top5_acc: 0.7336, loss_cls: 2.2451, loss: 3.5452, grad_norm: 6.9755 2021-07-05 13:05:01,850 - mmaction - INFO - Epoch [55][2360/3757] lr: 1.000e-02, eta: 4 days, 11:21:34, time: 1.118, data_time: 0.074, memory: 6921, loss_aux: 1.2698, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.1589, loss: 3.4288, grad_norm: 6.9190 2021-07-05 13:05:22,968 - mmaction - INFO - Epoch [55][2380/3757] lr: 1.000e-02, eta: 4 days, 11:21:11, time: 1.053, data_time: 0.018, memory: 6921, loss_aux: 1.2045, top1_acc: 0.5188, top5_acc: 0.7383, loss_cls: 2.0878, loss: 3.2923, grad_norm: 6.6326 2021-07-05 13:05:44,139 - mmaction - INFO - Epoch [55][2400/3757] lr: 1.000e-02, eta: 4 days, 11:20:49, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2596, top1_acc: 0.4930, top5_acc: 0.7258, loss_cls: 2.1944, loss: 3.4539, grad_norm: 6.6866 2021-07-05 13:06:06,105 - mmaction - INFO - Epoch [55][2420/3757] lr: 1.000e-02, eta: 4 days, 11:20:28, time: 1.099, data_time: 0.050, memory: 6921, loss_aux: 1.3109, top1_acc: 0.5047, top5_acc: 0.7227, loss_cls: 2.2461, loss: 3.5570, grad_norm: 6.8130 2021-07-05 13:06:27,322 - mmaction - INFO - Epoch [55][2440/3757] lr: 1.000e-02, eta: 4 days, 11:20:06, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2894, top1_acc: 0.5133, top5_acc: 0.7336, loss_cls: 2.1918, loss: 3.4812, grad_norm: 6.8952 2021-07-05 13:06:48,622 - mmaction - INFO - Epoch [55][2460/3757] lr: 1.000e-02, eta: 4 days, 11:19:44, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5164, top5_acc: 0.7297, loss_cls: 2.1531, loss: 3.4113, grad_norm: 6.6541 2021-07-05 13:07:09,641 - mmaction - INFO - Epoch [55][2480/3757] lr: 1.000e-02, eta: 4 days, 11:19:22, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2774, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1851, loss: 3.4625, grad_norm: 6.8472 2021-07-05 13:07:31,171 - mmaction - INFO - Epoch [55][2500/3757] lr: 1.000e-02, eta: 4 days, 11:19:00, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.3140, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.2335, loss: 3.5474, grad_norm: 6.9545 2021-07-05 13:07:52,189 - mmaction - INFO - Epoch [55][2520/3757] lr: 1.000e-02, eta: 4 days, 11:18:37, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.3219, top1_acc: 0.4891, top5_acc: 0.7156, loss_cls: 2.2318, loss: 3.5537, grad_norm: 7.0236 2021-07-05 13:08:13,929 - mmaction - INFO - Epoch [55][2540/3757] lr: 1.000e-02, eta: 4 days, 11:18:16, time: 1.086, data_time: 0.024, memory: 6921, loss_aux: 1.3185, top1_acc: 0.4875, top5_acc: 0.7398, loss_cls: 2.2310, loss: 3.5495, grad_norm: 6.7248 2021-07-05 13:08:35,926 - mmaction - INFO - Epoch [55][2560/3757] lr: 1.000e-02, eta: 4 days, 11:17:55, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.3149, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.2752, loss: 3.5902, grad_norm: 6.8821 2021-07-05 13:08:57,510 - mmaction - INFO - Epoch [55][2580/3757] lr: 1.000e-02, eta: 4 days, 11:17:34, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.3338, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2773, loss: 3.6110, grad_norm: 6.7383 2021-07-05 13:09:18,430 - mmaction - INFO - Epoch [55][2600/3757] lr: 1.000e-02, eta: 4 days, 11:17:11, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.2640, top1_acc: 0.5312, top5_acc: 0.7320, loss_cls: 2.1671, loss: 3.4311, grad_norm: 6.5416 2021-07-05 13:09:39,334 - mmaction - INFO - Epoch [55][2620/3757] lr: 1.000e-02, eta: 4 days, 11:16:48, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.2817, top1_acc: 0.5086, top5_acc: 0.7312, loss_cls: 2.1666, loss: 3.4482, grad_norm: 6.7473 2021-07-05 13:10:00,545 - mmaction - INFO - Epoch [55][2640/3757] lr: 1.000e-02, eta: 4 days, 11:16:26, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3121, top1_acc: 0.5008, top5_acc: 0.7156, loss_cls: 2.2152, loss: 3.5274, grad_norm: 6.9698 2021-07-05 13:10:21,942 - mmaction - INFO - Epoch [55][2660/3757] lr: 1.000e-02, eta: 4 days, 11:16:04, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3042, top1_acc: 0.4914, top5_acc: 0.7234, loss_cls: 2.2227, loss: 3.5269, grad_norm: 6.9942 2021-07-05 13:10:43,043 - mmaction - INFO - Epoch [55][2680/3757] lr: 1.000e-02, eta: 4 days, 11:15:42, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2335, top1_acc: 0.5477, top5_acc: 0.7539, loss_cls: 2.0621, loss: 3.2956, grad_norm: 6.5647 2021-07-05 13:11:05,167 - mmaction - INFO - Epoch [55][2700/3757] lr: 1.000e-02, eta: 4 days, 11:15:21, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.2817, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2275, loss: 3.5093, grad_norm: 6.8136 2021-07-05 13:11:27,439 - mmaction - INFO - Epoch [55][2720/3757] lr: 1.000e-02, eta: 4 days, 11:15:01, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.2452, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.1369, loss: 3.3821, grad_norm: 6.8651 2021-07-05 13:11:48,991 - mmaction - INFO - Epoch [55][2740/3757] lr: 1.000e-02, eta: 4 days, 11:14:39, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2863, top1_acc: 0.4938, top5_acc: 0.7242, loss_cls: 2.2072, loss: 3.4935, grad_norm: 6.8368 2021-07-05 13:12:10,098 - mmaction - INFO - Epoch [55][2760/3757] lr: 1.000e-02, eta: 4 days, 11:14:17, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2792, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1621, loss: 3.4413, grad_norm: 6.9239 2021-07-05 13:12:32,555 - mmaction - INFO - Epoch [55][2780/3757] lr: 1.000e-02, eta: 4 days, 11:13:57, time: 1.123, data_time: 0.002, memory: 6921, loss_aux: 1.2521, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1537, loss: 3.4057, grad_norm: 6.6934 2021-07-05 13:12:53,568 - mmaction - INFO - Epoch [55][2800/3757] lr: 1.000e-02, eta: 4 days, 11:13:34, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2395, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.1158, loss: 3.3553, grad_norm: 6.4334 2021-07-05 13:13:14,623 - mmaction - INFO - Epoch [55][2820/3757] lr: 1.000e-02, eta: 4 days, 11:13:12, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2719, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.1273, loss: 3.3991, grad_norm: 6.9371 2021-07-05 13:13:36,315 - mmaction - INFO - Epoch [55][2840/3757] lr: 1.000e-02, eta: 4 days, 11:12:50, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2685, top1_acc: 0.5172, top5_acc: 0.7203, loss_cls: 2.2023, loss: 3.4708, grad_norm: 6.7558 2021-07-05 13:13:57,796 - mmaction - INFO - Epoch [55][2860/3757] lr: 1.000e-02, eta: 4 days, 11:12:29, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.2764, top1_acc: 0.5133, top5_acc: 0.7305, loss_cls: 2.1768, loss: 3.4532, grad_norm: 6.7605 2021-07-05 13:14:19,400 - mmaction - INFO - Epoch [55][2880/3757] lr: 1.000e-02, eta: 4 days, 11:12:07, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2948, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2326, loss: 3.5274, grad_norm: 7.0049 2021-07-05 13:14:40,430 - mmaction - INFO - Epoch [55][2900/3757] lr: 1.000e-02, eta: 4 days, 11:11:45, time: 1.051, data_time: 0.007, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1617, loss: 3.4189, grad_norm: 6.7377 2021-07-05 13:15:02,716 - mmaction - INFO - Epoch [55][2920/3757] lr: 1.000e-02, eta: 4 days, 11:11:24, time: 1.116, data_time: 0.077, memory: 6921, loss_aux: 1.2702, top1_acc: 0.5164, top5_acc: 0.7289, loss_cls: 2.1900, loss: 3.4602, grad_norm: 6.7544 2021-07-05 13:15:23,638 - mmaction - INFO - Epoch [55][2940/3757] lr: 1.000e-02, eta: 4 days, 11:11:02, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2713, top1_acc: 0.5062, top5_acc: 0.7359, loss_cls: 2.1695, loss: 3.4409, grad_norm: 6.8399 2021-07-05 13:15:44,734 - mmaction - INFO - Epoch [55][2960/3757] lr: 1.000e-02, eta: 4 days, 11:10:39, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2571, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.1045, loss: 3.3616, grad_norm: 6.6157 2021-07-05 13:16:05,862 - mmaction - INFO - Epoch [55][2980/3757] lr: 1.000e-02, eta: 4 days, 11:10:17, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2591, top1_acc: 0.5117, top5_acc: 0.7320, loss_cls: 2.1354, loss: 3.3945, grad_norm: 6.7952 2021-07-05 13:16:27,343 - mmaction - INFO - Epoch [55][3000/3757] lr: 1.000e-02, eta: 4 days, 11:09:55, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.3051, top1_acc: 0.4813, top5_acc: 0.7297, loss_cls: 2.2117, loss: 3.5168, grad_norm: 6.9714 2021-07-05 13:16:49,445 - mmaction - INFO - Epoch [55][3020/3757] lr: 1.000e-02, eta: 4 days, 11:09:34, time: 1.105, data_time: 0.001, memory: 6921, loss_aux: 1.2776, top1_acc: 0.4859, top5_acc: 0.7445, loss_cls: 2.1765, loss: 3.4541, grad_norm: 6.9666 2021-07-05 13:17:10,505 - mmaction - INFO - Epoch [55][3040/3757] lr: 1.000e-02, eta: 4 days, 11:09:12, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2783, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1066, loss: 3.3849, grad_norm: 6.7503 2021-07-05 13:17:31,755 - mmaction - INFO - Epoch [55][3060/3757] lr: 1.000e-02, eta: 4 days, 11:08:50, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.2882, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1880, loss: 3.4762, grad_norm: 6.9488 2021-07-05 13:17:53,331 - mmaction - INFO - Epoch [55][3080/3757] lr: 1.000e-02, eta: 4 days, 11:08:28, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2746, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1352, loss: 3.4098, grad_norm: 6.8304 2021-07-05 13:18:14,745 - mmaction - INFO - Epoch [55][3100/3757] lr: 1.000e-02, eta: 4 days, 11:08:06, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2831, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.1745, loss: 3.4575, grad_norm: 6.7594 2021-07-05 13:18:36,201 - mmaction - INFO - Epoch [55][3120/3757] lr: 1.000e-02, eta: 4 days, 11:07:45, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2810, top1_acc: 0.5070, top5_acc: 0.7211, loss_cls: 2.1991, loss: 3.4801, grad_norm: 6.7335 2021-07-05 13:18:57,535 - mmaction - INFO - Epoch [55][3140/3757] lr: 1.000e-02, eta: 4 days, 11:07:23, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2411, top1_acc: 0.5219, top5_acc: 0.7430, loss_cls: 2.0887, loss: 3.3298, grad_norm: 6.6251 2021-07-05 13:19:18,762 - mmaction - INFO - Epoch [55][3160/3757] lr: 1.000e-02, eta: 4 days, 11:07:00, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2934, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.2147, loss: 3.5081, grad_norm: 6.8211 2021-07-05 13:19:40,227 - mmaction - INFO - Epoch [55][3180/3757] lr: 1.000e-02, eta: 4 days, 11:06:39, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.3058, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.2183, loss: 3.5241, grad_norm: 6.8756 2021-07-05 13:20:01,520 - mmaction - INFO - Epoch [55][3200/3757] lr: 1.000e-02, eta: 4 days, 11:06:17, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2750, top1_acc: 0.4984, top5_acc: 0.7273, loss_cls: 2.2417, loss: 3.5166, grad_norm: 6.7951 2021-07-05 13:20:22,838 - mmaction - INFO - Epoch [55][3220/3757] lr: 1.000e-02, eta: 4 days, 11:05:55, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2757, top1_acc: 0.5086, top5_acc: 0.7172, loss_cls: 2.2463, loss: 3.5220, grad_norm: 6.8115 2021-07-05 13:20:44,518 - mmaction - INFO - Epoch [55][3240/3757] lr: 1.000e-02, eta: 4 days, 11:05:33, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2825, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.1839, loss: 3.4663, grad_norm: 6.7562 2021-07-05 13:21:05,532 - mmaction - INFO - Epoch [55][3260/3757] lr: 1.000e-02, eta: 4 days, 11:05:11, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.2660, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1463, loss: 3.4122, grad_norm: 6.5701 2021-07-05 13:21:26,956 - mmaction - INFO - Epoch [55][3280/3757] lr: 1.000e-02, eta: 4 days, 11:04:49, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.2488, top1_acc: 0.5062, top5_acc: 0.7328, loss_cls: 2.1676, loss: 3.4164, grad_norm: 6.6322 2021-07-05 13:21:48,070 - mmaction - INFO - Epoch [55][3300/3757] lr: 1.000e-02, eta: 4 days, 11:04:27, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2726, top1_acc: 0.5141, top5_acc: 0.7305, loss_cls: 2.2250, loss: 3.4976, grad_norm: 6.8119 2021-07-05 13:22:09,639 - mmaction - INFO - Epoch [55][3320/3757] lr: 1.000e-02, eta: 4 days, 11:04:05, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.3392, top1_acc: 0.4719, top5_acc: 0.7359, loss_cls: 2.2726, loss: 3.6118, grad_norm: 6.9606 2021-07-05 13:22:30,951 - mmaction - INFO - Epoch [55][3340/3757] lr: 1.000e-02, eta: 4 days, 11:03:43, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2999, top1_acc: 0.5062, top5_acc: 0.7273, loss_cls: 2.2274, loss: 3.5273, grad_norm: 6.7276 2021-07-05 13:22:51,997 - mmaction - INFO - Epoch [55][3360/3757] lr: 1.000e-02, eta: 4 days, 11:03:20, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2923, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.2073, loss: 3.4997, grad_norm: 6.7311 2021-07-05 13:23:13,438 - mmaction - INFO - Epoch [55][3380/3757] lr: 1.000e-02, eta: 4 days, 11:02:59, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2515, top1_acc: 0.4945, top5_acc: 0.7508, loss_cls: 2.1548, loss: 3.4064, grad_norm: 6.7400 2021-07-05 13:23:35,366 - mmaction - INFO - Epoch [55][3400/3757] lr: 1.000e-02, eta: 4 days, 11:02:38, time: 1.096, data_time: 0.032, memory: 6921, loss_aux: 1.3084, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.3060, loss: 3.6144, grad_norm: 6.9853 2021-07-05 13:23:56,661 - mmaction - INFO - Epoch [55][3420/3757] lr: 1.000e-02, eta: 4 days, 11:02:16, time: 1.066, data_time: 0.019, memory: 6921, loss_aux: 1.2394, top1_acc: 0.5102, top5_acc: 0.7375, loss_cls: 2.1061, loss: 3.3455, grad_norm: 6.6550 2021-07-05 13:24:17,796 - mmaction - INFO - Epoch [55][3440/3757] lr: 1.000e-02, eta: 4 days, 11:01:53, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3215, top1_acc: 0.4742, top5_acc: 0.7234, loss_cls: 2.2827, loss: 3.6042, grad_norm: 6.8323 2021-07-05 13:24:38,989 - mmaction - INFO - Epoch [55][3460/3757] lr: 1.000e-02, eta: 4 days, 11:01:31, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2692, top1_acc: 0.5258, top5_acc: 0.7289, loss_cls: 2.1363, loss: 3.4055, grad_norm: 6.5758 2021-07-05 13:25:00,553 - mmaction - INFO - Epoch [55][3480/3757] lr: 1.000e-02, eta: 4 days, 11:01:09, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.2996, top1_acc: 0.4898, top5_acc: 0.7398, loss_cls: 2.1885, loss: 3.4881, grad_norm: 6.7885 2021-07-05 13:25:21,896 - mmaction - INFO - Epoch [55][3500/3757] lr: 1.000e-02, eta: 4 days, 11:00:47, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3335, top1_acc: 0.4844, top5_acc: 0.7000, loss_cls: 2.3402, loss: 3.6737, grad_norm: 6.8311 2021-07-05 13:25:43,267 - mmaction - INFO - Epoch [55][3520/3757] lr: 1.000e-02, eta: 4 days, 11:00:26, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2520, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1515, loss: 3.4034, grad_norm: 6.6769 2021-07-05 13:26:05,599 - mmaction - INFO - Epoch [55][3540/3757] lr: 1.000e-02, eta: 4 days, 11:00:05, time: 1.117, data_time: 0.001, memory: 6921, loss_aux: 1.2799, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.2031, loss: 3.4830, grad_norm: 6.7682 2021-07-05 13:26:26,692 - mmaction - INFO - Epoch [55][3560/3757] lr: 1.000e-02, eta: 4 days, 10:59:43, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2764, top1_acc: 0.4766, top5_acc: 0.7227, loss_cls: 2.1997, loss: 3.4761, grad_norm: 6.7215 2021-07-05 13:26:47,828 - mmaction - INFO - Epoch [55][3580/3757] lr: 1.000e-02, eta: 4 days, 10:59:21, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2464, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1231, loss: 3.3696, grad_norm: 6.8651 2021-07-05 13:27:09,611 - mmaction - INFO - Epoch [55][3600/3757] lr: 1.000e-02, eta: 4 days, 10:58:59, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2678, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1702, loss: 3.4380, grad_norm: 6.7570 2021-07-05 13:27:30,448 - mmaction - INFO - Epoch [55][3620/3757] lr: 1.000e-02, eta: 4 days, 10:58:37, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.2521, top1_acc: 0.5406, top5_acc: 0.7320, loss_cls: 2.1535, loss: 3.4056, grad_norm: 6.6069 2021-07-05 13:27:51,691 - mmaction - INFO - Epoch [55][3640/3757] lr: 1.000e-02, eta: 4 days, 10:58:14, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2342, top1_acc: 0.5102, top5_acc: 0.7391, loss_cls: 2.1250, loss: 3.3592, grad_norm: 6.7190 2021-07-05 13:28:13,738 - mmaction - INFO - Epoch [55][3660/3757] lr: 1.000e-02, eta: 4 days, 10:57:54, time: 1.102, data_time: 0.001, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5086, top5_acc: 0.7367, loss_cls: 2.1749, loss: 3.4321, grad_norm: 6.9019 2021-07-05 13:28:34,570 - mmaction - INFO - Epoch [55][3680/3757] lr: 1.000e-02, eta: 4 days, 10:57:31, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.2867, top1_acc: 0.4836, top5_acc: 0.7273, loss_cls: 2.2357, loss: 3.5224, grad_norm: 6.7443 2021-07-05 13:28:56,670 - mmaction - INFO - Epoch [55][3700/3757] lr: 1.000e-02, eta: 4 days, 10:57:10, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.2868, top1_acc: 0.4969, top5_acc: 0.7219, loss_cls: 2.2436, loss: 3.5303, grad_norm: 6.7290 2021-07-05 13:29:18,135 - mmaction - INFO - Epoch [55][3720/3757] lr: 1.000e-02, eta: 4 days, 10:56:48, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2926, top1_acc: 0.5078, top5_acc: 0.7219, loss_cls: 2.1935, loss: 3.4862, grad_norm: 6.6167 2021-07-05 13:29:39,234 - mmaction - INFO - Epoch [55][3740/3757] lr: 1.000e-02, eta: 4 days, 10:56:26, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2198, top1_acc: 0.5328, top5_acc: 0.7352, loss_cls: 2.0835, loss: 3.3033, grad_norm: 6.5559 2021-07-05 13:29:58,138 - mmaction - INFO - Saving checkpoint at 55 epochs 2021-07-05 13:34:49,507 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-05 13:34:50,361 - mmaction - INFO - top1_acc 0.5967 top5_acc 0.8247 2021-07-05 13:34:50,362 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-05 13:34:50,392 - mmaction - INFO - mean_acc 0.5966 2021-07-05 13:34:50,400 - mmaction - INFO - Epoch(val) [55][310] top1_acc: 0.5967, top5_acc: 0.8247, mean_class_accuracy: 0.5966 2021-07-05 13:35:52,423 - mmaction - INFO - Epoch [56][20/3757] lr: 1.000e-02, eta: 4 days, 10:56:24, time: 3.099, data_time: 1.950, memory: 6921, loss_aux: 1.2302, top1_acc: 0.5328, top5_acc: 0.7406, loss_cls: 2.1204, loss: 3.3506, grad_norm: 6.7192 2021-07-05 13:36:14,415 - mmaction - INFO - Epoch [56][40/3757] lr: 1.000e-02, eta: 4 days, 10:56:03, time: 1.099, data_time: 0.076, memory: 6921, loss_aux: 1.2799, top1_acc: 0.5000, top5_acc: 0.7125, loss_cls: 2.2090, loss: 3.4889, grad_norm: 6.7067 2021-07-05 13:36:35,715 - mmaction - INFO - Epoch [56][60/3757] lr: 1.000e-02, eta: 4 days, 10:55:41, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2820, top1_acc: 0.4953, top5_acc: 0.7391, loss_cls: 2.1841, loss: 3.4661, grad_norm: 6.8024 2021-07-05 13:36:58,373 - mmaction - INFO - Epoch [56][80/3757] lr: 1.000e-02, eta: 4 days, 10:55:22, time: 1.133, data_time: 0.009, memory: 6921, loss_aux: 1.2919, top1_acc: 0.4984, top5_acc: 0.7203, loss_cls: 2.1974, loss: 3.4893, grad_norm: 6.5873 2021-07-05 13:37:19,376 - mmaction - INFO - Epoch [56][100/3757] lr: 1.000e-02, eta: 4 days, 10:54:59, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2313, top1_acc: 0.5258, top5_acc: 0.7484, loss_cls: 2.1207, loss: 3.3520, grad_norm: 6.8614 2021-07-05 13:37:42,163 - mmaction - INFO - Epoch [56][120/3757] lr: 1.000e-02, eta: 4 days, 10:54:40, time: 1.140, data_time: 0.002, memory: 6921, loss_aux: 1.2222, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1628, loss: 3.3850, grad_norm: 6.8184 2021-07-05 13:38:03,172 - mmaction - INFO - Epoch [56][140/3757] lr: 1.000e-02, eta: 4 days, 10:54:17, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2778, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.1915, loss: 3.4693, grad_norm: 6.7881 2021-07-05 13:38:24,688 - mmaction - INFO - Epoch [56][160/3757] lr: 1.000e-02, eta: 4 days, 10:53:55, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.3193, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2931, loss: 3.6124, grad_norm: 7.0713 2021-07-05 13:38:45,684 - mmaction - INFO - Epoch [56][180/3757] lr: 1.000e-02, eta: 4 days, 10:53:33, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.2867, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1579, loss: 3.4446, grad_norm: 6.8220 2021-07-05 13:39:08,256 - mmaction - INFO - Epoch [56][200/3757] lr: 1.000e-02, eta: 4 days, 10:53:13, time: 1.129, data_time: 0.078, memory: 6921, loss_aux: 1.2158, top1_acc: 0.5406, top5_acc: 0.7422, loss_cls: 2.0557, loss: 3.2714, grad_norm: 6.5229 2021-07-05 13:39:29,336 - mmaction - INFO - Epoch [56][220/3757] lr: 1.000e-02, eta: 4 days, 10:52:51, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.1111, loss: 3.3681, grad_norm: 6.6903 2021-07-05 13:39:50,534 - mmaction - INFO - Epoch [56][240/3757] lr: 1.000e-02, eta: 4 days, 10:52:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2461, top1_acc: 0.5180, top5_acc: 0.7422, loss_cls: 2.1494, loss: 3.3955, grad_norm: 6.8058 2021-07-05 13:40:12,351 - mmaction - INFO - Epoch [56][260/3757] lr: 1.000e-02, eta: 4 days, 10:52:07, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2874, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.2388, loss: 3.5261, grad_norm: 6.8000 2021-07-05 13:40:33,402 - mmaction - INFO - Epoch [56][280/3757] lr: 1.000e-02, eta: 4 days, 10:51:45, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2336, top1_acc: 0.5211, top5_acc: 0.7375, loss_cls: 2.1074, loss: 3.3410, grad_norm: 6.7360 2021-07-05 13:40:55,978 - mmaction - INFO - Epoch [56][300/3757] lr: 1.000e-02, eta: 4 days, 10:51:25, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 1.2708, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1189, loss: 3.3897, grad_norm: 6.8096 2021-07-05 13:41:16,978 - mmaction - INFO - Epoch [56][320/3757] lr: 1.000e-02, eta: 4 days, 10:51:02, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.2601, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1541, loss: 3.4142, grad_norm: 6.7789 2021-07-05 13:41:38,033 - mmaction - INFO - Epoch [56][340/3757] lr: 1.000e-02, eta: 4 days, 10:50:40, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2528, top1_acc: 0.5266, top5_acc: 0.7383, loss_cls: 2.1307, loss: 3.3835, grad_norm: 6.7656 2021-07-05 13:41:59,063 - mmaction - INFO - Epoch [56][360/3757] lr: 1.000e-02, eta: 4 days, 10:50:17, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2880, top1_acc: 0.5133, top5_acc: 0.7367, loss_cls: 2.1815, loss: 3.4694, grad_norm: 6.6982 2021-07-05 13:42:21,063 - mmaction - INFO - Epoch [56][380/3757] lr: 1.000e-02, eta: 4 days, 10:49:56, time: 1.099, data_time: 0.059, memory: 6921, loss_aux: 1.2849, top1_acc: 0.4961, top5_acc: 0.7211, loss_cls: 2.1924, loss: 3.4772, grad_norm: 6.9760 2021-07-05 13:42:42,993 - mmaction - INFO - Epoch [56][400/3757] lr: 1.000e-02, eta: 4 days, 10:49:35, time: 1.096, data_time: 0.046, memory: 6921, loss_aux: 1.2396, top1_acc: 0.5242, top5_acc: 0.7398, loss_cls: 2.1023, loss: 3.3419, grad_norm: 6.9616 2021-07-05 13:43:03,951 - mmaction - INFO - Epoch [56][420/3757] lr: 1.000e-02, eta: 4 days, 10:49:13, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2806, top1_acc: 0.4930, top5_acc: 0.7125, loss_cls: 2.2263, loss: 3.5069, grad_norm: 7.0479 2021-07-05 13:43:25,129 - mmaction - INFO - Epoch [56][440/3757] lr: 1.000e-02, eta: 4 days, 10:48:51, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2886, top1_acc: 0.5000, top5_acc: 0.7234, loss_cls: 2.1981, loss: 3.4867, grad_norm: 6.9398 2021-07-05 13:43:46,293 - mmaction - INFO - Epoch [56][460/3757] lr: 1.000e-02, eta: 4 days, 10:48:28, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2424, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.0847, loss: 3.3271, grad_norm: 6.7293 2021-07-05 13:44:07,908 - mmaction - INFO - Epoch [56][480/3757] lr: 1.000e-02, eta: 4 days, 10:48:07, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2434, top1_acc: 0.5109, top5_acc: 0.7562, loss_cls: 2.0923, loss: 3.3357, grad_norm: 6.6823 2021-07-05 13:44:29,928 - mmaction - INFO - Epoch [56][500/3757] lr: 1.000e-02, eta: 4 days, 10:47:46, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2362, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1131, loss: 3.3492, grad_norm: 6.7563 2021-07-05 13:44:51,700 - mmaction - INFO - Epoch [56][520/3757] lr: 1.000e-02, eta: 4 days, 10:47:25, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2456, top1_acc: 0.5289, top5_acc: 0.7469, loss_cls: 2.0919, loss: 3.3375, grad_norm: 6.7200 2021-07-05 13:45:13,199 - mmaction - INFO - Epoch [56][540/3757] lr: 1.000e-02, eta: 4 days, 10:47:03, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2271, top1_acc: 0.5297, top5_acc: 0.7547, loss_cls: 2.0900, loss: 3.3171, grad_norm: 6.7605 2021-07-05 13:45:34,284 - mmaction - INFO - Epoch [56][560/3757] lr: 1.000e-02, eta: 4 days, 10:46:41, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.3233, top1_acc: 0.4953, top5_acc: 0.7148, loss_cls: 2.2692, loss: 3.5926, grad_norm: 6.8517 2021-07-05 13:45:55,867 - mmaction - INFO - Epoch [56][580/3757] lr: 1.000e-02, eta: 4 days, 10:46:19, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2682, top1_acc: 0.5141, top5_acc: 0.7312, loss_cls: 2.1440, loss: 3.4122, grad_norm: 6.6590 2021-07-05 13:46:18,152 - mmaction - INFO - Epoch [56][600/3757] lr: 1.000e-02, eta: 4 days, 10:45:59, time: 1.115, data_time: 0.006, memory: 6921, loss_aux: 1.2038, top1_acc: 0.5266, top5_acc: 0.7656, loss_cls: 2.0215, loss: 3.2254, grad_norm: 6.6722 2021-07-05 13:46:39,288 - mmaction - INFO - Epoch [56][620/3757] lr: 1.000e-02, eta: 4 days, 10:45:36, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2292, top1_acc: 0.5164, top5_acc: 0.7375, loss_cls: 2.1127, loss: 3.3419, grad_norm: 6.8290 2021-07-05 13:47:00,305 - mmaction - INFO - Epoch [56][640/3757] lr: 1.000e-02, eta: 4 days, 10:45:14, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2950, top1_acc: 0.4883, top5_acc: 0.7305, loss_cls: 2.2075, loss: 3.5025, grad_norm: 6.9396 2021-07-05 13:47:21,363 - mmaction - INFO - Epoch [56][660/3757] lr: 1.000e-02, eta: 4 days, 10:44:51, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2983, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.2172, loss: 3.5155, grad_norm: 6.8096 2021-07-05 13:47:43,192 - mmaction - INFO - Epoch [56][680/3757] lr: 1.000e-02, eta: 4 days, 10:44:30, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.3099, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.2480, loss: 3.5580, grad_norm: 6.9219 2021-07-05 13:48:04,952 - mmaction - INFO - Epoch [56][700/3757] lr: 1.000e-02, eta: 4 days, 10:44:09, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.2696, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1598, loss: 3.4294, grad_norm: 6.8007 2021-07-05 13:48:26,169 - mmaction - INFO - Epoch [56][720/3757] lr: 1.000e-02, eta: 4 days, 10:43:47, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2614, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.1480, loss: 3.4094, grad_norm: 6.6464 2021-07-05 13:48:47,328 - mmaction - INFO - Epoch [56][740/3757] lr: 1.000e-02, eta: 4 days, 10:43:24, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3027, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1957, loss: 3.4983, grad_norm: 6.7250 2021-07-05 13:49:08,743 - mmaction - INFO - Epoch [56][760/3757] lr: 1.000e-02, eta: 4 days, 10:43:03, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2660, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.1560, loss: 3.4220, grad_norm: 6.9326 2021-07-05 13:49:31,035 - mmaction - INFO - Epoch [56][780/3757] lr: 1.000e-02, eta: 4 days, 10:42:42, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2780, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.2465, loss: 3.5244, grad_norm: 6.8564 2021-07-05 13:49:52,160 - mmaction - INFO - Epoch [56][800/3757] lr: 1.000e-02, eta: 4 days, 10:42:20, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2233, top1_acc: 0.5078, top5_acc: 0.7656, loss_cls: 2.0723, loss: 3.2956, grad_norm: 6.5993 2021-07-05 13:50:13,868 - mmaction - INFO - Epoch [56][820/3757] lr: 1.000e-02, eta: 4 days, 10:41:59, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.3183, top1_acc: 0.4945, top5_acc: 0.7273, loss_cls: 2.2540, loss: 3.5723, grad_norm: 6.8582 2021-07-05 13:50:35,596 - mmaction - INFO - Epoch [56][840/3757] lr: 1.000e-02, eta: 4 days, 10:41:37, time: 1.087, data_time: 0.005, memory: 6921, loss_aux: 1.2260, top1_acc: 0.5133, top5_acc: 0.7625, loss_cls: 2.0644, loss: 3.2903, grad_norm: 6.7629 2021-07-05 13:50:56,903 - mmaction - INFO - Epoch [56][860/3757] lr: 1.000e-02, eta: 4 days, 10:41:15, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.2520, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1303, loss: 3.3823, grad_norm: 6.8701 2021-07-05 13:51:18,024 - mmaction - INFO - Epoch [56][880/3757] lr: 1.000e-02, eta: 4 days, 10:40:53, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2424, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.1104, loss: 3.3528, grad_norm: 6.9188 2021-07-05 13:51:40,375 - mmaction - INFO - Epoch [56][900/3757] lr: 1.000e-02, eta: 4 days, 10:40:33, time: 1.117, data_time: 0.005, memory: 6921, loss_aux: 1.2603, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1412, loss: 3.4015, grad_norm: 7.1351 2021-07-05 13:52:01,706 - mmaction - INFO - Epoch [56][920/3757] lr: 1.000e-02, eta: 4 days, 10:40:11, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.3243, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.2428, loss: 3.5671, grad_norm: 7.1396 2021-07-05 13:52:23,398 - mmaction - INFO - Epoch [56][940/3757] lr: 1.000e-02, eta: 4 days, 10:39:49, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2983, top1_acc: 0.5109, top5_acc: 0.7320, loss_cls: 2.2185, loss: 3.5168, grad_norm: 6.8934 2021-07-05 13:52:44,720 - mmaction - INFO - Epoch [56][960/3757] lr: 1.000e-02, eta: 4 days, 10:39:27, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2805, top1_acc: 0.4820, top5_acc: 0.7180, loss_cls: 2.2266, loss: 3.5071, grad_norm: 7.0758 2021-07-05 13:53:06,006 - mmaction - INFO - Epoch [56][980/3757] lr: 1.000e-02, eta: 4 days, 10:39:05, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2378, top1_acc: 0.5258, top5_acc: 0.7625, loss_cls: 2.0892, loss: 3.3270, grad_norm: 6.5807 2021-07-05 13:53:27,051 - mmaction - INFO - Epoch [56][1000/3757] lr: 1.000e-02, eta: 4 days, 10:38:43, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3205, top1_acc: 0.4883, top5_acc: 0.7070, loss_cls: 2.2895, loss: 3.6100, grad_norm: 6.7800 2021-07-05 13:53:48,580 - mmaction - INFO - Epoch [56][1020/3757] lr: 1.000e-02, eta: 4 days, 10:38:21, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2294, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.0714, loss: 3.3008, grad_norm: 6.8941 2021-07-05 13:54:10,540 - mmaction - INFO - Epoch [56][1040/3757] lr: 1.000e-02, eta: 4 days, 10:38:00, time: 1.099, data_time: 0.006, memory: 6921, loss_aux: 1.2638, top1_acc: 0.4930, top5_acc: 0.7461, loss_cls: 2.1376, loss: 3.4013, grad_norm: 6.8953 2021-07-05 13:54:31,699 - mmaction - INFO - Epoch [56][1060/3757] lr: 1.000e-02, eta: 4 days, 10:37:38, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2712, top1_acc: 0.5102, top5_acc: 0.7195, loss_cls: 2.1966, loss: 3.4678, grad_norm: 6.6464 2021-07-05 13:54:52,861 - mmaction - INFO - Epoch [56][1080/3757] lr: 1.000e-02, eta: 4 days, 10:37:16, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2469, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1547, loss: 3.4016, grad_norm: 6.7675 2021-07-05 13:55:14,525 - mmaction - INFO - Epoch [56][1100/3757] lr: 1.000e-02, eta: 4 days, 10:36:54, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.2876, top1_acc: 0.5242, top5_acc: 0.7453, loss_cls: 2.1359, loss: 3.4235, grad_norm: 6.7556 2021-07-05 13:55:36,145 - mmaction - INFO - Epoch [56][1120/3757] lr: 1.000e-02, eta: 4 days, 10:36:33, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2405, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1256, loss: 3.3661, grad_norm: 6.8583 2021-07-05 13:55:57,357 - mmaction - INFO - Epoch [56][1140/3757] lr: 1.000e-02, eta: 4 days, 10:36:11, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2772, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1564, loss: 3.4335, grad_norm: 6.9136 2021-07-05 13:56:18,518 - mmaction - INFO - Epoch [56][1160/3757] lr: 1.000e-02, eta: 4 days, 10:35:48, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2638, top1_acc: 0.5078, top5_acc: 0.7594, loss_cls: 2.1311, loss: 3.3949, grad_norm: 6.6637 2021-07-05 13:56:39,970 - mmaction - INFO - Epoch [56][1180/3757] lr: 1.000e-02, eta: 4 days, 10:35:26, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2722, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.1698, loss: 3.4420, grad_norm: 6.7064 2021-07-05 13:57:01,593 - mmaction - INFO - Epoch [56][1200/3757] lr: 1.000e-02, eta: 4 days, 10:35:05, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.2397, top1_acc: 0.5203, top5_acc: 0.7648, loss_cls: 2.0507, loss: 3.2904, grad_norm: 6.6465 2021-07-05 13:57:22,902 - mmaction - INFO - Epoch [56][1220/3757] lr: 1.000e-02, eta: 4 days, 10:34:43, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2265, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.0979, loss: 3.3245, grad_norm: 6.8143 2021-07-05 13:57:44,633 - mmaction - INFO - Epoch [56][1240/3757] lr: 1.000e-02, eta: 4 days, 10:34:22, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2044, top1_acc: 0.5305, top5_acc: 0.7438, loss_cls: 2.1034, loss: 3.3079, grad_norm: 6.7714 2021-07-05 13:58:06,078 - mmaction - INFO - Epoch [56][1260/3757] lr: 1.000e-02, eta: 4 days, 10:34:00, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.1201, loss: 3.3738, grad_norm: 6.8931 2021-07-05 13:58:27,722 - mmaction - INFO - Epoch [56][1280/3757] lr: 1.000e-02, eta: 4 days, 10:33:38, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3004, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.2143, loss: 3.5147, grad_norm: 6.7605 2021-07-05 13:58:48,691 - mmaction - INFO - Epoch [56][1300/3757] lr: 1.000e-02, eta: 4 days, 10:33:16, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2489, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.1004, loss: 3.3494, grad_norm: 6.7038 2021-07-05 13:59:10,950 - mmaction - INFO - Epoch [56][1320/3757] lr: 1.000e-02, eta: 4 days, 10:32:55, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2965, top1_acc: 0.5102, top5_acc: 0.7352, loss_cls: 2.2103, loss: 3.5068, grad_norm: 6.8635 2021-07-05 13:59:32,099 - mmaction - INFO - Epoch [56][1340/3757] lr: 1.000e-02, eta: 4 days, 10:32:33, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2483, top1_acc: 0.5164, top5_acc: 0.7320, loss_cls: 2.1729, loss: 3.4213, grad_norm: 6.6157 2021-07-05 13:59:53,126 - mmaction - INFO - Epoch [56][1360/3757] lr: 1.000e-02, eta: 4 days, 10:32:11, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2789, top1_acc: 0.4930, top5_acc: 0.7336, loss_cls: 2.2108, loss: 3.4897, grad_norm: 6.7173 2021-07-05 14:00:14,314 - mmaction - INFO - Epoch [56][1380/3757] lr: 1.000e-02, eta: 4 days, 10:31:48, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2014, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0455, loss: 3.2469, grad_norm: 6.5058 2021-07-05 14:00:35,757 - mmaction - INFO - Epoch [56][1400/3757] lr: 1.000e-02, eta: 4 days, 10:31:27, time: 1.073, data_time: 0.029, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5102, top5_acc: 0.7320, loss_cls: 2.2025, loss: 3.4595, grad_norm: 6.7790 2021-07-05 14:00:58,336 - mmaction - INFO - Epoch [56][1420/3757] lr: 1.000e-02, eta: 4 days, 10:31:07, time: 1.129, data_time: 0.075, memory: 6921, loss_aux: 1.2806, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1538, loss: 3.4344, grad_norm: 6.5988 2021-07-05 14:01:19,436 - mmaction - INFO - Epoch [56][1440/3757] lr: 1.000e-02, eta: 4 days, 10:30:44, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2918, top1_acc: 0.4891, top5_acc: 0.7281, loss_cls: 2.2647, loss: 3.5566, grad_norm: 6.9185 2021-07-05 14:01:41,462 - mmaction - INFO - Epoch [56][1460/3757] lr: 1.000e-02, eta: 4 days, 10:30:23, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.3084, top1_acc: 0.4883, top5_acc: 0.7211, loss_cls: 2.2569, loss: 3.5653, grad_norm: 6.9444 2021-07-05 14:02:03,233 - mmaction - INFO - Epoch [56][1480/3757] lr: 1.000e-02, eta: 4 days, 10:30:02, time: 1.088, data_time: 0.056, memory: 6921, loss_aux: 1.2914, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.2329, loss: 3.5243, grad_norm: 6.8541 2021-07-05 14:02:25,002 - mmaction - INFO - Epoch [56][1500/3757] lr: 1.000e-02, eta: 4 days, 10:29:41, time: 1.088, data_time: 0.030, memory: 6921, loss_aux: 1.2750, top1_acc: 0.5086, top5_acc: 0.7250, loss_cls: 2.2145, loss: 3.4896, grad_norm: 6.7386 2021-07-05 14:02:46,272 - mmaction - INFO - Epoch [56][1520/3757] lr: 1.000e-02, eta: 4 days, 10:29:19, time: 1.064, data_time: 0.034, memory: 6921, loss_aux: 1.2889, top1_acc: 0.4922, top5_acc: 0.7359, loss_cls: 2.1851, loss: 3.4740, grad_norm: 6.9558 2021-07-05 14:03:07,505 - mmaction - INFO - Epoch [56][1540/3757] lr: 1.000e-02, eta: 4 days, 10:28:57, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2930, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1881, loss: 3.4811, grad_norm: 6.8418 2021-07-05 14:03:29,785 - mmaction - INFO - Epoch [56][1560/3757] lr: 1.000e-02, eta: 4 days, 10:28:36, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 1.2411, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.1762, loss: 3.4173, grad_norm: 6.8708 2021-07-05 14:03:50,834 - mmaction - INFO - Epoch [56][1580/3757] lr: 1.000e-02, eta: 4 days, 10:28:14, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3284, top1_acc: 0.4891, top5_acc: 0.7078, loss_cls: 2.3047, loss: 3.6331, grad_norm: 7.0109 2021-07-05 14:04:12,009 - mmaction - INFO - Epoch [56][1600/3757] lr: 1.000e-02, eta: 4 days, 10:27:52, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.2939, top1_acc: 0.5086, top5_acc: 0.7180, loss_cls: 2.2084, loss: 3.5023, grad_norm: 6.6385 2021-07-05 14:04:33,401 - mmaction - INFO - Epoch [56][1620/3757] lr: 1.000e-02, eta: 4 days, 10:27:30, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2402, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0749, loss: 3.3151, grad_norm: 6.7830 2021-07-05 14:04:54,871 - mmaction - INFO - Epoch [56][1640/3757] lr: 1.000e-02, eta: 4 days, 10:27:08, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.3015, top1_acc: 0.5008, top5_acc: 0.7242, loss_cls: 2.2147, loss: 3.5162, grad_norm: 6.9655 2021-07-05 14:05:16,318 - mmaction - INFO - Epoch [56][1660/3757] lr: 1.000e-02, eta: 4 days, 10:26:46, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2369, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1200, loss: 3.3569, grad_norm: 6.8212 2021-07-05 14:05:37,910 - mmaction - INFO - Epoch [56][1680/3757] lr: 1.000e-02, eta: 4 days, 10:26:25, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2901, top1_acc: 0.4875, top5_acc: 0.7375, loss_cls: 2.2434, loss: 3.5334, grad_norm: 7.0632 2021-07-05 14:05:59,743 - mmaction - INFO - Epoch [56][1700/3757] lr: 1.000e-02, eta: 4 days, 10:26:04, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2768, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1368, loss: 3.4136, grad_norm: 6.9731 2021-07-05 14:06:21,238 - mmaction - INFO - Epoch [56][1720/3757] lr: 1.000e-02, eta: 4 days, 10:25:42, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.3145, top1_acc: 0.4875, top5_acc: 0.7148, loss_cls: 2.2370, loss: 3.5515, grad_norm: 6.7633 2021-07-05 14:06:42,479 - mmaction - INFO - Epoch [56][1740/3757] lr: 1.000e-02, eta: 4 days, 10:25:20, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2431, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.1128, loss: 3.3559, grad_norm: 6.7033 2021-07-05 14:07:03,541 - mmaction - INFO - Epoch [56][1760/3757] lr: 1.000e-02, eta: 4 days, 10:24:57, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2772, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.1675, loss: 3.4447, grad_norm: 7.0539 2021-07-05 14:07:25,718 - mmaction - INFO - Epoch [56][1780/3757] lr: 1.000e-02, eta: 4 days, 10:24:37, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.2957, top1_acc: 0.4992, top5_acc: 0.7281, loss_cls: 2.2464, loss: 3.5421, grad_norm: 7.0005 2021-07-05 14:07:46,971 - mmaction - INFO - Epoch [56][1800/3757] lr: 1.000e-02, eta: 4 days, 10:24:15, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2171, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.0754, loss: 3.2924, grad_norm: 6.8362 2021-07-05 14:08:08,118 - mmaction - INFO - Epoch [56][1820/3757] lr: 1.000e-02, eta: 4 days, 10:23:52, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2722, top1_acc: 0.4945, top5_acc: 0.7438, loss_cls: 2.1786, loss: 3.4508, grad_norm: 6.6606 2021-07-05 14:08:30,336 - mmaction - INFO - Epoch [56][1840/3757] lr: 1.000e-02, eta: 4 days, 10:23:32, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.2581, top1_acc: 0.5016, top5_acc: 0.7328, loss_cls: 2.1588, loss: 3.4169, grad_norm: 6.7946 2021-07-05 14:08:51,492 - mmaction - INFO - Epoch [56][1860/3757] lr: 1.000e-02, eta: 4 days, 10:23:10, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2879, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1646, loss: 3.4526, grad_norm: 6.6719 2021-07-05 14:09:12,828 - mmaction - INFO - Epoch [56][1880/3757] lr: 1.000e-02, eta: 4 days, 10:22:48, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2369, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1157, loss: 3.3526, grad_norm: 6.7588 2021-07-05 14:09:34,580 - mmaction - INFO - Epoch [56][1900/3757] lr: 1.000e-02, eta: 4 days, 10:22:26, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.3292, top1_acc: 0.5047, top5_acc: 0.7250, loss_cls: 2.2307, loss: 3.5600, grad_norm: 6.9590 2021-07-05 14:09:55,964 - mmaction - INFO - Epoch [56][1920/3757] lr: 1.000e-02, eta: 4 days, 10:22:04, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2547, top1_acc: 0.5062, top5_acc: 0.7359, loss_cls: 2.1753, loss: 3.4301, grad_norm: 6.9922 2021-07-05 14:10:17,138 - mmaction - INFO - Epoch [56][1940/3757] lr: 1.000e-02, eta: 4 days, 10:21:42, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2347, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.0840, loss: 3.3187, grad_norm: 6.6519 2021-07-05 14:10:38,591 - mmaction - INFO - Epoch [56][1960/3757] lr: 1.000e-02, eta: 4 days, 10:21:20, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2229, top1_acc: 0.5227, top5_acc: 0.7445, loss_cls: 2.0914, loss: 3.3143, grad_norm: 6.7885 2021-07-05 14:11:00,085 - mmaction - INFO - Epoch [56][1980/3757] lr: 1.000e-02, eta: 4 days, 10:20:59, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.2697, top1_acc: 0.4969, top5_acc: 0.7492, loss_cls: 2.1459, loss: 3.4156, grad_norm: 6.7892 2021-07-05 14:11:21,689 - mmaction - INFO - Epoch [56][2000/3757] lr: 1.000e-02, eta: 4 days, 10:20:37, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 1.2719, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1221, loss: 3.3940, grad_norm: 6.9079 2021-07-05 14:11:42,751 - mmaction - INFO - Epoch [56][2020/3757] lr: 1.000e-02, eta: 4 days, 10:20:15, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2809, top1_acc: 0.5141, top5_acc: 0.7312, loss_cls: 2.1956, loss: 3.4764, grad_norm: 6.9336 2021-07-05 14:12:04,717 - mmaction - INFO - Epoch [56][2040/3757] lr: 1.000e-02, eta: 4 days, 10:19:54, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.3219, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.2637, loss: 3.5856, grad_norm: 6.9845 2021-07-05 14:12:26,768 - mmaction - INFO - Epoch [56][2060/3757] lr: 1.000e-02, eta: 4 days, 10:19:33, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.2613, top1_acc: 0.5023, top5_acc: 0.7234, loss_cls: 2.1851, loss: 3.4464, grad_norm: 6.7470 2021-07-05 14:12:47,754 - mmaction - INFO - Epoch [56][2080/3757] lr: 1.000e-02, eta: 4 days, 10:19:10, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2864, top1_acc: 0.4914, top5_acc: 0.7156, loss_cls: 2.2390, loss: 3.5253, grad_norm: 6.9257 2021-07-05 14:13:09,087 - mmaction - INFO - Epoch [56][2100/3757] lr: 1.000e-02, eta: 4 days, 10:18:48, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.2399, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1314, loss: 3.3714, grad_norm: 6.6244 2021-07-05 14:13:31,918 - mmaction - INFO - Epoch [56][2120/3757] lr: 1.000e-02, eta: 4 days, 10:18:29, time: 1.141, data_time: 0.002, memory: 6921, loss_aux: 1.2701, top1_acc: 0.5195, top5_acc: 0.7414, loss_cls: 2.1225, loss: 3.3926, grad_norm: 6.7401 2021-07-05 14:13:53,041 - mmaction - INFO - Epoch [56][2140/3757] lr: 1.000e-02, eta: 4 days, 10:18:07, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2299, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1578, loss: 3.3877, grad_norm: 6.6721 2021-07-05 14:14:15,031 - mmaction - INFO - Epoch [56][2160/3757] lr: 1.000e-02, eta: 4 days, 10:17:46, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2210, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.0934, loss: 3.3144, grad_norm: 6.7298 2021-07-05 14:14:37,050 - mmaction - INFO - Epoch [56][2180/3757] lr: 1.000e-02, eta: 4 days, 10:17:25, time: 1.103, data_time: 0.005, memory: 6921, loss_aux: 1.2800, top1_acc: 0.5070, top5_acc: 0.7242, loss_cls: 2.1597, loss: 3.4397, grad_norm: 6.6872 2021-07-05 14:14:58,315 - mmaction - INFO - Epoch [56][2200/3757] lr: 1.000e-02, eta: 4 days, 10:17:03, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3040, top1_acc: 0.5086, top5_acc: 0.7250, loss_cls: 2.2250, loss: 3.5291, grad_norm: 6.6222 2021-07-05 14:15:19,521 - mmaction - INFO - Epoch [56][2220/3757] lr: 1.000e-02, eta: 4 days, 10:16:41, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2457, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1647, loss: 3.4105, grad_norm: 6.7813 2021-07-05 14:15:40,854 - mmaction - INFO - Epoch [56][2240/3757] lr: 1.000e-02, eta: 4 days, 10:16:19, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2408, top1_acc: 0.5062, top5_acc: 0.7531, loss_cls: 2.1018, loss: 3.3426, grad_norm: 6.8391 2021-07-05 14:16:02,849 - mmaction - INFO - Epoch [56][2260/3757] lr: 1.000e-02, eta: 4 days, 10:15:58, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.2435, top1_acc: 0.5273, top5_acc: 0.7570, loss_cls: 2.0899, loss: 3.3335, grad_norm: 6.7335 2021-07-05 14:16:24,448 - mmaction - INFO - Epoch [56][2280/3757] lr: 1.000e-02, eta: 4 days, 10:15:36, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2621, top1_acc: 0.5023, top5_acc: 0.7227, loss_cls: 2.1640, loss: 3.4261, grad_norm: 6.7466 2021-07-05 14:16:46,140 - mmaction - INFO - Epoch [56][2300/3757] lr: 1.000e-02, eta: 4 days, 10:15:15, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.2850, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.2062, loss: 3.4912, grad_norm: 6.8878 2021-07-05 14:17:08,186 - mmaction - INFO - Epoch [56][2320/3757] lr: 1.000e-02, eta: 4 days, 10:14:54, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.2844, top1_acc: 0.5125, top5_acc: 0.7180, loss_cls: 2.1999, loss: 3.4843, grad_norm: 6.7933 2021-07-05 14:17:30,076 - mmaction - INFO - Epoch [56][2340/3757] lr: 1.000e-02, eta: 4 days, 10:14:33, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2817, top1_acc: 0.4953, top5_acc: 0.7117, loss_cls: 2.2127, loss: 3.4944, grad_norm: 6.9733 2021-07-05 14:17:51,216 - mmaction - INFO - Epoch [56][2360/3757] lr: 1.000e-02, eta: 4 days, 10:14:11, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.3029, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.2385, loss: 3.5414, grad_norm: 6.7617 2021-07-05 14:18:13,435 - mmaction - INFO - Epoch [56][2380/3757] lr: 1.000e-02, eta: 4 days, 10:13:50, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.2045, top1_acc: 0.5422, top5_acc: 0.7430, loss_cls: 2.0225, loss: 3.2270, grad_norm: 6.4326 2021-07-05 14:18:35,188 - mmaction - INFO - Epoch [56][2400/3757] lr: 1.000e-02, eta: 4 days, 10:13:29, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.2924, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.2181, loss: 3.5105, grad_norm: 6.9375 2021-07-05 14:18:56,225 - mmaction - INFO - Epoch [56][2420/3757] lr: 1.000e-02, eta: 4 days, 10:13:07, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.2528, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1308, loss: 3.3836, grad_norm: 6.8159 2021-07-05 14:19:18,177 - mmaction - INFO - Epoch [56][2440/3757] lr: 1.000e-02, eta: 4 days, 10:12:46, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.2478, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.0919, loss: 3.3397, grad_norm: 6.7977 2021-07-05 14:19:39,627 - mmaction - INFO - Epoch [56][2460/3757] lr: 1.000e-02, eta: 4 days, 10:12:24, time: 1.072, data_time: 0.007, memory: 6921, loss_aux: 1.2968, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.2253, loss: 3.5221, grad_norm: 6.8915 2021-07-05 14:20:00,713 - mmaction - INFO - Epoch [56][2480/3757] lr: 1.000e-02, eta: 4 days, 10:12:02, time: 1.057, data_time: 0.008, memory: 6921, loss_aux: 1.2763, top1_acc: 0.5008, top5_acc: 0.7477, loss_cls: 2.2032, loss: 3.4795, grad_norm: 6.9338 2021-07-05 14:20:23,181 - mmaction - INFO - Epoch [56][2500/3757] lr: 1.000e-02, eta: 4 days, 10:11:41, time: 1.121, data_time: 0.001, memory: 6921, loss_aux: 1.2400, top1_acc: 0.5148, top5_acc: 0.7422, loss_cls: 2.1534, loss: 3.3934, grad_norm: 6.9906 2021-07-05 14:20:44,384 - mmaction - INFO - Epoch [56][2520/3757] lr: 1.000e-02, eta: 4 days, 10:11:19, time: 1.061, data_time: 0.011, memory: 6921, loss_aux: 1.2929, top1_acc: 0.5133, top5_acc: 0.7305, loss_cls: 2.1960, loss: 3.4889, grad_norm: 6.7964 2021-07-05 14:21:05,751 - mmaction - INFO - Epoch [56][2540/3757] lr: 1.000e-02, eta: 4 days, 10:10:57, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2735, top1_acc: 0.5133, top5_acc: 0.7258, loss_cls: 2.1814, loss: 3.4549, grad_norm: 6.6809 2021-07-05 14:21:27,935 - mmaction - INFO - Epoch [56][2560/3757] lr: 1.000e-02, eta: 4 days, 10:10:37, time: 1.106, data_time: 0.001, memory: 6921, loss_aux: 1.3098, top1_acc: 0.4852, top5_acc: 0.7281, loss_cls: 2.2362, loss: 3.5460, grad_norm: 6.8217 2021-07-05 14:21:49,174 - mmaction - INFO - Epoch [56][2580/3757] lr: 1.000e-02, eta: 4 days, 10:10:15, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2461, top1_acc: 0.5234, top5_acc: 0.7320, loss_cls: 2.1314, loss: 3.3776, grad_norm: 6.7632 2021-07-05 14:22:11,168 - mmaction - INFO - Epoch [56][2600/3757] lr: 1.000e-02, eta: 4 days, 10:09:54, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2452, top1_acc: 0.5391, top5_acc: 0.7359, loss_cls: 2.1069, loss: 3.3521, grad_norm: 6.7549 2021-07-05 14:22:33,285 - mmaction - INFO - Epoch [56][2620/3757] lr: 1.000e-02, eta: 4 days, 10:09:33, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.2997, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.2466, loss: 3.5463, grad_norm: 6.9899 2021-07-05 14:22:54,388 - mmaction - INFO - Epoch [56][2640/3757] lr: 1.000e-02, eta: 4 days, 10:09:11, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3213, top1_acc: 0.5047, top5_acc: 0.7078, loss_cls: 2.2696, loss: 3.5909, grad_norm: 6.7551 2021-07-05 14:23:16,987 - mmaction - INFO - Epoch [56][2660/3757] lr: 1.000e-02, eta: 4 days, 10:08:51, time: 1.130, data_time: 0.001, memory: 6921, loss_aux: 1.3074, top1_acc: 0.4742, top5_acc: 0.7250, loss_cls: 2.2567, loss: 3.5641, grad_norm: 6.7039 2021-07-05 14:23:38,074 - mmaction - INFO - Epoch [56][2680/3757] lr: 1.000e-02, eta: 4 days, 10:08:29, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2578, top1_acc: 0.5094, top5_acc: 0.7266, loss_cls: 2.1606, loss: 3.4184, grad_norm: 6.5063 2021-07-05 14:23:59,135 - mmaction - INFO - Epoch [56][2700/3757] lr: 1.000e-02, eta: 4 days, 10:08:06, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2534, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1754, loss: 3.4288, grad_norm: 6.8123 2021-07-05 14:24:20,434 - mmaction - INFO - Epoch [56][2720/3757] lr: 1.000e-02, eta: 4 days, 10:07:44, time: 1.069, data_time: 0.009, memory: 6921, loss_aux: 1.2280, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0797, loss: 3.3076, grad_norm: 6.6427 2021-07-05 14:24:42,946 - mmaction - INFO - Epoch [56][2740/3757] lr: 1.000e-02, eta: 4 days, 10:07:24, time: 1.125, data_time: 0.077, memory: 6921, loss_aux: 1.2566, top1_acc: 0.5156, top5_acc: 0.7547, loss_cls: 2.1229, loss: 3.3796, grad_norm: 6.7432 2021-07-05 14:25:04,161 - mmaction - INFO - Epoch [56][2760/3757] lr: 1.000e-02, eta: 4 days, 10:07:02, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2428, top1_acc: 0.5172, top5_acc: 0.7570, loss_cls: 2.1555, loss: 3.3982, grad_norm: 6.7540 2021-07-05 14:25:26,360 - mmaction - INFO - Epoch [56][2780/3757] lr: 1.000e-02, eta: 4 days, 10:06:41, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.2984, top1_acc: 0.4953, top5_acc: 0.7102, loss_cls: 2.2671, loss: 3.5656, grad_norm: 6.7587 2021-07-05 14:25:47,508 - mmaction - INFO - Epoch [56][2800/3757] lr: 1.000e-02, eta: 4 days, 10:06:19, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2733, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.1688, loss: 3.4422, grad_norm: 6.9194 2021-07-05 14:26:09,980 - mmaction - INFO - Epoch [56][2820/3757] lr: 1.000e-02, eta: 4 days, 10:05:59, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.2645, top1_acc: 0.5273, top5_acc: 0.7352, loss_cls: 2.1671, loss: 3.4316, grad_norm: 6.9343 2021-07-05 14:26:31,172 - mmaction - INFO - Epoch [56][2840/3757] lr: 1.000e-02, eta: 4 days, 10:05:37, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2315, top1_acc: 0.5086, top5_acc: 0.7586, loss_cls: 2.1141, loss: 3.3456, grad_norm: 6.7487 2021-07-05 14:26:52,652 - mmaction - INFO - Epoch [56][2860/3757] lr: 1.000e-02, eta: 4 days, 10:05:15, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.3114, top1_acc: 0.4875, top5_acc: 0.7188, loss_cls: 2.2604, loss: 3.5717, grad_norm: 6.9354 2021-07-05 14:27:14,847 - mmaction - INFO - Epoch [56][2880/3757] lr: 1.000e-02, eta: 4 days, 10:04:54, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.2683, top1_acc: 0.5148, top5_acc: 0.7359, loss_cls: 2.1437, loss: 3.4120, grad_norm: 6.7894 2021-07-05 14:27:36,122 - mmaction - INFO - Epoch [56][2900/3757] lr: 1.000e-02, eta: 4 days, 10:04:32, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2281, top1_acc: 0.5422, top5_acc: 0.7492, loss_cls: 2.0765, loss: 3.3046, grad_norm: 6.8156 2021-07-05 14:27:57,479 - mmaction - INFO - Epoch [56][2920/3757] lr: 1.000e-02, eta: 4 days, 10:04:10, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.2867, top1_acc: 0.5055, top5_acc: 0.7258, loss_cls: 2.2199, loss: 3.5065, grad_norm: 6.9028 2021-07-05 14:28:18,500 - mmaction - INFO - Epoch [56][2940/3757] lr: 1.000e-02, eta: 4 days, 10:03:48, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2001, top1_acc: 0.5367, top5_acc: 0.7602, loss_cls: 2.0157, loss: 3.2158, grad_norm: 6.6908 2021-07-05 14:28:40,002 - mmaction - INFO - Epoch [56][2960/3757] lr: 1.000e-02, eta: 4 days, 10:03:26, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.2624, top1_acc: 0.5039, top5_acc: 0.7305, loss_cls: 2.1681, loss: 3.4305, grad_norm: 6.9284 2021-07-05 14:29:01,347 - mmaction - INFO - Epoch [56][2980/3757] lr: 1.000e-02, eta: 4 days, 10:03:04, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2821, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.1802, loss: 3.4623, grad_norm: 6.7751 2021-07-05 14:29:22,678 - mmaction - INFO - Epoch [56][3000/3757] lr: 1.000e-02, eta: 4 days, 10:02:42, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2728, top1_acc: 0.5211, top5_acc: 0.7383, loss_cls: 2.1542, loss: 3.4271, grad_norm: 6.7843 2021-07-05 14:29:44,661 - mmaction - INFO - Epoch [56][3020/3757] lr: 1.000e-02, eta: 4 days, 10:02:21, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 1.2263, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.1141, loss: 3.3405, grad_norm: 6.7832 2021-07-05 14:30:05,709 - mmaction - INFO - Epoch [56][3040/3757] lr: 1.000e-02, eta: 4 days, 10:01:59, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2697, top1_acc: 0.5070, top5_acc: 0.7188, loss_cls: 2.1750, loss: 3.4447, grad_norm: 6.8022 2021-07-05 14:30:27,502 - mmaction - INFO - Epoch [56][3060/3757] lr: 1.000e-02, eta: 4 days, 10:01:38, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.2806, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2321, loss: 3.5127, grad_norm: 6.7283 2021-07-05 14:30:49,725 - mmaction - INFO - Epoch [56][3080/3757] lr: 1.000e-02, eta: 4 days, 10:01:17, time: 1.111, data_time: 0.001, memory: 6921, loss_aux: 1.2904, top1_acc: 0.4813, top5_acc: 0.7164, loss_cls: 2.2509, loss: 3.5414, grad_norm: 6.7004 2021-07-05 14:31:11,804 - mmaction - INFO - Epoch [56][3100/3757] lr: 1.000e-02, eta: 4 days, 10:00:57, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.3183, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2296, loss: 3.5479, grad_norm: 6.7222 2021-07-05 14:31:33,064 - mmaction - INFO - Epoch [56][3120/3757] lr: 1.000e-02, eta: 4 days, 10:00:34, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5203, top5_acc: 0.7453, loss_cls: 2.1494, loss: 3.4066, grad_norm: 6.7603 2021-07-05 14:31:54,495 - mmaction - INFO - Epoch [56][3140/3757] lr: 1.000e-02, eta: 4 days, 10:00:13, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2546, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1367, loss: 3.3913, grad_norm: 7.0104 2021-07-05 14:32:16,155 - mmaction - INFO - Epoch [56][3160/3757] lr: 1.000e-02, eta: 4 days, 9:59:51, time: 1.084, data_time: 0.029, memory: 6921, loss_aux: 1.2947, top1_acc: 0.5109, top5_acc: 0.7250, loss_cls: 2.1801, loss: 3.4748, grad_norm: 6.8235 2021-07-05 14:32:38,401 - mmaction - INFO - Epoch [56][3180/3757] lr: 1.000e-02, eta: 4 days, 9:59:31, time: 1.111, data_time: 0.048, memory: 6921, loss_aux: 1.3310, top1_acc: 0.4695, top5_acc: 0.7148, loss_cls: 2.2978, loss: 3.6288, grad_norm: 7.0057 2021-07-05 14:32:59,391 - mmaction - INFO - Epoch [56][3200/3757] lr: 1.000e-02, eta: 4 days, 9:59:08, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2773, top1_acc: 0.5102, top5_acc: 0.7438, loss_cls: 2.1216, loss: 3.3989, grad_norm: 6.7881 2021-07-05 14:33:21,492 - mmaction - INFO - Epoch [56][3220/3757] lr: 1.000e-02, eta: 4 days, 9:58:48, time: 1.107, data_time: 0.037, memory: 6921, loss_aux: 1.2168, top1_acc: 0.5430, top5_acc: 0.7578, loss_cls: 2.0073, loss: 3.2242, grad_norm: 6.6196 2021-07-05 14:33:42,715 - mmaction - INFO - Epoch [56][3240/3757] lr: 1.000e-02, eta: 4 days, 9:58:25, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2678, top1_acc: 0.5164, top5_acc: 0.7352, loss_cls: 2.1551, loss: 3.4229, grad_norm: 6.8809 2021-07-05 14:34:04,661 - mmaction - INFO - Epoch [56][3260/3757] lr: 1.000e-02, eta: 4 days, 9:58:04, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.2790, top1_acc: 0.4969, top5_acc: 0.7328, loss_cls: 2.2200, loss: 3.4990, grad_norm: 7.0690 2021-07-05 14:34:26,573 - mmaction - INFO - Epoch [56][3280/3757] lr: 1.000e-02, eta: 4 days, 9:57:43, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.2570, top1_acc: 0.4953, top5_acc: 0.7344, loss_cls: 2.2048, loss: 3.4618, grad_norm: 6.8344 2021-07-05 14:34:48,061 - mmaction - INFO - Epoch [56][3300/3757] lr: 1.000e-02, eta: 4 days, 9:57:22, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2515, top1_acc: 0.5094, top5_acc: 0.7398, loss_cls: 2.1594, loss: 3.4109, grad_norm: 6.7447 2021-07-05 14:35:10,646 - mmaction - INFO - Epoch [56][3320/3757] lr: 1.000e-02, eta: 4 days, 9:57:02, time: 1.128, data_time: 0.001, memory: 6921, loss_aux: 1.2811, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1812, loss: 3.4622, grad_norm: 6.8911 2021-07-05 14:35:31,554 - mmaction - INFO - Epoch [56][3340/3757] lr: 1.000e-02, eta: 4 days, 9:56:39, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.2214, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1116, loss: 3.3330, grad_norm: 6.6480 2021-07-05 14:35:52,765 - mmaction - INFO - Epoch [56][3360/3757] lr: 1.000e-02, eta: 4 days, 9:56:17, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2708, top1_acc: 0.4906, top5_acc: 0.7367, loss_cls: 2.1822, loss: 3.4529, grad_norm: 6.7461 2021-07-05 14:36:14,924 - mmaction - INFO - Epoch [56][3380/3757] lr: 1.000e-02, eta: 4 days, 9:55:56, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.2575, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1553, loss: 3.4128, grad_norm: 6.9671 2021-07-05 14:36:36,286 - mmaction - INFO - Epoch [56][3400/3757] lr: 1.000e-02, eta: 4 days, 9:55:34, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2609, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 2.0934, loss: 3.3543, grad_norm: 6.6535 2021-07-05 14:36:57,473 - mmaction - INFO - Epoch [56][3420/3757] lr: 1.000e-02, eta: 4 days, 9:55:12, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2983, top1_acc: 0.4859, top5_acc: 0.7258, loss_cls: 2.2618, loss: 3.5601, grad_norm: 6.9289 2021-07-05 14:37:19,111 - mmaction - INFO - Epoch [56][3440/3757] lr: 1.000e-02, eta: 4 days, 9:54:51, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.2773, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1698, loss: 3.4471, grad_norm: 6.7275 2021-07-05 14:37:41,482 - mmaction - INFO - Epoch [56][3460/3757] lr: 1.000e-02, eta: 4 days, 9:54:30, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.2767, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1978, loss: 3.4745, grad_norm: 6.6871 2021-07-05 14:38:03,606 - mmaction - INFO - Epoch [56][3480/3757] lr: 1.000e-02, eta: 4 days, 9:54:10, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.2665, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1695, loss: 3.4361, grad_norm: 6.6859 2021-07-05 14:38:24,754 - mmaction - INFO - Epoch [56][3500/3757] lr: 1.000e-02, eta: 4 days, 9:53:48, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2991, top1_acc: 0.4813, top5_acc: 0.7141, loss_cls: 2.2882, loss: 3.5874, grad_norm: 6.9269 2021-07-05 14:38:46,174 - mmaction - INFO - Epoch [56][3520/3757] lr: 1.000e-02, eta: 4 days, 9:53:26, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.2324, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0802, loss: 3.3126, grad_norm: 6.5868 2021-07-05 14:39:08,141 - mmaction - INFO - Epoch [56][3540/3757] lr: 1.000e-02, eta: 4 days, 9:53:05, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.2359, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.0807, loss: 3.3166, grad_norm: 6.4393 2021-07-05 14:39:30,421 - mmaction - INFO - Epoch [56][3560/3757] lr: 1.000e-02, eta: 4 days, 9:52:44, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.2591, top1_acc: 0.5195, top5_acc: 0.7398, loss_cls: 2.1416, loss: 3.4006, grad_norm: 6.5727 2021-07-05 14:39:51,843 - mmaction - INFO - Epoch [56][3580/3757] lr: 1.000e-02, eta: 4 days, 9:52:23, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2749, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.1943, loss: 3.4692, grad_norm: 6.7930 2021-07-05 14:40:13,554 - mmaction - INFO - Epoch [56][3600/3757] lr: 1.000e-02, eta: 4 days, 9:52:01, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1283, loss: 3.3876, grad_norm: 6.6980 2021-07-05 14:40:34,916 - mmaction - INFO - Epoch [56][3620/3757] lr: 1.000e-02, eta: 4 days, 9:51:39, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.3068, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.2339, loss: 3.5407, grad_norm: 6.9011 2021-07-05 14:40:56,293 - mmaction - INFO - Epoch [56][3640/3757] lr: 1.000e-02, eta: 4 days, 9:51:17, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2997, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2566, loss: 3.5563, grad_norm: 6.8234 2021-07-05 14:41:17,634 - mmaction - INFO - Epoch [56][3660/3757] lr: 1.000e-02, eta: 4 days, 9:50:55, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2456, top1_acc: 0.5109, top5_acc: 0.7523, loss_cls: 2.0824, loss: 3.3280, grad_norm: 6.8880 2021-07-05 14:41:40,116 - mmaction - INFO - Epoch [56][3680/3757] lr: 1.000e-02, eta: 4 days, 9:50:35, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 1.2788, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1779, loss: 3.4567, grad_norm: 6.8225 2021-07-05 14:42:02,210 - mmaction - INFO - Epoch [56][3700/3757] lr: 1.000e-02, eta: 4 days, 9:50:15, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.2341, top1_acc: 0.5297, top5_acc: 0.7445, loss_cls: 2.1266, loss: 3.3607, grad_norm: 6.7312 2021-07-05 14:42:23,088 - mmaction - INFO - Epoch [56][3720/3757] lr: 1.000e-02, eta: 4 days, 9:49:52, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.2504, top1_acc: 0.5000, top5_acc: 0.7344, loss_cls: 2.1487, loss: 3.3991, grad_norm: 6.7840 2021-07-05 14:42:44,260 - mmaction - INFO - Epoch [56][3740/3757] lr: 1.000e-02, eta: 4 days, 9:49:30, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.3274, top1_acc: 0.4781, top5_acc: 0.7281, loss_cls: 2.2969, loss: 3.6242, grad_norm: 7.0663 2021-07-05 14:43:02,873 - mmaction - INFO - Saving checkpoint at 56 epochs 2021-07-05 14:44:07,152 - mmaction - INFO - Epoch [57][20/3757] lr: 1.000e-02, eta: 4 days, 9:49:28, time: 3.126, data_time: 2.096, memory: 6921, loss_aux: 1.2673, top1_acc: 0.5141, top5_acc: 0.7438, loss_cls: 2.1373, loss: 3.4046, grad_norm: 6.7840 2021-07-05 14:44:28,782 - mmaction - INFO - Epoch [57][40/3757] lr: 1.000e-02, eta: 4 days, 9:49:06, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0668, loss: 3.3263, grad_norm: 6.5909 2021-07-05 14:44:51,660 - mmaction - INFO - Epoch [57][60/3757] lr: 1.000e-02, eta: 4 days, 9:48:47, time: 1.143, data_time: 0.002, memory: 6921, loss_aux: 1.2194, top1_acc: 0.5391, top5_acc: 0.7547, loss_cls: 2.0380, loss: 3.2573, grad_norm: 6.6642 2021-07-05 14:45:13,070 - mmaction - INFO - Epoch [57][80/3757] lr: 1.000e-02, eta: 4 days, 9:48:25, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2321, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1088, loss: 3.3409, grad_norm: 6.7828 2021-07-05 14:45:34,216 - mmaction - INFO - Epoch [57][100/3757] lr: 1.000e-02, eta: 4 days, 9:48:03, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2260, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0295, loss: 3.2555, grad_norm: 6.7904 2021-07-05 14:45:55,645 - mmaction - INFO - Epoch [57][120/3757] lr: 1.000e-02, eta: 4 days, 9:47:41, time: 1.070, data_time: 0.018, memory: 6921, loss_aux: 1.2354, top1_acc: 0.5305, top5_acc: 0.7430, loss_cls: 2.1055, loss: 3.3409, grad_norm: 6.9361 2021-07-05 14:46:17,265 - mmaction - INFO - Epoch [57][140/3757] lr: 1.000e-02, eta: 4 days, 9:47:19, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5023, top5_acc: 0.7250, loss_cls: 2.1887, loss: 3.4639, grad_norm: 6.8087 2021-07-05 14:46:38,949 - mmaction - INFO - Epoch [57][160/3757] lr: 1.000e-02, eta: 4 days, 9:46:58, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2633, top1_acc: 0.5219, top5_acc: 0.7336, loss_cls: 2.1306, loss: 3.3939, grad_norm: 6.5578 2021-07-05 14:47:01,247 - mmaction - INFO - Epoch [57][180/3757] lr: 1.000e-02, eta: 4 days, 9:46:38, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 1.2275, top1_acc: 0.5102, top5_acc: 0.7508, loss_cls: 2.0873, loss: 3.3148, grad_norm: 6.7958 2021-07-05 14:47:23,354 - mmaction - INFO - Epoch [57][200/3757] lr: 1.000e-02, eta: 4 days, 9:46:17, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.2733, top1_acc: 0.5164, top5_acc: 0.7359, loss_cls: 2.1508, loss: 3.4240, grad_norm: 6.8757 2021-07-05 14:47:44,692 - mmaction - INFO - Epoch [57][220/3757] lr: 1.000e-02, eta: 4 days, 9:45:55, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2463, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1285, loss: 3.3748, grad_norm: 6.7478 2021-07-05 14:48:05,884 - mmaction - INFO - Epoch [57][240/3757] lr: 1.000e-02, eta: 4 days, 9:45:33, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2229, top1_acc: 0.5180, top5_acc: 0.7602, loss_cls: 2.0691, loss: 3.2920, grad_norm: 6.7922 2021-07-05 14:48:28,785 - mmaction - INFO - Epoch [57][260/3757] lr: 1.000e-02, eta: 4 days, 9:45:13, time: 1.146, data_time: 0.004, memory: 6921, loss_aux: 1.2362, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1057, loss: 3.3419, grad_norm: 6.9126 2021-07-05 14:48:49,692 - mmaction - INFO - Epoch [57][280/3757] lr: 1.000e-02, eta: 4 days, 9:44:51, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2353, top1_acc: 0.5219, top5_acc: 0.7438, loss_cls: 2.0871, loss: 3.3224, grad_norm: 6.8694 2021-07-05 14:49:10,904 - mmaction - INFO - Epoch [57][300/3757] lr: 1.000e-02, eta: 4 days, 9:44:28, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2149, top1_acc: 0.5359, top5_acc: 0.7492, loss_cls: 2.0840, loss: 3.2989, grad_norm: 6.6868 2021-07-05 14:49:33,322 - mmaction - INFO - Epoch [57][320/3757] lr: 1.000e-02, eta: 4 days, 9:44:08, time: 1.119, data_time: 0.034, memory: 6921, loss_aux: 1.2888, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1949, loss: 3.4837, grad_norm: 7.1130 2021-07-05 14:49:55,107 - mmaction - INFO - Epoch [57][340/3757] lr: 1.000e-02, eta: 4 days, 9:43:47, time: 1.090, data_time: 0.006, memory: 6921, loss_aux: 1.2845, top1_acc: 0.4828, top5_acc: 0.7164, loss_cls: 2.2416, loss: 3.5261, grad_norm: 6.8389 2021-07-05 14:50:17,448 - mmaction - INFO - Epoch [57][360/3757] lr: 1.000e-02, eta: 4 days, 9:43:27, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2490, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1195, loss: 3.3685, grad_norm: 6.7648 2021-07-05 14:50:39,191 - mmaction - INFO - Epoch [57][380/3757] lr: 1.000e-02, eta: 4 days, 9:43:05, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2723, top1_acc: 0.5000, top5_acc: 0.7281, loss_cls: 2.1713, loss: 3.4436, grad_norm: 6.8711 2021-07-05 14:51:01,414 - mmaction - INFO - Epoch [57][400/3757] lr: 1.000e-02, eta: 4 days, 9:42:45, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.2485, top1_acc: 0.5117, top5_acc: 0.7336, loss_cls: 2.1717, loss: 3.4201, grad_norm: 6.8949 2021-07-05 14:51:22,497 - mmaction - INFO - Epoch [57][420/3757] lr: 1.000e-02, eta: 4 days, 9:42:23, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2841, top1_acc: 0.5117, top5_acc: 0.7352, loss_cls: 2.1801, loss: 3.4642, grad_norm: 6.8516 2021-07-05 14:51:43,886 - mmaction - INFO - Epoch [57][440/3757] lr: 1.000e-02, eta: 4 days, 9:42:01, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2202, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.1185, loss: 3.3387, grad_norm: 6.8556 2021-07-05 14:52:06,254 - mmaction - INFO - Epoch [57][460/3757] lr: 1.000e-02, eta: 4 days, 9:41:40, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.2489, top1_acc: 0.5180, top5_acc: 0.7297, loss_cls: 2.1338, loss: 3.3827, grad_norm: 6.8032 2021-07-05 14:52:27,459 - mmaction - INFO - Epoch [57][480/3757] lr: 1.000e-02, eta: 4 days, 9:41:18, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2561, top1_acc: 0.5227, top5_acc: 0.7453, loss_cls: 2.0956, loss: 3.3517, grad_norm: 6.8799 2021-07-05 14:52:50,104 - mmaction - INFO - Epoch [57][500/3757] lr: 1.000e-02, eta: 4 days, 9:40:58, time: 1.132, data_time: 0.002, memory: 6921, loss_aux: 1.2735, top1_acc: 0.5141, top5_acc: 0.7320, loss_cls: 2.1752, loss: 3.4487, grad_norm: 6.9873 2021-07-05 14:53:11,121 - mmaction - INFO - Epoch [57][520/3757] lr: 1.000e-02, eta: 4 days, 9:40:36, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.3017, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2333, loss: 3.5351, grad_norm: 6.9609 2021-07-05 14:53:32,841 - mmaction - INFO - Epoch [57][540/3757] lr: 1.000e-02, eta: 4 days, 9:40:15, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.2941, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.2081, loss: 3.5022, grad_norm: 6.7940 2021-07-05 14:53:54,437 - mmaction - INFO - Epoch [57][560/3757] lr: 1.000e-02, eta: 4 days, 9:39:53, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2797, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.2023, loss: 3.4821, grad_norm: 6.8260 2021-07-05 14:54:16,930 - mmaction - INFO - Epoch [57][580/3757] lr: 1.000e-02, eta: 4 days, 9:39:33, time: 1.124, data_time: 0.002, memory: 6921, loss_aux: 1.2420, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.0694, loss: 3.3114, grad_norm: 6.6604 2021-07-05 14:54:37,969 - mmaction - INFO - Epoch [57][600/3757] lr: 1.000e-02, eta: 4 days, 9:39:10, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2240, top1_acc: 0.5398, top5_acc: 0.7422, loss_cls: 2.0868, loss: 3.3108, grad_norm: 6.6578 2021-07-05 14:55:00,602 - mmaction - INFO - Epoch [57][620/3757] lr: 1.000e-02, eta: 4 days, 9:38:51, time: 1.132, data_time: 0.002, memory: 6921, loss_aux: 1.2413, top1_acc: 0.5227, top5_acc: 0.7453, loss_cls: 2.0822, loss: 3.3235, grad_norm: 6.7936 2021-07-05 14:55:21,302 - mmaction - INFO - Epoch [57][640/3757] lr: 1.000e-02, eta: 4 days, 9:38:28, time: 1.034, data_time: 0.002, memory: 6921, loss_aux: 1.2887, top1_acc: 0.5078, top5_acc: 0.7266, loss_cls: 2.1953, loss: 3.4839, grad_norm: 6.8623 2021-07-05 14:55:43,418 - mmaction - INFO - Epoch [57][660/3757] lr: 1.000e-02, eta: 4 days, 9:38:07, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.2621, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.1518, loss: 3.4140, grad_norm: 6.8038 2021-07-05 14:56:04,823 - mmaction - INFO - Epoch [57][680/3757] lr: 1.000e-02, eta: 4 days, 9:37:45, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2488, top1_acc: 0.4898, top5_acc: 0.7508, loss_cls: 2.1397, loss: 3.3886, grad_norm: 6.7175 2021-07-05 14:56:26,692 - mmaction - INFO - Epoch [57][700/3757] lr: 1.000e-02, eta: 4 days, 9:37:24, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2529, top1_acc: 0.4977, top5_acc: 0.7375, loss_cls: 2.1458, loss: 3.3987, grad_norm: 6.8525 2021-07-05 14:56:47,734 - mmaction - INFO - Epoch [57][720/3757] lr: 1.000e-02, eta: 4 days, 9:37:01, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2602, top1_acc: 0.5336, top5_acc: 0.7383, loss_cls: 2.1273, loss: 3.3875, grad_norm: 6.7281 2021-07-05 14:57:08,966 - mmaction - INFO - Epoch [57][740/3757] lr: 1.000e-02, eta: 4 days, 9:36:39, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.3114, top1_acc: 0.4781, top5_acc: 0.7094, loss_cls: 2.2928, loss: 3.6043, grad_norm: 7.0497 2021-07-05 14:57:32,182 - mmaction - INFO - Epoch [57][760/3757] lr: 1.000e-02, eta: 4 days, 9:36:21, time: 1.162, data_time: 0.003, memory: 6921, loss_aux: 1.2345, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.0987, loss: 3.3332, grad_norm: 6.7777 2021-07-05 14:57:53,447 - mmaction - INFO - Epoch [57][780/3757] lr: 1.000e-02, eta: 4 days, 9:35:58, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2542, top1_acc: 0.5195, top5_acc: 0.7359, loss_cls: 2.1364, loss: 3.3906, grad_norm: 6.7623 2021-07-05 14:58:15,054 - mmaction - INFO - Epoch [57][800/3757] lr: 1.000e-02, eta: 4 days, 9:35:37, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3011, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.2162, loss: 3.5172, grad_norm: 6.9155 2021-07-05 14:58:36,396 - mmaction - INFO - Epoch [57][820/3757] lr: 1.000e-02, eta: 4 days, 9:35:15, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3254, top1_acc: 0.4516, top5_acc: 0.7086, loss_cls: 2.3139, loss: 3.6393, grad_norm: 6.8881 2021-07-05 14:58:57,375 - mmaction - INFO - Epoch [57][840/3757] lr: 1.000e-02, eta: 4 days, 9:34:52, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2909, top1_acc: 0.4953, top5_acc: 0.7305, loss_cls: 2.2130, loss: 3.5038, grad_norm: 6.8764 2021-07-05 14:59:19,202 - mmaction - INFO - Epoch [57][860/3757] lr: 1.000e-02, eta: 4 days, 9:34:31, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.3086, top1_acc: 0.5008, top5_acc: 0.7273, loss_cls: 2.2411, loss: 3.5498, grad_norm: 6.8245 2021-07-05 14:59:41,354 - mmaction - INFO - Epoch [57][880/3757] lr: 1.000e-02, eta: 4 days, 9:34:11, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.2563, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1227, loss: 3.3790, grad_norm: 6.7985 2021-07-05 15:00:02,793 - mmaction - INFO - Epoch [57][900/3757] lr: 1.000e-02, eta: 4 days, 9:33:49, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2211, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0508, loss: 3.2719, grad_norm: 6.7129 2021-07-05 15:00:24,135 - mmaction - INFO - Epoch [57][920/3757] lr: 1.000e-02, eta: 4 days, 9:33:27, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2349, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0701, loss: 3.3050, grad_norm: 6.8664 2021-07-05 15:00:46,190 - mmaction - INFO - Epoch [57][940/3757] lr: 1.000e-02, eta: 4 days, 9:33:06, time: 1.101, data_time: 0.072, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1575, loss: 3.4157, grad_norm: 6.9344 2021-07-05 15:01:07,733 - mmaction - INFO - Epoch [57][960/3757] lr: 1.000e-02, eta: 4 days, 9:32:44, time: 1.077, data_time: 0.028, memory: 6921, loss_aux: 1.2750, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.1305, loss: 3.4055, grad_norm: 6.9879 2021-07-05 15:01:29,972 - mmaction - INFO - Epoch [57][980/3757] lr: 1.000e-02, eta: 4 days, 9:32:24, time: 1.113, data_time: 0.067, memory: 6921, loss_aux: 1.2681, top1_acc: 0.5062, top5_acc: 0.7297, loss_cls: 2.1836, loss: 3.4518, grad_norm: 6.7200 2021-07-05 15:01:51,441 - mmaction - INFO - Epoch [57][1000/3757] lr: 1.000e-02, eta: 4 days, 9:32:02, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2946, top1_acc: 0.5055, top5_acc: 0.7359, loss_cls: 2.1921, loss: 3.4867, grad_norm: 6.8186 2021-07-05 15:02:13,834 - mmaction - INFO - Epoch [57][1020/3757] lr: 1.000e-02, eta: 4 days, 9:31:42, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.2841, top1_acc: 0.5047, top5_acc: 0.7445, loss_cls: 2.1589, loss: 3.4430, grad_norm: 6.8711 2021-07-05 15:02:34,967 - mmaction - INFO - Epoch [57][1040/3757] lr: 1.000e-02, eta: 4 days, 9:31:20, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2629, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.2004, loss: 3.4633, grad_norm: 7.0143 2021-07-05 15:02:57,354 - mmaction - INFO - Epoch [57][1060/3757] lr: 1.000e-02, eta: 4 days, 9:30:59, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.3028, top1_acc: 0.4875, top5_acc: 0.7180, loss_cls: 2.2390, loss: 3.5419, grad_norm: 6.7950 2021-07-05 15:03:19,546 - mmaction - INFO - Epoch [57][1080/3757] lr: 1.000e-02, eta: 4 days, 9:30:39, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2427, top1_acc: 0.5281, top5_acc: 0.7383, loss_cls: 2.0892, loss: 3.3318, grad_norm: 6.4464 2021-07-05 15:03:40,779 - mmaction - INFO - Epoch [57][1100/3757] lr: 1.000e-02, eta: 4 days, 9:30:17, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2872, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.2285, loss: 3.5156, grad_norm: 7.0920 2021-07-05 15:04:02,041 - mmaction - INFO - Epoch [57][1120/3757] lr: 1.000e-02, eta: 4 days, 9:29:55, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2521, top1_acc: 0.4992, top5_acc: 0.7258, loss_cls: 2.1646, loss: 3.4167, grad_norm: 6.8299 2021-07-05 15:04:24,743 - mmaction - INFO - Epoch [57][1140/3757] lr: 1.000e-02, eta: 4 days, 9:29:35, time: 1.134, data_time: 0.003, memory: 6921, loss_aux: 1.3040, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1431, loss: 3.4471, grad_norm: 6.8714 2021-07-05 15:04:45,915 - mmaction - INFO - Epoch [57][1160/3757] lr: 1.000e-02, eta: 4 days, 9:29:13, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2441, top1_acc: 0.4945, top5_acc: 0.7422, loss_cls: 2.1178, loss: 3.3619, grad_norm: 6.7997 2021-07-05 15:05:08,131 - mmaction - INFO - Epoch [57][1180/3757] lr: 1.000e-02, eta: 4 days, 9:28:52, time: 1.111, data_time: 0.006, memory: 6921, loss_aux: 1.2641, top1_acc: 0.5125, top5_acc: 0.7297, loss_cls: 2.1944, loss: 3.4585, grad_norm: 6.8578 2021-07-05 15:05:29,406 - mmaction - INFO - Epoch [57][1200/3757] lr: 1.000e-02, eta: 4 days, 9:28:30, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2388, top1_acc: 0.5008, top5_acc: 0.7617, loss_cls: 2.0915, loss: 3.3303, grad_norm: 6.6880 2021-07-05 15:05:50,691 - mmaction - INFO - Epoch [57][1220/3757] lr: 1.000e-02, eta: 4 days, 9:28:08, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2774, top1_acc: 0.4789, top5_acc: 0.7234, loss_cls: 2.2279, loss: 3.5053, grad_norm: 6.8111 2021-07-05 15:06:12,044 - mmaction - INFO - Epoch [57][1240/3757] lr: 1.000e-02, eta: 4 days, 9:27:46, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2405, top1_acc: 0.5070, top5_acc: 0.7438, loss_cls: 2.1412, loss: 3.3817, grad_norm: 6.8800 2021-07-05 15:06:34,286 - mmaction - INFO - Epoch [57][1260/3757] lr: 1.000e-02, eta: 4 days, 9:27:26, time: 1.114, data_time: 0.051, memory: 6921, loss_aux: 1.2454, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1579, loss: 3.4033, grad_norm: 6.7744 2021-07-05 15:06:55,628 - mmaction - INFO - Epoch [57][1280/3757] lr: 1.000e-02, eta: 4 days, 9:27:04, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3030, top1_acc: 0.5070, top5_acc: 0.7250, loss_cls: 2.2164, loss: 3.5194, grad_norm: 6.6303 2021-07-05 15:07:17,679 - mmaction - INFO - Epoch [57][1300/3757] lr: 1.000e-02, eta: 4 days, 9:26:43, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2791, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.2226, loss: 3.5017, grad_norm: 6.9706 2021-07-05 15:07:38,773 - mmaction - INFO - Epoch [57][1320/3757] lr: 1.000e-02, eta: 4 days, 9:26:20, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3316, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.2413, loss: 3.5729, grad_norm: 7.0119 2021-07-05 15:08:01,019 - mmaction - INFO - Epoch [57][1340/3757] lr: 1.000e-02, eta: 4 days, 9:26:00, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.2676, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1456, loss: 3.4132, grad_norm: 6.8174 2021-07-05 15:08:22,932 - mmaction - INFO - Epoch [57][1360/3757] lr: 1.000e-02, eta: 4 days, 9:25:39, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1725, loss: 3.4356, grad_norm: 7.0710 2021-07-05 15:08:44,016 - mmaction - INFO - Epoch [57][1380/3757] lr: 1.000e-02, eta: 4 days, 9:25:17, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2312, top1_acc: 0.5188, top5_acc: 0.7477, loss_cls: 2.0949, loss: 3.3261, grad_norm: 6.6366 2021-07-05 15:09:05,677 - mmaction - INFO - Epoch [57][1400/3757] lr: 1.000e-02, eta: 4 days, 9:24:55, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2418, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.1480, loss: 3.3898, grad_norm: 6.6873 2021-07-05 15:09:27,034 - mmaction - INFO - Epoch [57][1420/3757] lr: 1.000e-02, eta: 4 days, 9:24:33, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.3070, top1_acc: 0.5039, top5_acc: 0.7477, loss_cls: 2.2061, loss: 3.5131, grad_norm: 6.7994 2021-07-05 15:09:49,091 - mmaction - INFO - Epoch [57][1440/3757] lr: 1.000e-02, eta: 4 days, 9:24:12, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2525, top1_acc: 0.5062, top5_acc: 0.7211, loss_cls: 2.1702, loss: 3.4227, grad_norm: 6.7236 2021-07-05 15:10:10,372 - mmaction - INFO - Epoch [57][1460/3757] lr: 1.000e-02, eta: 4 days, 9:23:50, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2168, top1_acc: 0.5281, top5_acc: 0.7633, loss_cls: 2.0101, loss: 3.2268, grad_norm: 6.5101 2021-07-05 15:10:31,643 - mmaction - INFO - Epoch [57][1480/3757] lr: 1.000e-02, eta: 4 days, 9:23:28, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2843, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.1959, loss: 3.4803, grad_norm: 6.7452 2021-07-05 15:10:54,228 - mmaction - INFO - Epoch [57][1500/3757] lr: 1.000e-02, eta: 4 days, 9:23:08, time: 1.129, data_time: 0.003, memory: 6921, loss_aux: 1.2761, top1_acc: 0.5086, top5_acc: 0.7234, loss_cls: 2.1733, loss: 3.4494, grad_norm: 6.7721 2021-07-05 15:11:16,132 - mmaction - INFO - Epoch [57][1520/3757] lr: 1.000e-02, eta: 4 days, 9:22:47, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2194, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0307, loss: 3.2501, grad_norm: 6.6111 2021-07-05 15:11:37,548 - mmaction - INFO - Epoch [57][1540/3757] lr: 1.000e-02, eta: 4 days, 9:22:25, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2624, top1_acc: 0.5055, top5_acc: 0.7266, loss_cls: 2.1370, loss: 3.3993, grad_norm: 6.7016 2021-07-05 15:11:59,484 - mmaction - INFO - Epoch [57][1560/3757] lr: 1.000e-02, eta: 4 days, 9:22:04, time: 1.096, data_time: 0.001, memory: 6921, loss_aux: 1.2223, top1_acc: 0.5164, top5_acc: 0.7312, loss_cls: 2.1035, loss: 3.3259, grad_norm: 6.6441 2021-07-05 15:12:20,739 - mmaction - INFO - Epoch [57][1580/3757] lr: 1.000e-02, eta: 4 days, 9:21:42, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2394, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.0743, loss: 3.3137, grad_norm: 6.7918 2021-07-05 15:12:41,946 - mmaction - INFO - Epoch [57][1600/3757] lr: 1.000e-02, eta: 4 days, 9:21:20, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2706, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.1829, loss: 3.4535, grad_norm: 6.9206 2021-07-05 15:13:03,386 - mmaction - INFO - Epoch [57][1620/3757] lr: 1.000e-02, eta: 4 days, 9:20:58, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2378, top1_acc: 0.5289, top5_acc: 0.7469, loss_cls: 2.1036, loss: 3.3414, grad_norm: 6.7902 2021-07-05 15:13:25,421 - mmaction - INFO - Epoch [57][1640/3757] lr: 1.000e-02, eta: 4 days, 9:20:38, time: 1.100, data_time: 0.001, memory: 6921, loss_aux: 1.2416, top1_acc: 0.5133, top5_acc: 0.7328, loss_cls: 2.1063, loss: 3.3479, grad_norm: 6.5458 2021-07-05 15:13:46,647 - mmaction - INFO - Epoch [57][1660/3757] lr: 1.000e-02, eta: 4 days, 9:20:15, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2886, top1_acc: 0.5023, top5_acc: 0.7281, loss_cls: 2.2024, loss: 3.4910, grad_norm: 6.8437 2021-07-05 15:14:07,766 - mmaction - INFO - Epoch [57][1680/3757] lr: 1.000e-02, eta: 4 days, 9:19:53, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3047, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.2388, loss: 3.5434, grad_norm: 6.7866 2021-07-05 15:14:29,557 - mmaction - INFO - Epoch [57][1700/3757] lr: 1.000e-02, eta: 4 days, 9:19:32, time: 1.088, data_time: 0.028, memory: 6921, loss_aux: 1.2530, top1_acc: 0.4930, top5_acc: 0.7414, loss_cls: 2.1749, loss: 3.4279, grad_norm: 6.7185 2021-07-05 15:14:51,111 - mmaction - INFO - Epoch [57][1720/3757] lr: 1.000e-02, eta: 4 days, 9:19:10, time: 1.076, data_time: 0.006, memory: 6921, loss_aux: 1.2923, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.2199, loss: 3.5122, grad_norm: 6.8027 2021-07-05 15:15:12,388 - mmaction - INFO - Epoch [57][1740/3757] lr: 1.000e-02, eta: 4 days, 9:18:48, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2698, top1_acc: 0.5156, top5_acc: 0.7312, loss_cls: 2.1736, loss: 3.4434, grad_norm: 6.6747 2021-07-05 15:15:36,239 - mmaction - INFO - Epoch [57][1760/3757] lr: 1.000e-02, eta: 4 days, 9:18:30, time: 1.194, data_time: 0.003, memory: 6921, loss_aux: 1.3006, top1_acc: 0.5141, top5_acc: 0.7320, loss_cls: 2.1700, loss: 3.4706, grad_norm: 6.7005 2021-07-05 15:15:56,998 - mmaction - INFO - Epoch [57][1780/3757] lr: 1.000e-02, eta: 4 days, 9:18:07, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.2927, top1_acc: 0.4914, top5_acc: 0.7344, loss_cls: 2.2184, loss: 3.5110, grad_norm: 6.8533 2021-07-05 15:16:18,292 - mmaction - INFO - Epoch [57][1800/3757] lr: 1.000e-02, eta: 4 days, 9:17:45, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2396, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1294, loss: 3.3690, grad_norm: 6.5751 2021-07-05 15:16:39,556 - mmaction - INFO - Epoch [57][1820/3757] lr: 1.000e-02, eta: 4 days, 9:17:23, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.1979, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0778, loss: 3.2757, grad_norm: 6.7956 2021-07-05 15:17:01,910 - mmaction - INFO - Epoch [57][1840/3757] lr: 1.000e-02, eta: 4 days, 9:17:03, time: 1.117, data_time: 0.001, memory: 6921, loss_aux: 1.2329, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1329, loss: 3.3658, grad_norm: 6.9049 2021-07-05 15:17:23,405 - mmaction - INFO - Epoch [57][1860/3757] lr: 1.000e-02, eta: 4 days, 9:16:41, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.3110, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.2889, loss: 3.5999, grad_norm: 6.7865 2021-07-05 15:17:44,601 - mmaction - INFO - Epoch [57][1880/3757] lr: 1.000e-02, eta: 4 days, 9:16:19, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2661, top1_acc: 0.5164, top5_acc: 0.7328, loss_cls: 2.1183, loss: 3.3844, grad_norm: 6.6365 2021-07-05 15:18:05,760 - mmaction - INFO - Epoch [57][1900/3757] lr: 1.000e-02, eta: 4 days, 9:15:57, time: 1.057, data_time: 0.007, memory: 6921, loss_aux: 1.2474, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1281, loss: 3.3755, grad_norm: 6.8630 2021-07-05 15:18:27,086 - mmaction - INFO - Epoch [57][1920/3757] lr: 1.000e-02, eta: 4 days, 9:15:35, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2551, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1231, loss: 3.3782, grad_norm: 6.6598 2021-07-05 15:18:48,527 - mmaction - INFO - Epoch [57][1940/3757] lr: 1.000e-02, eta: 4 days, 9:15:13, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2358, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.1273, loss: 3.3632, grad_norm: 6.7869 2021-07-05 15:19:10,430 - mmaction - INFO - Epoch [57][1960/3757] lr: 1.000e-02, eta: 4 days, 9:14:52, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2648, top1_acc: 0.5125, top5_acc: 0.7547, loss_cls: 2.1148, loss: 3.3796, grad_norm: 6.9027 2021-07-05 15:19:31,633 - mmaction - INFO - Epoch [57][1980/3757] lr: 1.000e-02, eta: 4 days, 9:14:30, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2674, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1564, loss: 3.4239, grad_norm: 6.6507 2021-07-05 15:19:53,021 - mmaction - INFO - Epoch [57][2000/3757] lr: 1.000e-02, eta: 4 days, 9:14:08, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.2227, top1_acc: 0.5281, top5_acc: 0.7422, loss_cls: 2.1103, loss: 3.3331, grad_norm: 6.5116 2021-07-05 15:20:14,340 - mmaction - INFO - Epoch [57][2020/3757] lr: 1.000e-02, eta: 4 days, 9:13:46, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.2817, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.1406, loss: 3.4223, grad_norm: 6.6924 2021-07-05 15:20:35,530 - mmaction - INFO - Epoch [57][2040/3757] lr: 1.000e-02, eta: 4 days, 9:13:24, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2297, top1_acc: 0.5195, top5_acc: 0.7383, loss_cls: 2.0876, loss: 3.3173, grad_norm: 6.8284 2021-07-05 15:20:57,992 - mmaction - INFO - Epoch [57][2060/3757] lr: 1.000e-02, eta: 4 days, 9:13:03, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 1.2789, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1494, loss: 3.4282, grad_norm: 6.7199 2021-07-05 15:21:20,619 - mmaction - INFO - Epoch [57][2080/3757] lr: 1.000e-02, eta: 4 days, 9:12:44, time: 1.132, data_time: 0.003, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.1289, loss: 3.3884, grad_norm: 6.8259 2021-07-05 15:21:41,699 - mmaction - INFO - Epoch [57][2100/3757] lr: 1.000e-02, eta: 4 days, 9:12:21, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2847, top1_acc: 0.5031, top5_acc: 0.7234, loss_cls: 2.1900, loss: 3.4747, grad_norm: 6.8013 2021-07-05 15:22:02,561 - mmaction - INFO - Epoch [57][2120/3757] lr: 1.000e-02, eta: 4 days, 9:11:58, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.2661, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1667, loss: 3.4328, grad_norm: 6.9271 2021-07-05 15:22:23,876 - mmaction - INFO - Epoch [57][2140/3757] lr: 1.000e-02, eta: 4 days, 9:11:36, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2644, top1_acc: 0.5070, top5_acc: 0.7586, loss_cls: 2.1590, loss: 3.4234, grad_norm: 6.7664 2021-07-05 15:22:45,721 - mmaction - INFO - Epoch [57][2160/3757] lr: 1.000e-02, eta: 4 days, 9:11:15, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.2797, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2030, loss: 3.4827, grad_norm: 6.8865 2021-07-05 15:23:07,058 - mmaction - INFO - Epoch [57][2180/3757] lr: 1.000e-02, eta: 4 days, 9:10:53, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2568, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1717, loss: 3.4285, grad_norm: 6.7080 2021-07-05 15:23:28,832 - mmaction - INFO - Epoch [57][2200/3757] lr: 1.000e-02, eta: 4 days, 9:10:32, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2110, top1_acc: 0.5367, top5_acc: 0.7664, loss_cls: 2.0216, loss: 3.2326, grad_norm: 6.7476 2021-07-05 15:23:50,111 - mmaction - INFO - Epoch [57][2220/3757] lr: 1.000e-02, eta: 4 days, 9:10:10, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2623, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1590, loss: 3.4213, grad_norm: 6.8701 2021-07-05 15:24:11,620 - mmaction - INFO - Epoch [57][2240/3757] lr: 1.000e-02, eta: 4 days, 9:09:48, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2453, top1_acc: 0.5219, top5_acc: 0.7359, loss_cls: 2.1161, loss: 3.3614, grad_norm: 6.6162 2021-07-05 15:24:33,191 - mmaction - INFO - Epoch [57][2260/3757] lr: 1.000e-02, eta: 4 days, 9:09:27, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2199, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0664, loss: 3.2863, grad_norm: 6.6433 2021-07-05 15:24:54,594 - mmaction - INFO - Epoch [57][2280/3757] lr: 1.000e-02, eta: 4 days, 9:09:05, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2591, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.1476, loss: 3.4066, grad_norm: 6.9067 2021-07-05 15:25:16,748 - mmaction - INFO - Epoch [57][2300/3757] lr: 1.000e-02, eta: 4 days, 9:08:44, time: 1.108, data_time: 0.005, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.2565, loss: 3.5526, grad_norm: 6.7304 2021-07-05 15:25:37,810 - mmaction - INFO - Epoch [57][2320/3757] lr: 1.000e-02, eta: 4 days, 9:08:22, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2177, top1_acc: 0.5234, top5_acc: 0.7508, loss_cls: 2.0623, loss: 3.2800, grad_norm: 6.6129 2021-07-05 15:26:00,256 - mmaction - INFO - Epoch [57][2340/3757] lr: 1.000e-02, eta: 4 days, 9:08:02, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 1.3047, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2484, loss: 3.5531, grad_norm: 6.9335 2021-07-05 15:26:21,582 - mmaction - INFO - Epoch [57][2360/3757] lr: 1.000e-02, eta: 4 days, 9:07:40, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.3208, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.2160, loss: 3.5368, grad_norm: 6.8047 2021-07-05 15:26:42,582 - mmaction - INFO - Epoch [57][2380/3757] lr: 1.000e-02, eta: 4 days, 9:07:17, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.3139, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2555, loss: 3.5694, grad_norm: 6.8249 2021-07-05 15:27:04,749 - mmaction - INFO - Epoch [57][2400/3757] lr: 1.000e-02, eta: 4 days, 9:06:57, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.2397, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1673, loss: 3.4071, grad_norm: 6.8025 2021-07-05 15:27:26,575 - mmaction - INFO - Epoch [57][2420/3757] lr: 1.000e-02, eta: 4 days, 9:06:35, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.2386, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.0986, loss: 3.3372, grad_norm: 6.6829 2021-07-05 15:27:47,799 - mmaction - INFO - Epoch [57][2440/3757] lr: 1.000e-02, eta: 4 days, 9:06:13, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.2861, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.1419, loss: 3.4280, grad_norm: 6.6769 2021-07-05 15:28:09,232 - mmaction - INFO - Epoch [57][2460/3757] lr: 1.000e-02, eta: 4 days, 9:05:51, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.2451, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1733, loss: 3.4184, grad_norm: 6.7542 2021-07-05 15:28:31,507 - mmaction - INFO - Epoch [57][2480/3757] lr: 1.000e-02, eta: 4 days, 9:05:31, time: 1.116, data_time: 0.005, memory: 6921, loss_aux: 1.3030, top1_acc: 0.5016, top5_acc: 0.7172, loss_cls: 2.2539, loss: 3.5569, grad_norm: 6.6750 2021-07-05 15:28:52,791 - mmaction - INFO - Epoch [57][2500/3757] lr: 1.000e-02, eta: 4 days, 9:05:09, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.2778, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2207, loss: 3.4985, grad_norm: 6.6778 2021-07-05 15:29:13,895 - mmaction - INFO - Epoch [57][2520/3757] lr: 1.000e-02, eta: 4 days, 9:04:47, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2714, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1768, loss: 3.4481, grad_norm: 6.8368 2021-07-05 15:29:35,045 - mmaction - INFO - Epoch [57][2540/3757] lr: 1.000e-02, eta: 4 days, 9:04:24, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3624, top1_acc: 0.4805, top5_acc: 0.7008, loss_cls: 2.3175, loss: 3.6799, grad_norm: 6.9113 2021-07-05 15:29:56,363 - mmaction - INFO - Epoch [57][2560/3757] lr: 1.000e-02, eta: 4 days, 9:04:02, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2234, top1_acc: 0.5102, top5_acc: 0.7578, loss_cls: 2.0875, loss: 3.3109, grad_norm: 6.7184 2021-07-05 15:30:19,565 - mmaction - INFO - Epoch [57][2580/3757] lr: 1.000e-02, eta: 4 days, 9:03:43, time: 1.160, data_time: 0.002, memory: 6921, loss_aux: 1.2463, top1_acc: 0.5266, top5_acc: 0.7344, loss_cls: 2.1440, loss: 3.3903, grad_norm: 6.7036 2021-07-05 15:30:40,617 - mmaction - INFO - Epoch [57][2600/3757] lr: 1.000e-02, eta: 4 days, 9:03:21, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2563, top1_acc: 0.4961, top5_acc: 0.7242, loss_cls: 2.1879, loss: 3.4442, grad_norm: 6.8929 2021-07-05 15:31:01,776 - mmaction - INFO - Epoch [57][2620/3757] lr: 1.000e-02, eta: 4 days, 9:02:59, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2297, top1_acc: 0.5320, top5_acc: 0.7492, loss_cls: 2.0592, loss: 3.2888, grad_norm: 6.5735 2021-07-05 15:31:23,381 - mmaction - INFO - Epoch [57][2640/3757] lr: 1.000e-02, eta: 4 days, 9:02:37, time: 1.082, data_time: 0.024, memory: 6921, loss_aux: 1.2195, top1_acc: 0.5219, top5_acc: 0.7523, loss_cls: 2.0747, loss: 3.2943, grad_norm: 6.7322 2021-07-05 15:31:45,173 - mmaction - INFO - Epoch [57][2660/3757] lr: 1.000e-02, eta: 4 days, 9:02:16, time: 1.089, data_time: 0.001, memory: 6921, loss_aux: 1.2588, top1_acc: 0.5273, top5_acc: 0.7445, loss_cls: 2.1645, loss: 3.4233, grad_norm: 6.8240 2021-07-05 15:32:07,046 - mmaction - INFO - Epoch [57][2680/3757] lr: 1.000e-02, eta: 4 days, 9:01:55, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2390, top1_acc: 0.5031, top5_acc: 0.7344, loss_cls: 2.1599, loss: 3.3990, grad_norm: 6.7969 2021-07-05 15:32:29,013 - mmaction - INFO - Epoch [57][2700/3757] lr: 1.000e-02, eta: 4 days, 9:01:34, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2806, top1_acc: 0.4883, top5_acc: 0.7336, loss_cls: 2.2162, loss: 3.4968, grad_norm: 6.8544 2021-07-05 15:32:50,455 - mmaction - INFO - Epoch [57][2720/3757] lr: 1.000e-02, eta: 4 days, 9:01:12, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.3032, top1_acc: 0.5102, top5_acc: 0.7297, loss_cls: 2.2125, loss: 3.5157, grad_norm: 6.7813 2021-07-05 15:33:11,719 - mmaction - INFO - Epoch [57][2740/3757] lr: 1.000e-02, eta: 4 days, 9:00:50, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3080, top1_acc: 0.4898, top5_acc: 0.7188, loss_cls: 2.2301, loss: 3.5381, grad_norm: 6.6474 2021-07-05 15:33:33,742 - mmaction - INFO - Epoch [57][2760/3757] lr: 1.000e-02, eta: 4 days, 9:00:29, time: 1.101, data_time: 0.062, memory: 6921, loss_aux: 1.3274, top1_acc: 0.4859, top5_acc: 0.7172, loss_cls: 2.2799, loss: 3.6072, grad_norm: 6.8852 2021-07-05 15:33:55,224 - mmaction - INFO - Epoch [57][2780/3757] lr: 1.000e-02, eta: 4 days, 9:00:07, time: 1.074, data_time: 0.024, memory: 6921, loss_aux: 1.2724, top1_acc: 0.5031, top5_acc: 0.7242, loss_cls: 2.2029, loss: 3.4754, grad_norm: 6.6452 2021-07-05 15:34:16,467 - mmaction - INFO - Epoch [57][2800/3757] lr: 1.000e-02, eta: 4 days, 8:59:45, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.3264, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.2452, loss: 3.5716, grad_norm: 6.8524 2021-07-05 15:34:37,676 - mmaction - INFO - Epoch [57][2820/3757] lr: 1.000e-02, eta: 4 days, 8:59:23, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.2526, top1_acc: 0.5266, top5_acc: 0.7422, loss_cls: 2.0701, loss: 3.3227, grad_norm: 6.7128 2021-07-05 15:35:00,077 - mmaction - INFO - Epoch [57][2840/3757] lr: 1.000e-02, eta: 4 days, 8:59:03, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 1.2082, top1_acc: 0.5391, top5_acc: 0.7516, loss_cls: 2.0749, loss: 3.2831, grad_norm: 6.6901 2021-07-05 15:35:21,380 - mmaction - INFO - Epoch [57][2860/3757] lr: 1.000e-02, eta: 4 days, 8:58:41, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3339, top1_acc: 0.4820, top5_acc: 0.7008, loss_cls: 2.3061, loss: 3.6400, grad_norm: 6.9089 2021-07-05 15:35:43,577 - mmaction - INFO - Epoch [57][2880/3757] lr: 1.000e-02, eta: 4 days, 8:58:20, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 1.3029, top1_acc: 0.4945, top5_acc: 0.7211, loss_cls: 2.2281, loss: 3.5310, grad_norm: 6.9251 2021-07-05 15:36:04,621 - mmaction - INFO - Epoch [57][2900/3757] lr: 1.000e-02, eta: 4 days, 8:57:58, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2644, top1_acc: 0.5109, top5_acc: 0.7148, loss_cls: 2.1669, loss: 3.4313, grad_norm: 6.8087 2021-07-05 15:36:25,965 - mmaction - INFO - Epoch [57][2920/3757] lr: 1.000e-02, eta: 4 days, 8:57:36, time: 1.066, data_time: 0.032, memory: 6921, loss_aux: 1.2542, top1_acc: 0.5047, top5_acc: 0.7461, loss_cls: 2.1615, loss: 3.4157, grad_norm: 6.7878 2021-07-05 15:36:47,147 - mmaction - INFO - Epoch [57][2940/3757] lr: 1.000e-02, eta: 4 days, 8:57:14, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5211, top5_acc: 0.7211, loss_cls: 2.1542, loss: 3.4253, grad_norm: 6.6630 2021-07-05 15:37:08,840 - mmaction - INFO - Epoch [57][2960/3757] lr: 1.000e-02, eta: 4 days, 8:56:52, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.2391, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.1026, loss: 3.3417, grad_norm: 6.6159 2021-07-05 15:37:29,929 - mmaction - INFO - Epoch [57][2980/3757] lr: 1.000e-02, eta: 4 days, 8:56:30, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2903, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2010, loss: 3.4913, grad_norm: 6.7271 2021-07-05 15:37:51,707 - mmaction - INFO - Epoch [57][3000/3757] lr: 1.000e-02, eta: 4 days, 8:56:09, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.2433, top1_acc: 0.5156, top5_acc: 0.7461, loss_cls: 2.1149, loss: 3.3581, grad_norm: 6.8010 2021-07-05 15:38:13,008 - mmaction - INFO - Epoch [57][3020/3757] lr: 1.000e-02, eta: 4 days, 8:55:47, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2762, top1_acc: 0.5109, top5_acc: 0.7211, loss_cls: 2.1987, loss: 3.4749, grad_norm: 6.9677 2021-07-05 15:38:34,381 - mmaction - INFO - Epoch [57][3040/3757] lr: 1.000e-02, eta: 4 days, 8:55:25, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.2385, top1_acc: 0.5195, top5_acc: 0.7383, loss_cls: 2.1164, loss: 3.3549, grad_norm: 6.7647 2021-07-05 15:38:56,286 - mmaction - INFO - Epoch [57][3060/3757] lr: 1.000e-02, eta: 4 days, 8:55:04, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2987, top1_acc: 0.4992, top5_acc: 0.7102, loss_cls: 2.2458, loss: 3.5445, grad_norm: 6.8785 2021-07-05 15:39:17,408 - mmaction - INFO - Epoch [57][3080/3757] lr: 1.000e-02, eta: 4 days, 8:54:41, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2918, top1_acc: 0.4906, top5_acc: 0.7305, loss_cls: 2.2144, loss: 3.5062, grad_norm: 6.7939 2021-07-05 15:39:39,121 - mmaction - INFO - Epoch [57][3100/3757] lr: 1.000e-02, eta: 4 days, 8:54:20, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2690, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.1571, loss: 3.4261, grad_norm: 6.7000 2021-07-05 15:40:00,808 - mmaction - INFO - Epoch [57][3120/3757] lr: 1.000e-02, eta: 4 days, 8:53:59, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.2559, top1_acc: 0.4945, top5_acc: 0.7320, loss_cls: 2.1950, loss: 3.4509, grad_norm: 6.9821 2021-07-05 15:40:22,134 - mmaction - INFO - Epoch [57][3140/3757] lr: 1.000e-02, eta: 4 days, 8:53:37, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2756, top1_acc: 0.5062, top5_acc: 0.7258, loss_cls: 2.1738, loss: 3.4494, grad_norm: 6.9435 2021-07-05 15:40:45,158 - mmaction - INFO - Epoch [57][3160/3757] lr: 1.000e-02, eta: 4 days, 8:53:17, time: 1.152, data_time: 0.003, memory: 6921, loss_aux: 1.2339, top1_acc: 0.5258, top5_acc: 0.7492, loss_cls: 2.1374, loss: 3.3712, grad_norm: 6.6651 2021-07-05 15:41:06,018 - mmaction - INFO - Epoch [57][3180/3757] lr: 1.000e-02, eta: 4 days, 8:52:55, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2406, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1350, loss: 3.3756, grad_norm: 6.5770 2021-07-05 15:41:27,312 - mmaction - INFO - Epoch [57][3200/3757] lr: 1.000e-02, eta: 4 days, 8:52:33, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.2235, top1_acc: 0.5281, top5_acc: 0.7648, loss_cls: 2.0374, loss: 3.2609, grad_norm: 6.6230 2021-07-05 15:41:49,068 - mmaction - INFO - Epoch [57][3220/3757] lr: 1.000e-02, eta: 4 days, 8:52:11, time: 1.088, data_time: 0.042, memory: 6921, loss_aux: 1.2791, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1905, loss: 3.4696, grad_norm: 7.0404 2021-07-05 15:42:11,451 - mmaction - INFO - Epoch [57][3240/3757] lr: 1.000e-02, eta: 4 days, 8:51:51, time: 1.118, data_time: 0.072, memory: 6921, loss_aux: 1.2050, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.1212, loss: 3.3263, grad_norm: 6.8309 2021-07-05 15:42:32,658 - mmaction - INFO - Epoch [57][3260/3757] lr: 1.000e-02, eta: 4 days, 8:51:29, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2492, top1_acc: 0.5227, top5_acc: 0.7422, loss_cls: 2.1284, loss: 3.3776, grad_norm: 6.6562 2021-07-05 15:42:54,324 - mmaction - INFO - Epoch [57][3280/3757] lr: 1.000e-02, eta: 4 days, 8:51:07, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.2782, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1594, loss: 3.4376, grad_norm: 6.5235 2021-07-05 15:43:15,521 - mmaction - INFO - Epoch [57][3300/3757] lr: 1.000e-02, eta: 4 days, 8:50:45, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2941, top1_acc: 0.5070, top5_acc: 0.7125, loss_cls: 2.2459, loss: 3.5400, grad_norm: 6.7581 2021-07-05 15:43:37,717 - mmaction - INFO - Epoch [57][3320/3757] lr: 1.000e-02, eta: 4 days, 8:50:25, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.2692, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1742, loss: 3.4435, grad_norm: 6.7370 2021-07-05 15:43:59,665 - mmaction - INFO - Epoch [57][3340/3757] lr: 1.000e-02, eta: 4 days, 8:50:04, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.2363, top1_acc: 0.5250, top5_acc: 0.7430, loss_cls: 2.1064, loss: 3.3427, grad_norm: 6.7133 2021-07-05 15:44:20,794 - mmaction - INFO - Epoch [57][3360/3757] lr: 1.000e-02, eta: 4 days, 8:49:41, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2900, top1_acc: 0.4953, top5_acc: 0.7234, loss_cls: 2.2394, loss: 3.5294, grad_norm: 6.8316 2021-07-05 15:44:43,016 - mmaction - INFO - Epoch [57][3380/3757] lr: 1.000e-02, eta: 4 days, 8:49:21, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.2605, top1_acc: 0.4852, top5_acc: 0.7289, loss_cls: 2.1967, loss: 3.4572, grad_norm: 6.6054 2021-07-05 15:45:04,145 - mmaction - INFO - Epoch [57][3400/3757] lr: 1.000e-02, eta: 4 days, 8:48:59, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.3413, top1_acc: 0.4797, top5_acc: 0.7156, loss_cls: 2.2730, loss: 3.6144, grad_norm: 6.9965 2021-07-05 15:45:25,555 - mmaction - INFO - Epoch [57][3420/3757] lr: 1.000e-02, eta: 4 days, 8:48:37, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.2018, loss: 3.4987, grad_norm: 6.8748 2021-07-05 15:45:48,028 - mmaction - INFO - Epoch [57][3440/3757] lr: 1.000e-02, eta: 4 days, 8:48:17, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 1.3322, top1_acc: 0.4961, top5_acc: 0.7297, loss_cls: 2.2473, loss: 3.5795, grad_norm: 7.0945 2021-07-05 15:46:09,177 - mmaction - INFO - Epoch [57][3460/3757] lr: 1.000e-02, eta: 4 days, 8:47:54, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2747, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1921, loss: 3.4667, grad_norm: 7.0860 2021-07-05 15:46:30,973 - mmaction - INFO - Epoch [57][3480/3757] lr: 1.000e-02, eta: 4 days, 8:47:33, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.3057, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2798, loss: 3.5854, grad_norm: 6.9054 2021-07-05 15:46:52,397 - mmaction - INFO - Epoch [57][3500/3757] lr: 1.000e-02, eta: 4 days, 8:47:11, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3150, top1_acc: 0.4758, top5_acc: 0.7297, loss_cls: 2.2570, loss: 3.5720, grad_norm: 6.8369 2021-07-05 15:47:14,720 - mmaction - INFO - Epoch [57][3520/3757] lr: 1.000e-02, eta: 4 days, 8:46:51, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2303, top1_acc: 0.5172, top5_acc: 0.7391, loss_cls: 2.1391, loss: 3.3693, grad_norm: 6.6382 2021-07-05 15:47:35,928 - mmaction - INFO - Epoch [57][3540/3757] lr: 1.000e-02, eta: 4 days, 8:46:29, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2577, top1_acc: 0.5172, top5_acc: 0.7398, loss_cls: 2.1657, loss: 3.4234, grad_norm: 6.6312 2021-07-05 15:47:57,040 - mmaction - INFO - Epoch [57][3560/3757] lr: 1.000e-02, eta: 4 days, 8:46:06, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2930, top1_acc: 0.4953, top5_acc: 0.7156, loss_cls: 2.2137, loss: 3.5067, grad_norm: 6.8572 2021-07-05 15:48:18,496 - mmaction - INFO - Epoch [57][3580/3757] lr: 1.000e-02, eta: 4 days, 8:45:45, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2705, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1551, loss: 3.4257, grad_norm: 6.9254 2021-07-05 15:48:40,162 - mmaction - INFO - Epoch [57][3600/3757] lr: 1.000e-02, eta: 4 days, 8:45:23, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2955, top1_acc: 0.4930, top5_acc: 0.7102, loss_cls: 2.1903, loss: 3.4858, grad_norm: 6.7749 2021-07-05 15:49:02,562 - mmaction - INFO - Epoch [57][3620/3757] lr: 1.000e-02, eta: 4 days, 8:45:03, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 1.2220, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0850, loss: 3.3070, grad_norm: 6.7180 2021-07-05 15:49:23,824 - mmaction - INFO - Epoch [57][3640/3757] lr: 1.000e-02, eta: 4 days, 8:44:41, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2444, top1_acc: 0.5086, top5_acc: 0.7312, loss_cls: 2.1521, loss: 3.3965, grad_norm: 6.6565 2021-07-05 15:49:45,052 - mmaction - INFO - Epoch [57][3660/3757] lr: 1.000e-02, eta: 4 days, 8:44:19, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.2670, top1_acc: 0.5266, top5_acc: 0.7523, loss_cls: 2.1380, loss: 3.4050, grad_norm: 6.5852 2021-07-05 15:50:06,161 - mmaction - INFO - Epoch [57][3680/3757] lr: 1.000e-02, eta: 4 days, 8:43:56, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2672, top1_acc: 0.5055, top5_acc: 0.7289, loss_cls: 2.1576, loss: 3.4248, grad_norm: 6.5155 2021-07-05 15:50:27,928 - mmaction - INFO - Epoch [57][3700/3757] lr: 1.000e-02, eta: 4 days, 8:43:35, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.2786, top1_acc: 0.5047, top5_acc: 0.7375, loss_cls: 2.1835, loss: 3.4621, grad_norm: 6.7656 2021-07-05 15:50:48,896 - mmaction - INFO - Epoch [57][3720/3757] lr: 1.000e-02, eta: 4 days, 8:43:12, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2563, top1_acc: 0.5148, top5_acc: 0.7312, loss_cls: 2.1459, loss: 3.4022, grad_norm: 6.8567 2021-07-05 15:51:10,828 - mmaction - INFO - Epoch [57][3740/3757] lr: 1.000e-02, eta: 4 days, 8:42:52, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2532, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1807, loss: 3.4339, grad_norm: 6.8566 2021-07-05 15:51:29,113 - mmaction - INFO - Saving checkpoint at 57 epochs 2021-07-05 15:52:32,767 - mmaction - INFO - Epoch [58][20/3757] lr: 1.000e-02, eta: 4 days, 8:42:48, time: 3.105, data_time: 2.069, memory: 6921, loss_aux: 1.2062, top1_acc: 0.5312, top5_acc: 0.7516, loss_cls: 2.0709, loss: 3.2771, grad_norm: 6.7632 2021-07-05 15:52:54,646 - mmaction - INFO - Epoch [58][40/3757] lr: 1.000e-02, eta: 4 days, 8:42:27, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.2007, top1_acc: 0.5219, top5_acc: 0.7758, loss_cls: 2.0019, loss: 3.2025, grad_norm: 6.6920 2021-07-05 15:53:17,209 - mmaction - INFO - Epoch [58][60/3757] lr: 1.000e-02, eta: 4 days, 8:42:07, time: 1.127, data_time: 0.002, memory: 6921, loss_aux: 1.2287, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 2.0889, loss: 3.3176, grad_norm: 6.9003 2021-07-05 15:53:38,834 - mmaction - INFO - Epoch [58][80/3757] lr: 1.000e-02, eta: 4 days, 8:41:45, time: 1.081, data_time: 0.035, memory: 6921, loss_aux: 1.2554, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.1690, loss: 3.4243, grad_norm: 6.8926 2021-07-05 15:54:00,033 - mmaction - INFO - Epoch [58][100/3757] lr: 1.000e-02, eta: 4 days, 8:41:23, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2894, top1_acc: 0.5078, top5_acc: 0.7188, loss_cls: 2.2007, loss: 3.4901, grad_norm: 6.7657 2021-07-05 15:54:21,814 - mmaction - INFO - Epoch [58][120/3757] lr: 1.000e-02, eta: 4 days, 8:41:02, time: 1.089, data_time: 0.045, memory: 6921, loss_aux: 1.2383, top1_acc: 0.5195, top5_acc: 0.7375, loss_cls: 2.0979, loss: 3.3362, grad_norm: 6.7513 2021-07-05 15:54:44,074 - mmaction - INFO - Epoch [58][140/3757] lr: 1.000e-02, eta: 4 days, 8:40:41, time: 1.113, data_time: 0.069, memory: 6921, loss_aux: 1.2233, top1_acc: 0.5234, top5_acc: 0.7445, loss_cls: 2.0658, loss: 3.2892, grad_norm: 6.5779 2021-07-05 15:55:05,851 - mmaction - INFO - Epoch [58][160/3757] lr: 1.000e-02, eta: 4 days, 8:40:20, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.1349, loss: 3.3944, grad_norm: 6.9435 2021-07-05 15:55:28,033 - mmaction - INFO - Epoch [58][180/3757] lr: 1.000e-02, eta: 4 days, 8:39:59, time: 1.110, data_time: 0.073, memory: 6921, loss_aux: 1.2457, top1_acc: 0.5305, top5_acc: 0.7508, loss_cls: 2.1183, loss: 3.3640, grad_norm: 6.6427 2021-07-05 15:55:49,615 - mmaction - INFO - Epoch [58][200/3757] lr: 1.000e-02, eta: 4 days, 8:39:38, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3012, top1_acc: 0.5023, top5_acc: 0.7227, loss_cls: 2.1932, loss: 3.4944, grad_norm: 6.7240 2021-07-05 15:56:11,608 - mmaction - INFO - Epoch [58][220/3757] lr: 1.000e-02, eta: 4 days, 8:39:17, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.2162, top1_acc: 0.5195, top5_acc: 0.7578, loss_cls: 2.0862, loss: 3.3024, grad_norm: 6.7586 2021-07-05 15:56:32,473 - mmaction - INFO - Epoch [58][240/3757] lr: 1.000e-02, eta: 4 days, 8:38:54, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.2860, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.1836, loss: 3.4696, grad_norm: 6.8407 2021-07-05 15:56:54,412 - mmaction - INFO - Epoch [58][260/3757] lr: 1.000e-02, eta: 4 days, 8:38:33, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2781, top1_acc: 0.5188, top5_acc: 0.7328, loss_cls: 2.1106, loss: 3.3887, grad_norm: 6.7849 2021-07-05 15:57:16,208 - mmaction - INFO - Epoch [58][280/3757] lr: 1.000e-02, eta: 4 days, 8:38:12, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.3033, top1_acc: 0.4789, top5_acc: 0.7047, loss_cls: 2.2962, loss: 3.5996, grad_norm: 6.8828 2021-07-05 15:57:37,433 - mmaction - INFO - Epoch [58][300/3757] lr: 1.000e-02, eta: 4 days, 8:37:50, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2654, top1_acc: 0.5039, top5_acc: 0.7227, loss_cls: 2.1976, loss: 3.4630, grad_norm: 6.8297 2021-07-05 15:57:58,955 - mmaction - INFO - Epoch [58][320/3757] lr: 1.000e-02, eta: 4 days, 8:37:28, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5250, top5_acc: 0.7336, loss_cls: 2.1372, loss: 3.3944, grad_norm: 6.5899 2021-07-05 15:58:21,749 - mmaction - INFO - Epoch [58][340/3757] lr: 1.000e-02, eta: 4 days, 8:37:09, time: 1.141, data_time: 0.004, memory: 6921, loss_aux: 1.2876, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1852, loss: 3.4728, grad_norm: 6.7439 2021-07-05 15:58:42,870 - mmaction - INFO - Epoch [58][360/3757] lr: 1.000e-02, eta: 4 days, 8:36:46, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3058, top1_acc: 0.5125, top5_acc: 0.7328, loss_cls: 2.2232, loss: 3.5290, grad_norm: 6.9533 2021-07-05 15:59:04,130 - mmaction - INFO - Epoch [58][380/3757] lr: 1.000e-02, eta: 4 days, 8:36:24, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2460, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.0791, loss: 3.3251, grad_norm: 6.7557 2021-07-05 15:59:25,447 - mmaction - INFO - Epoch [58][400/3757] lr: 1.000e-02, eta: 4 days, 8:36:02, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2224, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.0894, loss: 3.3118, grad_norm: 6.6951 2021-07-05 15:59:47,347 - mmaction - INFO - Epoch [58][420/3757] lr: 1.000e-02, eta: 4 days, 8:35:41, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2587, top1_acc: 0.5141, top5_acc: 0.7211, loss_cls: 2.1807, loss: 3.4394, grad_norm: 6.7994 2021-07-05 16:00:08,871 - mmaction - INFO - Epoch [58][440/3757] lr: 1.000e-02, eta: 4 days, 8:35:19, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.2487, top1_acc: 0.5172, top5_acc: 0.7320, loss_cls: 2.1558, loss: 3.4045, grad_norm: 6.7684 2021-07-05 16:00:30,150 - mmaction - INFO - Epoch [58][460/3757] lr: 1.000e-02, eta: 4 days, 8:34:57, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2632, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1536, loss: 3.4168, grad_norm: 6.9989 2021-07-05 16:00:52,482 - mmaction - INFO - Epoch [58][480/3757] lr: 1.000e-02, eta: 4 days, 8:34:37, time: 1.119, data_time: 0.006, memory: 6921, loss_aux: 1.2635, top1_acc: 0.4898, top5_acc: 0.7266, loss_cls: 2.1856, loss: 3.4492, grad_norm: 6.9617 2021-07-05 16:01:13,492 - mmaction - INFO - Epoch [58][500/3757] lr: 1.000e-02, eta: 4 days, 8:34:14, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5117, top5_acc: 0.7266, loss_cls: 2.1816, loss: 3.4527, grad_norm: 6.7787 2021-07-05 16:01:35,310 - mmaction - INFO - Epoch [58][520/3757] lr: 1.000e-02, eta: 4 days, 8:33:53, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.3540, top1_acc: 0.4867, top5_acc: 0.7094, loss_cls: 2.3412, loss: 3.6952, grad_norm: 7.1133 2021-07-05 16:01:56,584 - mmaction - INFO - Epoch [58][540/3757] lr: 1.000e-02, eta: 4 days, 8:33:31, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2679, top1_acc: 0.5031, top5_acc: 0.7164, loss_cls: 2.2209, loss: 3.4888, grad_norm: 6.6816 2021-07-05 16:02:17,505 - mmaction - INFO - Epoch [58][560/3757] lr: 1.000e-02, eta: 4 days, 8:33:09, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2624, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1113, loss: 3.3737, grad_norm: 6.6132 2021-07-05 16:02:39,777 - mmaction - INFO - Epoch [58][580/3757] lr: 1.000e-02, eta: 4 days, 8:32:48, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.2622, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.1030, loss: 3.3652, grad_norm: 6.5778 2021-07-05 16:03:00,807 - mmaction - INFO - Epoch [58][600/3757] lr: 1.000e-02, eta: 4 days, 8:32:26, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2287, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.0758, loss: 3.3045, grad_norm: 6.6557 2021-07-05 16:03:22,953 - mmaction - INFO - Epoch [58][620/3757] lr: 1.000e-02, eta: 4 days, 8:32:05, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.2903, top1_acc: 0.5203, top5_acc: 0.7391, loss_cls: 2.1428, loss: 3.4331, grad_norm: 6.8227 2021-07-05 16:03:44,154 - mmaction - INFO - Epoch [58][640/3757] lr: 1.000e-02, eta: 4 days, 8:31:43, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2167, top1_acc: 0.5055, top5_acc: 0.7500, loss_cls: 2.1123, loss: 3.3291, grad_norm: 6.7657 2021-07-05 16:04:06,606 - mmaction - INFO - Epoch [58][660/3757] lr: 1.000e-02, eta: 4 days, 8:31:23, time: 1.120, data_time: 0.001, memory: 6921, loss_aux: 1.2761, top1_acc: 0.5180, top5_acc: 0.7305, loss_cls: 2.1570, loss: 3.4331, grad_norm: 6.8047 2021-07-05 16:04:27,516 - mmaction - INFO - Epoch [58][680/3757] lr: 1.000e-02, eta: 4 days, 8:31:00, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.2329, top1_acc: 0.5320, top5_acc: 0.7547, loss_cls: 2.0738, loss: 3.3068, grad_norm: 6.6578 2021-07-05 16:04:49,410 - mmaction - INFO - Epoch [58][700/3757] lr: 1.000e-02, eta: 4 days, 8:30:39, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.3275, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.2627, loss: 3.5902, grad_norm: 6.8659 2021-07-05 16:05:10,494 - mmaction - INFO - Epoch [58][720/3757] lr: 1.000e-02, eta: 4 days, 8:30:17, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2932, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2335, loss: 3.5267, grad_norm: 6.9265 2021-07-05 16:05:33,205 - mmaction - INFO - Epoch [58][740/3757] lr: 1.000e-02, eta: 4 days, 8:29:57, time: 1.136, data_time: 0.002, memory: 6921, loss_aux: 1.2140, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.1197, loss: 3.3337, grad_norm: 6.8407 2021-07-05 16:05:54,372 - mmaction - INFO - Epoch [58][760/3757] lr: 1.000e-02, eta: 4 days, 8:29:35, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2649, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1757, loss: 3.4405, grad_norm: 6.6706 2021-07-05 16:06:15,742 - mmaction - INFO - Epoch [58][780/3757] lr: 1.000e-02, eta: 4 days, 8:29:13, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2266, top1_acc: 0.5195, top5_acc: 0.7617, loss_cls: 2.1138, loss: 3.3404, grad_norm: 6.7525 2021-07-05 16:06:37,734 - mmaction - INFO - Epoch [58][800/3757] lr: 1.000e-02, eta: 4 days, 8:28:52, time: 1.099, data_time: 0.046, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5172, top5_acc: 0.7398, loss_cls: 2.1429, loss: 3.4001, grad_norm: 6.6399 2021-07-05 16:06:59,609 - mmaction - INFO - Epoch [58][820/3757] lr: 1.000e-02, eta: 4 days, 8:28:31, time: 1.095, data_time: 0.037, memory: 6921, loss_aux: 1.2369, top1_acc: 0.5258, top5_acc: 0.7438, loss_cls: 2.0814, loss: 3.3182, grad_norm: 6.7238 2021-07-05 16:07:21,235 - mmaction - INFO - Epoch [58][840/3757] lr: 1.000e-02, eta: 4 days, 8:28:09, time: 1.081, data_time: 0.014, memory: 6921, loss_aux: 1.2610, top1_acc: 0.5078, top5_acc: 0.7203, loss_cls: 2.2081, loss: 3.4691, grad_norm: 6.7779 2021-07-05 16:07:42,916 - mmaction - INFO - Epoch [58][860/3757] lr: 1.000e-02, eta: 4 days, 8:27:48, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.2989, top1_acc: 0.4898, top5_acc: 0.7352, loss_cls: 2.2420, loss: 3.5409, grad_norm: 6.9652 2021-07-05 16:08:04,343 - mmaction - INFO - Epoch [58][880/3757] lr: 1.000e-02, eta: 4 days, 8:27:26, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2949, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.2443, loss: 3.5392, grad_norm: 6.7563 2021-07-05 16:08:25,727 - mmaction - INFO - Epoch [58][900/3757] lr: 1.000e-02, eta: 4 days, 8:27:04, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3442, top1_acc: 0.4797, top5_acc: 0.7273, loss_cls: 2.3035, loss: 3.6477, grad_norm: 7.2846 2021-07-05 16:08:47,638 - mmaction - INFO - Epoch [58][920/3757] lr: 1.000e-02, eta: 4 days, 8:26:43, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.2604, top1_acc: 0.5180, top5_acc: 0.7398, loss_cls: 2.1384, loss: 3.3988, grad_norm: 6.7285 2021-07-05 16:09:08,962 - mmaction - INFO - Epoch [58][940/3757] lr: 1.000e-02, eta: 4 days, 8:26:21, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2893, top1_acc: 0.4977, top5_acc: 0.7203, loss_cls: 2.2121, loss: 3.5014, grad_norm: 6.6553 2021-07-05 16:09:30,135 - mmaction - INFO - Epoch [58][960/3757] lr: 1.000e-02, eta: 4 days, 8:25:59, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3235, top1_acc: 0.4781, top5_acc: 0.7008, loss_cls: 2.3246, loss: 3.6482, grad_norm: 7.0212 2021-07-05 16:09:52,506 - mmaction - INFO - Epoch [58][980/3757] lr: 1.000e-02, eta: 4 days, 8:25:38, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.2783, top1_acc: 0.5000, top5_acc: 0.7406, loss_cls: 2.1813, loss: 3.4597, grad_norm: 6.8785 2021-07-05 16:10:13,575 - mmaction - INFO - Epoch [58][1000/3757] lr: 1.000e-02, eta: 4 days, 8:25:16, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.2639, top1_acc: 0.5102, top5_acc: 0.7375, loss_cls: 2.1702, loss: 3.4341, grad_norm: 6.8514 2021-07-05 16:10:36,143 - mmaction - INFO - Epoch [58][1020/3757] lr: 1.000e-02, eta: 4 days, 8:24:56, time: 1.130, data_time: 0.004, memory: 6921, loss_aux: 1.2841, top1_acc: 0.4938, top5_acc: 0.7164, loss_cls: 2.2121, loss: 3.4962, grad_norm: 6.7667 2021-07-05 16:10:57,204 - mmaction - INFO - Epoch [58][1040/3757] lr: 1.000e-02, eta: 4 days, 8:24:34, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4961, top5_acc: 0.7195, loss_cls: 2.2570, loss: 3.5783, grad_norm: 6.6981 2021-07-05 16:11:19,176 - mmaction - INFO - Epoch [58][1060/3757] lr: 1.000e-02, eta: 4 days, 8:24:13, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2309, top1_acc: 0.5328, top5_acc: 0.7414, loss_cls: 2.0886, loss: 3.3195, grad_norm: 6.6243 2021-07-05 16:11:40,364 - mmaction - INFO - Epoch [58][1080/3757] lr: 1.000e-02, eta: 4 days, 8:23:50, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2486, top1_acc: 0.4883, top5_acc: 0.7383, loss_cls: 2.1671, loss: 3.4158, grad_norm: 6.7292 2021-07-05 16:12:01,769 - mmaction - INFO - Epoch [58][1100/3757] lr: 1.000e-02, eta: 4 days, 8:23:29, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.1843, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 1.9848, loss: 3.1691, grad_norm: 6.7452 2021-07-05 16:12:24,109 - mmaction - INFO - Epoch [58][1120/3757] lr: 1.000e-02, eta: 4 days, 8:23:08, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.3207, top1_acc: 0.4930, top5_acc: 0.7039, loss_cls: 2.2886, loss: 3.6093, grad_norm: 6.9699 2021-07-05 16:12:45,349 - mmaction - INFO - Epoch [58][1140/3757] lr: 1.000e-02, eta: 4 days, 8:22:46, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2581, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1431, loss: 3.4011, grad_norm: 6.8886 2021-07-05 16:13:07,709 - mmaction - INFO - Epoch [58][1160/3757] lr: 1.000e-02, eta: 4 days, 8:22:26, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.3095, top1_acc: 0.4711, top5_acc: 0.7250, loss_cls: 2.2623, loss: 3.5719, grad_norm: 7.0285 2021-07-05 16:13:29,142 - mmaction - INFO - Epoch [58][1180/3757] lr: 1.000e-02, eta: 4 days, 8:22:04, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.2680, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1752, loss: 3.4432, grad_norm: 6.8403 2021-07-05 16:13:50,224 - mmaction - INFO - Epoch [58][1200/3757] lr: 1.000e-02, eta: 4 days, 8:21:42, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2177, top1_acc: 0.5250, top5_acc: 0.7461, loss_cls: 2.0604, loss: 3.2781, grad_norm: 6.7779 2021-07-05 16:14:11,378 - mmaction - INFO - Epoch [58][1220/3757] lr: 1.000e-02, eta: 4 days, 8:21:19, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2517, top1_acc: 0.5305, top5_acc: 0.7477, loss_cls: 2.1118, loss: 3.3634, grad_norm: 6.9474 2021-07-05 16:14:33,550 - mmaction - INFO - Epoch [58][1240/3757] lr: 1.000e-02, eta: 4 days, 8:20:59, time: 1.108, data_time: 0.001, memory: 6921, loss_aux: 1.3256, top1_acc: 0.4898, top5_acc: 0.7227, loss_cls: 2.2661, loss: 3.5917, grad_norm: 7.0005 2021-07-05 16:14:55,214 - mmaction - INFO - Epoch [58][1260/3757] lr: 1.000e-02, eta: 4 days, 8:20:37, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2789, top1_acc: 0.5023, top5_acc: 0.7180, loss_cls: 2.2029, loss: 3.4818, grad_norm: 6.7412 2021-07-05 16:15:16,259 - mmaction - INFO - Epoch [58][1280/3757] lr: 1.000e-02, eta: 4 days, 8:20:15, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2318, top1_acc: 0.5062, top5_acc: 0.7211, loss_cls: 2.1304, loss: 3.3622, grad_norm: 6.7225 2021-07-05 16:15:37,643 - mmaction - INFO - Epoch [58][1300/3757] lr: 1.000e-02, eta: 4 days, 8:19:53, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2557, top1_acc: 0.5023, top5_acc: 0.7523, loss_cls: 2.1546, loss: 3.4103, grad_norm: 6.8046 2021-07-05 16:16:00,232 - mmaction - INFO - Epoch [58][1320/3757] lr: 1.000e-02, eta: 4 days, 8:19:33, time: 1.131, data_time: 0.101, memory: 6921, loss_aux: 1.2819, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1849, loss: 3.4668, grad_norm: 6.7597 2021-07-05 16:16:22,006 - mmaction - INFO - Epoch [58][1340/3757] lr: 1.000e-02, eta: 4 days, 8:19:12, time: 1.087, data_time: 0.045, memory: 6921, loss_aux: 1.3172, top1_acc: 0.4859, top5_acc: 0.7141, loss_cls: 2.2513, loss: 3.5686, grad_norm: 6.8876 2021-07-05 16:16:43,326 - mmaction - INFO - Epoch [58][1360/3757] lr: 1.000e-02, eta: 4 days, 8:18:50, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2685, top1_acc: 0.4922, top5_acc: 0.7555, loss_cls: 2.1615, loss: 3.4300, grad_norm: 6.7806 2021-07-05 16:17:05,603 - mmaction - INFO - Epoch [58][1380/3757] lr: 1.000e-02, eta: 4 days, 8:18:29, time: 1.111, data_time: 0.021, memory: 6921, loss_aux: 1.2266, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.0870, loss: 3.3136, grad_norm: 6.8303 2021-07-05 16:17:27,246 - mmaction - INFO - Epoch [58][1400/3757] lr: 1.000e-02, eta: 4 days, 8:18:08, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2681, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1730, loss: 3.4411, grad_norm: 6.9691 2021-07-05 16:17:48,381 - mmaction - INFO - Epoch [58][1420/3757] lr: 1.000e-02, eta: 4 days, 8:17:45, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2743, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1369, loss: 3.4112, grad_norm: 6.8940 2021-07-05 16:18:10,085 - mmaction - INFO - Epoch [58][1440/3757] lr: 1.000e-02, eta: 4 days, 8:17:24, time: 1.082, data_time: 0.001, memory: 6921, loss_aux: 1.2744, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.1882, loss: 3.4626, grad_norm: 7.0624 2021-07-05 16:18:31,570 - mmaction - INFO - Epoch [58][1460/3757] lr: 1.000e-02, eta: 4 days, 8:17:02, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.2517, top1_acc: 0.4977, top5_acc: 0.7398, loss_cls: 2.1848, loss: 3.4364, grad_norm: 6.8286 2021-07-05 16:18:53,430 - mmaction - INFO - Epoch [58][1480/3757] lr: 1.000e-02, eta: 4 days, 8:16:41, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2456, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1572, loss: 3.4028, grad_norm: 6.7104 2021-07-05 16:19:15,214 - mmaction - INFO - Epoch [58][1500/3757] lr: 1.000e-02, eta: 4 days, 8:16:20, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.3067, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2682, loss: 3.5749, grad_norm: 6.9737 2021-07-05 16:19:36,585 - mmaction - INFO - Epoch [58][1520/3757] lr: 1.000e-02, eta: 4 days, 8:15:58, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2846, top1_acc: 0.5000, top5_acc: 0.7234, loss_cls: 2.1939, loss: 3.4785, grad_norm: 6.8001 2021-07-05 16:19:58,069 - mmaction - INFO - Epoch [58][1540/3757] lr: 1.000e-02, eta: 4 days, 8:15:36, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2683, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1185, loss: 3.3869, grad_norm: 6.8272 2021-07-05 16:20:20,570 - mmaction - INFO - Epoch [58][1560/3757] lr: 1.000e-02, eta: 4 days, 8:15:16, time: 1.124, data_time: 0.003, memory: 6921, loss_aux: 1.2116, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0602, loss: 3.2718, grad_norm: 6.6989 2021-07-05 16:20:41,660 - mmaction - INFO - Epoch [58][1580/3757] lr: 1.000e-02, eta: 4 days, 8:14:54, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2708, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.1479, loss: 3.4187, grad_norm: 6.9528 2021-07-05 16:21:04,634 - mmaction - INFO - Epoch [58][1600/3757] lr: 1.000e-02, eta: 4 days, 8:14:34, time: 1.149, data_time: 0.003, memory: 6921, loss_aux: 1.2300, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.1174, loss: 3.3474, grad_norm: 6.6974 2021-07-05 16:21:25,617 - mmaction - INFO - Epoch [58][1620/3757] lr: 1.000e-02, eta: 4 days, 8:14:12, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2282, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0717, loss: 3.2999, grad_norm: 6.5912 2021-07-05 16:21:46,807 - mmaction - INFO - Epoch [58][1640/3757] lr: 1.000e-02, eta: 4 days, 8:13:50, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2852, top1_acc: 0.4891, top5_acc: 0.7391, loss_cls: 2.1754, loss: 3.4605, grad_norm: 7.0575 2021-07-05 16:22:08,527 - mmaction - INFO - Epoch [58][1660/3757] lr: 1.000e-02, eta: 4 days, 8:13:28, time: 1.086, data_time: 0.041, memory: 6921, loss_aux: 1.2744, top1_acc: 0.5086, top5_acc: 0.7305, loss_cls: 2.1497, loss: 3.4241, grad_norm: 6.8868 2021-07-05 16:22:29,913 - mmaction - INFO - Epoch [58][1680/3757] lr: 1.000e-02, eta: 4 days, 8:13:06, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2725, top1_acc: 0.4875, top5_acc: 0.7266, loss_cls: 2.2075, loss: 3.4800, grad_norm: 7.0079 2021-07-05 16:22:51,853 - mmaction - INFO - Epoch [58][1700/3757] lr: 1.000e-02, eta: 4 days, 8:12:45, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2547, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1355, loss: 3.3902, grad_norm: 6.7896 2021-07-05 16:23:13,023 - mmaction - INFO - Epoch [58][1720/3757] lr: 1.000e-02, eta: 4 days, 8:12:23, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2905, top1_acc: 0.5055, top5_acc: 0.7344, loss_cls: 2.1956, loss: 3.4860, grad_norm: 6.9072 2021-07-05 16:23:34,106 - mmaction - INFO - Epoch [58][1740/3757] lr: 1.000e-02, eta: 4 days, 8:12:01, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2433, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1707, loss: 3.4141, grad_norm: 6.7996 2021-07-05 16:23:57,234 - mmaction - INFO - Epoch [58][1760/3757] lr: 1.000e-02, eta: 4 days, 8:11:42, time: 1.156, data_time: 0.040, memory: 6921, loss_aux: 1.2583, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.1931, loss: 3.4514, grad_norm: 6.7403 2021-07-05 16:24:18,196 - mmaction - INFO - Epoch [58][1780/3757] lr: 1.000e-02, eta: 4 days, 8:11:19, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2515, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.0868, loss: 3.3383, grad_norm: 6.4949 2021-07-05 16:24:39,369 - mmaction - INFO - Epoch [58][1800/3757] lr: 1.000e-02, eta: 4 days, 8:10:57, time: 1.057, data_time: 0.008, memory: 6921, loss_aux: 1.2873, top1_acc: 0.5000, top5_acc: 0.7172, loss_cls: 2.2248, loss: 3.5121, grad_norm: 6.7306 2021-07-05 16:25:01,592 - mmaction - INFO - Epoch [58][1820/3757] lr: 1.000e-02, eta: 4 days, 8:10:36, time: 1.110, data_time: 0.059, memory: 6921, loss_aux: 1.2997, top1_acc: 0.4945, top5_acc: 0.7359, loss_cls: 2.2155, loss: 3.5152, grad_norm: 6.8795 2021-07-05 16:25:23,921 - mmaction - INFO - Epoch [58][1840/3757] lr: 1.000e-02, eta: 4 days, 8:10:16, time: 1.119, data_time: 0.005, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1270, loss: 3.3852, grad_norm: 6.4627 2021-07-05 16:25:45,065 - mmaction - INFO - Epoch [58][1860/3757] lr: 1.000e-02, eta: 4 days, 8:09:54, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2587, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.1473, loss: 3.4060, grad_norm: 6.8069 2021-07-05 16:26:06,230 - mmaction - INFO - Epoch [58][1880/3757] lr: 1.000e-02, eta: 4 days, 8:09:32, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.2238, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.0492, loss: 3.2730, grad_norm: 6.7472 2021-07-05 16:26:27,705 - mmaction - INFO - Epoch [58][1900/3757] lr: 1.000e-02, eta: 4 days, 8:09:10, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2874, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2333, loss: 3.5207, grad_norm: 6.8693 2021-07-05 16:26:50,151 - mmaction - INFO - Epoch [58][1920/3757] lr: 1.000e-02, eta: 4 days, 8:08:50, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 1.1959, top1_acc: 0.5344, top5_acc: 0.7492, loss_cls: 2.0547, loss: 3.2506, grad_norm: 6.7631 2021-07-05 16:27:11,371 - mmaction - INFO - Epoch [58][1940/3757] lr: 1.000e-02, eta: 4 days, 8:08:27, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2321, top1_acc: 0.5164, top5_acc: 0.7352, loss_cls: 2.1461, loss: 3.3782, grad_norm: 6.7434 2021-07-05 16:27:32,591 - mmaction - INFO - Epoch [58][1960/3757] lr: 1.000e-02, eta: 4 days, 8:08:05, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2243, top1_acc: 0.5375, top5_acc: 0.7633, loss_cls: 2.0574, loss: 3.2816, grad_norm: 6.6575 2021-07-05 16:27:53,718 - mmaction - INFO - Epoch [58][1980/3757] lr: 1.000e-02, eta: 4 days, 8:07:43, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.1982, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0767, loss: 3.2749, grad_norm: 6.8961 2021-07-05 16:28:15,934 - mmaction - INFO - Epoch [58][2000/3757] lr: 1.000e-02, eta: 4 days, 8:07:22, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1642, loss: 3.4250, grad_norm: 6.9152 2021-07-05 16:28:37,297 - mmaction - INFO - Epoch [58][2020/3757] lr: 1.000e-02, eta: 4 days, 8:07:00, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.3243, top1_acc: 0.4867, top5_acc: 0.7148, loss_cls: 2.2976, loss: 3.6219, grad_norm: 6.9154 2021-07-05 16:28:58,401 - mmaction - INFO - Epoch [58][2040/3757] lr: 1.000e-02, eta: 4 days, 8:06:38, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2864, top1_acc: 0.4977, top5_acc: 0.7289, loss_cls: 2.2031, loss: 3.4894, grad_norm: 6.8684 2021-07-05 16:29:20,111 - mmaction - INFO - Epoch [58][2060/3757] lr: 1.000e-02, eta: 4 days, 8:06:17, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.2808, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.1693, loss: 3.4501, grad_norm: 6.7346 2021-07-05 16:29:41,416 - mmaction - INFO - Epoch [58][2080/3757] lr: 1.000e-02, eta: 4 days, 8:05:55, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.2543, top1_acc: 0.5047, top5_acc: 0.7453, loss_cls: 2.1703, loss: 3.4247, grad_norm: 6.8719 2021-07-05 16:30:02,636 - mmaction - INFO - Epoch [58][2100/3757] lr: 1.000e-02, eta: 4 days, 8:05:33, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2277, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.0694, loss: 3.2971, grad_norm: 6.6745 2021-07-05 16:30:24,496 - mmaction - INFO - Epoch [58][2120/3757] lr: 1.000e-02, eta: 4 days, 8:05:11, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2812, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.2011, loss: 3.4823, grad_norm: 6.9064 2021-07-05 16:30:47,145 - mmaction - INFO - Epoch [58][2140/3757] lr: 1.000e-02, eta: 4 days, 8:04:52, time: 1.133, data_time: 0.004, memory: 6921, loss_aux: 1.3166, top1_acc: 0.4875, top5_acc: 0.7258, loss_cls: 2.2450, loss: 3.5615, grad_norm: 6.6995 2021-07-05 16:31:08,771 - mmaction - INFO - Epoch [58][2160/3757] lr: 1.000e-02, eta: 4 days, 8:04:30, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.1968, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0774, loss: 3.2742, grad_norm: 6.4632 2021-07-05 16:31:29,934 - mmaction - INFO - Epoch [58][2180/3757] lr: 1.000e-02, eta: 4 days, 8:04:08, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2997, top1_acc: 0.4844, top5_acc: 0.7273, loss_cls: 2.2616, loss: 3.5613, grad_norm: 6.8835 2021-07-05 16:31:51,265 - mmaction - INFO - Epoch [58][2200/3757] lr: 1.000e-02, eta: 4 days, 8:03:46, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2673, top1_acc: 0.5227, top5_acc: 0.7453, loss_cls: 2.1529, loss: 3.4202, grad_norm: 6.8837 2021-07-05 16:32:12,811 - mmaction - INFO - Epoch [58][2220/3757] lr: 1.000e-02, eta: 4 days, 8:03:24, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2982, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1885, loss: 3.4867, grad_norm: 7.0102 2021-07-05 16:32:34,508 - mmaction - INFO - Epoch [58][2240/3757] lr: 1.000e-02, eta: 4 days, 8:03:03, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2887, top1_acc: 0.4883, top5_acc: 0.7250, loss_cls: 2.2310, loss: 3.5197, grad_norm: 6.8395 2021-07-05 16:32:55,651 - mmaction - INFO - Epoch [58][2260/3757] lr: 1.000e-02, eta: 4 days, 8:02:41, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2860, top1_acc: 0.5031, top5_acc: 0.7227, loss_cls: 2.2310, loss: 3.5171, grad_norm: 6.5817 2021-07-05 16:33:18,277 - mmaction - INFO - Epoch [58][2280/3757] lr: 1.000e-02, eta: 4 days, 8:02:21, time: 1.131, data_time: 0.002, memory: 6921, loss_aux: 1.2561, top1_acc: 0.5117, top5_acc: 0.7438, loss_cls: 2.1212, loss: 3.3773, grad_norm: 6.7819 2021-07-05 16:33:39,297 - mmaction - INFO - Epoch [58][2300/3757] lr: 1.000e-02, eta: 4 days, 8:01:58, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.2587, top1_acc: 0.5180, top5_acc: 0.7375, loss_cls: 2.1574, loss: 3.4161, grad_norm: 6.7210 2021-07-05 16:34:01,260 - mmaction - INFO - Epoch [58][2320/3757] lr: 1.000e-02, eta: 4 days, 8:01:37, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.2423, top1_acc: 0.5047, top5_acc: 0.7492, loss_cls: 2.1206, loss: 3.3629, grad_norm: 6.8347 2021-07-05 16:34:22,597 - mmaction - INFO - Epoch [58][2340/3757] lr: 1.000e-02, eta: 4 days, 8:01:15, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2032, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 2.0597, loss: 3.2629, grad_norm: 6.7683 2021-07-05 16:34:43,968 - mmaction - INFO - Epoch [58][2360/3757] lr: 1.000e-02, eta: 4 days, 8:00:53, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.2698, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.1637, loss: 3.4335, grad_norm: 6.9027 2021-07-05 16:35:05,801 - mmaction - INFO - Epoch [58][2380/3757] lr: 1.000e-02, eta: 4 days, 8:00:32, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.2379, top1_acc: 0.5117, top5_acc: 0.7320, loss_cls: 2.1231, loss: 3.3610, grad_norm: 6.7049 2021-07-05 16:35:27,627 - mmaction - INFO - Epoch [58][2400/3757] lr: 1.000e-02, eta: 4 days, 8:00:11, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2737, top1_acc: 0.5062, top5_acc: 0.7250, loss_cls: 2.1837, loss: 3.4574, grad_norm: 6.6661 2021-07-05 16:35:49,343 - mmaction - INFO - Epoch [58][2420/3757] lr: 1.000e-02, eta: 4 days, 7:59:50, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.2365, top1_acc: 0.5172, top5_acc: 0.7641, loss_cls: 2.1057, loss: 3.3422, grad_norm: 6.7336 2021-07-05 16:36:10,914 - mmaction - INFO - Epoch [58][2440/3757] lr: 1.000e-02, eta: 4 days, 7:59:28, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2648, top1_acc: 0.5250, top5_acc: 0.7414, loss_cls: 2.1234, loss: 3.3882, grad_norm: 6.6163 2021-07-05 16:36:32,748 - mmaction - INFO - Epoch [58][2460/3757] lr: 1.000e-02, eta: 4 days, 7:59:07, time: 1.093, data_time: 0.006, memory: 6921, loss_aux: 1.3046, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.2285, loss: 3.5331, grad_norm: 6.9348 2021-07-05 16:36:53,965 - mmaction - INFO - Epoch [58][2480/3757] lr: 1.000e-02, eta: 4 days, 7:58:45, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2944, top1_acc: 0.4984, top5_acc: 0.7242, loss_cls: 2.1891, loss: 3.4835, grad_norm: 6.9103 2021-07-05 16:37:16,055 - mmaction - INFO - Epoch [58][2500/3757] lr: 1.000e-02, eta: 4 days, 7:58:24, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.2403, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0945, loss: 3.3348, grad_norm: 6.9256 2021-07-05 16:37:37,861 - mmaction - INFO - Epoch [58][2520/3757] lr: 1.000e-02, eta: 4 days, 7:58:03, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2788, top1_acc: 0.5086, top5_acc: 0.7219, loss_cls: 2.2108, loss: 3.4896, grad_norm: 6.8481 2021-07-05 16:37:59,135 - mmaction - INFO - Epoch [58][2540/3757] lr: 1.000e-02, eta: 4 days, 7:57:41, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2705, top1_acc: 0.4891, top5_acc: 0.7242, loss_cls: 2.1831, loss: 3.4536, grad_norm: 6.6443 2021-07-05 16:38:21,821 - mmaction - INFO - Epoch [58][2560/3757] lr: 1.000e-02, eta: 4 days, 7:57:21, time: 1.134, data_time: 0.001, memory: 6921, loss_aux: 1.2829, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1779, loss: 3.4608, grad_norm: 6.7422 2021-07-05 16:38:42,887 - mmaction - INFO - Epoch [58][2580/3757] lr: 1.000e-02, eta: 4 days, 7:56:58, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.3009, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.2086, loss: 3.5095, grad_norm: 6.9765 2021-07-05 16:39:04,227 - mmaction - INFO - Epoch [58][2600/3757] lr: 1.000e-02, eta: 4 days, 7:56:36, time: 1.066, data_time: 0.020, memory: 6921, loss_aux: 1.2398, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1526, loss: 3.3924, grad_norm: 6.9671 2021-07-05 16:39:25,519 - mmaction - INFO - Epoch [58][2620/3757] lr: 1.000e-02, eta: 4 days, 7:56:14, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2602, top1_acc: 0.4922, top5_acc: 0.7453, loss_cls: 2.1578, loss: 3.4181, grad_norm: 6.9088 2021-07-05 16:39:47,058 - mmaction - INFO - Epoch [58][2640/3757] lr: 1.000e-02, eta: 4 days, 7:55:53, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5055, top5_acc: 0.7391, loss_cls: 2.1260, loss: 3.3798, grad_norm: 6.7910 2021-07-05 16:40:08,766 - mmaction - INFO - Epoch [58][2660/3757] lr: 1.000e-02, eta: 4 days, 7:55:31, time: 1.085, data_time: 0.030, memory: 6921, loss_aux: 1.2430, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1352, loss: 3.3782, grad_norm: 6.6269 2021-07-05 16:40:30,285 - mmaction - INFO - Epoch [58][2680/3757] lr: 1.000e-02, eta: 4 days, 7:55:10, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.2464, top1_acc: 0.5133, top5_acc: 0.7625, loss_cls: 2.1005, loss: 3.3469, grad_norm: 6.7889 2021-07-05 16:40:51,763 - mmaction - INFO - Epoch [58][2700/3757] lr: 1.000e-02, eta: 4 days, 7:54:48, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.3189, top1_acc: 0.4898, top5_acc: 0.7211, loss_cls: 2.2276, loss: 3.5465, grad_norm: 6.8834 2021-07-05 16:41:13,426 - mmaction - INFO - Epoch [58][2720/3757] lr: 1.000e-02, eta: 4 days, 7:54:27, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2458, top1_acc: 0.5188, top5_acc: 0.7445, loss_cls: 2.1001, loss: 3.3459, grad_norm: 6.7887 2021-07-05 16:41:36,171 - mmaction - INFO - Epoch [58][2740/3757] lr: 1.000e-02, eta: 4 days, 7:54:07, time: 1.135, data_time: 0.094, memory: 6921, loss_aux: 1.2643, top1_acc: 0.4922, top5_acc: 0.7383, loss_cls: 2.1727, loss: 3.4370, grad_norm: 6.8531 2021-07-05 16:41:57,615 - mmaction - INFO - Epoch [58][2760/3757] lr: 1.000e-02, eta: 4 days, 7:53:45, time: 1.072, data_time: 0.028, memory: 6921, loss_aux: 1.2763, top1_acc: 0.4914, top5_acc: 0.7320, loss_cls: 2.2024, loss: 3.4787, grad_norm: 6.8572 2021-07-05 16:42:19,150 - mmaction - INFO - Epoch [58][2780/3757] lr: 1.000e-02, eta: 4 days, 7:53:23, time: 1.079, data_time: 0.020, memory: 6921, loss_aux: 1.2039, top1_acc: 0.5383, top5_acc: 0.7453, loss_cls: 2.0343, loss: 3.2382, grad_norm: 6.5606 2021-07-05 16:42:40,450 - mmaction - INFO - Epoch [58][2800/3757] lr: 1.000e-02, eta: 4 days, 7:53:01, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2662, top1_acc: 0.5070, top5_acc: 0.7281, loss_cls: 2.1844, loss: 3.4507, grad_norm: 7.0307 2021-07-05 16:43:02,156 - mmaction - INFO - Epoch [58][2820/3757] lr: 1.000e-02, eta: 4 days, 7:52:40, time: 1.088, data_time: 0.006, memory: 6921, loss_aux: 1.2290, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.0452, loss: 3.2742, grad_norm: 6.7297 2021-07-05 16:43:23,542 - mmaction - INFO - Epoch [58][2840/3757] lr: 1.000e-02, eta: 4 days, 7:52:18, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2679, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.1624, loss: 3.4303, grad_norm: 6.7620 2021-07-05 16:43:45,321 - mmaction - INFO - Epoch [58][2860/3757] lr: 1.000e-02, eta: 4 days, 7:51:57, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2430, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1139, loss: 3.3569, grad_norm: 6.7641 2021-07-05 16:44:08,114 - mmaction - INFO - Epoch [58][2880/3757] lr: 1.000e-02, eta: 4 days, 7:51:37, time: 1.140, data_time: 0.001, memory: 6921, loss_aux: 1.2919, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.2482, loss: 3.5400, grad_norm: 6.9897 2021-07-05 16:44:29,100 - mmaction - INFO - Epoch [58][2900/3757] lr: 1.000e-02, eta: 4 days, 7:51:15, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2569, top1_acc: 0.5062, top5_acc: 0.7273, loss_cls: 2.2037, loss: 3.4606, grad_norm: 6.7544 2021-07-05 16:44:50,126 - mmaction - INFO - Epoch [58][2920/3757] lr: 1.000e-02, eta: 4 days, 7:50:52, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2991, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.1982, loss: 3.4973, grad_norm: 6.8660 2021-07-05 16:45:12,373 - mmaction - INFO - Epoch [58][2940/3757] lr: 1.000e-02, eta: 4 days, 7:50:32, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.2921, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1960, loss: 3.4881, grad_norm: 7.0043 2021-07-05 16:45:33,690 - mmaction - INFO - Epoch [58][2960/3757] lr: 1.000e-02, eta: 4 days, 7:50:10, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.2859, top1_acc: 0.5008, top5_acc: 0.7359, loss_cls: 2.1801, loss: 3.4660, grad_norm: 6.8133 2021-07-05 16:45:55,228 - mmaction - INFO - Epoch [58][2980/3757] lr: 1.000e-02, eta: 4 days, 7:49:47, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2590, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.1356, loss: 3.3946, grad_norm: 6.9508 2021-07-05 16:46:16,088 - mmaction - INFO - Epoch [58][3000/3757] lr: 1.000e-02, eta: 4 days, 7:49:25, time: 1.062, data_time: 0.021, memory: 6921, loss_aux: 1.2713, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1746, loss: 3.4459, grad_norm: 6.7114 2021-07-05 16:46:37,918 - mmaction - INFO - Epoch [58][3020/3757] lr: 1.000e-02, eta: 4 days, 7:49:04, time: 1.092, data_time: 0.042, memory: 6921, loss_aux: 1.2976, top1_acc: 0.4953, top5_acc: 0.7219, loss_cls: 2.2423, loss: 3.5400, grad_norm: 6.8569 2021-07-05 16:46:59,507 - mmaction - INFO - Epoch [58][3040/3757] lr: 1.000e-02, eta: 4 days, 7:48:42, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2923, top1_acc: 0.5109, top5_acc: 0.7203, loss_cls: 2.1958, loss: 3.4881, grad_norm: 6.7503 2021-07-05 16:47:20,960 - mmaction - INFO - Epoch [58][3060/3757] lr: 1.000e-02, eta: 4 days, 7:48:21, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2824, top1_acc: 0.5055, top5_acc: 0.7211, loss_cls: 2.2245, loss: 3.5069, grad_norm: 6.7015 2021-07-05 16:47:42,947 - mmaction - INFO - Epoch [58][3080/3757] lr: 1.000e-02, eta: 4 days, 7:48:00, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.2369, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.1250, loss: 3.3619, grad_norm: 6.7851 2021-07-05 16:48:04,622 - mmaction - INFO - Epoch [58][3100/3757] lr: 1.000e-02, eta: 4 days, 7:47:38, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.2271, top1_acc: 0.5398, top5_acc: 0.7594, loss_cls: 2.0347, loss: 3.2618, grad_norm: 6.7709 2021-07-05 16:48:25,770 - mmaction - INFO - Epoch [58][3120/3757] lr: 1.000e-02, eta: 4 days, 7:47:16, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2233, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 2.0431, loss: 3.2664, grad_norm: 6.6990 2021-07-05 16:48:48,314 - mmaction - INFO - Epoch [58][3140/3757] lr: 1.000e-02, eta: 4 days, 7:46:56, time: 1.129, data_time: 0.005, memory: 6921, loss_aux: 1.2277, top1_acc: 0.5297, top5_acc: 0.7578, loss_cls: 2.0583, loss: 3.2861, grad_norm: 6.7821 2021-07-05 16:49:09,960 - mmaction - INFO - Epoch [58][3160/3757] lr: 1.000e-02, eta: 4 days, 7:46:35, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2549, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1824, loss: 3.4373, grad_norm: 6.7488 2021-07-05 16:49:31,120 - mmaction - INFO - Epoch [58][3180/3757] lr: 1.000e-02, eta: 4 days, 7:46:12, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2266, top1_acc: 0.5258, top5_acc: 0.7422, loss_cls: 2.1385, loss: 3.3651, grad_norm: 6.9456 2021-07-05 16:49:52,523 - mmaction - INFO - Epoch [58][3200/3757] lr: 1.000e-02, eta: 4 days, 7:45:50, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2811, top1_acc: 0.4977, top5_acc: 0.7289, loss_cls: 2.1835, loss: 3.4645, grad_norm: 6.8859 2021-07-05 16:50:14,116 - mmaction - INFO - Epoch [58][3220/3757] lr: 1.000e-02, eta: 4 days, 7:45:29, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2579, top1_acc: 0.5039, top5_acc: 0.7227, loss_cls: 2.1661, loss: 3.4240, grad_norm: 6.7635 2021-07-05 16:50:36,345 - mmaction - INFO - Epoch [58][3240/3757] lr: 1.000e-02, eta: 4 days, 7:45:08, time: 1.109, data_time: 0.028, memory: 6921, loss_aux: 1.2295, top1_acc: 0.5164, top5_acc: 0.7547, loss_cls: 2.0885, loss: 3.3180, grad_norm: 6.7900 2021-07-05 16:50:58,057 - mmaction - INFO - Epoch [58][3260/3757] lr: 1.000e-02, eta: 4 days, 7:44:47, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.2747, top1_acc: 0.5219, top5_acc: 0.7391, loss_cls: 2.1406, loss: 3.4154, grad_norm: 6.7219 2021-07-05 16:51:20,117 - mmaction - INFO - Epoch [58][3280/3757] lr: 1.000e-02, eta: 4 days, 7:44:26, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2965, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1874, loss: 3.4839, grad_norm: 6.8558 2021-07-05 16:51:41,051 - mmaction - INFO - Epoch [58][3300/3757] lr: 1.000e-02, eta: 4 days, 7:44:03, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5195, top5_acc: 0.7500, loss_cls: 2.1335, loss: 3.4046, grad_norm: 6.9111 2021-07-05 16:52:03,170 - mmaction - INFO - Epoch [58][3320/3757] lr: 1.000e-02, eta: 4 days, 7:43:43, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.2899, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.2125, loss: 3.5024, grad_norm: 7.0676 2021-07-05 16:52:25,014 - mmaction - INFO - Epoch [58][3340/3757] lr: 1.000e-02, eta: 4 days, 7:43:22, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.2165, top1_acc: 0.5281, top5_acc: 0.7469, loss_cls: 2.0779, loss: 3.2944, grad_norm: 6.6619 2021-07-05 16:52:46,295 - mmaction - INFO - Epoch [58][3360/3757] lr: 1.000e-02, eta: 4 days, 7:43:00, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2127, top1_acc: 0.5109, top5_acc: 0.7602, loss_cls: 2.0537, loss: 3.2664, grad_norm: 6.7607 2021-07-05 16:53:09,153 - mmaction - INFO - Epoch [58][3380/3757] lr: 1.000e-02, eta: 4 days, 7:42:40, time: 1.144, data_time: 0.002, memory: 6921, loss_aux: 1.2847, top1_acc: 0.4883, top5_acc: 0.7117, loss_cls: 2.2330, loss: 3.5177, grad_norm: 6.9132 2021-07-05 16:53:30,782 - mmaction - INFO - Epoch [58][3400/3757] lr: 1.000e-02, eta: 4 days, 7:42:19, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.2212, top1_acc: 0.5375, top5_acc: 0.7453, loss_cls: 2.0545, loss: 3.2757, grad_norm: 6.5842 2021-07-05 16:53:51,987 - mmaction - INFO - Epoch [58][3420/3757] lr: 1.000e-02, eta: 4 days, 7:41:56, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.3105, top1_acc: 0.4797, top5_acc: 0.7141, loss_cls: 2.2972, loss: 3.6078, grad_norm: 6.9272 2021-07-05 16:54:13,133 - mmaction - INFO - Epoch [58][3440/3757] lr: 1.000e-02, eta: 4 days, 7:41:34, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2390, top1_acc: 0.5195, top5_acc: 0.7422, loss_cls: 2.1012, loss: 3.3403, grad_norm: 6.7527 2021-07-05 16:54:34,307 - mmaction - INFO - Epoch [58][3460/3757] lr: 1.000e-02, eta: 4 days, 7:41:12, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2891, top1_acc: 0.5094, top5_acc: 0.7320, loss_cls: 2.2230, loss: 3.5121, grad_norm: 6.7774 2021-07-05 16:54:56,415 - mmaction - INFO - Epoch [58][3480/3757] lr: 1.000e-02, eta: 4 days, 7:40:51, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5172, top5_acc: 0.7312, loss_cls: 2.1851, loss: 3.4446, grad_norm: 6.9719 2021-07-05 16:55:18,256 - mmaction - INFO - Epoch [58][3500/3757] lr: 1.000e-02, eta: 4 days, 7:40:30, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2897, top1_acc: 0.4898, top5_acc: 0.7430, loss_cls: 2.2032, loss: 3.4929, grad_norm: 6.9411 2021-07-05 16:55:39,586 - mmaction - INFO - Epoch [58][3520/3757] lr: 1.000e-02, eta: 4 days, 7:40:08, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2720, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2186, loss: 3.4906, grad_norm: 6.6423 2021-07-05 16:56:02,006 - mmaction - INFO - Epoch [58][3540/3757] lr: 1.000e-02, eta: 4 days, 7:39:48, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 1.3047, top1_acc: 0.4906, top5_acc: 0.7180, loss_cls: 2.2486, loss: 3.5532, grad_norm: 6.6749 2021-07-05 16:56:23,217 - mmaction - INFO - Epoch [58][3560/3757] lr: 1.000e-02, eta: 4 days, 7:39:26, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2434, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1301, loss: 3.3736, grad_norm: 6.6208 2021-07-05 16:56:45,138 - mmaction - INFO - Epoch [58][3580/3757] lr: 1.000e-02, eta: 4 days, 7:39:05, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2816, top1_acc: 0.4906, top5_acc: 0.7406, loss_cls: 2.2361, loss: 3.5177, grad_norm: 6.8609 2021-07-05 16:57:06,316 - mmaction - INFO - Epoch [58][3600/3757] lr: 1.000e-02, eta: 4 days, 7:38:42, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2914, top1_acc: 0.4750, top5_acc: 0.7320, loss_cls: 2.2374, loss: 3.5288, grad_norm: 6.8121 2021-07-05 16:57:27,423 - mmaction - INFO - Epoch [58][3620/3757] lr: 1.000e-02, eta: 4 days, 7:38:20, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2992, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1907, loss: 3.4899, grad_norm: 6.8176 2021-07-05 16:57:48,879 - mmaction - INFO - Epoch [58][3640/3757] lr: 1.000e-02, eta: 4 days, 7:37:58, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2222, top1_acc: 0.5289, top5_acc: 0.7359, loss_cls: 2.0796, loss: 3.3019, grad_norm: 6.6343 2021-07-05 16:58:11,487 - mmaction - INFO - Epoch [58][3660/3757] lr: 1.000e-02, eta: 4 days, 7:37:38, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 1.2336, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.1180, loss: 3.3516, grad_norm: 6.7871 2021-07-05 16:58:33,097 - mmaction - INFO - Epoch [58][3680/3757] lr: 1.000e-02, eta: 4 days, 7:37:17, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2616, top1_acc: 0.4961, top5_acc: 0.7461, loss_cls: 2.1600, loss: 3.4216, grad_norm: 6.8943 2021-07-05 16:58:54,345 - mmaction - INFO - Epoch [58][3700/3757] lr: 1.000e-02, eta: 4 days, 7:36:55, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2690, top1_acc: 0.5250, top5_acc: 0.7430, loss_cls: 2.1479, loss: 3.4170, grad_norm: 6.6278 2021-07-05 16:59:15,493 - mmaction - INFO - Epoch [58][3720/3757] lr: 1.000e-02, eta: 4 days, 7:36:32, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2220, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1064, loss: 3.3284, grad_norm: 6.7452 2021-07-05 16:59:37,579 - mmaction - INFO - Epoch [58][3740/3757] lr: 1.000e-02, eta: 4 days, 7:36:12, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 1.2880, top1_acc: 0.4867, top5_acc: 0.7320, loss_cls: 2.2456, loss: 3.5337, grad_norm: 7.0244 2021-07-05 16:59:56,027 - mmaction - INFO - Saving checkpoint at 58 epochs 2021-07-05 17:00:59,858 - mmaction - INFO - Epoch [59][20/3757] lr: 1.000e-02, eta: 4 days, 7:36:07, time: 3.113, data_time: 1.914, memory: 6921, loss_aux: 1.3052, top1_acc: 0.4898, top5_acc: 0.7289, loss_cls: 2.2356, loss: 3.5408, grad_norm: 6.8097 2021-07-05 17:01:21,802 - mmaction - INFO - Epoch [59][40/3757] lr: 1.000e-02, eta: 4 days, 7:35:46, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2690, top1_acc: 0.5070, top5_acc: 0.7305, loss_cls: 2.1843, loss: 3.4533, grad_norm: 6.6996 2021-07-05 17:01:43,335 - mmaction - INFO - Epoch [59][60/3757] lr: 1.000e-02, eta: 4 days, 7:35:24, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2508, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.1322, loss: 3.3830, grad_norm: 6.9004 2021-07-05 17:02:05,180 - mmaction - INFO - Epoch [59][80/3757] lr: 1.000e-02, eta: 4 days, 7:35:03, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2616, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.1426, loss: 3.4042, grad_norm: 6.7848 2021-07-05 17:02:26,509 - mmaction - INFO - Epoch [59][100/3757] lr: 1.000e-02, eta: 4 days, 7:34:41, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.3003, top1_acc: 0.4961, top5_acc: 0.7188, loss_cls: 2.2197, loss: 3.5200, grad_norm: 6.9173 2021-07-05 17:02:48,533 - mmaction - INFO - Epoch [59][120/3757] lr: 1.000e-02, eta: 4 days, 7:34:20, time: 1.103, data_time: 0.005, memory: 6921, loss_aux: 1.2519, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1373, loss: 3.3893, grad_norm: 6.7747 2021-07-05 17:03:10,447 - mmaction - INFO - Epoch [59][140/3757] lr: 1.000e-02, eta: 4 days, 7:33:59, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.2512, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.1290, loss: 3.3802, grad_norm: 6.6726 2021-07-05 17:03:31,685 - mmaction - INFO - Epoch [59][160/3757] lr: 1.000e-02, eta: 4 days, 7:33:37, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2587, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1905, loss: 3.4492, grad_norm: 6.7617 2021-07-05 17:03:52,956 - mmaction - INFO - Epoch [59][180/3757] lr: 1.000e-02, eta: 4 days, 7:33:15, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2310, top1_acc: 0.5266, top5_acc: 0.7539, loss_cls: 2.1035, loss: 3.3345, grad_norm: 6.6764 2021-07-05 17:04:14,316 - mmaction - INFO - Epoch [59][200/3757] lr: 1.000e-02, eta: 4 days, 7:32:53, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2220, top1_acc: 0.5258, top5_acc: 0.7469, loss_cls: 2.0932, loss: 3.3152, grad_norm: 6.5016 2021-07-05 17:04:36,143 - mmaction - INFO - Epoch [59][220/3757] lr: 1.000e-02, eta: 4 days, 7:32:32, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2452, top1_acc: 0.4930, top5_acc: 0.7477, loss_cls: 2.0992, loss: 3.3444, grad_norm: 6.7871 2021-07-05 17:04:58,044 - mmaction - INFO - Epoch [59][240/3757] lr: 1.000e-02, eta: 4 days, 7:32:11, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 1.2796, top1_acc: 0.5109, top5_acc: 0.7297, loss_cls: 2.1767, loss: 3.4563, grad_norm: 6.9013 2021-07-05 17:05:19,056 - mmaction - INFO - Epoch [59][260/3757] lr: 1.000e-02, eta: 4 days, 7:31:48, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2431, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.1202, loss: 3.3633, grad_norm: 6.6971 2021-07-05 17:05:40,442 - mmaction - INFO - Epoch [59][280/3757] lr: 1.000e-02, eta: 4 days, 7:31:27, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2646, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.1325, loss: 3.3971, grad_norm: 6.9101 2021-07-05 17:06:01,963 - mmaction - INFO - Epoch [59][300/3757] lr: 1.000e-02, eta: 4 days, 7:31:05, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2210, top1_acc: 0.5016, top5_acc: 0.7508, loss_cls: 2.0867, loss: 3.3077, grad_norm: 6.7666 2021-07-05 17:06:24,831 - mmaction - INFO - Epoch [59][320/3757] lr: 1.000e-02, eta: 4 days, 7:30:45, time: 1.143, data_time: 0.004, memory: 6921, loss_aux: 1.2812, top1_acc: 0.5086, top5_acc: 0.7359, loss_cls: 2.1745, loss: 3.4557, grad_norm: 7.0351 2021-07-05 17:06:46,857 - mmaction - INFO - Epoch [59][340/3757] lr: 1.000e-02, eta: 4 days, 7:30:24, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.2963, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1795, loss: 3.4758, grad_norm: 6.9640 2021-07-05 17:07:08,437 - mmaction - INFO - Epoch [59][360/3757] lr: 1.000e-02, eta: 4 days, 7:30:03, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2326, top1_acc: 0.4930, top5_acc: 0.7492, loss_cls: 2.1270, loss: 3.3597, grad_norm: 6.7838 2021-07-05 17:07:29,609 - mmaction - INFO - Epoch [59][380/3757] lr: 1.000e-02, eta: 4 days, 7:29:41, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2744, top1_acc: 0.4977, top5_acc: 0.7375, loss_cls: 2.1751, loss: 3.4495, grad_norm: 6.8286 2021-07-05 17:07:51,624 - mmaction - INFO - Epoch [59][400/3757] lr: 1.000e-02, eta: 4 days, 7:29:20, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.2639, top1_acc: 0.5312, top5_acc: 0.7367, loss_cls: 2.0841, loss: 3.3480, grad_norm: 6.8193 2021-07-05 17:08:12,974 - mmaction - INFO - Epoch [59][420/3757] lr: 1.000e-02, eta: 4 days, 7:28:58, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2879, top1_acc: 0.5117, top5_acc: 0.7289, loss_cls: 2.1738, loss: 3.4617, grad_norm: 6.7852 2021-07-05 17:08:35,557 - mmaction - INFO - Epoch [59][440/3757] lr: 1.000e-02, eta: 4 days, 7:28:38, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 1.2919, top1_acc: 0.5172, top5_acc: 0.7398, loss_cls: 2.1669, loss: 3.4588, grad_norm: 6.7906 2021-07-05 17:08:56,579 - mmaction - INFO - Epoch [59][460/3757] lr: 1.000e-02, eta: 4 days, 7:28:15, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2708, top1_acc: 0.5016, top5_acc: 0.7188, loss_cls: 2.1936, loss: 3.4644, grad_norm: 6.8486 2021-07-05 17:09:18,557 - mmaction - INFO - Epoch [59][480/3757] lr: 1.000e-02, eta: 4 days, 7:27:54, time: 1.098, data_time: 0.038, memory: 6921, loss_aux: 1.2318, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.0785, loss: 3.3103, grad_norm: 6.7965 2021-07-05 17:09:40,376 - mmaction - INFO - Epoch [59][500/3757] lr: 1.000e-02, eta: 4 days, 7:27:33, time: 1.093, data_time: 0.050, memory: 6921, loss_aux: 1.2376, top1_acc: 0.4984, top5_acc: 0.7453, loss_cls: 2.1135, loss: 3.3510, grad_norm: 6.8437 2021-07-05 17:10:01,933 - mmaction - INFO - Epoch [59][520/3757] lr: 1.000e-02, eta: 4 days, 7:27:11, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2476, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.1676, loss: 3.4152, grad_norm: 6.9558 2021-07-05 17:10:23,769 - mmaction - INFO - Epoch [59][540/3757] lr: 1.000e-02, eta: 4 days, 7:26:50, time: 1.091, data_time: 0.024, memory: 6921, loss_aux: 1.2538, top1_acc: 0.5242, top5_acc: 0.7438, loss_cls: 2.1329, loss: 3.3867, grad_norm: 6.8061 2021-07-05 17:10:45,197 - mmaction - INFO - Epoch [59][560/3757] lr: 1.000e-02, eta: 4 days, 7:26:28, time: 1.072, data_time: 0.012, memory: 6921, loss_aux: 1.2290, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.1008, loss: 3.3298, grad_norm: 6.5714 2021-07-05 17:11:06,612 - mmaction - INFO - Epoch [59][580/3757] lr: 1.000e-02, eta: 4 days, 7:26:07, time: 1.070, data_time: 0.019, memory: 6921, loss_aux: 1.2435, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1432, loss: 3.3867, grad_norm: 6.7822 2021-07-05 17:11:27,907 - mmaction - INFO - Epoch [59][600/3757] lr: 1.000e-02, eta: 4 days, 7:25:45, time: 1.064, data_time: 0.017, memory: 6921, loss_aux: 1.1868, top1_acc: 0.5406, top5_acc: 0.7570, loss_cls: 2.0000, loss: 3.1868, grad_norm: 6.6902 2021-07-05 17:11:49,705 - mmaction - INFO - Epoch [59][620/3757] lr: 1.000e-02, eta: 4 days, 7:25:23, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2341, top1_acc: 0.5281, top5_acc: 0.7422, loss_cls: 2.1120, loss: 3.3461, grad_norm: 6.5967 2021-07-05 17:12:11,413 - mmaction - INFO - Epoch [59][640/3757] lr: 1.000e-02, eta: 4 days, 7:25:02, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2326, top1_acc: 0.5367, top5_acc: 0.7438, loss_cls: 2.0847, loss: 3.3173, grad_norm: 6.6244 2021-07-05 17:12:33,949 - mmaction - INFO - Epoch [59][660/3757] lr: 1.000e-02, eta: 4 days, 7:24:42, time: 1.127, data_time: 0.002, memory: 6921, loss_aux: 1.2598, top1_acc: 0.5117, top5_acc: 0.7258, loss_cls: 2.1569, loss: 3.4167, grad_norm: 6.8952 2021-07-05 17:12:55,391 - mmaction - INFO - Epoch [59][680/3757] lr: 1.000e-02, eta: 4 days, 7:24:20, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2654, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.2072, loss: 3.4726, grad_norm: 6.8651 2021-07-05 17:13:16,559 - mmaction - INFO - Epoch [59][700/3757] lr: 1.000e-02, eta: 4 days, 7:23:58, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2513, top1_acc: 0.5289, top5_acc: 0.7531, loss_cls: 2.1043, loss: 3.3556, grad_norm: 6.6695 2021-07-05 17:13:38,226 - mmaction - INFO - Epoch [59][720/3757] lr: 1.000e-02, eta: 4 days, 7:23:36, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2419, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.0980, loss: 3.3399, grad_norm: 6.7238 2021-07-05 17:13:59,836 - mmaction - INFO - Epoch [59][740/3757] lr: 1.000e-02, eta: 4 days, 7:23:15, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2548, top1_acc: 0.5258, top5_acc: 0.7305, loss_cls: 2.0969, loss: 3.3517, grad_norm: 6.7580 2021-07-05 17:14:22,330 - mmaction - INFO - Epoch [59][760/3757] lr: 1.000e-02, eta: 4 days, 7:22:55, time: 1.125, data_time: 0.002, memory: 6921, loss_aux: 1.3211, top1_acc: 0.4898, top5_acc: 0.7133, loss_cls: 2.2915, loss: 3.6126, grad_norm: 7.0185 2021-07-05 17:14:44,155 - mmaction - INFO - Epoch [59][780/3757] lr: 1.000e-02, eta: 4 days, 7:22:33, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2557, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1527, loss: 3.4084, grad_norm: 6.7924 2021-07-05 17:15:05,515 - mmaction - INFO - Epoch [59][800/3757] lr: 1.000e-02, eta: 4 days, 7:22:12, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2324, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.0907, loss: 3.3231, grad_norm: 6.7430 2021-07-05 17:15:27,142 - mmaction - INFO - Epoch [59][820/3757] lr: 1.000e-02, eta: 4 days, 7:21:50, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.3139, top1_acc: 0.4977, top5_acc: 0.7148, loss_cls: 2.2773, loss: 3.5912, grad_norm: 6.8095 2021-07-05 17:15:49,595 - mmaction - INFO - Epoch [59][840/3757] lr: 1.000e-02, eta: 4 days, 7:21:30, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 1.2411, top1_acc: 0.5203, top5_acc: 0.7375, loss_cls: 2.1166, loss: 3.3577, grad_norm: 6.5722 2021-07-05 17:16:11,402 - mmaction - INFO - Epoch [59][860/3757] lr: 1.000e-02, eta: 4 days, 7:21:09, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2856, top1_acc: 0.5031, top5_acc: 0.7211, loss_cls: 2.2242, loss: 3.5098, grad_norm: 6.7774 2021-07-05 17:16:33,086 - mmaction - INFO - Epoch [59][880/3757] lr: 1.000e-02, eta: 4 days, 7:20:47, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.2985, top1_acc: 0.5086, top5_acc: 0.7352, loss_cls: 2.1808, loss: 3.4793, grad_norm: 6.9116 2021-07-05 17:16:54,050 - mmaction - INFO - Epoch [59][900/3757] lr: 1.000e-02, eta: 4 days, 7:20:25, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2162, top1_acc: 0.5430, top5_acc: 0.7617, loss_cls: 2.0289, loss: 3.2451, grad_norm: 6.6514 2021-07-05 17:17:15,303 - mmaction - INFO - Epoch [59][920/3757] lr: 1.000e-02, eta: 4 days, 7:20:02, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2515, top1_acc: 0.4969, top5_acc: 0.7398, loss_cls: 2.1589, loss: 3.4104, grad_norm: 6.9787 2021-07-05 17:17:38,407 - mmaction - INFO - Epoch [59][940/3757] lr: 1.000e-02, eta: 4 days, 7:19:43, time: 1.157, data_time: 0.004, memory: 6921, loss_aux: 1.2739, top1_acc: 0.5125, top5_acc: 0.7359, loss_cls: 2.1653, loss: 3.4392, grad_norm: 6.7803 2021-07-05 17:18:00,404 - mmaction - INFO - Epoch [59][960/3757] lr: 1.000e-02, eta: 4 days, 7:19:22, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2384, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1115, loss: 3.3499, grad_norm: 6.9421 2021-07-05 17:18:21,596 - mmaction - INFO - Epoch [59][980/3757] lr: 1.000e-02, eta: 4 days, 7:19:00, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2407, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0924, loss: 3.3330, grad_norm: 6.8497 2021-07-05 17:18:43,071 - mmaction - INFO - Epoch [59][1000/3757] lr: 1.000e-02, eta: 4 days, 7:18:38, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.2847, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.1727, loss: 3.4574, grad_norm: 6.8351 2021-07-05 17:19:05,149 - mmaction - INFO - Epoch [59][1020/3757] lr: 1.000e-02, eta: 4 days, 7:18:18, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2404, top1_acc: 0.5359, top5_acc: 0.7406, loss_cls: 2.0763, loss: 3.3167, grad_norm: 6.6416 2021-07-05 17:19:26,615 - mmaction - INFO - Epoch [59][1040/3757] lr: 1.000e-02, eta: 4 days, 7:17:56, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2886, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.2228, loss: 3.5114, grad_norm: 7.1225 2021-07-05 17:19:48,123 - mmaction - INFO - Epoch [59][1060/3757] lr: 1.000e-02, eta: 4 days, 7:17:34, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2726, top1_acc: 0.5203, top5_acc: 0.7398, loss_cls: 2.1706, loss: 3.4432, grad_norm: 6.9062 2021-07-05 17:20:10,248 - mmaction - INFO - Epoch [59][1080/3757] lr: 1.000e-02, eta: 4 days, 7:17:13, time: 1.108, data_time: 0.005, memory: 6921, loss_aux: 1.2987, top1_acc: 0.4961, top5_acc: 0.7359, loss_cls: 2.2343, loss: 3.5330, grad_norm: 7.0201 2021-07-05 17:20:31,963 - mmaction - INFO - Epoch [59][1100/3757] lr: 1.000e-02, eta: 4 days, 7:16:52, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2413, top1_acc: 0.5203, top5_acc: 0.7477, loss_cls: 2.1148, loss: 3.3561, grad_norm: 6.7683 2021-07-05 17:20:53,483 - mmaction - INFO - Epoch [59][1120/3757] lr: 1.000e-02, eta: 4 days, 7:16:30, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2814, top1_acc: 0.4805, top5_acc: 0.7258, loss_cls: 2.2185, loss: 3.4999, grad_norm: 7.0895 2021-07-05 17:21:15,387 - mmaction - INFO - Epoch [59][1140/3757] lr: 1.000e-02, eta: 4 days, 7:16:09, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.2987, top1_acc: 0.4906, top5_acc: 0.7086, loss_cls: 2.2659, loss: 3.5646, grad_norm: 6.9479 2021-07-05 17:21:36,622 - mmaction - INFO - Epoch [59][1160/3757] lr: 1.000e-02, eta: 4 days, 7:15:47, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2541, top1_acc: 0.5117, top5_acc: 0.7352, loss_cls: 2.1134, loss: 3.3675, grad_norm: 6.7596 2021-07-05 17:21:57,875 - mmaction - INFO - Epoch [59][1180/3757] lr: 1.000e-02, eta: 4 days, 7:15:25, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2648, top1_acc: 0.5102, top5_acc: 0.7414, loss_cls: 2.1523, loss: 3.4172, grad_norm: 6.7178 2021-07-05 17:22:20,651 - mmaction - INFO - Epoch [59][1200/3757] lr: 1.000e-02, eta: 4 days, 7:15:05, time: 1.139, data_time: 0.004, memory: 6921, loss_aux: 1.2714, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1350, loss: 3.4063, grad_norm: 6.8230 2021-07-05 17:22:42,392 - mmaction - INFO - Epoch [59][1220/3757] lr: 1.000e-02, eta: 4 days, 7:14:44, time: 1.086, data_time: 0.007, memory: 6921, loss_aux: 1.2306, top1_acc: 0.5312, top5_acc: 0.7398, loss_cls: 2.0835, loss: 3.3141, grad_norm: 6.7510 2021-07-05 17:23:03,396 - mmaction - INFO - Epoch [59][1240/3757] lr: 1.000e-02, eta: 4 days, 7:14:22, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2286, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1418, loss: 3.3704, grad_norm: 6.7564 2021-07-05 17:23:24,437 - mmaction - INFO - Epoch [59][1260/3757] lr: 1.000e-02, eta: 4 days, 7:13:59, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2217, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0768, loss: 3.2985, grad_norm: 6.7491 2021-07-05 17:23:46,677 - mmaction - INFO - Epoch [59][1280/3757] lr: 1.000e-02, eta: 4 days, 7:13:39, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.2833, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1740, loss: 3.4573, grad_norm: 6.7912 2021-07-05 17:24:08,428 - mmaction - INFO - Epoch [59][1300/3757] lr: 1.000e-02, eta: 4 days, 7:13:17, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2491, top1_acc: 0.5195, top5_acc: 0.7453, loss_cls: 2.1073, loss: 3.3564, grad_norm: 6.6102 2021-07-05 17:24:29,974 - mmaction - INFO - Epoch [59][1320/3757] lr: 1.000e-02, eta: 4 days, 7:12:56, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2793, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.1880, loss: 3.4673, grad_norm: 6.8071 2021-07-05 17:24:51,180 - mmaction - INFO - Epoch [59][1340/3757] lr: 1.000e-02, eta: 4 days, 7:12:33, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2396, top1_acc: 0.5039, top5_acc: 0.7539, loss_cls: 2.1398, loss: 3.3794, grad_norm: 6.8138 2021-07-05 17:25:12,939 - mmaction - INFO - Epoch [59][1360/3757] lr: 1.000e-02, eta: 4 days, 7:12:12, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2719, top1_acc: 0.5078, top5_acc: 0.7258, loss_cls: 2.1860, loss: 3.4579, grad_norm: 7.0256 2021-07-05 17:25:34,273 - mmaction - INFO - Epoch [59][1380/3757] lr: 1.000e-02, eta: 4 days, 7:11:50, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2959, top1_acc: 0.5070, top5_acc: 0.7250, loss_cls: 2.2157, loss: 3.5116, grad_norm: 6.8203 2021-07-05 17:25:56,506 - mmaction - INFO - Epoch [59][1400/3757] lr: 1.000e-02, eta: 4 days, 7:11:30, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.2620, top1_acc: 0.5086, top5_acc: 0.7242, loss_cls: 2.1563, loss: 3.4183, grad_norm: 6.7263 2021-07-05 17:26:18,746 - mmaction - INFO - Epoch [59][1420/3757] lr: 1.000e-02, eta: 4 days, 7:11:09, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.2735, top1_acc: 0.4953, top5_acc: 0.7242, loss_cls: 2.1951, loss: 3.4686, grad_norm: 6.7671 2021-07-05 17:26:40,202 - mmaction - INFO - Epoch [59][1440/3757] lr: 1.000e-02, eta: 4 days, 7:10:47, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.2923, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.2254, loss: 3.5178, grad_norm: 6.7371 2021-07-05 17:27:02,226 - mmaction - INFO - Epoch [59][1460/3757] lr: 1.000e-02, eta: 4 days, 7:10:26, time: 1.102, data_time: 0.001, memory: 6921, loss_aux: 1.2549, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.1145, loss: 3.3693, grad_norm: 6.8017 2021-07-05 17:27:23,698 - mmaction - INFO - Epoch [59][1480/3757] lr: 1.000e-02, eta: 4 days, 7:10:05, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2805, top1_acc: 0.5039, top5_acc: 0.7242, loss_cls: 2.2217, loss: 3.5021, grad_norm: 7.0322 2021-07-05 17:27:45,066 - mmaction - INFO - Epoch [59][1500/3757] lr: 1.000e-02, eta: 4 days, 7:09:43, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2646, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.1842, loss: 3.4488, grad_norm: 6.8672 2021-07-05 17:28:07,900 - mmaction - INFO - Epoch [59][1520/3757] lr: 1.000e-02, eta: 4 days, 7:09:23, time: 1.142, data_time: 0.002, memory: 6921, loss_aux: 1.2504, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1490, loss: 3.3994, grad_norm: 6.7398 2021-07-05 17:28:29,780 - mmaction - INFO - Epoch [59][1540/3757] lr: 1.000e-02, eta: 4 days, 7:09:02, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2383, loss: 3.5559, grad_norm: 6.9872 2021-07-05 17:28:51,413 - mmaction - INFO - Epoch [59][1560/3757] lr: 1.000e-02, eta: 4 days, 7:08:40, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.2912, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2207, loss: 3.5119, grad_norm: 6.7614 2021-07-05 17:29:13,362 - mmaction - INFO - Epoch [59][1580/3757] lr: 1.000e-02, eta: 4 days, 7:08:19, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.3091, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2638, loss: 3.5729, grad_norm: 6.7359 2021-07-05 17:29:34,492 - mmaction - INFO - Epoch [59][1600/3757] lr: 1.000e-02, eta: 4 days, 7:07:57, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2649, top1_acc: 0.5195, top5_acc: 0.7367, loss_cls: 2.1485, loss: 3.4134, grad_norm: 6.7423 2021-07-05 17:29:56,560 - mmaction - INFO - Epoch [59][1620/3757] lr: 1.000e-02, eta: 4 days, 7:07:36, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2410, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1482, loss: 3.3892, grad_norm: 6.5778 2021-07-05 17:30:18,037 - mmaction - INFO - Epoch [59][1640/3757] lr: 1.000e-02, eta: 4 days, 7:07:15, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.3248, top1_acc: 0.4789, top5_acc: 0.7281, loss_cls: 2.2732, loss: 3.5980, grad_norm: 6.8279 2021-07-05 17:30:40,033 - mmaction - INFO - Epoch [59][1660/3757] lr: 1.000e-02, eta: 4 days, 7:06:54, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.3286, top1_acc: 0.4953, top5_acc: 0.7148, loss_cls: 2.2613, loss: 3.5899, grad_norm: 6.8045 2021-07-05 17:31:01,936 - mmaction - INFO - Epoch [59][1680/3757] lr: 1.000e-02, eta: 4 days, 7:06:33, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.2207, top1_acc: 0.5234, top5_acc: 0.7445, loss_cls: 2.1107, loss: 3.3314, grad_norm: 6.9073 2021-07-05 17:31:23,271 - mmaction - INFO - Epoch [59][1700/3757] lr: 1.000e-02, eta: 4 days, 7:06:11, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.2792, top1_acc: 0.5023, top5_acc: 0.7328, loss_cls: 2.1521, loss: 3.4313, grad_norm: 6.7067 2021-07-05 17:31:44,667 - mmaction - INFO - Epoch [59][1720/3757] lr: 1.000e-02, eta: 4 days, 7:05:49, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2311, top1_acc: 0.5156, top5_acc: 0.7383, loss_cls: 2.1349, loss: 3.3660, grad_norm: 6.9493 2021-07-05 17:32:06,323 - mmaction - INFO - Epoch [59][1740/3757] lr: 1.000e-02, eta: 4 days, 7:05:27, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2809, top1_acc: 0.4953, top5_acc: 0.7305, loss_cls: 2.2007, loss: 3.4817, grad_norm: 6.9287 2021-07-05 17:32:27,396 - mmaction - INFO - Epoch [59][1760/3757] lr: 1.000e-02, eta: 4 days, 7:05:05, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2721, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.1309, loss: 3.4030, grad_norm: 6.9775 2021-07-05 17:32:48,725 - mmaction - INFO - Epoch [59][1780/3757] lr: 1.000e-02, eta: 4 days, 7:04:43, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2613, top1_acc: 0.5078, top5_acc: 0.7398, loss_cls: 2.1791, loss: 3.4405, grad_norm: 6.8419 2021-07-05 17:33:11,859 - mmaction - INFO - Epoch [59][1800/3757] lr: 1.000e-02, eta: 4 days, 7:04:24, time: 1.157, data_time: 0.073, memory: 6921, loss_aux: 1.2475, top1_acc: 0.5219, top5_acc: 0.7406, loss_cls: 2.1221, loss: 3.3695, grad_norm: 6.7438 2021-07-05 17:33:32,984 - mmaction - INFO - Epoch [59][1820/3757] lr: 1.000e-02, eta: 4 days, 7:04:01, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3125, top1_acc: 0.4797, top5_acc: 0.7227, loss_cls: 2.2386, loss: 3.5511, grad_norm: 7.0684 2021-07-05 17:33:54,575 - mmaction - INFO - Epoch [59][1840/3757] lr: 1.000e-02, eta: 4 days, 7:03:40, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3120, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2536, loss: 3.5655, grad_norm: 6.9877 2021-07-05 17:34:16,857 - mmaction - INFO - Epoch [59][1860/3757] lr: 1.000e-02, eta: 4 days, 7:03:19, time: 1.115, data_time: 0.075, memory: 6921, loss_aux: 1.2553, top1_acc: 0.5422, top5_acc: 0.7539, loss_cls: 2.0815, loss: 3.3367, grad_norm: 6.8172 2021-07-05 17:34:38,877 - mmaction - INFO - Epoch [59][1880/3757] lr: 1.000e-02, eta: 4 days, 7:02:58, time: 1.099, data_time: 0.059, memory: 6921, loss_aux: 1.2484, top1_acc: 0.5383, top5_acc: 0.7578, loss_cls: 2.0716, loss: 3.3200, grad_norm: 6.7495 2021-07-05 17:35:00,066 - mmaction - INFO - Epoch [59][1900/3757] lr: 1.000e-02, eta: 4 days, 7:02:36, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2696, top1_acc: 0.5070, top5_acc: 0.7250, loss_cls: 2.1810, loss: 3.4507, grad_norm: 7.0121 2021-07-05 17:35:21,409 - mmaction - INFO - Epoch [59][1920/3757] lr: 1.000e-02, eta: 4 days, 7:02:14, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3007, top1_acc: 0.4945, top5_acc: 0.7211, loss_cls: 2.2426, loss: 3.5434, grad_norm: 6.9985 2021-07-05 17:35:42,602 - mmaction - INFO - Epoch [59][1940/3757] lr: 1.000e-02, eta: 4 days, 7:01:52, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2358, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1353, loss: 3.3711, grad_norm: 6.8188 2021-07-05 17:36:04,412 - mmaction - INFO - Epoch [59][1960/3757] lr: 1.000e-02, eta: 4 days, 7:01:31, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2625, top1_acc: 0.5039, top5_acc: 0.7250, loss_cls: 2.2237, loss: 3.4861, grad_norm: 6.8198 2021-07-05 17:36:25,885 - mmaction - INFO - Epoch [59][1980/3757] lr: 1.000e-02, eta: 4 days, 7:01:09, time: 1.074, data_time: 0.007, memory: 6921, loss_aux: 1.2639, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.1866, loss: 3.4505, grad_norm: 6.8174 2021-07-05 17:36:47,140 - mmaction - INFO - Epoch [59][2000/3757] lr: 1.000e-02, eta: 4 days, 7:00:47, time: 1.062, data_time: 0.012, memory: 6921, loss_aux: 1.3101, top1_acc: 0.4930, top5_acc: 0.7148, loss_cls: 2.2392, loss: 3.5494, grad_norm: 6.8499 2021-07-05 17:37:09,116 - mmaction - INFO - Epoch [59][2020/3757] lr: 1.000e-02, eta: 4 days, 7:00:26, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2824, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.1782, loss: 3.4606, grad_norm: 6.5840 2021-07-05 17:37:30,473 - mmaction - INFO - Epoch [59][2040/3757] lr: 1.000e-02, eta: 4 days, 7:00:04, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2713, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1892, loss: 3.4605, grad_norm: 6.8634 2021-07-05 17:37:52,852 - mmaction - INFO - Epoch [59][2060/3757] lr: 1.000e-02, eta: 4 days, 6:59:44, time: 1.118, data_time: 0.073, memory: 6921, loss_aux: 1.3024, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.2376, loss: 3.5400, grad_norm: 6.9478 2021-07-05 17:38:13,826 - mmaction - INFO - Epoch [59][2080/3757] lr: 1.000e-02, eta: 4 days, 6:59:21, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.2538, top1_acc: 0.5180, top5_acc: 0.7234, loss_cls: 2.2057, loss: 3.4595, grad_norm: 6.7487 2021-07-05 17:38:34,894 - mmaction - INFO - Epoch [59][2100/3757] lr: 1.000e-02, eta: 4 days, 6:58:59, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2528, top1_acc: 0.5234, top5_acc: 0.7383, loss_cls: 2.1190, loss: 3.3718, grad_norm: 6.8014 2021-07-05 17:38:56,784 - mmaction - INFO - Epoch [59][2120/3757] lr: 1.000e-02, eta: 4 days, 6:58:38, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.2660, top1_acc: 0.5086, top5_acc: 0.7461, loss_cls: 2.1398, loss: 3.4058, grad_norm: 6.6776 2021-07-05 17:39:18,624 - mmaction - INFO - Epoch [59][2140/3757] lr: 1.000e-02, eta: 4 days, 6:58:17, time: 1.092, data_time: 0.036, memory: 6921, loss_aux: 1.2577, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1464, loss: 3.4041, grad_norm: 6.8103 2021-07-05 17:39:40,349 - mmaction - INFO - Epoch [59][2160/3757] lr: 1.000e-02, eta: 4 days, 6:57:55, time: 1.085, data_time: 0.026, memory: 6921, loss_aux: 1.2560, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.0996, loss: 3.3556, grad_norm: 6.7032 2021-07-05 17:40:01,815 - mmaction - INFO - Epoch [59][2180/3757] lr: 1.000e-02, eta: 4 days, 6:57:33, time: 1.074, data_time: 0.025, memory: 6921, loss_aux: 1.2927, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2256, loss: 3.5183, grad_norm: 6.8200 2021-07-05 17:40:23,130 - mmaction - INFO - Epoch [59][2200/3757] lr: 1.000e-02, eta: 4 days, 6:57:11, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2260, top1_acc: 0.5281, top5_acc: 0.7516, loss_cls: 2.0598, loss: 3.2858, grad_norm: 6.4214 2021-07-05 17:40:45,523 - mmaction - INFO - Epoch [59][2220/3757] lr: 1.000e-02, eta: 4 days, 6:56:51, time: 1.121, data_time: 0.028, memory: 6921, loss_aux: 1.2429, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.1265, loss: 3.3694, grad_norm: 6.6793 2021-07-05 17:41:06,933 - mmaction - INFO - Epoch [59][2240/3757] lr: 1.000e-02, eta: 4 days, 6:56:29, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2391, top1_acc: 0.5047, top5_acc: 0.7609, loss_cls: 2.1131, loss: 3.3522, grad_norm: 6.8908 2021-07-05 17:41:28,952 - mmaction - INFO - Epoch [59][2260/3757] lr: 1.000e-02, eta: 4 days, 6:56:08, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.1860, top1_acc: 0.5336, top5_acc: 0.7422, loss_cls: 2.0438, loss: 3.2298, grad_norm: 6.7813 2021-07-05 17:41:49,901 - mmaction - INFO - Epoch [59][2280/3757] lr: 1.000e-02, eta: 4 days, 6:55:46, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.2900, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2234, loss: 3.5134, grad_norm: 6.9450 2021-07-05 17:42:10,901 - mmaction - INFO - Epoch [59][2300/3757] lr: 1.000e-02, eta: 4 days, 6:55:23, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.2875, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1692, loss: 3.4566, grad_norm: 6.8217 2021-07-05 17:42:32,123 - mmaction - INFO - Epoch [59][2320/3757] lr: 1.000e-02, eta: 4 days, 6:55:01, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2380, top1_acc: 0.5211, top5_acc: 0.7570, loss_cls: 2.0887, loss: 3.3266, grad_norm: 6.6729 2021-07-05 17:42:53,577 - mmaction - INFO - Epoch [59][2340/3757] lr: 1.000e-02, eta: 4 days, 6:54:39, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 1.2987, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2136, loss: 3.5123, grad_norm: 6.8753 2021-07-05 17:43:14,929 - mmaction - INFO - Epoch [59][2360/3757] lr: 1.000e-02, eta: 4 days, 6:54:17, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2603, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1354, loss: 3.3957, grad_norm: 6.9708 2021-07-05 17:43:37,826 - mmaction - INFO - Epoch [59][2380/3757] lr: 1.000e-02, eta: 4 days, 6:53:58, time: 1.145, data_time: 0.004, memory: 6921, loss_aux: 1.2995, top1_acc: 0.4961, top5_acc: 0.7195, loss_cls: 2.1999, loss: 3.4994, grad_norm: 6.9414 2021-07-05 17:43:59,003 - mmaction - INFO - Epoch [59][2400/3757] lr: 1.000e-02, eta: 4 days, 6:53:36, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2548, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1489, loss: 3.4036, grad_norm: 7.0041 2021-07-05 17:44:20,415 - mmaction - INFO - Epoch [59][2420/3757] lr: 1.000e-02, eta: 4 days, 6:53:14, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2542, top1_acc: 0.5227, top5_acc: 0.7438, loss_cls: 2.1232, loss: 3.3775, grad_norm: 6.7560 2021-07-05 17:44:42,531 - mmaction - INFO - Epoch [59][2440/3757] lr: 1.000e-02, eta: 4 days, 6:52:53, time: 1.107, data_time: 0.020, memory: 6921, loss_aux: 1.2584, top1_acc: 0.5094, top5_acc: 0.7320, loss_cls: 2.1747, loss: 3.4331, grad_norm: 6.9195 2021-07-05 17:45:03,989 - mmaction - INFO - Epoch [59][2460/3757] lr: 1.000e-02, eta: 4 days, 6:52:31, time: 1.071, data_time: 0.015, memory: 6921, loss_aux: 1.2929, top1_acc: 0.4859, top5_acc: 0.7188, loss_cls: 2.2351, loss: 3.5281, grad_norm: 6.9776 2021-07-05 17:45:26,803 - mmaction - INFO - Epoch [59][2480/3757] lr: 1.000e-02, eta: 4 days, 6:52:12, time: 1.141, data_time: 0.005, memory: 6921, loss_aux: 1.2553, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.2033, loss: 3.4587, grad_norm: 6.8128 2021-07-05 17:45:47,908 - mmaction - INFO - Epoch [59][2500/3757] lr: 1.000e-02, eta: 4 days, 6:51:49, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.2818, top1_acc: 0.5016, top5_acc: 0.7391, loss_cls: 2.2008, loss: 3.4826, grad_norm: 6.7691 2021-07-05 17:46:09,032 - mmaction - INFO - Epoch [59][2520/3757] lr: 1.000e-02, eta: 4 days, 6:51:27, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.3053, top1_acc: 0.4945, top5_acc: 0.7094, loss_cls: 2.2635, loss: 3.5688, grad_norm: 6.8179 2021-07-05 17:46:31,328 - mmaction - INFO - Epoch [59][2540/3757] lr: 1.000e-02, eta: 4 days, 6:51:06, time: 1.116, data_time: 0.005, memory: 6921, loss_aux: 1.2521, top1_acc: 0.5195, top5_acc: 0.7383, loss_cls: 2.0906, loss: 3.3427, grad_norm: 6.6887 2021-07-05 17:46:53,163 - mmaction - INFO - Epoch [59][2560/3757] lr: 1.000e-02, eta: 4 days, 6:50:45, time: 1.092, data_time: 0.017, memory: 6921, loss_aux: 1.2558, top1_acc: 0.5180, top5_acc: 0.7273, loss_cls: 2.1861, loss: 3.4419, grad_norm: 6.7368 2021-07-05 17:47:15,314 - mmaction - INFO - Epoch [59][2580/3757] lr: 1.000e-02, eta: 4 days, 6:50:25, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.2589, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.1021, loss: 3.3610, grad_norm: 6.8423 2021-07-05 17:47:36,802 - mmaction - INFO - Epoch [59][2600/3757] lr: 1.000e-02, eta: 4 days, 6:50:03, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2532, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.1685, loss: 3.4217, grad_norm: 6.8695 2021-07-05 17:47:57,915 - mmaction - INFO - Epoch [59][2620/3757] lr: 1.000e-02, eta: 4 days, 6:49:41, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2126, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.0810, loss: 3.2937, grad_norm: 6.6226 2021-07-05 17:48:19,337 - mmaction - INFO - Epoch [59][2640/3757] lr: 1.000e-02, eta: 4 days, 6:49:19, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.2584, top1_acc: 0.5188, top5_acc: 0.7367, loss_cls: 2.1495, loss: 3.4079, grad_norm: 6.8627 2021-07-05 17:48:40,609 - mmaction - INFO - Epoch [59][2660/3757] lr: 1.000e-02, eta: 4 days, 6:48:57, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3193, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.2781, loss: 3.5974, grad_norm: 7.0201 2021-07-05 17:49:01,850 - mmaction - INFO - Epoch [59][2680/3757] lr: 1.000e-02, eta: 4 days, 6:48:34, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5008, top5_acc: 0.7531, loss_cls: 2.1433, loss: 3.4003, grad_norm: 6.9620 2021-07-05 17:49:24,345 - mmaction - INFO - Epoch [59][2700/3757] lr: 1.000e-02, eta: 4 days, 6:48:14, time: 1.126, data_time: 0.032, memory: 6921, loss_aux: 1.2370, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.1419, loss: 3.3789, grad_norm: 6.7025 2021-07-05 17:49:46,278 - mmaction - INFO - Epoch [59][2720/3757] lr: 1.000e-02, eta: 4 days, 6:47:53, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 1.2697, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1758, loss: 3.4454, grad_norm: 6.9131 2021-07-05 17:50:07,673 - mmaction - INFO - Epoch [59][2740/3757] lr: 1.000e-02, eta: 4 days, 6:47:31, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2008, top1_acc: 0.5320, top5_acc: 0.7484, loss_cls: 2.0672, loss: 3.2680, grad_norm: 6.6706 2021-07-05 17:50:29,097 - mmaction - INFO - Epoch [59][2760/3757] lr: 1.000e-02, eta: 4 days, 6:47:10, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2527, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.0838, loss: 3.3365, grad_norm: 6.5830 2021-07-05 17:50:51,526 - mmaction - INFO - Epoch [59][2780/3757] lr: 1.000e-02, eta: 4 days, 6:46:49, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 1.2839, top1_acc: 0.5156, top5_acc: 0.7305, loss_cls: 2.1790, loss: 3.4630, grad_norm: 6.8818 2021-07-05 17:51:12,635 - mmaction - INFO - Epoch [59][2800/3757] lr: 1.000e-02, eta: 4 days, 6:46:27, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2874, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2565, loss: 3.5438, grad_norm: 6.8294 2021-07-05 17:51:33,865 - mmaction - INFO - Epoch [59][2820/3757] lr: 1.000e-02, eta: 4 days, 6:46:05, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2583, top1_acc: 0.5273, top5_acc: 0.7453, loss_cls: 2.1000, loss: 3.3583, grad_norm: 6.6311 2021-07-05 17:51:54,949 - mmaction - INFO - Epoch [59][2840/3757] lr: 1.000e-02, eta: 4 days, 6:45:43, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2142, top1_acc: 0.5211, top5_acc: 0.7438, loss_cls: 2.0656, loss: 3.2798, grad_norm: 6.6695 2021-07-05 17:52:16,387 - mmaction - INFO - Epoch [59][2860/3757] lr: 1.000e-02, eta: 4 days, 6:45:21, time: 1.071, data_time: 0.026, memory: 6921, loss_aux: 1.2195, top1_acc: 0.5141, top5_acc: 0.7508, loss_cls: 2.1025, loss: 3.3220, grad_norm: 6.9543 2021-07-05 17:52:38,198 - mmaction - INFO - Epoch [59][2880/3757] lr: 1.000e-02, eta: 4 days, 6:44:59, time: 1.090, data_time: 0.011, memory: 6921, loss_aux: 1.2411, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1362, loss: 3.3773, grad_norm: 6.7641 2021-07-05 17:52:59,330 - mmaction - INFO - Epoch [59][2900/3757] lr: 1.000e-02, eta: 4 days, 6:44:37, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2471, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1473, loss: 3.3944, grad_norm: 6.7371 2021-07-05 17:53:20,937 - mmaction - INFO - Epoch [59][2920/3757] lr: 1.000e-02, eta: 4 days, 6:44:16, time: 1.082, data_time: 0.032, memory: 6921, loss_aux: 1.2750, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.1869, loss: 3.4619, grad_norm: 6.9133 2021-07-05 17:53:42,988 - mmaction - INFO - Epoch [59][2940/3757] lr: 1.000e-02, eta: 4 days, 6:43:55, time: 1.103, data_time: 0.007, memory: 6921, loss_aux: 1.2814, top1_acc: 0.5062, top5_acc: 0.7289, loss_cls: 2.2015, loss: 3.4828, grad_norm: 6.9320 2021-07-05 17:54:04,698 - mmaction - INFO - Epoch [59][2960/3757] lr: 1.000e-02, eta: 4 days, 6:43:33, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 1.2577, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.1185, loss: 3.3762, grad_norm: 6.6248 2021-07-05 17:54:25,972 - mmaction - INFO - Epoch [59][2980/3757] lr: 1.000e-02, eta: 4 days, 6:43:11, time: 1.065, data_time: 0.018, memory: 6921, loss_aux: 1.2812, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.2102, loss: 3.4914, grad_norm: 6.8146 2021-07-05 17:54:48,639 - mmaction - INFO - Epoch [59][3000/3757] lr: 1.000e-02, eta: 4 days, 6:42:51, time: 1.132, data_time: 0.103, memory: 6921, loss_aux: 1.2763, top1_acc: 0.5086, top5_acc: 0.7148, loss_cls: 2.2103, loss: 3.4866, grad_norm: 6.8322 2021-07-05 17:55:09,612 - mmaction - INFO - Epoch [59][3020/3757] lr: 1.000e-02, eta: 4 days, 6:42:29, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2119, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0895, loss: 3.3014, grad_norm: 6.7315 2021-07-05 17:55:30,906 - mmaction - INFO - Epoch [59][3040/3757] lr: 1.000e-02, eta: 4 days, 6:42:07, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2794, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2440, loss: 3.5235, grad_norm: 6.8911 2021-07-05 17:55:52,265 - mmaction - INFO - Epoch [59][3060/3757] lr: 1.000e-02, eta: 4 days, 6:41:45, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2539, top1_acc: 0.5000, top5_acc: 0.7438, loss_cls: 2.1564, loss: 3.4103, grad_norm: 6.8338 2021-07-05 17:56:14,800 - mmaction - INFO - Epoch [59][3080/3757] lr: 1.000e-02, eta: 4 days, 6:41:25, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 1.2847, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2124, loss: 3.4972, grad_norm: 6.9250 2021-07-05 17:56:36,403 - mmaction - INFO - Epoch [59][3100/3757] lr: 1.000e-02, eta: 4 days, 6:41:03, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2588, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1413, loss: 3.4001, grad_norm: 6.6052 2021-07-05 17:56:57,525 - mmaction - INFO - Epoch [59][3120/3757] lr: 1.000e-02, eta: 4 days, 6:40:41, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2354, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.1051, loss: 3.3405, grad_norm: 6.7203 2021-07-05 17:57:19,345 - mmaction - INFO - Epoch [59][3140/3757] lr: 1.000e-02, eta: 4 days, 6:40:20, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2664, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2037, loss: 3.4701, grad_norm: 6.9220 2021-07-05 17:57:41,367 - mmaction - INFO - Epoch [59][3160/3757] lr: 1.000e-02, eta: 4 days, 6:39:59, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.2752, top1_acc: 0.5070, top5_acc: 0.7305, loss_cls: 2.2269, loss: 3.5021, grad_norm: 7.0107 2021-07-05 17:58:02,660 - mmaction - INFO - Epoch [59][3180/3757] lr: 1.000e-02, eta: 4 days, 6:39:37, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2833, top1_acc: 0.5078, top5_acc: 0.7320, loss_cls: 2.1512, loss: 3.4346, grad_norm: 6.8585 2021-07-05 17:58:23,819 - mmaction - INFO - Epoch [59][3200/3757] lr: 1.000e-02, eta: 4 days, 6:39:15, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.2642, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1649, loss: 3.4291, grad_norm: 6.8211 2021-07-05 17:58:46,080 - mmaction - INFO - Epoch [59][3220/3757] lr: 1.000e-02, eta: 4 days, 6:38:54, time: 1.116, data_time: 0.005, memory: 6921, loss_aux: 1.2619, top1_acc: 0.5195, top5_acc: 0.7422, loss_cls: 2.1428, loss: 3.4047, grad_norm: 6.9331 2021-07-05 17:59:07,208 - mmaction - INFO - Epoch [59][3240/3757] lr: 1.000e-02, eta: 4 days, 6:38:32, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.2701, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.1567, loss: 3.4268, grad_norm: 6.8243 2021-07-05 17:59:28,314 - mmaction - INFO - Epoch [59][3260/3757] lr: 1.000e-02, eta: 4 days, 6:38:09, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2434, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.1330, loss: 3.3764, grad_norm: 6.8393 2021-07-05 17:59:49,566 - mmaction - INFO - Epoch [59][3280/3757] lr: 1.000e-02, eta: 4 days, 6:37:47, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2853, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1760, loss: 3.4613, grad_norm: 6.9304 2021-07-05 18:00:10,890 - mmaction - INFO - Epoch [59][3300/3757] lr: 1.000e-02, eta: 4 days, 6:37:25, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.2525, top1_acc: 0.5125, top5_acc: 0.7273, loss_cls: 2.1625, loss: 3.4150, grad_norm: 6.7005 2021-07-05 18:00:33,997 - mmaction - INFO - Epoch [59][3320/3757] lr: 1.000e-02, eta: 4 days, 6:37:06, time: 1.155, data_time: 0.100, memory: 6921, loss_aux: 1.2865, top1_acc: 0.5133, top5_acc: 0.7180, loss_cls: 2.2002, loss: 3.4868, grad_norm: 6.6498 2021-07-05 18:00:55,147 - mmaction - INFO - Epoch [59][3340/3757] lr: 1.000e-02, eta: 4 days, 6:36:44, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.2751, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.1400, loss: 3.4151, grad_norm: 6.6892 2021-07-05 18:01:16,985 - mmaction - INFO - Epoch [59][3360/3757] lr: 1.000e-02, eta: 4 days, 6:36:23, time: 1.091, data_time: 0.053, memory: 6921, loss_aux: 1.2400, top1_acc: 0.5102, top5_acc: 0.7383, loss_cls: 2.1372, loss: 3.3773, grad_norm: 6.8330 2021-07-05 18:01:39,125 - mmaction - INFO - Epoch [59][3380/3757] lr: 1.000e-02, eta: 4 days, 6:36:02, time: 1.108, data_time: 0.077, memory: 6921, loss_aux: 1.2398, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.0995, loss: 3.3393, grad_norm: 6.8211 2021-07-05 18:02:00,387 - mmaction - INFO - Epoch [59][3400/3757] lr: 1.000e-02, eta: 4 days, 6:35:40, time: 1.062, data_time: 0.018, memory: 6921, loss_aux: 1.2833, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1664, loss: 3.4497, grad_norm: 6.9303 2021-07-05 18:02:21,448 - mmaction - INFO - Epoch [59][3420/3757] lr: 1.000e-02, eta: 4 days, 6:35:17, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2639, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2061, loss: 3.4700, grad_norm: 6.9393 2021-07-05 18:02:44,014 - mmaction - INFO - Epoch [59][3440/3757] lr: 1.000e-02, eta: 4 days, 6:34:57, time: 1.129, data_time: 0.077, memory: 6921, loss_aux: 1.2524, top1_acc: 0.5039, top5_acc: 0.7195, loss_cls: 2.2028, loss: 3.4552, grad_norm: 6.6964 2021-07-05 18:03:05,049 - mmaction - INFO - Epoch [59][3460/3757] lr: 1.000e-02, eta: 4 days, 6:34:35, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2736, top1_acc: 0.4922, top5_acc: 0.7320, loss_cls: 2.1917, loss: 3.4653, grad_norm: 6.7158 2021-07-05 18:03:26,276 - mmaction - INFO - Epoch [59][3480/3757] lr: 1.000e-02, eta: 4 days, 6:34:13, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2485, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.1841, loss: 3.4326, grad_norm: 6.7187 2021-07-05 18:03:47,408 - mmaction - INFO - Epoch [59][3500/3757] lr: 1.000e-02, eta: 4 days, 6:33:51, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2746, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2195, loss: 3.4941, grad_norm: 7.0463 2021-07-05 18:04:08,683 - mmaction - INFO - Epoch [59][3520/3757] lr: 1.000e-02, eta: 4 days, 6:33:29, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2521, top1_acc: 0.5258, top5_acc: 0.7477, loss_cls: 2.0937, loss: 3.3459, grad_norm: 6.5179 2021-07-05 18:04:30,869 - mmaction - INFO - Epoch [59][3540/3757] lr: 1.000e-02, eta: 4 days, 6:33:08, time: 1.108, data_time: 0.005, memory: 6921, loss_aux: 1.2749, top1_acc: 0.5070, top5_acc: 0.7273, loss_cls: 2.1767, loss: 3.4516, grad_norm: 6.9220 2021-07-05 18:04:52,591 - mmaction - INFO - Epoch [59][3560/3757] lr: 1.000e-02, eta: 4 days, 6:32:46, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2736, top1_acc: 0.4922, top5_acc: 0.7438, loss_cls: 2.1565, loss: 3.4301, grad_norm: 6.9148 2021-07-05 18:05:13,894 - mmaction - INFO - Epoch [59][3580/3757] lr: 1.000e-02, eta: 4 days, 6:32:24, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2293, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 2.0639, loss: 3.2931, grad_norm: 6.7055 2021-07-05 18:05:35,715 - mmaction - INFO - Epoch [59][3600/3757] lr: 1.000e-02, eta: 4 days, 6:32:03, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.1886, top1_acc: 0.5289, top5_acc: 0.7562, loss_cls: 2.0133, loss: 3.2019, grad_norm: 6.7016 2021-07-05 18:05:57,547 - mmaction - INFO - Epoch [59][3620/3757] lr: 1.000e-02, eta: 4 days, 6:31:42, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.2308, top1_acc: 0.5203, top5_acc: 0.7391, loss_cls: 2.1221, loss: 3.3528, grad_norm: 6.8659 2021-07-05 18:06:19,108 - mmaction - INFO - Epoch [59][3640/3757] lr: 1.000e-02, eta: 4 days, 6:31:20, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2015, top1_acc: 0.5320, top5_acc: 0.7469, loss_cls: 2.0689, loss: 3.2703, grad_norm: 6.7910 2021-07-05 18:06:40,688 - mmaction - INFO - Epoch [59][3660/3757] lr: 1.000e-02, eta: 4 days, 6:30:59, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2768, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1692, loss: 3.4460, grad_norm: 6.7079 2021-07-05 18:07:02,306 - mmaction - INFO - Epoch [59][3680/3757] lr: 1.000e-02, eta: 4 days, 6:30:37, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2313, top1_acc: 0.5195, top5_acc: 0.7469, loss_cls: 2.1099, loss: 3.3412, grad_norm: 6.6838 2021-07-05 18:07:24,447 - mmaction - INFO - Epoch [59][3700/3757] lr: 1.000e-02, eta: 4 days, 6:30:17, time: 1.106, data_time: 0.025, memory: 6921, loss_aux: 1.2700, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.1453, loss: 3.4153, grad_norm: 6.6417 2021-07-05 18:07:45,816 - mmaction - INFO - Epoch [59][3720/3757] lr: 1.000e-02, eta: 4 days, 6:29:55, time: 1.067, data_time: 0.020, memory: 6921, loss_aux: 1.2708, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1513, loss: 3.4221, grad_norm: 6.5808 2021-07-05 18:08:07,233 - mmaction - INFO - Epoch [59][3740/3757] lr: 1.000e-02, eta: 4 days, 6:29:33, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3060, top1_acc: 0.4953, top5_acc: 0.6930, loss_cls: 2.3053, loss: 3.6113, grad_norm: 6.7403 2021-07-05 18:08:25,891 - mmaction - INFO - Saving checkpoint at 59 epochs 2021-07-05 18:09:29,222 - mmaction - INFO - Epoch [60][20/3757] lr: 1.000e-02, eta: 4 days, 6:29:26, time: 3.087, data_time: 2.032, memory: 6921, loss_aux: 1.2155, top1_acc: 0.5352, top5_acc: 0.7539, loss_cls: 2.0495, loss: 3.2650, grad_norm: 6.6195 2021-07-05 18:09:52,321 - mmaction - INFO - Epoch [60][40/3757] lr: 1.000e-02, eta: 4 days, 6:29:07, time: 1.157, data_time: 0.006, memory: 6921, loss_aux: 1.2127, top1_acc: 0.5320, top5_acc: 0.7531, loss_cls: 2.0570, loss: 3.2698, grad_norm: 6.8361 2021-07-05 18:10:13,567 - mmaction - INFO - Epoch [60][60/3757] lr: 1.000e-02, eta: 4 days, 6:28:45, time: 1.062, data_time: 0.012, memory: 6921, loss_aux: 1.2512, top1_acc: 0.5211, top5_acc: 0.7406, loss_cls: 2.1354, loss: 3.3866, grad_norm: 6.7535 2021-07-05 18:10:35,483 - mmaction - INFO - Epoch [60][80/3757] lr: 1.000e-02, eta: 4 days, 6:28:24, time: 1.093, data_time: 0.053, memory: 6921, loss_aux: 1.2566, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.1417, loss: 3.3982, grad_norm: 6.9041 2021-07-05 18:10:56,618 - mmaction - INFO - Epoch [60][100/3757] lr: 1.000e-02, eta: 4 days, 6:28:02, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.2511, top1_acc: 0.5289, top5_acc: 0.7445, loss_cls: 2.0694, loss: 3.3204, grad_norm: 6.9275 2021-07-05 18:11:19,235 - mmaction - INFO - Epoch [60][120/3757] lr: 1.000e-02, eta: 4 days, 6:27:42, time: 1.131, data_time: 0.005, memory: 6921, loss_aux: 1.2073, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.0465, loss: 3.2538, grad_norm: 6.6758 2021-07-05 18:11:41,295 - mmaction - INFO - Epoch [60][140/3757] lr: 1.000e-02, eta: 4 days, 6:27:21, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.2169, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0654, loss: 3.2823, grad_norm: 6.5837 2021-07-05 18:12:02,289 - mmaction - INFO - Epoch [60][160/3757] lr: 1.000e-02, eta: 4 days, 6:26:58, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.2512, top1_acc: 0.5273, top5_acc: 0.7367, loss_cls: 2.1229, loss: 3.3741, grad_norm: 6.6218 2021-07-05 18:12:24,548 - mmaction - INFO - Epoch [60][180/3757] lr: 1.000e-02, eta: 4 days, 6:26:38, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.2529, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1106, loss: 3.3635, grad_norm: 6.6606 2021-07-05 18:12:45,795 - mmaction - INFO - Epoch [60][200/3757] lr: 1.000e-02, eta: 4 days, 6:26:16, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2434, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.0673, loss: 3.3107, grad_norm: 6.8161 2021-07-05 18:13:06,850 - mmaction - INFO - Epoch [60][220/3757] lr: 1.000e-02, eta: 4 days, 6:25:53, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2657, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.1750, loss: 3.4406, grad_norm: 6.9338 2021-07-05 18:13:29,640 - mmaction - INFO - Epoch [60][240/3757] lr: 1.000e-02, eta: 4 days, 6:25:34, time: 1.138, data_time: 0.002, memory: 6921, loss_aux: 1.2477, top1_acc: 0.5070, top5_acc: 0.7539, loss_cls: 2.1480, loss: 3.3957, grad_norm: 7.0363 2021-07-05 18:13:51,368 - mmaction - INFO - Epoch [60][260/3757] lr: 1.000e-02, eta: 4 days, 6:25:12, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2561, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1405, loss: 3.3966, grad_norm: 6.9082 2021-07-05 18:14:12,850 - mmaction - INFO - Epoch [60][280/3757] lr: 1.000e-02, eta: 4 days, 6:24:51, time: 1.074, data_time: 0.022, memory: 6921, loss_aux: 1.2448, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 2.0851, loss: 3.3299, grad_norm: 6.6549 2021-07-05 18:14:34,917 - mmaction - INFO - Epoch [60][300/3757] lr: 1.000e-02, eta: 4 days, 6:24:30, time: 1.105, data_time: 0.028, memory: 6921, loss_aux: 1.2468, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1705, loss: 3.4172, grad_norm: 6.7428 2021-07-05 18:14:57,077 - mmaction - INFO - Epoch [60][320/3757] lr: 1.000e-02, eta: 4 days, 6:24:09, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2242, top1_acc: 0.5211, top5_acc: 0.7430, loss_cls: 2.0671, loss: 3.2913, grad_norm: 6.6158 2021-07-05 18:15:18,303 - mmaction - INFO - Epoch [60][340/3757] lr: 1.000e-02, eta: 4 days, 6:23:47, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2728, top1_acc: 0.5102, top5_acc: 0.7250, loss_cls: 2.1774, loss: 3.4502, grad_norm: 6.7584 2021-07-05 18:15:39,882 - mmaction - INFO - Epoch [60][360/3757] lr: 1.000e-02, eta: 4 days, 6:23:25, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2759, top1_acc: 0.5070, top5_acc: 0.7273, loss_cls: 2.1657, loss: 3.4416, grad_norm: 6.8451 2021-07-05 18:16:02,112 - mmaction - INFO - Epoch [60][380/3757] lr: 1.000e-02, eta: 4 days, 6:23:05, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.2606, top1_acc: 0.5195, top5_acc: 0.7398, loss_cls: 2.1016, loss: 3.3622, grad_norm: 6.7780 2021-07-05 18:16:23,096 - mmaction - INFO - Epoch [60][400/3757] lr: 1.000e-02, eta: 4 days, 6:22:42, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2760, top1_acc: 0.4969, top5_acc: 0.7273, loss_cls: 2.2038, loss: 3.4798, grad_norm: 6.9354 2021-07-05 18:16:45,609 - mmaction - INFO - Epoch [60][420/3757] lr: 1.000e-02, eta: 4 days, 6:22:22, time: 1.126, data_time: 0.002, memory: 6921, loss_aux: 1.2909, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.2022, loss: 3.4932, grad_norm: 6.9731 2021-07-05 18:17:08,487 - mmaction - INFO - Epoch [60][440/3757] lr: 1.000e-02, eta: 4 days, 6:22:02, time: 1.144, data_time: 0.003, memory: 6921, loss_aux: 1.3049, top1_acc: 0.5164, top5_acc: 0.7156, loss_cls: 2.2099, loss: 3.5148, grad_norm: 7.1792 2021-07-05 18:17:29,345 - mmaction - INFO - Epoch [60][460/3757] lr: 1.000e-02, eta: 4 days, 6:21:40, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2416, top1_acc: 0.5125, top5_acc: 0.7352, loss_cls: 2.1270, loss: 3.3686, grad_norm: 6.7458 2021-07-05 18:17:50,529 - mmaction - INFO - Epoch [60][480/3757] lr: 1.000e-02, eta: 4 days, 6:21:17, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2852, top1_acc: 0.5000, top5_acc: 0.7219, loss_cls: 2.2094, loss: 3.4945, grad_norm: 6.8002 2021-07-05 18:18:11,887 - mmaction - INFO - Epoch [60][500/3757] lr: 1.000e-02, eta: 4 days, 6:20:56, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2844, top1_acc: 0.5250, top5_acc: 0.7344, loss_cls: 2.1737, loss: 3.4581, grad_norm: 6.9561 2021-07-05 18:18:33,898 - mmaction - INFO - Epoch [60][520/3757] lr: 1.000e-02, eta: 4 days, 6:20:35, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2520, top1_acc: 0.4992, top5_acc: 0.7156, loss_cls: 2.1756, loss: 3.4276, grad_norm: 6.9532 2021-07-05 18:18:54,963 - mmaction - INFO - Epoch [60][540/3757] lr: 1.000e-02, eta: 4 days, 6:20:12, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.1957, top1_acc: 0.5359, top5_acc: 0.7539, loss_cls: 2.0217, loss: 3.2174, grad_norm: 6.5604 2021-07-05 18:19:16,566 - mmaction - INFO - Epoch [60][560/3757] lr: 1.000e-02, eta: 4 days, 6:19:51, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2900, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1958, loss: 3.4858, grad_norm: 6.6844 2021-07-05 18:19:39,133 - mmaction - INFO - Epoch [60][580/3757] lr: 1.000e-02, eta: 4 days, 6:19:31, time: 1.127, data_time: 0.004, memory: 6921, loss_aux: 1.2393, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0810, loss: 3.3203, grad_norm: 6.8399 2021-07-05 18:20:00,522 - mmaction - INFO - Epoch [60][600/3757] lr: 1.000e-02, eta: 4 days, 6:19:09, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2297, top1_acc: 0.5328, top5_acc: 0.7445, loss_cls: 2.0714, loss: 3.3011, grad_norm: 6.7501 2021-07-05 18:20:22,466 - mmaction - INFO - Epoch [60][620/3757] lr: 1.000e-02, eta: 4 days, 6:18:48, time: 1.097, data_time: 0.006, memory: 6921, loss_aux: 1.2531, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.1352, loss: 3.3882, grad_norm: 6.7913 2021-07-05 18:20:44,935 - mmaction - INFO - Epoch [60][640/3757] lr: 1.000e-02, eta: 4 days, 6:18:27, time: 1.125, data_time: 0.003, memory: 6921, loss_aux: 1.2741, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.2160, loss: 3.4901, grad_norm: 7.0311 2021-07-05 18:21:06,230 - mmaction - INFO - Epoch [60][660/3757] lr: 1.000e-02, eta: 4 days, 6:18:05, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.2676, top1_acc: 0.5023, top5_acc: 0.7422, loss_cls: 2.1847, loss: 3.4523, grad_norm: 6.8426 2021-07-05 18:21:27,643 - mmaction - INFO - Epoch [60][680/3757] lr: 1.000e-02, eta: 4 days, 6:17:44, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2703, top1_acc: 0.5117, top5_acc: 0.7266, loss_cls: 2.1729, loss: 3.4432, grad_norm: 6.8469 2021-07-05 18:21:50,327 - mmaction - INFO - Epoch [60][700/3757] lr: 1.000e-02, eta: 4 days, 6:17:24, time: 1.135, data_time: 0.005, memory: 6921, loss_aux: 1.2955, top1_acc: 0.5070, top5_acc: 0.7273, loss_cls: 2.1969, loss: 3.4924, grad_norm: 6.6812 2021-07-05 18:22:11,506 - mmaction - INFO - Epoch [60][720/3757] lr: 1.000e-02, eta: 4 days, 6:17:01, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2767, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1284, loss: 3.4051, grad_norm: 6.7897 2021-07-05 18:22:32,600 - mmaction - INFO - Epoch [60][740/3757] lr: 1.000e-02, eta: 4 days, 6:16:39, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2802, top1_acc: 0.5211, top5_acc: 0.7453, loss_cls: 2.1443, loss: 3.4245, grad_norm: 7.0839 2021-07-05 18:22:55,189 - mmaction - INFO - Epoch [60][760/3757] lr: 1.000e-02, eta: 4 days, 6:16:19, time: 1.129, data_time: 0.002, memory: 6921, loss_aux: 1.2905, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.2237, loss: 3.5142, grad_norm: 6.9641 2021-07-05 18:23:16,430 - mmaction - INFO - Epoch [60][780/3757] lr: 1.000e-02, eta: 4 days, 6:15:57, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2802, top1_acc: 0.5125, top5_acc: 0.7352, loss_cls: 2.2053, loss: 3.4855, grad_norm: 6.9580 2021-07-05 18:23:37,681 - mmaction - INFO - Epoch [60][800/3757] lr: 1.000e-02, eta: 4 days, 6:15:35, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.2480, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1216, loss: 3.3696, grad_norm: 6.6977 2021-07-05 18:23:58,855 - mmaction - INFO - Epoch [60][820/3757] lr: 1.000e-02, eta: 4 days, 6:15:13, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2410, top1_acc: 0.5414, top5_acc: 0.7633, loss_cls: 2.0592, loss: 3.3002, grad_norm: 6.7485 2021-07-05 18:24:20,699 - mmaction - INFO - Epoch [60][840/3757] lr: 1.000e-02, eta: 4 days, 6:14:51, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2719, top1_acc: 0.5000, top5_acc: 0.7539, loss_cls: 2.1599, loss: 3.4317, grad_norm: 7.0719 2021-07-05 18:24:42,401 - mmaction - INFO - Epoch [60][860/3757] lr: 1.000e-02, eta: 4 days, 6:14:30, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2727, top1_acc: 0.5023, top5_acc: 0.7117, loss_cls: 2.1855, loss: 3.4582, grad_norm: 6.8477 2021-07-05 18:25:04,601 - mmaction - INFO - Epoch [60][880/3757] lr: 1.000e-02, eta: 4 days, 6:14:09, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.2704, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.1945, loss: 3.4649, grad_norm: 6.9487 2021-07-05 18:25:25,705 - mmaction - INFO - Epoch [60][900/3757] lr: 1.000e-02, eta: 4 days, 6:13:47, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2693, top1_acc: 0.5078, top5_acc: 0.7188, loss_cls: 2.2036, loss: 3.4729, grad_norm: 6.6674 2021-07-05 18:25:46,771 - mmaction - INFO - Epoch [60][920/3757] lr: 1.000e-02, eta: 4 days, 6:13:25, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2724, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1320, loss: 3.4044, grad_norm: 6.8529 2021-07-05 18:26:08,483 - mmaction - INFO - Epoch [60][940/3757] lr: 1.000e-02, eta: 4 days, 6:13:03, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.2855, top1_acc: 0.4992, top5_acc: 0.7156, loss_cls: 2.2324, loss: 3.5179, grad_norm: 6.8259 2021-07-05 18:26:30,785 - mmaction - INFO - Epoch [60][960/3757] lr: 1.000e-02, eta: 4 days, 6:12:43, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 1.2493, top1_acc: 0.5023, top5_acc: 0.7281, loss_cls: 2.1844, loss: 3.4338, grad_norm: 6.6793 2021-07-05 18:26:52,376 - mmaction - INFO - Epoch [60][980/3757] lr: 1.000e-02, eta: 4 days, 6:12:21, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2209, top1_acc: 0.5023, top5_acc: 0.7547, loss_cls: 2.1037, loss: 3.3246, grad_norm: 6.6666 2021-07-05 18:27:14,861 - mmaction - INFO - Epoch [60][1000/3757] lr: 1.000e-02, eta: 4 days, 6:12:01, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 1.2458, top1_acc: 0.5250, top5_acc: 0.7359, loss_cls: 2.1294, loss: 3.3752, grad_norm: 6.8413 2021-07-05 18:27:35,930 - mmaction - INFO - Epoch [60][1020/3757] lr: 1.000e-02, eta: 4 days, 6:11:39, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2573, top1_acc: 0.5141, top5_acc: 0.7211, loss_cls: 2.1691, loss: 3.4264, grad_norm: 6.8064 2021-07-05 18:27:57,689 - mmaction - INFO - Epoch [60][1040/3757] lr: 1.000e-02, eta: 4 days, 6:11:17, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2596, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.0888, loss: 3.3485, grad_norm: 6.7657 2021-07-05 18:28:19,225 - mmaction - INFO - Epoch [60][1060/3757] lr: 1.000e-02, eta: 4 days, 6:10:56, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2568, top1_acc: 0.5148, top5_acc: 0.7469, loss_cls: 2.1186, loss: 3.3754, grad_norm: 6.8461 2021-07-05 18:28:41,168 - mmaction - INFO - Epoch [60][1080/3757] lr: 1.000e-02, eta: 4 days, 6:10:35, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.2969, top1_acc: 0.5125, top5_acc: 0.7242, loss_cls: 2.1894, loss: 3.4862, grad_norm: 6.6737 2021-07-05 18:29:02,800 - mmaction - INFO - Epoch [60][1100/3757] lr: 1.000e-02, eta: 4 days, 6:10:13, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3108, top1_acc: 0.4758, top5_acc: 0.7102, loss_cls: 2.3353, loss: 3.6461, grad_norm: 6.9846 2021-07-05 18:29:25,371 - mmaction - INFO - Epoch [60][1120/3757] lr: 1.000e-02, eta: 4 days, 6:09:53, time: 1.132, data_time: 0.004, memory: 6921, loss_aux: 1.2209, top1_acc: 0.5359, top5_acc: 0.7594, loss_cls: 2.0517, loss: 3.2726, grad_norm: 6.7243 2021-07-05 18:29:46,552 - mmaction - INFO - Epoch [60][1140/3757] lr: 1.000e-02, eta: 4 days, 6:09:31, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3334, top1_acc: 0.4836, top5_acc: 0.7172, loss_cls: 2.2742, loss: 3.6076, grad_norm: 7.0295 2021-07-05 18:30:07,837 - mmaction - INFO - Epoch [60][1160/3757] lr: 1.000e-02, eta: 4 days, 6:09:09, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2699, top1_acc: 0.5266, top5_acc: 0.7352, loss_cls: 2.1646, loss: 3.4344, grad_norm: 6.8514 2021-07-05 18:30:30,247 - mmaction - INFO - Epoch [60][1180/3757] lr: 1.000e-02, eta: 4 days, 6:08:48, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 1.2725, top1_acc: 0.5055, top5_acc: 0.7320, loss_cls: 2.1697, loss: 3.4421, grad_norm: 6.8920 2021-07-05 18:30:51,368 - mmaction - INFO - Epoch [60][1200/3757] lr: 1.000e-02, eta: 4 days, 6:08:26, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2392, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.1065, loss: 3.3457, grad_norm: 6.7019 2021-07-05 18:31:12,686 - mmaction - INFO - Epoch [60][1220/3757] lr: 1.000e-02, eta: 4 days, 6:08:04, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.2614, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.1502, loss: 3.4116, grad_norm: 6.7588 2021-07-05 18:31:33,843 - mmaction - INFO - Epoch [60][1240/3757] lr: 1.000e-02, eta: 4 days, 6:07:42, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2850, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2124, loss: 3.4974, grad_norm: 6.7456 2021-07-05 18:31:56,281 - mmaction - INFO - Epoch [60][1260/3757] lr: 1.000e-02, eta: 4 days, 6:07:22, time: 1.121, data_time: 0.007, memory: 6921, loss_aux: 1.2571, top1_acc: 0.5016, top5_acc: 0.7453, loss_cls: 2.2091, loss: 3.4662, grad_norm: 6.7036 2021-07-05 18:32:18,627 - mmaction - INFO - Epoch [60][1280/3757] lr: 1.000e-02, eta: 4 days, 6:07:01, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.2285, top1_acc: 0.5336, top5_acc: 0.7523, loss_cls: 2.0761, loss: 3.3047, grad_norm: 6.7776 2021-07-05 18:32:39,917 - mmaction - INFO - Epoch [60][1300/3757] lr: 1.000e-02, eta: 4 days, 6:06:39, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2433, top1_acc: 0.5164, top5_acc: 0.7516, loss_cls: 2.0673, loss: 3.3106, grad_norm: 6.7087 2021-07-05 18:33:02,275 - mmaction - INFO - Epoch [60][1320/3757] lr: 1.000e-02, eta: 4 days, 6:06:19, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 1.2609, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.1469, loss: 3.4078, grad_norm: 6.7355 2021-07-05 18:33:24,573 - mmaction - INFO - Epoch [60][1340/3757] lr: 1.000e-02, eta: 4 days, 6:05:58, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.2671, top1_acc: 0.5219, top5_acc: 0.7414, loss_cls: 2.1239, loss: 3.3910, grad_norm: 7.0292 2021-07-05 18:33:45,585 - mmaction - INFO - Epoch [60][1360/3757] lr: 1.000e-02, eta: 4 days, 6:05:36, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2415, top1_acc: 0.5039, top5_acc: 0.7531, loss_cls: 2.1148, loss: 3.3563, grad_norm: 7.0918 2021-07-05 18:34:07,427 - mmaction - INFO - Epoch [60][1380/3757] lr: 1.000e-02, eta: 4 days, 6:05:15, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.2502, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1770, loss: 3.4272, grad_norm: 6.9264 2021-07-05 18:34:28,451 - mmaction - INFO - Epoch [60][1400/3757] lr: 1.000e-02, eta: 4 days, 6:04:52, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4938, top5_acc: 0.7398, loss_cls: 2.2113, loss: 3.5074, grad_norm: 6.9460 2021-07-05 18:34:50,416 - mmaction - INFO - Epoch [60][1420/3757] lr: 1.000e-02, eta: 4 days, 6:04:31, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.2275, top1_acc: 0.5367, top5_acc: 0.7414, loss_cls: 2.0772, loss: 3.3047, grad_norm: 6.5894 2021-07-05 18:35:12,702 - mmaction - INFO - Epoch [60][1440/3757] lr: 1.000e-02, eta: 4 days, 6:04:11, time: 1.117, data_time: 0.005, memory: 6921, loss_aux: 1.2575, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1592, loss: 3.4167, grad_norm: 6.6174 2021-07-05 18:35:34,264 - mmaction - INFO - Epoch [60][1460/3757] lr: 1.000e-02, eta: 4 days, 6:03:49, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2266, top1_acc: 0.5234, top5_acc: 0.7492, loss_cls: 2.1092, loss: 3.3358, grad_norm: 6.5897 2021-07-05 18:35:55,435 - mmaction - INFO - Epoch [60][1480/3757] lr: 1.000e-02, eta: 4 days, 6:03:27, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2272, top1_acc: 0.5422, top5_acc: 0.7547, loss_cls: 2.0797, loss: 3.3069, grad_norm: 6.7396 2021-07-05 18:36:16,881 - mmaction - INFO - Epoch [60][1500/3757] lr: 1.000e-02, eta: 4 days, 6:03:05, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.2355, top1_acc: 0.5227, top5_acc: 0.7422, loss_cls: 2.1024, loss: 3.3379, grad_norm: 6.5818 2021-07-05 18:36:38,424 - mmaction - INFO - Epoch [60][1520/3757] lr: 1.000e-02, eta: 4 days, 6:02:43, time: 1.078, data_time: 0.018, memory: 6921, loss_aux: 1.2985, top1_acc: 0.4859, top5_acc: 0.7141, loss_cls: 2.2434, loss: 3.5419, grad_norm: 6.9750 2021-07-05 18:37:00,249 - mmaction - INFO - Epoch [60][1540/3757] lr: 1.000e-02, eta: 4 days, 6:02:22, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.2610, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1725, loss: 3.4334, grad_norm: 6.9041 2021-07-05 18:37:22,100 - mmaction - INFO - Epoch [60][1560/3757] lr: 1.000e-02, eta: 4 days, 6:02:01, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.3169, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2640, loss: 3.5809, grad_norm: 6.8744 2021-07-05 18:37:43,387 - mmaction - INFO - Epoch [60][1580/3757] lr: 1.000e-02, eta: 4 days, 6:01:39, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2553, top1_acc: 0.5461, top5_acc: 0.7516, loss_cls: 2.0829, loss: 3.3382, grad_norm: 6.7513 2021-07-05 18:38:05,278 - mmaction - INFO - Epoch [60][1600/3757] lr: 1.000e-02, eta: 4 days, 6:01:18, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2528, top1_acc: 0.5180, top5_acc: 0.7344, loss_cls: 2.1238, loss: 3.3766, grad_norm: 6.7008 2021-07-05 18:38:26,814 - mmaction - INFO - Epoch [60][1620/3757] lr: 1.000e-02, eta: 4 days, 6:00:56, time: 1.078, data_time: 0.015, memory: 6921, loss_aux: 1.2991, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2412, loss: 3.5403, grad_norm: 7.0468 2021-07-05 18:38:48,048 - mmaction - INFO - Epoch [60][1640/3757] lr: 1.000e-02, eta: 4 days, 6:00:34, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2446, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0995, loss: 3.3441, grad_norm: 6.9083 2021-07-05 18:39:10,248 - mmaction - INFO - Epoch [60][1660/3757] lr: 1.000e-02, eta: 4 days, 6:00:13, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2294, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.0798, loss: 3.3093, grad_norm: 6.7423 2021-07-05 18:39:32,116 - mmaction - INFO - Epoch [60][1680/3757] lr: 1.000e-02, eta: 4 days, 5:59:52, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.2532, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1089, loss: 3.3621, grad_norm: 6.9560 2021-07-05 18:39:53,250 - mmaction - INFO - Epoch [60][1700/3757] lr: 1.000e-02, eta: 4 days, 5:59:30, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.3215, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2372, loss: 3.5588, grad_norm: 7.1376 2021-07-05 18:40:14,368 - mmaction - INFO - Epoch [60][1720/3757] lr: 1.000e-02, eta: 4 days, 5:59:08, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3026, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2466, loss: 3.5493, grad_norm: 7.0348 2021-07-05 18:40:35,364 - mmaction - INFO - Epoch [60][1740/3757] lr: 1.000e-02, eta: 4 days, 5:58:45, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.2118, top1_acc: 0.5195, top5_acc: 0.7391, loss_cls: 2.1022, loss: 3.3141, grad_norm: 6.7592 2021-07-05 18:40:56,482 - mmaction - INFO - Epoch [60][1760/3757] lr: 1.000e-02, eta: 4 days, 5:58:23, time: 1.056, data_time: 0.010, memory: 6921, loss_aux: 1.2558, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1806, loss: 3.4364, grad_norm: 6.8815 2021-07-05 18:41:19,652 - mmaction - INFO - Epoch [60][1780/3757] lr: 1.000e-02, eta: 4 days, 5:58:04, time: 1.160, data_time: 0.008, memory: 6921, loss_aux: 1.2796, top1_acc: 0.5227, top5_acc: 0.7266, loss_cls: 2.1992, loss: 3.4788, grad_norm: 6.8726 2021-07-05 18:41:40,682 - mmaction - INFO - Epoch [60][1800/3757] lr: 1.000e-02, eta: 4 days, 5:57:41, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.2227, top1_acc: 0.5195, top5_acc: 0.7422, loss_cls: 2.1068, loss: 3.3295, grad_norm: 6.6950 2021-07-05 18:42:02,409 - mmaction - INFO - Epoch [60][1820/3757] lr: 1.000e-02, eta: 4 days, 5:57:20, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2601, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.1819, loss: 3.4420, grad_norm: 6.8303 2021-07-05 18:42:23,533 - mmaction - INFO - Epoch [60][1840/3757] lr: 1.000e-02, eta: 4 days, 5:56:58, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2755, top1_acc: 0.5078, top5_acc: 0.7289, loss_cls: 2.1980, loss: 3.4735, grad_norm: 6.9390 2021-07-05 18:42:45,516 - mmaction - INFO - Epoch [60][1860/3757] lr: 1.000e-02, eta: 4 days, 5:56:36, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2667, top1_acc: 0.5133, top5_acc: 0.7570, loss_cls: 2.1199, loss: 3.3866, grad_norm: 6.9791 2021-07-05 18:43:06,806 - mmaction - INFO - Epoch [60][1880/3757] lr: 1.000e-02, eta: 4 days, 5:56:14, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.2853, top1_acc: 0.5078, top5_acc: 0.7250, loss_cls: 2.1666, loss: 3.4519, grad_norm: 6.7279 2021-07-05 18:43:28,473 - mmaction - INFO - Epoch [60][1900/3757] lr: 1.000e-02, eta: 4 days, 5:55:53, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2499, top1_acc: 0.4953, top5_acc: 0.7422, loss_cls: 2.1554, loss: 3.4053, grad_norm: 6.7753 2021-07-05 18:43:50,055 - mmaction - INFO - Epoch [60][1920/3757] lr: 1.000e-02, eta: 4 days, 5:55:31, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2775, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.1603, loss: 3.4378, grad_norm: 6.8096 2021-07-05 18:44:11,520 - mmaction - INFO - Epoch [60][1940/3757] lr: 1.000e-02, eta: 4 days, 5:55:10, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.2337, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1430, loss: 3.3768, grad_norm: 6.8256 2021-07-05 18:44:33,163 - mmaction - INFO - Epoch [60][1960/3757] lr: 1.000e-02, eta: 4 days, 5:54:48, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2420, top1_acc: 0.5227, top5_acc: 0.7461, loss_cls: 2.0699, loss: 3.3119, grad_norm: 6.7870 2021-07-05 18:44:54,113 - mmaction - INFO - Epoch [60][1980/3757] lr: 1.000e-02, eta: 4 days, 5:54:26, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2367, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.1091, loss: 3.3458, grad_norm: 6.9461 2021-07-05 18:45:17,172 - mmaction - INFO - Epoch [60][2000/3757] lr: 1.000e-02, eta: 4 days, 5:54:06, time: 1.151, data_time: 0.030, memory: 6921, loss_aux: 1.2214, top1_acc: 0.5320, top5_acc: 0.7406, loss_cls: 2.0890, loss: 3.3104, grad_norm: 6.6664 2021-07-05 18:45:38,647 - mmaction - INFO - Epoch [60][2020/3757] lr: 1.000e-02, eta: 4 days, 5:53:44, time: 1.075, data_time: 0.030, memory: 6921, loss_aux: 1.2677, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.1713, loss: 3.4390, grad_norm: 6.8220 2021-07-05 18:45:59,824 - mmaction - INFO - Epoch [60][2040/3757] lr: 1.000e-02, eta: 4 days, 5:53:22, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2810, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1509, loss: 3.4319, grad_norm: 6.8657 2021-07-05 18:46:22,801 - mmaction - INFO - Epoch [60][2060/3757] lr: 1.000e-02, eta: 4 days, 5:53:03, time: 1.150, data_time: 0.021, memory: 6921, loss_aux: 1.2853, top1_acc: 0.4898, top5_acc: 0.7375, loss_cls: 2.2136, loss: 3.4989, grad_norm: 6.8064 2021-07-05 18:46:44,464 - mmaction - INFO - Epoch [60][2080/3757] lr: 1.000e-02, eta: 4 days, 5:52:41, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.2326, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1152, loss: 3.3478, grad_norm: 6.7904 2021-07-05 18:47:05,752 - mmaction - INFO - Epoch [60][2100/3757] lr: 1.000e-02, eta: 4 days, 5:52:19, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.2019, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.0675, loss: 3.2695, grad_norm: 6.5722 2021-07-05 18:47:26,891 - mmaction - INFO - Epoch [60][2120/3757] lr: 1.000e-02, eta: 4 days, 5:51:57, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2854, top1_acc: 0.4938, top5_acc: 0.7258, loss_cls: 2.2496, loss: 3.5350, grad_norm: 6.9169 2021-07-05 18:47:48,221 - mmaction - INFO - Epoch [60][2140/3757] lr: 1.000e-02, eta: 4 days, 5:51:35, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.2560, top1_acc: 0.5219, top5_acc: 0.7477, loss_cls: 2.0984, loss: 3.3544, grad_norm: 6.6788 2021-07-05 18:48:09,960 - mmaction - INFO - Epoch [60][2160/3757] lr: 1.000e-02, eta: 4 days, 5:51:14, time: 1.086, data_time: 0.041, memory: 6921, loss_aux: 1.2480, top1_acc: 0.5188, top5_acc: 0.7336, loss_cls: 2.1528, loss: 3.4008, grad_norm: 6.7917 2021-07-05 18:48:32,109 - mmaction - INFO - Epoch [60][2180/3757] lr: 1.000e-02, eta: 4 days, 5:50:53, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.2919, top1_acc: 0.5062, top5_acc: 0.7320, loss_cls: 2.2255, loss: 3.5174, grad_norm: 6.9342 2021-07-05 18:48:53,872 - mmaction - INFO - Epoch [60][2200/3757] lr: 1.000e-02, eta: 4 days, 5:50:32, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2461, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.1231, loss: 3.3692, grad_norm: 6.6410 2021-07-05 18:49:15,085 - mmaction - INFO - Epoch [60][2220/3757] lr: 1.000e-02, eta: 4 days, 5:50:09, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2645, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.2016, loss: 3.4661, grad_norm: 6.7794 2021-07-05 18:49:36,102 - mmaction - INFO - Epoch [60][2240/3757] lr: 1.000e-02, eta: 4 days, 5:49:47, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2551, top1_acc: 0.5227, top5_acc: 0.7586, loss_cls: 2.0828, loss: 3.3379, grad_norm: 6.7509 2021-07-05 18:49:57,941 - mmaction - INFO - Epoch [60][2260/3757] lr: 1.000e-02, eta: 4 days, 5:49:26, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2823, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.1584, loss: 3.4407, grad_norm: 6.9188 2021-07-05 18:50:19,379 - mmaction - INFO - Epoch [60][2280/3757] lr: 1.000e-02, eta: 4 days, 5:49:04, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2924, top1_acc: 0.5102, top5_acc: 0.7312, loss_cls: 2.1925, loss: 3.4849, grad_norm: 6.8978 2021-07-05 18:50:41,886 - mmaction - INFO - Epoch [60][2300/3757] lr: 1.000e-02, eta: 4 days, 5:48:44, time: 1.123, data_time: 0.095, memory: 6921, loss_aux: 1.2792, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.1931, loss: 3.4724, grad_norm: 6.7897 2021-07-05 18:51:03,739 - mmaction - INFO - Epoch [60][2320/3757] lr: 1.000e-02, eta: 4 days, 5:48:23, time: 1.094, data_time: 0.049, memory: 6921, loss_aux: 1.2637, top1_acc: 0.5008, top5_acc: 0.7430, loss_cls: 2.1516, loss: 3.4152, grad_norm: 6.7458 2021-07-05 18:51:24,849 - mmaction - INFO - Epoch [60][2340/3757] lr: 1.000e-02, eta: 4 days, 5:48:00, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2251, top1_acc: 0.5281, top5_acc: 0.7508, loss_cls: 2.0677, loss: 3.2929, grad_norm: 6.6069 2021-07-05 18:51:46,167 - mmaction - INFO - Epoch [60][2360/3757] lr: 1.000e-02, eta: 4 days, 5:47:38, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.3201, top1_acc: 0.4813, top5_acc: 0.7289, loss_cls: 2.2482, loss: 3.5683, grad_norm: 7.0246 2021-07-05 18:52:08,405 - mmaction - INFO - Epoch [60][2380/3757] lr: 1.000e-02, eta: 4 days, 5:47:18, time: 1.113, data_time: 0.047, memory: 6921, loss_aux: 1.2523, top1_acc: 0.5156, top5_acc: 0.7461, loss_cls: 2.0825, loss: 3.3349, grad_norm: 6.8532 2021-07-05 18:52:30,034 - mmaction - INFO - Epoch [60][2400/3757] lr: 1.000e-02, eta: 4 days, 5:46:56, time: 1.081, data_time: 0.028, memory: 6921, loss_aux: 1.2697, top1_acc: 0.5109, top5_acc: 0.7289, loss_cls: 2.1577, loss: 3.4274, grad_norm: 7.0425 2021-07-05 18:52:52,702 - mmaction - INFO - Epoch [60][2420/3757] lr: 1.000e-02, eta: 4 days, 5:46:36, time: 1.133, data_time: 0.107, memory: 6921, loss_aux: 1.2481, top1_acc: 0.5305, top5_acc: 0.7359, loss_cls: 2.1560, loss: 3.4041, grad_norm: 6.8565 2021-07-05 18:53:14,137 - mmaction - INFO - Epoch [60][2440/3757] lr: 1.000e-02, eta: 4 days, 5:46:14, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2429, top1_acc: 0.5016, top5_acc: 0.7539, loss_cls: 2.1080, loss: 3.3509, grad_norm: 6.8183 2021-07-05 18:53:35,977 - mmaction - INFO - Epoch [60][2460/3757] lr: 1.000e-02, eta: 4 days, 5:45:53, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2914, top1_acc: 0.4820, top5_acc: 0.7188, loss_cls: 2.2064, loss: 3.4978, grad_norm: 6.9734 2021-07-05 18:53:57,092 - mmaction - INFO - Epoch [60][2480/3757] lr: 1.000e-02, eta: 4 days, 5:45:31, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2954, top1_acc: 0.5023, top5_acc: 0.7312, loss_cls: 2.1931, loss: 3.4885, grad_norm: 6.9494 2021-07-05 18:54:18,281 - mmaction - INFO - Epoch [60][2500/3757] lr: 1.000e-02, eta: 4 days, 5:45:09, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2422, top1_acc: 0.5305, top5_acc: 0.7414, loss_cls: 2.1291, loss: 3.3713, grad_norm: 6.8263 2021-07-05 18:54:40,066 - mmaction - INFO - Epoch [60][2520/3757] lr: 1.000e-02, eta: 4 days, 5:44:47, time: 1.089, data_time: 0.032, memory: 6921, loss_aux: 1.2584, top1_acc: 0.5109, top5_acc: 0.7578, loss_cls: 2.1337, loss: 3.3921, grad_norm: 6.8414 2021-07-05 18:55:01,533 - mmaction - INFO - Epoch [60][2540/3757] lr: 1.000e-02, eta: 4 days, 5:44:26, time: 1.073, data_time: 0.020, memory: 6921, loss_aux: 1.2413, top1_acc: 0.5250, top5_acc: 0.7352, loss_cls: 2.1020, loss: 3.3433, grad_norm: 6.7334 2021-07-05 18:55:23,311 - mmaction - INFO - Epoch [60][2560/3757] lr: 1.000e-02, eta: 4 days, 5:44:04, time: 1.087, data_time: 0.027, memory: 6921, loss_aux: 1.2770, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1997, loss: 3.4767, grad_norm: 6.9723 2021-07-05 18:55:45,027 - mmaction - INFO - Epoch [60][2580/3757] lr: 1.000e-02, eta: 4 days, 5:43:43, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.2343, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.1102, loss: 3.3445, grad_norm: 6.7544 2021-07-05 18:56:06,750 - mmaction - INFO - Epoch [60][2600/3757] lr: 1.000e-02, eta: 4 days, 5:43:22, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2773, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1868, loss: 3.4642, grad_norm: 6.9905 2021-07-05 18:56:27,751 - mmaction - INFO - Epoch [60][2620/3757] lr: 1.000e-02, eta: 4 days, 5:42:59, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2601, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.1578, loss: 3.4179, grad_norm: 6.8160 2021-07-05 18:56:49,064 - mmaction - INFO - Epoch [60][2640/3757] lr: 1.000e-02, eta: 4 days, 5:42:37, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2446, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1484, loss: 3.3930, grad_norm: 6.8143 2021-07-05 18:57:10,873 - mmaction - INFO - Epoch [60][2660/3757] lr: 1.000e-02, eta: 4 days, 5:42:16, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2538, top1_acc: 0.5281, top5_acc: 0.7414, loss_cls: 2.1476, loss: 3.4014, grad_norm: 6.8885 2021-07-05 18:57:32,482 - mmaction - INFO - Epoch [60][2680/3757] lr: 1.000e-02, eta: 4 days, 5:41:54, time: 1.079, data_time: 0.006, memory: 6921, loss_aux: 1.3024, top1_acc: 0.4828, top5_acc: 0.7336, loss_cls: 2.2118, loss: 3.5142, grad_norm: 6.9458 2021-07-05 18:57:54,816 - mmaction - INFO - Epoch [60][2700/3757] lr: 1.000e-02, eta: 4 days, 5:41:34, time: 1.119, data_time: 0.005, memory: 6921, loss_aux: 1.2412, top1_acc: 0.4984, top5_acc: 0.7445, loss_cls: 2.1342, loss: 3.3754, grad_norm: 6.8626 2021-07-05 18:58:16,114 - mmaction - INFO - Epoch [60][2720/3757] lr: 1.000e-02, eta: 4 days, 5:41:12, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.1998, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 2.0251, loss: 3.2248, grad_norm: 6.5816 2021-07-05 18:58:37,157 - mmaction - INFO - Epoch [60][2740/3757] lr: 1.000e-02, eta: 4 days, 5:40:49, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2461, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1311, loss: 3.3772, grad_norm: 6.7556 2021-07-05 18:58:58,969 - mmaction - INFO - Epoch [60][2760/3757] lr: 1.000e-02, eta: 4 days, 5:40:28, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.3097, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.2519, loss: 3.5615, grad_norm: 6.9736 2021-07-05 18:59:20,226 - mmaction - INFO - Epoch [60][2780/3757] lr: 1.000e-02, eta: 4 days, 5:40:06, time: 1.062, data_time: 0.017, memory: 6921, loss_aux: 1.2590, top1_acc: 0.5039, top5_acc: 0.7531, loss_cls: 2.1325, loss: 3.3915, grad_norm: 7.0110 2021-07-05 18:59:42,284 - mmaction - INFO - Epoch [60][2800/3757] lr: 1.000e-02, eta: 4 days, 5:39:45, time: 1.103, data_time: 0.068, memory: 6921, loss_aux: 1.2180, top1_acc: 0.5289, top5_acc: 0.7469, loss_cls: 2.0714, loss: 3.2894, grad_norm: 6.6284 2021-07-05 19:00:03,672 - mmaction - INFO - Epoch [60][2820/3757] lr: 1.000e-02, eta: 4 days, 5:39:23, time: 1.070, data_time: 0.031, memory: 6921, loss_aux: 1.2745, top1_acc: 0.5078, top5_acc: 0.7305, loss_cls: 2.1709, loss: 3.4454, grad_norm: 6.8540 2021-07-05 19:00:25,073 - mmaction - INFO - Epoch [60][2840/3757] lr: 1.000e-02, eta: 4 days, 5:39:01, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2205, top1_acc: 0.5320, top5_acc: 0.7555, loss_cls: 2.0600, loss: 3.2805, grad_norm: 6.7816 2021-07-05 19:00:46,363 - mmaction - INFO - Epoch [60][2860/3757] lr: 1.000e-02, eta: 4 days, 5:38:40, time: 1.067, data_time: 0.021, memory: 6921, loss_aux: 1.2491, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1528, loss: 3.4019, grad_norm: 7.0376 2021-07-05 19:01:08,840 - mmaction - INFO - Epoch [60][2880/3757] lr: 1.000e-02, eta: 4 days, 5:38:19, time: 1.123, data_time: 0.084, memory: 6921, loss_aux: 1.2093, top1_acc: 0.5148, top5_acc: 0.7328, loss_cls: 2.1449, loss: 3.3542, grad_norm: 6.7524 2021-07-05 19:01:29,883 - mmaction - INFO - Epoch [60][2900/3757] lr: 1.000e-02, eta: 4 days, 5:37:57, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2632, top1_acc: 0.4984, top5_acc: 0.7336, loss_cls: 2.1696, loss: 3.4328, grad_norm: 6.8389 2021-07-05 19:01:51,042 - mmaction - INFO - Epoch [60][2920/3757] lr: 1.000e-02, eta: 4 days, 5:37:35, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2668, top1_acc: 0.5219, top5_acc: 0.7305, loss_cls: 2.1606, loss: 3.4274, grad_norm: 6.8250 2021-07-05 19:02:13,909 - mmaction - INFO - Epoch [60][2940/3757] lr: 1.000e-02, eta: 4 days, 5:37:15, time: 1.144, data_time: 0.107, memory: 6921, loss_aux: 1.2502, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.0912, loss: 3.3414, grad_norm: 6.9116 2021-07-05 19:02:34,866 - mmaction - INFO - Epoch [60][2960/3757] lr: 1.000e-02, eta: 4 days, 5:36:52, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2831, top1_acc: 0.5102, top5_acc: 0.7258, loss_cls: 2.1833, loss: 3.4663, grad_norm: 6.8803 2021-07-05 19:02:56,734 - mmaction - INFO - Epoch [60][2980/3757] lr: 1.000e-02, eta: 4 days, 5:36:31, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.2710, top1_acc: 0.5352, top5_acc: 0.7359, loss_cls: 2.1282, loss: 3.3992, grad_norm: 6.7216 2021-07-05 19:03:18,030 - mmaction - INFO - Epoch [60][3000/3757] lr: 1.000e-02, eta: 4 days, 5:36:09, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.3087, top1_acc: 0.5172, top5_acc: 0.7344, loss_cls: 2.1984, loss: 3.5070, grad_norm: 6.9388 2021-07-05 19:03:39,247 - mmaction - INFO - Epoch [60][3020/3757] lr: 1.000e-02, eta: 4 days, 5:35:47, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2930, top1_acc: 0.4898, top5_acc: 0.7422, loss_cls: 2.1944, loss: 3.4873, grad_norm: 7.0370 2021-07-05 19:04:02,497 - mmaction - INFO - Epoch [60][3040/3757] lr: 1.000e-02, eta: 4 days, 5:35:28, time: 1.164, data_time: 0.003, memory: 6921, loss_aux: 1.2732, top1_acc: 0.4922, top5_acc: 0.7250, loss_cls: 2.2247, loss: 3.4979, grad_norm: 6.8892 2021-07-05 19:04:23,803 - mmaction - INFO - Epoch [60][3060/3757] lr: 1.000e-02, eta: 4 days, 5:35:06, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2507, top1_acc: 0.5156, top5_acc: 0.7414, loss_cls: 2.1341, loss: 3.3848, grad_norm: 6.7491 2021-07-05 19:04:45,359 - mmaction - INFO - Epoch [60][3080/3757] lr: 1.000e-02, eta: 4 days, 5:34:44, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2721, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1971, loss: 3.4693, grad_norm: 6.8899 2021-07-05 19:05:06,959 - mmaction - INFO - Epoch [60][3100/3757] lr: 1.000e-02, eta: 4 days, 5:34:23, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.3084, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2533, loss: 3.5618, grad_norm: 6.8777 2021-07-05 19:05:28,120 - mmaction - INFO - Epoch [60][3120/3757] lr: 1.000e-02, eta: 4 days, 5:34:01, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3071, top1_acc: 0.4742, top5_acc: 0.7312, loss_cls: 2.2238, loss: 3.5309, grad_norm: 6.8313 2021-07-05 19:05:50,110 - mmaction - INFO - Epoch [60][3140/3757] lr: 1.000e-02, eta: 4 days, 5:33:40, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.3280, top1_acc: 0.4867, top5_acc: 0.7141, loss_cls: 2.2947, loss: 3.6227, grad_norm: 7.0764 2021-07-05 19:06:11,406 - mmaction - INFO - Epoch [60][3160/3757] lr: 1.000e-02, eta: 4 days, 5:33:17, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2841, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.1742, loss: 3.4584, grad_norm: 6.7905 2021-07-05 19:06:32,775 - mmaction - INFO - Epoch [60][3180/3757] lr: 1.000e-02, eta: 4 days, 5:32:56, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.2472, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.1713, loss: 3.4185, grad_norm: 6.9630 2021-07-05 19:06:54,426 - mmaction - INFO - Epoch [60][3200/3757] lr: 1.000e-02, eta: 4 days, 5:32:34, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.1976, top1_acc: 0.5148, top5_acc: 0.7562, loss_cls: 2.0755, loss: 3.2731, grad_norm: 6.7960 2021-07-05 19:07:16,109 - mmaction - INFO - Epoch [60][3220/3757] lr: 1.000e-02, eta: 4 days, 5:32:13, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 1.2841, top1_acc: 0.4961, top5_acc: 0.7352, loss_cls: 2.1840, loss: 3.4681, grad_norm: 6.7467 2021-07-05 19:07:37,989 - mmaction - INFO - Epoch [60][3240/3757] lr: 1.000e-02, eta: 4 days, 5:31:52, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2955, top1_acc: 0.4953, top5_acc: 0.7305, loss_cls: 2.1885, loss: 3.4840, grad_norm: 6.7511 2021-07-05 19:08:00,690 - mmaction - INFO - Epoch [60][3260/3757] lr: 1.000e-02, eta: 4 days, 5:31:32, time: 1.136, data_time: 0.005, memory: 6921, loss_aux: 1.3240, top1_acc: 0.4805, top5_acc: 0.7117, loss_cls: 2.2874, loss: 3.6114, grad_norm: 6.9020 2021-07-05 19:08:23,162 - mmaction - INFO - Epoch [60][3280/3757] lr: 1.000e-02, eta: 4 days, 5:31:11, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 1.2626, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1745, loss: 3.4371, grad_norm: 6.7734 2021-07-05 19:08:44,490 - mmaction - INFO - Epoch [60][3300/3757] lr: 1.000e-02, eta: 4 days, 5:30:49, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2702, top1_acc: 0.5086, top5_acc: 0.7234, loss_cls: 2.2016, loss: 3.4719, grad_norm: 6.7690 2021-07-05 19:09:05,780 - mmaction - INFO - Epoch [60][3320/3757] lr: 1.000e-02, eta: 4 days, 5:30:27, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2892, top1_acc: 0.5266, top5_acc: 0.7195, loss_cls: 2.2265, loss: 3.5157, grad_norm: 6.7239 2021-07-05 19:09:27,817 - mmaction - INFO - Epoch [60][3340/3757] lr: 1.000e-02, eta: 4 days, 5:30:06, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.2755, top1_acc: 0.5023, top5_acc: 0.7336, loss_cls: 2.1888, loss: 3.4643, grad_norm: 6.9976 2021-07-05 19:09:49,211 - mmaction - INFO - Epoch [60][3360/3757] lr: 1.000e-02, eta: 4 days, 5:29:45, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2584, top1_acc: 0.5141, top5_acc: 0.7281, loss_cls: 2.1511, loss: 3.4095, grad_norm: 6.8259 2021-07-05 19:10:10,520 - mmaction - INFO - Epoch [60][3380/3757] lr: 1.000e-02, eta: 4 days, 5:29:23, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5195, top5_acc: 0.7391, loss_cls: 2.1730, loss: 3.4483, grad_norm: 6.9424 2021-07-05 19:10:32,875 - mmaction - INFO - Epoch [60][3400/3757] lr: 1.000e-02, eta: 4 days, 5:29:02, time: 1.116, data_time: 0.002, memory: 6921, loss_aux: 1.2651, top1_acc: 0.5047, top5_acc: 0.7477, loss_cls: 2.1634, loss: 3.4286, grad_norm: 6.9470 2021-07-05 19:10:55,269 - mmaction - INFO - Epoch [60][3420/3757] lr: 1.000e-02, eta: 4 days, 5:28:42, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.2095, top1_acc: 0.5305, top5_acc: 0.7594, loss_cls: 2.0470, loss: 3.2565, grad_norm: 6.8455 2021-07-05 19:11:18,036 - mmaction - INFO - Epoch [60][3440/3757] lr: 1.000e-02, eta: 4 days, 5:28:22, time: 1.140, data_time: 0.004, memory: 6921, loss_aux: 1.2700, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.2227, loss: 3.4927, grad_norm: 6.8876 2021-07-05 19:11:40,175 - mmaction - INFO - Epoch [60][3460/3757] lr: 1.000e-02, eta: 4 days, 5:28:01, time: 1.107, data_time: 0.001, memory: 6921, loss_aux: 1.2672, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.1884, loss: 3.4556, grad_norm: 6.9671 2021-07-05 19:12:01,292 - mmaction - INFO - Epoch [60][3480/3757] lr: 1.000e-02, eta: 4 days, 5:27:39, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2791, top1_acc: 0.4805, top5_acc: 0.7297, loss_cls: 2.1882, loss: 3.4672, grad_norm: 6.7696 2021-07-05 19:12:22,379 - mmaction - INFO - Epoch [60][3500/3757] lr: 1.000e-02, eta: 4 days, 5:27:17, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2757, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1304, loss: 3.4062, grad_norm: 6.8071 2021-07-05 19:12:44,344 - mmaction - INFO - Epoch [60][3520/3757] lr: 1.000e-02, eta: 4 days, 5:26:55, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.2418, top1_acc: 0.5133, top5_acc: 0.7281, loss_cls: 2.1795, loss: 3.4212, grad_norm: 6.6201 2021-07-05 19:13:06,303 - mmaction - INFO - Epoch [60][3540/3757] lr: 1.000e-02, eta: 4 days, 5:26:35, time: 1.100, data_time: 0.006, memory: 6921, loss_aux: 1.2706, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1465, loss: 3.4171, grad_norm: 6.7494 2021-07-05 19:13:27,483 - mmaction - INFO - Epoch [60][3560/3757] lr: 1.000e-02, eta: 4 days, 5:26:12, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3112, top1_acc: 0.4875, top5_acc: 0.7156, loss_cls: 2.2891, loss: 3.6003, grad_norm: 6.6107 2021-07-05 19:13:48,622 - mmaction - INFO - Epoch [60][3580/3757] lr: 1.000e-02, eta: 4 days, 5:25:50, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2924, top1_acc: 0.5000, top5_acc: 0.7148, loss_cls: 2.2581, loss: 3.5505, grad_norm: 6.6541 2021-07-05 19:14:10,571 - mmaction - INFO - Epoch [60][3600/3757] lr: 1.000e-02, eta: 4 days, 5:25:29, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.2394, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.1123, loss: 3.3516, grad_norm: 6.6085 2021-07-05 19:14:31,713 - mmaction - INFO - Epoch [60][3620/3757] lr: 1.000e-02, eta: 4 days, 5:25:07, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2650, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.1564, loss: 3.4213, grad_norm: 6.7158 2021-07-05 19:14:53,088 - mmaction - INFO - Epoch [60][3640/3757] lr: 1.000e-02, eta: 4 days, 5:24:45, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2872, top1_acc: 0.4859, top5_acc: 0.7305, loss_cls: 2.2314, loss: 3.5186, grad_norm: 6.7712 2021-07-05 19:15:15,020 - mmaction - INFO - Epoch [60][3660/3757] lr: 1.000e-02, eta: 4 days, 5:24:24, time: 1.094, data_time: 0.020, memory: 6921, loss_aux: 1.2419, top1_acc: 0.5289, top5_acc: 0.7406, loss_cls: 2.1372, loss: 3.3791, grad_norm: 6.6628 2021-07-05 19:15:37,088 - mmaction - INFO - Epoch [60][3680/3757] lr: 1.000e-02, eta: 4 days, 5:24:03, time: 1.106, data_time: 0.041, memory: 6921, loss_aux: 1.3131, top1_acc: 0.4859, top5_acc: 0.7211, loss_cls: 2.2373, loss: 3.5504, grad_norm: 6.9626 2021-07-05 19:15:59,529 - mmaction - INFO - Epoch [60][3700/3757] lr: 1.000e-02, eta: 4 days, 5:23:43, time: 1.121, data_time: 0.071, memory: 6921, loss_aux: 1.2586, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.1113, loss: 3.3699, grad_norm: 6.7771 2021-07-05 19:16:20,792 - mmaction - INFO - Epoch [60][3720/3757] lr: 1.000e-02, eta: 4 days, 5:23:21, time: 1.063, data_time: 0.010, memory: 6921, loss_aux: 1.2546, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.1112, loss: 3.3659, grad_norm: 6.6535 2021-07-05 19:16:41,849 - mmaction - INFO - Epoch [60][3740/3757] lr: 1.000e-02, eta: 4 days, 5:22:58, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2610, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1801, loss: 3.4411, grad_norm: 6.7504 2021-07-05 19:17:00,449 - mmaction - INFO - Saving checkpoint at 60 epochs 2021-07-05 19:21:51,124 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-05 19:21:51,945 - mmaction - INFO - top1_acc 0.5940 top5_acc 0.8259 2021-07-05 19:21:51,946 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-05 19:21:51,977 - mmaction - INFO - mean_acc 0.5939 2021-07-05 19:21:51,985 - mmaction - INFO - Epoch(val) [60][310] top1_acc: 0.5940, top5_acc: 0.8259, mean_class_accuracy: 0.5939 2021-07-05 19:22:54,316 - mmaction - INFO - Epoch [61][20/3757] lr: 1.000e-02, eta: 4 days, 5:22:52, time: 3.114, data_time: 1.957, memory: 6921, loss_aux: 1.2930, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.2314, loss: 3.5244, grad_norm: 6.8985 2021-07-05 19:23:16,412 - mmaction - INFO - Epoch [61][40/3757] lr: 1.000e-02, eta: 4 days, 5:22:31, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.2564, top1_acc: 0.5188, top5_acc: 0.7305, loss_cls: 2.1620, loss: 3.4183, grad_norm: 6.7274 2021-07-05 19:23:38,334 - mmaction - INFO - Epoch [61][60/3757] lr: 1.000e-02, eta: 4 days, 5:22:10, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2700, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1199, loss: 3.3899, grad_norm: 6.7761 2021-07-05 19:23:59,840 - mmaction - INFO - Epoch [61][80/3757] lr: 1.000e-02, eta: 4 days, 5:21:48, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2239, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.0697, loss: 3.2936, grad_norm: 6.6816 2021-07-05 19:24:22,438 - mmaction - INFO - Epoch [61][100/3757] lr: 1.000e-02, eta: 4 days, 5:21:28, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 1.2633, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.1590, loss: 3.4223, grad_norm: 6.8893 2021-07-05 19:24:43,433 - mmaction - INFO - Epoch [61][120/3757] lr: 1.000e-02, eta: 4 days, 5:21:06, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.2487, top1_acc: 0.5133, top5_acc: 0.7367, loss_cls: 2.1328, loss: 3.3815, grad_norm: 6.9466 2021-07-05 19:25:05,144 - mmaction - INFO - Epoch [61][140/3757] lr: 1.000e-02, eta: 4 days, 5:20:44, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2046, top1_acc: 0.5172, top5_acc: 0.7633, loss_cls: 2.0603, loss: 3.2649, grad_norm: 6.7697 2021-07-05 19:25:26,919 - mmaction - INFO - Epoch [61][160/3757] lr: 1.000e-02, eta: 4 days, 5:20:23, time: 1.086, data_time: 0.001, memory: 6921, loss_aux: 1.2432, top1_acc: 0.5125, top5_acc: 0.7617, loss_cls: 2.0809, loss: 3.3242, grad_norm: 6.8731 2021-07-05 19:25:49,109 - mmaction - INFO - Epoch [61][180/3757] lr: 1.000e-02, eta: 4 days, 5:20:02, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5383, top5_acc: 0.7531, loss_cls: 2.0608, loss: 3.3180, grad_norm: 6.7898 2021-07-05 19:26:10,456 - mmaction - INFO - Epoch [61][200/3757] lr: 1.000e-02, eta: 4 days, 5:19:40, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2758, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1994, loss: 3.4752, grad_norm: 6.7955 2021-07-05 19:26:33,753 - mmaction - INFO - Epoch [61][220/3757] lr: 1.000e-02, eta: 4 days, 5:19:21, time: 1.166, data_time: 0.004, memory: 6921, loss_aux: 1.2676, top1_acc: 0.5109, top5_acc: 0.7305, loss_cls: 2.1604, loss: 3.4280, grad_norm: 6.7003 2021-07-05 19:26:54,749 - mmaction - INFO - Epoch [61][240/3757] lr: 1.000e-02, eta: 4 days, 5:18:59, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2916, top1_acc: 0.4984, top5_acc: 0.7445, loss_cls: 2.1835, loss: 3.4751, grad_norm: 6.7853 2021-07-05 19:27:16,145 - mmaction - INFO - Epoch [61][260/3757] lr: 1.000e-02, eta: 4 days, 5:18:37, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5125, top5_acc: 0.7359, loss_cls: 2.1629, loss: 3.4222, grad_norm: 6.8601 2021-07-05 19:27:38,239 - mmaction - INFO - Epoch [61][280/3757] lr: 1.000e-02, eta: 4 days, 5:18:16, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.2871, top1_acc: 0.5055, top5_acc: 0.7164, loss_cls: 2.2215, loss: 3.5086, grad_norm: 6.9673 2021-07-05 19:28:00,315 - mmaction - INFO - Epoch [61][300/3757] lr: 1.000e-02, eta: 4 days, 5:17:55, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.2742, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1539, loss: 3.4281, grad_norm: 6.8088 2021-07-05 19:28:21,410 - mmaction - INFO - Epoch [61][320/3757] lr: 1.000e-02, eta: 4 days, 5:17:33, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2181, top1_acc: 0.5109, top5_acc: 0.7617, loss_cls: 2.0860, loss: 3.3041, grad_norm: 6.6533 2021-07-05 19:28:43,173 - mmaction - INFO - Epoch [61][340/3757] lr: 1.000e-02, eta: 4 days, 5:17:11, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2043, top1_acc: 0.5297, top5_acc: 0.7609, loss_cls: 2.0143, loss: 3.2186, grad_norm: 6.4619 2021-07-05 19:29:04,344 - mmaction - INFO - Epoch [61][360/3757] lr: 1.000e-02, eta: 4 days, 5:16:49, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2519, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.1248, loss: 3.3766, grad_norm: 6.7602 2021-07-05 19:29:27,005 - mmaction - INFO - Epoch [61][380/3757] lr: 1.000e-02, eta: 4 days, 5:16:29, time: 1.133, data_time: 0.004, memory: 6921, loss_aux: 1.2659, top1_acc: 0.5195, top5_acc: 0.7422, loss_cls: 2.1520, loss: 3.4179, grad_norm: 6.8402 2021-07-05 19:29:48,918 - mmaction - INFO - Epoch [61][400/3757] lr: 1.000e-02, eta: 4 days, 5:16:08, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2451, top1_acc: 0.5109, top5_acc: 0.7586, loss_cls: 2.1048, loss: 3.3499, grad_norm: 6.9648 2021-07-05 19:30:11,617 - mmaction - INFO - Epoch [61][420/3757] lr: 1.000e-02, eta: 4 days, 5:15:48, time: 1.133, data_time: 0.001, memory: 6921, loss_aux: 1.2563, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1617, loss: 3.4180, grad_norm: 6.9344 2021-07-05 19:30:33,340 - mmaction - INFO - Epoch [61][440/3757] lr: 1.000e-02, eta: 4 days, 5:15:27, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2245, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0748, loss: 3.2993, grad_norm: 6.7161 2021-07-05 19:30:54,497 - mmaction - INFO - Epoch [61][460/3757] lr: 1.000e-02, eta: 4 days, 5:15:05, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2360, top1_acc: 0.5055, top5_acc: 0.7273, loss_cls: 2.1338, loss: 3.3698, grad_norm: 7.0161 2021-07-05 19:31:15,806 - mmaction - INFO - Epoch [61][480/3757] lr: 1.000e-02, eta: 4 days, 5:14:43, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2646, top1_acc: 0.5164, top5_acc: 0.7484, loss_cls: 2.1066, loss: 3.3713, grad_norm: 6.9227 2021-07-05 19:31:37,994 - mmaction - INFO - Epoch [61][500/3757] lr: 1.000e-02, eta: 4 days, 5:14:22, time: 1.108, data_time: 0.001, memory: 6921, loss_aux: 1.2474, top1_acc: 0.5211, top5_acc: 0.7492, loss_cls: 2.1116, loss: 3.3591, grad_norm: 6.9317 2021-07-05 19:31:59,468 - mmaction - INFO - Epoch [61][520/3757] lr: 1.000e-02, eta: 4 days, 5:14:00, time: 1.074, data_time: 0.017, memory: 6921, loss_aux: 1.2695, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1718, loss: 3.4413, grad_norm: 6.9641 2021-07-05 19:32:21,918 - mmaction - INFO - Epoch [61][540/3757] lr: 1.000e-02, eta: 4 days, 5:13:40, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.2782, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.1781, loss: 3.4563, grad_norm: 6.8627 2021-07-05 19:32:43,852 - mmaction - INFO - Epoch [61][560/3757] lr: 1.000e-02, eta: 4 days, 5:13:19, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2930, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2259, loss: 3.5189, grad_norm: 6.9349 2021-07-05 19:33:05,144 - mmaction - INFO - Epoch [61][580/3757] lr: 1.000e-02, eta: 4 days, 5:12:57, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2813, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.1368, loss: 3.4180, grad_norm: 6.8275 2021-07-05 19:33:27,914 - mmaction - INFO - Epoch [61][600/3757] lr: 1.000e-02, eta: 4 days, 5:12:37, time: 1.138, data_time: 0.002, memory: 6921, loss_aux: 1.1877, top1_acc: 0.5289, top5_acc: 0.7609, loss_cls: 2.0047, loss: 3.1924, grad_norm: 6.7412 2021-07-05 19:33:48,955 - mmaction - INFO - Epoch [61][620/3757] lr: 1.000e-02, eta: 4 days, 5:12:14, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2922, top1_acc: 0.5180, top5_acc: 0.7391, loss_cls: 2.1745, loss: 3.4667, grad_norm: 6.7543 2021-07-05 19:34:10,734 - mmaction - INFO - Epoch [61][640/3757] lr: 1.000e-02, eta: 4 days, 5:11:53, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2974, top1_acc: 0.4781, top5_acc: 0.7203, loss_cls: 2.2362, loss: 3.5336, grad_norm: 6.9150 2021-07-05 19:34:32,586 - mmaction - INFO - Epoch [61][660/3757] lr: 1.000e-02, eta: 4 days, 5:11:32, time: 1.093, data_time: 0.030, memory: 6921, loss_aux: 1.2379, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.1140, loss: 3.3519, grad_norm: 6.7195 2021-07-05 19:34:54,425 - mmaction - INFO - Epoch [61][680/3757] lr: 1.000e-02, eta: 4 days, 5:11:11, time: 1.093, data_time: 0.040, memory: 6921, loss_aux: 1.3026, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2782, loss: 3.5808, grad_norm: 6.9645 2021-07-05 19:35:15,715 - mmaction - INFO - Epoch [61][700/3757] lr: 1.000e-02, eta: 4 days, 5:10:49, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2740, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1468, loss: 3.4208, grad_norm: 6.8086 2021-07-05 19:35:38,292 - mmaction - INFO - Epoch [61][720/3757] lr: 1.000e-02, eta: 4 days, 5:10:29, time: 1.131, data_time: 0.003, memory: 6921, loss_aux: 1.2715, top1_acc: 0.4813, top5_acc: 0.7391, loss_cls: 2.1929, loss: 3.4644, grad_norm: 6.9152 2021-07-05 19:36:00,075 - mmaction - INFO - Epoch [61][740/3757] lr: 1.000e-02, eta: 4 days, 5:10:07, time: 1.088, data_time: 0.018, memory: 6921, loss_aux: 1.2781, top1_acc: 0.5227, top5_acc: 0.7430, loss_cls: 2.1205, loss: 3.3986, grad_norm: 6.8720 2021-07-05 19:36:22,367 - mmaction - INFO - Epoch [61][760/3757] lr: 1.000e-02, eta: 4 days, 5:09:47, time: 1.116, data_time: 0.080, memory: 6921, loss_aux: 1.1769, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 1.9942, loss: 3.1711, grad_norm: 6.8033 2021-07-05 19:36:43,889 - mmaction - INFO - Epoch [61][780/3757] lr: 1.000e-02, eta: 4 days, 5:09:25, time: 1.076, data_time: 0.040, memory: 6921, loss_aux: 1.2720, top1_acc: 0.5125, top5_acc: 0.7297, loss_cls: 2.1826, loss: 3.4546, grad_norm: 6.8738 2021-07-05 19:37:05,399 - mmaction - INFO - Epoch [61][800/3757] lr: 1.000e-02, eta: 4 days, 5:09:03, time: 1.073, data_time: 0.040, memory: 6921, loss_aux: 1.3079, top1_acc: 0.4820, top5_acc: 0.7234, loss_cls: 2.2608, loss: 3.5687, grad_norm: 6.8529 2021-07-05 19:37:27,077 - mmaction - INFO - Epoch [61][820/3757] lr: 1.000e-02, eta: 4 days, 5:08:42, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2075, top1_acc: 0.5445, top5_acc: 0.7453, loss_cls: 2.0857, loss: 3.2932, grad_norm: 6.8917 2021-07-05 19:37:48,538 - mmaction - INFO - Epoch [61][840/3757] lr: 1.000e-02, eta: 4 days, 5:08:20, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.2149, top1_acc: 0.5422, top5_acc: 0.7602, loss_cls: 2.0427, loss: 3.2576, grad_norm: 6.7198 2021-07-05 19:38:09,742 - mmaction - INFO - Epoch [61][860/3757] lr: 1.000e-02, eta: 4 days, 5:07:58, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2588, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1767, loss: 3.4355, grad_norm: 6.9854 2021-07-05 19:38:31,625 - mmaction - INFO - Epoch [61][880/3757] lr: 1.000e-02, eta: 4 days, 5:07:37, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.1963, top1_acc: 0.5234, top5_acc: 0.7656, loss_cls: 2.0209, loss: 3.2172, grad_norm: 6.7159 2021-07-05 19:38:53,143 - mmaction - INFO - Epoch [61][900/3757] lr: 1.000e-02, eta: 4 days, 5:07:15, time: 1.077, data_time: 0.025, memory: 6921, loss_aux: 1.2733, top1_acc: 0.4867, top5_acc: 0.7398, loss_cls: 2.1834, loss: 3.4567, grad_norm: 7.1680 2021-07-05 19:39:15,652 - mmaction - INFO - Epoch [61][920/3757] lr: 1.000e-02, eta: 4 days, 5:06:55, time: 1.126, data_time: 0.004, memory: 6921, loss_aux: 1.2455, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1833, loss: 3.4288, grad_norm: 6.9070 2021-07-05 19:39:36,652 - mmaction - INFO - Epoch [61][940/3757] lr: 1.000e-02, eta: 4 days, 5:06:32, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2749, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.1679, loss: 3.4429, grad_norm: 6.7666 2021-07-05 19:39:59,073 - mmaction - INFO - Epoch [61][960/3757] lr: 1.000e-02, eta: 4 days, 5:06:12, time: 1.124, data_time: 0.007, memory: 6921, loss_aux: 1.2392, top1_acc: 0.5172, top5_acc: 0.7508, loss_cls: 2.0876, loss: 3.3268, grad_norm: 6.7885 2021-07-05 19:40:20,306 - mmaction - INFO - Epoch [61][980/3757] lr: 1.000e-02, eta: 4 days, 5:05:50, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3064, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.2439, loss: 3.5503, grad_norm: 7.1057 2021-07-05 19:40:41,765 - mmaction - INFO - Epoch [61][1000/3757] lr: 1.000e-02, eta: 4 days, 5:05:28, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.2336, top1_acc: 0.5242, top5_acc: 0.7445, loss_cls: 2.0719, loss: 3.3055, grad_norm: 6.7211 2021-07-05 19:41:04,004 - mmaction - INFO - Epoch [61][1020/3757] lr: 1.000e-02, eta: 4 days, 5:05:07, time: 1.113, data_time: 0.026, memory: 6921, loss_aux: 1.2685, top1_acc: 0.5164, top5_acc: 0.7320, loss_cls: 2.1639, loss: 3.4325, grad_norm: 6.7918 2021-07-05 19:41:25,789 - mmaction - INFO - Epoch [61][1040/3757] lr: 1.000e-02, eta: 4 days, 5:04:46, time: 1.088, data_time: 0.046, memory: 6921, loss_aux: 1.2868, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2002, loss: 3.4870, grad_norm: 6.7566 2021-07-05 19:41:47,518 - mmaction - INFO - Epoch [61][1060/3757] lr: 1.000e-02, eta: 4 days, 5:04:25, time: 1.088, data_time: 0.040, memory: 6921, loss_aux: 1.2424, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.1231, loss: 3.3655, grad_norm: 6.7301 2021-07-05 19:42:09,849 - mmaction - INFO - Epoch [61][1080/3757] lr: 1.000e-02, eta: 4 days, 5:04:04, time: 1.116, data_time: 0.071, memory: 6921, loss_aux: 1.3072, top1_acc: 0.4914, top5_acc: 0.7281, loss_cls: 2.2774, loss: 3.5846, grad_norm: 7.0367 2021-07-05 19:42:31,770 - mmaction - INFO - Epoch [61][1100/3757] lr: 1.000e-02, eta: 4 days, 5:03:43, time: 1.097, data_time: 0.055, memory: 6921, loss_aux: 1.2729, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.1481, loss: 3.4210, grad_norm: 6.8639 2021-07-05 19:42:52,917 - mmaction - INFO - Epoch [61][1120/3757] lr: 1.000e-02, eta: 4 days, 5:03:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2335, top1_acc: 0.5266, top5_acc: 0.7406, loss_cls: 2.0902, loss: 3.3237, grad_norm: 6.7125 2021-07-05 19:43:15,065 - mmaction - INFO - Epoch [61][1140/3757] lr: 1.000e-02, eta: 4 days, 5:03:00, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.2278, top1_acc: 0.5094, top5_acc: 0.7492, loss_cls: 2.0972, loss: 3.3250, grad_norm: 6.8932 2021-07-05 19:43:36,099 - mmaction - INFO - Epoch [61][1160/3757] lr: 1.000e-02, eta: 4 days, 5:02:38, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2739, top1_acc: 0.5141, top5_acc: 0.7312, loss_cls: 2.1772, loss: 3.4511, grad_norm: 6.7928 2021-07-05 19:43:57,247 - mmaction - INFO - Epoch [61][1180/3757] lr: 1.000e-02, eta: 4 days, 5:02:16, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2840, top1_acc: 0.5016, top5_acc: 0.7461, loss_cls: 2.1634, loss: 3.4474, grad_norm: 6.8650 2021-07-05 19:44:19,190 - mmaction - INFO - Epoch [61][1200/3757] lr: 1.000e-02, eta: 4 days, 5:01:54, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.2720, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1674, loss: 3.4394, grad_norm: 6.9513 2021-07-05 19:44:41,236 - mmaction - INFO - Epoch [61][1220/3757] lr: 1.000e-02, eta: 4 days, 5:01:34, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2508, top1_acc: 0.5320, top5_acc: 0.7469, loss_cls: 2.1153, loss: 3.3660, grad_norm: 6.6829 2021-07-05 19:45:02,151 - mmaction - INFO - Epoch [61][1240/3757] lr: 1.000e-02, eta: 4 days, 5:01:11, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.1744, top1_acc: 0.5336, top5_acc: 0.7531, loss_cls: 2.0149, loss: 3.1893, grad_norm: 6.6857 2021-07-05 19:45:23,335 - mmaction - INFO - Epoch [61][1260/3757] lr: 1.000e-02, eta: 4 days, 5:00:49, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2659, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1419, loss: 3.4078, grad_norm: 6.8696 2021-07-05 19:45:45,124 - mmaction - INFO - Epoch [61][1280/3757] lr: 1.000e-02, eta: 4 days, 5:00:27, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2621, top1_acc: 0.5250, top5_acc: 0.7430, loss_cls: 2.1662, loss: 3.4284, grad_norm: 6.9351 2021-07-05 19:46:06,807 - mmaction - INFO - Epoch [61][1300/3757] lr: 1.000e-02, eta: 4 days, 5:00:06, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1578, loss: 3.4289, grad_norm: 6.8708 2021-07-05 19:46:28,212 - mmaction - INFO - Epoch [61][1320/3757] lr: 1.000e-02, eta: 4 days, 4:59:44, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2753, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.1695, loss: 3.4447, grad_norm: 6.9132 2021-07-05 19:46:50,904 - mmaction - INFO - Epoch [61][1340/3757] lr: 1.000e-02, eta: 4 days, 4:59:24, time: 1.133, data_time: 0.002, memory: 6921, loss_aux: 1.2603, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1526, loss: 3.4128, grad_norm: 6.9989 2021-07-05 19:47:12,495 - mmaction - INFO - Epoch [61][1360/3757] lr: 1.000e-02, eta: 4 days, 4:59:03, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.2056, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0569, loss: 3.2625, grad_norm: 6.6208 2021-07-05 19:47:33,734 - mmaction - INFO - Epoch [61][1380/3757] lr: 1.000e-02, eta: 4 days, 4:58:40, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2901, top1_acc: 0.4813, top5_acc: 0.7328, loss_cls: 2.1971, loss: 3.4872, grad_norm: 7.0911 2021-07-05 19:47:55,484 - mmaction - INFO - Epoch [61][1400/3757] lr: 1.000e-02, eta: 4 days, 4:58:19, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2036, top1_acc: 0.5477, top5_acc: 0.7492, loss_cls: 2.0485, loss: 3.2522, grad_norm: 6.6715 2021-07-05 19:48:16,810 - mmaction - INFO - Epoch [61][1420/3757] lr: 1.000e-02, eta: 4 days, 4:57:57, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2403, top1_acc: 0.5375, top5_acc: 0.7445, loss_cls: 2.0610, loss: 3.3013, grad_norm: 6.8808 2021-07-05 19:48:38,602 - mmaction - INFO - Epoch [61][1440/3757] lr: 1.000e-02, eta: 4 days, 4:57:36, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2785, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.1179, loss: 3.3965, grad_norm: 6.9858 2021-07-05 19:49:00,145 - mmaction - INFO - Epoch [61][1460/3757] lr: 1.000e-02, eta: 4 days, 4:57:14, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2644, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1469, loss: 3.4113, grad_norm: 7.0914 2021-07-05 19:49:21,568 - mmaction - INFO - Epoch [61][1480/3757] lr: 1.000e-02, eta: 4 days, 4:56:52, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2522, top1_acc: 0.5109, top5_acc: 0.7297, loss_cls: 2.1861, loss: 3.4383, grad_norm: 6.9319 2021-07-05 19:49:42,970 - mmaction - INFO - Epoch [61][1500/3757] lr: 1.000e-02, eta: 4 days, 4:56:30, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2513, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1374, loss: 3.3886, grad_norm: 6.7635 2021-07-05 19:50:04,695 - mmaction - INFO - Epoch [61][1520/3757] lr: 1.000e-02, eta: 4 days, 4:56:09, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5102, top5_acc: 0.7453, loss_cls: 2.1592, loss: 3.4129, grad_norm: 6.9036 2021-07-05 19:50:26,011 - mmaction - INFO - Epoch [61][1540/3757] lr: 1.000e-02, eta: 4 days, 4:55:47, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2530, top1_acc: 0.5211, top5_acc: 0.7406, loss_cls: 2.1393, loss: 3.3923, grad_norm: 6.8003 2021-07-05 19:50:48,532 - mmaction - INFO - Epoch [61][1560/3757] lr: 1.000e-02, eta: 4 days, 4:55:27, time: 1.128, data_time: 0.005, memory: 6921, loss_aux: 1.2750, top1_acc: 0.5148, top5_acc: 0.7555, loss_cls: 2.1484, loss: 3.4234, grad_norm: 6.8940 2021-07-05 19:51:10,395 - mmaction - INFO - Epoch [61][1580/3757] lr: 1.000e-02, eta: 4 days, 4:55:06, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.3016, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2682, loss: 3.5698, grad_norm: 6.9999 2021-07-05 19:51:31,587 - mmaction - INFO - Epoch [61][1600/3757] lr: 1.000e-02, eta: 4 days, 4:54:43, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2682, top1_acc: 0.4945, top5_acc: 0.7531, loss_cls: 2.1596, loss: 3.4278, grad_norm: 6.8861 2021-07-05 19:51:53,348 - mmaction - INFO - Epoch [61][1620/3757] lr: 1.000e-02, eta: 4 days, 4:54:22, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2516, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1950, loss: 3.4466, grad_norm: 6.8384 2021-07-05 19:52:15,575 - mmaction - INFO - Epoch [61][1640/3757] lr: 1.000e-02, eta: 4 days, 4:54:02, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.2587, top1_acc: 0.5109, top5_acc: 0.7281, loss_cls: 2.1878, loss: 3.4466, grad_norm: 6.6182 2021-07-05 19:52:36,685 - mmaction - INFO - Epoch [61][1660/3757] lr: 1.000e-02, eta: 4 days, 4:53:39, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2673, top1_acc: 0.5227, top5_acc: 0.7297, loss_cls: 2.1487, loss: 3.4160, grad_norm: 6.7073 2021-07-05 19:52:58,219 - mmaction - INFO - Epoch [61][1680/3757] lr: 1.000e-02, eta: 4 days, 4:53:18, time: 1.077, data_time: 0.007, memory: 6921, loss_aux: 1.2725, top1_acc: 0.4977, top5_acc: 0.7539, loss_cls: 2.1756, loss: 3.4480, grad_norm: 6.9319 2021-07-05 19:53:20,005 - mmaction - INFO - Epoch [61][1700/3757] lr: 1.000e-02, eta: 4 days, 4:52:56, time: 1.088, data_time: 0.032, memory: 6921, loss_aux: 1.2456, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1344, loss: 3.3800, grad_norm: 6.7652 2021-07-05 19:53:41,749 - mmaction - INFO - Epoch [61][1720/3757] lr: 1.000e-02, eta: 4 days, 4:52:35, time: 1.088, data_time: 0.033, memory: 6921, loss_aux: 1.2675, top1_acc: 0.5055, top5_acc: 0.7297, loss_cls: 2.2166, loss: 3.4841, grad_norm: 6.8228 2021-07-05 19:54:03,866 - mmaction - INFO - Epoch [61][1740/3757] lr: 1.000e-02, eta: 4 days, 4:52:14, time: 1.107, data_time: 0.043, memory: 6921, loss_aux: 1.2910, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2260, loss: 3.5171, grad_norm: 6.7636 2021-07-05 19:54:25,403 - mmaction - INFO - Epoch [61][1760/3757] lr: 1.000e-02, eta: 4 days, 4:51:52, time: 1.074, data_time: 0.033, memory: 6921, loss_aux: 1.2338, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.1391, loss: 3.3729, grad_norm: 6.6899 2021-07-05 19:54:47,207 - mmaction - INFO - Epoch [61][1780/3757] lr: 1.000e-02, eta: 4 days, 4:51:31, time: 1.092, data_time: 0.045, memory: 6921, loss_aux: 1.2426, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.0766, loss: 3.3193, grad_norm: 6.6907 2021-07-05 19:55:08,216 - mmaction - INFO - Epoch [61][1800/3757] lr: 1.000e-02, eta: 4 days, 4:51:09, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2169, top1_acc: 0.5242, top5_acc: 0.7398, loss_cls: 2.1003, loss: 3.3172, grad_norm: 6.7077 2021-07-05 19:55:30,279 - mmaction - INFO - Epoch [61][1820/3757] lr: 1.000e-02, eta: 4 days, 4:50:48, time: 1.103, data_time: 0.055, memory: 6921, loss_aux: 1.2584, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.1302, loss: 3.3885, grad_norm: 6.8875 2021-07-05 19:55:52,452 - mmaction - INFO - Epoch [61][1840/3757] lr: 1.000e-02, eta: 4 days, 4:50:27, time: 1.110, data_time: 0.062, memory: 6921, loss_aux: 1.2752, top1_acc: 0.4898, top5_acc: 0.7227, loss_cls: 2.2305, loss: 3.5057, grad_norm: 6.7793 2021-07-05 19:56:14,133 - mmaction - INFO - Epoch [61][1860/3757] lr: 1.000e-02, eta: 4 days, 4:50:06, time: 1.085, data_time: 0.021, memory: 6921, loss_aux: 1.2991, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2219, loss: 3.5210, grad_norm: 7.0449 2021-07-05 19:56:35,487 - mmaction - INFO - Epoch [61][1880/3757] lr: 1.000e-02, eta: 4 days, 4:49:44, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.2716, top1_acc: 0.5133, top5_acc: 0.7211, loss_cls: 2.2053, loss: 3.4770, grad_norm: 6.7532 2021-07-05 19:56:56,655 - mmaction - INFO - Epoch [61][1900/3757] lr: 1.000e-02, eta: 4 days, 4:49:21, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3034, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1805, loss: 3.4839, grad_norm: 6.8462 2021-07-05 19:57:18,360 - mmaction - INFO - Epoch [61][1920/3757] lr: 1.000e-02, eta: 4 days, 4:49:00, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2958, top1_acc: 0.4961, top5_acc: 0.7227, loss_cls: 2.2441, loss: 3.5399, grad_norm: 6.9307 2021-07-05 19:57:40,155 - mmaction - INFO - Epoch [61][1940/3757] lr: 1.000e-02, eta: 4 days, 4:48:39, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2345, top1_acc: 0.5180, top5_acc: 0.7273, loss_cls: 2.1149, loss: 3.3494, grad_norm: 6.6851 2021-07-05 19:58:02,493 - mmaction - INFO - Epoch [61][1960/3757] lr: 1.000e-02, eta: 4 days, 4:48:18, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.2529, top1_acc: 0.5047, top5_acc: 0.7555, loss_cls: 2.1672, loss: 3.4200, grad_norm: 6.7955 2021-07-05 19:58:23,942 - mmaction - INFO - Epoch [61][1980/3757] lr: 1.000e-02, eta: 4 days, 4:47:56, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2378, top1_acc: 0.5031, top5_acc: 0.7531, loss_cls: 2.1279, loss: 3.3658, grad_norm: 6.7491 2021-07-05 19:58:45,298 - mmaction - INFO - Epoch [61][2000/3757] lr: 1.000e-02, eta: 4 days, 4:47:35, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2638, top1_acc: 0.5086, top5_acc: 0.7359, loss_cls: 2.1612, loss: 3.4250, grad_norm: 6.7885 2021-07-05 19:59:06,296 - mmaction - INFO - Epoch [61][2020/3757] lr: 1.000e-02, eta: 4 days, 4:47:12, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2058, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0397, loss: 3.2455, grad_norm: 6.6731 2021-07-05 19:59:27,813 - mmaction - INFO - Epoch [61][2040/3757] lr: 1.000e-02, eta: 4 days, 4:46:50, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2954, top1_acc: 0.4898, top5_acc: 0.7234, loss_cls: 2.2351, loss: 3.5305, grad_norm: 6.8390 2021-07-05 19:59:50,116 - mmaction - INFO - Epoch [61][2060/3757] lr: 1.000e-02, eta: 4 days, 4:46:30, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 1.3287, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1988, loss: 3.5275, grad_norm: 6.8362 2021-07-05 20:00:11,031 - mmaction - INFO - Epoch [61][2080/3757] lr: 1.000e-02, eta: 4 days, 4:46:07, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2835, top1_acc: 0.4891, top5_acc: 0.7328, loss_cls: 2.2256, loss: 3.5090, grad_norm: 6.9319 2021-07-05 20:00:32,471 - mmaction - INFO - Epoch [61][2100/3757] lr: 1.000e-02, eta: 4 days, 4:45:45, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2691, top1_acc: 0.4945, top5_acc: 0.7281, loss_cls: 2.2180, loss: 3.4871, grad_norm: 6.9409 2021-07-05 20:00:54,227 - mmaction - INFO - Epoch [61][2120/3757] lr: 1.000e-02, eta: 4 days, 4:45:24, time: 1.088, data_time: 0.001, memory: 6921, loss_aux: 1.2577, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.1515, loss: 3.4092, grad_norm: 6.7012 2021-07-05 20:01:16,319 - mmaction - INFO - Epoch [61][2140/3757] lr: 1.000e-02, eta: 4 days, 4:45:03, time: 1.103, data_time: 0.001, memory: 6921, loss_aux: 1.2900, top1_acc: 0.5180, top5_acc: 0.7492, loss_cls: 2.1513, loss: 3.4413, grad_norm: 6.6627 2021-07-05 20:01:38,034 - mmaction - INFO - Epoch [61][2160/3757] lr: 1.000e-02, eta: 4 days, 4:44:42, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2413, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.1097, loss: 3.3509, grad_norm: 6.8490 2021-07-05 20:01:59,455 - mmaction - INFO - Epoch [61][2180/3757] lr: 1.000e-02, eta: 4 days, 4:44:20, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.2623, top1_acc: 0.4961, top5_acc: 0.7469, loss_cls: 2.1315, loss: 3.3938, grad_norm: 6.7402 2021-07-05 20:02:21,341 - mmaction - INFO - Epoch [61][2200/3757] lr: 1.000e-02, eta: 4 days, 4:43:59, time: 1.096, data_time: 0.021, memory: 6921, loss_aux: 1.2296, top1_acc: 0.5281, top5_acc: 0.7578, loss_cls: 2.0861, loss: 3.3157, grad_norm: 6.7774 2021-07-05 20:02:43,301 - mmaction - INFO - Epoch [61][2220/3757] lr: 1.000e-02, eta: 4 days, 4:43:38, time: 1.097, data_time: 0.058, memory: 6921, loss_aux: 1.2572, top1_acc: 0.4992, top5_acc: 0.7430, loss_cls: 2.1247, loss: 3.3819, grad_norm: 6.7453 2021-07-05 20:03:05,362 - mmaction - INFO - Epoch [61][2240/3757] lr: 1.000e-02, eta: 4 days, 4:43:17, time: 1.102, data_time: 0.054, memory: 6921, loss_aux: 1.2494, top1_acc: 0.5156, top5_acc: 0.7305, loss_cls: 2.1491, loss: 3.3986, grad_norm: 6.6415 2021-07-05 20:03:26,430 - mmaction - INFO - Epoch [61][2260/3757] lr: 1.000e-02, eta: 4 days, 4:42:55, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.2861, top1_acc: 0.4961, top5_acc: 0.7367, loss_cls: 2.1908, loss: 3.4769, grad_norm: 6.9351 2021-07-05 20:03:47,696 - mmaction - INFO - Epoch [61][2280/3757] lr: 1.000e-02, eta: 4 days, 4:42:32, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2560, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1613, loss: 3.4174, grad_norm: 6.9449 2021-07-05 20:04:09,056 - mmaction - INFO - Epoch [61][2300/3757] lr: 1.000e-02, eta: 4 days, 4:42:10, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2223, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.0624, loss: 3.2847, grad_norm: 6.8294 2021-07-05 20:04:30,366 - mmaction - INFO - Epoch [61][2320/3757] lr: 1.000e-02, eta: 4 days, 4:41:49, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2610, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.1732, loss: 3.4342, grad_norm: 6.8493 2021-07-05 20:04:52,473 - mmaction - INFO - Epoch [61][2340/3757] lr: 1.000e-02, eta: 4 days, 4:41:28, time: 1.107, data_time: 0.011, memory: 6921, loss_aux: 1.2499, top1_acc: 0.5086, top5_acc: 0.7336, loss_cls: 2.1592, loss: 3.4091, grad_norm: 6.9639 2021-07-05 20:05:15,069 - mmaction - INFO - Epoch [61][2360/3757] lr: 1.000e-02, eta: 4 days, 4:41:08, time: 1.130, data_time: 0.002, memory: 6921, loss_aux: 1.2433, top1_acc: 0.5258, top5_acc: 0.7609, loss_cls: 2.0491, loss: 3.2924, grad_norm: 6.8391 2021-07-05 20:05:37,153 - mmaction - INFO - Epoch [61][2380/3757] lr: 1.000e-02, eta: 4 days, 4:40:47, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.3281, top1_acc: 0.4945, top5_acc: 0.7102, loss_cls: 2.2886, loss: 3.6167, grad_norm: 7.1476 2021-07-05 20:05:58,689 - mmaction - INFO - Epoch [61][2400/3757] lr: 1.000e-02, eta: 4 days, 4:40:25, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2792, top1_acc: 0.4813, top5_acc: 0.7172, loss_cls: 2.2413, loss: 3.5205, grad_norm: 6.7500 2021-07-05 20:06:20,426 - mmaction - INFO - Epoch [61][2420/3757] lr: 1.000e-02, eta: 4 days, 4:40:04, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2817, top1_acc: 0.5055, top5_acc: 0.7344, loss_cls: 2.1649, loss: 3.4466, grad_norm: 6.5596 2021-07-05 20:06:42,557 - mmaction - INFO - Epoch [61][2440/3757] lr: 1.000e-02, eta: 4 days, 4:39:43, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.2554, top1_acc: 0.5195, top5_acc: 0.7430, loss_cls: 2.1485, loss: 3.4040, grad_norm: 6.9230 2021-07-05 20:07:03,402 - mmaction - INFO - Epoch [61][2460/3757] lr: 1.000e-02, eta: 4 days, 4:39:20, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.2310, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0807, loss: 3.3117, grad_norm: 6.6966 2021-07-05 20:07:24,976 - mmaction - INFO - Epoch [61][2480/3757] lr: 1.000e-02, eta: 4 days, 4:38:59, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2493, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.1042, loss: 3.3535, grad_norm: 6.9438 2021-07-05 20:07:46,237 - mmaction - INFO - Epoch [61][2500/3757] lr: 1.000e-02, eta: 4 days, 4:38:36, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.3059, top1_acc: 0.5000, top5_acc: 0.7398, loss_cls: 2.1926, loss: 3.4985, grad_norm: 7.0634 2021-07-05 20:08:08,203 - mmaction - INFO - Epoch [61][2520/3757] lr: 1.000e-02, eta: 4 days, 4:38:15, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2613, top1_acc: 0.4984, top5_acc: 0.7516, loss_cls: 2.1361, loss: 3.3974, grad_norm: 7.0753 2021-07-05 20:08:29,782 - mmaction - INFO - Epoch [61][2540/3757] lr: 1.000e-02, eta: 4 days, 4:37:54, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2620, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0953, loss: 3.3572, grad_norm: 6.7868 2021-07-05 20:08:51,784 - mmaction - INFO - Epoch [61][2560/3757] lr: 1.000e-02, eta: 4 days, 4:37:33, time: 1.098, data_time: 0.001, memory: 6921, loss_aux: 1.2769, top1_acc: 0.5109, top5_acc: 0.7219, loss_cls: 2.2137, loss: 3.4906, grad_norm: 6.9124 2021-07-05 20:09:12,698 - mmaction - INFO - Epoch [61][2580/3757] lr: 1.000e-02, eta: 4 days, 4:37:10, time: 1.046, data_time: 0.006, memory: 6921, loss_aux: 1.2026, top1_acc: 0.5266, top5_acc: 0.7578, loss_cls: 2.0707, loss: 3.2733, grad_norm: 6.8101 2021-07-05 20:09:34,585 - mmaction - INFO - Epoch [61][2600/3757] lr: 1.000e-02, eta: 4 days, 4:36:49, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2494, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1243, loss: 3.3738, grad_norm: 6.7872 2021-07-05 20:09:56,471 - mmaction - INFO - Epoch [61][2620/3757] lr: 1.000e-02, eta: 4 days, 4:36:28, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2805, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1502, loss: 3.4308, grad_norm: 6.7617 2021-07-05 20:10:17,641 - mmaction - INFO - Epoch [61][2640/3757] lr: 1.000e-02, eta: 4 days, 4:36:06, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2822, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2475, loss: 3.5296, grad_norm: 6.8754 2021-07-05 20:10:40,147 - mmaction - INFO - Epoch [61][2660/3757] lr: 1.000e-02, eta: 4 days, 4:35:45, time: 1.126, data_time: 0.077, memory: 6921, loss_aux: 1.2675, top1_acc: 0.5234, top5_acc: 0.7484, loss_cls: 2.1170, loss: 3.3845, grad_norm: 6.6363 2021-07-05 20:11:01,408 - mmaction - INFO - Epoch [61][2680/3757] lr: 1.000e-02, eta: 4 days, 4:35:23, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2622, top1_acc: 0.5070, top5_acc: 0.7312, loss_cls: 2.1628, loss: 3.4250, grad_norm: 6.8856 2021-07-05 20:11:22,479 - mmaction - INFO - Epoch [61][2700/3757] lr: 1.000e-02, eta: 4 days, 4:35:01, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2666, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.1268, loss: 3.3934, grad_norm: 6.8923 2021-07-05 20:11:43,597 - mmaction - INFO - Epoch [61][2720/3757] lr: 1.000e-02, eta: 4 days, 4:34:39, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2033, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 2.0697, loss: 3.2730, grad_norm: 6.7520 2021-07-05 20:12:04,808 - mmaction - INFO - Epoch [61][2740/3757] lr: 1.000e-02, eta: 4 days, 4:34:17, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2297, top1_acc: 0.5062, top5_acc: 0.7469, loss_cls: 2.1029, loss: 3.3326, grad_norm: 6.7579 2021-07-05 20:12:26,537 - mmaction - INFO - Epoch [61][2760/3757] lr: 1.000e-02, eta: 4 days, 4:33:55, time: 1.087, data_time: 0.007, memory: 6921, loss_aux: 1.2731, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.2002, loss: 3.4733, grad_norm: 6.8281 2021-07-05 20:12:48,897 - mmaction - INFO - Epoch [61][2780/3757] lr: 1.000e-02, eta: 4 days, 4:33:35, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 1.2492, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.1190, loss: 3.3682, grad_norm: 6.4690 2021-07-05 20:13:10,227 - mmaction - INFO - Epoch [61][2800/3757] lr: 1.000e-02, eta: 4 days, 4:33:13, time: 1.066, data_time: 0.007, memory: 6921, loss_aux: 1.2502, top1_acc: 0.5242, top5_acc: 0.7445, loss_cls: 2.0915, loss: 3.3416, grad_norm: 6.7591 2021-07-05 20:13:32,764 - mmaction - INFO - Epoch [61][2820/3757] lr: 1.000e-02, eta: 4 days, 4:32:53, time: 1.128, data_time: 0.087, memory: 6921, loss_aux: 1.2310, top1_acc: 0.5148, top5_acc: 0.7406, loss_cls: 2.0934, loss: 3.3244, grad_norm: 6.5708 2021-07-05 20:13:54,102 - mmaction - INFO - Epoch [61][2840/3757] lr: 1.000e-02, eta: 4 days, 4:32:31, time: 1.067, data_time: 0.020, memory: 6921, loss_aux: 1.2792, top1_acc: 0.5016, top5_acc: 0.7156, loss_cls: 2.1987, loss: 3.4779, grad_norm: 6.8791 2021-07-05 20:14:15,450 - mmaction - INFO - Epoch [61][2860/3757] lr: 1.000e-02, eta: 4 days, 4:32:09, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5094, top5_acc: 0.7273, loss_cls: 2.1627, loss: 3.4097, grad_norm: 6.7692 2021-07-05 20:14:36,731 - mmaction - INFO - Epoch [61][2880/3757] lr: 1.000e-02, eta: 4 days, 4:31:47, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2097, top1_acc: 0.5266, top5_acc: 0.7555, loss_cls: 2.0458, loss: 3.2554, grad_norm: 6.8038 2021-07-05 20:14:58,971 - mmaction - INFO - Epoch [61][2900/3757] lr: 1.000e-02, eta: 4 days, 4:31:26, time: 1.111, data_time: 0.001, memory: 6921, loss_aux: 1.2437, top1_acc: 0.5055, top5_acc: 0.7547, loss_cls: 2.1145, loss: 3.3582, grad_norm: 6.7444 2021-07-05 20:15:20,465 - mmaction - INFO - Epoch [61][2920/3757] lr: 1.000e-02, eta: 4 days, 4:31:04, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2924, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1729, loss: 3.4653, grad_norm: 6.9716 2021-07-05 20:15:42,247 - mmaction - INFO - Epoch [61][2940/3757] lr: 1.000e-02, eta: 4 days, 4:30:43, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2817, top1_acc: 0.5117, top5_acc: 0.7328, loss_cls: 2.2120, loss: 3.4936, grad_norm: 7.0176 2021-07-05 20:16:03,612 - mmaction - INFO - Epoch [61][2960/3757] lr: 1.000e-02, eta: 4 days, 4:30:21, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2212, top1_acc: 0.5211, top5_acc: 0.7430, loss_cls: 2.1088, loss: 3.3300, grad_norm: 6.9784 2021-07-05 20:16:25,059 - mmaction - INFO - Epoch [61][2980/3757] lr: 1.000e-02, eta: 4 days, 4:29:59, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2787, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1616, loss: 3.4403, grad_norm: 7.0070 2021-07-05 20:16:46,688 - mmaction - INFO - Epoch [61][3000/3757] lr: 1.000e-02, eta: 4 days, 4:29:38, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2880, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1769, loss: 3.4649, grad_norm: 7.0213 2021-07-05 20:17:08,404 - mmaction - INFO - Epoch [61][3020/3757] lr: 1.000e-02, eta: 4 days, 4:29:16, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2651, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1724, loss: 3.4375, grad_norm: 6.6677 2021-07-05 20:17:30,160 - mmaction - INFO - Epoch [61][3040/3757] lr: 1.000e-02, eta: 4 days, 4:28:55, time: 1.088, data_time: 0.005, memory: 6921, loss_aux: 1.2852, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.1927, loss: 3.4778, grad_norm: 6.7743 2021-07-05 20:17:51,926 - mmaction - INFO - Epoch [61][3060/3757] lr: 1.000e-02, eta: 4 days, 4:28:34, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2295, top1_acc: 0.5188, top5_acc: 0.7359, loss_cls: 2.1458, loss: 3.3752, grad_norm: 6.7225 2021-07-05 20:18:13,548 - mmaction - INFO - Epoch [61][3080/3757] lr: 1.000e-02, eta: 4 days, 4:28:12, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.2785, top1_acc: 0.5148, top5_acc: 0.7484, loss_cls: 2.1186, loss: 3.3971, grad_norm: 6.9360 2021-07-05 20:18:35,983 - mmaction - INFO - Epoch [61][3100/3757] lr: 1.000e-02, eta: 4 days, 4:27:52, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 1.2642, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1677, loss: 3.4319, grad_norm: 6.9277 2021-07-05 20:18:57,249 - mmaction - INFO - Epoch [61][3120/3757] lr: 1.000e-02, eta: 4 days, 4:27:30, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2552, top1_acc: 0.5023, top5_acc: 0.7406, loss_cls: 2.1255, loss: 3.3807, grad_norm: 6.8394 2021-07-05 20:19:19,176 - mmaction - INFO - Epoch [61][3140/3757] lr: 1.000e-02, eta: 4 days, 4:27:09, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.2283, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1106, loss: 3.3389, grad_norm: 6.7059 2021-07-05 20:19:41,601 - mmaction - INFO - Epoch [61][3160/3757] lr: 1.000e-02, eta: 4 days, 4:26:48, time: 1.123, data_time: 0.005, memory: 6921, loss_aux: 1.2524, top1_acc: 0.5289, top5_acc: 0.7320, loss_cls: 2.1126, loss: 3.3651, grad_norm: 6.6463 2021-07-05 20:20:02,747 - mmaction - INFO - Epoch [61][3180/3757] lr: 1.000e-02, eta: 4 days, 4:26:26, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2472, top1_acc: 0.5266, top5_acc: 0.7445, loss_cls: 2.1123, loss: 3.3595, grad_norm: 6.8073 2021-07-05 20:20:23,966 - mmaction - INFO - Epoch [61][3200/3757] lr: 1.000e-02, eta: 4 days, 4:26:04, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2808, top1_acc: 0.5141, top5_acc: 0.7359, loss_cls: 2.1727, loss: 3.4535, grad_norm: 6.9264 2021-07-05 20:20:45,855 - mmaction - INFO - Epoch [61][3220/3757] lr: 1.000e-02, eta: 4 days, 4:25:43, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.2626, top1_acc: 0.5320, top5_acc: 0.7516, loss_cls: 2.1094, loss: 3.3720, grad_norm: 6.7893 2021-07-05 20:21:07,215 - mmaction - INFO - Epoch [61][3240/3757] lr: 1.000e-02, eta: 4 days, 4:25:21, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2282, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0977, loss: 3.3259, grad_norm: 6.7663 2021-07-05 20:21:29,844 - mmaction - INFO - Epoch [61][3260/3757] lr: 1.000e-02, eta: 4 days, 4:25:01, time: 1.131, data_time: 0.005, memory: 6921, loss_aux: 1.3228, top1_acc: 0.4805, top5_acc: 0.7188, loss_cls: 2.2907, loss: 3.6135, grad_norm: 7.1289 2021-07-05 20:21:51,444 - mmaction - INFO - Epoch [61][3280/3757] lr: 1.000e-02, eta: 4 days, 4:24:39, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3577, top1_acc: 0.4797, top5_acc: 0.7039, loss_cls: 2.3750, loss: 3.7327, grad_norm: 7.0176 2021-07-05 20:22:13,065 - mmaction - INFO - Epoch [61][3300/3757] lr: 1.000e-02, eta: 4 days, 4:24:18, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.3236, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2569, loss: 3.5805, grad_norm: 6.8955 2021-07-05 20:22:35,764 - mmaction - INFO - Epoch [61][3320/3757] lr: 1.000e-02, eta: 4 days, 4:23:58, time: 1.136, data_time: 0.003, memory: 6921, loss_aux: 1.3010, top1_acc: 0.4891, top5_acc: 0.7180, loss_cls: 2.2060, loss: 3.5069, grad_norm: 6.7021 2021-07-05 20:22:56,560 - mmaction - INFO - Epoch [61][3340/3757] lr: 1.000e-02, eta: 4 days, 4:23:35, time: 1.039, data_time: 0.001, memory: 6921, loss_aux: 1.2815, top1_acc: 0.5102, top5_acc: 0.7273, loss_cls: 2.2119, loss: 3.4934, grad_norm: 6.7670 2021-07-05 20:23:18,166 - mmaction - INFO - Epoch [61][3360/3757] lr: 1.000e-02, eta: 4 days, 4:23:13, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2394, top1_acc: 0.5352, top5_acc: 0.7547, loss_cls: 2.0862, loss: 3.3257, grad_norm: 6.5800 2021-07-05 20:23:39,886 - mmaction - INFO - Epoch [61][3380/3757] lr: 1.000e-02, eta: 4 days, 4:22:52, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 1.2673, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1373, loss: 3.4046, grad_norm: 6.7373 2021-07-05 20:24:01,718 - mmaction - INFO - Epoch [61][3400/3757] lr: 1.000e-02, eta: 4 days, 4:22:31, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.2543, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1540, loss: 3.4084, grad_norm: 6.9389 2021-07-05 20:24:22,945 - mmaction - INFO - Epoch [61][3420/3757] lr: 1.000e-02, eta: 4 days, 4:22:09, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2513, top1_acc: 0.5227, top5_acc: 0.7289, loss_cls: 2.1390, loss: 3.3903, grad_norm: 6.6876 2021-07-05 20:24:44,685 - mmaction - INFO - Epoch [61][3440/3757] lr: 1.000e-02, eta: 4 days, 4:21:47, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2268, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1072, loss: 3.3340, grad_norm: 6.6752 2021-07-05 20:25:06,667 - mmaction - INFO - Epoch [61][3460/3757] lr: 1.000e-02, eta: 4 days, 4:21:26, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2742, top1_acc: 0.5195, top5_acc: 0.7312, loss_cls: 2.1942, loss: 3.4684, grad_norm: 6.8340 2021-07-05 20:25:28,652 - mmaction - INFO - Epoch [61][3480/3757] lr: 1.000e-02, eta: 4 days, 4:21:05, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.2951, top1_acc: 0.5102, top5_acc: 0.7289, loss_cls: 2.2083, loss: 3.5035, grad_norm: 6.8394 2021-07-05 20:25:50,724 - mmaction - INFO - Epoch [61][3500/3757] lr: 1.000e-02, eta: 4 days, 4:20:44, time: 1.103, data_time: 0.006, memory: 6921, loss_aux: 1.2541, top1_acc: 0.5031, top5_acc: 0.7352, loss_cls: 2.1555, loss: 3.4096, grad_norm: 6.7160 2021-07-05 20:26:11,815 - mmaction - INFO - Epoch [61][3520/3757] lr: 1.000e-02, eta: 4 days, 4:20:22, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2508, top1_acc: 0.5180, top5_acc: 0.7258, loss_cls: 2.1739, loss: 3.4247, grad_norm: 6.8802 2021-07-05 20:26:33,155 - mmaction - INFO - Epoch [61][3540/3757] lr: 1.000e-02, eta: 4 days, 4:20:00, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.2668, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1723, loss: 3.4391, grad_norm: 6.8429 2021-07-05 20:26:56,034 - mmaction - INFO - Epoch [61][3560/3757] lr: 1.000e-02, eta: 4 days, 4:19:40, time: 1.145, data_time: 0.005, memory: 6921, loss_aux: 1.2814, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1730, loss: 3.4544, grad_norm: 6.9529 2021-07-05 20:27:17,150 - mmaction - INFO - Epoch [61][3580/3757] lr: 1.000e-02, eta: 4 days, 4:19:18, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2880, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.2061, loss: 3.4941, grad_norm: 7.1616 2021-07-05 20:27:38,238 - mmaction - INFO - Epoch [61][3600/3757] lr: 1.000e-02, eta: 4 days, 4:18:56, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2388, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.1145, loss: 3.3533, grad_norm: 6.8355 2021-07-05 20:28:01,174 - mmaction - INFO - Epoch [61][3620/3757] lr: 1.000e-02, eta: 4 days, 4:18:36, time: 1.146, data_time: 0.006, memory: 6921, loss_aux: 1.2624, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.1709, loss: 3.4333, grad_norm: 6.8212 2021-07-05 20:28:22,191 - mmaction - INFO - Epoch [61][3640/3757] lr: 1.000e-02, eta: 4 days, 4:18:14, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2624, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1622, loss: 3.4246, grad_norm: 6.7077 2021-07-05 20:28:43,602 - mmaction - INFO - Epoch [61][3660/3757] lr: 1.000e-02, eta: 4 days, 4:17:52, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2335, top1_acc: 0.5242, top5_acc: 0.7492, loss_cls: 2.1091, loss: 3.3425, grad_norm: 6.4858 2021-07-05 20:29:05,397 - mmaction - INFO - Epoch [61][3680/3757] lr: 1.000e-02, eta: 4 days, 4:17:30, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2861, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.1752, loss: 3.4613, grad_norm: 6.9697 2021-07-05 20:29:27,943 - mmaction - INFO - Epoch [61][3700/3757] lr: 1.000e-02, eta: 4 days, 4:17:10, time: 1.126, data_time: 0.005, memory: 6921, loss_aux: 1.2638, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.2233, loss: 3.4871, grad_norm: 7.0422 2021-07-05 20:29:49,142 - mmaction - INFO - Epoch [61][3720/3757] lr: 1.000e-02, eta: 4 days, 4:16:48, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.3072, top1_acc: 0.4938, top5_acc: 0.7180, loss_cls: 2.2524, loss: 3.5595, grad_norm: 6.8292 2021-07-05 20:30:10,318 - mmaction - INFO - Epoch [61][3740/3757] lr: 1.000e-02, eta: 4 days, 4:16:26, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2798, top1_acc: 0.5266, top5_acc: 0.7281, loss_cls: 2.1226, loss: 3.4024, grad_norm: 6.7048 2021-07-05 20:30:29,161 - mmaction - INFO - Saving checkpoint at 61 epochs 2021-07-05 20:31:33,586 - mmaction - INFO - Epoch [62][20/3757] lr: 1.000e-02, eta: 4 days, 4:16:19, time: 3.140, data_time: 2.112, memory: 6921, loss_aux: 1.2165, top1_acc: 0.5359, top5_acc: 0.7469, loss_cls: 2.0434, loss: 3.2599, grad_norm: 6.7870 2021-07-05 20:31:54,548 - mmaction - INFO - Epoch [62][40/3757] lr: 1.000e-02, eta: 4 days, 4:15:57, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.2052, top1_acc: 0.5383, top5_acc: 0.7508, loss_cls: 2.0627, loss: 3.2679, grad_norm: 6.5969 2021-07-05 20:32:15,637 - mmaction - INFO - Epoch [62][60/3757] lr: 1.000e-02, eta: 4 days, 4:15:34, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2787, top1_acc: 0.4898, top5_acc: 0.7148, loss_cls: 2.2134, loss: 3.4921, grad_norm: 6.9556 2021-07-05 20:32:38,219 - mmaction - INFO - Epoch [62][80/3757] lr: 1.000e-02, eta: 4 days, 4:15:14, time: 1.130, data_time: 0.035, memory: 6921, loss_aux: 1.2475, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1073, loss: 3.3548, grad_norm: 6.8013 2021-07-05 20:32:59,813 - mmaction - INFO - Epoch [62][100/3757] lr: 1.000e-02, eta: 4 days, 4:14:53, time: 1.080, data_time: 0.035, memory: 6921, loss_aux: 1.2523, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.0822, loss: 3.3344, grad_norm: 6.8067 2021-07-05 20:33:20,815 - mmaction - INFO - Epoch [62][120/3757] lr: 1.000e-02, eta: 4 days, 4:14:30, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.2581, top1_acc: 0.5328, top5_acc: 0.7562, loss_cls: 2.0721, loss: 3.3303, grad_norm: 6.9022 2021-07-05 20:33:42,318 - mmaction - INFO - Epoch [62][140/3757] lr: 1.000e-02, eta: 4 days, 4:14:09, time: 1.076, data_time: 0.028, memory: 6921, loss_aux: 1.2569, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1765, loss: 3.4334, grad_norm: 6.8792 2021-07-05 20:34:04,434 - mmaction - INFO - Epoch [62][160/3757] lr: 1.000e-02, eta: 4 days, 4:13:48, time: 1.106, data_time: 0.054, memory: 6921, loss_aux: 1.2937, top1_acc: 0.5000, top5_acc: 0.7258, loss_cls: 2.2232, loss: 3.5168, grad_norm: 6.9826 2021-07-05 20:34:25,325 - mmaction - INFO - Epoch [62][180/3757] lr: 1.000e-02, eta: 4 days, 4:13:25, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.2267, top1_acc: 0.5219, top5_acc: 0.7602, loss_cls: 2.0727, loss: 3.2995, grad_norm: 6.8871 2021-07-05 20:34:46,722 - mmaction - INFO - Epoch [62][200/3757] lr: 1.000e-02, eta: 4 days, 4:13:03, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2263, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 2.0210, loss: 3.2473, grad_norm: 6.7375 2021-07-05 20:35:08,281 - mmaction - INFO - Epoch [62][220/3757] lr: 1.000e-02, eta: 4 days, 4:12:42, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2365, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.0724, loss: 3.3089, grad_norm: 6.7746 2021-07-05 20:35:29,442 - mmaction - INFO - Epoch [62][240/3757] lr: 1.000e-02, eta: 4 days, 4:12:19, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2472, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1435, loss: 3.3907, grad_norm: 6.7640 2021-07-05 20:35:50,815 - mmaction - INFO - Epoch [62][260/3757] lr: 1.000e-02, eta: 4 days, 4:11:57, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2754, top1_acc: 0.5055, top5_acc: 0.7266, loss_cls: 2.1787, loss: 3.4541, grad_norm: 6.8965 2021-07-05 20:36:12,010 - mmaction - INFO - Epoch [62][280/3757] lr: 1.000e-02, eta: 4 days, 4:11:35, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.2556, top1_acc: 0.5070, top5_acc: 0.7586, loss_cls: 2.0724, loss: 3.3280, grad_norm: 6.6763 2021-07-05 20:36:33,638 - mmaction - INFO - Epoch [62][300/3757] lr: 1.000e-02, eta: 4 days, 4:11:14, time: 1.081, data_time: 0.029, memory: 6921, loss_aux: 1.2730, top1_acc: 0.4797, top5_acc: 0.7320, loss_cls: 2.2131, loss: 3.4861, grad_norm: 6.9185 2021-07-05 20:36:55,215 - mmaction - INFO - Epoch [62][320/3757] lr: 1.000e-02, eta: 4 days, 4:10:52, time: 1.079, data_time: 0.030, memory: 6921, loss_aux: 1.2289, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1136, loss: 3.3424, grad_norm: 6.6985 2021-07-05 20:37:16,295 - mmaction - INFO - Epoch [62][340/3757] lr: 1.000e-02, eta: 4 days, 4:10:30, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2597, top1_acc: 0.5094, top5_acc: 0.7273, loss_cls: 2.1513, loss: 3.4110, grad_norm: 6.8009 2021-07-05 20:37:39,629 - mmaction - INFO - Epoch [62][360/3757] lr: 1.000e-02, eta: 4 days, 4:10:11, time: 1.166, data_time: 0.147, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5055, top5_acc: 0.7445, loss_cls: 2.1580, loss: 3.4176, grad_norm: 7.0720 2021-07-05 20:38:00,375 - mmaction - INFO - Epoch [62][380/3757] lr: 1.000e-02, eta: 4 days, 4:09:48, time: 1.036, data_time: 0.001, memory: 6921, loss_aux: 1.2520, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1442, loss: 3.3962, grad_norm: 6.8454 2021-07-05 20:38:21,494 - mmaction - INFO - Epoch [62][400/3757] lr: 1.000e-02, eta: 4 days, 4:09:26, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3001, top1_acc: 0.4914, top5_acc: 0.7250, loss_cls: 2.2416, loss: 3.5418, grad_norm: 6.9411 2021-07-05 20:38:44,574 - mmaction - INFO - Epoch [62][420/3757] lr: 1.000e-02, eta: 4 days, 4:09:06, time: 1.154, data_time: 0.003, memory: 6921, loss_aux: 1.2493, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1279, loss: 3.3772, grad_norm: 6.7453 2021-07-05 20:39:05,788 - mmaction - INFO - Epoch [62][440/3757] lr: 1.000e-02, eta: 4 days, 4:08:44, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2750, top1_acc: 0.5211, top5_acc: 0.7273, loss_cls: 2.1677, loss: 3.4426, grad_norm: 6.7988 2021-07-05 20:39:26,781 - mmaction - INFO - Epoch [62][460/3757] lr: 1.000e-02, eta: 4 days, 4:08:22, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.2042, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0799, loss: 3.2841, grad_norm: 6.8125 2021-07-05 20:39:48,233 - mmaction - INFO - Epoch [62][480/3757] lr: 1.000e-02, eta: 4 days, 4:08:00, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2379, top1_acc: 0.5398, top5_acc: 0.7484, loss_cls: 2.0506, loss: 3.2886, grad_norm: 6.8891 2021-07-05 20:40:10,654 - mmaction - INFO - Epoch [62][500/3757] lr: 1.000e-02, eta: 4 days, 4:07:39, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 1.2816, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.1883, loss: 3.4699, grad_norm: 7.0283 2021-07-05 20:40:31,501 - mmaction - INFO - Epoch [62][520/3757] lr: 1.000e-02, eta: 4 days, 4:07:17, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2424, top1_acc: 0.5219, top5_acc: 0.7477, loss_cls: 2.0863, loss: 3.3287, grad_norm: 6.9030 2021-07-05 20:40:52,829 - mmaction - INFO - Epoch [62][540/3757] lr: 1.000e-02, eta: 4 days, 4:06:55, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2651, top1_acc: 0.5281, top5_acc: 0.7469, loss_cls: 2.0943, loss: 3.3594, grad_norm: 6.8833 2021-07-05 20:41:14,397 - mmaction - INFO - Epoch [62][560/3757] lr: 1.000e-02, eta: 4 days, 4:06:33, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2518, top1_acc: 0.5172, top5_acc: 0.7406, loss_cls: 2.1326, loss: 3.3844, grad_norm: 6.7932 2021-07-05 20:41:35,748 - mmaction - INFO - Epoch [62][580/3757] lr: 1.000e-02, eta: 4 days, 4:06:11, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2588, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.1369, loss: 3.3957, grad_norm: 6.9743 2021-07-05 20:41:57,064 - mmaction - INFO - Epoch [62][600/3757] lr: 1.000e-02, eta: 4 days, 4:05:49, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2504, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1664, loss: 3.4168, grad_norm: 6.9926 2021-07-05 20:42:18,478 - mmaction - INFO - Epoch [62][620/3757] lr: 1.000e-02, eta: 4 days, 4:05:27, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2236, top1_acc: 0.5188, top5_acc: 0.7711, loss_cls: 2.0279, loss: 3.2515, grad_norm: 6.9361 2021-07-05 20:42:39,936 - mmaction - INFO - Epoch [62][640/3757] lr: 1.000e-02, eta: 4 days, 4:05:05, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2761, top1_acc: 0.5062, top5_acc: 0.7555, loss_cls: 2.1241, loss: 3.4002, grad_norm: 6.9985 2021-07-05 20:43:02,187 - mmaction - INFO - Epoch [62][660/3757] lr: 1.000e-02, eta: 4 days, 4:04:45, time: 1.115, data_time: 0.005, memory: 6921, loss_aux: 1.2084, top1_acc: 0.5258, top5_acc: 0.7578, loss_cls: 2.0497, loss: 3.2581, grad_norm: 6.7776 2021-07-05 20:43:24,596 - mmaction - INFO - Epoch [62][680/3757] lr: 1.000e-02, eta: 4 days, 4:04:24, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.2996, top1_acc: 0.4891, top5_acc: 0.7297, loss_cls: 2.2346, loss: 3.5342, grad_norm: 6.8534 2021-07-05 20:43:45,744 - mmaction - INFO - Epoch [62][700/3757] lr: 1.000e-02, eta: 4 days, 4:04:02, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2186, top1_acc: 0.5422, top5_acc: 0.7484, loss_cls: 2.0486, loss: 3.2672, grad_norm: 6.5745 2021-07-05 20:44:07,557 - mmaction - INFO - Epoch [62][720/3757] lr: 1.000e-02, eta: 4 days, 4:03:41, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2130, top1_acc: 0.5344, top5_acc: 0.7547, loss_cls: 2.0254, loss: 3.2384, grad_norm: 6.5660 2021-07-05 20:44:29,430 - mmaction - INFO - Epoch [62][740/3757] lr: 1.000e-02, eta: 4 days, 4:03:20, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.2356, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0998, loss: 3.3354, grad_norm: 6.7532 2021-07-05 20:44:50,528 - mmaction - INFO - Epoch [62][760/3757] lr: 1.000e-02, eta: 4 days, 4:02:57, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2788, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.1346, loss: 3.4134, grad_norm: 6.9320 2021-07-05 20:45:11,603 - mmaction - INFO - Epoch [62][780/3757] lr: 1.000e-02, eta: 4 days, 4:02:35, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2376, top1_acc: 0.5102, top5_acc: 0.7273, loss_cls: 2.1138, loss: 3.3514, grad_norm: 6.9508 2021-07-05 20:45:32,798 - mmaction - INFO - Epoch [62][800/3757] lr: 1.000e-02, eta: 4 days, 4:02:13, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2416, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.1110, loss: 3.3526, grad_norm: 6.8998 2021-07-05 20:45:54,937 - mmaction - INFO - Epoch [62][820/3757] lr: 1.000e-02, eta: 4 days, 4:01:52, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.2411, top1_acc: 0.5383, top5_acc: 0.7562, loss_cls: 2.0855, loss: 3.3266, grad_norm: 6.9350 2021-07-05 20:46:17,140 - mmaction - INFO - Epoch [62][840/3757] lr: 1.000e-02, eta: 4 days, 4:01:31, time: 1.108, data_time: 0.001, memory: 6921, loss_aux: 1.2554, top1_acc: 0.4828, top5_acc: 0.7266, loss_cls: 2.1359, loss: 3.3913, grad_norm: 6.7950 2021-07-05 20:46:38,462 - mmaction - INFO - Epoch [62][860/3757] lr: 1.000e-02, eta: 4 days, 4:01:09, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2875, top1_acc: 0.5148, top5_acc: 0.7289, loss_cls: 2.1960, loss: 3.4834, grad_norm: 6.6425 2021-07-05 20:46:59,566 - mmaction - INFO - Epoch [62][880/3757] lr: 1.000e-02, eta: 4 days, 4:00:47, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2490, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1293, loss: 3.3783, grad_norm: 6.6590 2021-07-05 20:47:20,773 - mmaction - INFO - Epoch [62][900/3757] lr: 1.000e-02, eta: 4 days, 4:00:25, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2439, top1_acc: 0.5070, top5_acc: 0.7297, loss_cls: 2.1701, loss: 3.4139, grad_norm: 6.8994 2021-07-05 20:47:42,624 - mmaction - INFO - Epoch [62][920/3757] lr: 1.000e-02, eta: 4 days, 4:00:04, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2147, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0648, loss: 3.2796, grad_norm: 6.6975 2021-07-05 20:48:04,085 - mmaction - INFO - Epoch [62][940/3757] lr: 1.000e-02, eta: 4 days, 3:59:42, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2657, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.1660, loss: 3.4317, grad_norm: 6.6718 2021-07-05 20:48:25,284 - mmaction - INFO - Epoch [62][960/3757] lr: 1.000e-02, eta: 4 days, 3:59:20, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2459, top1_acc: 0.5109, top5_acc: 0.7336, loss_cls: 2.1390, loss: 3.3849, grad_norm: 6.8145 2021-07-05 20:48:46,837 - mmaction - INFO - Epoch [62][980/3757] lr: 1.000e-02, eta: 4 days, 3:58:58, time: 1.076, data_time: 0.017, memory: 6921, loss_aux: 1.2577, top1_acc: 0.5164, top5_acc: 0.7242, loss_cls: 2.1436, loss: 3.4013, grad_norm: 6.7751 2021-07-05 20:49:08,692 - mmaction - INFO - Epoch [62][1000/3757] lr: 1.000e-02, eta: 4 days, 3:58:37, time: 1.094, data_time: 0.007, memory: 6921, loss_aux: 1.2941, top1_acc: 0.5172, top5_acc: 0.7180, loss_cls: 2.1944, loss: 3.4885, grad_norm: 6.7297 2021-07-05 20:49:31,201 - mmaction - INFO - Epoch [62][1020/3757] lr: 1.000e-02, eta: 4 days, 3:58:17, time: 1.125, data_time: 0.002, memory: 6921, loss_aux: 1.2602, top1_acc: 0.5047, top5_acc: 0.7516, loss_cls: 2.1020, loss: 3.3622, grad_norm: 6.9216 2021-07-05 20:49:52,271 - mmaction - INFO - Epoch [62][1040/3757] lr: 1.000e-02, eta: 4 days, 3:57:54, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2776, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2130, loss: 3.4906, grad_norm: 6.8907 2021-07-05 20:50:13,805 - mmaction - INFO - Epoch [62][1060/3757] lr: 1.000e-02, eta: 4 days, 3:57:33, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.2237, top1_acc: 0.5344, top5_acc: 0.7422, loss_cls: 2.1031, loss: 3.3268, grad_norm: 6.5534 2021-07-05 20:50:35,897 - mmaction - INFO - Epoch [62][1080/3757] lr: 1.000e-02, eta: 4 days, 3:57:12, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.2473, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.1028, loss: 3.3501, grad_norm: 6.7493 2021-07-05 20:50:57,161 - mmaction - INFO - Epoch [62][1100/3757] lr: 1.000e-02, eta: 4 days, 3:56:50, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2683, top1_acc: 0.5141, top5_acc: 0.7227, loss_cls: 2.1931, loss: 3.4614, grad_norm: 6.7586 2021-07-05 20:51:19,571 - mmaction - INFO - Epoch [62][1120/3757] lr: 1.000e-02, eta: 4 days, 3:56:29, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 1.2035, top1_acc: 0.5219, top5_acc: 0.7484, loss_cls: 2.0530, loss: 3.2565, grad_norm: 6.7289 2021-07-05 20:51:41,052 - mmaction - INFO - Epoch [62][1140/3757] lr: 1.000e-02, eta: 4 days, 3:56:08, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2575, top1_acc: 0.5227, top5_acc: 0.7336, loss_cls: 2.1122, loss: 3.3698, grad_norm: 6.9195 2021-07-05 20:52:02,028 - mmaction - INFO - Epoch [62][1160/3757] lr: 1.000e-02, eta: 4 days, 3:55:45, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2687, top1_acc: 0.5133, top5_acc: 0.7359, loss_cls: 2.2104, loss: 3.4792, grad_norm: 6.8554 2021-07-05 20:52:23,320 - mmaction - INFO - Epoch [62][1180/3757] lr: 1.000e-02, eta: 4 days, 3:55:23, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2758, top1_acc: 0.5047, top5_acc: 0.7328, loss_cls: 2.1819, loss: 3.4576, grad_norm: 6.9114 2021-07-05 20:52:44,827 - mmaction - INFO - Epoch [62][1200/3757] lr: 1.000e-02, eta: 4 days, 3:55:01, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2244, top1_acc: 0.5164, top5_acc: 0.7492, loss_cls: 2.0737, loss: 3.2981, grad_norm: 6.9103 2021-07-05 20:53:06,139 - mmaction - INFO - Epoch [62][1220/3757] lr: 1.000e-02, eta: 4 days, 3:54:39, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2563, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1915, loss: 3.4478, grad_norm: 6.9728 2021-07-05 20:53:29,237 - mmaction - INFO - Epoch [62][1240/3757] lr: 1.000e-02, eta: 4 days, 3:54:20, time: 1.154, data_time: 0.003, memory: 6921, loss_aux: 1.2633, top1_acc: 0.5164, top5_acc: 0.7375, loss_cls: 2.1635, loss: 3.4268, grad_norm: 6.7427 2021-07-05 20:53:51,639 - mmaction - INFO - Epoch [62][1260/3757] lr: 1.000e-02, eta: 4 days, 3:54:00, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 1.1955, top1_acc: 0.5273, top5_acc: 0.7734, loss_cls: 2.0263, loss: 3.2219, grad_norm: 6.7371 2021-07-05 20:54:12,469 - mmaction - INFO - Epoch [62][1280/3757] lr: 1.000e-02, eta: 4 days, 3:53:37, time: 1.040, data_time: 0.001, memory: 6921, loss_aux: 1.2481, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.1148, loss: 3.3629, grad_norm: 6.8956 2021-07-05 20:54:34,125 - mmaction - INFO - Epoch [62][1300/3757] lr: 1.000e-02, eta: 4 days, 3:53:15, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.2536, top1_acc: 0.5062, top5_acc: 0.7406, loss_cls: 2.1811, loss: 3.4346, grad_norm: 6.7863 2021-07-05 20:54:56,245 - mmaction - INFO - Epoch [62][1320/3757] lr: 1.000e-02, eta: 4 days, 3:52:54, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2435, top1_acc: 0.5172, top5_acc: 0.7297, loss_cls: 2.1206, loss: 3.3640, grad_norm: 6.6410 2021-07-05 20:55:17,102 - mmaction - INFO - Epoch [62][1340/3757] lr: 1.000e-02, eta: 4 days, 3:52:32, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 1.2568, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1307, loss: 3.3875, grad_norm: 6.7756 2021-07-05 20:55:38,162 - mmaction - INFO - Epoch [62][1360/3757] lr: 1.000e-02, eta: 4 days, 3:52:09, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2597, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1856, loss: 3.4454, grad_norm: 6.9526 2021-07-05 20:55:59,749 - mmaction - INFO - Epoch [62][1380/3757] lr: 1.000e-02, eta: 4 days, 3:51:48, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.2371, top1_acc: 0.5117, top5_acc: 0.7586, loss_cls: 2.0551, loss: 3.2923, grad_norm: 6.8506 2021-07-05 20:56:22,019 - mmaction - INFO - Epoch [62][1400/3757] lr: 1.000e-02, eta: 4 days, 3:51:27, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.2672, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.1572, loss: 3.4243, grad_norm: 6.8768 2021-07-05 20:56:43,645 - mmaction - INFO - Epoch [62][1420/3757] lr: 1.000e-02, eta: 4 days, 3:51:06, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2579, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1529, loss: 3.4108, grad_norm: 6.9239 2021-07-05 20:57:05,056 - mmaction - INFO - Epoch [62][1440/3757] lr: 1.000e-02, eta: 4 days, 3:50:44, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2344, top1_acc: 0.5195, top5_acc: 0.7391, loss_cls: 2.0873, loss: 3.3217, grad_norm: 6.6535 2021-07-05 20:57:27,158 - mmaction - INFO - Epoch [62][1460/3757] lr: 1.000e-02, eta: 4 days, 3:50:23, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.2340, top1_acc: 0.5219, top5_acc: 0.7484, loss_cls: 2.0849, loss: 3.3189, grad_norm: 6.7844 2021-07-05 20:57:48,525 - mmaction - INFO - Epoch [62][1480/3757] lr: 1.000e-02, eta: 4 days, 3:50:01, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2832, top1_acc: 0.5188, top5_acc: 0.7391, loss_cls: 2.1789, loss: 3.4621, grad_norm: 6.7912 2021-07-05 20:58:10,549 - mmaction - INFO - Epoch [62][1500/3757] lr: 1.000e-02, eta: 4 days, 3:49:40, time: 1.101, data_time: 0.006, memory: 6921, loss_aux: 1.2906, top1_acc: 0.5109, top5_acc: 0.7281, loss_cls: 2.1808, loss: 3.4714, grad_norm: 6.7973 2021-07-05 20:58:31,567 - mmaction - INFO - Epoch [62][1520/3757] lr: 1.000e-02, eta: 4 days, 3:49:18, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2585, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.1394, loss: 3.3979, grad_norm: 6.8074 2021-07-05 20:58:52,930 - mmaction - INFO - Epoch [62][1540/3757] lr: 1.000e-02, eta: 4 days, 3:48:56, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2510, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1600, loss: 3.4110, grad_norm: 6.9029 2021-07-05 20:59:14,109 - mmaction - INFO - Epoch [62][1560/3757] lr: 1.000e-02, eta: 4 days, 3:48:34, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2396, top1_acc: 0.5383, top5_acc: 0.7586, loss_cls: 2.0031, loss: 3.2427, grad_norm: 6.6247 2021-07-05 20:59:36,744 - mmaction - INFO - Epoch [62][1580/3757] lr: 1.000e-02, eta: 4 days, 3:48:13, time: 1.131, data_time: 0.003, memory: 6921, loss_aux: 1.2495, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1395, loss: 3.3890, grad_norm: 7.0136 2021-07-05 20:59:57,897 - mmaction - INFO - Epoch [62][1600/3757] lr: 1.000e-02, eta: 4 days, 3:47:51, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2275, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0381, loss: 3.2655, grad_norm: 6.7274 2021-07-05 21:00:19,012 - mmaction - INFO - Epoch [62][1620/3757] lr: 1.000e-02, eta: 4 days, 3:47:29, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2415, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1420, loss: 3.3835, grad_norm: 7.0310 2021-07-05 21:00:41,042 - mmaction - INFO - Epoch [62][1640/3757] lr: 1.000e-02, eta: 4 days, 3:47:08, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.2563, top1_acc: 0.5141, top5_acc: 0.7461, loss_cls: 2.1210, loss: 3.3773, grad_norm: 6.9494 2021-07-05 21:01:02,287 - mmaction - INFO - Epoch [62][1660/3757] lr: 1.000e-02, eta: 4 days, 3:46:46, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2559, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1621, loss: 3.4180, grad_norm: 6.8682 2021-07-05 21:01:23,574 - mmaction - INFO - Epoch [62][1680/3757] lr: 1.000e-02, eta: 4 days, 3:46:24, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2516, top1_acc: 0.5086, top5_acc: 0.7312, loss_cls: 2.1316, loss: 3.3832, grad_norm: 6.7855 2021-07-05 21:01:45,229 - mmaction - INFO - Epoch [62][1700/3757] lr: 1.000e-02, eta: 4 days, 3:46:02, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.1761, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9960, loss: 3.1722, grad_norm: 6.7357 2021-07-05 21:02:06,923 - mmaction - INFO - Epoch [62][1720/3757] lr: 1.000e-02, eta: 4 days, 3:45:41, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2625, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1425, loss: 3.4050, grad_norm: 6.8665 2021-07-05 21:02:28,809 - mmaction - INFO - Epoch [62][1740/3757] lr: 1.000e-02, eta: 4 days, 3:45:20, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2498, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.1396, loss: 3.3894, grad_norm: 6.9638 2021-07-05 21:02:50,731 - mmaction - INFO - Epoch [62][1760/3757] lr: 1.000e-02, eta: 4 days, 3:44:59, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.2436, top1_acc: 0.5289, top5_acc: 0.7445, loss_cls: 2.1235, loss: 3.3671, grad_norm: 7.1105 2021-07-05 21:03:11,677 - mmaction - INFO - Epoch [62][1780/3757] lr: 1.000e-02, eta: 4 days, 3:44:36, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.2580, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1565, loss: 3.4146, grad_norm: 6.7703 2021-07-05 21:03:33,251 - mmaction - INFO - Epoch [62][1800/3757] lr: 1.000e-02, eta: 4 days, 3:44:14, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2762, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1581, loss: 3.4343, grad_norm: 6.9073 2021-07-05 21:03:55,254 - mmaction - INFO - Epoch [62][1820/3757] lr: 1.000e-02, eta: 4 days, 3:43:53, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.2312, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.1017, loss: 3.3329, grad_norm: 6.7363 2021-07-05 21:04:16,380 - mmaction - INFO - Epoch [62][1840/3757] lr: 1.000e-02, eta: 4 days, 3:43:31, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2514, top1_acc: 0.5234, top5_acc: 0.7398, loss_cls: 2.1552, loss: 3.4066, grad_norm: 6.8028 2021-07-05 21:04:37,410 - mmaction - INFO - Epoch [62][1860/3757] lr: 1.000e-02, eta: 4 days, 3:43:09, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.2448, top1_acc: 0.5156, top5_acc: 0.7383, loss_cls: 2.1215, loss: 3.3662, grad_norm: 6.7072 2021-07-05 21:04:59,114 - mmaction - INFO - Epoch [62][1880/3757] lr: 1.000e-02, eta: 4 days, 3:42:47, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2634, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.1805, loss: 3.4438, grad_norm: 6.8689 2021-07-05 21:05:20,367 - mmaction - INFO - Epoch [62][1900/3757] lr: 1.000e-02, eta: 4 days, 3:42:25, time: 1.064, data_time: 0.024, memory: 6921, loss_aux: 1.2798, top1_acc: 0.4938, top5_acc: 0.7195, loss_cls: 2.1935, loss: 3.4732, grad_norm: 6.8239 2021-07-05 21:05:42,099 - mmaction - INFO - Epoch [62][1920/3757] lr: 1.000e-02, eta: 4 days, 3:42:04, time: 1.086, data_time: 0.001, memory: 6921, loss_aux: 1.2490, top1_acc: 0.5023, top5_acc: 0.7414, loss_cls: 2.1239, loss: 3.3729, grad_norm: 6.8465 2021-07-05 21:06:03,788 - mmaction - INFO - Epoch [62][1940/3757] lr: 1.000e-02, eta: 4 days, 3:41:42, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3167, top1_acc: 0.4953, top5_acc: 0.7172, loss_cls: 2.2460, loss: 3.5627, grad_norm: 6.9204 2021-07-05 21:06:25,374 - mmaction - INFO - Epoch [62][1960/3757] lr: 1.000e-02, eta: 4 days, 3:41:21, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5188, top5_acc: 0.7219, loss_cls: 2.1659, loss: 3.4412, grad_norm: 6.9964 2021-07-05 21:06:46,625 - mmaction - INFO - Epoch [62][1980/3757] lr: 1.000e-02, eta: 4 days, 3:40:59, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2896, top1_acc: 0.4938, top5_acc: 0.7273, loss_cls: 2.1876, loss: 3.4772, grad_norm: 6.9660 2021-07-05 21:07:07,874 - mmaction - INFO - Epoch [62][2000/3757] lr: 1.000e-02, eta: 4 days, 3:40:37, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.2848, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1370, loss: 3.4217, grad_norm: 6.9046 2021-07-05 21:07:29,426 - mmaction - INFO - Epoch [62][2020/3757] lr: 1.000e-02, eta: 4 days, 3:40:15, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2553, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.1217, loss: 3.3770, grad_norm: 6.8153 2021-07-05 21:07:51,245 - mmaction - INFO - Epoch [62][2040/3757] lr: 1.000e-02, eta: 4 days, 3:39:54, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2937, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.1532, loss: 3.4469, grad_norm: 6.9243 2021-07-05 21:08:12,652 - mmaction - INFO - Epoch [62][2060/3757] lr: 1.000e-02, eta: 4 days, 3:39:32, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2724, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1917, loss: 3.4641, grad_norm: 6.9790 2021-07-05 21:08:33,953 - mmaction - INFO - Epoch [62][2080/3757] lr: 1.000e-02, eta: 4 days, 3:39:10, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2473, top1_acc: 0.5102, top5_acc: 0.7562, loss_cls: 2.1085, loss: 3.3558, grad_norm: 6.9014 2021-07-05 21:08:55,319 - mmaction - INFO - Epoch [62][2100/3757] lr: 1.000e-02, eta: 4 days, 3:38:48, time: 1.068, data_time: 0.007, memory: 6921, loss_aux: 1.2347, top1_acc: 0.5172, top5_acc: 0.7383, loss_cls: 2.1199, loss: 3.3546, grad_norm: 6.8403 2021-07-05 21:09:16,496 - mmaction - INFO - Epoch [62][2120/3757] lr: 1.000e-02, eta: 4 days, 3:38:26, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2947, top1_acc: 0.5016, top5_acc: 0.7234, loss_cls: 2.2595, loss: 3.5542, grad_norm: 7.0409 2021-07-05 21:09:39,265 - mmaction - INFO - Epoch [62][2140/3757] lr: 1.000e-02, eta: 4 days, 3:38:06, time: 1.138, data_time: 0.001, memory: 6921, loss_aux: 1.2884, top1_acc: 0.5016, top5_acc: 0.7188, loss_cls: 2.2173, loss: 3.5057, grad_norm: 6.7755 2021-07-05 21:10:00,207 - mmaction - INFO - Epoch [62][2160/3757] lr: 1.000e-02, eta: 4 days, 3:37:43, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.2590, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1393, loss: 3.3983, grad_norm: 6.7405 2021-07-05 21:10:21,105 - mmaction - INFO - Epoch [62][2180/3757] lr: 1.000e-02, eta: 4 days, 3:37:21, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.2105, top1_acc: 0.5406, top5_acc: 0.7500, loss_cls: 2.0407, loss: 3.2512, grad_norm: 6.6986 2021-07-05 21:10:42,172 - mmaction - INFO - Epoch [62][2200/3757] lr: 1.000e-02, eta: 4 days, 3:36:58, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2431, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1496, loss: 3.3926, grad_norm: 6.7737 2021-07-05 21:11:03,341 - mmaction - INFO - Epoch [62][2220/3757] lr: 1.000e-02, eta: 4 days, 3:36:36, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2488, top1_acc: 0.5234, top5_acc: 0.7398, loss_cls: 2.1100, loss: 3.3588, grad_norm: 6.8460 2021-07-05 21:11:25,293 - mmaction - INFO - Epoch [62][2240/3757] lr: 1.000e-02, eta: 4 days, 3:36:15, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2665, top1_acc: 0.5133, top5_acc: 0.7258, loss_cls: 2.1131, loss: 3.3796, grad_norm: 6.8017 2021-07-05 21:11:46,882 - mmaction - INFO - Epoch [62][2260/3757] lr: 1.000e-02, eta: 4 days, 3:35:54, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.2526, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.1201, loss: 3.3726, grad_norm: 6.9666 2021-07-05 21:12:08,979 - mmaction - INFO - Epoch [62][2280/3757] lr: 1.000e-02, eta: 4 days, 3:35:33, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.2408, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0790, loss: 3.3198, grad_norm: 6.8864 2021-07-05 21:12:29,890 - mmaction - INFO - Epoch [62][2300/3757] lr: 1.000e-02, eta: 4 days, 3:35:10, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.2507, top1_acc: 0.5125, top5_acc: 0.7359, loss_cls: 2.1163, loss: 3.3670, grad_norm: 6.7780 2021-07-05 21:12:51,135 - mmaction - INFO - Epoch [62][2320/3757] lr: 1.000e-02, eta: 4 days, 3:34:48, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2505, top1_acc: 0.5117, top5_acc: 0.7383, loss_cls: 2.1262, loss: 3.3767, grad_norm: 7.0003 2021-07-05 21:13:13,587 - mmaction - INFO - Epoch [62][2340/3757] lr: 1.000e-02, eta: 4 days, 3:34:28, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 1.2644, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1733, loss: 3.4378, grad_norm: 7.0316 2021-07-05 21:13:34,656 - mmaction - INFO - Epoch [62][2360/3757] lr: 1.000e-02, eta: 4 days, 3:34:05, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2817, top1_acc: 0.5109, top5_acc: 0.7336, loss_cls: 2.2361, loss: 3.5178, grad_norm: 6.9958 2021-07-05 21:13:55,782 - mmaction - INFO - Epoch [62][2380/3757] lr: 1.000e-02, eta: 4 days, 3:33:43, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2838, top1_acc: 0.5148, top5_acc: 0.7305, loss_cls: 2.1810, loss: 3.4648, grad_norm: 6.6896 2021-07-05 21:14:17,465 - mmaction - INFO - Epoch [62][2400/3757] lr: 1.000e-02, eta: 4 days, 3:33:22, time: 1.087, data_time: 0.025, memory: 6921, loss_aux: 1.2814, top1_acc: 0.5016, top5_acc: 0.7273, loss_cls: 2.1876, loss: 3.4690, grad_norm: 6.9148 2021-07-05 21:14:38,605 - mmaction - INFO - Epoch [62][2420/3757] lr: 1.000e-02, eta: 4 days, 3:32:59, time: 1.057, data_time: 0.014, memory: 6921, loss_aux: 1.2839, top1_acc: 0.5070, top5_acc: 0.7312, loss_cls: 2.1912, loss: 3.4751, grad_norm: 6.8387 2021-07-05 21:15:00,030 - mmaction - INFO - Epoch [62][2440/3757] lr: 1.000e-02, eta: 4 days, 3:32:37, time: 1.070, data_time: 0.023, memory: 6921, loss_aux: 1.2592, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.1544, loss: 3.4136, grad_norm: 6.8645 2021-07-05 21:15:21,364 - mmaction - INFO - Epoch [62][2460/3757] lr: 1.000e-02, eta: 4 days, 3:32:15, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2684, top1_acc: 0.4938, top5_acc: 0.7492, loss_cls: 2.1262, loss: 3.3947, grad_norm: 6.9326 2021-07-05 21:15:43,387 - mmaction - INFO - Epoch [62][2480/3757] lr: 1.000e-02, eta: 4 days, 3:31:55, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.2735, top1_acc: 0.5086, top5_acc: 0.7219, loss_cls: 2.1649, loss: 3.4384, grad_norm: 6.8253 2021-07-05 21:16:04,279 - mmaction - INFO - Epoch [62][2500/3757] lr: 1.000e-02, eta: 4 days, 3:31:32, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.2653, top1_acc: 0.5172, top5_acc: 0.7609, loss_cls: 2.0981, loss: 3.3634, grad_norm: 6.9574 2021-07-05 21:16:25,338 - mmaction - INFO - Epoch [62][2520/3757] lr: 1.000e-02, eta: 4 days, 3:31:10, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2717, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1829, loss: 3.4546, grad_norm: 7.0723 2021-07-05 21:16:46,421 - mmaction - INFO - Epoch [62][2540/3757] lr: 1.000e-02, eta: 4 days, 3:30:47, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2780, top1_acc: 0.5141, top5_acc: 0.7602, loss_cls: 2.1259, loss: 3.4039, grad_norm: 6.8764 2021-07-05 21:17:07,767 - mmaction - INFO - Epoch [62][2560/3757] lr: 1.000e-02, eta: 4 days, 3:30:25, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2560, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1389, loss: 3.3949, grad_norm: 6.9465 2021-07-05 21:17:29,217 - mmaction - INFO - Epoch [62][2580/3757] lr: 1.000e-02, eta: 4 days, 3:30:04, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2661, top1_acc: 0.4984, top5_acc: 0.7484, loss_cls: 2.1790, loss: 3.4451, grad_norm: 6.9909 2021-07-05 21:17:51,262 - mmaction - INFO - Epoch [62][2600/3757] lr: 1.000e-02, eta: 4 days, 3:29:43, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 1.2662, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1491, loss: 3.4153, grad_norm: 6.9179 2021-07-05 21:18:12,955 - mmaction - INFO - Epoch [62][2620/3757] lr: 1.000e-02, eta: 4 days, 3:29:21, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.2925, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.1911, loss: 3.4836, grad_norm: 6.9512 2021-07-05 21:18:33,972 - mmaction - INFO - Epoch [62][2640/3757] lr: 1.000e-02, eta: 4 days, 3:28:59, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2671, top1_acc: 0.5109, top5_acc: 0.7258, loss_cls: 2.1643, loss: 3.4313, grad_norm: 6.8971 2021-07-05 21:18:54,986 - mmaction - INFO - Epoch [62][2660/3757] lr: 1.000e-02, eta: 4 days, 3:28:36, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2406, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.1110, loss: 3.3516, grad_norm: 6.6398 2021-07-05 21:19:16,110 - mmaction - INFO - Epoch [62][2680/3757] lr: 1.000e-02, eta: 4 days, 3:28:14, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2553, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1492, loss: 3.4045, grad_norm: 6.7444 2021-07-05 21:19:37,356 - mmaction - INFO - Epoch [62][2700/3757] lr: 1.000e-02, eta: 4 days, 3:27:52, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2077, top1_acc: 0.5437, top5_acc: 0.7508, loss_cls: 2.0587, loss: 3.2663, grad_norm: 6.6219 2021-07-05 21:19:58,943 - mmaction - INFO - Epoch [62][2720/3757] lr: 1.000e-02, eta: 4 days, 3:27:30, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.3019, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.2124, loss: 3.5142, grad_norm: 6.9125 2021-07-05 21:20:20,710 - mmaction - INFO - Epoch [62][2740/3757] lr: 1.000e-02, eta: 4 days, 3:27:09, time: 1.088, data_time: 0.034, memory: 6921, loss_aux: 1.2763, top1_acc: 0.5070, top5_acc: 0.7234, loss_cls: 2.2109, loss: 3.4873, grad_norm: 6.8223 2021-07-05 21:20:42,546 - mmaction - INFO - Epoch [62][2760/3757] lr: 1.000e-02, eta: 4 days, 3:26:48, time: 1.090, data_time: 0.019, memory: 6921, loss_aux: 1.3049, top1_acc: 0.5008, top5_acc: 0.7172, loss_cls: 2.2575, loss: 3.5624, grad_norm: 6.8796 2021-07-05 21:21:03,706 - mmaction - INFO - Epoch [62][2780/3757] lr: 1.000e-02, eta: 4 days, 3:26:26, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2133, top1_acc: 0.5320, top5_acc: 0.7523, loss_cls: 2.0367, loss: 3.2499, grad_norm: 6.6089 2021-07-05 21:21:24,877 - mmaction - INFO - Epoch [62][2800/3757] lr: 1.000e-02, eta: 4 days, 3:26:03, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.2887, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2112, loss: 3.4999, grad_norm: 6.9816 2021-07-05 21:21:46,017 - mmaction - INFO - Epoch [62][2820/3757] lr: 1.000e-02, eta: 4 days, 3:25:41, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5094, top5_acc: 0.7508, loss_cls: 2.1605, loss: 3.4316, grad_norm: 6.9211 2021-07-05 21:22:07,405 - mmaction - INFO - Epoch [62][2840/3757] lr: 1.000e-02, eta: 4 days, 3:25:19, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.2825, top1_acc: 0.5078, top5_acc: 0.7273, loss_cls: 2.1475, loss: 3.4300, grad_norm: 6.8683 2021-07-05 21:22:28,829 - mmaction - INFO - Epoch [62][2860/3757] lr: 1.000e-02, eta: 4 days, 3:24:57, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2463, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1436, loss: 3.3900, grad_norm: 6.8459 2021-07-05 21:22:50,598 - mmaction - INFO - Epoch [62][2880/3757] lr: 1.000e-02, eta: 4 days, 3:24:36, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2959, top1_acc: 0.4977, top5_acc: 0.7242, loss_cls: 2.2317, loss: 3.5276, grad_norm: 6.8668 2021-07-05 21:23:11,870 - mmaction - INFO - Epoch [62][2900/3757] lr: 1.000e-02, eta: 4 days, 3:24:14, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2375, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.1062, loss: 3.3437, grad_norm: 6.6436 2021-07-05 21:23:32,967 - mmaction - INFO - Epoch [62][2920/3757] lr: 1.000e-02, eta: 4 days, 3:23:52, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2844, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.2178, loss: 3.5022, grad_norm: 6.9832 2021-07-05 21:23:54,068 - mmaction - INFO - Epoch [62][2940/3757] lr: 1.000e-02, eta: 4 days, 3:23:29, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2551, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.1784, loss: 3.4334, grad_norm: 6.9291 2021-07-05 21:24:14,954 - mmaction - INFO - Epoch [62][2960/3757] lr: 1.000e-02, eta: 4 days, 3:23:07, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4930, top5_acc: 0.7398, loss_cls: 2.1824, loss: 3.4785, grad_norm: 6.9987 2021-07-05 21:24:36,742 - mmaction - INFO - Epoch [62][2980/3757] lr: 1.000e-02, eta: 4 days, 3:22:46, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2603, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.1308, loss: 3.3910, grad_norm: 6.7376 2021-07-05 21:24:58,582 - mmaction - INFO - Epoch [62][3000/3757] lr: 1.000e-02, eta: 4 days, 3:22:24, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.3369, top1_acc: 0.4656, top5_acc: 0.7180, loss_cls: 2.2934, loss: 3.6304, grad_norm: 7.1440 2021-07-05 21:25:19,845 - mmaction - INFO - Epoch [62][3020/3757] lr: 1.000e-02, eta: 4 days, 3:22:02, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2541, top1_acc: 0.5125, top5_acc: 0.7312, loss_cls: 2.1874, loss: 3.4415, grad_norm: 6.6840 2021-07-05 21:25:40,964 - mmaction - INFO - Epoch [62][3040/3757] lr: 1.000e-02, eta: 4 days, 3:21:40, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.3012, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.2168, loss: 3.5180, grad_norm: 7.0300 2021-07-05 21:26:02,086 - mmaction - INFO - Epoch [62][3060/3757] lr: 1.000e-02, eta: 4 days, 3:21:18, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2448, top1_acc: 0.5289, top5_acc: 0.7367, loss_cls: 2.1232, loss: 3.3680, grad_norm: 6.5560 2021-07-05 21:26:23,302 - mmaction - INFO - Epoch [62][3080/3757] lr: 1.000e-02, eta: 4 days, 3:20:56, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2905, top1_acc: 0.5078, top5_acc: 0.7266, loss_cls: 2.2195, loss: 3.5100, grad_norm: 6.8967 2021-07-05 21:26:44,650 - mmaction - INFO - Epoch [62][3100/3757] lr: 1.000e-02, eta: 4 days, 3:20:34, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2435, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1553, loss: 3.3989, grad_norm: 6.7980 2021-07-05 21:27:06,210 - mmaction - INFO - Epoch [62][3120/3757] lr: 1.000e-02, eta: 4 days, 3:20:12, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2807, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.2005, loss: 3.4813, grad_norm: 6.9545 2021-07-05 21:27:28,087 - mmaction - INFO - Epoch [62][3140/3757] lr: 1.000e-02, eta: 4 days, 3:19:51, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2568, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1515, loss: 3.4083, grad_norm: 6.7806 2021-07-05 21:27:49,197 - mmaction - INFO - Epoch [62][3160/3757] lr: 1.000e-02, eta: 4 days, 3:19:28, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2761, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.1854, loss: 3.4616, grad_norm: 7.0079 2021-07-05 21:28:10,380 - mmaction - INFO - Epoch [62][3180/3757] lr: 1.000e-02, eta: 4 days, 3:19:06, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2391, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1523, loss: 3.3915, grad_norm: 6.8629 2021-07-05 21:28:31,560 - mmaction - INFO - Epoch [62][3200/3757] lr: 1.000e-02, eta: 4 days, 3:18:44, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2675, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.1501, loss: 3.4176, grad_norm: 7.0260 2021-07-05 21:28:52,762 - mmaction - INFO - Epoch [62][3220/3757] lr: 1.000e-02, eta: 4 days, 3:18:22, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2837, top1_acc: 0.5062, top5_acc: 0.7383, loss_cls: 2.1732, loss: 3.4569, grad_norm: 6.8888 2021-07-05 21:29:13,979 - mmaction - INFO - Epoch [62][3240/3757] lr: 1.000e-02, eta: 4 days, 3:18:00, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2393, top1_acc: 0.5062, top5_acc: 0.7633, loss_cls: 2.0693, loss: 3.3086, grad_norm: 6.7950 2021-07-05 21:29:36,011 - mmaction - INFO - Epoch [62][3260/3757] lr: 1.000e-02, eta: 4 days, 3:17:39, time: 1.102, data_time: 0.006, memory: 6921, loss_aux: 1.2294, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1759, loss: 3.4053, grad_norm: 6.6526 2021-07-05 21:29:57,070 - mmaction - INFO - Epoch [62][3280/3757] lr: 1.000e-02, eta: 4 days, 3:17:17, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2972, top1_acc: 0.5109, top5_acc: 0.7203, loss_cls: 2.2421, loss: 3.5393, grad_norm: 6.9443 2021-07-05 21:30:19,573 - mmaction - INFO - Epoch [62][3300/3757] lr: 1.000e-02, eta: 4 days, 3:16:56, time: 1.125, data_time: 0.002, memory: 6921, loss_aux: 1.2549, top1_acc: 0.5203, top5_acc: 0.7352, loss_cls: 2.1107, loss: 3.3656, grad_norm: 6.7574 2021-07-05 21:30:40,767 - mmaction - INFO - Epoch [62][3320/3757] lr: 1.000e-02, eta: 4 days, 3:16:34, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2301, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0854, loss: 3.3155, grad_norm: 6.8667 2021-07-05 21:31:01,953 - mmaction - INFO - Epoch [62][3340/3757] lr: 1.000e-02, eta: 4 days, 3:16:12, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2759, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.2083, loss: 3.4842, grad_norm: 6.7524 2021-07-05 21:31:23,106 - mmaction - INFO - Epoch [62][3360/3757] lr: 1.000e-02, eta: 4 days, 3:15:50, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2232, top1_acc: 0.5047, top5_acc: 0.7336, loss_cls: 2.1238, loss: 3.3469, grad_norm: 6.8516 2021-07-05 21:31:44,283 - mmaction - INFO - Epoch [62][3380/3757] lr: 1.000e-02, eta: 4 days, 3:15:28, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2458, top1_acc: 0.5234, top5_acc: 0.7359, loss_cls: 2.1372, loss: 3.3830, grad_norm: 6.9440 2021-07-05 21:32:05,643 - mmaction - INFO - Epoch [62][3400/3757] lr: 1.000e-02, eta: 4 days, 3:15:06, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2808, top1_acc: 0.5109, top5_acc: 0.7281, loss_cls: 2.2137, loss: 3.4945, grad_norm: 6.7775 2021-07-05 21:32:27,342 - mmaction - INFO - Epoch [62][3420/3757] lr: 1.000e-02, eta: 4 days, 3:14:44, time: 1.085, data_time: 0.028, memory: 6921, loss_aux: 1.2693, top1_acc: 0.5367, top5_acc: 0.7438, loss_cls: 2.1521, loss: 3.4215, grad_norm: 6.8267 2021-07-05 21:32:48,427 - mmaction - INFO - Epoch [62][3440/3757] lr: 1.000e-02, eta: 4 days, 3:14:22, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2606, top1_acc: 0.5117, top5_acc: 0.7289, loss_cls: 2.1477, loss: 3.4083, grad_norm: 6.8441 2021-07-05 21:33:09,594 - mmaction - INFO - Epoch [62][3460/3757] lr: 1.000e-02, eta: 4 days, 3:14:00, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2904, top1_acc: 0.4953, top5_acc: 0.7141, loss_cls: 2.2335, loss: 3.5239, grad_norm: 6.8636 2021-07-05 21:33:31,794 - mmaction - INFO - Epoch [62][3480/3757] lr: 1.000e-02, eta: 4 days, 3:13:39, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2543, top1_acc: 0.4992, top5_acc: 0.7367, loss_cls: 2.1326, loss: 3.3869, grad_norm: 6.8901 2021-07-05 21:33:52,846 - mmaction - INFO - Epoch [62][3500/3757] lr: 1.000e-02, eta: 4 days, 3:13:17, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2752, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.2065, loss: 3.4817, grad_norm: 6.9336 2021-07-05 21:34:14,390 - mmaction - INFO - Epoch [62][3520/3757] lr: 1.000e-02, eta: 4 days, 3:12:55, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 1.2629, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1403, loss: 3.4032, grad_norm: 6.8878 2021-07-05 21:34:35,937 - mmaction - INFO - Epoch [62][3540/3757] lr: 1.000e-02, eta: 4 days, 3:12:33, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2389, top1_acc: 0.5188, top5_acc: 0.7422, loss_cls: 2.1288, loss: 3.3678, grad_norm: 6.7859 2021-07-05 21:34:57,711 - mmaction - INFO - Epoch [62][3560/3757] lr: 1.000e-02, eta: 4 days, 3:12:12, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.1917, top1_acc: 0.5367, top5_acc: 0.7539, loss_cls: 2.0279, loss: 3.2196, grad_norm: 6.7440 2021-07-05 21:35:19,337 - mmaction - INFO - Epoch [62][3580/3757] lr: 1.000e-02, eta: 4 days, 3:11:50, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2604, top1_acc: 0.5000, top5_acc: 0.7234, loss_cls: 2.2192, loss: 3.4796, grad_norm: 6.8303 2021-07-05 21:35:40,564 - mmaction - INFO - Epoch [62][3600/3757] lr: 1.000e-02, eta: 4 days, 3:11:28, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.2611, top1_acc: 0.5156, top5_acc: 0.7328, loss_cls: 2.1645, loss: 3.4257, grad_norm: 6.7406 2021-07-05 21:36:01,725 - mmaction - INFO - Epoch [62][3620/3757] lr: 1.000e-02, eta: 4 days, 3:11:06, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2602, top1_acc: 0.4945, top5_acc: 0.7391, loss_cls: 2.1763, loss: 3.4364, grad_norm: 6.7701 2021-07-05 21:36:22,799 - mmaction - INFO - Epoch [62][3640/3757] lr: 1.000e-02, eta: 4 days, 3:10:44, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3055, top1_acc: 0.5062, top5_acc: 0.7195, loss_cls: 2.2156, loss: 3.5211, grad_norm: 6.6919 2021-07-05 21:36:44,813 - mmaction - INFO - Epoch [62][3660/3757] lr: 1.000e-02, eta: 4 days, 3:10:23, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.3313, top1_acc: 0.5047, top5_acc: 0.7227, loss_cls: 2.2910, loss: 3.6223, grad_norm: 6.9080 2021-07-05 21:37:06,707 - mmaction - INFO - Epoch [62][3680/3757] lr: 1.000e-02, eta: 4 days, 3:10:02, time: 1.094, data_time: 0.001, memory: 6921, loss_aux: 1.2550, top1_acc: 0.5047, top5_acc: 0.7500, loss_cls: 2.1612, loss: 3.4162, grad_norm: 6.8793 2021-07-05 21:37:27,957 - mmaction - INFO - Epoch [62][3700/3757] lr: 1.000e-02, eta: 4 days, 3:09:40, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2768, top1_acc: 0.4930, top5_acc: 0.7234, loss_cls: 2.2153, loss: 3.4921, grad_norm: 7.0196 2021-07-05 21:37:48,831 - mmaction - INFO - Epoch [62][3720/3757] lr: 1.000e-02, eta: 4 days, 3:09:17, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.2692, top1_acc: 0.5078, top5_acc: 0.7227, loss_cls: 2.1999, loss: 3.4691, grad_norm: 6.6786 2021-07-05 21:38:10,014 - mmaction - INFO - Epoch [62][3740/3757] lr: 1.000e-02, eta: 4 days, 3:08:55, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2618, top1_acc: 0.5203, top5_acc: 0.7406, loss_cls: 2.1355, loss: 3.3973, grad_norm: 6.8667 2021-07-05 21:38:28,348 - mmaction - INFO - Saving checkpoint at 62 epochs 2021-07-05 21:39:31,393 - mmaction - INFO - Epoch [63][20/3757] lr: 1.000e-02, eta: 4 days, 3:08:45, time: 3.064, data_time: 2.030, memory: 6921, loss_aux: 1.2802, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1130, loss: 3.3932, grad_norm: 6.7415 2021-07-05 21:39:53,475 - mmaction - INFO - Epoch [63][40/3757] lr: 1.000e-02, eta: 4 days, 3:08:24, time: 1.105, data_time: 0.048, memory: 6921, loss_aux: 1.2472, top1_acc: 0.5266, top5_acc: 0.7484, loss_cls: 2.1168, loss: 3.3640, grad_norm: 6.7362 2021-07-05 21:40:14,461 - mmaction - INFO - Epoch [63][60/3757] lr: 1.000e-02, eta: 4 days, 3:08:02, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.2377, top1_acc: 0.5266, top5_acc: 0.7438, loss_cls: 2.1194, loss: 3.3571, grad_norm: 6.6130 2021-07-05 21:40:35,562 - mmaction - INFO - Epoch [63][80/3757] lr: 1.000e-02, eta: 4 days, 3:07:39, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2589, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.0998, loss: 3.3587, grad_norm: 6.8333 2021-07-05 21:40:57,596 - mmaction - INFO - Epoch [63][100/3757] lr: 1.000e-02, eta: 4 days, 3:07:19, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.2841, top1_acc: 0.5211, top5_acc: 0.7227, loss_cls: 2.1639, loss: 3.4480, grad_norm: 6.7334 2021-07-05 21:41:18,776 - mmaction - INFO - Epoch [63][120/3757] lr: 1.000e-02, eta: 4 days, 3:06:56, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2193, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 2.0045, loss: 3.2238, grad_norm: 6.6217 2021-07-05 21:41:39,878 - mmaction - INFO - Epoch [63][140/3757] lr: 1.000e-02, eta: 4 days, 3:06:34, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2234, top1_acc: 0.5266, top5_acc: 0.7430, loss_cls: 2.0693, loss: 3.2927, grad_norm: 6.8440 2021-07-05 21:42:01,881 - mmaction - INFO - Epoch [63][160/3757] lr: 1.000e-02, eta: 4 days, 3:06:13, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 1.2313, top1_acc: 0.5273, top5_acc: 0.7453, loss_cls: 2.0664, loss: 3.2977, grad_norm: 6.7229 2021-07-05 21:42:23,316 - mmaction - INFO - Epoch [63][180/3757] lr: 1.000e-02, eta: 4 days, 3:05:51, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2681, top1_acc: 0.5023, top5_acc: 0.7242, loss_cls: 2.1863, loss: 3.4544, grad_norm: 7.0141 2021-07-05 21:42:44,894 - mmaction - INFO - Epoch [63][200/3757] lr: 1.000e-02, eta: 4 days, 3:05:30, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.3023, top1_acc: 0.5055, top5_acc: 0.7281, loss_cls: 2.1731, loss: 3.4753, grad_norm: 6.9318 2021-07-05 21:43:07,173 - mmaction - INFO - Epoch [63][220/3757] lr: 1.000e-02, eta: 4 days, 3:05:09, time: 1.115, data_time: 0.006, memory: 6921, loss_aux: 1.2705, top1_acc: 0.5016, top5_acc: 0.7273, loss_cls: 2.2069, loss: 3.4774, grad_norm: 7.1624 2021-07-05 21:43:28,396 - mmaction - INFO - Epoch [63][240/3757] lr: 1.000e-02, eta: 4 days, 3:04:47, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2473, top1_acc: 0.5281, top5_acc: 0.7422, loss_cls: 2.1010, loss: 3.3483, grad_norm: 6.7214 2021-07-05 21:43:49,391 - mmaction - INFO - Epoch [63][260/3757] lr: 1.000e-02, eta: 4 days, 3:04:24, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.2225, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0371, loss: 3.2596, grad_norm: 6.8130 2021-07-05 21:44:11,567 - mmaction - INFO - Epoch [63][280/3757] lr: 1.000e-02, eta: 4 days, 3:04:04, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.1618, top1_acc: 0.5555, top5_acc: 0.7828, loss_cls: 1.9285, loss: 3.0903, grad_norm: 6.6649 2021-07-05 21:44:33,083 - mmaction - INFO - Epoch [63][300/3757] lr: 1.000e-02, eta: 4 days, 3:03:42, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.2861, top1_acc: 0.5094, top5_acc: 0.7359, loss_cls: 2.1766, loss: 3.4627, grad_norm: 6.9684 2021-07-05 21:44:54,446 - mmaction - INFO - Epoch [63][320/3757] lr: 1.000e-02, eta: 4 days, 3:03:20, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2693, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.1859, loss: 3.4552, grad_norm: 7.0941 2021-07-05 21:45:17,309 - mmaction - INFO - Epoch [63][340/3757] lr: 1.000e-02, eta: 4 days, 3:03:00, time: 1.144, data_time: 0.002, memory: 6921, loss_aux: 1.2545, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.0899, loss: 3.3444, grad_norm: 6.8080 2021-07-05 21:45:38,033 - mmaction - INFO - Epoch [63][360/3757] lr: 1.000e-02, eta: 4 days, 3:02:37, time: 1.036, data_time: 0.002, memory: 6921, loss_aux: 1.2635, top1_acc: 0.5164, top5_acc: 0.7398, loss_cls: 2.1314, loss: 3.3949, grad_norm: 6.8704 2021-07-05 21:45:59,543 - mmaction - INFO - Epoch [63][380/3757] lr: 1.000e-02, eta: 4 days, 3:02:16, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2382, top1_acc: 0.5227, top5_acc: 0.7336, loss_cls: 2.1068, loss: 3.3450, grad_norm: 6.9978 2021-07-05 21:46:21,363 - mmaction - INFO - Epoch [63][400/3757] lr: 1.000e-02, eta: 4 days, 3:01:54, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2310, top1_acc: 0.5273, top5_acc: 0.7625, loss_cls: 2.0543, loss: 3.2853, grad_norm: 6.8561 2021-07-05 21:46:42,477 - mmaction - INFO - Epoch [63][420/3757] lr: 1.000e-02, eta: 4 days, 3:01:32, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2510, top1_acc: 0.5055, top5_acc: 0.7508, loss_cls: 2.1150, loss: 3.3660, grad_norm: 7.0313 2021-07-05 21:47:03,752 - mmaction - INFO - Epoch [63][440/3757] lr: 1.000e-02, eta: 4 days, 3:01:10, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2414, top1_acc: 0.5203, top5_acc: 0.7438, loss_cls: 2.1244, loss: 3.3658, grad_norm: 6.8110 2021-07-05 21:47:26,105 - mmaction - INFO - Epoch [63][460/3757] lr: 1.000e-02, eta: 4 days, 3:00:50, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 1.2128, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0560, loss: 3.2688, grad_norm: 6.7713 2021-07-05 21:47:47,420 - mmaction - INFO - Epoch [63][480/3757] lr: 1.000e-02, eta: 4 days, 3:00:28, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.1904, top1_acc: 0.5312, top5_acc: 0.7492, loss_cls: 2.0553, loss: 3.2457, grad_norm: 6.6033 2021-07-05 21:48:08,896 - mmaction - INFO - Epoch [63][500/3757] lr: 1.000e-02, eta: 4 days, 3:00:06, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.3034, top1_acc: 0.5031, top5_acc: 0.7266, loss_cls: 2.1956, loss: 3.4990, grad_norm: 6.8994 2021-07-05 21:48:31,544 - mmaction - INFO - Epoch [63][520/3757] lr: 1.000e-02, eta: 4 days, 2:59:46, time: 1.134, data_time: 0.003, memory: 6921, loss_aux: 1.2144, top1_acc: 0.5281, top5_acc: 0.7555, loss_cls: 2.0186, loss: 3.2329, grad_norm: 6.7379 2021-07-05 21:48:53,117 - mmaction - INFO - Epoch [63][540/3757] lr: 1.000e-02, eta: 4 days, 2:59:24, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.2355, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1106, loss: 3.3461, grad_norm: 6.9941 2021-07-05 21:49:14,241 - mmaction - INFO - Epoch [63][560/3757] lr: 1.000e-02, eta: 4 days, 2:59:02, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2667, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1979, loss: 3.4646, grad_norm: 6.8272 2021-07-05 21:49:35,369 - mmaction - INFO - Epoch [63][580/3757] lr: 1.000e-02, eta: 4 days, 2:58:40, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2968, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1918, loss: 3.4886, grad_norm: 6.8650 2021-07-05 21:49:57,309 - mmaction - INFO - Epoch [63][600/3757] lr: 1.000e-02, eta: 4 days, 2:58:19, time: 1.099, data_time: 0.007, memory: 6921, loss_aux: 1.2730, top1_acc: 0.5305, top5_acc: 0.7344, loss_cls: 2.1225, loss: 3.3956, grad_norm: 6.6495 2021-07-05 21:50:18,556 - mmaction - INFO - Epoch [63][620/3757] lr: 1.000e-02, eta: 4 days, 2:57:56, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2701, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1472, loss: 3.4173, grad_norm: 6.9569 2021-07-05 21:50:39,577 - mmaction - INFO - Epoch [63][640/3757] lr: 1.000e-02, eta: 4 days, 2:57:34, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2896, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.1666, loss: 3.4562, grad_norm: 6.9900 2021-07-05 21:51:00,844 - mmaction - INFO - Epoch [63][660/3757] lr: 1.000e-02, eta: 4 days, 2:57:12, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2904, top1_acc: 0.4992, top5_acc: 0.7344, loss_cls: 2.2030, loss: 3.4934, grad_norm: 7.0229 2021-07-05 21:51:22,582 - mmaction - INFO - Epoch [63][680/3757] lr: 1.000e-02, eta: 4 days, 2:56:51, time: 1.088, data_time: 0.041, memory: 6921, loss_aux: 1.2742, top1_acc: 0.4938, top5_acc: 0.7508, loss_cls: 2.1392, loss: 3.4134, grad_norm: 6.8887 2021-07-05 21:51:43,946 - mmaction - INFO - Epoch [63][700/3757] lr: 1.000e-02, eta: 4 days, 2:56:29, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3068, top1_acc: 0.4945, top5_acc: 0.7227, loss_cls: 2.2930, loss: 3.5998, grad_norm: 6.9682 2021-07-05 21:52:05,030 - mmaction - INFO - Epoch [63][720/3757] lr: 1.000e-02, eta: 4 days, 2:56:06, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2615, top1_acc: 0.5094, top5_acc: 0.7344, loss_cls: 2.1169, loss: 3.3784, grad_norm: 6.7245 2021-07-05 21:52:25,976 - mmaction - INFO - Epoch [63][740/3757] lr: 1.000e-02, eta: 4 days, 2:55:44, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.2736, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.1711, loss: 3.4446, grad_norm: 6.8203 2021-07-05 21:52:47,537 - mmaction - INFO - Epoch [63][760/3757] lr: 1.000e-02, eta: 4 days, 2:55:22, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2433, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.1191, loss: 3.3623, grad_norm: 6.8618 2021-07-05 21:53:09,232 - mmaction - INFO - Epoch [63][780/3757] lr: 1.000e-02, eta: 4 days, 2:55:01, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2517, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.1703, loss: 3.4220, grad_norm: 6.8360 2021-07-05 21:53:31,825 - mmaction - INFO - Epoch [63][800/3757] lr: 1.000e-02, eta: 4 days, 2:54:41, time: 1.130, data_time: 0.004, memory: 6921, loss_aux: 1.2211, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.0600, loss: 3.2811, grad_norm: 6.7081 2021-07-05 21:53:52,657 - mmaction - INFO - Epoch [63][820/3757] lr: 1.000e-02, eta: 4 days, 2:54:18, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.2792, top1_acc: 0.4984, top5_acc: 0.7375, loss_cls: 2.1607, loss: 3.4399, grad_norm: 6.9530 2021-07-05 21:54:14,054 - mmaction - INFO - Epoch [63][840/3757] lr: 1.000e-02, eta: 4 days, 2:53:56, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2884, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1735, loss: 3.4619, grad_norm: 6.9520 2021-07-05 21:54:35,298 - mmaction - INFO - Epoch [63][860/3757] lr: 1.000e-02, eta: 4 days, 2:53:34, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2637, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1524, loss: 3.4161, grad_norm: 6.7112 2021-07-05 21:54:56,415 - mmaction - INFO - Epoch [63][880/3757] lr: 1.000e-02, eta: 4 days, 2:53:12, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2619, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.1093, loss: 3.3712, grad_norm: 6.7596 2021-07-05 21:55:17,459 - mmaction - INFO - Epoch [63][900/3757] lr: 1.000e-02, eta: 4 days, 2:52:49, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2262, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1005, loss: 3.3268, grad_norm: 6.8310 2021-07-05 21:55:38,736 - mmaction - INFO - Epoch [63][920/3757] lr: 1.000e-02, eta: 4 days, 2:52:27, time: 1.063, data_time: 0.012, memory: 6921, loss_aux: 1.2894, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.1937, loss: 3.4831, grad_norm: 6.8589 2021-07-05 21:56:00,233 - mmaction - INFO - Epoch [63][940/3757] lr: 1.000e-02, eta: 4 days, 2:52:06, time: 1.074, data_time: 0.018, memory: 6921, loss_aux: 1.2751, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1886, loss: 3.4637, grad_norm: 7.1211 2021-07-05 21:56:21,285 - mmaction - INFO - Epoch [63][960/3757] lr: 1.000e-02, eta: 4 days, 2:51:43, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2959, top1_acc: 0.4992, top5_acc: 0.7188, loss_cls: 2.2639, loss: 3.5597, grad_norm: 6.9584 2021-07-05 21:56:42,515 - mmaction - INFO - Epoch [63][980/3757] lr: 1.000e-02, eta: 4 days, 2:51:21, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5055, top5_acc: 0.7234, loss_cls: 2.1426, loss: 3.4180, grad_norm: 6.6326 2021-07-05 21:57:03,754 - mmaction - INFO - Epoch [63][1000/3757] lr: 1.000e-02, eta: 4 days, 2:50:59, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.2885, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.1897, loss: 3.4781, grad_norm: 6.9907 2021-07-05 21:57:24,971 - mmaction - INFO - Epoch [63][1020/3757] lr: 1.000e-02, eta: 4 days, 2:50:37, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2223, top1_acc: 0.5297, top5_acc: 0.7711, loss_cls: 2.0046, loss: 3.2270, grad_norm: 6.8225 2021-07-05 21:57:46,578 - mmaction - INFO - Epoch [63][1040/3757] lr: 1.000e-02, eta: 4 days, 2:50:15, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.2754, top1_acc: 0.5055, top5_acc: 0.7422, loss_cls: 2.1303, loss: 3.4057, grad_norm: 6.8612 2021-07-05 21:58:08,082 - mmaction - INFO - Epoch [63][1060/3757] lr: 1.000e-02, eta: 4 days, 2:49:54, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2571, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.1391, loss: 3.3962, grad_norm: 6.7000 2021-07-05 21:58:29,306 - mmaction - INFO - Epoch [63][1080/3757] lr: 1.000e-02, eta: 4 days, 2:49:31, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2658, top1_acc: 0.5133, top5_acc: 0.7359, loss_cls: 2.1227, loss: 3.3885, grad_norm: 6.9587 2021-07-05 21:58:50,554 - mmaction - INFO - Epoch [63][1100/3757] lr: 1.000e-02, eta: 4 days, 2:49:09, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2624, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1728, loss: 3.4352, grad_norm: 7.0352 2021-07-05 21:59:11,585 - mmaction - INFO - Epoch [63][1120/3757] lr: 1.000e-02, eta: 4 days, 2:48:47, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2587, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1671, loss: 3.4258, grad_norm: 6.9112 2021-07-05 21:59:32,958 - mmaction - INFO - Epoch [63][1140/3757] lr: 1.000e-02, eta: 4 days, 2:48:25, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2532, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.1009, loss: 3.3541, grad_norm: 6.7533 2021-07-05 21:59:55,485 - mmaction - INFO - Epoch [63][1160/3757] lr: 1.000e-02, eta: 4 days, 2:48:05, time: 1.127, data_time: 0.002, memory: 6921, loss_aux: 1.2486, top1_acc: 0.5234, top5_acc: 0.7297, loss_cls: 2.1269, loss: 3.3755, grad_norm: 6.5560 2021-07-05 22:00:16,404 - mmaction - INFO - Epoch [63][1180/3757] lr: 1.000e-02, eta: 4 days, 2:47:42, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2037, top1_acc: 0.5148, top5_acc: 0.7516, loss_cls: 2.0572, loss: 3.2609, grad_norm: 6.8468 2021-07-05 22:00:37,607 - mmaction - INFO - Epoch [63][1200/3757] lr: 1.000e-02, eta: 4 days, 2:47:20, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2653, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.2151, loss: 3.4804, grad_norm: 7.0960 2021-07-05 22:00:58,691 - mmaction - INFO - Epoch [63][1220/3757] lr: 1.000e-02, eta: 4 days, 2:46:58, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2555, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1208, loss: 3.3763, grad_norm: 6.7699 2021-07-05 22:01:19,911 - mmaction - INFO - Epoch [63][1240/3757] lr: 1.000e-02, eta: 4 days, 2:46:36, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2382, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1054, loss: 3.3435, grad_norm: 6.8263 2021-07-05 22:01:40,881 - mmaction - INFO - Epoch [63][1260/3757] lr: 1.000e-02, eta: 4 days, 2:46:13, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2337, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.1228, loss: 3.3565, grad_norm: 6.8414 2021-07-05 22:02:02,088 - mmaction - INFO - Epoch [63][1280/3757] lr: 1.000e-02, eta: 4 days, 2:45:51, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2503, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.0892, loss: 3.3395, grad_norm: 6.8257 2021-07-05 22:02:24,200 - mmaction - INFO - Epoch [63][1300/3757] lr: 1.000e-02, eta: 4 days, 2:45:30, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.2881, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1983, loss: 3.4864, grad_norm: 6.9863 2021-07-05 22:02:45,201 - mmaction - INFO - Epoch [63][1320/3757] lr: 1.000e-02, eta: 4 days, 2:45:08, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2303, top1_acc: 0.5344, top5_acc: 0.7453, loss_cls: 2.0765, loss: 3.3068, grad_norm: 6.7370 2021-07-05 22:03:06,624 - mmaction - INFO - Epoch [63][1340/3757] lr: 1.000e-02, eta: 4 days, 2:44:46, time: 1.069, data_time: 0.035, memory: 6921, loss_aux: 1.2201, top1_acc: 0.5164, top5_acc: 0.7602, loss_cls: 2.0501, loss: 3.2702, grad_norm: 6.8099 2021-07-05 22:03:28,468 - mmaction - INFO - Epoch [63][1360/3757] lr: 1.000e-02, eta: 4 days, 2:44:25, time: 1.094, data_time: 0.063, memory: 6921, loss_aux: 1.2264, top1_acc: 0.5141, top5_acc: 0.7406, loss_cls: 2.0936, loss: 3.3200, grad_norm: 6.8219 2021-07-05 22:03:50,256 - mmaction - INFO - Epoch [63][1380/3757] lr: 1.000e-02, eta: 4 days, 2:44:04, time: 1.088, data_time: 0.034, memory: 6921, loss_aux: 1.2626, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1235, loss: 3.3861, grad_norm: 6.9452 2021-07-05 22:04:11,394 - mmaction - INFO - Epoch [63][1400/3757] lr: 1.000e-02, eta: 4 days, 2:43:41, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2406, top1_acc: 0.5188, top5_acc: 0.7391, loss_cls: 2.0780, loss: 3.3186, grad_norm: 6.8898 2021-07-05 22:04:32,419 - mmaction - INFO - Epoch [63][1420/3757] lr: 1.000e-02, eta: 4 days, 2:43:19, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.3084, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.2520, loss: 3.5604, grad_norm: 7.0273 2021-07-05 22:04:53,751 - mmaction - INFO - Epoch [63][1440/3757] lr: 1.000e-02, eta: 4 days, 2:42:57, time: 1.067, data_time: 0.007, memory: 6921, loss_aux: 1.2392, top1_acc: 0.5273, top5_acc: 0.7523, loss_cls: 2.0714, loss: 3.3106, grad_norm: 6.6920 2021-07-05 22:05:15,274 - mmaction - INFO - Epoch [63][1460/3757] lr: 1.000e-02, eta: 4 days, 2:42:35, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2725, top1_acc: 0.4977, top5_acc: 0.7453, loss_cls: 2.1414, loss: 3.4139, grad_norm: 6.7936 2021-07-05 22:05:36,020 - mmaction - INFO - Epoch [63][1480/3757] lr: 1.000e-02, eta: 4 days, 2:42:12, time: 1.036, data_time: 0.003, memory: 6921, loss_aux: 1.2556, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.1005, loss: 3.3562, grad_norm: 6.8478 2021-07-05 22:05:58,128 - mmaction - INFO - Epoch [63][1500/3757] lr: 1.000e-02, eta: 4 days, 2:41:52, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2797, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1627, loss: 3.4424, grad_norm: 6.7279 2021-07-05 22:06:19,471 - mmaction - INFO - Epoch [63][1520/3757] lr: 1.000e-02, eta: 4 days, 2:41:30, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2878, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1665, loss: 3.4543, grad_norm: 7.1242 2021-07-05 22:06:40,735 - mmaction - INFO - Epoch [63][1540/3757] lr: 1.000e-02, eta: 4 days, 2:41:08, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3123, top1_acc: 0.5188, top5_acc: 0.7133, loss_cls: 2.2035, loss: 3.5158, grad_norm: 6.9517 2021-07-05 22:07:01,867 - mmaction - INFO - Epoch [63][1560/3757] lr: 1.000e-02, eta: 4 days, 2:40:45, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2802, top1_acc: 0.4969, top5_acc: 0.7297, loss_cls: 2.2053, loss: 3.4855, grad_norm: 6.7531 2021-07-05 22:07:23,579 - mmaction - INFO - Epoch [63][1580/3757] lr: 1.000e-02, eta: 4 days, 2:40:24, time: 1.087, data_time: 0.006, memory: 6921, loss_aux: 1.2809, top1_acc: 0.4852, top5_acc: 0.7305, loss_cls: 2.1851, loss: 3.4659, grad_norm: 6.9227 2021-07-05 22:07:45,104 - mmaction - INFO - Epoch [63][1600/3757] lr: 1.000e-02, eta: 4 days, 2:40:02, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2309, top1_acc: 0.5102, top5_acc: 0.7516, loss_cls: 2.1077, loss: 3.3386, grad_norm: 6.8505 2021-07-05 22:08:06,434 - mmaction - INFO - Epoch [63][1620/3757] lr: 1.000e-02, eta: 4 days, 2:39:40, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.2674, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1430, loss: 3.4104, grad_norm: 6.9507 2021-07-05 22:08:28,197 - mmaction - INFO - Epoch [63][1640/3757] lr: 1.000e-02, eta: 4 days, 2:39:19, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.2655, top1_acc: 0.5164, top5_acc: 0.7445, loss_cls: 2.1088, loss: 3.3743, grad_norm: 6.7494 2021-07-05 22:08:49,214 - mmaction - INFO - Epoch [63][1660/3757] lr: 1.000e-02, eta: 4 days, 2:38:57, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2527, top1_acc: 0.5320, top5_acc: 0.7500, loss_cls: 2.0583, loss: 3.3109, grad_norm: 6.7771 2021-07-05 22:09:10,481 - mmaction - INFO - Epoch [63][1680/3757] lr: 1.000e-02, eta: 4 days, 2:38:34, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2394, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0680, loss: 3.3074, grad_norm: 6.9606 2021-07-05 22:09:31,741 - mmaction - INFO - Epoch [63][1700/3757] lr: 1.000e-02, eta: 4 days, 2:38:12, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2450, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.0849, loss: 3.3299, grad_norm: 6.9010 2021-07-05 22:09:52,880 - mmaction - INFO - Epoch [63][1720/3757] lr: 1.000e-02, eta: 4 days, 2:37:50, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2449, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.1170, loss: 3.3618, grad_norm: 6.8065 2021-07-05 22:10:14,441 - mmaction - INFO - Epoch [63][1740/3757] lr: 1.000e-02, eta: 4 days, 2:37:29, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2294, top1_acc: 0.5211, top5_acc: 0.7406, loss_cls: 2.1236, loss: 3.3530, grad_norm: 6.8254 2021-07-05 22:10:35,767 - mmaction - INFO - Epoch [63][1760/3757] lr: 1.000e-02, eta: 4 days, 2:37:07, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2516, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.1209, loss: 3.3725, grad_norm: 6.8020 2021-07-05 22:10:56,770 - mmaction - INFO - Epoch [63][1780/3757] lr: 1.000e-02, eta: 4 days, 2:36:44, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2089, top1_acc: 0.5477, top5_acc: 0.7555, loss_cls: 2.0516, loss: 3.2605, grad_norm: 6.7592 2021-07-05 22:11:18,043 - mmaction - INFO - Epoch [63][1800/3757] lr: 1.000e-02, eta: 4 days, 2:36:22, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1319, loss: 3.3927, grad_norm: 6.8071 2021-07-05 22:11:39,276 - mmaction - INFO - Epoch [63][1820/3757] lr: 1.000e-02, eta: 4 days, 2:36:00, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2579, top1_acc: 0.5086, top5_acc: 0.7336, loss_cls: 2.1456, loss: 3.4035, grad_norm: 6.9366 2021-07-05 22:12:01,224 - mmaction - INFO - Epoch [63][1840/3757] lr: 1.000e-02, eta: 4 days, 2:35:39, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.2847, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1826, loss: 3.4673, grad_norm: 7.1169 2021-07-05 22:12:22,187 - mmaction - INFO - Epoch [63][1860/3757] lr: 1.000e-02, eta: 4 days, 2:35:17, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2419, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.0915, loss: 3.3334, grad_norm: 6.8396 2021-07-05 22:12:43,284 - mmaction - INFO - Epoch [63][1880/3757] lr: 1.000e-02, eta: 4 days, 2:34:54, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2628, top1_acc: 0.5234, top5_acc: 0.7336, loss_cls: 2.1597, loss: 3.4226, grad_norm: 6.7739 2021-07-05 22:13:04,426 - mmaction - INFO - Epoch [63][1900/3757] lr: 1.000e-02, eta: 4 days, 2:34:32, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2523, top1_acc: 0.5117, top5_acc: 0.7484, loss_cls: 2.1246, loss: 3.3769, grad_norm: 6.7724 2021-07-05 22:13:25,558 - mmaction - INFO - Epoch [63][1920/3757] lr: 1.000e-02, eta: 4 days, 2:34:10, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2968, top1_acc: 0.4984, top5_acc: 0.7289, loss_cls: 2.1927, loss: 3.4895, grad_norm: 6.9871 2021-07-05 22:13:47,206 - mmaction - INFO - Epoch [63][1940/3757] lr: 1.000e-02, eta: 4 days, 2:33:48, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2990, top1_acc: 0.4805, top5_acc: 0.7305, loss_cls: 2.2592, loss: 3.5582, grad_norm: 7.0529 2021-07-05 22:14:08,354 - mmaction - INFO - Epoch [63][1960/3757] lr: 1.000e-02, eta: 4 days, 2:33:26, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2721, top1_acc: 0.4922, top5_acc: 0.7281, loss_cls: 2.1933, loss: 3.4654, grad_norm: 6.8322 2021-07-05 22:14:30,269 - mmaction - INFO - Epoch [63][1980/3757] lr: 1.000e-02, eta: 4 days, 2:33:05, time: 1.097, data_time: 0.008, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5102, top5_acc: 0.7375, loss_cls: 2.1584, loss: 3.4156, grad_norm: 6.9606 2021-07-05 22:14:51,563 - mmaction - INFO - Epoch [63][2000/3757] lr: 1.000e-02, eta: 4 days, 2:32:43, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2470, top1_acc: 0.4977, top5_acc: 0.7172, loss_cls: 2.2020, loss: 3.4489, grad_norm: 6.8400 2021-07-05 22:15:12,649 - mmaction - INFO - Epoch [63][2020/3757] lr: 1.000e-02, eta: 4 days, 2:32:21, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2879, top1_acc: 0.4922, top5_acc: 0.7453, loss_cls: 2.1569, loss: 3.4449, grad_norm: 6.8597 2021-07-05 22:15:34,714 - mmaction - INFO - Epoch [63][2040/3757] lr: 1.000e-02, eta: 4 days, 2:32:00, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2829, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1764, loss: 3.4593, grad_norm: 6.8481 2021-07-05 22:15:55,803 - mmaction - INFO - Epoch [63][2060/3757] lr: 1.000e-02, eta: 4 days, 2:31:37, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2428, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1361, loss: 3.3789, grad_norm: 6.8778 2021-07-05 22:16:16,929 - mmaction - INFO - Epoch [63][2080/3757] lr: 1.000e-02, eta: 4 days, 2:31:15, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2782, top1_acc: 0.5000, top5_acc: 0.7234, loss_cls: 2.1584, loss: 3.4366, grad_norm: 6.9221 2021-07-05 22:16:38,250 - mmaction - INFO - Epoch [63][2100/3757] lr: 1.000e-02, eta: 4 days, 2:30:53, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2769, top1_acc: 0.4922, top5_acc: 0.7359, loss_cls: 2.2076, loss: 3.4846, grad_norm: 6.9348 2021-07-05 22:17:00,033 - mmaction - INFO - Epoch [63][2120/3757] lr: 1.000e-02, eta: 4 days, 2:30:32, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2486, top1_acc: 0.5047, top5_acc: 0.7398, loss_cls: 2.1538, loss: 3.4023, grad_norm: 6.9936 2021-07-05 22:17:21,120 - mmaction - INFO - Epoch [63][2140/3757] lr: 1.000e-02, eta: 4 days, 2:30:10, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2906, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1820, loss: 3.4727, grad_norm: 7.0126 2021-07-05 22:17:42,908 - mmaction - INFO - Epoch [63][2160/3757] lr: 1.000e-02, eta: 4 days, 2:29:48, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.2163, top1_acc: 0.5328, top5_acc: 0.7445, loss_cls: 2.0649, loss: 3.2812, grad_norm: 6.6831 2021-07-05 22:18:04,222 - mmaction - INFO - Epoch [63][2180/3757] lr: 1.000e-02, eta: 4 days, 2:29:26, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2559, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1709, loss: 3.4268, grad_norm: 6.9291 2021-07-05 22:18:25,267 - mmaction - INFO - Epoch [63][2200/3757] lr: 1.000e-02, eta: 4 days, 2:29:04, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2729, top1_acc: 0.5023, top5_acc: 0.7211, loss_cls: 2.1958, loss: 3.4687, grad_norm: 6.8033 2021-07-05 22:18:46,226 - mmaction - INFO - Epoch [63][2220/3757] lr: 1.000e-02, eta: 4 days, 2:28:41, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2671, top1_acc: 0.5133, top5_acc: 0.7430, loss_cls: 2.1992, loss: 3.4663, grad_norm: 6.8838 2021-07-05 22:19:07,368 - mmaction - INFO - Epoch [63][2240/3757] lr: 1.000e-02, eta: 4 days, 2:28:19, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2420, top1_acc: 0.5305, top5_acc: 0.7359, loss_cls: 2.1338, loss: 3.3758, grad_norm: 6.6184 2021-07-05 22:19:28,584 - mmaction - INFO - Epoch [63][2260/3757] lr: 1.000e-02, eta: 4 days, 2:27:57, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.1287, loss: 3.3880, grad_norm: 6.7984 2021-07-05 22:19:50,227 - mmaction - INFO - Epoch [63][2280/3757] lr: 1.000e-02, eta: 4 days, 2:27:36, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2783, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1992, loss: 3.4775, grad_norm: 6.7126 2021-07-05 22:20:11,422 - mmaction - INFO - Epoch [63][2300/3757] lr: 1.000e-02, eta: 4 days, 2:27:13, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2082, top1_acc: 0.5359, top5_acc: 0.7703, loss_cls: 1.9894, loss: 3.1975, grad_norm: 6.6109 2021-07-05 22:20:32,766 - mmaction - INFO - Epoch [63][2320/3757] lr: 1.000e-02, eta: 4 days, 2:26:51, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.2749, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1655, loss: 3.4404, grad_norm: 6.8376 2021-07-05 22:20:53,936 - mmaction - INFO - Epoch [63][2340/3757] lr: 1.000e-02, eta: 4 days, 2:26:29, time: 1.060, data_time: 0.008, memory: 6921, loss_aux: 1.2346, top1_acc: 0.5305, top5_acc: 0.7273, loss_cls: 2.1117, loss: 3.3463, grad_norm: 6.6324 2021-07-05 22:21:16,409 - mmaction - INFO - Epoch [63][2360/3757] lr: 1.000e-02, eta: 4 days, 2:26:09, time: 1.124, data_time: 0.032, memory: 6921, loss_aux: 1.2612, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1362, loss: 3.3975, grad_norm: 6.7229 2021-07-05 22:21:37,192 - mmaction - INFO - Epoch [63][2380/3757] lr: 1.000e-02, eta: 4 days, 2:25:46, time: 1.039, data_time: 0.002, memory: 6921, loss_aux: 1.2524, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1714, loss: 3.4238, grad_norm: 6.7846 2021-07-05 22:21:58,669 - mmaction - INFO - Epoch [63][2400/3757] lr: 1.000e-02, eta: 4 days, 2:25:24, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.3164, top1_acc: 0.4953, top5_acc: 0.7109, loss_cls: 2.3045, loss: 3.6209, grad_norm: 6.9401 2021-07-05 22:22:19,871 - mmaction - INFO - Epoch [63][2420/3757] lr: 1.000e-02, eta: 4 days, 2:25:02, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2779, top1_acc: 0.5141, top5_acc: 0.7383, loss_cls: 2.1433, loss: 3.4212, grad_norm: 6.6763 2021-07-05 22:22:41,005 - mmaction - INFO - Epoch [63][2440/3757] lr: 1.000e-02, eta: 4 days, 2:24:40, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2333, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0794, loss: 3.3127, grad_norm: 6.6256 2021-07-05 22:23:02,119 - mmaction - INFO - Epoch [63][2460/3757] lr: 1.000e-02, eta: 4 days, 2:24:18, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2606, top1_acc: 0.5047, top5_acc: 0.7258, loss_cls: 2.1670, loss: 3.4276, grad_norm: 6.8476 2021-07-05 22:23:23,520 - mmaction - INFO - Epoch [63][2480/3757] lr: 1.000e-02, eta: 4 days, 2:23:56, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2682, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1441, loss: 3.4123, grad_norm: 6.7626 2021-07-05 22:23:45,370 - mmaction - INFO - Epoch [63][2500/3757] lr: 1.000e-02, eta: 4 days, 2:23:35, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.2416, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.1353, loss: 3.3769, grad_norm: 6.8438 2021-07-05 22:24:06,484 - mmaction - INFO - Epoch [63][2520/3757] lr: 1.000e-02, eta: 4 days, 2:23:13, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2343, top1_acc: 0.5250, top5_acc: 0.7523, loss_cls: 2.0699, loss: 3.3042, grad_norm: 6.8307 2021-07-05 22:24:27,535 - mmaction - INFO - Epoch [63][2540/3757] lr: 1.000e-02, eta: 4 days, 2:22:50, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.2199, top1_acc: 0.5117, top5_acc: 0.7555, loss_cls: 2.0935, loss: 3.3134, grad_norm: 6.8652 2021-07-05 22:24:48,871 - mmaction - INFO - Epoch [63][2560/3757] lr: 1.000e-02, eta: 4 days, 2:22:28, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2404, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1111, loss: 3.3515, grad_norm: 6.9431 2021-07-05 22:25:10,170 - mmaction - INFO - Epoch [63][2580/3757] lr: 1.000e-02, eta: 4 days, 2:22:06, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2939, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.1907, loss: 3.4846, grad_norm: 6.9552 2021-07-05 22:25:31,376 - mmaction - INFO - Epoch [63][2600/3757] lr: 1.000e-02, eta: 4 days, 2:21:44, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2477, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.1245, loss: 3.3722, grad_norm: 6.8336 2021-07-05 22:25:53,201 - mmaction - INFO - Epoch [63][2620/3757] lr: 1.000e-02, eta: 4 days, 2:21:23, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.3118, top1_acc: 0.4945, top5_acc: 0.7344, loss_cls: 2.2070, loss: 3.5188, grad_norm: 7.0359 2021-07-05 22:26:14,250 - mmaction - INFO - Epoch [63][2640/3757] lr: 1.000e-02, eta: 4 days, 2:21:01, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2585, top1_acc: 0.5164, top5_acc: 0.7453, loss_cls: 2.1400, loss: 3.3985, grad_norm: 6.7564 2021-07-05 22:26:35,240 - mmaction - INFO - Epoch [63][2660/3757] lr: 1.000e-02, eta: 4 days, 2:20:38, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2148, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.1343, loss: 3.3491, grad_norm: 6.5365 2021-07-05 22:26:56,764 - mmaction - INFO - Epoch [63][2680/3757] lr: 1.000e-02, eta: 4 days, 2:20:16, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.0971, loss: 3.3543, grad_norm: 6.5314 2021-07-05 22:27:18,637 - mmaction - INFO - Epoch [63][2700/3757] lr: 1.000e-02, eta: 4 days, 2:19:55, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2409, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1739, loss: 3.4148, grad_norm: 6.7653 2021-07-05 22:27:39,571 - mmaction - INFO - Epoch [63][2720/3757] lr: 1.000e-02, eta: 4 days, 2:19:33, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2800, top1_acc: 0.5133, top5_acc: 0.7328, loss_cls: 2.1503, loss: 3.4303, grad_norm: 6.7648 2021-07-05 22:28:00,955 - mmaction - INFO - Epoch [63][2740/3757] lr: 1.000e-02, eta: 4 days, 2:19:11, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2585, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1496, loss: 3.4081, grad_norm: 6.7865 2021-07-05 22:28:21,916 - mmaction - INFO - Epoch [63][2760/3757] lr: 1.000e-02, eta: 4 days, 2:18:48, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2279, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0905, loss: 3.3184, grad_norm: 6.6862 2021-07-05 22:28:43,985 - mmaction - INFO - Epoch [63][2780/3757] lr: 1.000e-02, eta: 4 days, 2:18:27, time: 1.103, data_time: 0.005, memory: 6921, loss_aux: 1.2150, top1_acc: 0.5297, top5_acc: 0.7508, loss_cls: 2.0940, loss: 3.3090, grad_norm: 6.6527 2021-07-05 22:29:05,246 - mmaction - INFO - Epoch [63][2800/3757] lr: 1.000e-02, eta: 4 days, 2:18:05, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2350, top1_acc: 0.5289, top5_acc: 0.7398, loss_cls: 2.1393, loss: 3.3743, grad_norm: 6.7656 2021-07-05 22:29:26,323 - mmaction - INFO - Epoch [63][2820/3757] lr: 1.000e-02, eta: 4 days, 2:17:43, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2532, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1417, loss: 3.3949, grad_norm: 6.7381 2021-07-05 22:29:47,393 - mmaction - INFO - Epoch [63][2840/3757] lr: 1.000e-02, eta: 4 days, 2:17:21, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2777, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1900, loss: 3.4676, grad_norm: 6.8593 2021-07-05 22:30:08,610 - mmaction - INFO - Epoch [63][2860/3757] lr: 1.000e-02, eta: 4 days, 2:16:59, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.2466, top1_acc: 0.4922, top5_acc: 0.7484, loss_cls: 2.1401, loss: 3.3868, grad_norm: 6.6682 2021-07-05 22:30:30,219 - mmaction - INFO - Epoch [63][2880/3757] lr: 1.000e-02, eta: 4 days, 2:16:37, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.2789, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1615, loss: 3.4404, grad_norm: 6.8097 2021-07-05 22:30:51,344 - mmaction - INFO - Epoch [63][2900/3757] lr: 1.000e-02, eta: 4 days, 2:16:15, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2305, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1402, loss: 3.3707, grad_norm: 6.7261 2021-07-05 22:31:12,332 - mmaction - INFO - Epoch [63][2920/3757] lr: 1.000e-02, eta: 4 days, 2:15:52, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2666, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1979, loss: 3.4645, grad_norm: 6.8699 2021-07-05 22:31:33,757 - mmaction - INFO - Epoch [63][2940/3757] lr: 1.000e-02, eta: 4 days, 2:15:30, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2625, top1_acc: 0.5102, top5_acc: 0.7305, loss_cls: 2.1601, loss: 3.4226, grad_norm: 6.4287 2021-07-05 22:31:55,683 - mmaction - INFO - Epoch [63][2960/3757] lr: 1.000e-02, eta: 4 days, 2:15:09, time: 1.100, data_time: 0.006, memory: 6921, loss_aux: 1.2250, top1_acc: 0.5156, top5_acc: 0.7461, loss_cls: 2.1181, loss: 3.3431, grad_norm: 6.5723 2021-07-05 22:32:16,778 - mmaction - INFO - Epoch [63][2980/3757] lr: 1.000e-02, eta: 4 days, 2:14:47, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2495, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1641, loss: 3.4136, grad_norm: 6.8067 2021-07-05 22:32:37,869 - mmaction - INFO - Epoch [63][3000/3757] lr: 1.000e-02, eta: 4 days, 2:14:25, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2170, top1_acc: 0.5242, top5_acc: 0.7430, loss_cls: 2.0792, loss: 3.2963, grad_norm: 6.7369 2021-07-05 22:33:00,207 - mmaction - INFO - Epoch [63][3020/3757] lr: 1.000e-02, eta: 4 days, 2:14:04, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 1.2479, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1653, loss: 3.4132, grad_norm: 6.8157 2021-07-05 22:33:21,597 - mmaction - INFO - Epoch [63][3040/3757] lr: 1.000e-02, eta: 4 days, 2:13:42, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.3401, top1_acc: 0.4828, top5_acc: 0.7031, loss_cls: 2.3049, loss: 3.6450, grad_norm: 6.8638 2021-07-05 22:33:42,752 - mmaction - INFO - Epoch [63][3060/3757] lr: 1.000e-02, eta: 4 days, 2:13:20, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2928, top1_acc: 0.5055, top5_acc: 0.7273, loss_cls: 2.2288, loss: 3.5216, grad_norm: 6.8208 2021-07-05 22:34:03,848 - mmaction - INFO - Epoch [63][3080/3757] lr: 1.000e-02, eta: 4 days, 2:12:58, time: 1.056, data_time: 0.007, memory: 6921, loss_aux: 1.2372, top1_acc: 0.5164, top5_acc: 0.7352, loss_cls: 2.1505, loss: 3.3877, grad_norm: 6.6432 2021-07-05 22:34:26,460 - mmaction - INFO - Epoch [63][3100/3757] lr: 1.000e-02, eta: 4 days, 2:12:38, time: 1.131, data_time: 0.002, memory: 6921, loss_aux: 1.2717, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.1668, loss: 3.4386, grad_norm: 6.6568 2021-07-05 22:34:47,435 - mmaction - INFO - Epoch [63][3120/3757] lr: 1.000e-02, eta: 4 days, 2:12:15, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.2808, top1_acc: 0.4992, top5_acc: 0.7227, loss_cls: 2.2299, loss: 3.5107, grad_norm: 6.8299 2021-07-05 22:35:08,536 - mmaction - INFO - Epoch [63][3140/3757] lr: 1.000e-02, eta: 4 days, 2:11:53, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2968, top1_acc: 0.5070, top5_acc: 0.7125, loss_cls: 2.2498, loss: 3.5466, grad_norm: 6.6365 2021-07-05 22:35:30,649 - mmaction - INFO - Epoch [63][3160/3757] lr: 1.000e-02, eta: 4 days, 2:11:32, time: 1.105, data_time: 0.001, memory: 6921, loss_aux: 1.2807, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1670, loss: 3.4477, grad_norm: 6.8521 2021-07-05 22:35:51,934 - mmaction - INFO - Epoch [63][3180/3757] lr: 1.000e-02, eta: 4 days, 2:11:10, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.2710, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.1605, loss: 3.4315, grad_norm: 6.6157 2021-07-05 22:36:13,398 - mmaction - INFO - Epoch [63][3200/3757] lr: 1.000e-02, eta: 4 days, 2:10:48, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2428, top1_acc: 0.5266, top5_acc: 0.7594, loss_cls: 2.0710, loss: 3.3138, grad_norm: 6.7606 2021-07-05 22:36:34,652 - mmaction - INFO - Epoch [63][3220/3757] lr: 1.000e-02, eta: 4 days, 2:10:26, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2359, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1345, loss: 3.3704, grad_norm: 6.9697 2021-07-05 22:36:55,748 - mmaction - INFO - Epoch [63][3240/3757] lr: 1.000e-02, eta: 4 days, 2:10:04, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2517, top1_acc: 0.5070, top5_acc: 0.7312, loss_cls: 2.1487, loss: 3.4004, grad_norm: 6.8008 2021-07-05 22:37:16,913 - mmaction - INFO - Epoch [63][3260/3757] lr: 1.000e-02, eta: 4 days, 2:09:42, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1457, loss: 3.4051, grad_norm: 6.6838 2021-07-05 22:37:38,361 - mmaction - INFO - Epoch [63][3280/3757] lr: 1.000e-02, eta: 4 days, 2:09:20, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2321, top1_acc: 0.5344, top5_acc: 0.7570, loss_cls: 2.0699, loss: 3.3020, grad_norm: 6.6201 2021-07-05 22:37:59,495 - mmaction - INFO - Epoch [63][3300/3757] lr: 1.000e-02, eta: 4 days, 2:08:58, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2804, top1_acc: 0.5008, top5_acc: 0.7258, loss_cls: 2.1906, loss: 3.4710, grad_norm: 7.0726 2021-07-05 22:38:21,140 - mmaction - INFO - Epoch [63][3320/3757] lr: 1.000e-02, eta: 4 days, 2:08:36, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2464, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1591, loss: 3.4055, grad_norm: 6.9541 2021-07-05 22:38:42,306 - mmaction - INFO - Epoch [63][3340/3757] lr: 1.000e-02, eta: 4 days, 2:08:14, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2890, top1_acc: 0.4984, top5_acc: 0.7219, loss_cls: 2.2469, loss: 3.5359, grad_norm: 6.7163 2021-07-05 22:39:03,307 - mmaction - INFO - Epoch [63][3360/3757] lr: 1.000e-02, eta: 4 days, 2:07:52, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2636, top1_acc: 0.5180, top5_acc: 0.7398, loss_cls: 2.1503, loss: 3.4139, grad_norm: 6.8334 2021-07-05 22:39:24,395 - mmaction - INFO - Epoch [63][3380/3757] lr: 1.000e-02, eta: 4 days, 2:07:29, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.2635, top1_acc: 0.5125, top5_acc: 0.7352, loss_cls: 2.1789, loss: 3.4424, grad_norm: 6.9040 2021-07-05 22:39:46,367 - mmaction - INFO - Epoch [63][3400/3757] lr: 1.000e-02, eta: 4 days, 2:07:08, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.2964, top1_acc: 0.5156, top5_acc: 0.7258, loss_cls: 2.1771, loss: 3.4734, grad_norm: 6.9920 2021-07-05 22:40:07,706 - mmaction - INFO - Epoch [63][3420/3757] lr: 1.000e-02, eta: 4 days, 2:06:47, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3162, top1_acc: 0.4961, top5_acc: 0.7344, loss_cls: 2.2280, loss: 3.5442, grad_norm: 7.0539 2021-07-05 22:40:29,437 - mmaction - INFO - Epoch [63][3440/3757] lr: 1.000e-02, eta: 4 days, 2:06:25, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2681, top1_acc: 0.5148, top5_acc: 0.7242, loss_cls: 2.1905, loss: 3.4586, grad_norm: 6.8897 2021-07-05 22:40:51,135 - mmaction - INFO - Epoch [63][3460/3757] lr: 1.000e-02, eta: 4 days, 2:06:04, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.2825, top1_acc: 0.5180, top5_acc: 0.7422, loss_cls: 2.1477, loss: 3.4302, grad_norm: 6.8443 2021-07-05 22:41:12,322 - mmaction - INFO - Epoch [63][3480/3757] lr: 1.000e-02, eta: 4 days, 2:05:42, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2714, top1_acc: 0.5164, top5_acc: 0.7469, loss_cls: 2.1217, loss: 3.3932, grad_norm: 6.7887 2021-07-05 22:41:33,499 - mmaction - INFO - Epoch [63][3500/3757] lr: 1.000e-02, eta: 4 days, 2:05:19, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2823, top1_acc: 0.5250, top5_acc: 0.7453, loss_cls: 2.1591, loss: 3.4414, grad_norm: 6.7475 2021-07-05 22:41:54,716 - mmaction - INFO - Epoch [63][3520/3757] lr: 1.000e-02, eta: 4 days, 2:04:57, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2382, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1508, loss: 3.3890, grad_norm: 6.6389 2021-07-05 22:42:16,015 - mmaction - INFO - Epoch [63][3540/3757] lr: 1.000e-02, eta: 4 days, 2:04:35, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2540, top1_acc: 0.4922, top5_acc: 0.7164, loss_cls: 2.2053, loss: 3.4593, grad_norm: 6.5467 2021-07-05 22:42:37,043 - mmaction - INFO - Epoch [63][3560/3757] lr: 1.000e-02, eta: 4 days, 2:04:13, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2222, top1_acc: 0.5344, top5_acc: 0.7500, loss_cls: 2.0963, loss: 3.3185, grad_norm: 6.8503 2021-07-05 22:42:58,258 - mmaction - INFO - Epoch [63][3580/3757] lr: 1.000e-02, eta: 4 days, 2:03:51, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2773, top1_acc: 0.5094, top5_acc: 0.7445, loss_cls: 2.1491, loss: 3.4264, grad_norm: 6.7448 2021-07-05 22:43:20,596 - mmaction - INFO - Epoch [63][3600/3757] lr: 1.000e-02, eta: 4 days, 2:03:30, time: 1.117, data_time: 0.069, memory: 6921, loss_aux: 1.2339, top1_acc: 0.5086, top5_acc: 0.7469, loss_cls: 2.1167, loss: 3.3506, grad_norm: 6.7610 2021-07-05 22:43:41,757 - mmaction - INFO - Epoch [63][3620/3757] lr: 1.000e-02, eta: 4 days, 2:03:08, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2614, top1_acc: 0.5086, top5_acc: 0.7445, loss_cls: 2.1962, loss: 3.4576, grad_norm: 6.9298 2021-07-05 22:44:02,895 - mmaction - INFO - Epoch [63][3640/3757] lr: 1.000e-02, eta: 4 days, 2:02:46, time: 1.057, data_time: 0.015, memory: 6921, loss_aux: 1.3047, top1_acc: 0.4945, top5_acc: 0.7141, loss_cls: 2.2446, loss: 3.5493, grad_norm: 6.9000 2021-07-05 22:44:24,065 - mmaction - INFO - Epoch [63][3660/3757] lr: 1.000e-02, eta: 4 days, 2:02:24, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.2573, top1_acc: 0.5164, top5_acc: 0.7391, loss_cls: 2.1023, loss: 3.3596, grad_norm: 6.7608 2021-07-05 22:44:45,414 - mmaction - INFO - Epoch [63][3680/3757] lr: 1.000e-02, eta: 4 days, 2:02:02, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2893, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1791, loss: 3.4684, grad_norm: 6.8761 2021-07-05 22:45:06,742 - mmaction - INFO - Epoch [63][3700/3757] lr: 1.000e-02, eta: 4 days, 2:01:40, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2548, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.1656, loss: 3.4204, grad_norm: 6.7421 2021-07-05 22:45:28,238 - mmaction - INFO - Epoch [63][3720/3757] lr: 1.000e-02, eta: 4 days, 2:01:18, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.2407, top1_acc: 0.5016, top5_acc: 0.7539, loss_cls: 2.1023, loss: 3.3429, grad_norm: 7.0057 2021-07-05 22:45:49,631 - mmaction - INFO - Epoch [63][3740/3757] lr: 1.000e-02, eta: 4 days, 2:00:56, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2599, top1_acc: 0.5148, top5_acc: 0.7375, loss_cls: 2.1595, loss: 3.4194, grad_norm: 6.7286 2021-07-05 22:46:07,916 - mmaction - INFO - Saving checkpoint at 63 epochs 2021-07-05 22:47:11,204 - mmaction - INFO - Epoch [64][20/3757] lr: 1.000e-02, eta: 4 days, 2:00:46, time: 3.084, data_time: 2.044, memory: 6921, loss_aux: 1.2427, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.0486, loss: 3.2913, grad_norm: 6.7311 2021-07-05 22:47:32,658 - mmaction - INFO - Epoch [64][40/3757] lr: 1.000e-02, eta: 4 days, 2:00:24, time: 1.072, data_time: 0.036, memory: 6921, loss_aux: 1.1917, top1_acc: 0.5422, top5_acc: 0.7703, loss_cls: 1.9781, loss: 3.1698, grad_norm: 6.9533 2021-07-05 22:47:53,649 - mmaction - INFO - Epoch [64][60/3757] lr: 1.000e-02, eta: 4 days, 2:00:02, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.1963, top1_acc: 0.5484, top5_acc: 0.7609, loss_cls: 2.0022, loss: 3.1986, grad_norm: 6.7197 2021-07-05 22:48:16,303 - mmaction - INFO - Epoch [64][80/3757] lr: 1.000e-02, eta: 4 days, 1:59:42, time: 1.133, data_time: 0.051, memory: 6921, loss_aux: 1.2292, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0855, loss: 3.3146, grad_norm: 6.7676 2021-07-05 22:48:37,481 - mmaction - INFO - Epoch [64][100/3757] lr: 1.000e-02, eta: 4 days, 1:59:20, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5164, top5_acc: 0.7352, loss_cls: 2.1190, loss: 3.3784, grad_norm: 6.8219 2021-07-05 22:48:58,538 - mmaction - INFO - Epoch [64][120/3757] lr: 1.000e-02, eta: 4 days, 1:58:57, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2442, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.0988, loss: 3.3431, grad_norm: 6.8917 2021-07-05 22:49:20,404 - mmaction - INFO - Epoch [64][140/3757] lr: 1.000e-02, eta: 4 days, 1:58:36, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.2473, top1_acc: 0.5305, top5_acc: 0.7375, loss_cls: 2.0998, loss: 3.3472, grad_norm: 6.8808 2021-07-05 22:49:42,597 - mmaction - INFO - Epoch [64][160/3757] lr: 1.000e-02, eta: 4 days, 1:58:15, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.2329, top1_acc: 0.5258, top5_acc: 0.7641, loss_cls: 2.0463, loss: 3.2792, grad_norm: 6.7174 2021-07-05 22:50:04,341 - mmaction - INFO - Epoch [64][180/3757] lr: 1.000e-02, eta: 4 days, 1:57:54, time: 1.087, data_time: 0.039, memory: 6921, loss_aux: 1.2425, top1_acc: 0.5180, top5_acc: 0.7492, loss_cls: 2.1113, loss: 3.3537, grad_norm: 7.0457 2021-07-05 22:50:26,098 - mmaction - INFO - Epoch [64][200/3757] lr: 1.000e-02, eta: 4 days, 1:57:33, time: 1.089, data_time: 0.039, memory: 6921, loss_aux: 1.2778, top1_acc: 0.4977, top5_acc: 0.7211, loss_cls: 2.1792, loss: 3.4571, grad_norm: 7.0537 2021-07-05 22:50:48,118 - mmaction - INFO - Epoch [64][220/3757] lr: 1.000e-02, eta: 4 days, 1:57:12, time: 1.101, data_time: 0.055, memory: 6921, loss_aux: 1.2305, top1_acc: 0.5000, top5_acc: 0.7383, loss_cls: 2.1047, loss: 3.3352, grad_norm: 6.8266 2021-07-05 22:51:09,678 - mmaction - INFO - Epoch [64][240/3757] lr: 1.000e-02, eta: 4 days, 1:56:50, time: 1.078, data_time: 0.025, memory: 6921, loss_aux: 1.1644, top1_acc: 0.5164, top5_acc: 0.7602, loss_cls: 2.0114, loss: 3.1758, grad_norm: 6.6590 2021-07-05 22:51:30,645 - mmaction - INFO - Epoch [64][260/3757] lr: 1.000e-02, eta: 4 days, 1:56:28, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2224, top1_acc: 0.5227, top5_acc: 0.7570, loss_cls: 2.0589, loss: 3.2813, grad_norm: 6.8507 2021-07-05 22:51:52,327 - mmaction - INFO - Epoch [64][280/3757] lr: 1.000e-02, eta: 4 days, 1:56:06, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.1727, top1_acc: 0.5398, top5_acc: 0.7648, loss_cls: 2.0009, loss: 3.1736, grad_norm: 6.6461 2021-07-05 22:52:13,558 - mmaction - INFO - Epoch [64][300/3757] lr: 1.000e-02, eta: 4 days, 1:55:44, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2335, top1_acc: 0.5141, top5_acc: 0.7578, loss_cls: 2.0655, loss: 3.2990, grad_norm: 6.7604 2021-07-05 22:52:35,531 - mmaction - INFO - Epoch [64][320/3757] lr: 1.000e-02, eta: 4 days, 1:55:23, time: 1.099, data_time: 0.048, memory: 6921, loss_aux: 1.2495, top1_acc: 0.5305, top5_acc: 0.7422, loss_cls: 2.0896, loss: 3.3391, grad_norm: 6.7189 2021-07-05 22:52:57,483 - mmaction - INFO - Epoch [64][340/3757] lr: 1.000e-02, eta: 4 days, 1:55:02, time: 1.099, data_time: 0.063, memory: 6921, loss_aux: 1.2826, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1342, loss: 3.4168, grad_norm: 6.9607 2021-07-05 22:53:18,544 - mmaction - INFO - Epoch [64][360/3757] lr: 1.000e-02, eta: 4 days, 1:54:40, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2598, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1176, loss: 3.3774, grad_norm: 6.8843 2021-07-05 22:53:39,498 - mmaction - INFO - Epoch [64][380/3757] lr: 1.000e-02, eta: 4 days, 1:54:17, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2510, top1_acc: 0.5273, top5_acc: 0.7445, loss_cls: 2.0906, loss: 3.3416, grad_norm: 6.7017 2021-07-05 22:54:00,536 - mmaction - INFO - Epoch [64][400/3757] lr: 1.000e-02, eta: 4 days, 1:53:55, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2184, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0608, loss: 3.2792, grad_norm: 6.7072 2021-07-05 22:54:21,779 - mmaction - INFO - Epoch [64][420/3757] lr: 1.000e-02, eta: 4 days, 1:53:33, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2382, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.0808, loss: 3.3190, grad_norm: 6.8356 2021-07-05 22:54:44,125 - mmaction - INFO - Epoch [64][440/3757] lr: 1.000e-02, eta: 4 days, 1:53:12, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5156, top5_acc: 0.7359, loss_cls: 2.1408, loss: 3.3878, grad_norm: 6.7579 2021-07-05 22:55:05,371 - mmaction - INFO - Epoch [64][460/3757] lr: 1.000e-02, eta: 4 days, 1:52:50, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2171, top1_acc: 0.5305, top5_acc: 0.7719, loss_cls: 2.0299, loss: 3.2470, grad_norm: 6.6834 2021-07-05 22:55:26,434 - mmaction - INFO - Epoch [64][480/3757] lr: 1.000e-02, eta: 4 days, 1:52:28, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2493, top1_acc: 0.5125, top5_acc: 0.7398, loss_cls: 2.0814, loss: 3.3307, grad_norm: 6.7842 2021-07-05 22:55:48,373 - mmaction - INFO - Epoch [64][500/3757] lr: 1.000e-02, eta: 4 days, 1:52:07, time: 1.098, data_time: 0.014, memory: 6921, loss_aux: 1.2248, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 2.0299, loss: 3.2547, grad_norm: 6.9761 2021-07-05 22:56:10,173 - mmaction - INFO - Epoch [64][520/3757] lr: 1.000e-02, eta: 4 days, 1:51:45, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.3222, top1_acc: 0.4773, top5_acc: 0.7125, loss_cls: 2.2691, loss: 3.5913, grad_norm: 7.3325 2021-07-05 22:56:31,516 - mmaction - INFO - Epoch [64][540/3757] lr: 1.000e-02, eta: 4 days, 1:51:23, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2789, top1_acc: 0.5172, top5_acc: 0.7391, loss_cls: 2.1820, loss: 3.4609, grad_norm: 6.9966 2021-07-05 22:56:54,368 - mmaction - INFO - Epoch [64][560/3757] lr: 1.000e-02, eta: 4 days, 1:51:04, time: 1.143, data_time: 0.005, memory: 6921, loss_aux: 1.2926, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1754, loss: 3.4680, grad_norm: 6.9331 2021-07-05 22:57:15,405 - mmaction - INFO - Epoch [64][580/3757] lr: 1.000e-02, eta: 4 days, 1:50:41, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.3024, top1_acc: 0.4828, top5_acc: 0.7258, loss_cls: 2.2049, loss: 3.5073, grad_norm: 6.8793 2021-07-05 22:57:37,238 - mmaction - INFO - Epoch [64][600/3757] lr: 1.000e-02, eta: 4 days, 1:50:20, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.2388, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1488, loss: 3.3876, grad_norm: 6.6142 2021-07-05 22:57:58,410 - mmaction - INFO - Epoch [64][620/3757] lr: 1.000e-02, eta: 4 days, 1:49:58, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2327, top1_acc: 0.5148, top5_acc: 0.7367, loss_cls: 2.1180, loss: 3.3507, grad_norm: 6.8876 2021-07-05 22:58:19,550 - mmaction - INFO - Epoch [64][640/3757] lr: 1.000e-02, eta: 4 days, 1:49:36, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2147, top1_acc: 0.5328, top5_acc: 0.7453, loss_cls: 2.0650, loss: 3.2796, grad_norm: 6.8089 2021-07-05 22:58:41,483 - mmaction - INFO - Epoch [64][660/3757] lr: 1.000e-02, eta: 4 days, 1:49:14, time: 1.094, data_time: 0.001, memory: 6921, loss_aux: 1.2435, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0777, loss: 3.3212, grad_norm: 6.7004 2021-07-05 22:59:03,419 - mmaction - INFO - Epoch [64][680/3757] lr: 1.000e-02, eta: 4 days, 1:48:53, time: 1.097, data_time: 0.006, memory: 6921, loss_aux: 1.2370, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1469, loss: 3.3839, grad_norm: 6.9711 2021-07-05 22:59:25,175 - mmaction - INFO - Epoch [64][700/3757] lr: 1.000e-02, eta: 4 days, 1:48:32, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.2222, top1_acc: 0.5258, top5_acc: 0.7641, loss_cls: 2.0655, loss: 3.2877, grad_norm: 6.8648 2021-07-05 22:59:46,920 - mmaction - INFO - Epoch [64][720/3757] lr: 1.000e-02, eta: 4 days, 1:48:11, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2418, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1264, loss: 3.3682, grad_norm: 6.9047 2021-07-05 23:00:09,370 - mmaction - INFO - Epoch [64][740/3757] lr: 1.000e-02, eta: 4 days, 1:47:50, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 1.2463, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.1320, loss: 3.3783, grad_norm: 6.7834 2021-07-05 23:00:30,406 - mmaction - INFO - Epoch [64][760/3757] lr: 1.000e-02, eta: 4 days, 1:47:28, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2584, top1_acc: 0.5078, top5_acc: 0.7367, loss_cls: 2.1317, loss: 3.3901, grad_norm: 6.9369 2021-07-05 23:00:52,164 - mmaction - INFO - Epoch [64][780/3757] lr: 1.000e-02, eta: 4 days, 1:47:06, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.2627, top1_acc: 0.5156, top5_acc: 0.7383, loss_cls: 2.1506, loss: 3.4133, grad_norm: 6.8710 2021-07-05 23:01:13,648 - mmaction - INFO - Epoch [64][800/3757] lr: 1.000e-02, eta: 4 days, 1:46:45, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2477, top1_acc: 0.5117, top5_acc: 0.7406, loss_cls: 2.1268, loss: 3.3745, grad_norm: 6.7687 2021-07-05 23:01:35,315 - mmaction - INFO - Epoch [64][820/3757] lr: 1.000e-02, eta: 4 days, 1:46:23, time: 1.086, data_time: 0.006, memory: 6921, loss_aux: 1.2289, top1_acc: 0.5242, top5_acc: 0.7477, loss_cls: 2.0664, loss: 3.2953, grad_norm: 6.8586 2021-07-05 23:01:57,434 - mmaction - INFO - Epoch [64][840/3757] lr: 1.000e-02, eta: 4 days, 1:46:02, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.2807, top1_acc: 0.5000, top5_acc: 0.7453, loss_cls: 2.1822, loss: 3.4629, grad_norm: 6.9149 2021-07-05 23:02:18,769 - mmaction - INFO - Epoch [64][860/3757] lr: 1.000e-02, eta: 4 days, 1:45:40, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5258, top5_acc: 0.7555, loss_cls: 2.1241, loss: 3.3873, grad_norm: 6.6678 2021-07-05 23:02:41,159 - mmaction - INFO - Epoch [64][880/3757] lr: 1.000e-02, eta: 4 days, 1:45:20, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.2783, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1501, loss: 3.4284, grad_norm: 6.8617 2021-07-05 23:03:02,119 - mmaction - INFO - Epoch [64][900/3757] lr: 1.000e-02, eta: 4 days, 1:44:57, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2609, top1_acc: 0.5109, top5_acc: 0.7344, loss_cls: 2.1364, loss: 3.3974, grad_norm: 6.9294 2021-07-05 23:03:23,927 - mmaction - INFO - Epoch [64][920/3757] lr: 1.000e-02, eta: 4 days, 1:44:36, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2761, top1_acc: 0.5164, top5_acc: 0.7188, loss_cls: 2.2068, loss: 3.4829, grad_norm: 6.8073 2021-07-05 23:03:45,041 - mmaction - INFO - Epoch [64][940/3757] lr: 1.000e-02, eta: 4 days, 1:44:14, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2769, top1_acc: 0.5008, top5_acc: 0.7398, loss_cls: 2.2196, loss: 3.4964, grad_norm: 7.0943 2021-07-05 23:04:07,401 - mmaction - INFO - Epoch [64][960/3757] lr: 1.000e-02, eta: 4 days, 1:43:53, time: 1.118, data_time: 0.068, memory: 6921, loss_aux: 1.2923, top1_acc: 0.5070, top5_acc: 0.7305, loss_cls: 2.1971, loss: 3.4894, grad_norm: 6.8298 2021-07-05 23:04:28,558 - mmaction - INFO - Epoch [64][980/3757] lr: 1.000e-02, eta: 4 days, 1:43:31, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2772, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1692, loss: 3.4464, grad_norm: 6.9948 2021-07-05 23:04:49,852 - mmaction - INFO - Epoch [64][1000/3757] lr: 1.000e-02, eta: 4 days, 1:43:09, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2658, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.1691, loss: 3.4349, grad_norm: 6.8594 2021-07-05 23:05:10,902 - mmaction - INFO - Epoch [64][1020/3757] lr: 1.000e-02, eta: 4 days, 1:42:47, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2591, top1_acc: 0.5203, top5_acc: 0.7250, loss_cls: 2.2049, loss: 3.4640, grad_norm: 7.1625 2021-07-05 23:05:32,449 - mmaction - INFO - Epoch [64][1040/3757] lr: 1.000e-02, eta: 4 days, 1:42:25, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2138, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0773, loss: 3.2911, grad_norm: 6.9450 2021-07-05 23:05:53,984 - mmaction - INFO - Epoch [64][1060/3757] lr: 1.000e-02, eta: 4 days, 1:42:04, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2814, top1_acc: 0.5156, top5_acc: 0.7352, loss_cls: 2.1668, loss: 3.4482, grad_norm: 6.8127 2021-07-05 23:06:16,140 - mmaction - INFO - Epoch [64][1080/3757] lr: 1.000e-02, eta: 4 days, 1:41:43, time: 1.108, data_time: 0.006, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.0905, loss: 3.3536, grad_norm: 6.7553 2021-07-05 23:06:37,314 - mmaction - INFO - Epoch [64][1100/3757] lr: 1.000e-02, eta: 4 days, 1:41:21, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3202, top1_acc: 0.5102, top5_acc: 0.7203, loss_cls: 2.2402, loss: 3.5604, grad_norm: 6.8603 2021-07-05 23:06:59,436 - mmaction - INFO - Epoch [64][1120/3757] lr: 1.000e-02, eta: 4 days, 1:41:00, time: 1.107, data_time: 0.057, memory: 6921, loss_aux: 1.2995, top1_acc: 0.5008, top5_acc: 0.7266, loss_cls: 2.2271, loss: 3.5265, grad_norm: 6.8353 2021-07-05 23:07:20,684 - mmaction - INFO - Epoch [64][1140/3757] lr: 1.000e-02, eta: 4 days, 1:40:38, time: 1.062, data_time: 0.013, memory: 6921, loss_aux: 1.2229, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0643, loss: 3.2872, grad_norm: 6.8580 2021-07-05 23:07:42,369 - mmaction - INFO - Epoch [64][1160/3757] lr: 1.000e-02, eta: 4 days, 1:40:16, time: 1.085, data_time: 0.047, memory: 6921, loss_aux: 1.2621, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1687, loss: 3.4308, grad_norm: 6.7384 2021-07-05 23:08:03,603 - mmaction - INFO - Epoch [64][1180/3757] lr: 1.000e-02, eta: 4 days, 1:39:54, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2679, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.2011, loss: 3.4690, grad_norm: 6.9014 2021-07-05 23:08:24,757 - mmaction - INFO - Epoch [64][1200/3757] lr: 1.000e-02, eta: 4 days, 1:39:32, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2439, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.0963, loss: 3.3402, grad_norm: 6.8395 2021-07-05 23:08:47,181 - mmaction - INFO - Epoch [64][1220/3757] lr: 1.000e-02, eta: 4 days, 1:39:11, time: 1.122, data_time: 0.049, memory: 6921, loss_aux: 1.2642, top1_acc: 0.4875, top5_acc: 0.7367, loss_cls: 2.1674, loss: 3.4316, grad_norm: 6.8703 2021-07-05 23:09:08,235 - mmaction - INFO - Epoch [64][1240/3757] lr: 1.000e-02, eta: 4 days, 1:38:49, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2538, top1_acc: 0.5148, top5_acc: 0.7469, loss_cls: 2.1264, loss: 3.3802, grad_norm: 6.7831 2021-07-05 23:09:29,319 - mmaction - INFO - Epoch [64][1260/3757] lr: 1.000e-02, eta: 4 days, 1:38:27, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2158, top1_acc: 0.5195, top5_acc: 0.7711, loss_cls: 2.0691, loss: 3.2849, grad_norm: 7.0019 2021-07-05 23:09:50,292 - mmaction - INFO - Epoch [64][1280/3757] lr: 1.000e-02, eta: 4 days, 1:38:04, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2287, top1_acc: 0.5352, top5_acc: 0.7555, loss_cls: 2.0724, loss: 3.3010, grad_norm: 6.7300 2021-07-05 23:10:12,481 - mmaction - INFO - Epoch [64][1300/3757] lr: 1.000e-02, eta: 4 days, 1:37:44, time: 1.108, data_time: 0.005, memory: 6921, loss_aux: 1.2430, top1_acc: 0.5250, top5_acc: 0.7555, loss_cls: 2.0596, loss: 3.3026, grad_norm: 6.8308 2021-07-05 23:10:33,702 - mmaction - INFO - Epoch [64][1320/3757] lr: 1.000e-02, eta: 4 days, 1:37:21, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2892, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.1885, loss: 3.4777, grad_norm: 7.1777 2021-07-05 23:10:54,761 - mmaction - INFO - Epoch [64][1340/3757] lr: 1.000e-02, eta: 4 days, 1:36:59, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2775, top1_acc: 0.5070, top5_acc: 0.7469, loss_cls: 2.1580, loss: 3.4355, grad_norm: 6.7440 2021-07-05 23:11:16,789 - mmaction - INFO - Epoch [64][1360/3757] lr: 1.000e-02, eta: 4 days, 1:36:38, time: 1.102, data_time: 0.009, memory: 6921, loss_aux: 1.2743, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1656, loss: 3.4399, grad_norm: 6.9353 2021-07-05 23:11:38,595 - mmaction - INFO - Epoch [64][1380/3757] lr: 1.000e-02, eta: 4 days, 1:36:17, time: 1.090, data_time: 0.041, memory: 6921, loss_aux: 1.2476, top1_acc: 0.5156, top5_acc: 0.7359, loss_cls: 2.1928, loss: 3.4404, grad_norm: 6.7027 2021-07-05 23:11:59,878 - mmaction - INFO - Epoch [64][1400/3757] lr: 1.000e-02, eta: 4 days, 1:35:55, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2660, top1_acc: 0.4805, top5_acc: 0.7211, loss_cls: 2.2122, loss: 3.4782, grad_norm: 6.9652 2021-07-05 23:12:21,158 - mmaction - INFO - Epoch [64][1420/3757] lr: 1.000e-02, eta: 4 days, 1:35:33, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2385, top1_acc: 0.5234, top5_acc: 0.7492, loss_cls: 2.1286, loss: 3.3670, grad_norm: 6.9823 2021-07-05 23:12:42,944 - mmaction - INFO - Epoch [64][1440/3757] lr: 1.000e-02, eta: 4 days, 1:35:12, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2400, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1381, loss: 3.3781, grad_norm: 6.8716 2021-07-05 23:13:04,477 - mmaction - INFO - Epoch [64][1460/3757] lr: 1.000e-02, eta: 4 days, 1:34:50, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2977, top1_acc: 0.5023, top5_acc: 0.7359, loss_cls: 2.2236, loss: 3.5213, grad_norm: 6.8210 2021-07-05 23:13:25,683 - mmaction - INFO - Epoch [64][1480/3757] lr: 1.000e-02, eta: 4 days, 1:34:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2971, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.1683, loss: 3.4654, grad_norm: 6.8103 2021-07-05 23:13:46,929 - mmaction - INFO - Epoch [64][1500/3757] lr: 1.000e-02, eta: 4 days, 1:34:06, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2534, top1_acc: 0.5062, top5_acc: 0.7742, loss_cls: 2.0696, loss: 3.3230, grad_norm: 6.9605 2021-07-05 23:14:09,609 - mmaction - INFO - Epoch [64][1520/3757] lr: 1.000e-02, eta: 4 days, 1:33:46, time: 1.136, data_time: 0.004, memory: 6921, loss_aux: 1.2236, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.0471, loss: 3.2707, grad_norm: 6.7658 2021-07-05 23:14:30,554 - mmaction - INFO - Epoch [64][1540/3757] lr: 1.000e-02, eta: 4 days, 1:33:23, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.2658, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.1701, loss: 3.4358, grad_norm: 6.9180 2021-07-05 23:14:51,667 - mmaction - INFO - Epoch [64][1560/3757] lr: 1.000e-02, eta: 4 days, 1:33:01, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2531, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1595, loss: 3.4126, grad_norm: 6.8741 2021-07-05 23:15:13,569 - mmaction - INFO - Epoch [64][1580/3757] lr: 1.000e-02, eta: 4 days, 1:32:40, time: 1.094, data_time: 0.001, memory: 6921, loss_aux: 1.2328, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1641, loss: 3.3969, grad_norm: 6.7511 2021-07-05 23:15:34,676 - mmaction - INFO - Epoch [64][1600/3757] lr: 1.000e-02, eta: 4 days, 1:32:17, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2743, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1717, loss: 3.4460, grad_norm: 6.8001 2021-07-05 23:15:55,866 - mmaction - INFO - Epoch [64][1620/3757] lr: 1.000e-02, eta: 4 days, 1:31:55, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2240, top1_acc: 0.5352, top5_acc: 0.7555, loss_cls: 2.0420, loss: 3.2661, grad_norm: 6.7071 2021-07-05 23:16:17,574 - mmaction - INFO - Epoch [64][1640/3757] lr: 1.000e-02, eta: 4 days, 1:31:34, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2695, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1882, loss: 3.4577, grad_norm: 6.8903 2021-07-05 23:16:39,229 - mmaction - INFO - Epoch [64][1660/3757] lr: 1.000e-02, eta: 4 days, 1:31:12, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2257, top1_acc: 0.5094, top5_acc: 0.7484, loss_cls: 2.0857, loss: 3.3114, grad_norm: 6.9006 2021-07-05 23:17:01,361 - mmaction - INFO - Epoch [64][1680/3757] lr: 1.000e-02, eta: 4 days, 1:30:52, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.2984, top1_acc: 0.4820, top5_acc: 0.7195, loss_cls: 2.2611, loss: 3.5595, grad_norm: 7.0455 2021-07-05 23:17:22,709 - mmaction - INFO - Epoch [64][1700/3757] lr: 1.000e-02, eta: 4 days, 1:30:30, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.3409, top1_acc: 0.4859, top5_acc: 0.7023, loss_cls: 2.3598, loss: 3.7007, grad_norm: 6.9793 2021-07-05 23:17:44,205 - mmaction - INFO - Epoch [64][1720/3757] lr: 1.000e-02, eta: 4 days, 1:30:08, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2986, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1789, loss: 3.4774, grad_norm: 6.8737 2021-07-05 23:18:05,369 - mmaction - INFO - Epoch [64][1740/3757] lr: 1.000e-02, eta: 4 days, 1:29:46, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2048, top1_acc: 0.5437, top5_acc: 0.7531, loss_cls: 2.0367, loss: 3.2415, grad_norm: 6.5220 2021-07-05 23:18:26,937 - mmaction - INFO - Epoch [64][1760/3757] lr: 1.000e-02, eta: 4 days, 1:29:24, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3511, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.3062, loss: 3.6573, grad_norm: 7.2202 2021-07-05 23:18:47,993 - mmaction - INFO - Epoch [64][1780/3757] lr: 1.000e-02, eta: 4 days, 1:29:02, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2783, top1_acc: 0.5133, top5_acc: 0.7312, loss_cls: 2.2128, loss: 3.4911, grad_norm: 7.0149 2021-07-05 23:19:09,343 - mmaction - INFO - Epoch [64][1800/3757] lr: 1.000e-02, eta: 4 days, 1:28:40, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2439, top1_acc: 0.5344, top5_acc: 0.7422, loss_cls: 2.1081, loss: 3.3520, grad_norm: 6.7566 2021-07-05 23:19:31,334 - mmaction - INFO - Epoch [64][1820/3757] lr: 1.000e-02, eta: 4 days, 1:28:19, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.2297, top1_acc: 0.5328, top5_acc: 0.7406, loss_cls: 2.0983, loss: 3.3280, grad_norm: 6.9153 2021-07-05 23:19:53,438 - mmaction - INFO - Epoch [64][1840/3757] lr: 1.000e-02, eta: 4 days, 1:27:58, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.2600, top1_acc: 0.5031, top5_acc: 0.7430, loss_cls: 2.1250, loss: 3.3850, grad_norm: 6.8493 2021-07-05 23:20:14,924 - mmaction - INFO - Epoch [64][1860/3757] lr: 1.000e-02, eta: 4 days, 1:27:36, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2562, top1_acc: 0.5039, top5_acc: 0.7492, loss_cls: 2.1569, loss: 3.4132, grad_norm: 7.0078 2021-07-05 23:20:35,948 - mmaction - INFO - Epoch [64][1880/3757] lr: 1.000e-02, eta: 4 days, 1:27:14, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2566, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1408, loss: 3.3974, grad_norm: 7.0413 2021-07-05 23:20:57,107 - mmaction - INFO - Epoch [64][1900/3757] lr: 1.000e-02, eta: 4 days, 1:26:52, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2714, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.1624, loss: 3.4339, grad_norm: 6.8931 2021-07-05 23:21:18,792 - mmaction - INFO - Epoch [64][1920/3757] lr: 1.000e-02, eta: 4 days, 1:26:30, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 1.2750, top1_acc: 0.5039, top5_acc: 0.7273, loss_cls: 2.2099, loss: 3.4849, grad_norm: 6.9000 2021-07-05 23:21:40,131 - mmaction - INFO - Epoch [64][1940/3757] lr: 1.000e-02, eta: 4 days, 1:26:08, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2475, top1_acc: 0.5039, top5_acc: 0.7539, loss_cls: 2.1014, loss: 3.3490, grad_norm: 6.8338 2021-07-05 23:22:03,336 - mmaction - INFO - Epoch [64][1960/3757] lr: 1.000e-02, eta: 4 days, 1:25:49, time: 1.163, data_time: 0.125, memory: 6921, loss_aux: 1.2912, top1_acc: 0.5234, top5_acc: 0.7312, loss_cls: 2.1940, loss: 3.4852, grad_norm: 6.9556 2021-07-05 23:22:24,978 - mmaction - INFO - Epoch [64][1980/3757] lr: 1.000e-02, eta: 4 days, 1:25:27, time: 1.082, data_time: 0.043, memory: 6921, loss_aux: 1.2231, top1_acc: 0.5148, top5_acc: 0.7352, loss_cls: 2.0893, loss: 3.3123, grad_norm: 6.7164 2021-07-05 23:22:46,017 - mmaction - INFO - Epoch [64][2000/3757] lr: 1.000e-02, eta: 4 days, 1:25:05, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2772, top1_acc: 0.5391, top5_acc: 0.7531, loss_cls: 2.1494, loss: 3.4266, grad_norm: 6.7393 2021-07-05 23:23:07,204 - mmaction - INFO - Epoch [64][2020/3757] lr: 1.000e-02, eta: 4 days, 1:24:43, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2788, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1583, loss: 3.4371, grad_norm: 6.8049 2021-07-05 23:23:28,433 - mmaction - INFO - Epoch [64][2040/3757] lr: 1.000e-02, eta: 4 days, 1:24:21, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3078, top1_acc: 0.5070, top5_acc: 0.7258, loss_cls: 2.2153, loss: 3.5231, grad_norm: 6.7526 2021-07-05 23:23:50,010 - mmaction - INFO - Epoch [64][2060/3757] lr: 1.000e-02, eta: 4 days, 1:23:59, time: 1.079, data_time: 0.020, memory: 6921, loss_aux: 1.2085, top1_acc: 0.5445, top5_acc: 0.7805, loss_cls: 2.0074, loss: 3.2159, grad_norm: 6.7126 2021-07-05 23:24:11,691 - mmaction - INFO - Epoch [64][2080/3757] lr: 1.000e-02, eta: 4 days, 1:23:38, time: 1.084, data_time: 0.051, memory: 6921, loss_aux: 1.2188, top1_acc: 0.5266, top5_acc: 0.7617, loss_cls: 2.0502, loss: 3.2690, grad_norm: 7.1493 2021-07-05 23:24:33,293 - mmaction - INFO - Epoch [64][2100/3757] lr: 1.000e-02, eta: 4 days, 1:23:16, time: 1.077, data_time: 0.024, memory: 6921, loss_aux: 1.2521, top1_acc: 0.4977, top5_acc: 0.7336, loss_cls: 2.1621, loss: 3.4142, grad_norm: 7.0854 2021-07-05 23:24:54,269 - mmaction - INFO - Epoch [64][2120/3757] lr: 1.000e-02, eta: 4 days, 1:22:54, time: 1.052, data_time: 0.007, memory: 6921, loss_aux: 1.2475, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.1309, loss: 3.3784, grad_norm: 6.8429 2021-07-05 23:25:15,496 - mmaction - INFO - Epoch [64][2140/3757] lr: 1.000e-02, eta: 4 days, 1:22:32, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2710, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.1959, loss: 3.4669, grad_norm: 6.8740 2021-07-05 23:25:36,777 - mmaction - INFO - Epoch [64][2160/3757] lr: 1.000e-02, eta: 4 days, 1:22:10, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2695, top1_acc: 0.5062, top5_acc: 0.7453, loss_cls: 2.1781, loss: 3.4476, grad_norm: 6.8393 2021-07-05 23:25:58,600 - mmaction - INFO - Epoch [64][2180/3757] lr: 1.000e-02, eta: 4 days, 1:21:48, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2910, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1688, loss: 3.4597, grad_norm: 6.8507 2021-07-05 23:26:19,985 - mmaction - INFO - Epoch [64][2200/3757] lr: 1.000e-02, eta: 4 days, 1:21:26, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2502, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1419, loss: 3.3921, grad_norm: 6.8083 2021-07-05 23:26:41,427 - mmaction - INFO - Epoch [64][2220/3757] lr: 1.000e-02, eta: 4 days, 1:21:05, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2463, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1381, loss: 3.3844, grad_norm: 6.6376 2021-07-05 23:27:03,743 - mmaction - INFO - Epoch [64][2240/3757] lr: 1.000e-02, eta: 4 days, 1:20:44, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.2275, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.1068, loss: 3.3342, grad_norm: 6.6394 2021-07-05 23:27:24,838 - mmaction - INFO - Epoch [64][2260/3757] lr: 1.000e-02, eta: 4 days, 1:20:22, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.1794, loss: 3.4755, grad_norm: 6.7395 2021-07-05 23:27:45,941 - mmaction - INFO - Epoch [64][2280/3757] lr: 1.000e-02, eta: 4 days, 1:19:59, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2972, top1_acc: 0.4773, top5_acc: 0.7234, loss_cls: 2.2652, loss: 3.5623, grad_norm: 7.0616 2021-07-05 23:28:07,859 - mmaction - INFO - Epoch [64][2300/3757] lr: 1.000e-02, eta: 4 days, 1:19:38, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.2499, top1_acc: 0.5234, top5_acc: 0.7586, loss_cls: 2.0669, loss: 3.3169, grad_norm: 6.7873 2021-07-05 23:28:29,774 - mmaction - INFO - Epoch [64][2320/3757] lr: 1.000e-02, eta: 4 days, 1:19:17, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2554, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.1215, loss: 3.3769, grad_norm: 6.6709 2021-07-05 23:28:51,913 - mmaction - INFO - Epoch [64][2340/3757] lr: 1.000e-02, eta: 4 days, 1:18:56, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2731, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1606, loss: 3.4337, grad_norm: 6.7933 2021-07-05 23:29:13,137 - mmaction - INFO - Epoch [64][2360/3757] lr: 1.000e-02, eta: 4 days, 1:18:34, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2413, top1_acc: 0.5195, top5_acc: 0.7352, loss_cls: 2.1173, loss: 3.3586, grad_norm: 6.7936 2021-07-05 23:29:34,463 - mmaction - INFO - Epoch [64][2380/3757] lr: 1.000e-02, eta: 4 days, 1:18:12, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2161, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 2.0608, loss: 3.2769, grad_norm: 6.6234 2021-07-05 23:29:56,448 - mmaction - INFO - Epoch [64][2400/3757] lr: 1.000e-02, eta: 4 days, 1:17:51, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2455, top1_acc: 0.5047, top5_acc: 0.7414, loss_cls: 2.1323, loss: 3.3779, grad_norm: 6.8970 2021-07-05 23:30:18,622 - mmaction - INFO - Epoch [64][2420/3757] lr: 1.000e-02, eta: 4 days, 1:17:30, time: 1.109, data_time: 0.055, memory: 6921, loss_aux: 1.2376, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0850, loss: 3.3226, grad_norm: 6.7859 2021-07-05 23:30:39,681 - mmaction - INFO - Epoch [64][2440/3757] lr: 1.000e-02, eta: 4 days, 1:17:08, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3149, top1_acc: 0.5016, top5_acc: 0.7281, loss_cls: 2.2488, loss: 3.5637, grad_norm: 6.8500 2021-07-05 23:31:00,756 - mmaction - INFO - Epoch [64][2460/3757] lr: 1.000e-02, eta: 4 days, 1:16:46, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2363, top1_acc: 0.5305, top5_acc: 0.7367, loss_cls: 2.1210, loss: 3.3573, grad_norm: 6.8066 2021-07-05 23:31:22,350 - mmaction - INFO - Epoch [64][2480/3757] lr: 1.000e-02, eta: 4 days, 1:16:24, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.2568, top1_acc: 0.5250, top5_acc: 0.7336, loss_cls: 2.1464, loss: 3.4031, grad_norm: 6.7733 2021-07-05 23:31:44,525 - mmaction - INFO - Epoch [64][2500/3757] lr: 1.000e-02, eta: 4 days, 1:16:03, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.2417, top1_acc: 0.5047, top5_acc: 0.7586, loss_cls: 2.0995, loss: 3.3412, grad_norm: 6.7225 2021-07-05 23:32:06,207 - mmaction - INFO - Epoch [64][2520/3757] lr: 1.000e-02, eta: 4 days, 1:15:42, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2438, top1_acc: 0.5320, top5_acc: 0.7453, loss_cls: 2.0793, loss: 3.3230, grad_norm: 6.6888 2021-07-05 23:32:27,485 - mmaction - INFO - Epoch [64][2540/3757] lr: 1.000e-02, eta: 4 days, 1:15:20, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2585, top1_acc: 0.5094, top5_acc: 0.7391, loss_cls: 2.1592, loss: 3.4178, grad_norm: 7.0079 2021-07-05 23:32:48,551 - mmaction - INFO - Epoch [64][2560/3757] lr: 1.000e-02, eta: 4 days, 1:14:58, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2152, top1_acc: 0.5078, top5_acc: 0.7422, loss_cls: 2.0936, loss: 3.3088, grad_norm: 6.7062 2021-07-05 23:33:09,570 - mmaction - INFO - Epoch [64][2580/3757] lr: 1.000e-02, eta: 4 days, 1:14:35, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2766, top1_acc: 0.5141, top5_acc: 0.7336, loss_cls: 2.1548, loss: 3.4314, grad_norm: 6.8714 2021-07-05 23:33:32,540 - mmaction - INFO - Epoch [64][2600/3757] lr: 1.000e-02, eta: 4 days, 1:14:16, time: 1.149, data_time: 0.006, memory: 6921, loss_aux: 1.2615, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1650, loss: 3.4264, grad_norm: 6.9022 2021-07-05 23:33:54,643 - mmaction - INFO - Epoch [64][2620/3757] lr: 1.000e-02, eta: 4 days, 1:13:55, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2645, top1_acc: 0.5195, top5_acc: 0.7281, loss_cls: 2.1800, loss: 3.4445, grad_norm: 6.7884 2021-07-05 23:34:16,060 - mmaction - INFO - Epoch [64][2640/3757] lr: 1.000e-02, eta: 4 days, 1:13:33, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2311, top1_acc: 0.5289, top5_acc: 0.7500, loss_cls: 2.0508, loss: 3.2818, grad_norm: 6.7099 2021-07-05 23:34:37,081 - mmaction - INFO - Epoch [64][2660/3757] lr: 1.000e-02, eta: 4 days, 1:13:10, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2534, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1512, loss: 3.4046, grad_norm: 6.9686 2021-07-05 23:35:00,357 - mmaction - INFO - Epoch [64][2680/3757] lr: 1.000e-02, eta: 4 days, 1:12:51, time: 1.164, data_time: 0.001, memory: 6921, loss_aux: 1.1987, top1_acc: 0.5422, top5_acc: 0.7648, loss_cls: 1.9996, loss: 3.1983, grad_norm: 6.6903 2021-07-05 23:35:21,156 - mmaction - INFO - Epoch [64][2700/3757] lr: 1.000e-02, eta: 4 days, 1:12:28, time: 1.038, data_time: 0.001, memory: 6921, loss_aux: 1.2727, top1_acc: 0.5000, top5_acc: 0.7352, loss_cls: 2.1578, loss: 3.4306, grad_norm: 6.7665 2021-07-05 23:35:42,525 - mmaction - INFO - Epoch [64][2720/3757] lr: 1.000e-02, eta: 4 days, 1:12:07, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.2754, top1_acc: 0.5117, top5_acc: 0.7547, loss_cls: 2.1164, loss: 3.3918, grad_norm: 6.9976 2021-07-05 23:36:03,663 - mmaction - INFO - Epoch [64][2740/3757] lr: 1.000e-02, eta: 4 days, 1:11:44, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2715, top1_acc: 0.4984, top5_acc: 0.7383, loss_cls: 2.1717, loss: 3.4432, grad_norm: 7.0040 2021-07-05 23:36:25,918 - mmaction - INFO - Epoch [64][2760/3757] lr: 1.000e-02, eta: 4 days, 1:11:24, time: 1.116, data_time: 0.037, memory: 6921, loss_aux: 1.2374, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0875, loss: 3.3249, grad_norm: 6.9901 2021-07-05 23:36:48,069 - mmaction - INFO - Epoch [64][2780/3757] lr: 1.000e-02, eta: 4 days, 1:11:03, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2424, top1_acc: 0.5086, top5_acc: 0.7508, loss_cls: 2.1428, loss: 3.3852, grad_norm: 6.9000 2021-07-05 23:37:09,111 - mmaction - INFO - Epoch [64][2800/3757] lr: 1.000e-02, eta: 4 days, 1:10:41, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2309, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.0777, loss: 3.3086, grad_norm: 6.6743 2021-07-05 23:37:30,255 - mmaction - INFO - Epoch [64][2820/3757] lr: 1.000e-02, eta: 4 days, 1:10:18, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5016, top5_acc: 0.7609, loss_cls: 2.1211, loss: 3.3819, grad_norm: 7.0996 2021-07-05 23:37:52,353 - mmaction - INFO - Epoch [64][2840/3757] lr: 1.000e-02, eta: 4 days, 1:09:57, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2762, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.1768, loss: 3.4530, grad_norm: 6.6748 2021-07-05 23:38:13,447 - mmaction - INFO - Epoch [64][2860/3757] lr: 1.000e-02, eta: 4 days, 1:09:35, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2561, top1_acc: 0.5031, top5_acc: 0.7250, loss_cls: 2.1762, loss: 3.4323, grad_norm: 6.7589 2021-07-05 23:38:34,938 - mmaction - INFO - Epoch [64][2880/3757] lr: 1.000e-02, eta: 4 days, 1:09:13, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2382, top1_acc: 0.5211, top5_acc: 0.7297, loss_cls: 2.0761, loss: 3.3143, grad_norm: 6.9028 2021-07-05 23:38:56,186 - mmaction - INFO - Epoch [64][2900/3757] lr: 1.000e-02, eta: 4 days, 1:08:51, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2614, top1_acc: 0.5203, top5_acc: 0.7375, loss_cls: 2.1374, loss: 3.3988, grad_norm: 6.8793 2021-07-05 23:39:17,171 - mmaction - INFO - Epoch [64][2920/3757] lr: 1.000e-02, eta: 4 days, 1:08:29, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2312, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1328, loss: 3.3641, grad_norm: 6.7947 2021-07-05 23:39:38,900 - mmaction - INFO - Epoch [64][2940/3757] lr: 1.000e-02, eta: 4 days, 1:08:08, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.3158, top1_acc: 0.4836, top5_acc: 0.7203, loss_cls: 2.2529, loss: 3.5687, grad_norm: 7.0340 2021-07-05 23:40:00,428 - mmaction - INFO - Epoch [64][2960/3757] lr: 1.000e-02, eta: 4 days, 1:07:46, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.2517, top1_acc: 0.5008, top5_acc: 0.7234, loss_cls: 2.1663, loss: 3.4179, grad_norm: 6.9601 2021-07-05 23:40:21,568 - mmaction - INFO - Epoch [64][2980/3757] lr: 1.000e-02, eta: 4 days, 1:07:24, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2963, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.2084, loss: 3.5047, grad_norm: 6.9113 2021-07-05 23:40:43,162 - mmaction - INFO - Epoch [64][3000/3757] lr: 1.000e-02, eta: 4 days, 1:07:02, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2329, top1_acc: 0.5055, top5_acc: 0.7344, loss_cls: 2.1413, loss: 3.3742, grad_norm: 6.6829 2021-07-05 23:41:05,102 - mmaction - INFO - Epoch [64][3020/3757] lr: 1.000e-02, eta: 4 days, 1:06:41, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.2544, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1592, loss: 3.4136, grad_norm: 6.8415 2021-07-05 23:41:26,239 - mmaction - INFO - Epoch [64][3040/3757] lr: 1.000e-02, eta: 4 days, 1:06:19, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2468, top1_acc: 0.5336, top5_acc: 0.7500, loss_cls: 2.1611, loss: 3.4078, grad_norm: 6.7579 2021-07-05 23:41:47,763 - mmaction - INFO - Epoch [64][3060/3757] lr: 1.000e-02, eta: 4 days, 1:05:57, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2824, top1_acc: 0.5102, top5_acc: 0.7305, loss_cls: 2.1731, loss: 3.4555, grad_norm: 6.7988 2021-07-05 23:42:09,636 - mmaction - INFO - Epoch [64][3080/3757] lr: 1.000e-02, eta: 4 days, 1:05:36, time: 1.091, data_time: 0.006, memory: 6921, loss_aux: 1.2781, top1_acc: 0.5172, top5_acc: 0.7359, loss_cls: 2.1573, loss: 3.4354, grad_norm: 6.7211 2021-07-05 23:42:31,279 - mmaction - INFO - Epoch [64][3100/3757] lr: 1.000e-02, eta: 4 days, 1:05:14, time: 1.083, data_time: 0.005, memory: 6921, loss_aux: 1.2092, top1_acc: 0.5203, top5_acc: 0.7617, loss_cls: 2.0560, loss: 3.2652, grad_norm: 6.8336 2021-07-05 23:42:53,140 - mmaction - INFO - Epoch [64][3120/3757] lr: 1.000e-02, eta: 4 days, 1:04:53, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2358, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.1214, loss: 3.3572, grad_norm: 6.7788 2021-07-05 23:43:15,976 - mmaction - INFO - Epoch [64][3140/3757] lr: 1.000e-02, eta: 4 days, 1:04:33, time: 1.143, data_time: 0.003, memory: 6921, loss_aux: 1.2305, top1_acc: 0.5250, top5_acc: 0.7398, loss_cls: 2.0956, loss: 3.3261, grad_norm: 6.7609 2021-07-05 23:43:36,968 - mmaction - INFO - Epoch [64][3160/3757] lr: 1.000e-02, eta: 4 days, 1:04:11, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2529, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.0993, loss: 3.3523, grad_norm: 6.7456 2021-07-05 23:43:58,237 - mmaction - INFO - Epoch [64][3180/3757] lr: 1.000e-02, eta: 4 days, 1:03:49, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2538, top1_acc: 0.5086, top5_acc: 0.7305, loss_cls: 2.2082, loss: 3.4619, grad_norm: 6.8802 2021-07-05 23:44:19,706 - mmaction - INFO - Epoch [64][3200/3757] lr: 1.000e-02, eta: 4 days, 1:03:27, time: 1.073, data_time: 0.011, memory: 6921, loss_aux: 1.2618, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1427, loss: 3.4046, grad_norm: 6.7631 2021-07-05 23:44:41,148 - mmaction - INFO - Epoch [64][3220/3757] lr: 1.000e-02, eta: 4 days, 1:03:05, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.2176, top1_acc: 0.5156, top5_acc: 0.7508, loss_cls: 2.0883, loss: 3.3059, grad_norm: 6.9361 2021-07-05 23:45:02,433 - mmaction - INFO - Epoch [64][3240/3757] lr: 1.000e-02, eta: 4 days, 1:02:43, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2887, top1_acc: 0.4883, top5_acc: 0.7180, loss_cls: 2.2526, loss: 3.5414, grad_norm: 6.9435 2021-07-05 23:45:25,194 - mmaction - INFO - Epoch [64][3260/3757] lr: 1.000e-02, eta: 4 days, 1:02:23, time: 1.139, data_time: 0.066, memory: 6921, loss_aux: 1.2600, top1_acc: 0.5234, top5_acc: 0.7422, loss_cls: 2.1301, loss: 3.3901, grad_norm: 6.8512 2021-07-05 23:45:46,500 - mmaction - INFO - Epoch [64][3280/3757] lr: 1.000e-02, eta: 4 days, 1:02:01, time: 1.065, data_time: 0.010, memory: 6921, loss_aux: 1.2501, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1161, loss: 3.3663, grad_norm: 6.6484 2021-07-05 23:46:08,211 - mmaction - INFO - Epoch [64][3300/3757] lr: 1.000e-02, eta: 4 days, 1:01:40, time: 1.084, data_time: 0.025, memory: 6921, loss_aux: 1.2426, top1_acc: 0.5250, top5_acc: 0.7352, loss_cls: 2.1474, loss: 3.3901, grad_norm: 6.8605 2021-07-05 23:46:29,964 - mmaction - INFO - Epoch [64][3320/3757] lr: 1.000e-02, eta: 4 days, 1:01:18, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2583, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.0917, loss: 3.3499, grad_norm: 6.7853 2021-07-05 23:46:52,169 - mmaction - INFO - Epoch [64][3340/3757] lr: 1.000e-02, eta: 4 days, 1:00:58, time: 1.110, data_time: 0.002, memory: 6921, loss_aux: 1.2185, top1_acc: 0.5305, top5_acc: 0.7570, loss_cls: 2.0758, loss: 3.2943, grad_norm: 6.7288 2021-07-05 23:47:13,466 - mmaction - INFO - Epoch [64][3360/3757] lr: 1.000e-02, eta: 4 days, 1:00:36, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2252, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.0971, loss: 3.3224, grad_norm: 6.8843 2021-07-05 23:47:34,522 - mmaction - INFO - Epoch [64][3380/3757] lr: 1.000e-02, eta: 4 days, 1:00:13, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2806, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.1861, loss: 3.4667, grad_norm: 6.9788 2021-07-05 23:47:56,456 - mmaction - INFO - Epoch [64][3400/3757] lr: 1.000e-02, eta: 4 days, 0:59:52, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 1.2692, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.1253, loss: 3.3945, grad_norm: 6.8003 2021-07-05 23:48:17,975 - mmaction - INFO - Epoch [64][3420/3757] lr: 1.000e-02, eta: 4 days, 0:59:31, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.2632, top1_acc: 0.5234, top5_acc: 0.7312, loss_cls: 2.1589, loss: 3.4222, grad_norm: 6.8532 2021-07-05 23:48:41,058 - mmaction - INFO - Epoch [64][3440/3757] lr: 1.000e-02, eta: 4 days, 0:59:11, time: 1.153, data_time: 0.003, memory: 6921, loss_aux: 1.2735, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1733, loss: 3.4468, grad_norm: 6.9389 2021-07-05 23:49:02,058 - mmaction - INFO - Epoch [64][3460/3757] lr: 1.000e-02, eta: 4 days, 0:58:49, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.2220, top1_acc: 0.5320, top5_acc: 0.7414, loss_cls: 2.0583, loss: 3.2804, grad_norm: 6.5393 2021-07-05 23:49:23,085 - mmaction - INFO - Epoch [64][3480/3757] lr: 1.000e-02, eta: 4 days, 0:58:26, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2341, top1_acc: 0.5281, top5_acc: 0.7477, loss_cls: 2.0984, loss: 3.3325, grad_norm: 6.8263 2021-07-05 23:49:44,879 - mmaction - INFO - Epoch [64][3500/3757] lr: 1.000e-02, eta: 4 days, 0:58:05, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.2743, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1900, loss: 3.4643, grad_norm: 7.0494 2021-07-05 23:50:07,332 - mmaction - INFO - Epoch [64][3520/3757] lr: 1.000e-02, eta: 4 days, 0:57:44, time: 1.120, data_time: 0.006, memory: 6921, loss_aux: 1.2915, top1_acc: 0.4820, top5_acc: 0.7305, loss_cls: 2.2229, loss: 3.5145, grad_norm: 7.0082 2021-07-05 23:50:28,726 - mmaction - INFO - Epoch [64][3540/3757] lr: 1.000e-02, eta: 4 days, 0:57:23, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.2793, top1_acc: 0.5211, top5_acc: 0.7336, loss_cls: 2.1711, loss: 3.4504, grad_norm: 6.7616 2021-07-05 23:50:50,318 - mmaction - INFO - Epoch [64][3560/3757] lr: 1.000e-02, eta: 4 days, 0:57:01, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2612, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.1110, loss: 3.3722, grad_norm: 6.7122 2021-07-05 23:51:12,120 - mmaction - INFO - Epoch [64][3580/3757] lr: 1.000e-02, eta: 4 days, 0:56:40, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.2862, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.1788, loss: 3.4650, grad_norm: 6.8632 2021-07-05 23:51:33,621 - mmaction - INFO - Epoch [64][3600/3757] lr: 1.000e-02, eta: 4 days, 0:56:18, time: 1.076, data_time: 0.015, memory: 6921, loss_aux: 1.2340, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.0676, loss: 3.3017, grad_norm: 6.9052 2021-07-05 23:51:54,995 - mmaction - INFO - Epoch [64][3620/3757] lr: 1.000e-02, eta: 4 days, 0:55:56, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.3221, top1_acc: 0.4992, top5_acc: 0.7203, loss_cls: 2.2607, loss: 3.5828, grad_norm: 7.1121 2021-07-05 23:52:17,548 - mmaction - INFO - Epoch [64][3640/3757] lr: 1.000e-02, eta: 4 days, 0:55:36, time: 1.127, data_time: 0.055, memory: 6921, loss_aux: 1.2677, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1326, loss: 3.4002, grad_norm: 6.9037 2021-07-05 23:52:39,542 - mmaction - INFO - Epoch [64][3660/3757] lr: 1.000e-02, eta: 4 days, 0:55:15, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1400, loss: 3.4008, grad_norm: 6.7640 2021-07-05 23:53:00,713 - mmaction - INFO - Epoch [64][3680/3757] lr: 1.000e-02, eta: 4 days, 0:54:53, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2410, top1_acc: 0.5219, top5_acc: 0.7344, loss_cls: 2.1169, loss: 3.3579, grad_norm: 6.8369 2021-07-05 23:53:22,413 - mmaction - INFO - Epoch [64][3700/3757] lr: 1.000e-02, eta: 4 days, 0:54:31, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 1.2590, top1_acc: 0.4945, top5_acc: 0.7266, loss_cls: 2.2026, loss: 3.4616, grad_norm: 7.0085 2021-07-05 23:53:43,898 - mmaction - INFO - Epoch [64][3720/3757] lr: 1.000e-02, eta: 4 days, 0:54:09, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2999, top1_acc: 0.5070, top5_acc: 0.7172, loss_cls: 2.2669, loss: 3.5668, grad_norm: 7.1631 2021-07-05 23:54:05,784 - mmaction - INFO - Epoch [64][3740/3757] lr: 1.000e-02, eta: 4 days, 0:53:48, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.2666, top1_acc: 0.5125, top5_acc: 0.7453, loss_cls: 2.1325, loss: 3.3991, grad_norm: 6.8619 2021-07-05 23:54:24,165 - mmaction - INFO - Saving checkpoint at 64 epochs 2021-07-05 23:55:26,990 - mmaction - INFO - Epoch [65][20/3757] lr: 1.000e-02, eta: 4 days, 0:53:37, time: 3.059, data_time: 1.967, memory: 6921, loss_aux: 1.2281, top1_acc: 0.5305, top5_acc: 0.7703, loss_cls: 2.0250, loss: 3.2531, grad_norm: 6.7525 2021-07-05 23:55:49,165 - mmaction - INFO - Epoch [65][40/3757] lr: 1.000e-02, eta: 4 days, 0:53:16, time: 1.109, data_time: 0.031, memory: 6921, loss_aux: 1.1992, top1_acc: 0.5352, top5_acc: 0.7477, loss_cls: 2.0538, loss: 3.2530, grad_norm: 6.8197 2021-07-05 23:56:10,929 - mmaction - INFO - Epoch [65][60/3757] lr: 1.000e-02, eta: 4 days, 0:52:55, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.2474, top1_acc: 0.4953, top5_acc: 0.7430, loss_cls: 2.1120, loss: 3.3594, grad_norm: 6.8802 2021-07-05 23:56:33,022 - mmaction - INFO - Epoch [65][80/3757] lr: 1.000e-02, eta: 4 days, 0:52:34, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.2429, top1_acc: 0.4992, top5_acc: 0.7352, loss_cls: 2.1440, loss: 3.3869, grad_norm: 6.8301 2021-07-05 23:56:55,051 - mmaction - INFO - Epoch [65][100/3757] lr: 1.000e-02, eta: 4 days, 0:52:13, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2644, top1_acc: 0.5094, top5_acc: 0.7539, loss_cls: 2.0858, loss: 3.3502, grad_norm: 6.6518 2021-07-05 23:57:16,398 - mmaction - INFO - Epoch [65][120/3757] lr: 1.000e-02, eta: 4 days, 0:51:51, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.2791, top1_acc: 0.4953, top5_acc: 0.7453, loss_cls: 2.1620, loss: 3.4411, grad_norm: 6.8690 2021-07-05 23:57:37,544 - mmaction - INFO - Epoch [65][140/3757] lr: 1.000e-02, eta: 4 days, 0:51:29, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2365, top1_acc: 0.5062, top5_acc: 0.7367, loss_cls: 2.1154, loss: 3.3518, grad_norm: 6.7379 2021-07-05 23:58:00,601 - mmaction - INFO - Epoch [65][160/3757] lr: 1.000e-02, eta: 4 days, 0:51:09, time: 1.151, data_time: 0.001, memory: 6921, loss_aux: 1.2235, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.0779, loss: 3.3014, grad_norm: 6.8780 2021-07-05 23:58:22,254 - mmaction - INFO - Epoch [65][180/3757] lr: 1.000e-02, eta: 4 days, 0:50:47, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2689, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1768, loss: 3.4457, grad_norm: 6.8030 2021-07-05 23:58:43,466 - mmaction - INFO - Epoch [65][200/3757] lr: 1.000e-02, eta: 4 days, 0:50:25, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2380, top1_acc: 0.5266, top5_acc: 0.7414, loss_cls: 2.0665, loss: 3.3044, grad_norm: 6.6709 2021-07-05 23:59:04,697 - mmaction - INFO - Epoch [65][220/3757] lr: 1.000e-02, eta: 4 days, 0:50:03, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2284, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.0861, loss: 3.3146, grad_norm: 6.8202 2021-07-05 23:59:25,916 - mmaction - INFO - Epoch [65][240/3757] lr: 1.000e-02, eta: 4 days, 0:49:41, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2275, top1_acc: 0.5414, top5_acc: 0.7555, loss_cls: 2.0278, loss: 3.2553, grad_norm: 6.7640 2021-07-05 23:59:46,967 - mmaction - INFO - Epoch [65][260/3757] lr: 1.000e-02, eta: 4 days, 0:49:19, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2437, top1_acc: 0.5133, top5_acc: 0.7398, loss_cls: 2.0936, loss: 3.3374, grad_norm: 6.6577 2021-07-06 00:00:08,376 - mmaction - INFO - Epoch [65][280/3757] lr: 1.000e-02, eta: 4 days, 0:48:57, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2831, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1624, loss: 3.4455, grad_norm: 6.8134 2021-07-06 00:00:30,236 - mmaction - INFO - Epoch [65][300/3757] lr: 1.000e-02, eta: 4 days, 0:48:36, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2596, top1_acc: 0.5031, top5_acc: 0.7375, loss_cls: 2.1522, loss: 3.4119, grad_norm: 6.8662 2021-07-06 00:00:51,350 - mmaction - INFO - Epoch [65][320/3757] lr: 1.000e-02, eta: 4 days, 0:48:14, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2936, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1475, loss: 3.4411, grad_norm: 6.8680 2021-07-06 00:01:13,534 - mmaction - INFO - Epoch [65][340/3757] lr: 1.000e-02, eta: 4 days, 0:47:53, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.2556, top1_acc: 0.5055, top5_acc: 0.7477, loss_cls: 2.1253, loss: 3.3809, grad_norm: 6.8471 2021-07-06 00:01:35,102 - mmaction - INFO - Epoch [65][360/3757] lr: 1.000e-02, eta: 4 days, 0:47:31, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2346, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0646, loss: 3.2992, grad_norm: 6.7312 2021-07-06 00:01:57,035 - mmaction - INFO - Epoch [65][380/3757] lr: 1.000e-02, eta: 4 days, 0:47:10, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2724, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.1106, loss: 3.3830, grad_norm: 7.0451 2021-07-06 00:02:18,289 - mmaction - INFO - Epoch [65][400/3757] lr: 1.000e-02, eta: 4 days, 0:46:48, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.1993, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0518, loss: 3.2511, grad_norm: 6.8497 2021-07-06 00:02:39,758 - mmaction - INFO - Epoch [65][420/3757] lr: 1.000e-02, eta: 4 days, 0:46:26, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2726, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1102, loss: 3.3828, grad_norm: 7.0023 2021-07-06 00:03:02,016 - mmaction - INFO - Epoch [65][440/3757] lr: 1.000e-02, eta: 4 days, 0:46:05, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 1.2713, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.1142, loss: 3.3855, grad_norm: 6.8365 2021-07-06 00:03:23,063 - mmaction - INFO - Epoch [65][460/3757] lr: 1.000e-02, eta: 4 days, 0:45:43, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2306, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0439, loss: 3.2746, grad_norm: 6.6553 2021-07-06 00:03:44,517 - mmaction - INFO - Epoch [65][480/3757] lr: 1.000e-02, eta: 4 days, 0:45:21, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2275, top1_acc: 0.5078, top5_acc: 0.7547, loss_cls: 2.0814, loss: 3.3088, grad_norm: 6.8773 2021-07-06 00:04:05,617 - mmaction - INFO - Epoch [65][500/3757] lr: 1.000e-02, eta: 4 days, 0:44:59, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2360, top1_acc: 0.5141, top5_acc: 0.7586, loss_cls: 2.0777, loss: 3.3137, grad_norm: 6.8472 2021-07-06 00:04:27,329 - mmaction - INFO - Epoch [65][520/3757] lr: 1.000e-02, eta: 4 days, 0:44:38, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2469, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1299, loss: 3.3769, grad_norm: 6.6478 2021-07-06 00:04:48,900 - mmaction - INFO - Epoch [65][540/3757] lr: 1.000e-02, eta: 4 days, 0:44:16, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2832, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.1852, loss: 3.4684, grad_norm: 6.9535 2021-07-06 00:05:10,687 - mmaction - INFO - Epoch [65][560/3757] lr: 1.000e-02, eta: 4 days, 0:43:55, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2363, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1003, loss: 3.3365, grad_norm: 6.7849 2021-07-06 00:05:32,215 - mmaction - INFO - Epoch [65][580/3757] lr: 1.000e-02, eta: 4 days, 0:43:33, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2773, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1824, loss: 3.4597, grad_norm: 6.9714 2021-07-06 00:05:54,376 - mmaction - INFO - Epoch [65][600/3757] lr: 1.000e-02, eta: 4 days, 0:43:12, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2067, top1_acc: 0.5266, top5_acc: 0.7492, loss_cls: 2.0736, loss: 3.2804, grad_norm: 6.6283 2021-07-06 00:06:15,775 - mmaction - INFO - Epoch [65][620/3757] lr: 1.000e-02, eta: 4 days, 0:42:50, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.2252, top1_acc: 0.5391, top5_acc: 0.7648, loss_cls: 2.0368, loss: 3.2620, grad_norm: 6.9070 2021-07-06 00:06:37,344 - mmaction - INFO - Epoch [65][640/3757] lr: 1.000e-02, eta: 4 days, 0:42:29, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.2123, top1_acc: 0.5125, top5_acc: 0.7703, loss_cls: 2.0398, loss: 3.2521, grad_norm: 7.0145 2021-07-06 00:06:58,523 - mmaction - INFO - Epoch [65][660/3757] lr: 1.000e-02, eta: 4 days, 0:42:07, time: 1.059, data_time: 0.009, memory: 6921, loss_aux: 1.2663, top1_acc: 0.5023, top5_acc: 0.7312, loss_cls: 2.1756, loss: 3.4419, grad_norm: 7.0046 2021-07-06 00:07:20,549 - mmaction - INFO - Epoch [65][680/3757] lr: 1.000e-02, eta: 4 days, 0:41:46, time: 1.102, data_time: 0.009, memory: 6921, loss_aux: 1.2399, top1_acc: 0.5344, top5_acc: 0.7406, loss_cls: 2.0614, loss: 3.3013, grad_norm: 6.7928 2021-07-06 00:07:41,798 - mmaction - INFO - Epoch [65][700/3757] lr: 1.000e-02, eta: 4 days, 0:41:23, time: 1.061, data_time: 0.017, memory: 6921, loss_aux: 1.2347, top1_acc: 0.5234, top5_acc: 0.7414, loss_cls: 2.1127, loss: 3.3474, grad_norm: 6.8173 2021-07-06 00:08:03,543 - mmaction - INFO - Epoch [65][720/3757] lr: 1.000e-02, eta: 4 days, 0:41:02, time: 1.087, data_time: 0.046, memory: 6921, loss_aux: 1.2355, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.1032, loss: 3.3388, grad_norm: 6.7771 2021-07-06 00:08:24,635 - mmaction - INFO - Epoch [65][740/3757] lr: 1.000e-02, eta: 4 days, 0:40:40, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2827, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1623, loss: 3.4450, grad_norm: 6.8557 2021-07-06 00:08:47,383 - mmaction - INFO - Epoch [65][760/3757] lr: 1.000e-02, eta: 4 days, 0:40:20, time: 1.140, data_time: 0.099, memory: 6921, loss_aux: 1.2618, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.1175, loss: 3.3793, grad_norm: 6.9937 2021-07-06 00:09:09,465 - mmaction - INFO - Epoch [65][780/3757] lr: 1.000e-02, eta: 4 days, 0:39:59, time: 1.104, data_time: 0.060, memory: 6921, loss_aux: 1.2764, top1_acc: 0.4930, top5_acc: 0.7344, loss_cls: 2.1758, loss: 3.4522, grad_norm: 6.9471 2021-07-06 00:09:30,460 - mmaction - INFO - Epoch [65][800/3757] lr: 1.000e-02, eta: 4 days, 0:39:36, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.2889, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2491, loss: 3.5380, grad_norm: 6.8715 2021-07-06 00:09:51,491 - mmaction - INFO - Epoch [65][820/3757] lr: 1.000e-02, eta: 4 days, 0:39:14, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2826, top1_acc: 0.4805, top5_acc: 0.7406, loss_cls: 2.1845, loss: 3.4671, grad_norm: 6.8764 2021-07-06 00:10:12,545 - mmaction - INFO - Epoch [65][840/3757] lr: 1.000e-02, eta: 4 days, 0:38:52, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2664, top1_acc: 0.5039, top5_acc: 0.7438, loss_cls: 2.1485, loss: 3.4149, grad_norm: 6.7072 2021-07-06 00:10:34,655 - mmaction - INFO - Epoch [65][860/3757] lr: 1.000e-02, eta: 4 days, 0:38:31, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.2925, top1_acc: 0.5016, top5_acc: 0.7273, loss_cls: 2.1901, loss: 3.4826, grad_norm: 6.7805 2021-07-06 00:10:55,813 - mmaction - INFO - Epoch [65][880/3757] lr: 1.000e-02, eta: 4 days, 0:38:09, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3046, top1_acc: 0.4844, top5_acc: 0.7453, loss_cls: 2.2071, loss: 3.5117, grad_norm: 7.1113 2021-07-06 00:11:16,971 - mmaction - INFO - Epoch [65][900/3757] lr: 1.000e-02, eta: 4 days, 0:37:47, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2709, top1_acc: 0.4977, top5_acc: 0.7430, loss_cls: 2.1957, loss: 3.4667, grad_norm: 6.8175 2021-07-06 00:11:38,323 - mmaction - INFO - Epoch [65][920/3757] lr: 1.000e-02, eta: 4 days, 0:37:25, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2768, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1767, loss: 3.4534, grad_norm: 6.8241 2021-07-06 00:11:59,911 - mmaction - INFO - Epoch [65][940/3757] lr: 1.000e-02, eta: 4 days, 0:37:03, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2359, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1175, loss: 3.3534, grad_norm: 6.8423 2021-07-06 00:12:21,358 - mmaction - INFO - Epoch [65][960/3757] lr: 1.000e-02, eta: 4 days, 0:36:41, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 1.2907, top1_acc: 0.5141, top5_acc: 0.7266, loss_cls: 2.1860, loss: 3.4766, grad_norm: 6.8295 2021-07-06 00:12:42,896 - mmaction - INFO - Epoch [65][980/3757] lr: 1.000e-02, eta: 4 days, 0:36:20, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2683, top1_acc: 0.5227, top5_acc: 0.7305, loss_cls: 2.1824, loss: 3.4508, grad_norm: 6.7014 2021-07-06 00:13:04,109 - mmaction - INFO - Epoch [65][1000/3757] lr: 1.000e-02, eta: 4 days, 0:35:57, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2447, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.1254, loss: 3.3701, grad_norm: 6.8373 2021-07-06 00:13:26,058 - mmaction - INFO - Epoch [65][1020/3757] lr: 1.000e-02, eta: 4 days, 0:35:36, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2882, top1_acc: 0.5125, top5_acc: 0.7289, loss_cls: 2.1790, loss: 3.4672, grad_norm: 6.7741 2021-07-06 00:13:47,431 - mmaction - INFO - Epoch [65][1040/3757] lr: 1.000e-02, eta: 4 days, 0:35:14, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.2767, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.2116, loss: 3.4883, grad_norm: 6.8825 2021-07-06 00:14:08,363 - mmaction - INFO - Epoch [65][1060/3757] lr: 1.000e-02, eta: 4 days, 0:34:52, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2721, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.1592, loss: 3.4313, grad_norm: 6.9873 2021-07-06 00:14:29,683 - mmaction - INFO - Epoch [65][1080/3757] lr: 1.000e-02, eta: 4 days, 0:34:30, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2210, top1_acc: 0.5453, top5_acc: 0.7500, loss_cls: 2.0318, loss: 3.2528, grad_norm: 6.7572 2021-07-06 00:14:50,952 - mmaction - INFO - Epoch [65][1100/3757] lr: 1.000e-02, eta: 4 days, 0:34:08, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2395, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.1423, loss: 3.3817, grad_norm: 6.9248 2021-07-06 00:15:12,668 - mmaction - INFO - Epoch [65][1120/3757] lr: 1.000e-02, eta: 4 days, 0:33:47, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.2516, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.1114, loss: 3.3630, grad_norm: 6.8418 2021-07-06 00:15:33,737 - mmaction - INFO - Epoch [65][1140/3757] lr: 1.000e-02, eta: 4 days, 0:33:24, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2492, top1_acc: 0.5258, top5_acc: 0.7375, loss_cls: 2.0979, loss: 3.3471, grad_norm: 6.6234 2021-07-06 00:15:56,035 - mmaction - INFO - Epoch [65][1160/3757] lr: 1.000e-02, eta: 4 days, 0:33:04, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 1.2134, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0878, loss: 3.3013, grad_norm: 6.9698 2021-07-06 00:16:17,036 - mmaction - INFO - Epoch [65][1180/3757] lr: 1.000e-02, eta: 4 days, 0:32:41, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2573, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1325, loss: 3.3898, grad_norm: 6.7851 2021-07-06 00:16:38,170 - mmaction - INFO - Epoch [65][1200/3757] lr: 1.000e-02, eta: 4 days, 0:32:19, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2170, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.0811, loss: 3.2980, grad_norm: 6.6843 2021-07-06 00:16:59,864 - mmaction - INFO - Epoch [65][1220/3757] lr: 1.000e-02, eta: 4 days, 0:31:58, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5039, top5_acc: 0.7266, loss_cls: 2.1481, loss: 3.4018, grad_norm: 6.9469 2021-07-06 00:17:21,214 - mmaction - INFO - Epoch [65][1240/3757] lr: 1.000e-02, eta: 4 days, 0:31:36, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2552, top1_acc: 0.5266, top5_acc: 0.7453, loss_cls: 2.0771, loss: 3.3323, grad_norm: 6.8226 2021-07-06 00:17:42,776 - mmaction - INFO - Epoch [65][1260/3757] lr: 1.000e-02, eta: 4 days, 0:31:14, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2319, top1_acc: 0.5086, top5_acc: 0.7453, loss_cls: 2.1083, loss: 3.3401, grad_norm: 6.9897 2021-07-06 00:18:04,057 - mmaction - INFO - Epoch [65][1280/3757] lr: 1.000e-02, eta: 4 days, 0:30:52, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2588, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1383, loss: 3.3972, grad_norm: 6.9569 2021-07-06 00:18:25,882 - mmaction - INFO - Epoch [65][1300/3757] lr: 1.000e-02, eta: 4 days, 0:30:31, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2306, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.0835, loss: 3.3142, grad_norm: 6.6252 2021-07-06 00:18:47,815 - mmaction - INFO - Epoch [65][1320/3757] lr: 1.000e-02, eta: 4 days, 0:30:10, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.2215, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0616, loss: 3.2831, grad_norm: 6.8240 2021-07-06 00:19:08,955 - mmaction - INFO - Epoch [65][1340/3757] lr: 1.000e-02, eta: 4 days, 0:29:47, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2916, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1628, loss: 3.4544, grad_norm: 6.9043 2021-07-06 00:19:30,193 - mmaction - INFO - Epoch [65][1360/3757] lr: 1.000e-02, eta: 4 days, 0:29:25, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2615, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1634, loss: 3.4249, grad_norm: 6.8757 2021-07-06 00:19:52,014 - mmaction - INFO - Epoch [65][1380/3757] lr: 1.000e-02, eta: 4 days, 0:29:04, time: 1.090, data_time: 0.038, memory: 6921, loss_aux: 1.2614, top1_acc: 0.5203, top5_acc: 0.7297, loss_cls: 2.1230, loss: 3.3844, grad_norm: 6.9982 2021-07-06 00:20:13,141 - mmaction - INFO - Epoch [65][1400/3757] lr: 1.000e-02, eta: 4 days, 0:28:42, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2401, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.1138, loss: 3.3539, grad_norm: 6.7887 2021-07-06 00:20:34,487 - mmaction - INFO - Epoch [65][1420/3757] lr: 1.000e-02, eta: 4 days, 0:28:20, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2165, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.0393, loss: 3.2557, grad_norm: 6.7061 2021-07-06 00:20:55,469 - mmaction - INFO - Epoch [65][1440/3757] lr: 1.000e-02, eta: 4 days, 0:27:58, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2333, top1_acc: 0.5180, top5_acc: 0.7367, loss_cls: 2.1039, loss: 3.3373, grad_norm: 6.8500 2021-07-06 00:21:16,812 - mmaction - INFO - Epoch [65][1460/3757] lr: 1.000e-02, eta: 4 days, 0:27:36, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2436, top1_acc: 0.5117, top5_acc: 0.7469, loss_cls: 2.1285, loss: 3.3720, grad_norm: 6.9066 2021-07-06 00:21:38,493 - mmaction - INFO - Epoch [65][1480/3757] lr: 1.000e-02, eta: 4 days, 0:27:14, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.2604, top1_acc: 0.5125, top5_acc: 0.7281, loss_cls: 2.1280, loss: 3.3884, grad_norm: 6.6965 2021-07-06 00:21:59,706 - mmaction - INFO - Epoch [65][1500/3757] lr: 1.000e-02, eta: 4 days, 0:26:52, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2520, top1_acc: 0.5305, top5_acc: 0.7445, loss_cls: 2.1124, loss: 3.3644, grad_norm: 6.8030 2021-07-06 00:22:20,891 - mmaction - INFO - Epoch [65][1520/3757] lr: 1.000e-02, eta: 4 days, 0:26:30, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2576, top1_acc: 0.5273, top5_acc: 0.7438, loss_cls: 2.1370, loss: 3.3946, grad_norm: 6.7395 2021-07-06 00:22:41,783 - mmaction - INFO - Epoch [65][1540/3757] lr: 1.000e-02, eta: 4 days, 0:26:07, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.2403, top1_acc: 0.5125, top5_acc: 0.7484, loss_cls: 2.0881, loss: 3.3284, grad_norm: 6.7300 2021-07-06 00:23:03,376 - mmaction - INFO - Epoch [65][1560/3757] lr: 1.000e-02, eta: 4 days, 0:25:46, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.2350, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.0704, loss: 3.3054, grad_norm: 6.6865 2021-07-06 00:23:24,625 - mmaction - INFO - Epoch [65][1580/3757] lr: 1.000e-02, eta: 4 days, 0:25:24, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2536, top1_acc: 0.5383, top5_acc: 0.7492, loss_cls: 2.1040, loss: 3.3576, grad_norm: 6.9034 2021-07-06 00:23:45,848 - mmaction - INFO - Epoch [65][1600/3757] lr: 1.000e-02, eta: 4 days, 0:25:02, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2336, top1_acc: 0.5086, top5_acc: 0.7547, loss_cls: 2.0726, loss: 3.3062, grad_norm: 6.8989 2021-07-06 00:24:07,148 - mmaction - INFO - Epoch [65][1620/3757] lr: 1.000e-02, eta: 4 days, 0:24:40, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2373, top1_acc: 0.5398, top5_acc: 0.7430, loss_cls: 2.0957, loss: 3.3329, grad_norm: 6.6959 2021-07-06 00:24:28,770 - mmaction - INFO - Epoch [65][1640/3757] lr: 1.000e-02, eta: 4 days, 0:24:18, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3172, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2135, loss: 3.5308, grad_norm: 7.1136 2021-07-06 00:24:50,066 - mmaction - INFO - Epoch [65][1660/3757] lr: 1.000e-02, eta: 4 days, 0:23:56, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2434, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1351, loss: 3.3785, grad_norm: 7.0839 2021-07-06 00:25:11,151 - mmaction - INFO - Epoch [65][1680/3757] lr: 1.000e-02, eta: 4 days, 0:23:34, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2501, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1457, loss: 3.3959, grad_norm: 6.8199 2021-07-06 00:25:32,323 - mmaction - INFO - Epoch [65][1700/3757] lr: 1.000e-02, eta: 4 days, 0:23:12, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2200, top1_acc: 0.5281, top5_acc: 0.7516, loss_cls: 2.0688, loss: 3.2888, grad_norm: 6.7743 2021-07-06 00:25:53,589 - mmaction - INFO - Epoch [65][1720/3757] lr: 1.000e-02, eta: 4 days, 0:22:50, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2620, top1_acc: 0.5133, top5_acc: 0.7266, loss_cls: 2.1943, loss: 3.4563, grad_norm: 7.0260 2021-07-06 00:26:14,948 - mmaction - INFO - Epoch [65][1740/3757] lr: 1.000e-02, eta: 4 days, 0:22:28, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2724, top1_acc: 0.5086, top5_acc: 0.7406, loss_cls: 2.1605, loss: 3.4328, grad_norm: 6.9210 2021-07-06 00:26:36,748 - mmaction - INFO - Epoch [65][1760/3757] lr: 1.000e-02, eta: 4 days, 0:22:06, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2723, top1_acc: 0.5078, top5_acc: 0.7383, loss_cls: 2.1875, loss: 3.4598, grad_norm: 6.9846 2021-07-06 00:26:59,330 - mmaction - INFO - Epoch [65][1780/3757] lr: 1.000e-02, eta: 4 days, 0:21:46, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 1.2748, top1_acc: 0.5102, top5_acc: 0.7391, loss_cls: 2.1407, loss: 3.4155, grad_norm: 7.0768 2021-07-06 00:27:20,254 - mmaction - INFO - Epoch [65][1800/3757] lr: 1.000e-02, eta: 4 days, 0:21:24, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2310, top1_acc: 0.5367, top5_acc: 0.7414, loss_cls: 2.0354, loss: 3.2664, grad_norm: 6.7717 2021-07-06 00:27:41,328 - mmaction - INFO - Epoch [65][1820/3757] lr: 1.000e-02, eta: 4 days, 0:21:01, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2763, top1_acc: 0.5180, top5_acc: 0.7406, loss_cls: 2.1531, loss: 3.4294, grad_norm: 6.9558 2021-07-06 00:28:02,797 - mmaction - INFO - Epoch [65][1840/3757] lr: 1.000e-02, eta: 4 days, 0:20:40, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2510, top1_acc: 0.5180, top5_acc: 0.7422, loss_cls: 2.1227, loss: 3.3737, grad_norm: 7.0782 2021-07-06 00:28:23,829 - mmaction - INFO - Epoch [65][1860/3757] lr: 1.000e-02, eta: 4 days, 0:20:17, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2280, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.1180, loss: 3.3460, grad_norm: 7.1425 2021-07-06 00:28:46,228 - mmaction - INFO - Epoch [65][1880/3757] lr: 1.000e-02, eta: 4 days, 0:19:57, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 1.2931, top1_acc: 0.5188, top5_acc: 0.7266, loss_cls: 2.1920, loss: 3.4851, grad_norm: 6.8069 2021-07-06 00:29:07,619 - mmaction - INFO - Epoch [65][1900/3757] lr: 1.000e-02, eta: 4 days, 0:19:35, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2243, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0798, loss: 3.3042, grad_norm: 6.7038 2021-07-06 00:29:29,358 - mmaction - INFO - Epoch [65][1920/3757] lr: 1.000e-02, eta: 4 days, 0:19:14, time: 1.086, data_time: 0.001, memory: 6921, loss_aux: 1.2424, top1_acc: 0.5125, top5_acc: 0.7320, loss_cls: 2.1524, loss: 3.3948, grad_norm: 6.7720 2021-07-06 00:29:50,436 - mmaction - INFO - Epoch [65][1940/3757] lr: 1.000e-02, eta: 4 days, 0:18:51, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2257, top1_acc: 0.5203, top5_acc: 0.7359, loss_cls: 2.1244, loss: 3.3501, grad_norm: 6.9594 2021-07-06 00:30:11,384 - mmaction - INFO - Epoch [65][1960/3757] lr: 1.000e-02, eta: 4 days, 0:18:29, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2144, top1_acc: 0.5445, top5_acc: 0.7516, loss_cls: 2.0608, loss: 3.2752, grad_norm: 6.7123 2021-07-06 00:30:32,715 - mmaction - INFO - Epoch [65][1980/3757] lr: 1.000e-02, eta: 4 days, 0:18:07, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2912, top1_acc: 0.4961, top5_acc: 0.7383, loss_cls: 2.1807, loss: 3.4718, grad_norm: 7.0594 2021-07-06 00:30:54,264 - mmaction - INFO - Epoch [65][2000/3757] lr: 1.000e-02, eta: 4 days, 0:17:45, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2339, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.1169, loss: 3.3508, grad_norm: 6.9012 2021-07-06 00:31:15,598 - mmaction - INFO - Epoch [65][2020/3757] lr: 1.000e-02, eta: 4 days, 0:17:23, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2657, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.1765, loss: 3.4422, grad_norm: 6.9724 2021-07-06 00:31:37,653 - mmaction - INFO - Epoch [65][2040/3757] lr: 1.000e-02, eta: 4 days, 0:17:02, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.2600, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1425, loss: 3.4025, grad_norm: 6.8326 2021-07-06 00:31:58,753 - mmaction - INFO - Epoch [65][2060/3757] lr: 1.000e-02, eta: 4 days, 0:16:40, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2706, top1_acc: 0.5172, top5_acc: 0.7281, loss_cls: 2.1758, loss: 3.4464, grad_norm: 6.7392 2021-07-06 00:32:19,924 - mmaction - INFO - Epoch [65][2080/3757] lr: 1.000e-02, eta: 4 days, 0:16:18, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2384, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1501, loss: 3.3886, grad_norm: 6.9177 2021-07-06 00:32:41,065 - mmaction - INFO - Epoch [65][2100/3757] lr: 1.000e-02, eta: 4 days, 0:15:56, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.2524, top1_acc: 0.5078, top5_acc: 0.7469, loss_cls: 2.1395, loss: 3.3920, grad_norm: 6.8528 2021-07-06 00:33:02,395 - mmaction - INFO - Epoch [65][2120/3757] lr: 1.000e-02, eta: 4 days, 0:15:34, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.3160, top1_acc: 0.4875, top5_acc: 0.7227, loss_cls: 2.2649, loss: 3.5809, grad_norm: 7.0326 2021-07-06 00:33:23,272 - mmaction - INFO - Epoch [65][2140/3757] lr: 1.000e-02, eta: 4 days, 0:15:11, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2407, top1_acc: 0.5266, top5_acc: 0.7523, loss_cls: 2.1102, loss: 3.3509, grad_norm: 6.9514 2021-07-06 00:33:44,561 - mmaction - INFO - Epoch [65][2160/3757] lr: 1.000e-02, eta: 4 days, 0:14:49, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2678, top1_acc: 0.4969, top5_acc: 0.7234, loss_cls: 2.1421, loss: 3.4099, grad_norm: 6.8669 2021-07-06 00:34:06,926 - mmaction - INFO - Epoch [65][2180/3757] lr: 1.000e-02, eta: 4 days, 0:14:29, time: 1.119, data_time: 0.001, memory: 6921, loss_aux: 1.2643, top1_acc: 0.5227, top5_acc: 0.7320, loss_cls: 2.1333, loss: 3.3976, grad_norm: 6.9565 2021-07-06 00:34:28,027 - mmaction - INFO - Epoch [65][2200/3757] lr: 1.000e-02, eta: 4 days, 0:14:06, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2524, top1_acc: 0.5125, top5_acc: 0.7453, loss_cls: 2.1198, loss: 3.3723, grad_norm: 6.8155 2021-07-06 00:34:49,506 - mmaction - INFO - Epoch [65][2220/3757] lr: 1.000e-02, eta: 4 days, 0:13:45, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.1688, top1_acc: 0.5359, top5_acc: 0.7703, loss_cls: 1.9975, loss: 3.1663, grad_norm: 6.6493 2021-07-06 00:35:10,898 - mmaction - INFO - Epoch [65][2240/3757] lr: 1.000e-02, eta: 4 days, 0:13:23, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2520, top1_acc: 0.5086, top5_acc: 0.7375, loss_cls: 2.1454, loss: 3.3974, grad_norm: 7.0020 2021-07-06 00:35:32,168 - mmaction - INFO - Epoch [65][2260/3757] lr: 1.000e-02, eta: 4 days, 0:13:01, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.3125, top1_acc: 0.5055, top5_acc: 0.7227, loss_cls: 2.2364, loss: 3.5489, grad_norm: 7.0278 2021-07-06 00:35:53,162 - mmaction - INFO - Epoch [65][2280/3757] lr: 1.000e-02, eta: 4 days, 0:12:38, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2319, top1_acc: 0.5344, top5_acc: 0.7516, loss_cls: 2.0743, loss: 3.3062, grad_norm: 6.8954 2021-07-06 00:36:14,994 - mmaction - INFO - Epoch [65][2300/3757] lr: 1.000e-02, eta: 4 days, 0:12:17, time: 1.092, data_time: 0.033, memory: 6921, loss_aux: 1.2435, top1_acc: 0.5203, top5_acc: 0.7344, loss_cls: 2.1338, loss: 3.3773, grad_norm: 6.8510 2021-07-06 00:36:35,947 - mmaction - INFO - Epoch [65][2320/3757] lr: 1.000e-02, eta: 4 days, 0:11:55, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.2936, top1_acc: 0.4938, top5_acc: 0.7320, loss_cls: 2.1969, loss: 3.4905, grad_norm: 7.2066 2021-07-06 00:36:57,131 - mmaction - INFO - Epoch [65][2340/3757] lr: 1.000e-02, eta: 4 days, 0:11:33, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3044, top1_acc: 0.4898, top5_acc: 0.7234, loss_cls: 2.2189, loss: 3.5233, grad_norm: 6.9654 2021-07-06 00:37:18,960 - mmaction - INFO - Epoch [65][2360/3757] lr: 1.000e-02, eta: 4 days, 0:11:11, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.2668, top1_acc: 0.5008, top5_acc: 0.7273, loss_cls: 2.1885, loss: 3.4553, grad_norm: 6.9223 2021-07-06 00:37:40,058 - mmaction - INFO - Epoch [65][2380/3757] lr: 1.000e-02, eta: 4 days, 0:10:49, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2726, top1_acc: 0.5227, top5_acc: 0.7422, loss_cls: 2.1531, loss: 3.4257, grad_norm: 6.9119 2021-07-06 00:38:01,310 - mmaction - INFO - Epoch [65][2400/3757] lr: 1.000e-02, eta: 4 days, 0:10:27, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2492, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.1040, loss: 3.3532, grad_norm: 6.9828 2021-07-06 00:38:23,093 - mmaction - INFO - Epoch [65][2420/3757] lr: 1.000e-02, eta: 4 days, 0:10:06, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2951, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2044, loss: 3.4995, grad_norm: 6.9928 2021-07-06 00:38:44,295 - mmaction - INFO - Epoch [65][2440/3757] lr: 1.000e-02, eta: 4 days, 0:09:44, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2764, top1_acc: 0.5148, top5_acc: 0.7328, loss_cls: 2.1489, loss: 3.4253, grad_norm: 6.8678 2021-07-06 00:39:05,428 - mmaction - INFO - Epoch [65][2460/3757] lr: 1.000e-02, eta: 4 days, 0:09:21, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2580, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.2171, loss: 3.4751, grad_norm: 6.9009 2021-07-06 00:39:27,510 - mmaction - INFO - Epoch [65][2480/3757] lr: 1.000e-02, eta: 4 days, 0:09:00, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.3105, top1_acc: 0.4789, top5_acc: 0.7008, loss_cls: 2.2883, loss: 3.5988, grad_norm: 7.0184 2021-07-06 00:39:48,564 - mmaction - INFO - Epoch [65][2500/3757] lr: 1.000e-02, eta: 4 days, 0:08:38, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2360, top1_acc: 0.5195, top5_acc: 0.7422, loss_cls: 2.0708, loss: 3.3068, grad_norm: 6.8055 2021-07-06 00:40:09,687 - mmaction - INFO - Epoch [65][2520/3757] lr: 1.000e-02, eta: 4 days, 0:08:16, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2389, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.1250, loss: 3.3638, grad_norm: 6.7222 2021-07-06 00:40:30,619 - mmaction - INFO - Epoch [65][2540/3757] lr: 1.000e-02, eta: 4 days, 0:07:53, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2554, top1_acc: 0.5023, top5_acc: 0.7445, loss_cls: 2.1257, loss: 3.3811, grad_norm: 7.0211 2021-07-06 00:40:51,913 - mmaction - INFO - Epoch [65][2560/3757] lr: 1.000e-02, eta: 4 days, 0:07:31, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2560, top1_acc: 0.5195, top5_acc: 0.7336, loss_cls: 2.1381, loss: 3.3941, grad_norm: 6.7018 2021-07-06 00:41:14,031 - mmaction - INFO - Epoch [65][2580/3757] lr: 1.000e-02, eta: 4 days, 0:07:11, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.2703, top1_acc: 0.5164, top5_acc: 0.7305, loss_cls: 2.1462, loss: 3.4165, grad_norm: 6.9979 2021-07-06 00:41:35,524 - mmaction - INFO - Epoch [65][2600/3757] lr: 1.000e-02, eta: 4 days, 0:06:49, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2988, top1_acc: 0.5094, top5_acc: 0.7188, loss_cls: 2.2117, loss: 3.5105, grad_norm: 6.8930 2021-07-06 00:41:56,455 - mmaction - INFO - Epoch [65][2620/3757] lr: 1.000e-02, eta: 4 days, 0:06:26, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.2135, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0480, loss: 3.2615, grad_norm: 6.7917 2021-07-06 00:42:17,568 - mmaction - INFO - Epoch [65][2640/3757] lr: 1.000e-02, eta: 4 days, 0:06:04, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2259, top1_acc: 0.5164, top5_acc: 0.7633, loss_cls: 2.0548, loss: 3.2807, grad_norm: 6.7946 2021-07-06 00:42:38,868 - mmaction - INFO - Epoch [65][2660/3757] lr: 1.000e-02, eta: 4 days, 0:05:42, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.1168, loss: 3.3705, grad_norm: 6.9570 2021-07-06 00:43:00,046 - mmaction - INFO - Epoch [65][2680/3757] lr: 1.000e-02, eta: 4 days, 0:05:20, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.3058, top1_acc: 0.4672, top5_acc: 0.7023, loss_cls: 2.3118, loss: 3.6176, grad_norm: 7.1896 2021-07-06 00:43:21,317 - mmaction - INFO - Epoch [65][2700/3757] lr: 1.000e-02, eta: 4 days, 0:04:58, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2219, top1_acc: 0.5078, top5_acc: 0.7305, loss_cls: 2.0971, loss: 3.3190, grad_norm: 6.8026 2021-07-06 00:43:42,415 - mmaction - INFO - Epoch [65][2720/3757] lr: 1.000e-02, eta: 4 days, 0:04:36, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2883, top1_acc: 0.5188, top5_acc: 0.7297, loss_cls: 2.1979, loss: 3.4863, grad_norm: 6.9256 2021-07-06 00:44:04,299 - mmaction - INFO - Epoch [65][2740/3757] lr: 1.000e-02, eta: 4 days, 0:04:15, time: 1.093, data_time: 0.054, memory: 6921, loss_aux: 1.2327, top1_acc: 0.5328, top5_acc: 0.7531, loss_cls: 2.0336, loss: 3.2662, grad_norm: 6.7955 2021-07-06 00:44:25,263 - mmaction - INFO - Epoch [65][2760/3757] lr: 1.000e-02, eta: 4 days, 0:03:52, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2413, top1_acc: 0.5297, top5_acc: 0.7461, loss_cls: 2.1157, loss: 3.3570, grad_norm: 6.8652 2021-07-06 00:44:46,411 - mmaction - INFO - Epoch [65][2780/3757] lr: 1.000e-02, eta: 4 days, 0:03:30, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2955, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.2314, loss: 3.5269, grad_norm: 6.9138 2021-07-06 00:45:07,829 - mmaction - INFO - Epoch [65][2800/3757] lr: 1.000e-02, eta: 4 days, 0:03:08, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2657, top1_acc: 0.4945, top5_acc: 0.7328, loss_cls: 2.2195, loss: 3.4852, grad_norm: 6.7932 2021-07-06 00:45:28,909 - mmaction - INFO - Epoch [65][2820/3757] lr: 1.000e-02, eta: 4 days, 0:02:46, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2790, top1_acc: 0.5102, top5_acc: 0.7344, loss_cls: 2.1594, loss: 3.4384, grad_norm: 6.7486 2021-07-06 00:45:50,265 - mmaction - INFO - Epoch [65][2840/3757] lr: 1.000e-02, eta: 4 days, 0:02:24, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.2489, top1_acc: 0.4898, top5_acc: 0.7492, loss_cls: 2.1174, loss: 3.3663, grad_norm: 6.8899 2021-07-06 00:46:11,333 - mmaction - INFO - Epoch [65][2860/3757] lr: 1.000e-02, eta: 4 days, 0:02:02, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2180, top1_acc: 0.5234, top5_acc: 0.7594, loss_cls: 2.0567, loss: 3.2747, grad_norm: 6.7414 2021-07-06 00:46:32,742 - mmaction - INFO - Epoch [65][2880/3757] lr: 1.000e-02, eta: 4 days, 0:01:40, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2569, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1212, loss: 3.3781, grad_norm: 6.8631 2021-07-06 00:46:53,748 - mmaction - INFO - Epoch [65][2900/3757] lr: 1.000e-02, eta: 4 days, 0:01:18, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2623, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.2004, loss: 3.4627, grad_norm: 6.7406 2021-07-06 00:47:15,180 - mmaction - INFO - Epoch [65][2920/3757] lr: 1.000e-02, eta: 4 days, 0:00:56, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2367, top1_acc: 0.5289, top5_acc: 0.7383, loss_cls: 2.1101, loss: 3.3468, grad_norm: 6.8953 2021-07-06 00:47:36,226 - mmaction - INFO - Epoch [65][2940/3757] lr: 1.000e-02, eta: 4 days, 0:00:33, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.1972, top1_acc: 0.5203, top5_acc: 0.7609, loss_cls: 2.0470, loss: 3.2442, grad_norm: 6.7186 2021-07-06 00:47:57,631 - mmaction - INFO - Epoch [65][2960/3757] lr: 1.000e-02, eta: 4 days, 0:00:12, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2596, top1_acc: 0.5078, top5_acc: 0.7320, loss_cls: 2.1263, loss: 3.3860, grad_norm: 6.8544 2021-07-06 00:48:19,327 - mmaction - INFO - Epoch [65][2980/3757] lr: 1.000e-02, eta: 3 days, 23:59:50, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.2604, top1_acc: 0.5305, top5_acc: 0.7547, loss_cls: 2.1278, loss: 3.3883, grad_norm: 6.7575 2021-07-06 00:48:40,448 - mmaction - INFO - Epoch [65][3000/3757] lr: 1.000e-02, eta: 3 days, 23:59:28, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.2431, top1_acc: 0.5211, top5_acc: 0.7375, loss_cls: 2.1529, loss: 3.3960, grad_norm: 6.9137 2021-07-06 00:49:01,950 - mmaction - INFO - Epoch [65][3020/3757] lr: 1.000e-02, eta: 3 days, 23:59:06, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2448, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0704, loss: 3.3152, grad_norm: 6.8657 2021-07-06 00:49:23,194 - mmaction - INFO - Epoch [65][3040/3757] lr: 1.000e-02, eta: 3 days, 23:58:44, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2526, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.1847, loss: 3.4373, grad_norm: 6.9614 2021-07-06 00:49:44,292 - mmaction - INFO - Epoch [65][3060/3757] lr: 1.000e-02, eta: 3 days, 23:58:22, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2716, top1_acc: 0.5016, top5_acc: 0.7297, loss_cls: 2.2283, loss: 3.4998, grad_norm: 6.9584 2021-07-06 00:50:05,194 - mmaction - INFO - Epoch [65][3080/3757] lr: 1.000e-02, eta: 3 days, 23:57:59, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.2284, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1266, loss: 3.3550, grad_norm: 6.5765 2021-07-06 00:50:26,648 - mmaction - INFO - Epoch [65][3100/3757] lr: 1.000e-02, eta: 3 days, 23:57:38, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.3056, top1_acc: 0.4891, top5_acc: 0.7109, loss_cls: 2.2869, loss: 3.5925, grad_norm: 7.0223 2021-07-06 00:50:48,224 - mmaction - INFO - Epoch [65][3120/3757] lr: 1.000e-02, eta: 3 days, 23:57:16, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2415, top1_acc: 0.5383, top5_acc: 0.7508, loss_cls: 2.1200, loss: 3.3614, grad_norm: 6.6447 2021-07-06 00:51:09,350 - mmaction - INFO - Epoch [65][3140/3757] lr: 1.000e-02, eta: 3 days, 23:56:54, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2188, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.0930, loss: 3.3118, grad_norm: 6.5979 2021-07-06 00:51:30,585 - mmaction - INFO - Epoch [65][3160/3757] lr: 1.000e-02, eta: 3 days, 23:56:32, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.2273, top1_acc: 0.5148, top5_acc: 0.7383, loss_cls: 2.0913, loss: 3.3186, grad_norm: 6.6508 2021-07-06 00:51:52,220 - mmaction - INFO - Epoch [65][3180/3757] lr: 1.000e-02, eta: 3 days, 23:56:10, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.2535, top1_acc: 0.5086, top5_acc: 0.7469, loss_cls: 2.1106, loss: 3.3641, grad_norm: 6.8373 2021-07-06 00:52:13,687 - mmaction - INFO - Epoch [65][3200/3757] lr: 1.000e-02, eta: 3 days, 23:55:48, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2393, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.1385, loss: 3.3778, grad_norm: 6.8915 2021-07-06 00:52:34,841 - mmaction - INFO - Epoch [65][3220/3757] lr: 1.000e-02, eta: 3 days, 23:55:26, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2468, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.1729, loss: 3.4197, grad_norm: 6.7891 2021-07-06 00:52:56,117 - mmaction - INFO - Epoch [65][3240/3757] lr: 1.000e-02, eta: 3 days, 23:55:04, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2988, top1_acc: 0.4805, top5_acc: 0.7344, loss_cls: 2.2228, loss: 3.5216, grad_norm: 6.9131 2021-07-06 00:53:17,925 - mmaction - INFO - Epoch [65][3260/3757] lr: 1.000e-02, eta: 3 days, 23:54:43, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2573, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1201, loss: 3.3774, grad_norm: 6.9051 2021-07-06 00:53:39,063 - mmaction - INFO - Epoch [65][3280/3757] lr: 1.000e-02, eta: 3 days, 23:54:21, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2857, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.2063, loss: 3.4919, grad_norm: 6.8855 2021-07-06 00:54:00,225 - mmaction - INFO - Epoch [65][3300/3757] lr: 1.000e-02, eta: 3 days, 23:53:59, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2858, top1_acc: 0.5102, top5_acc: 0.7297, loss_cls: 2.1948, loss: 3.4806, grad_norm: 6.9104 2021-07-06 00:54:21,247 - mmaction - INFO - Epoch [65][3320/3757] lr: 1.000e-02, eta: 3 days, 23:53:36, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2803, top1_acc: 0.4969, top5_acc: 0.7461, loss_cls: 2.1758, loss: 3.4560, grad_norm: 6.9576 2021-07-06 00:54:43,003 - mmaction - INFO - Epoch [65][3340/3757] lr: 1.000e-02, eta: 3 days, 23:53:15, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3101, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2078, loss: 3.5179, grad_norm: 7.2297 2021-07-06 00:55:04,130 - mmaction - INFO - Epoch [65][3360/3757] lr: 1.000e-02, eta: 3 days, 23:52:53, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2293, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1212, loss: 3.3505, grad_norm: 6.7359 2021-07-06 00:55:25,253 - mmaction - INFO - Epoch [65][3380/3757] lr: 1.000e-02, eta: 3 days, 23:52:31, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2516, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1215, loss: 3.3731, grad_norm: 6.9254 2021-07-06 00:55:46,476 - mmaction - INFO - Epoch [65][3400/3757] lr: 1.000e-02, eta: 3 days, 23:52:09, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2819, top1_acc: 0.4953, top5_acc: 0.7172, loss_cls: 2.1834, loss: 3.4653, grad_norm: 6.8639 2021-07-06 00:56:07,677 - mmaction - INFO - Epoch [65][3420/3757] lr: 1.000e-02, eta: 3 days, 23:51:46, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2576, top1_acc: 0.5289, top5_acc: 0.7367, loss_cls: 2.1365, loss: 3.3941, grad_norm: 6.8386 2021-07-06 00:56:28,972 - mmaction - INFO - Epoch [65][3440/3757] lr: 1.000e-02, eta: 3 days, 23:51:24, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.2275, top1_acc: 0.5172, top5_acc: 0.7336, loss_cls: 2.1512, loss: 3.3787, grad_norm: 6.7730 2021-07-06 00:56:50,493 - mmaction - INFO - Epoch [65][3460/3757] lr: 1.000e-02, eta: 3 days, 23:51:03, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.2151, top1_acc: 0.5367, top5_acc: 0.7523, loss_cls: 2.0326, loss: 3.2477, grad_norm: 6.6022 2021-07-06 00:57:11,717 - mmaction - INFO - Epoch [65][3480/3757] lr: 1.000e-02, eta: 3 days, 23:50:41, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2469, top1_acc: 0.5078, top5_acc: 0.7492, loss_cls: 2.1186, loss: 3.3655, grad_norm: 6.8771 2021-07-06 00:57:32,760 - mmaction - INFO - Epoch [65][3500/3757] lr: 1.000e-02, eta: 3 days, 23:50:18, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2623, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.1370, loss: 3.3993, grad_norm: 6.7527 2021-07-06 00:57:55,574 - mmaction - INFO - Epoch [65][3520/3757] lr: 1.000e-02, eta: 3 days, 23:49:58, time: 1.143, data_time: 0.003, memory: 6921, loss_aux: 1.2474, top1_acc: 0.5305, top5_acc: 0.7438, loss_cls: 2.1189, loss: 3.3663, grad_norm: 6.7677 2021-07-06 00:58:16,665 - mmaction - INFO - Epoch [65][3540/3757] lr: 1.000e-02, eta: 3 days, 23:49:36, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2700, top1_acc: 0.4930, top5_acc: 0.7406, loss_cls: 2.1723, loss: 3.4423, grad_norm: 6.8513 2021-07-06 00:58:38,119 - mmaction - INFO - Epoch [65][3560/3757] lr: 1.000e-02, eta: 3 days, 23:49:14, time: 1.073, data_time: 0.030, memory: 6921, loss_aux: 1.2883, top1_acc: 0.5156, top5_acc: 0.7250, loss_cls: 2.2033, loss: 3.4916, grad_norm: 6.8752 2021-07-06 00:58:59,187 - mmaction - INFO - Epoch [65][3580/3757] lr: 1.000e-02, eta: 3 days, 23:48:52, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2781, top1_acc: 0.5172, top5_acc: 0.7305, loss_cls: 2.1661, loss: 3.4442, grad_norm: 6.9857 2021-07-06 00:59:20,435 - mmaction - INFO - Epoch [65][3600/3757] lr: 1.000e-02, eta: 3 days, 23:48:30, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2704, top1_acc: 0.5086, top5_acc: 0.7328, loss_cls: 2.1721, loss: 3.4425, grad_norm: 6.8094 2021-07-06 00:59:42,381 - mmaction - INFO - Epoch [65][3620/3757] lr: 1.000e-02, eta: 3 days, 23:48:09, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.2500, top1_acc: 0.5164, top5_acc: 0.7422, loss_cls: 2.0965, loss: 3.3464, grad_norm: 6.7704 2021-07-06 01:00:03,390 - mmaction - INFO - Epoch [65][3640/3757] lr: 1.000e-02, eta: 3 days, 23:47:47, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2085, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 2.0615, loss: 3.2700, grad_norm: 6.8381 2021-07-06 01:00:24,624 - mmaction - INFO - Epoch [65][3660/3757] lr: 1.000e-02, eta: 3 days, 23:47:24, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2436, top1_acc: 0.5180, top5_acc: 0.7422, loss_cls: 2.1097, loss: 3.3534, grad_norm: 6.8341 2021-07-06 01:00:46,300 - mmaction - INFO - Epoch [65][3680/3757] lr: 1.000e-02, eta: 3 days, 23:47:03, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2857, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.1526, loss: 3.4382, grad_norm: 6.7148 2021-07-06 01:01:07,695 - mmaction - INFO - Epoch [65][3700/3757] lr: 1.000e-02, eta: 3 days, 23:46:41, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2606, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 2.1677, loss: 3.4283, grad_norm: 6.8359 2021-07-06 01:01:29,387 - mmaction - INFO - Epoch [65][3720/3757] lr: 1.000e-02, eta: 3 days, 23:46:20, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2343, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1519, loss: 3.3862, grad_norm: 6.8891 2021-07-06 01:01:50,528 - mmaction - INFO - Epoch [65][3740/3757] lr: 1.000e-02, eta: 3 days, 23:45:57, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2670, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.1859, loss: 3.4529, grad_norm: 6.9861 2021-07-06 01:02:08,838 - mmaction - INFO - Saving checkpoint at 65 epochs 2021-07-06 01:06:59,610 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-06 01:07:00,433 - mmaction - INFO - top1_acc 0.5936 top5_acc 0.8216 2021-07-06 01:07:00,433 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-06 01:07:00,467 - mmaction - INFO - mean_acc 0.5935 2021-07-06 01:07:00,475 - mmaction - INFO - Epoch(val) [65][310] top1_acc: 0.5936, top5_acc: 0.8216, mean_class_accuracy: 0.5935 2021-07-06 01:08:02,386 - mmaction - INFO - Epoch [66][20/3757] lr: 1.000e-02, eta: 3 days, 23:45:46, time: 3.092, data_time: 1.992, memory: 6921, loss_aux: 1.2033, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0587, loss: 3.2620, grad_norm: 6.6809 2021-07-06 01:08:24,613 - mmaction - INFO - Epoch [66][40/3757] lr: 1.000e-02, eta: 3 days, 23:45:25, time: 1.112, data_time: 0.069, memory: 6921, loss_aux: 1.1794, top1_acc: 0.5461, top5_acc: 0.7742, loss_cls: 1.9687, loss: 3.1481, grad_norm: 6.5679 2021-07-06 01:08:46,257 - mmaction - INFO - Epoch [66][60/3757] lr: 1.000e-02, eta: 3 days, 23:45:04, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.2628, top1_acc: 0.5000, top5_acc: 0.7422, loss_cls: 2.1759, loss: 3.4387, grad_norm: 6.8741 2021-07-06 01:09:07,285 - mmaction - INFO - Epoch [66][80/3757] lr: 1.000e-02, eta: 3 days, 23:44:42, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2420, top1_acc: 0.5289, top5_acc: 0.7531, loss_cls: 2.0647, loss: 3.3067, grad_norm: 6.5558 2021-07-06 01:09:29,314 - mmaction - INFO - Epoch [66][100/3757] lr: 1.000e-02, eta: 3 days, 23:44:21, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.2557, top1_acc: 0.5195, top5_acc: 0.7391, loss_cls: 2.1268, loss: 3.3825, grad_norm: 6.4757 2021-07-06 01:09:52,217 - mmaction - INFO - Epoch [66][120/3757] lr: 1.000e-02, eta: 3 days, 23:44:01, time: 1.145, data_time: 0.003, memory: 6921, loss_aux: 1.2296, top1_acc: 0.5328, top5_acc: 0.7484, loss_cls: 2.0585, loss: 3.2881, grad_norm: 6.8067 2021-07-06 01:10:13,497 - mmaction - INFO - Epoch [66][140/3757] lr: 1.000e-02, eta: 3 days, 23:43:39, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2305, top1_acc: 0.5289, top5_acc: 0.7453, loss_cls: 2.0865, loss: 3.3170, grad_norm: 6.8531 2021-07-06 01:10:34,630 - mmaction - INFO - Epoch [66][160/3757] lr: 1.000e-02, eta: 3 days, 23:43:17, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2217, top1_acc: 0.5227, top5_acc: 0.7445, loss_cls: 2.1091, loss: 3.3309, grad_norm: 6.6634 2021-07-06 01:10:56,807 - mmaction - INFO - Epoch [66][180/3757] lr: 1.000e-02, eta: 3 days, 23:42:56, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.2589, top1_acc: 0.4969, top5_acc: 0.7438, loss_cls: 2.1649, loss: 3.4239, grad_norm: 6.7392 2021-07-06 01:11:18,948 - mmaction - INFO - Epoch [66][200/3757] lr: 1.000e-02, eta: 3 days, 23:42:35, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.1947, top1_acc: 0.5422, top5_acc: 0.7477, loss_cls: 2.0271, loss: 3.2218, grad_norm: 6.7252 2021-07-06 01:11:40,139 - mmaction - INFO - Epoch [66][220/3757] lr: 1.000e-02, eta: 3 days, 23:42:13, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2306, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0532, loss: 3.2837, grad_norm: 6.8192 2021-07-06 01:12:02,376 - mmaction - INFO - Epoch [66][240/3757] lr: 1.000e-02, eta: 3 days, 23:41:52, time: 1.111, data_time: 0.007, memory: 6921, loss_aux: 1.2091, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.0705, loss: 3.2797, grad_norm: 6.8918 2021-07-06 01:12:24,466 - mmaction - INFO - Epoch [66][260/3757] lr: 1.000e-02, eta: 3 days, 23:41:31, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2455, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.1169, loss: 3.3624, grad_norm: 7.0961 2021-07-06 01:12:45,914 - mmaction - INFO - Epoch [66][280/3757] lr: 1.000e-02, eta: 3 days, 23:41:09, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2912, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.2278, loss: 3.5190, grad_norm: 6.9285 2021-07-06 01:13:07,997 - mmaction - INFO - Epoch [66][300/3757] lr: 1.000e-02, eta: 3 days, 23:40:48, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.3282, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.2476, loss: 3.5758, grad_norm: 7.0218 2021-07-06 01:13:30,260 - mmaction - INFO - Epoch [66][320/3757] lr: 1.000e-02, eta: 3 days, 23:40:28, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 1.2639, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 2.0889, loss: 3.3528, grad_norm: 6.6966 2021-07-06 01:13:52,965 - mmaction - INFO - Epoch [66][340/3757] lr: 1.000e-02, eta: 3 days, 23:40:07, time: 1.135, data_time: 0.001, memory: 6921, loss_aux: 1.2391, top1_acc: 0.5227, top5_acc: 0.7383, loss_cls: 2.1179, loss: 3.3571, grad_norm: 6.7661 2021-07-06 01:14:13,849 - mmaction - INFO - Epoch [66][360/3757] lr: 1.000e-02, eta: 3 days, 23:39:45, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.2519, top1_acc: 0.5281, top5_acc: 0.7445, loss_cls: 2.1480, loss: 3.4000, grad_norm: 6.9154 2021-07-06 01:14:34,982 - mmaction - INFO - Epoch [66][380/3757] lr: 1.000e-02, eta: 3 days, 23:39:23, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2062, top1_acc: 0.5242, top5_acc: 0.7656, loss_cls: 2.0191, loss: 3.2253, grad_norm: 7.0674 2021-07-06 01:14:56,917 - mmaction - INFO - Epoch [66][400/3757] lr: 1.000e-02, eta: 3 days, 23:39:02, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.2583, top1_acc: 0.4992, top5_acc: 0.7336, loss_cls: 2.1540, loss: 3.4124, grad_norm: 6.9065 2021-07-06 01:15:18,577 - mmaction - INFO - Epoch [66][420/3757] lr: 1.000e-02, eta: 3 days, 23:38:40, time: 1.083, data_time: 0.038, memory: 6921, loss_aux: 1.3064, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.2411, loss: 3.5475, grad_norm: 6.8647 2021-07-06 01:15:40,519 - mmaction - INFO - Epoch [66][440/3757] lr: 1.000e-02, eta: 3 days, 23:38:19, time: 1.097, data_time: 0.056, memory: 6921, loss_aux: 1.2954, top1_acc: 0.4969, top5_acc: 0.7359, loss_cls: 2.2117, loss: 3.5072, grad_norm: 6.9717 2021-07-06 01:16:01,845 - mmaction - INFO - Epoch [66][460/3757] lr: 1.000e-02, eta: 3 days, 23:37:57, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2028, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 2.0372, loss: 3.2400, grad_norm: 6.7733 2021-07-06 01:16:23,269 - mmaction - INFO - Epoch [66][480/3757] lr: 1.000e-02, eta: 3 days, 23:37:35, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.3005, top1_acc: 0.4773, top5_acc: 0.7359, loss_cls: 2.2227, loss: 3.5231, grad_norm: 7.0679 2021-07-06 01:16:44,852 - mmaction - INFO - Epoch [66][500/3757] lr: 1.000e-02, eta: 3 days, 23:37:14, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.1033, loss: 3.3600, grad_norm: 6.8949 2021-07-06 01:17:07,368 - mmaction - INFO - Epoch [66][520/3757] lr: 1.000e-02, eta: 3 days, 23:36:53, time: 1.128, data_time: 0.081, memory: 6921, loss_aux: 1.2321, top1_acc: 0.5234, top5_acc: 0.7578, loss_cls: 2.0836, loss: 3.3156, grad_norm: 6.8830 2021-07-06 01:17:28,492 - mmaction - INFO - Epoch [66][540/3757] lr: 1.000e-02, eta: 3 days, 23:36:31, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2554, top1_acc: 0.5102, top5_acc: 0.7445, loss_cls: 2.1420, loss: 3.3974, grad_norm: 6.9797 2021-07-06 01:17:49,894 - mmaction - INFO - Epoch [66][560/3757] lr: 1.000e-02, eta: 3 days, 23:36:09, time: 1.071, data_time: 0.007, memory: 6921, loss_aux: 1.2426, top1_acc: 0.5242, top5_acc: 0.7367, loss_cls: 2.0990, loss: 3.3416, grad_norm: 6.9212 2021-07-06 01:18:12,625 - mmaction - INFO - Epoch [66][580/3757] lr: 1.000e-02, eta: 3 days, 23:35:49, time: 1.138, data_time: 0.005, memory: 6921, loss_aux: 1.2030, top1_acc: 0.5437, top5_acc: 0.7578, loss_cls: 1.9962, loss: 3.1992, grad_norm: 6.7151 2021-07-06 01:18:33,742 - mmaction - INFO - Epoch [66][600/3757] lr: 1.000e-02, eta: 3 days, 23:35:27, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2241, top1_acc: 0.5195, top5_acc: 0.7367, loss_cls: 2.0946, loss: 3.3187, grad_norm: 6.7007 2021-07-06 01:18:55,020 - mmaction - INFO - Epoch [66][620/3757] lr: 1.000e-02, eta: 3 days, 23:35:05, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2728, top1_acc: 0.5211, top5_acc: 0.7438, loss_cls: 2.1365, loss: 3.4093, grad_norm: 6.8565 2021-07-06 01:19:16,513 - mmaction - INFO - Epoch [66][640/3757] lr: 1.000e-02, eta: 3 days, 23:34:43, time: 1.077, data_time: 0.021, memory: 6921, loss_aux: 1.2473, top1_acc: 0.5023, top5_acc: 0.7297, loss_cls: 2.1663, loss: 3.4136, grad_norm: 6.8688 2021-07-06 01:19:38,466 - mmaction - INFO - Epoch [66][660/3757] lr: 1.000e-02, eta: 3 days, 23:34:22, time: 1.097, data_time: 0.005, memory: 6921, loss_aux: 1.2042, top1_acc: 0.5148, top5_acc: 0.7633, loss_cls: 2.0490, loss: 3.2532, grad_norm: 6.8120 2021-07-06 01:20:00,735 - mmaction - INFO - Epoch [66][680/3757] lr: 1.000e-02, eta: 3 days, 23:34:01, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.2577, top1_acc: 0.5242, top5_acc: 0.7352, loss_cls: 2.1037, loss: 3.3614, grad_norm: 6.6772 2021-07-06 01:20:21,764 - mmaction - INFO - Epoch [66][700/3757] lr: 1.000e-02, eta: 3 days, 23:33:39, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.3320, top1_acc: 0.5023, top5_acc: 0.7094, loss_cls: 2.2786, loss: 3.6106, grad_norm: 6.9393 2021-07-06 01:20:42,958 - mmaction - INFO - Epoch [66][720/3757] lr: 1.000e-02, eta: 3 days, 23:33:17, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2629, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1425, loss: 3.4053, grad_norm: 6.7927 2021-07-06 01:21:04,855 - mmaction - INFO - Epoch [66][740/3757] lr: 1.000e-02, eta: 3 days, 23:32:56, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.2392, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1525, loss: 3.3917, grad_norm: 7.0248 2021-07-06 01:21:27,361 - mmaction - INFO - Epoch [66][760/3757] lr: 1.000e-02, eta: 3 days, 23:32:35, time: 1.126, data_time: 0.004, memory: 6921, loss_aux: 1.2337, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1008, loss: 3.3345, grad_norm: 6.7358 2021-07-06 01:21:48,414 - mmaction - INFO - Epoch [66][780/3757] lr: 1.000e-02, eta: 3 days, 23:32:13, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2699, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.1935, loss: 3.4634, grad_norm: 6.9899 2021-07-06 01:22:09,547 - mmaction - INFO - Epoch [66][800/3757] lr: 1.000e-02, eta: 3 days, 23:31:51, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2067, top1_acc: 0.5391, top5_acc: 0.7586, loss_cls: 2.0425, loss: 3.2492, grad_norm: 6.8125 2021-07-06 01:22:31,294 - mmaction - INFO - Epoch [66][820/3757] lr: 1.000e-02, eta: 3 days, 23:31:29, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.2559, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1873, loss: 3.4431, grad_norm: 6.7049 2021-07-06 01:22:53,189 - mmaction - INFO - Epoch [66][840/3757] lr: 1.000e-02, eta: 3 days, 23:31:08, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1128, loss: 3.3838, grad_norm: 6.8646 2021-07-06 01:23:15,628 - mmaction - INFO - Epoch [66][860/3757] lr: 1.000e-02, eta: 3 days, 23:30:48, time: 1.121, data_time: 0.005, memory: 6921, loss_aux: 1.2462, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1374, loss: 3.3836, grad_norm: 6.7645 2021-07-06 01:23:37,210 - mmaction - INFO - Epoch [66][880/3757] lr: 1.000e-02, eta: 3 days, 23:30:26, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.1975, top1_acc: 0.5383, top5_acc: 0.7578, loss_cls: 2.0376, loss: 3.2351, grad_norm: 6.7468 2021-07-06 01:23:58,442 - mmaction - INFO - Epoch [66][900/3757] lr: 1.000e-02, eta: 3 days, 23:30:04, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2752, top1_acc: 0.5141, top5_acc: 0.7383, loss_cls: 2.1352, loss: 3.4104, grad_norm: 6.9833 2021-07-06 01:24:20,179 - mmaction - INFO - Epoch [66][920/3757] lr: 1.000e-02, eta: 3 days, 23:29:43, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.2464, top1_acc: 0.4969, top5_acc: 0.7547, loss_cls: 2.1429, loss: 3.3893, grad_norm: 7.0156 2021-07-06 01:24:42,433 - mmaction - INFO - Epoch [66][940/3757] lr: 1.000e-02, eta: 3 days, 23:29:22, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.2900, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.2167, loss: 3.5067, grad_norm: 7.0701 2021-07-06 01:25:03,494 - mmaction - INFO - Epoch [66][960/3757] lr: 1.000e-02, eta: 3 days, 23:29:00, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.1964, top1_acc: 0.5352, top5_acc: 0.7570, loss_cls: 2.0503, loss: 3.2467, grad_norm: 6.7079 2021-07-06 01:25:25,199 - mmaction - INFO - Epoch [66][980/3757] lr: 1.000e-02, eta: 3 days, 23:28:38, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 1.2754, top1_acc: 0.5172, top5_acc: 0.7375, loss_cls: 2.1709, loss: 3.4463, grad_norm: 6.9626 2021-07-06 01:25:47,166 - mmaction - INFO - Epoch [66][1000/3757] lr: 1.000e-02, eta: 3 days, 23:28:17, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.2414, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0745, loss: 3.3160, grad_norm: 7.0432 2021-07-06 01:26:08,609 - mmaction - INFO - Epoch [66][1020/3757] lr: 1.000e-02, eta: 3 days, 23:27:55, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.2348, top1_acc: 0.5000, top5_acc: 0.7469, loss_cls: 2.1560, loss: 3.3908, grad_norm: 6.9827 2021-07-06 01:26:29,968 - mmaction - INFO - Epoch [66][1040/3757] lr: 1.000e-02, eta: 3 days, 23:27:33, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.2471, top1_acc: 0.5234, top5_acc: 0.7352, loss_cls: 2.1445, loss: 3.3916, grad_norm: 6.6370 2021-07-06 01:26:52,009 - mmaction - INFO - Epoch [66][1060/3757] lr: 1.000e-02, eta: 3 days, 23:27:12, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 1.2815, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1856, loss: 3.4671, grad_norm: 7.0213 2021-07-06 01:27:14,056 - mmaction - INFO - Epoch [66][1080/3757] lr: 1.000e-02, eta: 3 days, 23:26:51, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.2687, top1_acc: 0.5227, top5_acc: 0.7398, loss_cls: 2.1567, loss: 3.4254, grad_norm: 6.9268 2021-07-06 01:27:35,223 - mmaction - INFO - Epoch [66][1100/3757] lr: 1.000e-02, eta: 3 days, 23:26:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2549, top1_acc: 0.5047, top5_acc: 0.7312, loss_cls: 2.1403, loss: 3.3952, grad_norm: 6.8058 2021-07-06 01:27:56,677 - mmaction - INFO - Epoch [66][1120/3757] lr: 1.000e-02, eta: 3 days, 23:26:07, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2273, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1533, loss: 3.3806, grad_norm: 6.7636 2021-07-06 01:28:18,499 - mmaction - INFO - Epoch [66][1140/3757] lr: 1.000e-02, eta: 3 days, 23:25:46, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2767, top1_acc: 0.5258, top5_acc: 0.7367, loss_cls: 2.1408, loss: 3.4176, grad_norm: 6.5049 2021-07-06 01:28:40,102 - mmaction - INFO - Epoch [66][1160/3757] lr: 1.000e-02, eta: 3 days, 23:25:24, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.2277, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.1034, loss: 3.3311, grad_norm: 6.8071 2021-07-06 01:29:01,480 - mmaction - INFO - Epoch [66][1180/3757] lr: 1.000e-02, eta: 3 days, 23:25:03, time: 1.070, data_time: 0.009, memory: 6921, loss_aux: 1.2358, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1568, loss: 3.3926, grad_norm: 6.9050 2021-07-06 01:29:24,273 - mmaction - INFO - Epoch [66][1200/3757] lr: 1.000e-02, eta: 3 days, 23:24:43, time: 1.142, data_time: 0.004, memory: 6921, loss_aux: 1.2990, top1_acc: 0.5188, top5_acc: 0.7344, loss_cls: 2.1632, loss: 3.4622, grad_norm: 6.7344 2021-07-06 01:29:45,283 - mmaction - INFO - Epoch [66][1220/3757] lr: 1.000e-02, eta: 3 days, 23:24:20, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.2103, top1_acc: 0.5516, top5_acc: 0.7539, loss_cls: 2.0199, loss: 3.2302, grad_norm: 6.6719 2021-07-06 01:30:06,449 - mmaction - INFO - Epoch [66][1240/3757] lr: 1.000e-02, eta: 3 days, 23:23:58, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2375, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1288, loss: 3.3662, grad_norm: 6.8879 2021-07-06 01:30:27,682 - mmaction - INFO - Epoch [66][1260/3757] lr: 1.000e-02, eta: 3 days, 23:23:36, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3057, top1_acc: 0.5180, top5_acc: 0.7328, loss_cls: 2.2035, loss: 3.5092, grad_norm: 6.9924 2021-07-06 01:30:49,848 - mmaction - INFO - Epoch [66][1280/3757] lr: 1.000e-02, eta: 3 days, 23:23:15, time: 1.108, data_time: 0.001, memory: 6921, loss_aux: 1.2092, top1_acc: 0.5305, top5_acc: 0.7516, loss_cls: 2.0505, loss: 3.2597, grad_norm: 6.8130 2021-07-06 01:31:13,020 - mmaction - INFO - Epoch [66][1300/3757] lr: 1.000e-02, eta: 3 days, 23:22:56, time: 1.159, data_time: 0.004, memory: 6921, loss_aux: 1.2455, top1_acc: 0.5219, top5_acc: 0.7484, loss_cls: 2.0799, loss: 3.3254, grad_norm: 6.8524 2021-07-06 01:31:34,243 - mmaction - INFO - Epoch [66][1320/3757] lr: 1.000e-02, eta: 3 days, 23:22:33, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2644, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.1493, loss: 3.4137, grad_norm: 7.0580 2021-07-06 01:31:56,267 - mmaction - INFO - Epoch [66][1340/3757] lr: 1.000e-02, eta: 3 days, 23:22:12, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.2598, top1_acc: 0.5188, top5_acc: 0.7625, loss_cls: 2.0824, loss: 3.3422, grad_norm: 7.0088 2021-07-06 01:32:17,613 - mmaction - INFO - Epoch [66][1360/3757] lr: 1.000e-02, eta: 3 days, 23:21:51, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2472, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1127, loss: 3.3599, grad_norm: 6.7748 2021-07-06 01:32:39,109 - mmaction - INFO - Epoch [66][1380/3757] lr: 1.000e-02, eta: 3 days, 23:21:29, time: 1.076, data_time: 0.012, memory: 6921, loss_aux: 1.2280, top1_acc: 0.5602, top5_acc: 0.7609, loss_cls: 2.0441, loss: 3.2722, grad_norm: 7.1165 2021-07-06 01:33:01,484 - mmaction - INFO - Epoch [66][1400/3757] lr: 1.000e-02, eta: 3 days, 23:21:08, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2498, top1_acc: 0.5031, top5_acc: 0.7469, loss_cls: 2.1085, loss: 3.3583, grad_norm: 7.0511 2021-07-06 01:33:22,521 - mmaction - INFO - Epoch [66][1420/3757] lr: 1.000e-02, eta: 3 days, 23:20:46, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2086, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0364, loss: 3.2449, grad_norm: 6.7823 2021-07-06 01:33:44,563 - mmaction - INFO - Epoch [66][1440/3757] lr: 1.000e-02, eta: 3 days, 23:20:25, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.2269, top1_acc: 0.5250, top5_acc: 0.7445, loss_cls: 2.1116, loss: 3.3384, grad_norm: 6.6928 2021-07-06 01:34:05,668 - mmaction - INFO - Epoch [66][1460/3757] lr: 1.000e-02, eta: 3 days, 23:20:03, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2680, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1415, loss: 3.4095, grad_norm: 6.8396 2021-07-06 01:34:27,416 - mmaction - INFO - Epoch [66][1480/3757] lr: 1.000e-02, eta: 3 days, 23:19:41, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.2911, top1_acc: 0.5023, top5_acc: 0.7383, loss_cls: 2.1913, loss: 3.4824, grad_norm: 6.9721 2021-07-06 01:34:48,776 - mmaction - INFO - Epoch [66][1500/3757] lr: 1.000e-02, eta: 3 days, 23:19:19, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2471, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.1146, loss: 3.3617, grad_norm: 7.1489 2021-07-06 01:35:10,289 - mmaction - INFO - Epoch [66][1520/3757] lr: 1.000e-02, eta: 3 days, 23:18:58, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 1.3124, top1_acc: 0.4984, top5_acc: 0.7211, loss_cls: 2.2183, loss: 3.5307, grad_norm: 7.0230 2021-07-06 01:35:32,917 - mmaction - INFO - Epoch [66][1540/3757] lr: 1.000e-02, eta: 3 days, 23:18:38, time: 1.133, data_time: 0.003, memory: 6921, loss_aux: 1.2853, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1909, loss: 3.4762, grad_norm: 7.0622 2021-07-06 01:35:53,919 - mmaction - INFO - Epoch [66][1560/3757] lr: 1.000e-02, eta: 3 days, 23:18:15, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.2340, top1_acc: 0.5195, top5_acc: 0.7383, loss_cls: 2.1408, loss: 3.3748, grad_norm: 6.6927 2021-07-06 01:36:15,197 - mmaction - INFO - Epoch [66][1580/3757] lr: 1.000e-02, eta: 3 days, 23:17:53, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2588, top1_acc: 0.5242, top5_acc: 0.7398, loss_cls: 2.1186, loss: 3.3774, grad_norm: 6.8479 2021-07-06 01:36:38,118 - mmaction - INFO - Epoch [66][1600/3757] lr: 1.000e-02, eta: 3 days, 23:17:33, time: 1.146, data_time: 0.002, memory: 6921, loss_aux: 1.2805, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1776, loss: 3.4581, grad_norm: 6.7504 2021-07-06 01:36:59,139 - mmaction - INFO - Epoch [66][1620/3757] lr: 1.000e-02, eta: 3 days, 23:17:11, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2645, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1693, loss: 3.4338, grad_norm: 6.8692 2021-07-06 01:37:20,117 - mmaction - INFO - Epoch [66][1640/3757] lr: 1.000e-02, eta: 3 days, 23:16:49, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2607, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1618, loss: 3.4225, grad_norm: 6.9465 2021-07-06 01:37:41,328 - mmaction - INFO - Epoch [66][1660/3757] lr: 1.000e-02, eta: 3 days, 23:16:26, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2321, top1_acc: 0.5234, top5_acc: 0.7453, loss_cls: 2.1130, loss: 3.3451, grad_norm: 6.7044 2021-07-06 01:38:03,903 - mmaction - INFO - Epoch [66][1680/3757] lr: 1.000e-02, eta: 3 days, 23:16:06, time: 1.127, data_time: 0.002, memory: 6921, loss_aux: 1.2497, top1_acc: 0.5180, top5_acc: 0.7367, loss_cls: 2.0946, loss: 3.3443, grad_norm: 6.9043 2021-07-06 01:38:25,706 - mmaction - INFO - Epoch [66][1700/3757] lr: 1.000e-02, eta: 3 days, 23:15:45, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.2442, top1_acc: 0.5266, top5_acc: 0.7508, loss_cls: 2.1049, loss: 3.3491, grad_norm: 6.8310 2021-07-06 01:38:47,683 - mmaction - INFO - Epoch [66][1720/3757] lr: 1.000e-02, eta: 3 days, 23:15:24, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2865, top1_acc: 0.5148, top5_acc: 0.7336, loss_cls: 2.1651, loss: 3.4516, grad_norm: 6.9314 2021-07-06 01:39:08,818 - mmaction - INFO - Epoch [66][1740/3757] lr: 1.000e-02, eta: 3 days, 23:15:02, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2375, top1_acc: 0.5227, top5_acc: 0.7398, loss_cls: 2.1457, loss: 3.3831, grad_norm: 6.6407 2021-07-06 01:39:30,417 - mmaction - INFO - Epoch [66][1760/3757] lr: 1.000e-02, eta: 3 days, 23:14:40, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2917, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1891, loss: 3.4808, grad_norm: 6.8337 2021-07-06 01:39:51,499 - mmaction - INFO - Epoch [66][1780/3757] lr: 1.000e-02, eta: 3 days, 23:14:18, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2348, top1_acc: 0.5109, top5_acc: 0.7477, loss_cls: 2.1199, loss: 3.3547, grad_norm: 6.7953 2021-07-06 01:40:13,149 - mmaction - INFO - Epoch [66][1800/3757] lr: 1.000e-02, eta: 3 days, 23:13:56, time: 1.081, data_time: 0.013, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5141, top5_acc: 0.7398, loss_cls: 2.1381, loss: 3.3919, grad_norm: 6.7137 2021-07-06 01:40:35,843 - mmaction - INFO - Epoch [66][1820/3757] lr: 1.000e-02, eta: 3 days, 23:13:36, time: 1.135, data_time: 0.052, memory: 6921, loss_aux: 1.2340, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1078, loss: 3.3418, grad_norm: 6.7218 2021-07-06 01:40:57,041 - mmaction - INFO - Epoch [66][1840/3757] lr: 1.000e-02, eta: 3 days, 23:13:14, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3010, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.2337, loss: 3.5347, grad_norm: 6.8894 2021-07-06 01:41:18,671 - mmaction - INFO - Epoch [66][1860/3757] lr: 1.000e-02, eta: 3 days, 23:12:52, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.2719, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1510, loss: 3.4229, grad_norm: 6.8232 2021-07-06 01:41:39,799 - mmaction - INFO - Epoch [66][1880/3757] lr: 1.000e-02, eta: 3 days, 23:12:30, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2411, top1_acc: 0.5203, top5_acc: 0.7430, loss_cls: 2.1007, loss: 3.3417, grad_norm: 6.8617 2021-07-06 01:42:01,838 - mmaction - INFO - Epoch [66][1900/3757] lr: 1.000e-02, eta: 3 days, 23:12:09, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.2493, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.1284, loss: 3.3777, grad_norm: 6.8937 2021-07-06 01:42:22,966 - mmaction - INFO - Epoch [66][1920/3757] lr: 1.000e-02, eta: 3 days, 23:11:47, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2316, top1_acc: 0.5219, top5_acc: 0.7414, loss_cls: 2.1006, loss: 3.3322, grad_norm: 6.8241 2021-07-06 01:42:44,905 - mmaction - INFO - Epoch [66][1940/3757] lr: 1.000e-02, eta: 3 days, 23:11:26, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.2352, top1_acc: 0.5172, top5_acc: 0.7523, loss_cls: 2.1249, loss: 3.3601, grad_norm: 6.9137 2021-07-06 01:43:06,249 - mmaction - INFO - Epoch [66][1960/3757] lr: 1.000e-02, eta: 3 days, 23:11:04, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1259, loss: 3.4012, grad_norm: 6.8928 2021-07-06 01:43:27,850 - mmaction - INFO - Epoch [66][1980/3757] lr: 1.000e-02, eta: 3 days, 23:10:42, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2311, top1_acc: 0.5125, top5_acc: 0.7438, loss_cls: 2.1145, loss: 3.3456, grad_norm: 6.9314 2021-07-06 01:43:50,097 - mmaction - INFO - Epoch [66][2000/3757] lr: 1.000e-02, eta: 3 days, 23:10:22, time: 1.111, data_time: 0.001, memory: 6921, loss_aux: 1.2922, top1_acc: 0.4977, top5_acc: 0.7250, loss_cls: 2.1846, loss: 3.4768, grad_norm: 6.7999 2021-07-06 01:44:11,671 - mmaction - INFO - Epoch [66][2020/3757] lr: 1.000e-02, eta: 3 days, 23:10:00, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2228, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0779, loss: 3.3008, grad_norm: 6.6917 2021-07-06 01:44:33,330 - mmaction - INFO - Epoch [66][2040/3757] lr: 1.000e-02, eta: 3 days, 23:09:38, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.2258, top1_acc: 0.5305, top5_acc: 0.7562, loss_cls: 2.0383, loss: 3.2640, grad_norm: 6.5905 2021-07-06 01:44:54,848 - mmaction - INFO - Epoch [66][2060/3757] lr: 1.000e-02, eta: 3 days, 23:09:17, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.2841, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2128, loss: 3.4969, grad_norm: 7.1874 2021-07-06 01:45:16,053 - mmaction - INFO - Epoch [66][2080/3757] lr: 1.000e-02, eta: 3 days, 23:08:55, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2475, top1_acc: 0.5078, top5_acc: 0.7320, loss_cls: 2.1445, loss: 3.3920, grad_norm: 6.8223 2021-07-06 01:45:37,570 - mmaction - INFO - Epoch [66][2100/3757] lr: 1.000e-02, eta: 3 days, 23:08:33, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.2159, top1_acc: 0.5164, top5_acc: 0.7602, loss_cls: 2.0292, loss: 3.2451, grad_norm: 6.8705 2021-07-06 01:45:59,652 - mmaction - INFO - Epoch [66][2120/3757] lr: 1.000e-02, eta: 3 days, 23:08:12, time: 1.104, data_time: 0.021, memory: 6921, loss_aux: 1.2590, top1_acc: 0.4984, top5_acc: 0.7273, loss_cls: 2.1893, loss: 3.4483, grad_norm: 6.9499 2021-07-06 01:46:21,618 - mmaction - INFO - Epoch [66][2140/3757] lr: 1.000e-02, eta: 3 days, 23:07:51, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.2686, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2077, loss: 3.4762, grad_norm: 7.0399 2021-07-06 01:46:43,424 - mmaction - INFO - Epoch [66][2160/3757] lr: 1.000e-02, eta: 3 days, 23:07:30, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2465, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1723, loss: 3.4188, grad_norm: 6.7086 2021-07-06 01:47:04,657 - mmaction - INFO - Epoch [66][2180/3757] lr: 1.000e-02, eta: 3 days, 23:07:07, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2745, top1_acc: 0.5234, top5_acc: 0.7328, loss_cls: 2.1255, loss: 3.4000, grad_norm: 6.5807 2021-07-06 01:47:26,696 - mmaction - INFO - Epoch [66][2200/3757] lr: 1.000e-02, eta: 3 days, 23:06:46, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.2900, top1_acc: 0.4938, top5_acc: 0.7219, loss_cls: 2.1904, loss: 3.4804, grad_norm: 6.8973 2021-07-06 01:47:48,082 - mmaction - INFO - Epoch [66][2220/3757] lr: 1.000e-02, eta: 3 days, 23:06:25, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.2333, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.1173, loss: 3.3507, grad_norm: 6.9265 2021-07-06 01:48:10,477 - mmaction - INFO - Epoch [66][2240/3757] lr: 1.000e-02, eta: 3 days, 23:06:04, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.2704, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1577, loss: 3.4281, grad_norm: 6.9019 2021-07-06 01:48:31,562 - mmaction - INFO - Epoch [66][2260/3757] lr: 1.000e-02, eta: 3 days, 23:05:42, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2490, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1183, loss: 3.3673, grad_norm: 6.7561 2021-07-06 01:48:52,758 - mmaction - INFO - Epoch [66][2280/3757] lr: 1.000e-02, eta: 3 days, 23:05:20, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2896, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.2064, loss: 3.4960, grad_norm: 6.7885 2021-07-06 01:49:14,198 - mmaction - INFO - Epoch [66][2300/3757] lr: 1.000e-02, eta: 3 days, 23:04:58, time: 1.074, data_time: 0.007, memory: 6921, loss_aux: 1.3329, top1_acc: 0.5031, top5_acc: 0.7125, loss_cls: 2.2625, loss: 3.5954, grad_norm: 7.0995 2021-07-06 01:49:35,287 - mmaction - INFO - Epoch [66][2320/3757] lr: 1.000e-02, eta: 3 days, 23:04:36, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2566, top1_acc: 0.5305, top5_acc: 0.7398, loss_cls: 2.1388, loss: 3.3954, grad_norm: 6.8456 2021-07-06 01:49:56,966 - mmaction - INFO - Epoch [66][2340/3757] lr: 1.000e-02, eta: 3 days, 23:04:14, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.2834, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1976, loss: 3.4811, grad_norm: 6.6790 2021-07-06 01:50:18,615 - mmaction - INFO - Epoch [66][2360/3757] lr: 1.000e-02, eta: 3 days, 23:03:53, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5031, top5_acc: 0.7242, loss_cls: 2.1877, loss: 3.4630, grad_norm: 7.0348 2021-07-06 01:50:40,895 - mmaction - INFO - Epoch [66][2380/3757] lr: 1.000e-02, eta: 3 days, 23:03:32, time: 1.113, data_time: 0.001, memory: 6921, loss_aux: 1.2577, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.1293, loss: 3.3869, grad_norm: 6.7823 2021-07-06 01:51:02,467 - mmaction - INFO - Epoch [66][2400/3757] lr: 1.000e-02, eta: 3 days, 23:03:10, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2098, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.0773, loss: 3.2871, grad_norm: 6.7314 2021-07-06 01:51:24,279 - mmaction - INFO - Epoch [66][2420/3757] lr: 1.000e-02, eta: 3 days, 23:02:49, time: 1.090, data_time: 0.028, memory: 6921, loss_aux: 1.2381, top1_acc: 0.5211, top5_acc: 0.7383, loss_cls: 2.1531, loss: 3.3912, grad_norm: 6.8703 2021-07-06 01:51:46,158 - mmaction - INFO - Epoch [66][2440/3757] lr: 1.000e-02, eta: 3 days, 23:02:28, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.2561, top1_acc: 0.5008, top5_acc: 0.7266, loss_cls: 2.1724, loss: 3.4285, grad_norm: 6.7468 2021-07-06 01:52:07,291 - mmaction - INFO - Epoch [66][2460/3757] lr: 1.000e-02, eta: 3 days, 23:02:06, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2498, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1297, loss: 3.3795, grad_norm: 6.9079 2021-07-06 01:52:28,754 - mmaction - INFO - Epoch [66][2480/3757] lr: 1.000e-02, eta: 3 days, 23:01:44, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.2958, top1_acc: 0.4953, top5_acc: 0.7359, loss_cls: 2.1914, loss: 3.4872, grad_norm: 6.9828 2021-07-06 01:52:50,324 - mmaction - INFO - Epoch [66][2500/3757] lr: 1.000e-02, eta: 3 days, 23:01:22, time: 1.078, data_time: 0.010, memory: 6921, loss_aux: 1.2156, top1_acc: 0.5367, top5_acc: 0.7633, loss_cls: 2.0444, loss: 3.2600, grad_norm: 6.7932 2021-07-06 01:53:11,610 - mmaction - INFO - Epoch [66][2520/3757] lr: 1.000e-02, eta: 3 days, 23:01:00, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2455, top1_acc: 0.5281, top5_acc: 0.7445, loss_cls: 2.1064, loss: 3.3519, grad_norm: 6.7012 2021-07-06 01:53:33,232 - mmaction - INFO - Epoch [66][2540/3757] lr: 1.000e-02, eta: 3 days, 23:00:39, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.2730, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2047, loss: 3.4777, grad_norm: 7.0025 2021-07-06 01:53:54,957 - mmaction - INFO - Epoch [66][2560/3757] lr: 1.000e-02, eta: 3 days, 23:00:17, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2641, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1434, loss: 3.4075, grad_norm: 6.8352 2021-07-06 01:54:16,280 - mmaction - INFO - Epoch [66][2580/3757] lr: 1.000e-02, eta: 3 days, 22:59:55, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2519, top1_acc: 0.5125, top5_acc: 0.7648, loss_cls: 2.0941, loss: 3.3460, grad_norm: 7.0174 2021-07-06 01:54:38,039 - mmaction - INFO - Epoch [66][2600/3757] lr: 1.000e-02, eta: 3 days, 22:59:34, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2372, top1_acc: 0.5273, top5_acc: 0.7469, loss_cls: 2.0723, loss: 3.3095, grad_norm: 6.8986 2021-07-06 01:54:59,147 - mmaction - INFO - Epoch [66][2620/3757] lr: 1.000e-02, eta: 3 days, 22:59:12, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2781, top1_acc: 0.4914, top5_acc: 0.7383, loss_cls: 2.1537, loss: 3.4317, grad_norm: 6.8549 2021-07-06 01:55:21,927 - mmaction - INFO - Epoch [66][2640/3757] lr: 1.000e-02, eta: 3 days, 22:58:52, time: 1.138, data_time: 0.101, memory: 6921, loss_aux: 1.2322, top1_acc: 0.5172, top5_acc: 0.7492, loss_cls: 2.0963, loss: 3.3285, grad_norm: 6.8227 2021-07-06 01:55:44,183 - mmaction - INFO - Epoch [66][2660/3757] lr: 1.000e-02, eta: 3 days, 22:58:31, time: 1.114, data_time: 0.065, memory: 6921, loss_aux: 1.2561, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1521, loss: 3.4082, grad_norm: 6.8986 2021-07-06 01:56:05,425 - mmaction - INFO - Epoch [66][2680/3757] lr: 1.000e-02, eta: 3 days, 22:58:09, time: 1.061, data_time: 0.039, memory: 6921, loss_aux: 1.2369, top1_acc: 0.5328, top5_acc: 0.7625, loss_cls: 2.0574, loss: 3.2943, grad_norm: 6.8504 2021-07-06 01:56:26,664 - mmaction - INFO - Epoch [66][2700/3757] lr: 1.000e-02, eta: 3 days, 22:57:47, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2393, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1327, loss: 3.3720, grad_norm: 6.9921 2021-07-06 01:56:48,173 - mmaction - INFO - Epoch [66][2720/3757] lr: 1.000e-02, eta: 3 days, 22:57:25, time: 1.076, data_time: 0.012, memory: 6921, loss_aux: 1.2816, top1_acc: 0.5109, top5_acc: 0.7344, loss_cls: 2.1753, loss: 3.4569, grad_norm: 7.0194 2021-07-06 01:57:10,157 - mmaction - INFO - Epoch [66][2740/3757] lr: 1.000e-02, eta: 3 days, 22:57:04, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.2527, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1611, loss: 3.4138, grad_norm: 6.9757 2021-07-06 01:57:31,484 - mmaction - INFO - Epoch [66][2760/3757] lr: 1.000e-02, eta: 3 days, 22:56:42, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2275, top1_acc: 0.5266, top5_acc: 0.7445, loss_cls: 2.1265, loss: 3.3539, grad_norm: 6.8583 2021-07-06 01:57:53,814 - mmaction - INFO - Epoch [66][2780/3757] lr: 1.000e-02, eta: 3 days, 22:56:21, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 1.3276, top1_acc: 0.4820, top5_acc: 0.7047, loss_cls: 2.2850, loss: 3.6126, grad_norm: 6.9022 2021-07-06 01:58:15,810 - mmaction - INFO - Epoch [66][2800/3757] lr: 1.000e-02, eta: 3 days, 22:56:00, time: 1.100, data_time: 0.001, memory: 6921, loss_aux: 1.2340, top1_acc: 0.4969, top5_acc: 0.7430, loss_cls: 2.1580, loss: 3.3920, grad_norm: 6.9755 2021-07-06 01:58:36,867 - mmaction - INFO - Epoch [66][2820/3757] lr: 1.000e-02, eta: 3 days, 22:55:38, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2742, top1_acc: 0.5117, top5_acc: 0.7375, loss_cls: 2.1420, loss: 3.4162, grad_norm: 6.9147 2021-07-06 01:58:58,235 - mmaction - INFO - Epoch [66][2840/3757] lr: 1.000e-02, eta: 3 days, 22:55:16, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2894, top1_acc: 0.5203, top5_acc: 0.7344, loss_cls: 2.1728, loss: 3.4621, grad_norm: 6.9130 2021-07-06 01:59:19,413 - mmaction - INFO - Epoch [66][2860/3757] lr: 1.000e-02, eta: 3 days, 22:54:54, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3202, top1_acc: 0.4969, top5_acc: 0.7188, loss_cls: 2.2468, loss: 3.5671, grad_norm: 6.9592 2021-07-06 01:59:42,014 - mmaction - INFO - Epoch [66][2880/3757] lr: 1.000e-02, eta: 3 days, 22:54:34, time: 1.129, data_time: 0.003, memory: 6921, loss_aux: 1.2397, top1_acc: 0.5266, top5_acc: 0.7586, loss_cls: 2.1043, loss: 3.3439, grad_norm: 6.8795 2021-07-06 02:00:03,187 - mmaction - INFO - Epoch [66][2900/3757] lr: 1.000e-02, eta: 3 days, 22:54:12, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5203, top5_acc: 0.7406, loss_cls: 2.1173, loss: 3.3710, grad_norm: 6.8007 2021-07-06 02:00:24,310 - mmaction - INFO - Epoch [66][2920/3757] lr: 1.000e-02, eta: 3 days, 22:53:49, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2501, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.1125, loss: 3.3626, grad_norm: 6.9540 2021-07-06 02:00:46,944 - mmaction - INFO - Epoch [66][2940/3757] lr: 1.000e-02, eta: 3 days, 22:53:29, time: 1.131, data_time: 0.003, memory: 6921, loss_aux: 1.2252, top1_acc: 0.5359, top5_acc: 0.7445, loss_cls: 2.0763, loss: 3.3015, grad_norm: 6.9459 2021-07-06 02:01:08,906 - mmaction - INFO - Epoch [66][2960/3757] lr: 1.000e-02, eta: 3 days, 22:53:08, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2274, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.1026, loss: 3.3301, grad_norm: 6.8285 2021-07-06 02:01:30,083 - mmaction - INFO - Epoch [66][2980/3757] lr: 1.000e-02, eta: 3 days, 22:52:46, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2684, top1_acc: 0.5094, top5_acc: 0.7234, loss_cls: 2.1915, loss: 3.4599, grad_norm: 6.9696 2021-07-06 02:01:51,961 - mmaction - INFO - Epoch [66][3000/3757] lr: 1.000e-02, eta: 3 days, 22:52:25, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2509, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.1351, loss: 3.3859, grad_norm: 6.8350 2021-07-06 02:02:13,289 - mmaction - INFO - Epoch [66][3020/3757] lr: 1.000e-02, eta: 3 days, 22:52:03, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2457, top1_acc: 0.5070, top5_acc: 0.7273, loss_cls: 2.1512, loss: 3.3968, grad_norm: 6.7158 2021-07-06 02:02:34,593 - mmaction - INFO - Epoch [66][3040/3757] lr: 1.000e-02, eta: 3 days, 22:51:41, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.2177, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1198, loss: 3.3375, grad_norm: 6.5578 2021-07-06 02:02:55,769 - mmaction - INFO - Epoch [66][3060/3757] lr: 1.000e-02, eta: 3 days, 22:51:19, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2211, top1_acc: 0.5383, top5_acc: 0.7555, loss_cls: 2.0777, loss: 3.2988, grad_norm: 6.6105 2021-07-06 02:03:17,555 - mmaction - INFO - Epoch [66][3080/3757] lr: 1.000e-02, eta: 3 days, 22:50:57, time: 1.087, data_time: 0.033, memory: 6921, loss_aux: 1.2550, top1_acc: 0.5094, top5_acc: 0.7312, loss_cls: 2.1630, loss: 3.4180, grad_norm: 6.6532 2021-07-06 02:03:39,918 - mmaction - INFO - Epoch [66][3100/3757] lr: 1.000e-02, eta: 3 days, 22:50:37, time: 1.119, data_time: 0.009, memory: 6921, loss_aux: 1.2841, top1_acc: 0.5133, top5_acc: 0.7250, loss_cls: 2.1901, loss: 3.4742, grad_norm: 7.0574 2021-07-06 02:04:01,426 - mmaction - INFO - Epoch [66][3120/3757] lr: 1.000e-02, eta: 3 days, 22:50:15, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2761, top1_acc: 0.5234, top5_acc: 0.7375, loss_cls: 2.1841, loss: 3.4602, grad_norm: 6.8623 2021-07-06 02:04:24,055 - mmaction - INFO - Epoch [66][3140/3757] lr: 1.000e-02, eta: 3 days, 22:49:55, time: 1.132, data_time: 0.002, memory: 6921, loss_aux: 1.2276, top1_acc: 0.5078, top5_acc: 0.7641, loss_cls: 2.1001, loss: 3.3278, grad_norm: 6.6341 2021-07-06 02:04:45,035 - mmaction - INFO - Epoch [66][3160/3757] lr: 1.000e-02, eta: 3 days, 22:49:32, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2691, top1_acc: 0.5211, top5_acc: 0.7297, loss_cls: 2.1517, loss: 3.4208, grad_norm: 6.8069 2021-07-06 02:05:06,171 - mmaction - INFO - Epoch [66][3180/3757] lr: 1.000e-02, eta: 3 days, 22:49:10, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2518, top1_acc: 0.5117, top5_acc: 0.7320, loss_cls: 2.1475, loss: 3.3992, grad_norm: 6.8677 2021-07-06 02:05:28,198 - mmaction - INFO - Epoch [66][3200/3757] lr: 1.000e-02, eta: 3 days, 22:48:49, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2816, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.1792, loss: 3.4608, grad_norm: 6.9150 2021-07-06 02:05:49,342 - mmaction - INFO - Epoch [66][3220/3757] lr: 1.000e-02, eta: 3 days, 22:48:27, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2049, top1_acc: 0.5258, top5_acc: 0.7742, loss_cls: 2.0417, loss: 3.2466, grad_norm: 6.9616 2021-07-06 02:06:10,686 - mmaction - INFO - Epoch [66][3240/3757] lr: 1.000e-02, eta: 3 days, 22:48:05, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2799, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1472, loss: 3.4271, grad_norm: 6.7287 2021-07-06 02:06:32,252 - mmaction - INFO - Epoch [66][3260/3757] lr: 1.000e-02, eta: 3 days, 22:47:43, time: 1.078, data_time: 0.009, memory: 6921, loss_aux: 1.2456, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.1041, loss: 3.3497, grad_norm: 6.8547 2021-07-06 02:06:55,046 - mmaction - INFO - Epoch [66][3280/3757] lr: 1.000e-02, eta: 3 days, 22:47:23, time: 1.140, data_time: 0.003, memory: 6921, loss_aux: 1.2689, top1_acc: 0.4961, top5_acc: 0.7375, loss_cls: 2.1831, loss: 3.4520, grad_norm: 6.9147 2021-07-06 02:07:16,203 - mmaction - INFO - Epoch [66][3300/3757] lr: 1.000e-02, eta: 3 days, 22:47:01, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2127, top1_acc: 0.5266, top5_acc: 0.7641, loss_cls: 2.0097, loss: 3.2224, grad_norm: 6.6246 2021-07-06 02:07:37,498 - mmaction - INFO - Epoch [66][3320/3757] lr: 1.000e-02, eta: 3 days, 22:46:39, time: 1.063, data_time: 0.013, memory: 6921, loss_aux: 1.2273, top1_acc: 0.5047, top5_acc: 0.7641, loss_cls: 2.0989, loss: 3.3262, grad_norm: 6.7473 2021-07-06 02:07:59,111 - mmaction - INFO - Epoch [66][3340/3757] lr: 1.000e-02, eta: 3 days, 22:46:18, time: 1.080, data_time: 0.027, memory: 6921, loss_aux: 1.2825, top1_acc: 0.5070, top5_acc: 0.7273, loss_cls: 2.2036, loss: 3.4861, grad_norm: 6.9395 2021-07-06 02:08:21,527 - mmaction - INFO - Epoch [66][3360/3757] lr: 1.000e-02, eta: 3 days, 22:45:57, time: 1.122, data_time: 0.005, memory: 6921, loss_aux: 1.2261, top1_acc: 0.5305, top5_acc: 0.7555, loss_cls: 2.0579, loss: 3.2841, grad_norm: 6.8766 2021-07-06 02:08:42,805 - mmaction - INFO - Epoch [66][3380/3757] lr: 1.000e-02, eta: 3 days, 22:45:35, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2209, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.1493, loss: 3.3701, grad_norm: 6.9215 2021-07-06 02:09:04,291 - mmaction - INFO - Epoch [66][3400/3757] lr: 1.000e-02, eta: 3 days, 22:45:13, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.2468, top1_acc: 0.5117, top5_acc: 0.7539, loss_cls: 2.1368, loss: 3.3836, grad_norm: 6.7054 2021-07-06 02:09:26,013 - mmaction - INFO - Epoch [66][3420/3757] lr: 1.000e-02, eta: 3 days, 22:44:52, time: 1.087, data_time: 0.005, memory: 6921, loss_aux: 1.2603, top1_acc: 0.4891, top5_acc: 0.7367, loss_cls: 2.1684, loss: 3.4287, grad_norm: 6.9555 2021-07-06 02:09:47,615 - mmaction - INFO - Epoch [66][3440/3757] lr: 1.000e-02, eta: 3 days, 22:44:30, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2578, top1_acc: 0.4953, top5_acc: 0.7297, loss_cls: 2.1762, loss: 3.4339, grad_norm: 6.6650 2021-07-06 02:10:09,600 - mmaction - INFO - Epoch [66][3460/3757] lr: 1.000e-02, eta: 3 days, 22:44:09, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.2589, top1_acc: 0.5062, top5_acc: 0.7320, loss_cls: 2.1285, loss: 3.3874, grad_norm: 6.8118 2021-07-06 02:10:31,441 - mmaction - INFO - Epoch [66][3480/3757] lr: 1.000e-02, eta: 3 days, 22:43:48, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.2209, top1_acc: 0.5273, top5_acc: 0.7406, loss_cls: 2.0865, loss: 3.3074, grad_norm: 6.9696 2021-07-06 02:10:52,648 - mmaction - INFO - Epoch [66][3500/3757] lr: 1.000e-02, eta: 3 days, 22:43:26, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2654, top1_acc: 0.4938, top5_acc: 0.7367, loss_cls: 2.2097, loss: 3.4751, grad_norm: 6.9587 2021-07-06 02:11:14,085 - mmaction - INFO - Epoch [66][3520/3757] lr: 1.000e-02, eta: 3 days, 22:43:04, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2903, top1_acc: 0.5047, top5_acc: 0.7406, loss_cls: 2.1682, loss: 3.4585, grad_norm: 6.8329 2021-07-06 02:11:36,464 - mmaction - INFO - Epoch [66][3540/3757] lr: 1.000e-02, eta: 3 days, 22:42:44, time: 1.122, data_time: 0.006, memory: 6921, loss_aux: 1.2417, top1_acc: 0.5141, top5_acc: 0.7438, loss_cls: 2.1065, loss: 3.3482, grad_norm: 6.6463 2021-07-06 02:11:58,277 - mmaction - INFO - Epoch [66][3560/3757] lr: 1.000e-02, eta: 3 days, 22:42:22, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2313, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1240, loss: 3.3553, grad_norm: 6.8137 2021-07-06 02:12:19,408 - mmaction - INFO - Epoch [66][3580/3757] lr: 1.000e-02, eta: 3 days, 22:42:00, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2917, top1_acc: 0.5055, top5_acc: 0.7367, loss_cls: 2.1644, loss: 3.4561, grad_norm: 6.8037 2021-07-06 02:12:40,671 - mmaction - INFO - Epoch [66][3600/3757] lr: 1.000e-02, eta: 3 days, 22:41:38, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2540, top1_acc: 0.5156, top5_acc: 0.7375, loss_cls: 2.1285, loss: 3.3826, grad_norm: 7.0231 2021-07-06 02:13:02,092 - mmaction - INFO - Epoch [66][3620/3757] lr: 1.000e-02, eta: 3 days, 22:41:16, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2216, top1_acc: 0.5117, top5_acc: 0.7477, loss_cls: 2.0844, loss: 3.3059, grad_norm: 6.7131 2021-07-06 02:13:24,658 - mmaction - INFO - Epoch [66][3640/3757] lr: 1.000e-02, eta: 3 days, 22:40:56, time: 1.130, data_time: 0.004, memory: 6921, loss_aux: 1.2783, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1726, loss: 3.4509, grad_norm: 6.9789 2021-07-06 02:13:46,231 - mmaction - INFO - Epoch [66][3660/3757] lr: 1.000e-02, eta: 3 days, 22:40:34, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.2659, top1_acc: 0.5172, top5_acc: 0.7367, loss_cls: 2.1305, loss: 3.3964, grad_norm: 6.8618 2021-07-06 02:14:07,464 - mmaction - INFO - Epoch [66][3680/3757] lr: 1.000e-02, eta: 3 days, 22:40:12, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2686, top1_acc: 0.4953, top5_acc: 0.7195, loss_cls: 2.1670, loss: 3.4356, grad_norm: 6.9391 2021-07-06 02:14:29,718 - mmaction - INFO - Epoch [66][3700/3757] lr: 1.000e-02, eta: 3 days, 22:39:51, time: 1.110, data_time: 0.001, memory: 6921, loss_aux: 1.2917, top1_acc: 0.5102, top5_acc: 0.7305, loss_cls: 2.2074, loss: 3.4991, grad_norm: 7.0003 2021-07-06 02:14:50,875 - mmaction - INFO - Epoch [66][3720/3757] lr: 1.000e-02, eta: 3 days, 22:39:29, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2811, top1_acc: 0.5008, top5_acc: 0.7297, loss_cls: 2.1836, loss: 3.4647, grad_norm: 7.0036 2021-07-06 02:15:12,491 - mmaction - INFO - Epoch [66][3740/3757] lr: 1.000e-02, eta: 3 days, 22:39:08, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5133, top5_acc: 0.7336, loss_cls: 2.1873, loss: 3.4445, grad_norm: 6.9178 2021-07-06 02:15:31,087 - mmaction - INFO - Saving checkpoint at 66 epochs 2021-07-06 02:16:34,231 - mmaction - INFO - Epoch [67][20/3757] lr: 1.000e-02, eta: 3 days, 22:38:55, time: 3.075, data_time: 2.047, memory: 6921, loss_aux: 1.2405, top1_acc: 0.5141, top5_acc: 0.7547, loss_cls: 2.0882, loss: 3.3288, grad_norm: 6.8510 2021-07-06 02:16:55,879 - mmaction - INFO - Epoch [67][40/3757] lr: 1.000e-02, eta: 3 days, 22:38:34, time: 1.084, data_time: 0.043, memory: 6921, loss_aux: 1.3092, top1_acc: 0.5039, top5_acc: 0.7258, loss_cls: 2.2134, loss: 3.5225, grad_norm: 6.9818 2021-07-06 02:17:16,985 - mmaction - INFO - Epoch [67][60/3757] lr: 1.000e-02, eta: 3 days, 22:38:11, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2314, top1_acc: 0.5250, top5_acc: 0.7305, loss_cls: 2.1072, loss: 3.3386, grad_norm: 6.6791 2021-07-06 02:17:38,751 - mmaction - INFO - Epoch [67][80/3757] lr: 1.000e-02, eta: 3 days, 22:37:50, time: 1.090, data_time: 0.042, memory: 6921, loss_aux: 1.2307, top1_acc: 0.5172, top5_acc: 0.7359, loss_cls: 2.1397, loss: 3.3704, grad_norm: 6.7023 2021-07-06 02:17:59,910 - mmaction - INFO - Epoch [67][100/3757] lr: 1.000e-02, eta: 3 days, 22:37:28, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3497, top1_acc: 0.4906, top5_acc: 0.7141, loss_cls: 2.2888, loss: 3.6385, grad_norm: 6.9508 2021-07-06 02:18:20,928 - mmaction - INFO - Epoch [67][120/3757] lr: 1.000e-02, eta: 3 days, 22:37:06, time: 1.051, data_time: 0.012, memory: 6921, loss_aux: 1.2587, top1_acc: 0.5242, top5_acc: 0.7398, loss_cls: 2.1263, loss: 3.3851, grad_norm: 6.8242 2021-07-06 02:18:42,809 - mmaction - INFO - Epoch [67][140/3757] lr: 1.000e-02, eta: 3 days, 22:36:44, time: 1.096, data_time: 0.007, memory: 6921, loss_aux: 1.2668, top1_acc: 0.5312, top5_acc: 0.7383, loss_cls: 2.1104, loss: 3.3772, grad_norm: 6.7412 2021-07-06 02:19:03,917 - mmaction - INFO - Epoch [67][160/3757] lr: 1.000e-02, eta: 3 days, 22:36:22, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.1956, top1_acc: 0.5375, top5_acc: 0.7633, loss_cls: 2.0131, loss: 3.2087, grad_norm: 6.5994 2021-07-06 02:19:25,610 - mmaction - INFO - Epoch [67][180/3757] lr: 1.000e-02, eta: 3 days, 22:36:01, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.3027, top1_acc: 0.5133, top5_acc: 0.7273, loss_cls: 2.1942, loss: 3.4969, grad_norm: 6.9144 2021-07-06 02:19:46,847 - mmaction - INFO - Epoch [67][200/3757] lr: 1.000e-02, eta: 3 days, 22:35:39, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2310, top1_acc: 0.5328, top5_acc: 0.7422, loss_cls: 2.0524, loss: 3.2833, grad_norm: 6.7437 2021-07-06 02:20:07,950 - mmaction - INFO - Epoch [67][220/3757] lr: 1.000e-02, eta: 3 days, 22:35:16, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2134, top1_acc: 0.5359, top5_acc: 0.7680, loss_cls: 2.0437, loss: 3.2571, grad_norm: 6.7247 2021-07-06 02:20:30,284 - mmaction - INFO - Epoch [67][240/3757] lr: 1.000e-02, eta: 3 days, 22:34:56, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.1764, top1_acc: 0.5297, top5_acc: 0.7586, loss_cls: 2.0193, loss: 3.1957, grad_norm: 6.5798 2021-07-06 02:20:51,396 - mmaction - INFO - Epoch [67][260/3757] lr: 1.000e-02, eta: 3 days, 22:34:34, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2594, top1_acc: 0.4953, top5_acc: 0.7477, loss_cls: 2.1472, loss: 3.4067, grad_norm: 6.7753 2021-07-06 02:21:12,417 - mmaction - INFO - Epoch [67][280/3757] lr: 1.000e-02, eta: 3 days, 22:34:11, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2664, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1436, loss: 3.4099, grad_norm: 6.8561 2021-07-06 02:21:33,636 - mmaction - INFO - Epoch [67][300/3757] lr: 1.000e-02, eta: 3 days, 22:33:49, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2785, top1_acc: 0.5219, top5_acc: 0.7281, loss_cls: 2.1570, loss: 3.4355, grad_norm: 6.8409 2021-07-06 02:21:56,406 - mmaction - INFO - Epoch [67][320/3757] lr: 1.000e-02, eta: 3 days, 22:33:29, time: 1.140, data_time: 0.004, memory: 6921, loss_aux: 1.2218, top1_acc: 0.5250, top5_acc: 0.7773, loss_cls: 2.0171, loss: 3.2388, grad_norm: 6.8860 2021-07-06 02:22:18,027 - mmaction - INFO - Epoch [67][340/3757] lr: 1.000e-02, eta: 3 days, 22:33:07, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2371, top1_acc: 0.5117, top5_acc: 0.7562, loss_cls: 2.1055, loss: 3.3426, grad_norm: 6.9437 2021-07-06 02:22:39,616 - mmaction - INFO - Epoch [67][360/3757] lr: 1.000e-02, eta: 3 days, 22:32:46, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2316, top1_acc: 0.5375, top5_acc: 0.7734, loss_cls: 2.0271, loss: 3.2587, grad_norm: 6.8218 2021-07-06 02:23:01,018 - mmaction - INFO - Epoch [67][380/3757] lr: 1.000e-02, eta: 3 days, 22:32:24, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.2832, top1_acc: 0.5188, top5_acc: 0.7133, loss_cls: 2.1741, loss: 3.4572, grad_norm: 6.7639 2021-07-06 02:23:22,403 - mmaction - INFO - Epoch [67][400/3757] lr: 1.000e-02, eta: 3 days, 22:32:02, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.2745, top1_acc: 0.5242, top5_acc: 0.7234, loss_cls: 2.1368, loss: 3.4114, grad_norm: 6.9423 2021-07-06 02:23:43,530 - mmaction - INFO - Epoch [67][420/3757] lr: 1.000e-02, eta: 3 days, 22:31:40, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2309, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.0627, loss: 3.2936, grad_norm: 6.6683 2021-07-06 02:24:05,515 - mmaction - INFO - Epoch [67][440/3757] lr: 1.000e-02, eta: 3 days, 22:31:19, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.2293, top1_acc: 0.5297, top5_acc: 0.7727, loss_cls: 2.0431, loss: 3.2724, grad_norm: 7.0262 2021-07-06 02:24:26,629 - mmaction - INFO - Epoch [67][460/3757] lr: 1.000e-02, eta: 3 days, 22:30:57, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2270, top1_acc: 0.5031, top5_acc: 0.7414, loss_cls: 2.0922, loss: 3.3192, grad_norm: 7.0205 2021-07-06 02:24:47,939 - mmaction - INFO - Epoch [67][480/3757] lr: 1.000e-02, eta: 3 days, 22:30:35, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2419, top1_acc: 0.5422, top5_acc: 0.7539, loss_cls: 2.0811, loss: 3.3230, grad_norm: 7.0056 2021-07-06 02:25:09,746 - mmaction - INFO - Epoch [67][500/3757] lr: 1.000e-02, eta: 3 days, 22:30:13, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2782, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1490, loss: 3.4272, grad_norm: 6.8398 2021-07-06 02:25:30,952 - mmaction - INFO - Epoch [67][520/3757] lr: 1.000e-02, eta: 3 days, 22:29:51, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2732, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1558, loss: 3.4289, grad_norm: 6.9867 2021-07-06 02:25:53,484 - mmaction - INFO - Epoch [67][540/3757] lr: 1.000e-02, eta: 3 days, 22:29:31, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 1.2853, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.2070, loss: 3.4922, grad_norm: 7.0182 2021-07-06 02:26:14,562 - mmaction - INFO - Epoch [67][560/3757] lr: 1.000e-02, eta: 3 days, 22:29:09, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2903, top1_acc: 0.5211, top5_acc: 0.7375, loss_cls: 2.1418, loss: 3.4321, grad_norm: 6.8683 2021-07-06 02:26:35,706 - mmaction - INFO - Epoch [67][580/3757] lr: 1.000e-02, eta: 3 days, 22:28:46, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2238, top1_acc: 0.5102, top5_acc: 0.7586, loss_cls: 2.1208, loss: 3.3446, grad_norm: 6.8694 2021-07-06 02:26:56,754 - mmaction - INFO - Epoch [67][600/3757] lr: 1.000e-02, eta: 3 days, 22:28:24, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2359, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.0886, loss: 3.3245, grad_norm: 6.8576 2021-07-06 02:27:18,848 - mmaction - INFO - Epoch [67][620/3757] lr: 1.000e-02, eta: 3 days, 22:28:03, time: 1.105, data_time: 0.006, memory: 6921, loss_aux: 1.2559, top1_acc: 0.5461, top5_acc: 0.7453, loss_cls: 2.0746, loss: 3.3305, grad_norm: 6.7732 2021-07-06 02:27:40,193 - mmaction - INFO - Epoch [67][640/3757] lr: 1.000e-02, eta: 3 days, 22:27:41, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2588, top1_acc: 0.5258, top5_acc: 0.7367, loss_cls: 2.1332, loss: 3.3920, grad_norm: 6.8704 2021-07-06 02:28:01,434 - mmaction - INFO - Epoch [67][660/3757] lr: 1.000e-02, eta: 3 days, 22:27:19, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2417, top1_acc: 0.5289, top5_acc: 0.7398, loss_cls: 2.0933, loss: 3.3350, grad_norm: 6.7861 2021-07-06 02:28:22,630 - mmaction - INFO - Epoch [67][680/3757] lr: 1.000e-02, eta: 3 days, 22:26:57, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2385, top1_acc: 0.5141, top5_acc: 0.7352, loss_cls: 2.1061, loss: 3.3445, grad_norm: 6.7016 2021-07-06 02:28:44,812 - mmaction - INFO - Epoch [67][700/3757] lr: 1.000e-02, eta: 3 days, 22:26:36, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.2393, top1_acc: 0.5266, top5_acc: 0.7555, loss_cls: 2.0796, loss: 3.3189, grad_norm: 7.0871 2021-07-06 02:29:06,126 - mmaction - INFO - Epoch [67][720/3757] lr: 1.000e-02, eta: 3 days, 22:26:14, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2302, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1424, loss: 3.3726, grad_norm: 7.0028 2021-07-06 02:29:27,311 - mmaction - INFO - Epoch [67][740/3757] lr: 1.000e-02, eta: 3 days, 22:25:52, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2605, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1259, loss: 3.3864, grad_norm: 6.8095 2021-07-06 02:29:48,746 - mmaction - INFO - Epoch [67][760/3757] lr: 1.000e-02, eta: 3 days, 22:25:30, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2345, top1_acc: 0.5273, top5_acc: 0.7609, loss_cls: 2.0655, loss: 3.3001, grad_norm: 6.8451 2021-07-06 02:30:10,262 - mmaction - INFO - Epoch [67][780/3757] lr: 1.000e-02, eta: 3 days, 22:25:09, time: 1.076, data_time: 0.011, memory: 6921, loss_aux: 1.3103, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2321, loss: 3.5423, grad_norm: 7.0420 2021-07-06 02:30:31,965 - mmaction - INFO - Epoch [67][800/3757] lr: 1.000e-02, eta: 3 days, 22:24:47, time: 1.085, data_time: 0.006, memory: 6921, loss_aux: 1.2630, top1_acc: 0.5258, top5_acc: 0.7445, loss_cls: 2.1430, loss: 3.4060, grad_norm: 6.7271 2021-07-06 02:30:54,175 - mmaction - INFO - Epoch [67][820/3757] lr: 1.000e-02, eta: 3 days, 22:24:26, time: 1.111, data_time: 0.024, memory: 6921, loss_aux: 1.2464, top1_acc: 0.5203, top5_acc: 0.7516, loss_cls: 2.0900, loss: 3.3365, grad_norm: 6.7309 2021-07-06 02:31:16,344 - mmaction - INFO - Epoch [67][840/3757] lr: 1.000e-02, eta: 3 days, 22:24:06, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2587, top1_acc: 0.5047, top5_acc: 0.7422, loss_cls: 2.1610, loss: 3.4197, grad_norm: 6.8633 2021-07-06 02:31:37,140 - mmaction - INFO - Epoch [67][860/3757] lr: 1.000e-02, eta: 3 days, 22:23:43, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 1.2526, top1_acc: 0.5031, top5_acc: 0.7398, loss_cls: 2.1376, loss: 3.3902, grad_norm: 6.7961 2021-07-06 02:31:58,256 - mmaction - INFO - Epoch [67][880/3757] lr: 1.000e-02, eta: 3 days, 22:23:21, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2850, top1_acc: 0.5039, top5_acc: 0.7492, loss_cls: 2.1171, loss: 3.4021, grad_norm: 6.8320 2021-07-06 02:32:19,358 - mmaction - INFO - Epoch [67][900/3757] lr: 1.000e-02, eta: 3 days, 22:22:59, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2069, top1_acc: 0.5352, top5_acc: 0.7594, loss_cls: 1.9981, loss: 3.2049, grad_norm: 6.7406 2021-07-06 02:32:40,352 - mmaction - INFO - Epoch [67][920/3757] lr: 1.000e-02, eta: 3 days, 22:22:36, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.2612, top1_acc: 0.5070, top5_acc: 0.7312, loss_cls: 2.1616, loss: 3.4228, grad_norm: 6.7457 2021-07-06 02:33:01,498 - mmaction - INFO - Epoch [67][940/3757] lr: 1.000e-02, eta: 3 days, 22:22:14, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.3173, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2608, loss: 3.5781, grad_norm: 6.9301 2021-07-06 02:33:24,128 - mmaction - INFO - Epoch [67][960/3757] lr: 1.000e-02, eta: 3 days, 22:21:54, time: 1.131, data_time: 0.003, memory: 6921, loss_aux: 1.2985, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.2008, loss: 3.4993, grad_norm: 6.7526 2021-07-06 02:33:45,170 - mmaction - INFO - Epoch [67][980/3757] lr: 1.000e-02, eta: 3 days, 22:21:31, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2408, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0796, loss: 3.3204, grad_norm: 6.7038 2021-07-06 02:34:06,495 - mmaction - INFO - Epoch [67][1000/3757] lr: 1.000e-02, eta: 3 days, 22:21:10, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2688, top1_acc: 0.4922, top5_acc: 0.7211, loss_cls: 2.1899, loss: 3.4587, grad_norm: 6.8970 2021-07-06 02:34:28,023 - mmaction - INFO - Epoch [67][1020/3757] lr: 1.000e-02, eta: 3 days, 22:20:48, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5156, top5_acc: 0.7383, loss_cls: 2.1452, loss: 3.4022, grad_norm: 6.7674 2021-07-06 02:34:49,603 - mmaction - INFO - Epoch [67][1040/3757] lr: 1.000e-02, eta: 3 days, 22:20:26, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2647, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.1862, loss: 3.4509, grad_norm: 6.9486 2021-07-06 02:35:10,750 - mmaction - INFO - Epoch [67][1060/3757] lr: 1.000e-02, eta: 3 days, 22:20:04, time: 1.058, data_time: 0.007, memory: 6921, loss_aux: 1.2884, top1_acc: 0.5039, top5_acc: 0.7164, loss_cls: 2.2155, loss: 3.5038, grad_norm: 6.8688 2021-07-06 02:35:31,658 - mmaction - INFO - Epoch [67][1080/3757] lr: 1.000e-02, eta: 3 days, 22:19:42, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.2173, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 2.0113, loss: 3.2286, grad_norm: 6.6254 2021-07-06 02:35:53,174 - mmaction - INFO - Epoch [67][1100/3757] lr: 1.000e-02, eta: 3 days, 22:19:20, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2486, top1_acc: 0.5078, top5_acc: 0.7328, loss_cls: 2.1911, loss: 3.4396, grad_norm: 6.7799 2021-07-06 02:36:15,065 - mmaction - INFO - Epoch [67][1120/3757] lr: 1.000e-02, eta: 3 days, 22:18:59, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2441, top1_acc: 0.5273, top5_acc: 0.7523, loss_cls: 2.0975, loss: 3.3417, grad_norm: 6.7087 2021-07-06 02:36:36,022 - mmaction - INFO - Epoch [67][1140/3757] lr: 1.000e-02, eta: 3 days, 22:18:36, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2834, top1_acc: 0.5211, top5_acc: 0.7211, loss_cls: 2.2053, loss: 3.4887, grad_norm: 6.8436 2021-07-06 02:36:57,378 - mmaction - INFO - Epoch [67][1160/3757] lr: 1.000e-02, eta: 3 days, 22:18:14, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2511, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1183, loss: 3.3695, grad_norm: 6.8102 2021-07-06 02:37:18,491 - mmaction - INFO - Epoch [67][1180/3757] lr: 1.000e-02, eta: 3 days, 22:17:52, time: 1.058, data_time: 0.008, memory: 6921, loss_aux: 1.2958, top1_acc: 0.4984, top5_acc: 0.7234, loss_cls: 2.2341, loss: 3.5299, grad_norm: 6.9383 2021-07-06 02:37:39,744 - mmaction - INFO - Epoch [67][1200/3757] lr: 1.000e-02, eta: 3 days, 22:17:30, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2478, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1481, loss: 3.3959, grad_norm: 6.8380 2021-07-06 02:38:00,911 - mmaction - INFO - Epoch [67][1220/3757] lr: 1.000e-02, eta: 3 days, 22:17:08, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2550, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1472, loss: 3.4022, grad_norm: 6.8200 2021-07-06 02:38:23,017 - mmaction - INFO - Epoch [67][1240/3757] lr: 1.000e-02, eta: 3 days, 22:16:47, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2416, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1331, loss: 3.3748, grad_norm: 6.8135 2021-07-06 02:38:44,396 - mmaction - INFO - Epoch [67][1260/3757] lr: 1.000e-02, eta: 3 days, 22:16:25, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2495, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1359, loss: 3.3854, grad_norm: 6.8421 2021-07-06 02:39:05,440 - mmaction - INFO - Epoch [67][1280/3757] lr: 1.000e-02, eta: 3 days, 22:16:03, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1666, top1_acc: 0.5312, top5_acc: 0.7750, loss_cls: 1.9982, loss: 3.1648, grad_norm: 6.8305 2021-07-06 02:39:26,692 - mmaction - INFO - Epoch [67][1300/3757] lr: 1.000e-02, eta: 3 days, 22:15:41, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2894, top1_acc: 0.5031, top5_acc: 0.7406, loss_cls: 2.1827, loss: 3.4721, grad_norm: 6.8566 2021-07-06 02:39:47,945 - mmaction - INFO - Epoch [67][1320/3757] lr: 1.000e-02, eta: 3 days, 22:15:19, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2426, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.1287, loss: 3.3713, grad_norm: 6.6966 2021-07-06 02:40:09,329 - mmaction - INFO - Epoch [67][1340/3757] lr: 1.000e-02, eta: 3 days, 22:14:57, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2211, top1_acc: 0.5406, top5_acc: 0.7484, loss_cls: 2.0450, loss: 3.2661, grad_norm: 6.6191 2021-07-06 02:40:30,479 - mmaction - INFO - Epoch [67][1360/3757] lr: 1.000e-02, eta: 3 days, 22:14:35, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.2508, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1372, loss: 3.3880, grad_norm: 6.8809 2021-07-06 02:40:52,649 - mmaction - INFO - Epoch [67][1380/3757] lr: 1.000e-02, eta: 3 days, 22:14:14, time: 1.110, data_time: 0.031, memory: 6921, loss_aux: 1.2942, top1_acc: 0.5023, top5_acc: 0.7188, loss_cls: 2.2325, loss: 3.5267, grad_norm: 6.9189 2021-07-06 02:41:13,788 - mmaction - INFO - Epoch [67][1400/3757] lr: 1.000e-02, eta: 3 days, 22:13:52, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2543, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.1024, loss: 3.3567, grad_norm: 6.8460 2021-07-06 02:41:35,444 - mmaction - INFO - Epoch [67][1420/3757] lr: 1.000e-02, eta: 3 days, 22:13:30, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.1943, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 1.9830, loss: 3.1773, grad_norm: 6.8258 2021-07-06 02:41:56,282 - mmaction - INFO - Epoch [67][1440/3757] lr: 1.000e-02, eta: 3 days, 22:13:08, time: 1.043, data_time: 0.009, memory: 6921, loss_aux: 1.2373, top1_acc: 0.5016, top5_acc: 0.7289, loss_cls: 2.1596, loss: 3.3968, grad_norm: 6.8651 2021-07-06 02:42:17,561 - mmaction - INFO - Epoch [67][1460/3757] lr: 1.000e-02, eta: 3 days, 22:12:46, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2174, top1_acc: 0.5211, top5_acc: 0.7438, loss_cls: 2.0976, loss: 3.3150, grad_norm: 6.7496 2021-07-06 02:42:39,356 - mmaction - INFO - Epoch [67][1480/3757] lr: 1.000e-02, eta: 3 days, 22:12:24, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.1780, top1_acc: 0.5453, top5_acc: 0.7578, loss_cls: 1.9972, loss: 3.1752, grad_norm: 6.5840 2021-07-06 02:43:00,661 - mmaction - INFO - Epoch [67][1500/3757] lr: 1.000e-02, eta: 3 days, 22:12:02, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2362, top1_acc: 0.5008, top5_acc: 0.7492, loss_cls: 2.1149, loss: 3.3511, grad_norm: 6.7855 2021-07-06 02:43:22,233 - mmaction - INFO - Epoch [67][1520/3757] lr: 1.000e-02, eta: 3 days, 22:11:41, time: 1.081, data_time: 0.006, memory: 6921, loss_aux: 1.1784, top1_acc: 0.5109, top5_acc: 0.7570, loss_cls: 2.0637, loss: 3.2420, grad_norm: 6.6436 2021-07-06 02:43:43,705 - mmaction - INFO - Epoch [67][1540/3757] lr: 1.000e-02, eta: 3 days, 22:11:19, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.2423, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.1159, loss: 3.3583, grad_norm: 6.6629 2021-07-06 02:44:05,783 - mmaction - INFO - Epoch [67][1560/3757] lr: 1.000e-02, eta: 3 days, 22:10:58, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5008, top5_acc: 0.7289, loss_cls: 2.1881, loss: 3.4633, grad_norm: 6.8011 2021-07-06 02:44:26,921 - mmaction - INFO - Epoch [67][1580/3757] lr: 1.000e-02, eta: 3 days, 22:10:36, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.3126, top1_acc: 0.5094, top5_acc: 0.7211, loss_cls: 2.2441, loss: 3.5567, grad_norm: 6.8261 2021-07-06 02:44:49,066 - mmaction - INFO - Epoch [67][1600/3757] lr: 1.000e-02, eta: 3 days, 22:10:15, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.2667, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.2109, loss: 3.4776, grad_norm: 6.9061 2021-07-06 02:45:10,108 - mmaction - INFO - Epoch [67][1620/3757] lr: 1.000e-02, eta: 3 days, 22:09:53, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2437, top1_acc: 0.5305, top5_acc: 0.7445, loss_cls: 2.1010, loss: 3.3447, grad_norm: 6.6914 2021-07-06 02:45:31,136 - mmaction - INFO - Epoch [67][1640/3757] lr: 1.000e-02, eta: 3 days, 22:09:30, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2191, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.1064, loss: 3.3256, grad_norm: 6.9759 2021-07-06 02:45:53,192 - mmaction - INFO - Epoch [67][1660/3757] lr: 1.000e-02, eta: 3 days, 22:09:09, time: 1.104, data_time: 0.045, memory: 6921, loss_aux: 1.2160, top1_acc: 0.5156, top5_acc: 0.7359, loss_cls: 2.1129, loss: 3.3289, grad_norm: 6.9786 2021-07-06 02:46:14,291 - mmaction - INFO - Epoch [67][1680/3757] lr: 1.000e-02, eta: 3 days, 22:08:47, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2710, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.1440, loss: 3.4150, grad_norm: 6.7304 2021-07-06 02:46:35,339 - mmaction - INFO - Epoch [67][1700/3757] lr: 1.000e-02, eta: 3 days, 22:08:25, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.2702, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1325, loss: 3.4027, grad_norm: 6.8605 2021-07-06 02:46:56,647 - mmaction - INFO - Epoch [67][1720/3757] lr: 1.000e-02, eta: 3 days, 22:08:03, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2634, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1418, loss: 3.4052, grad_norm: 6.9128 2021-07-06 02:47:18,210 - mmaction - INFO - Epoch [67][1740/3757] lr: 1.000e-02, eta: 3 days, 22:07:41, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.3000, top1_acc: 0.4914, top5_acc: 0.7305, loss_cls: 2.2525, loss: 3.5525, grad_norm: 7.0597 2021-07-06 02:47:39,594 - mmaction - INFO - Epoch [67][1760/3757] lr: 1.000e-02, eta: 3 days, 22:07:20, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.2240, top1_acc: 0.5031, top5_acc: 0.7516, loss_cls: 2.0915, loss: 3.3156, grad_norm: 6.6997 2021-07-06 02:48:00,894 - mmaction - INFO - Epoch [67][1780/3757] lr: 1.000e-02, eta: 3 days, 22:06:58, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2531, top1_acc: 0.5352, top5_acc: 0.7406, loss_cls: 2.1048, loss: 3.3580, grad_norm: 6.7478 2021-07-06 02:48:22,038 - mmaction - INFO - Epoch [67][1800/3757] lr: 1.000e-02, eta: 3 days, 22:06:35, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2327, top1_acc: 0.5117, top5_acc: 0.7430, loss_cls: 2.1047, loss: 3.3374, grad_norm: 6.9522 2021-07-06 02:48:43,688 - mmaction - INFO - Epoch [67][1820/3757] lr: 1.000e-02, eta: 3 days, 22:06:14, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.2839, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.1700, loss: 3.4538, grad_norm: 6.9000 2021-07-06 02:49:05,596 - mmaction - INFO - Epoch [67][1840/3757] lr: 1.000e-02, eta: 3 days, 22:05:53, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.2588, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.1320, loss: 3.3908, grad_norm: 6.8165 2021-07-06 02:49:27,002 - mmaction - INFO - Epoch [67][1860/3757] lr: 1.000e-02, eta: 3 days, 22:05:31, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2584, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1465, loss: 3.4049, grad_norm: 6.8728 2021-07-06 02:49:48,181 - mmaction - INFO - Epoch [67][1880/3757] lr: 1.000e-02, eta: 3 days, 22:05:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2800, top1_acc: 0.5023, top5_acc: 0.7188, loss_cls: 2.2112, loss: 3.4912, grad_norm: 6.8522 2021-07-06 02:50:09,859 - mmaction - INFO - Epoch [67][1900/3757] lr: 1.000e-02, eta: 3 days, 22:04:47, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2527, top1_acc: 0.5109, top5_acc: 0.7359, loss_cls: 2.1553, loss: 3.4080, grad_norm: 6.8319 2021-07-06 02:50:31,432 - mmaction - INFO - Epoch [67][1920/3757] lr: 1.000e-02, eta: 3 days, 22:04:26, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2739, top1_acc: 0.5320, top5_acc: 0.7359, loss_cls: 2.1517, loss: 3.4256, grad_norm: 6.8841 2021-07-06 02:50:52,691 - mmaction - INFO - Epoch [67][1940/3757] lr: 1.000e-02, eta: 3 days, 22:04:04, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2243, top1_acc: 0.5109, top5_acc: 0.7531, loss_cls: 2.0821, loss: 3.3064, grad_norm: 6.9346 2021-07-06 02:51:13,822 - mmaction - INFO - Epoch [67][1960/3757] lr: 1.000e-02, eta: 3 days, 22:03:41, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2670, top1_acc: 0.5297, top5_acc: 0.7391, loss_cls: 2.1114, loss: 3.3784, grad_norm: 6.7568 2021-07-06 02:51:36,109 - mmaction - INFO - Epoch [67][1980/3757] lr: 1.000e-02, eta: 3 days, 22:03:21, time: 1.114, data_time: 0.001, memory: 6921, loss_aux: 1.2691, top1_acc: 0.5023, top5_acc: 0.7328, loss_cls: 2.1509, loss: 3.4200, grad_norm: 7.0797 2021-07-06 02:51:57,375 - mmaction - INFO - Epoch [67][2000/3757] lr: 1.000e-02, eta: 3 days, 22:02:59, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2407, top1_acc: 0.5125, top5_acc: 0.7297, loss_cls: 2.1327, loss: 3.3733, grad_norm: 7.0717 2021-07-06 02:52:18,608 - mmaction - INFO - Epoch [67][2020/3757] lr: 1.000e-02, eta: 3 days, 22:02:37, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2426, top1_acc: 0.5164, top5_acc: 0.7508, loss_cls: 2.0904, loss: 3.3330, grad_norm: 6.8926 2021-07-06 02:52:39,959 - mmaction - INFO - Epoch [67][2040/3757] lr: 1.000e-02, eta: 3 days, 22:02:15, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1581, loss: 3.4052, grad_norm: 6.8971 2021-07-06 02:53:01,223 - mmaction - INFO - Epoch [67][2060/3757] lr: 1.000e-02, eta: 3 days, 22:01:53, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.1960, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.0340, loss: 3.2300, grad_norm: 6.7692 2021-07-06 02:53:22,385 - mmaction - INFO - Epoch [67][2080/3757] lr: 1.000e-02, eta: 3 days, 22:01:31, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2449, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0998, loss: 3.3446, grad_norm: 6.9291 2021-07-06 02:53:44,871 - mmaction - INFO - Epoch [67][2100/3757] lr: 1.000e-02, eta: 3 days, 22:01:10, time: 1.124, data_time: 0.002, memory: 6921, loss_aux: 1.2111, top1_acc: 0.5242, top5_acc: 0.7562, loss_cls: 2.0639, loss: 3.2750, grad_norm: 6.9642 2021-07-06 02:54:05,983 - mmaction - INFO - Epoch [67][2120/3757] lr: 1.000e-02, eta: 3 days, 22:00:48, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2327, top1_acc: 0.5273, top5_acc: 0.7508, loss_cls: 2.0656, loss: 3.2982, grad_norm: 6.7732 2021-07-06 02:54:27,781 - mmaction - INFO - Epoch [67][2140/3757] lr: 1.000e-02, eta: 3 days, 22:00:27, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2493, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1135, loss: 3.3629, grad_norm: 6.9840 2021-07-06 02:54:48,890 - mmaction - INFO - Epoch [67][2160/3757] lr: 1.000e-02, eta: 3 days, 22:00:04, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2723, top1_acc: 0.5047, top5_acc: 0.7430, loss_cls: 2.1543, loss: 3.4266, grad_norm: 6.8051 2021-07-06 02:55:11,360 - mmaction - INFO - Epoch [67][2180/3757] lr: 1.000e-02, eta: 3 days, 21:59:44, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 1.2583, top1_acc: 0.5148, top5_acc: 0.7359, loss_cls: 2.1379, loss: 3.3962, grad_norm: 6.8980 2021-07-06 02:55:32,402 - mmaction - INFO - Epoch [67][2200/3757] lr: 1.000e-02, eta: 3 days, 21:59:22, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2777, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1759, loss: 3.4536, grad_norm: 6.7630 2021-07-06 02:55:54,354 - mmaction - INFO - Epoch [67][2220/3757] lr: 1.000e-02, eta: 3 days, 21:59:00, time: 1.096, data_time: 0.001, memory: 6921, loss_aux: 1.2605, top1_acc: 0.5312, top5_acc: 0.7484, loss_cls: 2.1098, loss: 3.3702, grad_norm: 6.6646 2021-07-06 02:56:15,552 - mmaction - INFO - Epoch [67][2240/3757] lr: 1.000e-02, eta: 3 days, 21:58:38, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2688, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1662, loss: 3.4351, grad_norm: 6.9243 2021-07-06 02:56:37,374 - mmaction - INFO - Epoch [67][2260/3757] lr: 1.000e-02, eta: 3 days, 21:58:17, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.2718, top1_acc: 0.5164, top5_acc: 0.7328, loss_cls: 2.1473, loss: 3.4191, grad_norm: 6.9599 2021-07-06 02:56:58,254 - mmaction - INFO - Epoch [67][2280/3757] lr: 1.000e-02, eta: 3 days, 21:57:55, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.3028, top1_acc: 0.4977, top5_acc: 0.7312, loss_cls: 2.1946, loss: 3.4974, grad_norm: 6.8122 2021-07-06 02:57:19,562 - mmaction - INFO - Epoch [67][2300/3757] lr: 1.000e-02, eta: 3 days, 21:57:33, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.3021, top1_acc: 0.4906, top5_acc: 0.7336, loss_cls: 2.2346, loss: 3.5367, grad_norm: 6.9017 2021-07-06 02:57:40,824 - mmaction - INFO - Epoch [67][2320/3757] lr: 1.000e-02, eta: 3 days, 21:57:11, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2796, top1_acc: 0.5227, top5_acc: 0.7250, loss_cls: 2.1884, loss: 3.4681, grad_norm: 6.8487 2021-07-06 02:58:02,087 - mmaction - INFO - Epoch [67][2340/3757] lr: 1.000e-02, eta: 3 days, 21:56:49, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3116, top1_acc: 0.4945, top5_acc: 0.7398, loss_cls: 2.2085, loss: 3.5201, grad_norm: 7.0292 2021-07-06 02:58:23,671 - mmaction - INFO - Epoch [67][2360/3757] lr: 1.000e-02, eta: 3 days, 21:56:27, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2676, top1_acc: 0.5172, top5_acc: 0.7484, loss_cls: 2.1576, loss: 3.4252, grad_norm: 6.7878 2021-07-06 02:58:44,770 - mmaction - INFO - Epoch [67][2380/3757] lr: 1.000e-02, eta: 3 days, 21:56:05, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2436, top1_acc: 0.5203, top5_acc: 0.7336, loss_cls: 2.1033, loss: 3.3469, grad_norm: 6.6638 2021-07-06 02:59:06,119 - mmaction - INFO - Epoch [67][2400/3757] lr: 1.000e-02, eta: 3 days, 21:55:43, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.3197, top1_acc: 0.5008, top5_acc: 0.7172, loss_cls: 2.2450, loss: 3.5648, grad_norm: 6.9625 2021-07-06 02:59:27,395 - mmaction - INFO - Epoch [67][2420/3757] lr: 1.000e-02, eta: 3 days, 21:55:21, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3089, top1_acc: 0.4883, top5_acc: 0.7164, loss_cls: 2.2798, loss: 3.5886, grad_norm: 7.0657 2021-07-06 02:59:48,800 - mmaction - INFO - Epoch [67][2440/3757] lr: 1.000e-02, eta: 3 days, 21:54:59, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.3021, top1_acc: 0.4953, top5_acc: 0.7156, loss_cls: 2.2632, loss: 3.5653, grad_norm: 6.7689 2021-07-06 03:00:10,355 - mmaction - INFO - Epoch [67][2460/3757] lr: 1.000e-02, eta: 3 days, 21:54:37, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2530, top1_acc: 0.5289, top5_acc: 0.7445, loss_cls: 2.1047, loss: 3.3577, grad_norm: 6.7361 2021-07-06 03:00:31,449 - mmaction - INFO - Epoch [67][2480/3757] lr: 1.000e-02, eta: 3 days, 21:54:15, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2364, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1618, loss: 3.3982, grad_norm: 6.7437 2021-07-06 03:00:52,607 - mmaction - INFO - Epoch [67][2500/3757] lr: 1.000e-02, eta: 3 days, 21:53:53, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2436, top1_acc: 0.5188, top5_acc: 0.7414, loss_cls: 2.1273, loss: 3.3709, grad_norm: 6.8428 2021-07-06 03:01:13,673 - mmaction - INFO - Epoch [67][2520/3757] lr: 1.000e-02, eta: 3 days, 21:53:31, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2913, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.1632, loss: 3.4545, grad_norm: 6.9056 2021-07-06 03:01:34,937 - mmaction - INFO - Epoch [67][2540/3757] lr: 1.000e-02, eta: 3 days, 21:53:09, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.3401, top1_acc: 0.4641, top5_acc: 0.7039, loss_cls: 2.3490, loss: 3.6891, grad_norm: 7.0567 2021-07-06 03:01:56,409 - mmaction - INFO - Epoch [67][2560/3757] lr: 1.000e-02, eta: 3 days, 21:52:47, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2507, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1227, loss: 3.3734, grad_norm: 6.6570 2021-07-06 03:02:17,522 - mmaction - INFO - Epoch [67][2580/3757] lr: 1.000e-02, eta: 3 days, 21:52:25, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2705, top1_acc: 0.5055, top5_acc: 0.7219, loss_cls: 2.2111, loss: 3.4815, grad_norm: 6.8650 2021-07-06 03:02:38,522 - mmaction - INFO - Epoch [67][2600/3757] lr: 1.000e-02, eta: 3 days, 21:52:03, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2861, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.2212, loss: 3.5072, grad_norm: 6.7735 2021-07-06 03:02:59,804 - mmaction - INFO - Epoch [67][2620/3757] lr: 1.000e-02, eta: 3 days, 21:51:41, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2386, top1_acc: 0.5414, top5_acc: 0.7453, loss_cls: 2.0748, loss: 3.3134, grad_norm: 6.6837 2021-07-06 03:03:21,781 - mmaction - INFO - Epoch [67][2640/3757] lr: 1.000e-02, eta: 3 days, 21:51:19, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.1953, top1_acc: 0.5383, top5_acc: 0.7625, loss_cls: 2.0330, loss: 3.2283, grad_norm: 6.7265 2021-07-06 03:03:43,898 - mmaction - INFO - Epoch [67][2660/3757] lr: 1.000e-02, eta: 3 days, 21:50:59, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2830, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.1835, loss: 3.4665, grad_norm: 6.9530 2021-07-06 03:04:04,772 - mmaction - INFO - Epoch [67][2680/3757] lr: 1.000e-02, eta: 3 days, 21:50:36, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 1.2444, top1_acc: 0.5086, top5_acc: 0.7500, loss_cls: 2.1143, loss: 3.3587, grad_norm: 6.8775 2021-07-06 03:04:26,155 - mmaction - INFO - Epoch [67][2700/3757] lr: 1.000e-02, eta: 3 days, 21:50:14, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.2512, top1_acc: 0.5219, top5_acc: 0.7336, loss_cls: 2.1199, loss: 3.3712, grad_norm: 6.8183 2021-07-06 03:04:47,929 - mmaction - INFO - Epoch [67][2720/3757] lr: 1.000e-02, eta: 3 days, 21:49:53, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.2030, top1_acc: 0.5383, top5_acc: 0.7516, loss_cls: 2.0440, loss: 3.2470, grad_norm: 6.7011 2021-07-06 03:05:09,747 - mmaction - INFO - Epoch [67][2740/3757] lr: 1.000e-02, eta: 3 days, 21:49:31, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.2179, top1_acc: 0.5086, top5_acc: 0.7531, loss_cls: 2.0788, loss: 3.2967, grad_norm: 6.6278 2021-07-06 03:05:31,057 - mmaction - INFO - Epoch [67][2760/3757] lr: 1.000e-02, eta: 3 days, 21:49:09, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2655, top1_acc: 0.4984, top5_acc: 0.7203, loss_cls: 2.2086, loss: 3.4741, grad_norm: 7.1501 2021-07-06 03:05:52,265 - mmaction - INFO - Epoch [67][2780/3757] lr: 1.000e-02, eta: 3 days, 21:48:47, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3054, top1_acc: 0.4914, top5_acc: 0.7453, loss_cls: 2.1882, loss: 3.4936, grad_norm: 7.0260 2021-07-06 03:06:13,904 - mmaction - INFO - Epoch [67][2800/3757] lr: 1.000e-02, eta: 3 days, 21:48:26, time: 1.082, data_time: 0.001, memory: 6921, loss_aux: 1.2801, top1_acc: 0.5062, top5_acc: 0.7133, loss_cls: 2.2187, loss: 3.4987, grad_norm: 6.7690 2021-07-06 03:06:34,929 - mmaction - INFO - Epoch [67][2820/3757] lr: 1.000e-02, eta: 3 days, 21:48:04, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2469, top1_acc: 0.5320, top5_acc: 0.7492, loss_cls: 2.1324, loss: 3.3793, grad_norm: 6.6446 2021-07-06 03:06:56,640 - mmaction - INFO - Epoch [67][2840/3757] lr: 1.000e-02, eta: 3 days, 21:47:42, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2472, top1_acc: 0.5117, top5_acc: 0.7312, loss_cls: 2.1453, loss: 3.3925, grad_norm: 6.9669 2021-07-06 03:07:18,772 - mmaction - INFO - Epoch [67][2860/3757] lr: 1.000e-02, eta: 3 days, 21:47:21, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.2678, top1_acc: 0.5148, top5_acc: 0.7438, loss_cls: 2.1295, loss: 3.3973, grad_norm: 6.9222 2021-07-06 03:07:39,828 - mmaction - INFO - Epoch [67][2880/3757] lr: 1.000e-02, eta: 3 days, 21:46:59, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2314, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.1015, loss: 3.3329, grad_norm: 6.6717 2021-07-06 03:08:00,675 - mmaction - INFO - Epoch [67][2900/3757] lr: 1.000e-02, eta: 3 days, 21:46:36, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.2852, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.1712, loss: 3.4564, grad_norm: 6.9434 2021-07-06 03:08:21,689 - mmaction - INFO - Epoch [67][2920/3757] lr: 1.000e-02, eta: 3 days, 21:46:14, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2735, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.1845, loss: 3.4580, grad_norm: 6.8867 2021-07-06 03:08:42,860 - mmaction - INFO - Epoch [67][2940/3757] lr: 1.000e-02, eta: 3 days, 21:45:52, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2274, top1_acc: 0.5258, top5_acc: 0.7531, loss_cls: 2.0562, loss: 3.2836, grad_norm: 6.6915 2021-07-06 03:09:05,215 - mmaction - INFO - Epoch [67][2960/3757] lr: 1.000e-02, eta: 3 days, 21:45:31, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2039, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0609, loss: 3.2647, grad_norm: 7.1071 2021-07-06 03:09:26,416 - mmaction - INFO - Epoch [67][2980/3757] lr: 1.000e-02, eta: 3 days, 21:45:09, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2589, top1_acc: 0.5156, top5_acc: 0.7227, loss_cls: 2.2085, loss: 3.4674, grad_norm: 6.9971 2021-07-06 03:09:47,639 - mmaction - INFO - Epoch [67][3000/3757] lr: 1.000e-02, eta: 3 days, 21:44:47, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2469, top1_acc: 0.5211, top5_acc: 0.7703, loss_cls: 2.0714, loss: 3.3184, grad_norm: 6.7386 2021-07-06 03:10:09,241 - mmaction - INFO - Epoch [67][3020/3757] lr: 1.000e-02, eta: 3 days, 21:44:26, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2643, top1_acc: 0.5148, top5_acc: 0.7539, loss_cls: 2.1449, loss: 3.4091, grad_norm: 6.8698 2021-07-06 03:10:31,451 - mmaction - INFO - Epoch [67][3040/3757] lr: 1.000e-02, eta: 3 days, 21:44:05, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.2576, top1_acc: 0.5203, top5_acc: 0.7391, loss_cls: 2.1349, loss: 3.3925, grad_norm: 6.8607 2021-07-06 03:10:52,755 - mmaction - INFO - Epoch [67][3060/3757] lr: 1.000e-02, eta: 3 days, 21:43:43, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2933, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.2085, loss: 3.5018, grad_norm: 7.0915 2021-07-06 03:11:13,917 - mmaction - INFO - Epoch [67][3080/3757] lr: 1.000e-02, eta: 3 days, 21:43:21, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2376, top1_acc: 0.5320, top5_acc: 0.7625, loss_cls: 2.0504, loss: 3.2880, grad_norm: 6.8256 2021-07-06 03:11:35,054 - mmaction - INFO - Epoch [67][3100/3757] lr: 1.000e-02, eta: 3 days, 21:42:59, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2465, top1_acc: 0.5062, top5_acc: 0.7398, loss_cls: 2.1633, loss: 3.4098, grad_norm: 6.8318 2021-07-06 03:11:56,575 - mmaction - INFO - Epoch [67][3120/3757] lr: 1.000e-02, eta: 3 days, 21:42:37, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.3048, top1_acc: 0.5000, top5_acc: 0.7164, loss_cls: 2.2159, loss: 3.5206, grad_norm: 6.8350 2021-07-06 03:12:17,843 - mmaction - INFO - Epoch [67][3140/3757] lr: 1.000e-02, eta: 3 days, 21:42:15, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2810, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2295, loss: 3.5105, grad_norm: 6.8006 2021-07-06 03:12:38,961 - mmaction - INFO - Epoch [67][3160/3757] lr: 1.000e-02, eta: 3 days, 21:41:53, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.3081, top1_acc: 0.4789, top5_acc: 0.7125, loss_cls: 2.3063, loss: 3.6145, grad_norm: 6.9669 2021-07-06 03:13:01,157 - mmaction - INFO - Epoch [67][3180/3757] lr: 1.000e-02, eta: 3 days, 21:41:32, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 1.2911, top1_acc: 0.4945, top5_acc: 0.7125, loss_cls: 2.2334, loss: 3.5244, grad_norm: 6.9150 2021-07-06 03:13:22,231 - mmaction - INFO - Epoch [67][3200/3757] lr: 1.000e-02, eta: 3 days, 21:41:10, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2811, top1_acc: 0.4992, top5_acc: 0.7445, loss_cls: 2.1223, loss: 3.4033, grad_norm: 6.9852 2021-07-06 03:13:43,840 - mmaction - INFO - Epoch [67][3220/3757] lr: 1.000e-02, eta: 3 days, 21:40:48, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2966, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1711, loss: 3.4676, grad_norm: 7.1192 2021-07-06 03:14:05,334 - mmaction - INFO - Epoch [67][3240/3757] lr: 1.000e-02, eta: 3 days, 21:40:26, time: 1.076, data_time: 0.022, memory: 6921, loss_aux: 1.2531, top1_acc: 0.5070, top5_acc: 0.7352, loss_cls: 2.1458, loss: 3.3988, grad_norm: 6.8036 2021-07-06 03:14:27,438 - mmaction - INFO - Epoch [67][3260/3757] lr: 1.000e-02, eta: 3 days, 21:40:05, time: 1.105, data_time: 0.057, memory: 6921, loss_aux: 1.2525, top1_acc: 0.5016, top5_acc: 0.7531, loss_cls: 2.1221, loss: 3.3747, grad_norm: 6.9777 2021-07-06 03:14:48,500 - mmaction - INFO - Epoch [67][3280/3757] lr: 1.000e-02, eta: 3 days, 21:39:43, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2475, top1_acc: 0.5422, top5_acc: 0.7586, loss_cls: 2.0981, loss: 3.3456, grad_norm: 6.8950 2021-07-06 03:15:10,289 - mmaction - INFO - Epoch [67][3300/3757] lr: 1.000e-02, eta: 3 days, 21:39:22, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.2282, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 2.0448, loss: 3.2730, grad_norm: 6.7657 2021-07-06 03:15:31,135 - mmaction - INFO - Epoch [67][3320/3757] lr: 1.000e-02, eta: 3 days, 21:38:59, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.2949, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1680, loss: 3.4629, grad_norm: 6.9900 2021-07-06 03:15:52,505 - mmaction - INFO - Epoch [67][3340/3757] lr: 1.000e-02, eta: 3 days, 21:38:37, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5109, top5_acc: 0.7570, loss_cls: 2.1118, loss: 3.3726, grad_norm: 7.0957 2021-07-06 03:16:13,855 - mmaction - INFO - Epoch [67][3360/3757] lr: 1.000e-02, eta: 3 days, 21:38:15, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2728, top1_acc: 0.5039, top5_acc: 0.7234, loss_cls: 2.1997, loss: 3.4725, grad_norm: 6.8270 2021-07-06 03:16:35,144 - mmaction - INFO - Epoch [67][3380/3757] lr: 1.000e-02, eta: 3 days, 21:37:53, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2594, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1440, loss: 3.4034, grad_norm: 6.7688 2021-07-06 03:16:56,420 - mmaction - INFO - Epoch [67][3400/3757] lr: 1.000e-02, eta: 3 days, 21:37:32, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2975, top1_acc: 0.5172, top5_acc: 0.7305, loss_cls: 2.2017, loss: 3.4992, grad_norm: 6.9809 2021-07-06 03:17:19,069 - mmaction - INFO - Epoch [67][3420/3757] lr: 1.000e-02, eta: 3 days, 21:37:11, time: 1.132, data_time: 0.002, memory: 6921, loss_aux: 1.2460, top1_acc: 0.5055, top5_acc: 0.7570, loss_cls: 2.1316, loss: 3.3776, grad_norm: 6.8528 2021-07-06 03:17:40,226 - mmaction - INFO - Epoch [67][3440/3757] lr: 1.000e-02, eta: 3 days, 21:36:49, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2883, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1657, loss: 3.4539, grad_norm: 6.8818 2021-07-06 03:18:01,342 - mmaction - INFO - Epoch [67][3460/3757] lr: 1.000e-02, eta: 3 days, 21:36:27, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2440, top1_acc: 0.5133, top5_acc: 0.7344, loss_cls: 2.1481, loss: 3.3921, grad_norm: 6.7846 2021-07-06 03:18:23,725 - mmaction - INFO - Epoch [67][3480/3757] lr: 1.000e-02, eta: 3 days, 21:36:06, time: 1.118, data_time: 0.001, memory: 6921, loss_aux: 1.2495, top1_acc: 0.5281, top5_acc: 0.7422, loss_cls: 2.1012, loss: 3.3507, grad_norm: 6.7102 2021-07-06 03:18:44,835 - mmaction - INFO - Epoch [67][3500/3757] lr: 1.000e-02, eta: 3 days, 21:35:44, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2501, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0705, loss: 3.3206, grad_norm: 6.7288 2021-07-06 03:19:06,372 - mmaction - INFO - Epoch [67][3520/3757] lr: 1.000e-02, eta: 3 days, 21:35:22, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.2693, top1_acc: 0.5148, top5_acc: 0.7375, loss_cls: 2.1367, loss: 3.4059, grad_norm: 6.8482 2021-07-06 03:19:28,126 - mmaction - INFO - Epoch [67][3540/3757] lr: 1.000e-02, eta: 3 days, 21:35:01, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.3020, top1_acc: 0.4859, top5_acc: 0.7117, loss_cls: 2.2290, loss: 3.5310, grad_norm: 6.7624 2021-07-06 03:19:49,938 - mmaction - INFO - Epoch [67][3560/3757] lr: 1.000e-02, eta: 3 days, 21:34:40, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.2784, top1_acc: 0.4906, top5_acc: 0.7266, loss_cls: 2.1874, loss: 3.4658, grad_norm: 6.9886 2021-07-06 03:20:11,788 - mmaction - INFO - Epoch [67][3580/3757] lr: 1.000e-02, eta: 3 days, 21:34:18, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.3213, top1_acc: 0.4859, top5_acc: 0.7156, loss_cls: 2.2844, loss: 3.6057, grad_norm: 7.0598 2021-07-06 03:20:32,888 - mmaction - INFO - Epoch [67][3600/3757] lr: 1.000e-02, eta: 3 days, 21:33:56, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2731, top1_acc: 0.4969, top5_acc: 0.7391, loss_cls: 2.1670, loss: 3.4400, grad_norm: 6.8130 2021-07-06 03:20:53,836 - mmaction - INFO - Epoch [67][3620/3757] lr: 1.000e-02, eta: 3 days, 21:33:34, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2738, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1436, loss: 3.4174, grad_norm: 6.8255 2021-07-06 03:21:15,062 - mmaction - INFO - Epoch [67][3640/3757] lr: 1.000e-02, eta: 3 days, 21:33:12, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2802, top1_acc: 0.4914, top5_acc: 0.7414, loss_cls: 2.1975, loss: 3.4777, grad_norm: 6.7592 2021-07-06 03:21:37,032 - mmaction - INFO - Epoch [67][3660/3757] lr: 1.000e-02, eta: 3 days, 21:32:51, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2648, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1780, loss: 3.4428, grad_norm: 6.8919 2021-07-06 03:21:58,066 - mmaction - INFO - Epoch [67][3680/3757] lr: 1.000e-02, eta: 3 days, 21:32:28, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2282, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0717, loss: 3.2998, grad_norm: 6.8034 2021-07-06 03:22:19,660 - mmaction - INFO - Epoch [67][3700/3757] lr: 1.000e-02, eta: 3 days, 21:32:07, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5055, top5_acc: 0.7211, loss_cls: 2.1549, loss: 3.4157, grad_norm: 6.8012 2021-07-06 03:22:40,920 - mmaction - INFO - Epoch [67][3720/3757] lr: 1.000e-02, eta: 3 days, 21:31:45, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2315, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.0751, loss: 3.3066, grad_norm: 6.7597 2021-07-06 03:23:02,545 - mmaction - INFO - Epoch [67][3740/3757] lr: 1.000e-02, eta: 3 days, 21:31:23, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.3016, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.2184, loss: 3.5201, grad_norm: 6.7307 2021-07-06 03:23:20,624 - mmaction - INFO - Saving checkpoint at 67 epochs 2021-07-06 03:24:23,626 - mmaction - INFO - Epoch [68][20/3757] lr: 1.000e-02, eta: 3 days, 21:31:10, time: 3.070, data_time: 2.026, memory: 6921, loss_aux: 1.3085, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2009, loss: 3.5094, grad_norm: 7.0218 2021-07-06 03:24:46,807 - mmaction - INFO - Epoch [68][40/3757] lr: 1.000e-02, eta: 3 days, 21:30:50, time: 1.158, data_time: 0.002, memory: 6921, loss_aux: 1.2509, top1_acc: 0.5070, top5_acc: 0.7461, loss_cls: 2.1065, loss: 3.3574, grad_norm: 6.9517 2021-07-06 03:25:07,968 - mmaction - INFO - Epoch [68][60/3757] lr: 1.000e-02, eta: 3 days, 21:30:28, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2100, top1_acc: 0.5406, top5_acc: 0.7461, loss_cls: 2.0613, loss: 3.2713, grad_norm: 6.7219 2021-07-06 03:25:29,053 - mmaction - INFO - Epoch [68][80/3757] lr: 1.000e-02, eta: 3 days, 21:30:06, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2218, top1_acc: 0.5250, top5_acc: 0.7352, loss_cls: 2.0933, loss: 3.3151, grad_norm: 6.6235 2021-07-06 03:25:51,071 - mmaction - INFO - Epoch [68][100/3757] lr: 1.000e-02, eta: 3 days, 21:29:45, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 1.2429, top1_acc: 0.5242, top5_acc: 0.7422, loss_cls: 2.0886, loss: 3.3314, grad_norm: 6.7506 2021-07-06 03:26:12,199 - mmaction - INFO - Epoch [68][120/3757] lr: 1.000e-02, eta: 3 days, 21:29:23, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 1.2405, top1_acc: 0.5102, top5_acc: 0.7352, loss_cls: 2.1428, loss: 3.3833, grad_norm: 6.8182 2021-07-06 03:26:34,828 - mmaction - INFO - Epoch [68][140/3757] lr: 1.000e-02, eta: 3 days, 21:29:02, time: 1.134, data_time: 0.068, memory: 6921, loss_aux: 1.2786, top1_acc: 0.5195, top5_acc: 0.7312, loss_cls: 2.1560, loss: 3.4346, grad_norm: 6.6613 2021-07-06 03:26:56,017 - mmaction - INFO - Epoch [68][160/3757] lr: 1.000e-02, eta: 3 days, 21:28:40, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2203, top1_acc: 0.5188, top5_acc: 0.7688, loss_cls: 2.0592, loss: 3.2795, grad_norm: 6.8623 2021-07-06 03:27:18,110 - mmaction - INFO - Epoch [68][180/3757] lr: 1.000e-02, eta: 3 days, 21:28:19, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.2664, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.1654, loss: 3.4318, grad_norm: 6.9789 2021-07-06 03:27:39,230 - mmaction - INFO - Epoch [68][200/3757] lr: 1.000e-02, eta: 3 days, 21:27:57, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2166, top1_acc: 0.5469, top5_acc: 0.7508, loss_cls: 2.0724, loss: 3.2890, grad_norm: 6.9435 2021-07-06 03:28:00,426 - mmaction - INFO - Epoch [68][220/3757] lr: 1.000e-02, eta: 3 days, 21:27:35, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2562, top1_acc: 0.5195, top5_acc: 0.7664, loss_cls: 2.1018, loss: 3.3580, grad_norm: 7.0114 2021-07-06 03:28:22,147 - mmaction - INFO - Epoch [68][240/3757] lr: 1.000e-02, eta: 3 days, 21:27:14, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.2224, top1_acc: 0.5312, top5_acc: 0.7367, loss_cls: 2.0516, loss: 3.2740, grad_norm: 6.6892 2021-07-06 03:28:44,239 - mmaction - INFO - Epoch [68][260/3757] lr: 1.000e-02, eta: 3 days, 21:26:53, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.2696, top1_acc: 0.4961, top5_acc: 0.7289, loss_cls: 2.1941, loss: 3.4637, grad_norm: 6.9149 2021-07-06 03:29:06,745 - mmaction - INFO - Epoch [68][280/3757] lr: 1.000e-02, eta: 3 days, 21:26:32, time: 1.125, data_time: 0.003, memory: 6921, loss_aux: 1.2337, top1_acc: 0.5164, top5_acc: 0.7414, loss_cls: 2.0703, loss: 3.3040, grad_norm: 6.5685 2021-07-06 03:29:28,348 - mmaction - INFO - Epoch [68][300/3757] lr: 1.000e-02, eta: 3 days, 21:26:11, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2399, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.0811, loss: 3.3210, grad_norm: 6.7626 2021-07-06 03:29:49,738 - mmaction - INFO - Epoch [68][320/3757] lr: 1.000e-02, eta: 3 days, 21:25:49, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.2412, top1_acc: 0.5328, top5_acc: 0.7445, loss_cls: 2.0714, loss: 3.3126, grad_norm: 6.6789 2021-07-06 03:30:10,950 - mmaction - INFO - Epoch [68][340/3757] lr: 1.000e-02, eta: 3 days, 21:25:27, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2485, top1_acc: 0.5242, top5_acc: 0.7391, loss_cls: 2.0787, loss: 3.3273, grad_norm: 7.0209 2021-07-06 03:30:33,019 - mmaction - INFO - Epoch [68][360/3757] lr: 1.000e-02, eta: 3 days, 21:25:06, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.2017, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 2.0351, loss: 3.2368, grad_norm: 6.7163 2021-07-06 03:30:54,472 - mmaction - INFO - Epoch [68][380/3757] lr: 1.000e-02, eta: 3 days, 21:24:44, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2674, top1_acc: 0.4977, top5_acc: 0.7297, loss_cls: 2.1742, loss: 3.4417, grad_norm: 7.0610 2021-07-06 03:31:15,584 - mmaction - INFO - Epoch [68][400/3757] lr: 1.000e-02, eta: 3 days, 21:24:22, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2412, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.1135, loss: 3.3548, grad_norm: 6.7423 2021-07-06 03:31:37,317 - mmaction - INFO - Epoch [68][420/3757] lr: 1.000e-02, eta: 3 days, 21:24:00, time: 1.088, data_time: 0.017, memory: 6921, loss_aux: 1.2507, top1_acc: 0.5367, top5_acc: 0.7602, loss_cls: 2.0264, loss: 3.2771, grad_norm: 6.6516 2021-07-06 03:31:58,514 - mmaction - INFO - Epoch [68][440/3757] lr: 1.000e-02, eta: 3 days, 21:23:38, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2523, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1114, loss: 3.3637, grad_norm: 7.0854 2021-07-06 03:32:20,226 - mmaction - INFO - Epoch [68][460/3757] lr: 1.000e-02, eta: 3 days, 21:23:17, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.2565, top1_acc: 0.5039, top5_acc: 0.7305, loss_cls: 2.1700, loss: 3.4265, grad_norm: 6.9045 2021-07-06 03:32:42,557 - mmaction - INFO - Epoch [68][480/3757] lr: 1.000e-02, eta: 3 days, 21:22:56, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 1.2163, top1_acc: 0.5352, top5_acc: 0.7531, loss_cls: 1.9879, loss: 3.2041, grad_norm: 6.6792 2021-07-06 03:33:03,610 - mmaction - INFO - Epoch [68][500/3757] lr: 1.000e-02, eta: 3 days, 21:22:34, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2505, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.1410, loss: 3.3915, grad_norm: 6.7979 2021-07-06 03:33:25,456 - mmaction - INFO - Epoch [68][520/3757] lr: 1.000e-02, eta: 3 days, 21:22:12, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.2583, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1003, loss: 3.3586, grad_norm: 6.6197 2021-07-06 03:33:46,676 - mmaction - INFO - Epoch [68][540/3757] lr: 1.000e-02, eta: 3 days, 21:21:50, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2592, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.1513, loss: 3.4105, grad_norm: 6.8887 2021-07-06 03:34:07,950 - mmaction - INFO - Epoch [68][560/3757] lr: 1.000e-02, eta: 3 days, 21:21:28, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5117, top5_acc: 0.7359, loss_cls: 2.1253, loss: 3.3723, grad_norm: 6.7248 2021-07-06 03:34:29,972 - mmaction - INFO - Epoch [68][580/3757] lr: 1.000e-02, eta: 3 days, 21:21:07, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2659, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.1289, loss: 3.3948, grad_norm: 6.8705 2021-07-06 03:34:51,514 - mmaction - INFO - Epoch [68][600/3757] lr: 1.000e-02, eta: 3 days, 21:20:46, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.2330, top1_acc: 0.5117, top5_acc: 0.7188, loss_cls: 2.1722, loss: 3.4053, grad_norm: 6.7922 2021-07-06 03:35:13,355 - mmaction - INFO - Epoch [68][620/3757] lr: 1.000e-02, eta: 3 days, 21:20:24, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5242, top5_acc: 0.7336, loss_cls: 2.1257, loss: 3.3824, grad_norm: 6.6757 2021-07-06 03:35:34,629 - mmaction - INFO - Epoch [68][640/3757] lr: 1.000e-02, eta: 3 days, 21:20:02, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2308, top1_acc: 0.5188, top5_acc: 0.7414, loss_cls: 2.0942, loss: 3.3250, grad_norm: 7.0879 2021-07-06 03:35:56,462 - mmaction - INFO - Epoch [68][660/3757] lr: 1.000e-02, eta: 3 days, 21:19:41, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2037, top1_acc: 0.5266, top5_acc: 0.7562, loss_cls: 2.0378, loss: 3.2415, grad_norm: 6.7866 2021-07-06 03:36:19,814 - mmaction - INFO - Epoch [68][680/3757] lr: 1.000e-02, eta: 3 days, 21:19:22, time: 1.167, data_time: 0.003, memory: 6921, loss_aux: 1.2739, top1_acc: 0.5070, top5_acc: 0.7383, loss_cls: 2.1782, loss: 3.4520, grad_norm: 6.8906 2021-07-06 03:36:40,906 - mmaction - INFO - Epoch [68][700/3757] lr: 1.000e-02, eta: 3 days, 21:18:59, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2315, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.0955, loss: 3.3270, grad_norm: 6.7965 2021-07-06 03:37:02,563 - mmaction - INFO - Epoch [68][720/3757] lr: 1.000e-02, eta: 3 days, 21:18:38, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2495, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.0576, loss: 3.3071, grad_norm: 6.6936 2021-07-06 03:37:23,774 - mmaction - INFO - Epoch [68][740/3757] lr: 1.000e-02, eta: 3 days, 21:18:16, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2781, top1_acc: 0.5016, top5_acc: 0.7203, loss_cls: 2.2432, loss: 3.5213, grad_norm: 6.8247 2021-07-06 03:37:45,638 - mmaction - INFO - Epoch [68][760/3757] lr: 1.000e-02, eta: 3 days, 21:17:55, time: 1.094, data_time: 0.043, memory: 6921, loss_aux: 1.2389, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.1007, loss: 3.3397, grad_norm: 6.7521 2021-07-06 03:38:07,764 - mmaction - INFO - Epoch [68][780/3757] lr: 1.000e-02, eta: 3 days, 21:17:34, time: 1.107, data_time: 0.071, memory: 6921, loss_aux: 1.2236, top1_acc: 0.5141, top5_acc: 0.7672, loss_cls: 2.0547, loss: 3.2783, grad_norm: 6.8447 2021-07-06 03:38:28,858 - mmaction - INFO - Epoch [68][800/3757] lr: 1.000e-02, eta: 3 days, 21:17:11, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2185, top1_acc: 0.5211, top5_acc: 0.7508, loss_cls: 2.0703, loss: 3.2888, grad_norm: 6.7016 2021-07-06 03:38:50,016 - mmaction - INFO - Epoch [68][820/3757] lr: 1.000e-02, eta: 3 days, 21:16:49, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.2477, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0940, loss: 3.3417, grad_norm: 6.7486 2021-07-06 03:39:12,137 - mmaction - INFO - Epoch [68][840/3757] lr: 1.000e-02, eta: 3 days, 21:16:28, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.2231, top1_acc: 0.5227, top5_acc: 0.7531, loss_cls: 2.0760, loss: 3.2991, grad_norm: 6.6803 2021-07-06 03:39:34,409 - mmaction - INFO - Epoch [68][860/3757] lr: 1.000e-02, eta: 3 days, 21:16:08, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.2629, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1540, loss: 3.4169, grad_norm: 6.6770 2021-07-06 03:39:56,072 - mmaction - INFO - Epoch [68][880/3757] lr: 1.000e-02, eta: 3 days, 21:15:46, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2861, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.2054, loss: 3.4915, grad_norm: 6.9452 2021-07-06 03:40:17,970 - mmaction - INFO - Epoch [68][900/3757] lr: 1.000e-02, eta: 3 days, 21:15:25, time: 1.097, data_time: 0.005, memory: 6921, loss_aux: 1.2760, top1_acc: 0.5023, top5_acc: 0.7211, loss_cls: 2.2221, loss: 3.4982, grad_norm: 6.9736 2021-07-06 03:40:39,587 - mmaction - INFO - Epoch [68][920/3757] lr: 1.000e-02, eta: 3 days, 21:15:03, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2197, top1_acc: 0.5312, top5_acc: 0.7523, loss_cls: 2.0590, loss: 3.2787, grad_norm: 6.7616 2021-07-06 03:41:01,111 - mmaction - INFO - Epoch [68][940/3757] lr: 1.000e-02, eta: 3 days, 21:14:42, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.2393, top1_acc: 0.5250, top5_acc: 0.7547, loss_cls: 2.0613, loss: 3.3006, grad_norm: 6.7863 2021-07-06 03:41:22,700 - mmaction - INFO - Epoch [68][960/3757] lr: 1.000e-02, eta: 3 days, 21:14:20, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2844, top1_acc: 0.5039, top5_acc: 0.7453, loss_cls: 2.1853, loss: 3.4698, grad_norm: 6.9648 2021-07-06 03:41:44,904 - mmaction - INFO - Epoch [68][980/3757] lr: 1.000e-02, eta: 3 days, 21:13:59, time: 1.111, data_time: 0.059, memory: 6921, loss_aux: 1.2445, top1_acc: 0.5391, top5_acc: 0.7430, loss_cls: 2.0473, loss: 3.2919, grad_norm: 6.8191 2021-07-06 03:42:06,950 - mmaction - INFO - Epoch [68][1000/3757] lr: 1.000e-02, eta: 3 days, 21:13:38, time: 1.101, data_time: 0.016, memory: 6921, loss_aux: 1.2403, top1_acc: 0.5242, top5_acc: 0.7352, loss_cls: 2.0926, loss: 3.3329, grad_norm: 6.7614 2021-07-06 03:42:28,078 - mmaction - INFO - Epoch [68][1020/3757] lr: 1.000e-02, eta: 3 days, 21:13:16, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2970, top1_acc: 0.5062, top5_acc: 0.7320, loss_cls: 2.1819, loss: 3.4789, grad_norm: 6.9582 2021-07-06 03:42:50,088 - mmaction - INFO - Epoch [68][1040/3757] lr: 1.000e-02, eta: 3 days, 21:12:55, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 1.2286, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0867, loss: 3.3153, grad_norm: 6.9263 2021-07-06 03:43:11,957 - mmaction - INFO - Epoch [68][1060/3757] lr: 1.000e-02, eta: 3 days, 21:12:34, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.2582, top1_acc: 0.4922, top5_acc: 0.7305, loss_cls: 2.1833, loss: 3.4415, grad_norm: 6.8834 2021-07-06 03:43:33,625 - mmaction - INFO - Epoch [68][1080/3757] lr: 1.000e-02, eta: 3 days, 21:12:12, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.2385, top1_acc: 0.5172, top5_acc: 0.7258, loss_cls: 2.1559, loss: 3.3945, grad_norm: 6.9627 2021-07-06 03:43:55,465 - mmaction - INFO - Epoch [68][1100/3757] lr: 1.000e-02, eta: 3 days, 21:11:51, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2517, top1_acc: 0.5320, top5_acc: 0.7562, loss_cls: 2.0781, loss: 3.3299, grad_norm: 6.9469 2021-07-06 03:44:16,773 - mmaction - INFO - Epoch [68][1120/3757] lr: 1.000e-02, eta: 3 days, 21:11:29, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.2344, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.0765, loss: 3.3109, grad_norm: 6.9181 2021-07-06 03:44:37,926 - mmaction - INFO - Epoch [68][1140/3757] lr: 1.000e-02, eta: 3 days, 21:11:07, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2844, top1_acc: 0.5172, top5_acc: 0.7219, loss_cls: 2.1837, loss: 3.4682, grad_norm: 7.0554 2021-07-06 03:45:00,011 - mmaction - INFO - Epoch [68][1160/3757] lr: 1.000e-02, eta: 3 days, 21:10:46, time: 1.102, data_time: 0.001, memory: 6921, loss_aux: 1.2501, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.1482, loss: 3.3983, grad_norm: 6.9860 2021-07-06 03:45:23,064 - mmaction - INFO - Epoch [68][1180/3757] lr: 1.000e-02, eta: 3 days, 21:10:26, time: 1.155, data_time: 0.004, memory: 6921, loss_aux: 1.2787, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.1756, loss: 3.4543, grad_norm: 6.9293 2021-07-06 03:45:44,070 - mmaction - INFO - Epoch [68][1200/3757] lr: 1.000e-02, eta: 3 days, 21:10:04, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2955, top1_acc: 0.4852, top5_acc: 0.7203, loss_cls: 2.2388, loss: 3.5344, grad_norm: 7.0181 2021-07-06 03:46:05,199 - mmaction - INFO - Epoch [68][1220/3757] lr: 1.000e-02, eta: 3 days, 21:09:41, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2179, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.0319, loss: 3.2499, grad_norm: 6.8253 2021-07-06 03:46:26,380 - mmaction - INFO - Epoch [68][1240/3757] lr: 1.000e-02, eta: 3 days, 21:09:19, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2501, top1_acc: 0.5109, top5_acc: 0.7375, loss_cls: 2.1292, loss: 3.3793, grad_norm: 6.6987 2021-07-06 03:46:48,064 - mmaction - INFO - Epoch [68][1260/3757] lr: 1.000e-02, eta: 3 days, 21:08:58, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 1.2355, top1_acc: 0.5234, top5_acc: 0.7398, loss_cls: 2.1117, loss: 3.3472, grad_norm: 6.7353 2021-07-06 03:47:10,437 - mmaction - INFO - Epoch [68][1280/3757] lr: 1.000e-02, eta: 3 days, 21:08:37, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 1.2136, top1_acc: 0.5414, top5_acc: 0.7508, loss_cls: 2.0488, loss: 3.2625, grad_norm: 6.6901 2021-07-06 03:47:32,310 - mmaction - INFO - Epoch [68][1300/3757] lr: 1.000e-02, eta: 3 days, 21:08:16, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2611, top1_acc: 0.5094, top5_acc: 0.7328, loss_cls: 2.1665, loss: 3.4276, grad_norm: 6.8357 2021-07-06 03:47:53,836 - mmaction - INFO - Epoch [68][1320/3757] lr: 1.000e-02, eta: 3 days, 21:07:54, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2866, top1_acc: 0.5102, top5_acc: 0.7383, loss_cls: 2.1847, loss: 3.4713, grad_norm: 6.8437 2021-07-06 03:48:15,941 - mmaction - INFO - Epoch [68][1340/3757] lr: 1.000e-02, eta: 3 days, 21:07:33, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.2576, top1_acc: 0.5172, top5_acc: 0.7320, loss_cls: 2.1645, loss: 3.4221, grad_norm: 6.7120 2021-07-06 03:48:38,083 - mmaction - INFO - Epoch [68][1360/3757] lr: 1.000e-02, eta: 3 days, 21:07:12, time: 1.108, data_time: 0.005, memory: 6921, loss_aux: 1.2581, top1_acc: 0.5000, top5_acc: 0.7414, loss_cls: 2.1339, loss: 3.3920, grad_norm: 6.8460 2021-07-06 03:48:59,337 - mmaction - INFO - Epoch [68][1380/3757] lr: 1.000e-02, eta: 3 days, 21:06:50, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2384, top1_acc: 0.5320, top5_acc: 0.7531, loss_cls: 2.0646, loss: 3.3030, grad_norm: 6.7324 2021-07-06 03:49:20,609 - mmaction - INFO - Epoch [68][1400/3757] lr: 1.000e-02, eta: 3 days, 21:06:28, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2529, top1_acc: 0.5070, top5_acc: 0.7430, loss_cls: 2.1219, loss: 3.3747, grad_norm: 6.8740 2021-07-06 03:49:42,113 - mmaction - INFO - Epoch [68][1420/3757] lr: 1.000e-02, eta: 3 days, 21:06:07, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.2200, top1_acc: 0.5250, top5_acc: 0.7406, loss_cls: 2.0854, loss: 3.3054, grad_norm: 6.6116 2021-07-06 03:50:04,503 - mmaction - INFO - Epoch [68][1440/3757] lr: 1.000e-02, eta: 3 days, 21:05:46, time: 1.121, data_time: 0.004, memory: 6921, loss_aux: 1.2299, top1_acc: 0.5367, top5_acc: 0.7469, loss_cls: 2.1095, loss: 3.3394, grad_norm: 6.7209 2021-07-06 03:50:25,728 - mmaction - INFO - Epoch [68][1460/3757] lr: 1.000e-02, eta: 3 days, 21:05:24, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2352, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.0571, loss: 3.2923, grad_norm: 6.8188 2021-07-06 03:50:47,366 - mmaction - INFO - Epoch [68][1480/3757] lr: 1.000e-02, eta: 3 days, 21:05:02, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.2254, top1_acc: 0.5398, top5_acc: 0.7562, loss_cls: 2.0390, loss: 3.2644, grad_norm: 6.7215 2021-07-06 03:51:08,872 - mmaction - INFO - Epoch [68][1500/3757] lr: 1.000e-02, eta: 3 days, 21:04:41, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2360, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0912, loss: 3.3271, grad_norm: 7.0437 2021-07-06 03:51:30,236 - mmaction - INFO - Epoch [68][1520/3757] lr: 1.000e-02, eta: 3 days, 21:04:19, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2647, top1_acc: 0.5094, top5_acc: 0.7273, loss_cls: 2.1795, loss: 3.4442, grad_norm: 7.0725 2021-07-06 03:51:52,180 - mmaction - INFO - Epoch [68][1540/3757] lr: 1.000e-02, eta: 3 days, 21:03:58, time: 1.096, data_time: 0.020, memory: 6921, loss_aux: 1.2585, top1_acc: 0.5125, top5_acc: 0.7414, loss_cls: 2.1593, loss: 3.4178, grad_norm: 6.7503 2021-07-06 03:52:14,673 - mmaction - INFO - Epoch [68][1560/3757] lr: 1.000e-02, eta: 3 days, 21:03:37, time: 1.126, data_time: 0.068, memory: 6921, loss_aux: 1.2592, top1_acc: 0.5195, top5_acc: 0.7414, loss_cls: 2.0959, loss: 3.3551, grad_norm: 6.7218 2021-07-06 03:52:35,588 - mmaction - INFO - Epoch [68][1580/3757] lr: 1.000e-02, eta: 3 days, 21:03:15, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.2804, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.1742, loss: 3.4546, grad_norm: 6.9544 2021-07-06 03:52:57,132 - mmaction - INFO - Epoch [68][1600/3757] lr: 1.000e-02, eta: 3 days, 21:02:53, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2694, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.1407, loss: 3.4101, grad_norm: 6.8715 2021-07-06 03:53:19,207 - mmaction - INFO - Epoch [68][1620/3757] lr: 1.000e-02, eta: 3 days, 21:02:32, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.2668, top1_acc: 0.5289, top5_acc: 0.7359, loss_cls: 2.0971, loss: 3.3639, grad_norm: 6.8888 2021-07-06 03:53:40,482 - mmaction - INFO - Epoch [68][1640/3757] lr: 1.000e-02, eta: 3 days, 21:02:10, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.3018, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2463, loss: 3.5481, grad_norm: 6.9173 2021-07-06 03:54:02,304 - mmaction - INFO - Epoch [68][1660/3757] lr: 1.000e-02, eta: 3 days, 21:01:49, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.3051, top1_acc: 0.4875, top5_acc: 0.7312, loss_cls: 2.2204, loss: 3.5255, grad_norm: 7.0632 2021-07-06 03:54:23,573 - mmaction - INFO - Epoch [68][1680/3757] lr: 1.000e-02, eta: 3 days, 21:01:27, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2398, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1500, loss: 3.3899, grad_norm: 6.7740 2021-07-06 03:54:45,927 - mmaction - INFO - Epoch [68][1700/3757] lr: 1.000e-02, eta: 3 days, 21:01:06, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 1.2168, top1_acc: 0.5383, top5_acc: 0.7508, loss_cls: 2.0302, loss: 3.2470, grad_norm: 6.4921 2021-07-06 03:55:07,067 - mmaction - INFO - Epoch [68][1720/3757] lr: 1.000e-02, eta: 3 days, 21:00:44, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2403, top1_acc: 0.5203, top5_acc: 0.7516, loss_cls: 2.1097, loss: 3.3500, grad_norm: 6.7000 2021-07-06 03:55:28,620 - mmaction - INFO - Epoch [68][1740/3757] lr: 1.000e-02, eta: 3 days, 21:00:22, time: 1.079, data_time: 0.018, memory: 6921, loss_aux: 1.2784, top1_acc: 0.4961, top5_acc: 0.7312, loss_cls: 2.1864, loss: 3.4648, grad_norm: 6.8588 2021-07-06 03:55:50,766 - mmaction - INFO - Epoch [68][1760/3757] lr: 1.000e-02, eta: 3 days, 21:00:01, time: 1.106, data_time: 0.005, memory: 6921, loss_aux: 1.2447, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0931, loss: 3.3377, grad_norm: 6.5773 2021-07-06 03:56:12,554 - mmaction - INFO - Epoch [68][1780/3757] lr: 1.000e-02, eta: 3 days, 20:59:40, time: 1.091, data_time: 0.020, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.1096, loss: 3.3633, grad_norm: 6.6708 2021-07-06 03:56:34,099 - mmaction - INFO - Epoch [68][1800/3757] lr: 1.000e-02, eta: 3 days, 20:59:18, time: 1.075, data_time: 0.031, memory: 6921, loss_aux: 1.2210, top1_acc: 0.5344, top5_acc: 0.7445, loss_cls: 2.1090, loss: 3.3300, grad_norm: 6.7295 2021-07-06 03:56:55,363 - mmaction - INFO - Epoch [68][1820/3757] lr: 1.000e-02, eta: 3 days, 20:58:56, time: 1.064, data_time: 0.013, memory: 6921, loss_aux: 1.3145, top1_acc: 0.4953, top5_acc: 0.7156, loss_cls: 2.2984, loss: 3.6129, grad_norm: 6.9987 2021-07-06 03:57:17,905 - mmaction - INFO - Epoch [68][1840/3757] lr: 1.000e-02, eta: 3 days, 20:58:36, time: 1.128, data_time: 0.082, memory: 6921, loss_aux: 1.2248, top1_acc: 0.5234, top5_acc: 0.7492, loss_cls: 2.0526, loss: 3.2774, grad_norm: 6.5100 2021-07-06 03:57:39,177 - mmaction - INFO - Epoch [68][1860/3757] lr: 1.000e-02, eta: 3 days, 20:58:14, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2445, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.0999, loss: 3.3444, grad_norm: 6.6367 2021-07-06 03:58:00,490 - mmaction - INFO - Epoch [68][1880/3757] lr: 1.000e-02, eta: 3 days, 20:57:52, time: 1.065, data_time: 0.022, memory: 6921, loss_aux: 1.2377, top1_acc: 0.5266, top5_acc: 0.7570, loss_cls: 2.0706, loss: 3.3083, grad_norm: 6.5866 2021-07-06 03:58:22,097 - mmaction - INFO - Epoch [68][1900/3757] lr: 1.000e-02, eta: 3 days, 20:57:30, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.1794, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 2.0231, loss: 3.2025, grad_norm: 6.6820 2021-07-06 03:58:44,401 - mmaction - INFO - Epoch [68][1920/3757] lr: 1.000e-02, eta: 3 days, 20:57:10, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.2450, top1_acc: 0.5148, top5_acc: 0.7328, loss_cls: 2.1313, loss: 3.3763, grad_norm: 6.7192 2021-07-06 03:59:05,221 - mmaction - INFO - Epoch [68][1940/3757] lr: 1.000e-02, eta: 3 days, 20:56:47, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.2009, top1_acc: 0.5195, top5_acc: 0.7562, loss_cls: 2.0319, loss: 3.2328, grad_norm: 6.7662 2021-07-06 03:59:26,484 - mmaction - INFO - Epoch [68][1960/3757] lr: 1.000e-02, eta: 3 days, 20:56:25, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2741, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1317, loss: 3.4059, grad_norm: 6.9376 2021-07-06 03:59:47,670 - mmaction - INFO - Epoch [68][1980/3757] lr: 1.000e-02, eta: 3 days, 20:56:03, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2674, top1_acc: 0.5297, top5_acc: 0.7281, loss_cls: 2.1842, loss: 3.4516, grad_norm: 6.9420 2021-07-06 04:00:09,410 - mmaction - INFO - Epoch [68][2000/3757] lr: 1.000e-02, eta: 3 days, 20:55:42, time: 1.088, data_time: 0.005, memory: 6921, loss_aux: 1.2463, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.0996, loss: 3.3459, grad_norm: 6.8424 2021-07-06 04:00:31,810 - mmaction - INFO - Epoch [68][2020/3757] lr: 1.000e-02, eta: 3 days, 20:55:21, time: 1.120, data_time: 0.015, memory: 6921, loss_aux: 1.2775, top1_acc: 0.5086, top5_acc: 0.7188, loss_cls: 2.2122, loss: 3.4897, grad_norm: 7.0727 2021-07-06 04:00:53,076 - mmaction - INFO - Epoch [68][2040/3757] lr: 1.000e-02, eta: 3 days, 20:54:59, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2924, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2513, loss: 3.5437, grad_norm: 6.8359 2021-07-06 04:01:15,940 - mmaction - INFO - Epoch [68][2060/3757] lr: 1.000e-02, eta: 3 days, 20:54:39, time: 1.143, data_time: 0.003, memory: 6921, loss_aux: 1.2253, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.0667, loss: 3.2920, grad_norm: 6.6618 2021-07-06 04:01:37,060 - mmaction - INFO - Epoch [68][2080/3757] lr: 1.000e-02, eta: 3 days, 20:54:17, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2670, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.1529, loss: 3.4200, grad_norm: 6.9349 2021-07-06 04:01:58,363 - mmaction - INFO - Epoch [68][2100/3757] lr: 1.000e-02, eta: 3 days, 20:53:55, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2182, top1_acc: 0.5328, top5_acc: 0.7469, loss_cls: 2.0810, loss: 3.2992, grad_norm: 6.7585 2021-07-06 04:02:19,629 - mmaction - INFO - Epoch [68][2120/3757] lr: 1.000e-02, eta: 3 days, 20:53:33, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2805, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1551, loss: 3.4356, grad_norm: 7.0483 2021-07-06 04:02:40,825 - mmaction - INFO - Epoch [68][2140/3757] lr: 1.000e-02, eta: 3 days, 20:53:11, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2627, top1_acc: 0.5320, top5_acc: 0.7352, loss_cls: 2.1287, loss: 3.3913, grad_norm: 6.8038 2021-07-06 04:03:02,768 - mmaction - INFO - Epoch [68][2160/3757] lr: 1.000e-02, eta: 3 days, 20:52:50, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2702, top1_acc: 0.5312, top5_acc: 0.7391, loss_cls: 2.1350, loss: 3.4053, grad_norm: 6.9919 2021-07-06 04:03:23,737 - mmaction - INFO - Epoch [68][2180/3757] lr: 1.000e-02, eta: 3 days, 20:52:27, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3018, top1_acc: 0.4867, top5_acc: 0.7367, loss_cls: 2.2143, loss: 3.5161, grad_norm: 7.1766 2021-07-06 04:03:46,135 - mmaction - INFO - Epoch [68][2200/3757] lr: 1.000e-02, eta: 3 days, 20:52:07, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.1918, top1_acc: 0.5523, top5_acc: 0.7586, loss_cls: 2.0170, loss: 3.2088, grad_norm: 6.7829 2021-07-06 04:04:07,849 - mmaction - INFO - Epoch [68][2220/3757] lr: 1.000e-02, eta: 3 days, 20:51:45, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 1.2395, top1_acc: 0.5195, top5_acc: 0.7602, loss_cls: 2.0986, loss: 3.3382, grad_norm: 6.8902 2021-07-06 04:04:28,970 - mmaction - INFO - Epoch [68][2240/3757] lr: 1.000e-02, eta: 3 days, 20:51:23, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2686, top1_acc: 0.5117, top5_acc: 0.7273, loss_cls: 2.1814, loss: 3.4500, grad_norm: 7.0572 2021-07-06 04:04:51,151 - mmaction - INFO - Epoch [68][2260/3757] lr: 1.000e-02, eta: 3 days, 20:51:02, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.2979, top1_acc: 0.4891, top5_acc: 0.7141, loss_cls: 2.2420, loss: 3.5400, grad_norm: 6.9722 2021-07-06 04:05:12,487 - mmaction - INFO - Epoch [68][2280/3757] lr: 1.000e-02, eta: 3 days, 20:50:40, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.3058, top1_acc: 0.4977, top5_acc: 0.7266, loss_cls: 2.2163, loss: 3.5221, grad_norm: 6.7638 2021-07-06 04:05:33,536 - mmaction - INFO - Epoch [68][2300/3757] lr: 1.000e-02, eta: 3 days, 20:50:18, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2839, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.2017, loss: 3.4857, grad_norm: 6.8684 2021-07-06 04:05:55,598 - mmaction - INFO - Epoch [68][2320/3757] lr: 1.000e-02, eta: 3 days, 20:49:57, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 1.2125, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.1097, loss: 3.3222, grad_norm: 6.5824 2021-07-06 04:06:16,854 - mmaction - INFO - Epoch [68][2340/3757] lr: 1.000e-02, eta: 3 days, 20:49:35, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4969, top5_acc: 0.7266, loss_cls: 2.2874, loss: 3.6049, grad_norm: 7.0112 2021-07-06 04:06:39,507 - mmaction - INFO - Epoch [68][2360/3757] lr: 1.000e-02, eta: 3 days, 20:49:15, time: 1.132, data_time: 0.002, memory: 6921, loss_aux: 1.2932, top1_acc: 0.5070, top5_acc: 0.7281, loss_cls: 2.1962, loss: 3.4894, grad_norm: 7.0243 2021-07-06 04:07:00,457 - mmaction - INFO - Epoch [68][2380/3757] lr: 1.000e-02, eta: 3 days, 20:48:52, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.2524, top1_acc: 0.5242, top5_acc: 0.7375, loss_cls: 2.1211, loss: 3.3735, grad_norm: 6.8280 2021-07-06 04:07:21,671 - mmaction - INFO - Epoch [68][2400/3757] lr: 1.000e-02, eta: 3 days, 20:48:30, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2869, top1_acc: 0.5078, top5_acc: 0.7242, loss_cls: 2.2110, loss: 3.4979, grad_norm: 6.7956 2021-07-06 04:07:43,253 - mmaction - INFO - Epoch [68][2420/3757] lr: 1.000e-02, eta: 3 days, 20:48:09, time: 1.079, data_time: 0.019, memory: 6921, loss_aux: 1.2453, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.0758, loss: 3.3211, grad_norm: 6.6320 2021-07-06 04:08:04,688 - mmaction - INFO - Epoch [68][2440/3757] lr: 1.000e-02, eta: 3 days, 20:47:47, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2395, top1_acc: 0.5445, top5_acc: 0.7414, loss_cls: 2.0784, loss: 3.3179, grad_norm: 6.6917 2021-07-06 04:08:27,731 - mmaction - INFO - Epoch [68][2460/3757] lr: 1.000e-02, eta: 3 days, 20:47:27, time: 1.153, data_time: 0.004, memory: 6921, loss_aux: 1.2648, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1835, loss: 3.4483, grad_norm: 6.9983 2021-07-06 04:08:48,769 - mmaction - INFO - Epoch [68][2480/3757] lr: 1.000e-02, eta: 3 days, 20:47:05, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2372, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.1065, loss: 3.3437, grad_norm: 6.8436 2021-07-06 04:09:09,978 - mmaction - INFO - Epoch [68][2500/3757] lr: 1.000e-02, eta: 3 days, 20:46:43, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2203, top1_acc: 0.5328, top5_acc: 0.7641, loss_cls: 2.0224, loss: 3.2426, grad_norm: 6.5664 2021-07-06 04:09:31,006 - mmaction - INFO - Epoch [68][2520/3757] lr: 1.000e-02, eta: 3 days, 20:46:20, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2429, top1_acc: 0.5258, top5_acc: 0.7477, loss_cls: 2.1070, loss: 3.3499, grad_norm: 6.9320 2021-07-06 04:09:52,238 - mmaction - INFO - Epoch [68][2540/3757] lr: 1.000e-02, eta: 3 days, 20:45:58, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3081, top1_acc: 0.4844, top5_acc: 0.7250, loss_cls: 2.2184, loss: 3.5265, grad_norm: 6.9234 2021-07-06 04:10:14,107 - mmaction - INFO - Epoch [68][2560/3757] lr: 1.000e-02, eta: 3 days, 20:45:37, time: 1.096, data_time: 0.040, memory: 6921, loss_aux: 1.3093, top1_acc: 0.4922, top5_acc: 0.7188, loss_cls: 2.2458, loss: 3.5551, grad_norm: 7.0976 2021-07-06 04:10:35,935 - mmaction - INFO - Epoch [68][2580/3757] lr: 1.000e-02, eta: 3 days, 20:45:16, time: 1.091, data_time: 0.037, memory: 6921, loss_aux: 1.2500, top1_acc: 0.4906, top5_acc: 0.7391, loss_cls: 2.1699, loss: 3.4199, grad_norm: 7.0540 2021-07-06 04:10:58,692 - mmaction - INFO - Epoch [68][2600/3757] lr: 1.000e-02, eta: 3 days, 20:44:55, time: 1.137, data_time: 0.102, memory: 6921, loss_aux: 1.2772, top1_acc: 0.4984, top5_acc: 0.7391, loss_cls: 2.1723, loss: 3.4495, grad_norm: 6.7787 2021-07-06 04:11:19,720 - mmaction - INFO - Epoch [68][2620/3757] lr: 1.000e-02, eta: 3 days, 20:44:33, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2341, top1_acc: 0.5281, top5_acc: 0.7523, loss_cls: 2.0690, loss: 3.3031, grad_norm: 6.7634 2021-07-06 04:11:42,157 - mmaction - INFO - Epoch [68][2640/3757] lr: 1.000e-02, eta: 3 days, 20:44:13, time: 1.122, data_time: 0.081, memory: 6921, loss_aux: 1.2451, top1_acc: 0.5055, top5_acc: 0.7234, loss_cls: 2.1850, loss: 3.4301, grad_norm: 6.9140 2021-07-06 04:12:03,340 - mmaction - INFO - Epoch [68][2660/3757] lr: 1.000e-02, eta: 3 days, 20:43:51, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 1.2934, top1_acc: 0.5039, top5_acc: 0.7211, loss_cls: 2.2243, loss: 3.5177, grad_norm: 6.6962 2021-07-06 04:12:24,982 - mmaction - INFO - Epoch [68][2680/3757] lr: 1.000e-02, eta: 3 days, 20:43:29, time: 1.081, data_time: 0.036, memory: 6921, loss_aux: 1.2072, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0620, loss: 3.2692, grad_norm: 6.6392 2021-07-06 04:12:46,070 - mmaction - INFO - Epoch [68][2700/3757] lr: 1.000e-02, eta: 3 days, 20:43:07, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2404, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1132, loss: 3.3537, grad_norm: 6.9428 2021-07-06 04:13:08,003 - mmaction - INFO - Epoch [68][2720/3757] lr: 1.000e-02, eta: 3 days, 20:42:46, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.2719, top1_acc: 0.4891, top5_acc: 0.7305, loss_cls: 2.2389, loss: 3.5109, grad_norm: 6.9509 2021-07-06 04:13:29,938 - mmaction - INFO - Epoch [68][2740/3757] lr: 1.000e-02, eta: 3 days, 20:42:24, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2044, top1_acc: 0.5141, top5_acc: 0.7438, loss_cls: 2.0968, loss: 3.3012, grad_norm: 6.7519 2021-07-06 04:13:51,498 - mmaction - INFO - Epoch [68][2760/3757] lr: 1.000e-02, eta: 3 days, 20:42:03, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2818, top1_acc: 0.5102, top5_acc: 0.7258, loss_cls: 2.1651, loss: 3.4469, grad_norm: 6.9439 2021-07-06 04:14:12,795 - mmaction - INFO - Epoch [68][2780/3757] lr: 1.000e-02, eta: 3 days, 20:41:41, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2502, top1_acc: 0.5086, top5_acc: 0.7391, loss_cls: 2.1541, loss: 3.4042, grad_norm: 6.7752 2021-07-06 04:14:34,051 - mmaction - INFO - Epoch [68][2800/3757] lr: 1.000e-02, eta: 3 days, 20:41:19, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.1914, top1_acc: 0.5398, top5_acc: 0.7594, loss_cls: 2.0173, loss: 3.2086, grad_norm: 6.5938 2021-07-06 04:14:55,775 - mmaction - INFO - Epoch [68][2820/3757] lr: 1.000e-02, eta: 3 days, 20:40:57, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.2811, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1951, loss: 3.4762, grad_norm: 6.8323 2021-07-06 04:15:17,070 - mmaction - INFO - Epoch [68][2840/3757] lr: 1.000e-02, eta: 3 days, 20:40:35, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.2486, top1_acc: 0.5141, top5_acc: 0.7500, loss_cls: 2.0798, loss: 3.3284, grad_norm: 6.7078 2021-07-06 04:15:38,038 - mmaction - INFO - Epoch [68][2860/3757] lr: 1.000e-02, eta: 3 days, 20:40:13, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2782, top1_acc: 0.5180, top5_acc: 0.7266, loss_cls: 2.1854, loss: 3.4636, grad_norm: 6.7529 2021-07-06 04:15:59,838 - mmaction - INFO - Epoch [68][2880/3757] lr: 1.000e-02, eta: 3 days, 20:39:52, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 1.2458, top1_acc: 0.5195, top5_acc: 0.7375, loss_cls: 2.1130, loss: 3.3588, grad_norm: 6.7336 2021-07-06 04:16:21,027 - mmaction - INFO - Epoch [68][2900/3757] lr: 1.000e-02, eta: 3 days, 20:39:30, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.1880, top1_acc: 0.5445, top5_acc: 0.7586, loss_cls: 1.9862, loss: 3.1743, grad_norm: 6.4792 2021-07-06 04:16:42,301 - mmaction - INFO - Epoch [68][2920/3757] lr: 1.000e-02, eta: 3 days, 20:39:08, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.2518, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1431, loss: 3.3949, grad_norm: 6.9007 2021-07-06 04:17:04,186 - mmaction - INFO - Epoch [68][2940/3757] lr: 1.000e-02, eta: 3 days, 20:38:46, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.2466, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.1472, loss: 3.3938, grad_norm: 6.8800 2021-07-06 04:17:26,287 - mmaction - INFO - Epoch [68][2960/3757] lr: 1.000e-02, eta: 3 days, 20:38:25, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.2519, top1_acc: 0.5172, top5_acc: 0.7297, loss_cls: 2.1515, loss: 3.4034, grad_norm: 6.8465 2021-07-06 04:17:47,482 - mmaction - INFO - Epoch [68][2980/3757] lr: 1.000e-02, eta: 3 days, 20:38:03, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2792, top1_acc: 0.5078, top5_acc: 0.7359, loss_cls: 2.1345, loss: 3.4137, grad_norm: 6.6973 2021-07-06 04:18:09,067 - mmaction - INFO - Epoch [68][3000/3757] lr: 1.000e-02, eta: 3 days, 20:37:42, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.2441, top1_acc: 0.5148, top5_acc: 0.7359, loss_cls: 2.1594, loss: 3.4034, grad_norm: 6.7799 2021-07-06 04:18:30,954 - mmaction - INFO - Epoch [68][3020/3757] lr: 1.000e-02, eta: 3 days, 20:37:21, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2177, top1_acc: 0.5203, top5_acc: 0.7648, loss_cls: 2.0614, loss: 3.2791, grad_norm: 6.6409 2021-07-06 04:18:53,797 - mmaction - INFO - Epoch [68][3040/3757] lr: 1.000e-02, eta: 3 days, 20:37:00, time: 1.141, data_time: 0.002, memory: 6921, loss_aux: 1.2577, top1_acc: 0.4953, top5_acc: 0.7258, loss_cls: 2.1806, loss: 3.4383, grad_norm: 6.8288 2021-07-06 04:19:15,041 - mmaction - INFO - Epoch [68][3060/3757] lr: 1.000e-02, eta: 3 days, 20:36:38, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2832, top1_acc: 0.5016, top5_acc: 0.7406, loss_cls: 2.1530, loss: 3.4361, grad_norm: 6.8668 2021-07-06 04:19:36,211 - mmaction - INFO - Epoch [68][3080/3757] lr: 1.000e-02, eta: 3 days, 20:36:16, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2613, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1501, loss: 3.4114, grad_norm: 6.9333 2021-07-06 04:19:57,371 - mmaction - INFO - Epoch [68][3100/3757] lr: 1.000e-02, eta: 3 days, 20:35:54, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2662, top1_acc: 0.4992, top5_acc: 0.7414, loss_cls: 2.2154, loss: 3.4816, grad_norm: 7.0039 2021-07-06 04:20:19,202 - mmaction - INFO - Epoch [68][3120/3757] lr: 1.000e-02, eta: 3 days, 20:35:33, time: 1.092, data_time: 0.037, memory: 6921, loss_aux: 1.2662, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.1327, loss: 3.3989, grad_norm: 6.7529 2021-07-06 04:20:41,263 - mmaction - INFO - Epoch [68][3140/3757] lr: 1.000e-02, eta: 3 days, 20:35:12, time: 1.104, data_time: 0.025, memory: 6921, loss_aux: 1.2171, top1_acc: 0.5250, top5_acc: 0.7516, loss_cls: 2.1054, loss: 3.3225, grad_norm: 6.9691 2021-07-06 04:21:03,447 - mmaction - INFO - Epoch [68][3160/3757] lr: 1.000e-02, eta: 3 days, 20:34:51, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.2456, top1_acc: 0.5102, top5_acc: 0.7320, loss_cls: 2.1396, loss: 3.3852, grad_norm: 6.9688 2021-07-06 04:21:24,550 - mmaction - INFO - Epoch [68][3180/3757] lr: 1.000e-02, eta: 3 days, 20:34:29, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2396, top1_acc: 0.5289, top5_acc: 0.7406, loss_cls: 2.1045, loss: 3.3441, grad_norm: 6.6161 2021-07-06 04:21:45,783 - mmaction - INFO - Epoch [68][3200/3757] lr: 1.000e-02, eta: 3 days, 20:34:07, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2466, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0838, loss: 3.3304, grad_norm: 6.9097 2021-07-06 04:22:07,458 - mmaction - INFO - Epoch [68][3220/3757] lr: 1.000e-02, eta: 3 days, 20:33:45, time: 1.082, data_time: 0.006, memory: 6921, loss_aux: 1.2654, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.1238, loss: 3.3891, grad_norm: 6.8280 2021-07-06 04:22:29,956 - mmaction - INFO - Epoch [68][3240/3757] lr: 1.000e-02, eta: 3 days, 20:33:25, time: 1.126, data_time: 0.006, memory: 6921, loss_aux: 1.2855, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.1434, loss: 3.4289, grad_norm: 7.1442 2021-07-06 04:22:51,032 - mmaction - INFO - Epoch [68][3260/3757] lr: 1.000e-02, eta: 3 days, 20:33:03, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2263, top1_acc: 0.5211, top5_acc: 0.7430, loss_cls: 2.0939, loss: 3.3201, grad_norm: 6.7450 2021-07-06 04:23:12,555 - mmaction - INFO - Epoch [68][3280/3757] lr: 1.000e-02, eta: 3 days, 20:32:41, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2996, top1_acc: 0.4961, top5_acc: 0.7273, loss_cls: 2.1910, loss: 3.4906, grad_norm: 6.9300 2021-07-06 04:23:33,861 - mmaction - INFO - Epoch [68][3300/3757] lr: 1.000e-02, eta: 3 days, 20:32:19, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2870, top1_acc: 0.5016, top5_acc: 0.7328, loss_cls: 2.2082, loss: 3.4952, grad_norm: 6.9038 2021-07-06 04:23:55,419 - mmaction - INFO - Epoch [68][3320/3757] lr: 1.000e-02, eta: 3 days, 20:31:57, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2846, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.2193, loss: 3.5039, grad_norm: 6.9400 2021-07-06 04:24:17,323 - mmaction - INFO - Epoch [68][3340/3757] lr: 1.000e-02, eta: 3 days, 20:31:36, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2626, top1_acc: 0.5195, top5_acc: 0.7352, loss_cls: 2.1480, loss: 3.4106, grad_norm: 6.7939 2021-07-06 04:24:39,497 - mmaction - INFO - Epoch [68][3360/3757] lr: 1.000e-02, eta: 3 days, 20:31:15, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.2659, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1463, loss: 3.4122, grad_norm: 6.7966 2021-07-06 04:25:01,178 - mmaction - INFO - Epoch [68][3380/3757] lr: 1.000e-02, eta: 3 days, 20:30:54, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 1.2780, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1759, loss: 3.4539, grad_norm: 6.9772 2021-07-06 04:25:22,382 - mmaction - INFO - Epoch [68][3400/3757] lr: 1.000e-02, eta: 3 days, 20:30:32, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2500, top1_acc: 0.5141, top5_acc: 0.7312, loss_cls: 2.1170, loss: 3.3670, grad_norm: 6.7969 2021-07-06 04:25:43,595 - mmaction - INFO - Epoch [68][3420/3757] lr: 1.000e-02, eta: 3 days, 20:30:09, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2480, top1_acc: 0.5156, top5_acc: 0.7258, loss_cls: 2.1351, loss: 3.3831, grad_norm: 6.8369 2021-07-06 04:26:06,069 - mmaction - INFO - Epoch [68][3440/3757] lr: 1.000e-02, eta: 3 days, 20:29:49, time: 1.126, data_time: 0.005, memory: 6921, loss_aux: 1.2633, top1_acc: 0.4914, top5_acc: 0.7398, loss_cls: 2.1735, loss: 3.4368, grad_norm: 6.8663 2021-07-06 04:26:27,291 - mmaction - INFO - Epoch [68][3460/3757] lr: 1.000e-02, eta: 3 days, 20:29:27, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2260, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.1003, loss: 3.3263, grad_norm: 6.7694 2021-07-06 04:26:48,562 - mmaction - INFO - Epoch [68][3480/3757] lr: 1.000e-02, eta: 3 days, 20:29:05, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2504, top1_acc: 0.5234, top5_acc: 0.7367, loss_cls: 2.1599, loss: 3.4103, grad_norm: 6.8880 2021-07-06 04:27:09,958 - mmaction - INFO - Epoch [68][3500/3757] lr: 1.000e-02, eta: 3 days, 20:28:43, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2520, top1_acc: 0.5023, top5_acc: 0.7344, loss_cls: 2.1545, loss: 3.4065, grad_norm: 6.9269 2021-07-06 04:27:31,861 - mmaction - INFO - Epoch [68][3520/3757] lr: 1.000e-02, eta: 3 days, 20:28:22, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.2784, top1_acc: 0.4805, top5_acc: 0.7398, loss_cls: 2.2225, loss: 3.5009, grad_norm: 6.9931 2021-07-06 04:27:53,244 - mmaction - INFO - Epoch [68][3540/3757] lr: 1.000e-02, eta: 3 days, 20:28:00, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2404, top1_acc: 0.5125, top5_acc: 0.7398, loss_cls: 2.1327, loss: 3.3731, grad_norm: 6.8967 2021-07-06 04:28:15,005 - mmaction - INFO - Epoch [68][3560/3757] lr: 1.000e-02, eta: 3 days, 20:27:39, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.2786, top1_acc: 0.4945, top5_acc: 0.7305, loss_cls: 2.2216, loss: 3.5002, grad_norm: 7.1419 2021-07-06 04:28:37,182 - mmaction - INFO - Epoch [68][3580/3757] lr: 1.000e-02, eta: 3 days, 20:27:18, time: 1.108, data_time: 0.001, memory: 6921, loss_aux: 1.2679, top1_acc: 0.4992, top5_acc: 0.7195, loss_cls: 2.1845, loss: 3.4525, grad_norm: 6.9131 2021-07-06 04:28:58,391 - mmaction - INFO - Epoch [68][3600/3757] lr: 1.000e-02, eta: 3 days, 20:26:56, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2364, top1_acc: 0.5305, top5_acc: 0.7406, loss_cls: 2.1130, loss: 3.3494, grad_norm: 6.8412 2021-07-06 04:29:19,692 - mmaction - INFO - Epoch [68][3620/3757] lr: 1.000e-02, eta: 3 days, 20:26:34, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2553, top1_acc: 0.5070, top5_acc: 0.7344, loss_cls: 2.1627, loss: 3.4180, grad_norm: 6.9431 2021-07-06 04:29:41,823 - mmaction - INFO - Epoch [68][3640/3757] lr: 1.000e-02, eta: 3 days, 20:26:13, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.2432, top1_acc: 0.5195, top5_acc: 0.7594, loss_cls: 2.0771, loss: 3.3203, grad_norm: 6.8566 2021-07-06 04:30:03,215 - mmaction - INFO - Epoch [68][3660/3757] lr: 1.000e-02, eta: 3 days, 20:25:51, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2473, top1_acc: 0.5078, top5_acc: 0.7234, loss_cls: 2.1480, loss: 3.3953, grad_norm: 6.7305 2021-07-06 04:30:24,572 - mmaction - INFO - Epoch [68][3680/3757] lr: 1.000e-02, eta: 3 days, 20:25:29, time: 1.069, data_time: 0.006, memory: 6921, loss_aux: 1.2847, top1_acc: 0.5086, top5_acc: 0.7266, loss_cls: 2.2020, loss: 3.4867, grad_norm: 6.7692 2021-07-06 04:30:45,599 - mmaction - INFO - Epoch [68][3700/3757] lr: 1.000e-02, eta: 3 days, 20:25:07, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2557, top1_acc: 0.5281, top5_acc: 0.7430, loss_cls: 2.1020, loss: 3.3577, grad_norm: 6.8194 2021-07-06 04:31:07,741 - mmaction - INFO - Epoch [68][3720/3757] lr: 1.000e-02, eta: 3 days, 20:24:46, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.2535, top1_acc: 0.4977, top5_acc: 0.7492, loss_cls: 2.1278, loss: 3.3812, grad_norm: 6.9154 2021-07-06 04:31:28,558 - mmaction - INFO - Epoch [68][3740/3757] lr: 1.000e-02, eta: 3 days, 20:24:23, time: 1.039, data_time: 0.003, memory: 6921, loss_aux: 1.2426, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1260, loss: 3.3687, grad_norm: 6.8016 2021-07-06 04:31:47,883 - mmaction - INFO - Saving checkpoint at 68 epochs 2021-07-06 04:32:50,831 - mmaction - INFO - Epoch [69][20/3757] lr: 1.000e-02, eta: 3 days, 20:24:09, time: 3.068, data_time: 2.017, memory: 6921, loss_aux: 1.2098, top1_acc: 0.5180, top5_acc: 0.7633, loss_cls: 2.0232, loss: 3.2330, grad_norm: 6.7154 2021-07-06 04:33:13,450 - mmaction - INFO - Epoch [69][40/3757] lr: 1.000e-02, eta: 3 days, 20:23:49, time: 1.131, data_time: 0.075, memory: 6921, loss_aux: 1.2232, top1_acc: 0.5211, top5_acc: 0.7555, loss_cls: 2.0909, loss: 3.3140, grad_norm: 6.9086 2021-07-06 04:33:34,987 - mmaction - INFO - Epoch [69][60/3757] lr: 1.000e-02, eta: 3 days, 20:23:27, time: 1.075, data_time: 0.019, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.1084, loss: 3.3795, grad_norm: 6.8283 2021-07-06 04:33:56,405 - mmaction - INFO - Epoch [69][80/3757] lr: 1.000e-02, eta: 3 days, 20:23:05, time: 1.071, data_time: 0.026, memory: 6921, loss_aux: 1.2241, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0746, loss: 3.2987, grad_norm: 6.9208 2021-07-06 04:34:18,518 - mmaction - INFO - Epoch [69][100/3757] lr: 1.000e-02, eta: 3 days, 20:22:44, time: 1.107, data_time: 0.023, memory: 6921, loss_aux: 1.2021, top1_acc: 0.5219, top5_acc: 0.7578, loss_cls: 2.0392, loss: 3.2413, grad_norm: 6.8852 2021-07-06 04:34:41,010 - mmaction - INFO - Epoch [69][120/3757] lr: 1.000e-02, eta: 3 days, 20:22:24, time: 1.123, data_time: 0.002, memory: 6921, loss_aux: 1.1958, top1_acc: 0.5352, top5_acc: 0.7633, loss_cls: 1.9914, loss: 3.1872, grad_norm: 6.8360 2021-07-06 04:35:02,245 - mmaction - INFO - Epoch [69][140/3757] lr: 1.000e-02, eta: 3 days, 20:22:02, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2766, top1_acc: 0.4836, top5_acc: 0.7242, loss_cls: 2.2177, loss: 3.4943, grad_norm: 6.9918 2021-07-06 04:35:23,546 - mmaction - INFO - Epoch [69][160/3757] lr: 1.000e-02, eta: 3 days, 20:21:40, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.1939, top1_acc: 0.5445, top5_acc: 0.7516, loss_cls: 2.0199, loss: 3.2137, grad_norm: 6.5576 2021-07-06 04:35:45,098 - mmaction - INFO - Epoch [69][180/3757] lr: 1.000e-02, eta: 3 days, 20:21:18, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2292, top1_acc: 0.5016, top5_acc: 0.7445, loss_cls: 2.1174, loss: 3.3466, grad_norm: 6.8446 2021-07-06 04:36:06,530 - mmaction - INFO - Epoch [69][200/3757] lr: 1.000e-02, eta: 3 days, 20:20:56, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.2500, top1_acc: 0.5023, top5_acc: 0.7367, loss_cls: 2.1590, loss: 3.4090, grad_norm: 6.9219 2021-07-06 04:36:28,703 - mmaction - INFO - Epoch [69][220/3757] lr: 1.000e-02, eta: 3 days, 20:20:35, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.2817, top1_acc: 0.5094, top5_acc: 0.7172, loss_cls: 2.2124, loss: 3.4941, grad_norm: 6.9478 2021-07-06 04:36:50,593 - mmaction - INFO - Epoch [69][240/3757] lr: 1.000e-02, eta: 3 days, 20:20:14, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.1986, top1_acc: 0.5227, top5_acc: 0.7633, loss_cls: 2.0274, loss: 3.2261, grad_norm: 6.7874 2021-07-06 04:37:11,854 - mmaction - INFO - Epoch [69][260/3757] lr: 1.000e-02, eta: 3 days, 20:19:52, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2093, top1_acc: 0.5195, top5_acc: 0.7609, loss_cls: 2.0659, loss: 3.2752, grad_norm: 6.7966 2021-07-06 04:37:33,541 - mmaction - INFO - Epoch [69][280/3757] lr: 1.000e-02, eta: 3 days, 20:19:31, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2275, top1_acc: 0.5164, top5_acc: 0.7477, loss_cls: 2.0791, loss: 3.3066, grad_norm: 6.9406 2021-07-06 04:37:55,142 - mmaction - INFO - Epoch [69][300/3757] lr: 1.000e-02, eta: 3 days, 20:19:09, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2202, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 2.0553, loss: 3.2755, grad_norm: 6.6612 2021-07-06 04:38:16,756 - mmaction - INFO - Epoch [69][320/3757] lr: 1.000e-02, eta: 3 days, 20:18:48, time: 1.083, data_time: 0.007, memory: 6921, loss_aux: 1.2467, top1_acc: 0.5148, top5_acc: 0.7500, loss_cls: 2.1239, loss: 3.3707, grad_norm: 6.7897 2021-07-06 04:38:38,575 - mmaction - INFO - Epoch [69][340/3757] lr: 1.000e-02, eta: 3 days, 20:18:26, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.2427, top1_acc: 0.5180, top5_acc: 0.7320, loss_cls: 2.0882, loss: 3.3309, grad_norm: 6.7152 2021-07-06 04:38:59,544 - mmaction - INFO - Epoch [69][360/3757] lr: 1.000e-02, eta: 3 days, 20:18:04, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2350, top1_acc: 0.5250, top5_acc: 0.7383, loss_cls: 2.1135, loss: 3.3485, grad_norm: 6.8378 2021-07-06 04:39:20,534 - mmaction - INFO - Epoch [69][380/3757] lr: 1.000e-02, eta: 3 days, 20:17:41, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2280, top1_acc: 0.5375, top5_acc: 0.7430, loss_cls: 2.0315, loss: 3.2595, grad_norm: 6.8612 2021-07-06 04:39:42,436 - mmaction - INFO - Epoch [69][400/3757] lr: 1.000e-02, eta: 3 days, 20:17:20, time: 1.096, data_time: 0.029, memory: 6921, loss_aux: 1.2361, top1_acc: 0.5258, top5_acc: 0.7453, loss_cls: 2.0650, loss: 3.3011, grad_norm: 6.7766 2021-07-06 04:40:04,166 - mmaction - INFO - Epoch [69][420/3757] lr: 1.000e-02, eta: 3 days, 20:16:59, time: 1.086, data_time: 0.031, memory: 6921, loss_aux: 1.2143, top1_acc: 0.5195, top5_acc: 0.7648, loss_cls: 2.0175, loss: 3.2318, grad_norm: 6.9489 2021-07-06 04:40:26,273 - mmaction - INFO - Epoch [69][440/3757] lr: 1.000e-02, eta: 3 days, 20:16:38, time: 1.106, data_time: 0.068, memory: 6921, loss_aux: 1.2520, top1_acc: 0.5070, top5_acc: 0.7383, loss_cls: 2.1628, loss: 3.4149, grad_norm: 6.8670 2021-07-06 04:40:47,275 - mmaction - INFO - Epoch [69][460/3757] lr: 1.000e-02, eta: 3 days, 20:16:16, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2553, top1_acc: 0.5156, top5_acc: 0.7445, loss_cls: 2.0993, loss: 3.3546, grad_norm: 6.9902 2021-07-06 04:41:09,013 - mmaction - INFO - Epoch [69][480/3757] lr: 1.000e-02, eta: 3 days, 20:15:54, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.2286, top1_acc: 0.5266, top5_acc: 0.7398, loss_cls: 2.0963, loss: 3.3249, grad_norm: 6.9476 2021-07-06 04:41:31,167 - mmaction - INFO - Epoch [69][500/3757] lr: 1.000e-02, eta: 3 days, 20:15:33, time: 1.106, data_time: 0.001, memory: 6921, loss_aux: 1.2566, top1_acc: 0.5141, top5_acc: 0.7492, loss_cls: 2.1118, loss: 3.3684, grad_norm: 6.8296 2021-07-06 04:41:52,561 - mmaction - INFO - Epoch [69][520/3757] lr: 1.000e-02, eta: 3 days, 20:15:11, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2946, top1_acc: 0.4898, top5_acc: 0.7195, loss_cls: 2.2328, loss: 3.5274, grad_norm: 7.1493 2021-07-06 04:42:14,024 - mmaction - INFO - Epoch [69][540/3757] lr: 1.000e-02, eta: 3 days, 20:14:50, time: 1.074, data_time: 0.018, memory: 6921, loss_aux: 1.2700, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.1697, loss: 3.4398, grad_norm: 6.8603 2021-07-06 04:42:36,153 - mmaction - INFO - Epoch [69][560/3757] lr: 1.000e-02, eta: 3 days, 20:14:29, time: 1.105, data_time: 0.071, memory: 6921, loss_aux: 1.2163, top1_acc: 0.5242, top5_acc: 0.7539, loss_cls: 2.0189, loss: 3.2352, grad_norm: 6.8832 2021-07-06 04:42:57,640 - mmaction - INFO - Epoch [69][580/3757] lr: 1.000e-02, eta: 3 days, 20:14:07, time: 1.074, data_time: 0.032, memory: 6921, loss_aux: 1.1904, top1_acc: 0.5344, top5_acc: 0.7727, loss_cls: 1.9985, loss: 3.1889, grad_norm: 6.8295 2021-07-06 04:43:18,780 - mmaction - INFO - Epoch [69][600/3757] lr: 1.000e-02, eta: 3 days, 20:13:45, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2558, top1_acc: 0.5117, top5_acc: 0.7398, loss_cls: 2.1172, loss: 3.3730, grad_norm: 7.1160 2021-07-06 04:43:40,015 - mmaction - INFO - Epoch [69][620/3757] lr: 1.000e-02, eta: 3 days, 20:13:23, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2920, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2043, loss: 3.4963, grad_norm: 6.9694 2021-07-06 04:44:02,219 - mmaction - INFO - Epoch [69][640/3757] lr: 1.000e-02, eta: 3 days, 20:13:02, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.2632, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.1922, loss: 3.4554, grad_norm: 6.8155 2021-07-06 04:44:23,223 - mmaction - INFO - Epoch [69][660/3757] lr: 1.000e-02, eta: 3 days, 20:12:40, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2727, top1_acc: 0.4906, top5_acc: 0.7438, loss_cls: 2.2125, loss: 3.4852, grad_norm: 6.8125 2021-07-06 04:44:44,736 - mmaction - INFO - Epoch [69][680/3757] lr: 1.000e-02, eta: 3 days, 20:12:18, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.2432, top1_acc: 0.5273, top5_acc: 0.7492, loss_cls: 2.1112, loss: 3.3544, grad_norm: 6.8987 2021-07-06 04:45:06,890 - mmaction - INFO - Epoch [69][700/3757] lr: 1.000e-02, eta: 3 days, 20:11:57, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.2472, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.1554, loss: 3.4026, grad_norm: 6.8519 2021-07-06 04:45:29,014 - mmaction - INFO - Epoch [69][720/3757] lr: 1.000e-02, eta: 3 days, 20:11:36, time: 1.106, data_time: 0.009, memory: 6921, loss_aux: 1.2923, top1_acc: 0.5008, top5_acc: 0.7195, loss_cls: 2.2029, loss: 3.4953, grad_norm: 6.7492 2021-07-06 04:45:50,425 - mmaction - INFO - Epoch [69][740/3757] lr: 1.000e-02, eta: 3 days, 20:11:14, time: 1.071, data_time: 0.007, memory: 6921, loss_aux: 1.1886, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 1.9769, loss: 3.1655, grad_norm: 6.7266 2021-07-06 04:46:11,966 - mmaction - INFO - Epoch [69][760/3757] lr: 1.000e-02, eta: 3 days, 20:10:52, time: 1.078, data_time: 0.007, memory: 6921, loss_aux: 1.2605, top1_acc: 0.5344, top5_acc: 0.7383, loss_cls: 2.1221, loss: 3.3826, grad_norm: 6.8569 2021-07-06 04:46:33,473 - mmaction - INFO - Epoch [69][780/3757] lr: 1.000e-02, eta: 3 days, 20:10:31, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.2459, top1_acc: 0.5148, top5_acc: 0.7336, loss_cls: 2.1049, loss: 3.3509, grad_norm: 6.9862 2021-07-06 04:46:55,282 - mmaction - INFO - Epoch [69][800/3757] lr: 1.000e-02, eta: 3 days, 20:10:09, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2359, top1_acc: 0.5289, top5_acc: 0.7508, loss_cls: 2.0903, loss: 3.3261, grad_norm: 6.6748 2021-07-06 04:47:16,569 - mmaction - INFO - Epoch [69][820/3757] lr: 1.000e-02, eta: 3 days, 20:09:47, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2432, top1_acc: 0.5188, top5_acc: 0.7383, loss_cls: 2.0689, loss: 3.3122, grad_norm: 6.7542 2021-07-06 04:47:37,906 - mmaction - INFO - Epoch [69][840/3757] lr: 1.000e-02, eta: 3 days, 20:09:25, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2119, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.0475, loss: 3.2594, grad_norm: 6.7559 2021-07-06 04:47:59,669 - mmaction - INFO - Epoch [69][860/3757] lr: 1.000e-02, eta: 3 days, 20:09:04, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2828, top1_acc: 0.5203, top5_acc: 0.7328, loss_cls: 2.1553, loss: 3.4381, grad_norm: 6.6731 2021-07-06 04:48:21,014 - mmaction - INFO - Epoch [69][880/3757] lr: 1.000e-02, eta: 3 days, 20:08:42, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2234, top1_acc: 0.5219, top5_acc: 0.7375, loss_cls: 2.0819, loss: 3.3053, grad_norm: 6.7171 2021-07-06 04:48:43,075 - mmaction - INFO - Epoch [69][900/3757] lr: 1.000e-02, eta: 3 days, 20:08:21, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.2415, top1_acc: 0.5297, top5_acc: 0.7406, loss_cls: 2.0862, loss: 3.3277, grad_norm: 6.6390 2021-07-06 04:49:04,283 - mmaction - INFO - Epoch [69][920/3757] lr: 1.000e-02, eta: 3 days, 20:07:59, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2652, top1_acc: 0.4984, top5_acc: 0.7422, loss_cls: 2.1765, loss: 3.4417, grad_norm: 6.6950 2021-07-06 04:49:25,438 - mmaction - INFO - Epoch [69][940/3757] lr: 1.000e-02, eta: 3 days, 20:07:37, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2677, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1905, loss: 3.4582, grad_norm: 6.8368 2021-07-06 04:49:47,812 - mmaction - INFO - Epoch [69][960/3757] lr: 1.000e-02, eta: 3 days, 20:07:16, time: 1.119, data_time: 0.010, memory: 6921, loss_aux: 1.2846, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.2049, loss: 3.4894, grad_norm: 6.9190 2021-07-06 04:50:08,901 - mmaction - INFO - Epoch [69][980/3757] lr: 1.000e-02, eta: 3 days, 20:06:54, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2666, top1_acc: 0.4977, top5_acc: 0.7289, loss_cls: 2.2301, loss: 3.4967, grad_norm: 6.8742 2021-07-06 04:50:30,128 - mmaction - INFO - Epoch [69][1000/3757] lr: 1.000e-02, eta: 3 days, 20:06:32, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2318, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1063, loss: 3.3381, grad_norm: 6.8582 2021-07-06 04:50:51,833 - mmaction - INFO - Epoch [69][1020/3757] lr: 1.000e-02, eta: 3 days, 20:06:11, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2723, top1_acc: 0.5156, top5_acc: 0.7227, loss_cls: 2.1722, loss: 3.4445, grad_norm: 6.7703 2021-07-06 04:51:13,210 - mmaction - INFO - Epoch [69][1040/3757] lr: 1.000e-02, eta: 3 days, 20:05:49, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2176, top1_acc: 0.5508, top5_acc: 0.7461, loss_cls: 2.0643, loss: 3.2819, grad_norm: 6.5546 2021-07-06 04:51:34,290 - mmaction - INFO - Epoch [69][1060/3757] lr: 1.000e-02, eta: 3 days, 20:05:27, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2687, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2183, loss: 3.4870, grad_norm: 6.9245 2021-07-06 04:51:56,496 - mmaction - INFO - Epoch [69][1080/3757] lr: 1.000e-02, eta: 3 days, 20:05:06, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.2708, top1_acc: 0.5125, top5_acc: 0.7383, loss_cls: 2.1585, loss: 3.4293, grad_norm: 6.8394 2021-07-06 04:52:18,017 - mmaction - INFO - Epoch [69][1100/3757] lr: 1.000e-02, eta: 3 days, 20:04:44, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2145, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.0966, loss: 3.3111, grad_norm: 6.6518 2021-07-06 04:52:39,565 - mmaction - INFO - Epoch [69][1120/3757] lr: 1.000e-02, eta: 3 days, 20:04:22, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2446, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.0923, loss: 3.3369, grad_norm: 6.7136 2021-07-06 04:53:00,881 - mmaction - INFO - Epoch [69][1140/3757] lr: 1.000e-02, eta: 3 days, 20:04:00, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2258, top1_acc: 0.5188, top5_acc: 0.7539, loss_cls: 2.0677, loss: 3.2935, grad_norm: 6.6951 2021-07-06 04:53:23,075 - mmaction - INFO - Epoch [69][1160/3757] lr: 1.000e-02, eta: 3 days, 20:03:39, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.2170, top1_acc: 0.5367, top5_acc: 0.7453, loss_cls: 2.0688, loss: 3.2858, grad_norm: 6.7577 2021-07-06 04:53:45,194 - mmaction - INFO - Epoch [69][1180/3757] lr: 1.000e-02, eta: 3 days, 20:03:19, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2515, top1_acc: 0.5047, top5_acc: 0.7258, loss_cls: 2.1848, loss: 3.4363, grad_norm: 6.8924 2021-07-06 04:54:06,832 - mmaction - INFO - Epoch [69][1200/3757] lr: 1.000e-02, eta: 3 days, 20:02:57, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2559, top1_acc: 0.5203, top5_acc: 0.7234, loss_cls: 2.1660, loss: 3.4220, grad_norm: 6.6698 2021-07-06 04:54:27,780 - mmaction - INFO - Epoch [69][1220/3757] lr: 1.000e-02, eta: 3 days, 20:02:35, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2494, top1_acc: 0.5289, top5_acc: 0.7422, loss_cls: 2.1511, loss: 3.4005, grad_norm: 7.0803 2021-07-06 04:54:49,753 - mmaction - INFO - Epoch [69][1240/3757] lr: 1.000e-02, eta: 3 days, 20:02:13, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.1242, loss: 3.3712, grad_norm: 6.7811 2021-07-06 04:55:11,354 - mmaction - INFO - Epoch [69][1260/3757] lr: 1.000e-02, eta: 3 days, 20:01:52, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2359, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.0954, loss: 3.3313, grad_norm: 6.7094 2021-07-06 04:55:33,158 - mmaction - INFO - Epoch [69][1280/3757] lr: 1.000e-02, eta: 3 days, 20:01:31, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2283, top1_acc: 0.5188, top5_acc: 0.7414, loss_cls: 2.1185, loss: 3.3468, grad_norm: 7.0208 2021-07-06 04:55:54,532 - mmaction - INFO - Epoch [69][1300/3757] lr: 1.000e-02, eta: 3 days, 20:01:09, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.1737, top1_acc: 0.5359, top5_acc: 0.7797, loss_cls: 1.9369, loss: 3.1106, grad_norm: 6.8527 2021-07-06 04:56:16,306 - mmaction - INFO - Epoch [69][1320/3757] lr: 1.000e-02, eta: 3 days, 20:00:47, time: 1.088, data_time: 0.026, memory: 6921, loss_aux: 1.2463, top1_acc: 0.5148, top5_acc: 0.7469, loss_cls: 2.1181, loss: 3.3644, grad_norm: 6.7680 2021-07-06 04:56:38,057 - mmaction - INFO - Epoch [69][1340/3757] lr: 1.000e-02, eta: 3 days, 20:00:26, time: 1.088, data_time: 0.037, memory: 6921, loss_aux: 1.3020, top1_acc: 0.5023, top5_acc: 0.7484, loss_cls: 2.1618, loss: 3.4638, grad_norm: 7.0653 2021-07-06 04:56:59,253 - mmaction - INFO - Epoch [69][1360/3757] lr: 1.000e-02, eta: 3 days, 20:00:04, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.3323, top1_acc: 0.4781, top5_acc: 0.7109, loss_cls: 2.3104, loss: 3.6426, grad_norm: 7.0737 2021-07-06 04:57:21,136 - mmaction - INFO - Epoch [69][1380/3757] lr: 1.000e-02, eta: 3 days, 19:59:42, time: 1.092, data_time: 0.044, memory: 6921, loss_aux: 1.2669, top1_acc: 0.5031, top5_acc: 0.7445, loss_cls: 2.1281, loss: 3.3950, grad_norm: 6.8838 2021-07-06 04:57:43,939 - mmaction - INFO - Epoch [69][1400/3757] lr: 1.000e-02, eta: 3 days, 19:59:22, time: 1.143, data_time: 0.114, memory: 6921, loss_aux: 1.2338, top1_acc: 0.5391, top5_acc: 0.7391, loss_cls: 2.1345, loss: 3.3684, grad_norm: 6.8534 2021-07-06 04:58:05,113 - mmaction - INFO - Epoch [69][1420/3757] lr: 1.000e-02, eta: 3 days, 19:59:00, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2516, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1237, loss: 3.3754, grad_norm: 7.1447 2021-07-06 04:58:26,416 - mmaction - INFO - Epoch [69][1440/3757] lr: 1.000e-02, eta: 3 days, 19:58:38, time: 1.068, data_time: 0.007, memory: 6921, loss_aux: 1.2489, top1_acc: 0.5242, top5_acc: 0.7297, loss_cls: 2.1385, loss: 3.3873, grad_norm: 6.8378 2021-07-06 04:58:47,819 - mmaction - INFO - Epoch [69][1460/3757] lr: 1.000e-02, eta: 3 days, 19:58:16, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2359, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.0940, loss: 3.3298, grad_norm: 6.7638 2021-07-06 04:59:10,282 - mmaction - INFO - Epoch [69][1480/3757] lr: 1.000e-02, eta: 3 days, 19:57:56, time: 1.123, data_time: 0.002, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1409, loss: 3.3991, grad_norm: 6.9216 2021-07-06 04:59:31,043 - mmaction - INFO - Epoch [69][1500/3757] lr: 1.000e-02, eta: 3 days, 19:57:33, time: 1.037, data_time: 0.003, memory: 6921, loss_aux: 1.2811, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.1979, loss: 3.4790, grad_norm: 6.9946 2021-07-06 04:59:52,008 - mmaction - INFO - Epoch [69][1520/3757] lr: 1.000e-02, eta: 3 days, 19:57:11, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2322, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1220, loss: 3.3543, grad_norm: 7.0569 2021-07-06 05:00:13,947 - mmaction - INFO - Epoch [69][1540/3757] lr: 1.000e-02, eta: 3 days, 19:56:50, time: 1.097, data_time: 0.017, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5047, top5_acc: 0.7320, loss_cls: 2.1751, loss: 3.4320, grad_norm: 6.8421 2021-07-06 05:00:36,031 - mmaction - INFO - Epoch [69][1560/3757] lr: 1.000e-02, eta: 3 days, 19:56:29, time: 1.104, data_time: 0.005, memory: 6921, loss_aux: 1.3038, top1_acc: 0.5039, top5_acc: 0.7234, loss_cls: 2.2052, loss: 3.5090, grad_norm: 6.8937 2021-07-06 05:00:57,127 - mmaction - INFO - Epoch [69][1580/3757] lr: 1.000e-02, eta: 3 days, 19:56:07, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2270, top1_acc: 0.5141, top5_acc: 0.7398, loss_cls: 2.1178, loss: 3.3448, grad_norm: 6.6833 2021-07-06 05:01:19,254 - mmaction - INFO - Epoch [69][1600/3757] lr: 1.000e-02, eta: 3 days, 19:55:46, time: 1.106, data_time: 0.005, memory: 6921, loss_aux: 1.2276, top1_acc: 0.5281, top5_acc: 0.7469, loss_cls: 2.0706, loss: 3.2982, grad_norm: 6.7153 2021-07-06 05:01:41,013 - mmaction - INFO - Epoch [69][1620/3757] lr: 1.000e-02, eta: 3 days, 19:55:24, time: 1.089, data_time: 0.021, memory: 6921, loss_aux: 1.2615, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.1946, loss: 3.4561, grad_norm: 6.9141 2021-07-06 05:02:02,854 - mmaction - INFO - Epoch [69][1640/3757] lr: 1.000e-02, eta: 3 days, 19:55:03, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2480, top1_acc: 0.5164, top5_acc: 0.7539, loss_cls: 2.1292, loss: 3.3772, grad_norm: 6.8585 2021-07-06 05:02:24,003 - mmaction - INFO - Epoch [69][1660/3757] lr: 1.000e-02, eta: 3 days, 19:54:41, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.2395, top1_acc: 0.5273, top5_acc: 0.7453, loss_cls: 2.1114, loss: 3.3509, grad_norm: 6.8497 2021-07-06 05:02:45,344 - mmaction - INFO - Epoch [69][1680/3757] lr: 1.000e-02, eta: 3 days, 19:54:19, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.2387, top1_acc: 0.5141, top5_acc: 0.7453, loss_cls: 2.1051, loss: 3.3437, grad_norm: 6.7515 2021-07-06 05:03:06,680 - mmaction - INFO - Epoch [69][1700/3757] lr: 1.000e-02, eta: 3 days, 19:53:57, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.3098, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2031, loss: 3.5129, grad_norm: 7.0315 2021-07-06 05:03:28,721 - mmaction - INFO - Epoch [69][1720/3757] lr: 1.000e-02, eta: 3 days, 19:53:36, time: 1.103, data_time: 0.013, memory: 6921, loss_aux: 1.1920, top1_acc: 0.5250, top5_acc: 0.7578, loss_cls: 2.0510, loss: 3.2429, grad_norm: 7.0295 2021-07-06 05:03:49,947 - mmaction - INFO - Epoch [69][1740/3757] lr: 1.000e-02, eta: 3 days, 19:53:14, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.2415, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0942, loss: 3.3357, grad_norm: 6.8590 2021-07-06 05:04:11,092 - mmaction - INFO - Epoch [69][1760/3757] lr: 1.000e-02, eta: 3 days, 19:52:52, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2884, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1851, loss: 3.4736, grad_norm: 6.8893 2021-07-06 05:04:33,125 - mmaction - INFO - Epoch [69][1780/3757] lr: 1.000e-02, eta: 3 days, 19:52:31, time: 1.100, data_time: 0.001, memory: 6921, loss_aux: 1.2448, top1_acc: 0.5195, top5_acc: 0.7383, loss_cls: 2.1376, loss: 3.3824, grad_norm: 6.7568 2021-07-06 05:04:55,093 - mmaction - INFO - Epoch [69][1800/3757] lr: 1.000e-02, eta: 3 days, 19:52:09, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2012, top1_acc: 0.5352, top5_acc: 0.7406, loss_cls: 2.0638, loss: 3.2650, grad_norm: 6.8470 2021-07-06 05:05:17,675 - mmaction - INFO - Epoch [69][1820/3757] lr: 1.000e-02, eta: 3 days, 19:51:49, time: 1.130, data_time: 0.004, memory: 6921, loss_aux: 1.2129, top1_acc: 0.5211, top5_acc: 0.7383, loss_cls: 2.0562, loss: 3.2691, grad_norm: 6.8496 2021-07-06 05:05:38,937 - mmaction - INFO - Epoch [69][1840/3757] lr: 1.000e-02, eta: 3 days, 19:51:27, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2434, top1_acc: 0.4938, top5_acc: 0.7602, loss_cls: 2.0981, loss: 3.3415, grad_norm: 6.7970 2021-07-06 05:06:00,007 - mmaction - INFO - Epoch [69][1860/3757] lr: 1.000e-02, eta: 3 days, 19:51:05, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2356, top1_acc: 0.5320, top5_acc: 0.7492, loss_cls: 2.0721, loss: 3.3078, grad_norm: 6.8768 2021-07-06 05:06:21,438 - mmaction - INFO - Epoch [69][1880/3757] lr: 1.000e-02, eta: 3 days, 19:50:43, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2725, top1_acc: 0.5062, top5_acc: 0.7242, loss_cls: 2.1730, loss: 3.4454, grad_norm: 6.9292 2021-07-06 05:06:43,277 - mmaction - INFO - Epoch [69][1900/3757] lr: 1.000e-02, eta: 3 days, 19:50:22, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.2636, top1_acc: 0.5094, top5_acc: 0.7320, loss_cls: 2.1823, loss: 3.4458, grad_norm: 7.0978 2021-07-06 05:07:05,558 - mmaction - INFO - Epoch [69][1920/3757] lr: 1.000e-02, eta: 3 days, 19:50:01, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.3376, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2960, loss: 3.6336, grad_norm: 7.0262 2021-07-06 05:07:27,441 - mmaction - INFO - Epoch [69][1940/3757] lr: 1.000e-02, eta: 3 days, 19:49:40, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.2506, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.0868, loss: 3.3374, grad_norm: 6.6183 2021-07-06 05:07:48,441 - mmaction - INFO - Epoch [69][1960/3757] lr: 1.000e-02, eta: 3 days, 19:49:17, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2540, top1_acc: 0.5266, top5_acc: 0.7438, loss_cls: 2.1220, loss: 3.3760, grad_norm: 6.7669 2021-07-06 05:08:09,379 - mmaction - INFO - Epoch [69][1980/3757] lr: 1.000e-02, eta: 3 days, 19:48:55, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2652, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1687, loss: 3.4339, grad_norm: 6.8404 2021-07-06 05:08:32,131 - mmaction - INFO - Epoch [69][2000/3757] lr: 1.000e-02, eta: 3 days, 19:48:35, time: 1.136, data_time: 0.047, memory: 6921, loss_aux: 1.1794, top1_acc: 0.5586, top5_acc: 0.7516, loss_cls: 1.9705, loss: 3.1499, grad_norm: 6.6888 2021-07-06 05:08:53,748 - mmaction - INFO - Epoch [69][2020/3757] lr: 1.000e-02, eta: 3 days, 19:48:13, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2310, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.0659, loss: 3.2969, grad_norm: 6.7929 2021-07-06 05:09:15,973 - mmaction - INFO - Epoch [69][2040/3757] lr: 1.000e-02, eta: 3 days, 19:47:52, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 1.2082, top1_acc: 0.5289, top5_acc: 0.7492, loss_cls: 2.0422, loss: 3.2504, grad_norm: 6.9623 2021-07-06 05:09:37,386 - mmaction - INFO - Epoch [69][2060/3757] lr: 1.000e-02, eta: 3 days, 19:47:31, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.3196, top1_acc: 0.4930, top5_acc: 0.7367, loss_cls: 2.2638, loss: 3.5834, grad_norm: 7.0299 2021-07-06 05:09:59,246 - mmaction - INFO - Epoch [69][2080/3757] lr: 1.000e-02, eta: 3 days, 19:47:09, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.2739, top1_acc: 0.4898, top5_acc: 0.7258, loss_cls: 2.2277, loss: 3.5016, grad_norm: 7.0661 2021-07-06 05:10:20,424 - mmaction - INFO - Epoch [69][2100/3757] lr: 1.000e-02, eta: 3 days, 19:46:47, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2726, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.1270, loss: 3.3995, grad_norm: 6.8654 2021-07-06 05:10:41,590 - mmaction - INFO - Epoch [69][2120/3757] lr: 1.000e-02, eta: 3 days, 19:46:25, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2855, top1_acc: 0.4984, top5_acc: 0.7328, loss_cls: 2.1841, loss: 3.4695, grad_norm: 6.9286 2021-07-06 05:11:03,158 - mmaction - INFO - Epoch [69][2140/3757] lr: 1.000e-02, eta: 3 days, 19:46:03, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.2301, top1_acc: 0.5398, top5_acc: 0.7609, loss_cls: 1.9963, loss: 3.2264, grad_norm: 6.8346 2021-07-06 05:11:24,835 - mmaction - INFO - Epoch [69][2160/3757] lr: 1.000e-02, eta: 3 days, 19:45:42, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2442, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.0830, loss: 3.3272, grad_norm: 7.0174 2021-07-06 05:11:46,893 - mmaction - INFO - Epoch [69][2180/3757] lr: 1.000e-02, eta: 3 days, 19:45:21, time: 1.102, data_time: 0.001, memory: 6921, loss_aux: 1.2005, top1_acc: 0.5281, top5_acc: 0.7461, loss_cls: 2.0469, loss: 3.2474, grad_norm: 6.7478 2021-07-06 05:12:08,173 - mmaction - INFO - Epoch [69][2200/3757] lr: 1.000e-02, eta: 3 days, 19:44:59, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.3085, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.2402, loss: 3.5487, grad_norm: 6.9762 2021-07-06 05:12:29,702 - mmaction - INFO - Epoch [69][2220/3757] lr: 1.000e-02, eta: 3 days, 19:44:37, time: 1.078, data_time: 0.006, memory: 6921, loss_aux: 1.2228, top1_acc: 0.5312, top5_acc: 0.7383, loss_cls: 2.0806, loss: 3.3035, grad_norm: 6.6954 2021-07-06 05:12:52,262 - mmaction - INFO - Epoch [69][2240/3757] lr: 1.000e-02, eta: 3 days, 19:44:17, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 1.2648, top1_acc: 0.5203, top5_acc: 0.7391, loss_cls: 2.1395, loss: 3.4043, grad_norm: 7.0334 2021-07-06 05:13:13,279 - mmaction - INFO - Epoch [69][2260/3757] lr: 1.000e-02, eta: 3 days, 19:43:54, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2591, top1_acc: 0.5227, top5_acc: 0.7375, loss_cls: 2.1475, loss: 3.4066, grad_norm: 6.7331 2021-07-06 05:13:35,101 - mmaction - INFO - Epoch [69][2280/3757] lr: 1.000e-02, eta: 3 days, 19:43:33, time: 1.091, data_time: 0.001, memory: 6921, loss_aux: 1.3011, top1_acc: 0.4813, top5_acc: 0.7203, loss_cls: 2.2537, loss: 3.5547, grad_norm: 6.9714 2021-07-06 05:13:56,228 - mmaction - INFO - Epoch [69][2300/3757] lr: 1.000e-02, eta: 3 days, 19:43:11, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2289, top1_acc: 0.5375, top5_acc: 0.7469, loss_cls: 2.0806, loss: 3.3095, grad_norm: 6.6812 2021-07-06 05:14:18,055 - mmaction - INFO - Epoch [69][2320/3757] lr: 1.000e-02, eta: 3 days, 19:42:50, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 1.2268, top1_acc: 0.5336, top5_acc: 0.7523, loss_cls: 2.0669, loss: 3.2937, grad_norm: 6.8803 2021-07-06 05:14:39,224 - mmaction - INFO - Epoch [69][2340/3757] lr: 1.000e-02, eta: 3 days, 19:42:28, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2388, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1201, loss: 3.3589, grad_norm: 6.8329 2021-07-06 05:15:01,421 - mmaction - INFO - Epoch [69][2360/3757] lr: 1.000e-02, eta: 3 days, 19:42:07, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 1.2647, top1_acc: 0.5320, top5_acc: 0.7414, loss_cls: 2.1211, loss: 3.3858, grad_norm: 6.8346 2021-07-06 05:15:23,640 - mmaction - INFO - Epoch [69][2380/3757] lr: 1.000e-02, eta: 3 days, 19:41:46, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.1940, top1_acc: 0.5414, top5_acc: 0.7609, loss_cls: 1.9842, loss: 3.1782, grad_norm: 6.8536 2021-07-06 05:15:44,626 - mmaction - INFO - Epoch [69][2400/3757] lr: 1.000e-02, eta: 3 days, 19:41:23, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2642, top1_acc: 0.5148, top5_acc: 0.7406, loss_cls: 2.1805, loss: 3.4447, grad_norm: 7.0547 2021-07-06 05:16:05,980 - mmaction - INFO - Epoch [69][2420/3757] lr: 1.000e-02, eta: 3 days, 19:41:02, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4969, top5_acc: 0.7148, loss_cls: 2.2100, loss: 3.5069, grad_norm: 6.7875 2021-07-06 05:16:27,030 - mmaction - INFO - Epoch [69][2440/3757] lr: 1.000e-02, eta: 3 days, 19:40:39, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2465, top1_acc: 0.5047, top5_acc: 0.7469, loss_cls: 2.1427, loss: 3.3892, grad_norm: 6.8991 2021-07-06 05:16:48,869 - mmaction - INFO - Epoch [69][2460/3757] lr: 1.000e-02, eta: 3 days, 19:40:18, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2654, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1838, loss: 3.4492, grad_norm: 7.0265 2021-07-06 05:17:10,322 - mmaction - INFO - Epoch [69][2480/3757] lr: 1.000e-02, eta: 3 days, 19:39:56, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2740, top1_acc: 0.4953, top5_acc: 0.7406, loss_cls: 2.1585, loss: 3.4326, grad_norm: 7.0130 2021-07-06 05:17:31,522 - mmaction - INFO - Epoch [69][2500/3757] lr: 1.000e-02, eta: 3 days, 19:39:34, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.2822, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.2554, loss: 3.5376, grad_norm: 6.8441 2021-07-06 05:17:54,281 - mmaction - INFO - Epoch [69][2520/3757] lr: 1.000e-02, eta: 3 days, 19:39:14, time: 1.138, data_time: 0.002, memory: 6921, loss_aux: 1.3054, top1_acc: 0.4945, top5_acc: 0.7234, loss_cls: 2.2126, loss: 3.5181, grad_norm: 6.8827 2021-07-06 05:18:15,302 - mmaction - INFO - Epoch [69][2540/3757] lr: 1.000e-02, eta: 3 days, 19:38:52, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2534, top1_acc: 0.4953, top5_acc: 0.7180, loss_cls: 2.1740, loss: 3.4274, grad_norm: 6.8587 2021-07-06 05:18:36,618 - mmaction - INFO - Epoch [69][2560/3757] lr: 1.000e-02, eta: 3 days, 19:38:30, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2577, top1_acc: 0.5125, top5_acc: 0.7594, loss_cls: 2.1077, loss: 3.3654, grad_norm: 6.9033 2021-07-06 05:18:57,929 - mmaction - INFO - Epoch [69][2580/3757] lr: 1.000e-02, eta: 3 days, 19:38:08, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2626, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1557, loss: 3.4183, grad_norm: 6.8985 2021-07-06 05:19:19,780 - mmaction - INFO - Epoch [69][2600/3757] lr: 1.000e-02, eta: 3 days, 19:37:46, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.2475, top1_acc: 0.5117, top5_acc: 0.7367, loss_cls: 2.1457, loss: 3.3932, grad_norm: 6.8455 2021-07-06 05:19:40,958 - mmaction - INFO - Epoch [69][2620/3757] lr: 1.000e-02, eta: 3 days, 19:37:24, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2681, top1_acc: 0.5094, top5_acc: 0.7500, loss_cls: 2.1270, loss: 3.3951, grad_norm: 6.8434 2021-07-06 05:20:03,246 - mmaction - INFO - Epoch [69][2640/3757] lr: 1.000e-02, eta: 3 days, 19:37:04, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.2513, top1_acc: 0.5109, top5_acc: 0.7688, loss_cls: 2.1022, loss: 3.3535, grad_norm: 7.1013 2021-07-06 05:20:24,686 - mmaction - INFO - Epoch [69][2660/3757] lr: 1.000e-02, eta: 3 days, 19:36:42, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2859, top1_acc: 0.5180, top5_acc: 0.7289, loss_cls: 2.2043, loss: 3.4901, grad_norm: 7.0224 2021-07-06 05:20:46,531 - mmaction - INFO - Epoch [69][2680/3757] lr: 1.000e-02, eta: 3 days, 19:36:21, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.3038, top1_acc: 0.4992, top5_acc: 0.7242, loss_cls: 2.2234, loss: 3.5272, grad_norm: 6.9798 2021-07-06 05:21:07,789 - mmaction - INFO - Epoch [69][2700/3757] lr: 1.000e-02, eta: 3 days, 19:35:59, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2362, top1_acc: 0.5367, top5_acc: 0.7500, loss_cls: 2.0731, loss: 3.3093, grad_norm: 6.7288 2021-07-06 05:21:28,937 - mmaction - INFO - Epoch [69][2720/3757] lr: 1.000e-02, eta: 3 days, 19:35:36, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2370, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.1003, loss: 3.3373, grad_norm: 6.7399 2021-07-06 05:21:50,162 - mmaction - INFO - Epoch [69][2740/3757] lr: 1.000e-02, eta: 3 days, 19:35:14, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2534, top1_acc: 0.5008, top5_acc: 0.7453, loss_cls: 2.1119, loss: 3.3653, grad_norm: 6.8734 2021-07-06 05:22:11,842 - mmaction - INFO - Epoch [69][2760/3757] lr: 1.000e-02, eta: 3 days, 19:34:53, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2889, top1_acc: 0.5219, top5_acc: 0.7547, loss_cls: 2.1601, loss: 3.4490, grad_norm: 6.9952 2021-07-06 05:22:33,707 - mmaction - INFO - Epoch [69][2780/3757] lr: 1.000e-02, eta: 3 days, 19:34:32, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2712, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.1945, loss: 3.4657, grad_norm: 6.9918 2021-07-06 05:22:55,921 - mmaction - INFO - Epoch [69][2800/3757] lr: 1.000e-02, eta: 3 days, 19:34:11, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 1.2011, top1_acc: 0.5336, top5_acc: 0.7602, loss_cls: 1.9947, loss: 3.1957, grad_norm: 6.6986 2021-07-06 05:23:17,444 - mmaction - INFO - Epoch [69][2820/3757] lr: 1.000e-02, eta: 3 days, 19:33:49, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2683, top1_acc: 0.5109, top5_acc: 0.7312, loss_cls: 2.1486, loss: 3.4169, grad_norm: 7.0080 2021-07-06 05:23:38,643 - mmaction - INFO - Epoch [69][2840/3757] lr: 1.000e-02, eta: 3 days, 19:33:27, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2445, top1_acc: 0.5180, top5_acc: 0.7422, loss_cls: 2.1015, loss: 3.3460, grad_norm: 6.9042 2021-07-06 05:24:00,983 - mmaction - INFO - Epoch [69][2860/3757] lr: 1.000e-02, eta: 3 days, 19:33:06, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.1697, top1_acc: 0.5219, top5_acc: 0.7750, loss_cls: 1.9852, loss: 3.1549, grad_norm: 6.8571 2021-07-06 05:24:23,416 - mmaction - INFO - Epoch [69][2880/3757] lr: 1.000e-02, eta: 3 days, 19:32:46, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 1.2379, top1_acc: 0.5297, top5_acc: 0.7734, loss_cls: 2.0296, loss: 3.2675, grad_norm: 6.8442 2021-07-06 05:24:44,502 - mmaction - INFO - Epoch [69][2900/3757] lr: 1.000e-02, eta: 3 days, 19:32:23, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2419, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0824, loss: 3.3243, grad_norm: 6.9446 2021-07-06 05:25:06,477 - mmaction - INFO - Epoch [69][2920/3757] lr: 1.000e-02, eta: 3 days, 19:32:02, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.2593, top1_acc: 0.4961, top5_acc: 0.7406, loss_cls: 2.1644, loss: 3.4238, grad_norm: 6.8950 2021-07-06 05:25:28,315 - mmaction - INFO - Epoch [69][2940/3757] lr: 1.000e-02, eta: 3 days, 19:31:41, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.3149, top1_acc: 0.4961, top5_acc: 0.7070, loss_cls: 2.2846, loss: 3.5995, grad_norm: 7.0871 2021-07-06 05:25:49,537 - mmaction - INFO - Epoch [69][2960/3757] lr: 1.000e-02, eta: 3 days, 19:31:19, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2395, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.1207, loss: 3.3602, grad_norm: 6.7312 2021-07-06 05:26:11,675 - mmaction - INFO - Epoch [69][2980/3757] lr: 1.000e-02, eta: 3 days, 19:30:58, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.3092, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2499, loss: 3.5591, grad_norm: 7.0324 2021-07-06 05:26:32,676 - mmaction - INFO - Epoch [69][3000/3757] lr: 1.000e-02, eta: 3 days, 19:30:36, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2862, top1_acc: 0.5031, top5_acc: 0.7289, loss_cls: 2.2254, loss: 3.5116, grad_norm: 6.9451 2021-07-06 05:26:53,802 - mmaction - INFO - Epoch [69][3020/3757] lr: 1.000e-02, eta: 3 days, 19:30:14, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2723, top1_acc: 0.5102, top5_acc: 0.7383, loss_cls: 2.1932, loss: 3.4654, grad_norm: 7.0498 2021-07-06 05:27:15,109 - mmaction - INFO - Epoch [69][3040/3757] lr: 1.000e-02, eta: 3 days, 19:29:52, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.3061, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2697, loss: 3.5758, grad_norm: 7.0785 2021-07-06 05:27:36,998 - mmaction - INFO - Epoch [69][3060/3757] lr: 1.000e-02, eta: 3 days, 19:29:30, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.3085, top1_acc: 0.4977, top5_acc: 0.7195, loss_cls: 2.2397, loss: 3.5481, grad_norm: 6.8396 2021-07-06 05:27:59,212 - mmaction - INFO - Epoch [69][3080/3757] lr: 1.000e-02, eta: 3 days, 19:29:10, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.2670, top1_acc: 0.5148, top5_acc: 0.7328, loss_cls: 2.1709, loss: 3.4380, grad_norm: 6.9115 2021-07-06 05:28:20,562 - mmaction - INFO - Epoch [69][3100/3757] lr: 1.000e-02, eta: 3 days, 19:28:48, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2408, top1_acc: 0.5102, top5_acc: 0.7547, loss_cls: 2.0971, loss: 3.3379, grad_norm: 6.6797 2021-07-06 05:28:42,332 - mmaction - INFO - Epoch [69][3120/3757] lr: 1.000e-02, eta: 3 days, 19:28:26, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.2430, top1_acc: 0.5289, top5_acc: 0.7477, loss_cls: 2.1101, loss: 3.3531, grad_norm: 6.8295 2021-07-06 05:29:03,509 - mmaction - INFO - Epoch [69][3140/3757] lr: 1.000e-02, eta: 3 days, 19:28:04, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2566, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.1293, loss: 3.3858, grad_norm: 6.9658 2021-07-06 05:29:24,671 - mmaction - INFO - Epoch [69][3160/3757] lr: 1.000e-02, eta: 3 days, 19:27:42, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2771, top1_acc: 0.5047, top5_acc: 0.7180, loss_cls: 2.1580, loss: 3.4351, grad_norm: 7.0236 2021-07-06 05:29:47,774 - mmaction - INFO - Epoch [69][3180/3757] lr: 1.000e-02, eta: 3 days, 19:27:22, time: 1.155, data_time: 0.002, memory: 6921, loss_aux: 1.2920, top1_acc: 0.4914, top5_acc: 0.7328, loss_cls: 2.2292, loss: 3.5212, grad_norm: 7.0864 2021-07-06 05:30:08,826 - mmaction - INFO - Epoch [69][3200/3757] lr: 1.000e-02, eta: 3 days, 19:27:00, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3250, top1_acc: 0.4680, top5_acc: 0.7109, loss_cls: 2.3602, loss: 3.6852, grad_norm: 7.1357 2021-07-06 05:30:29,935 - mmaction - INFO - Epoch [69][3220/3757] lr: 1.000e-02, eta: 3 days, 19:26:38, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5055, top5_acc: 0.7492, loss_cls: 2.1493, loss: 3.4075, grad_norm: 6.8247 2021-07-06 05:30:51,757 - mmaction - INFO - Epoch [69][3240/3757] lr: 1.000e-02, eta: 3 days, 19:26:16, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 1.2596, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.1468, loss: 3.4063, grad_norm: 7.0288 2021-07-06 05:31:13,341 - mmaction - INFO - Epoch [69][3260/3757] lr: 1.000e-02, eta: 3 days, 19:25:55, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2471, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.1429, loss: 3.3900, grad_norm: 6.7327 2021-07-06 05:31:35,016 - mmaction - INFO - Epoch [69][3280/3757] lr: 1.000e-02, eta: 3 days, 19:25:33, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2734, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1369, loss: 3.4103, grad_norm: 6.8530 2021-07-06 05:31:56,776 - mmaction - INFO - Epoch [69][3300/3757] lr: 1.000e-02, eta: 3 days, 19:25:12, time: 1.087, data_time: 0.037, memory: 6921, loss_aux: 1.2139, top1_acc: 0.5227, top5_acc: 0.7609, loss_cls: 2.0552, loss: 3.2690, grad_norm: 6.8333 2021-07-06 05:32:18,113 - mmaction - INFO - Epoch [69][3320/3757] lr: 1.000e-02, eta: 3 days, 19:24:50, time: 1.066, data_time: 0.009, memory: 6921, loss_aux: 1.1655, top1_acc: 0.5492, top5_acc: 0.7695, loss_cls: 1.9713, loss: 3.1368, grad_norm: 6.7218 2021-07-06 05:32:40,473 - mmaction - INFO - Epoch [69][3340/3757] lr: 1.000e-02, eta: 3 days, 19:24:29, time: 1.117, data_time: 0.081, memory: 6921, loss_aux: 1.2667, top1_acc: 0.4977, top5_acc: 0.7266, loss_cls: 2.1722, loss: 3.4389, grad_norm: 6.8054 2021-07-06 05:33:01,536 - mmaction - INFO - Epoch [69][3360/3757] lr: 1.000e-02, eta: 3 days, 19:24:07, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2495, top1_acc: 0.5172, top5_acc: 0.7539, loss_cls: 2.1241, loss: 3.3735, grad_norm: 6.7066 2021-07-06 05:33:23,617 - mmaction - INFO - Epoch [69][3380/3757] lr: 1.000e-02, eta: 3 days, 19:23:46, time: 1.104, data_time: 0.037, memory: 6921, loss_aux: 1.2373, top1_acc: 0.5172, top5_acc: 0.7461, loss_cls: 2.0884, loss: 3.3257, grad_norm: 6.8756 2021-07-06 05:33:46,356 - mmaction - INFO - Epoch [69][3400/3757] lr: 1.000e-02, eta: 3 days, 19:23:26, time: 1.137, data_time: 0.093, memory: 6921, loss_aux: 1.2291, top1_acc: 0.5375, top5_acc: 0.7562, loss_cls: 2.0681, loss: 3.2972, grad_norm: 6.8521 2021-07-06 05:34:08,459 - mmaction - INFO - Epoch [69][3420/3757] lr: 1.000e-02, eta: 3 days, 19:23:05, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.2267, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.1179, loss: 3.3446, grad_norm: 6.9372 2021-07-06 05:34:29,885 - mmaction - INFO - Epoch [69][3440/3757] lr: 1.000e-02, eta: 3 days, 19:22:43, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2903, top1_acc: 0.5016, top5_acc: 0.7266, loss_cls: 2.1874, loss: 3.4777, grad_norm: 7.0334 2021-07-06 05:34:50,919 - mmaction - INFO - Epoch [69][3460/3757] lr: 1.000e-02, eta: 3 days, 19:22:21, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2857, top1_acc: 0.5000, top5_acc: 0.7336, loss_cls: 2.1837, loss: 3.4694, grad_norm: 6.8908 2021-07-06 05:35:12,944 - mmaction - INFO - Epoch [69][3480/3757] lr: 1.000e-02, eta: 3 days, 19:22:00, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2699, top1_acc: 0.5211, top5_acc: 0.7422, loss_cls: 2.1270, loss: 3.3969, grad_norm: 6.7802 2021-07-06 05:35:34,782 - mmaction - INFO - Epoch [69][3500/3757] lr: 1.000e-02, eta: 3 days, 19:21:38, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5023, top5_acc: 0.7398, loss_cls: 2.1127, loss: 3.3694, grad_norm: 6.9076 2021-07-06 05:35:55,969 - mmaction - INFO - Epoch [69][3520/3757] lr: 1.000e-02, eta: 3 days, 19:21:16, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2512, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.1062, loss: 3.3574, grad_norm: 6.6986 2021-07-06 05:36:17,822 - mmaction - INFO - Epoch [69][3540/3757] lr: 1.000e-02, eta: 3 days, 19:20:55, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.2496, top1_acc: 0.5133, top5_acc: 0.7336, loss_cls: 2.1786, loss: 3.4282, grad_norm: 6.7426 2021-07-06 05:36:39,950 - mmaction - INFO - Epoch [69][3560/3757] lr: 1.000e-02, eta: 3 days, 19:20:34, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.2862, top1_acc: 0.5055, top5_acc: 0.7406, loss_cls: 2.1499, loss: 3.4361, grad_norm: 6.8602 2021-07-06 05:37:01,167 - mmaction - INFO - Epoch [69][3580/3757] lr: 1.000e-02, eta: 3 days, 19:20:12, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2455, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.1167, loss: 3.3622, grad_norm: 6.9380 2021-07-06 05:37:23,160 - mmaction - INFO - Epoch [69][3600/3757] lr: 1.000e-02, eta: 3 days, 19:19:51, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.2583, top1_acc: 0.4992, top5_acc: 0.7453, loss_cls: 2.1460, loss: 3.4044, grad_norm: 7.1220 2021-07-06 05:37:44,424 - mmaction - INFO - Epoch [69][3620/3757] lr: 1.000e-02, eta: 3 days, 19:19:29, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2238, top1_acc: 0.5375, top5_acc: 0.7523, loss_cls: 2.0488, loss: 3.2726, grad_norm: 6.8355 2021-07-06 05:38:06,150 - mmaction - INFO - Epoch [69][3640/3757] lr: 1.000e-02, eta: 3 days, 19:19:07, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.2480, top1_acc: 0.5180, top5_acc: 0.7539, loss_cls: 2.1122, loss: 3.3602, grad_norm: 6.9197 2021-07-06 05:38:28,704 - mmaction - INFO - Epoch [69][3660/3757] lr: 1.000e-02, eta: 3 days, 19:18:47, time: 1.125, data_time: 0.001, memory: 6921, loss_aux: 1.2409, top1_acc: 0.5305, top5_acc: 0.7461, loss_cls: 2.1140, loss: 3.3549, grad_norm: 6.8710 2021-07-06 05:38:49,717 - mmaction - INFO - Epoch [69][3680/3757] lr: 1.000e-02, eta: 3 days, 19:18:25, time: 1.052, data_time: 0.007, memory: 6921, loss_aux: 1.2289, top1_acc: 0.5219, top5_acc: 0.7477, loss_cls: 2.1297, loss: 3.3587, grad_norm: 7.1083 2021-07-06 05:39:11,609 - mmaction - INFO - Epoch [69][3700/3757] lr: 1.000e-02, eta: 3 days, 19:18:03, time: 1.093, data_time: 0.001, memory: 6921, loss_aux: 1.2548, top1_acc: 0.5070, top5_acc: 0.7312, loss_cls: 2.1385, loss: 3.3933, grad_norm: 6.7820 2021-07-06 05:39:33,585 - mmaction - INFO - Epoch [69][3720/3757] lr: 1.000e-02, eta: 3 days, 19:17:42, time: 1.100, data_time: 0.007, memory: 6921, loss_aux: 1.2422, top1_acc: 0.5078, top5_acc: 0.7547, loss_cls: 2.1322, loss: 3.3744, grad_norm: 6.9047 2021-07-06 05:39:54,881 - mmaction - INFO - Epoch [69][3740/3757] lr: 1.000e-02, eta: 3 days, 19:17:20, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2646, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1696, loss: 3.4342, grad_norm: 6.9220 2021-07-06 05:40:13,352 - mmaction - INFO - Saving checkpoint at 69 epochs 2021-07-06 05:41:16,203 - mmaction - INFO - Epoch [70][20/3757] lr: 1.000e-02, eta: 3 days, 19:17:05, time: 3.061, data_time: 2.011, memory: 6921, loss_aux: 1.1905, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0122, loss: 3.2027, grad_norm: 6.5522 2021-07-06 05:41:38,735 - mmaction - INFO - Epoch [70][40/3757] lr: 1.000e-02, eta: 3 days, 19:16:45, time: 1.126, data_time: 0.083, memory: 6921, loss_aux: 1.2375, top1_acc: 0.4992, top5_acc: 0.7461, loss_cls: 2.0948, loss: 3.3323, grad_norm: 6.8641 2021-07-06 05:41:59,930 - mmaction - INFO - Epoch [70][60/3757] lr: 1.000e-02, eta: 3 days, 19:16:23, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2613, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1599, loss: 3.4212, grad_norm: 6.9600 2021-07-06 05:42:21,177 - mmaction - INFO - Epoch [70][80/3757] lr: 1.000e-02, eta: 3 days, 19:16:01, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5164, top5_acc: 0.7391, loss_cls: 2.1083, loss: 3.3690, grad_norm: 6.7808 2021-07-06 05:42:42,459 - mmaction - INFO - Epoch [70][100/3757] lr: 1.000e-02, eta: 3 days, 19:15:39, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2629, top1_acc: 0.5102, top5_acc: 0.7438, loss_cls: 2.1621, loss: 3.4250, grad_norm: 6.9003 2021-07-06 05:43:03,906 - mmaction - INFO - Epoch [70][120/3757] lr: 1.000e-02, eta: 3 days, 19:15:17, time: 1.072, data_time: 0.012, memory: 6921, loss_aux: 1.2257, top1_acc: 0.5312, top5_acc: 0.7477, loss_cls: 2.0534, loss: 3.2791, grad_norm: 6.7023 2021-07-06 05:43:25,819 - mmaction - INFO - Epoch [70][140/3757] lr: 1.000e-02, eta: 3 days, 19:14:56, time: 1.094, data_time: 0.046, memory: 6921, loss_aux: 1.2562, top1_acc: 0.5219, top5_acc: 0.7281, loss_cls: 2.1539, loss: 3.4102, grad_norm: 6.8794 2021-07-06 05:43:46,967 - mmaction - INFO - Epoch [70][160/3757] lr: 1.000e-02, eta: 3 days, 19:14:34, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2533, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.0675, loss: 3.3208, grad_norm: 6.8404 2021-07-06 05:44:08,307 - mmaction - INFO - Epoch [70][180/3757] lr: 1.000e-02, eta: 3 days, 19:14:12, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2313, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1489, loss: 3.3802, grad_norm: 7.0542 2021-07-06 05:44:29,551 - mmaction - INFO - Epoch [70][200/3757] lr: 1.000e-02, eta: 3 days, 19:13:50, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2781, top1_acc: 0.5234, top5_acc: 0.7258, loss_cls: 2.1878, loss: 3.4660, grad_norm: 6.8826 2021-07-06 05:44:51,314 - mmaction - INFO - Epoch [70][220/3757] lr: 1.000e-02, eta: 3 days, 19:13:28, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2282, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0761, loss: 3.3043, grad_norm: 6.8565 2021-07-06 05:45:12,673 - mmaction - INFO - Epoch [70][240/3757] lr: 1.000e-02, eta: 3 days, 19:13:06, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2576, top1_acc: 0.5062, top5_acc: 0.7508, loss_cls: 2.1056, loss: 3.3632, grad_norm: 6.8107 2021-07-06 05:45:33,947 - mmaction - INFO - Epoch [70][260/3757] lr: 1.000e-02, eta: 3 days, 19:12:44, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2260, top1_acc: 0.5375, top5_acc: 0.7453, loss_cls: 2.0476, loss: 3.2735, grad_norm: 6.7135 2021-07-06 05:45:55,167 - mmaction - INFO - Epoch [70][280/3757] lr: 1.000e-02, eta: 3 days, 19:12:22, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.1648, top1_acc: 0.5297, top5_acc: 0.7734, loss_cls: 1.9766, loss: 3.1414, grad_norm: 6.8218 2021-07-06 05:46:16,470 - mmaction - INFO - Epoch [70][300/3757] lr: 1.000e-02, eta: 3 days, 19:12:00, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2972, top1_acc: 0.5102, top5_acc: 0.7258, loss_cls: 2.2154, loss: 3.5126, grad_norm: 6.9348 2021-07-06 05:46:37,966 - mmaction - INFO - Epoch [70][320/3757] lr: 1.000e-02, eta: 3 days, 19:11:39, time: 1.076, data_time: 0.019, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1541, loss: 3.4112, grad_norm: 6.8267 2021-07-06 05:46:58,934 - mmaction - INFO - Epoch [70][340/3757] lr: 1.000e-02, eta: 3 days, 19:11:16, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2433, top1_acc: 0.5188, top5_acc: 0.7484, loss_cls: 2.1073, loss: 3.3506, grad_norm: 6.8299 2021-07-06 05:47:20,062 - mmaction - INFO - Epoch [70][360/3757] lr: 1.000e-02, eta: 3 days, 19:10:54, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2653, top1_acc: 0.5219, top5_acc: 0.7352, loss_cls: 2.1418, loss: 3.4071, grad_norm: 6.7896 2021-07-06 05:47:41,585 - mmaction - INFO - Epoch [70][380/3757] lr: 1.000e-02, eta: 3 days, 19:10:32, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2962, top1_acc: 0.4977, top5_acc: 0.7258, loss_cls: 2.2007, loss: 3.4969, grad_norm: 6.9703 2021-07-06 05:48:03,039 - mmaction - INFO - Epoch [70][400/3757] lr: 1.000e-02, eta: 3 days, 19:10:11, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2735, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.1604, loss: 3.4339, grad_norm: 6.9725 2021-07-06 05:48:24,369 - mmaction - INFO - Epoch [70][420/3757] lr: 1.000e-02, eta: 3 days, 19:09:49, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2669, top1_acc: 0.5086, top5_acc: 0.7312, loss_cls: 2.1917, loss: 3.4587, grad_norm: 6.8907 2021-07-06 05:48:46,257 - mmaction - INFO - Epoch [70][440/3757] lr: 1.000e-02, eta: 3 days, 19:09:28, time: 1.093, data_time: 0.044, memory: 6921, loss_aux: 1.2489, top1_acc: 0.5258, top5_acc: 0.7445, loss_cls: 2.0801, loss: 3.3289, grad_norm: 6.9223 2021-07-06 05:49:07,309 - mmaction - INFO - Epoch [70][460/3757] lr: 1.000e-02, eta: 3 days, 19:09:05, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2655, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1727, loss: 3.4382, grad_norm: 7.0221 2021-07-06 05:49:29,327 - mmaction - INFO - Epoch [70][480/3757] lr: 1.000e-02, eta: 3 days, 19:08:44, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 1.2592, top1_acc: 0.5250, top5_acc: 0.7547, loss_cls: 2.1095, loss: 3.3687, grad_norm: 7.1009 2021-07-06 05:49:50,426 - mmaction - INFO - Epoch [70][500/3757] lr: 1.000e-02, eta: 3 days, 19:08:22, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.1426, loss: 3.4020, grad_norm: 7.0305 2021-07-06 05:50:11,658 - mmaction - INFO - Epoch [70][520/3757] lr: 1.000e-02, eta: 3 days, 19:08:00, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.3061, top1_acc: 0.4945, top5_acc: 0.7461, loss_cls: 2.1826, loss: 3.4887, grad_norm: 6.9416 2021-07-06 05:50:32,774 - mmaction - INFO - Epoch [70][540/3757] lr: 1.000e-02, eta: 3 days, 19:07:38, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1444, loss: 3.4038, grad_norm: 6.7332 2021-07-06 05:50:53,994 - mmaction - INFO - Epoch [70][560/3757] lr: 1.000e-02, eta: 3 days, 19:07:16, time: 1.061, data_time: 0.010, memory: 6921, loss_aux: 1.2344, top1_acc: 0.5102, top5_acc: 0.7531, loss_cls: 2.0787, loss: 3.3130, grad_norm: 6.8381 2021-07-06 05:51:16,087 - mmaction - INFO - Epoch [70][580/3757] lr: 1.000e-02, eta: 3 days, 19:06:55, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2490, top1_acc: 0.5078, top5_acc: 0.7297, loss_cls: 2.1302, loss: 3.3792, grad_norm: 6.7810 2021-07-06 05:51:37,160 - mmaction - INFO - Epoch [70][600/3757] lr: 1.000e-02, eta: 3 days, 19:06:32, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2467, top1_acc: 0.5094, top5_acc: 0.7422, loss_cls: 2.1130, loss: 3.3597, grad_norm: 6.9174 2021-07-06 05:51:58,878 - mmaction - INFO - Epoch [70][620/3757] lr: 1.000e-02, eta: 3 days, 19:06:11, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.1948, top1_acc: 0.5297, top5_acc: 0.7688, loss_cls: 1.9775, loss: 3.1723, grad_norm: 6.6987 2021-07-06 05:52:19,987 - mmaction - INFO - Epoch [70][640/3757] lr: 1.000e-02, eta: 3 days, 19:05:49, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2281, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.0868, loss: 3.3149, grad_norm: 7.0286 2021-07-06 05:52:41,295 - mmaction - INFO - Epoch [70][660/3757] lr: 1.000e-02, eta: 3 days, 19:05:27, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2592, top1_acc: 0.5062, top5_acc: 0.7359, loss_cls: 2.1297, loss: 3.3889, grad_norm: 7.0308 2021-07-06 05:53:02,894 - mmaction - INFO - Epoch [70][680/3757] lr: 1.000e-02, eta: 3 days, 19:05:05, time: 1.081, data_time: 0.038, memory: 6921, loss_aux: 1.2626, top1_acc: 0.5211, top5_acc: 0.7391, loss_cls: 2.1428, loss: 3.4054, grad_norm: 6.9631 2021-07-06 05:53:24,008 - mmaction - INFO - Epoch [70][700/3757] lr: 1.000e-02, eta: 3 days, 19:04:43, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2834, top1_acc: 0.4945, top5_acc: 0.7516, loss_cls: 2.1836, loss: 3.4670, grad_norm: 7.1792 2021-07-06 05:53:45,245 - mmaction - INFO - Epoch [70][720/3757] lr: 1.000e-02, eta: 3 days, 19:04:21, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2038, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0518, loss: 3.2556, grad_norm: 6.6962 2021-07-06 05:54:06,541 - mmaction - INFO - Epoch [70][740/3757] lr: 1.000e-02, eta: 3 days, 19:03:59, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2310, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1240, loss: 3.3551, grad_norm: 6.9356 2021-07-06 05:54:28,008 - mmaction - INFO - Epoch [70][760/3757] lr: 1.000e-02, eta: 3 days, 19:03:37, time: 1.074, data_time: 0.036, memory: 6921, loss_aux: 1.2535, top1_acc: 0.5055, top5_acc: 0.7383, loss_cls: 2.1525, loss: 3.4060, grad_norm: 6.9728 2021-07-06 05:54:49,241 - mmaction - INFO - Epoch [70][780/3757] lr: 1.000e-02, eta: 3 days, 19:03:15, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2331, top1_acc: 0.5164, top5_acc: 0.7531, loss_cls: 2.0944, loss: 3.3276, grad_norm: 6.6280 2021-07-06 05:55:11,038 - mmaction - INFO - Epoch [70][800/3757] lr: 1.000e-02, eta: 3 days, 19:02:54, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.2131, top1_acc: 0.5461, top5_acc: 0.7688, loss_cls: 1.9885, loss: 3.2016, grad_norm: 6.5962 2021-07-06 05:55:32,450 - mmaction - INFO - Epoch [70][820/3757] lr: 1.000e-02, eta: 3 days, 19:02:32, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2430, top1_acc: 0.5148, top5_acc: 0.7594, loss_cls: 2.0986, loss: 3.3416, grad_norm: 6.8075 2021-07-06 05:55:53,651 - mmaction - INFO - Epoch [70][840/3757] lr: 1.000e-02, eta: 3 days, 19:02:10, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2424, top1_acc: 0.5336, top5_acc: 0.7445, loss_cls: 2.0745, loss: 3.3169, grad_norm: 6.7296 2021-07-06 05:56:14,961 - mmaction - INFO - Epoch [70][860/3757] lr: 1.000e-02, eta: 3 days, 19:01:48, time: 1.066, data_time: 0.015, memory: 6921, loss_aux: 1.1860, top1_acc: 0.5469, top5_acc: 0.7672, loss_cls: 1.9480, loss: 3.1340, grad_norm: 6.8502 2021-07-06 05:56:36,136 - mmaction - INFO - Epoch [70][880/3757] lr: 1.000e-02, eta: 3 days, 19:01:26, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2536, top1_acc: 0.5125, top5_acc: 0.7391, loss_cls: 2.1322, loss: 3.3858, grad_norm: 6.9215 2021-07-06 05:56:58,045 - mmaction - INFO - Epoch [70][900/3757] lr: 1.000e-02, eta: 3 days, 19:01:05, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2467, top1_acc: 0.5258, top5_acc: 0.7344, loss_cls: 2.1040, loss: 3.3508, grad_norm: 6.8589 2021-07-06 05:57:19,319 - mmaction - INFO - Epoch [70][920/3757] lr: 1.000e-02, eta: 3 days, 19:00:43, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2378, top1_acc: 0.5195, top5_acc: 0.7484, loss_cls: 2.1024, loss: 3.3402, grad_norm: 6.7190 2021-07-06 05:57:40,717 - mmaction - INFO - Epoch [70][940/3757] lr: 1.000e-02, eta: 3 days, 19:00:21, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2734, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.1660, loss: 3.4394, grad_norm: 6.8840 2021-07-06 05:58:01,826 - mmaction - INFO - Epoch [70][960/3757] lr: 1.000e-02, eta: 3 days, 18:59:59, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2152, top1_acc: 0.5406, top5_acc: 0.7555, loss_cls: 2.0321, loss: 3.2474, grad_norm: 6.7041 2021-07-06 05:58:23,705 - mmaction - INFO - Epoch [70][980/3757] lr: 1.000e-02, eta: 3 days, 18:59:38, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.2513, top1_acc: 0.4930, top5_acc: 0.7500, loss_cls: 2.1222, loss: 3.3735, grad_norm: 6.8889 2021-07-06 05:58:44,745 - mmaction - INFO - Epoch [70][1000/3757] lr: 1.000e-02, eta: 3 days, 18:59:15, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.3008, top1_acc: 0.5094, top5_acc: 0.7414, loss_cls: 2.1844, loss: 3.4852, grad_norm: 7.0628 2021-07-06 05:59:06,484 - mmaction - INFO - Epoch [70][1020/3757] lr: 1.000e-02, eta: 3 days, 18:58:54, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.2397, top1_acc: 0.5211, top5_acc: 0.7539, loss_cls: 2.1224, loss: 3.3621, grad_norm: 7.0113 2021-07-06 05:59:28,794 - mmaction - INFO - Epoch [70][1040/3757] lr: 1.000e-02, eta: 3 days, 18:58:33, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.2194, top1_acc: 0.5437, top5_acc: 0.7641, loss_cls: 2.0191, loss: 3.2385, grad_norm: 6.8637 2021-07-06 05:59:50,102 - mmaction - INFO - Epoch [70][1060/3757] lr: 1.000e-02, eta: 3 days, 18:58:11, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2620, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.1559, loss: 3.4179, grad_norm: 6.9072 2021-07-06 06:00:11,184 - mmaction - INFO - Epoch [70][1080/3757] lr: 1.000e-02, eta: 3 days, 18:57:49, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2910, top1_acc: 0.5008, top5_acc: 0.7156, loss_cls: 2.2649, loss: 3.5559, grad_norm: 6.8261 2021-07-06 06:00:31,991 - mmaction - INFO - Epoch [70][1100/3757] lr: 1.000e-02, eta: 3 days, 18:57:27, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.2553, top1_acc: 0.5234, top5_acc: 0.7336, loss_cls: 2.1350, loss: 3.3903, grad_norm: 6.8266 2021-07-06 06:00:53,218 - mmaction - INFO - Epoch [70][1120/3757] lr: 1.000e-02, eta: 3 days, 18:57:05, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2590, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1425, loss: 3.4015, grad_norm: 6.8493 2021-07-06 06:01:14,444 - mmaction - INFO - Epoch [70][1140/3757] lr: 1.000e-02, eta: 3 days, 18:56:43, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2493, top1_acc: 0.5125, top5_acc: 0.7328, loss_cls: 2.1644, loss: 3.4136, grad_norm: 6.7716 2021-07-06 06:01:36,991 - mmaction - INFO - Epoch [70][1160/3757] lr: 1.000e-02, eta: 3 days, 18:56:22, time: 1.125, data_time: 0.008, memory: 6921, loss_aux: 1.2800, top1_acc: 0.5180, top5_acc: 0.7297, loss_cls: 2.1513, loss: 3.4313, grad_norm: 6.8844 2021-07-06 06:01:58,079 - mmaction - INFO - Epoch [70][1180/3757] lr: 1.000e-02, eta: 3 days, 18:56:00, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2676, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1677, loss: 3.4352, grad_norm: 7.0691 2021-07-06 06:02:19,002 - mmaction - INFO - Epoch [70][1200/3757] lr: 1.000e-02, eta: 3 days, 18:55:37, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2343, top1_acc: 0.5391, top5_acc: 0.7383, loss_cls: 2.1141, loss: 3.3484, grad_norm: 6.6611 2021-07-06 06:02:40,343 - mmaction - INFO - Epoch [70][1220/3757] lr: 1.000e-02, eta: 3 days, 18:55:16, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2234, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.0796, loss: 3.3030, grad_norm: 6.8899 2021-07-06 06:03:02,348 - mmaction - INFO - Epoch [70][1240/3757] lr: 1.000e-02, eta: 3 days, 18:54:54, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.2146, top1_acc: 0.5281, top5_acc: 0.7539, loss_cls: 2.0608, loss: 3.2754, grad_norm: 6.9807 2021-07-06 06:03:23,442 - mmaction - INFO - Epoch [70][1260/3757] lr: 1.000e-02, eta: 3 days, 18:54:32, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.3018, top1_acc: 0.5125, top5_acc: 0.7211, loss_cls: 2.2206, loss: 3.5223, grad_norm: 6.9572 2021-07-06 06:03:44,600 - mmaction - INFO - Epoch [70][1280/3757] lr: 1.000e-02, eta: 3 days, 18:54:10, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2124, top1_acc: 0.5398, top5_acc: 0.7648, loss_cls: 2.0875, loss: 3.2998, grad_norm: 6.7889 2021-07-06 06:04:05,935 - mmaction - INFO - Epoch [70][1300/3757] lr: 1.000e-02, eta: 3 days, 18:53:48, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2665, top1_acc: 0.4875, top5_acc: 0.7414, loss_cls: 2.1810, loss: 3.4475, grad_norm: 6.9133 2021-07-06 06:04:27,552 - mmaction - INFO - Epoch [70][1320/3757] lr: 1.000e-02, eta: 3 days, 18:53:27, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2606, top1_acc: 0.5070, top5_acc: 0.7328, loss_cls: 2.1603, loss: 3.4209, grad_norm: 6.7000 2021-07-06 06:04:48,794 - mmaction - INFO - Epoch [70][1340/3757] lr: 1.000e-02, eta: 3 days, 18:53:05, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2504, top1_acc: 0.5219, top5_acc: 0.7336, loss_cls: 2.1543, loss: 3.4046, grad_norm: 6.7709 2021-07-06 06:05:09,933 - mmaction - INFO - Epoch [70][1360/3757] lr: 1.000e-02, eta: 3 days, 18:52:42, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2224, top1_acc: 0.5297, top5_acc: 0.7508, loss_cls: 2.0513, loss: 3.2737, grad_norm: 6.7745 2021-07-06 06:05:31,005 - mmaction - INFO - Epoch [70][1380/3757] lr: 1.000e-02, eta: 3 days, 18:52:20, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2992, top1_acc: 0.4969, top5_acc: 0.7320, loss_cls: 2.2009, loss: 3.5001, grad_norm: 7.0675 2021-07-06 06:05:53,227 - mmaction - INFO - Epoch [70][1400/3757] lr: 1.000e-02, eta: 3 days, 18:51:59, time: 1.109, data_time: 0.001, memory: 6921, loss_aux: 1.2601, top1_acc: 0.5062, top5_acc: 0.7430, loss_cls: 2.1417, loss: 3.4018, grad_norm: 6.9738 2021-07-06 06:06:14,124 - mmaction - INFO - Epoch [70][1420/3757] lr: 1.000e-02, eta: 3 days, 18:51:37, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.2732, top1_acc: 0.5188, top5_acc: 0.7445, loss_cls: 2.1225, loss: 3.3957, grad_norm: 6.9302 2021-07-06 06:06:35,468 - mmaction - INFO - Epoch [70][1440/3757] lr: 1.000e-02, eta: 3 days, 18:51:15, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2118, top1_acc: 0.5273, top5_acc: 0.7391, loss_cls: 2.0864, loss: 3.2982, grad_norm: 6.8390 2021-07-06 06:06:56,538 - mmaction - INFO - Epoch [70][1460/3757] lr: 1.000e-02, eta: 3 days, 18:50:53, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2409, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0775, loss: 3.3184, grad_norm: 6.8695 2021-07-06 06:07:17,743 - mmaction - INFO - Epoch [70][1480/3757] lr: 1.000e-02, eta: 3 days, 18:50:31, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2549, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1265, loss: 3.3815, grad_norm: 6.9194 2021-07-06 06:07:39,080 - mmaction - INFO - Epoch [70][1500/3757] lr: 1.000e-02, eta: 3 days, 18:50:09, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2591, top1_acc: 0.5203, top5_acc: 0.7359, loss_cls: 2.1758, loss: 3.4349, grad_norm: 6.9874 2021-07-06 06:08:00,245 - mmaction - INFO - Epoch [70][1520/3757] lr: 1.000e-02, eta: 3 days, 18:49:47, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2762, top1_acc: 0.5031, top5_acc: 0.7078, loss_cls: 2.2051, loss: 3.4813, grad_norm: 6.8863 2021-07-06 06:08:22,461 - mmaction - INFO - Epoch [70][1540/3757] lr: 1.000e-02, eta: 3 days, 18:49:26, time: 1.112, data_time: 0.067, memory: 6921, loss_aux: 1.2427, top1_acc: 0.5227, top5_acc: 0.7406, loss_cls: 2.0989, loss: 3.3416, grad_norm: 6.7343 2021-07-06 06:08:44,247 - mmaction - INFO - Epoch [70][1560/3757] lr: 1.000e-02, eta: 3 days, 18:49:05, time: 1.088, data_time: 0.035, memory: 6921, loss_aux: 1.2295, top1_acc: 0.5133, top5_acc: 0.7523, loss_cls: 2.1246, loss: 3.3540, grad_norm: 6.7163 2021-07-06 06:09:05,437 - mmaction - INFO - Epoch [70][1580/3757] lr: 1.000e-02, eta: 3 days, 18:48:42, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2167, top1_acc: 0.5344, top5_acc: 0.7391, loss_cls: 2.0579, loss: 3.2746, grad_norm: 6.5752 2021-07-06 06:09:27,485 - mmaction - INFO - Epoch [70][1600/3757] lr: 1.000e-02, eta: 3 days, 18:48:21, time: 1.102, data_time: 0.008, memory: 6921, loss_aux: 1.2225, top1_acc: 0.5141, top5_acc: 0.7609, loss_cls: 2.0616, loss: 3.2840, grad_norm: 6.8547 2021-07-06 06:09:48,766 - mmaction - INFO - Epoch [70][1620/3757] lr: 1.000e-02, eta: 3 days, 18:47:59, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2256, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.0917, loss: 3.3173, grad_norm: 6.9562 2021-07-06 06:10:10,212 - mmaction - INFO - Epoch [70][1640/3757] lr: 1.000e-02, eta: 3 days, 18:47:38, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 1.3127, top1_acc: 0.5008, top5_acc: 0.7273, loss_cls: 2.2570, loss: 3.5696, grad_norm: 7.1210 2021-07-06 06:10:31,580 - mmaction - INFO - Epoch [70][1660/3757] lr: 1.000e-02, eta: 3 days, 18:47:16, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2296, top1_acc: 0.5273, top5_acc: 0.7453, loss_cls: 2.0781, loss: 3.3077, grad_norm: 6.7272 2021-07-06 06:10:52,962 - mmaction - INFO - Epoch [70][1680/3757] lr: 1.000e-02, eta: 3 days, 18:46:54, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.2141, top1_acc: 0.5375, top5_acc: 0.7398, loss_cls: 2.0680, loss: 3.2821, grad_norm: 6.6611 2021-07-06 06:11:13,959 - mmaction - INFO - Epoch [70][1700/3757] lr: 1.000e-02, eta: 3 days, 18:46:32, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2229, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.0802, loss: 3.3031, grad_norm: 6.7597 2021-07-06 06:11:35,093 - mmaction - INFO - Epoch [70][1720/3757] lr: 1.000e-02, eta: 3 days, 18:46:10, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2528, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1658, loss: 3.4186, grad_norm: 6.8391 2021-07-06 06:11:56,326 - mmaction - INFO - Epoch [70][1740/3757] lr: 1.000e-02, eta: 3 days, 18:45:47, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2855, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1594, loss: 3.4450, grad_norm: 6.9349 2021-07-06 06:12:17,388 - mmaction - INFO - Epoch [70][1760/3757] lr: 1.000e-02, eta: 3 days, 18:45:25, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2659, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1684, loss: 3.4344, grad_norm: 6.7937 2021-07-06 06:12:38,678 - mmaction - INFO - Epoch [70][1780/3757] lr: 1.000e-02, eta: 3 days, 18:45:03, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.2662, top1_acc: 0.5078, top5_acc: 0.7328, loss_cls: 2.1701, loss: 3.4362, grad_norm: 7.0375 2021-07-06 06:13:01,232 - mmaction - INFO - Epoch [70][1800/3757] lr: 1.000e-02, eta: 3 days, 18:44:43, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 1.2422, top1_acc: 0.5148, top5_acc: 0.7297, loss_cls: 2.1724, loss: 3.4146, grad_norm: 6.8945 2021-07-06 06:13:22,388 - mmaction - INFO - Epoch [70][1820/3757] lr: 1.000e-02, eta: 3 days, 18:44:21, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2242, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0780, loss: 3.3022, grad_norm: 6.7980 2021-07-06 06:13:43,796 - mmaction - INFO - Epoch [70][1840/3757] lr: 1.000e-02, eta: 3 days, 18:43:59, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.3182, top1_acc: 0.4875, top5_acc: 0.7203, loss_cls: 2.2392, loss: 3.5574, grad_norm: 7.1360 2021-07-06 06:14:04,991 - mmaction - INFO - Epoch [70][1860/3757] lr: 1.000e-02, eta: 3 days, 18:43:37, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.2683, top1_acc: 0.5031, top5_acc: 0.7203, loss_cls: 2.1737, loss: 3.4419, grad_norm: 6.7930 2021-07-06 06:14:26,304 - mmaction - INFO - Epoch [70][1880/3757] lr: 1.000e-02, eta: 3 days, 18:43:15, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.2531, top1_acc: 0.5172, top5_acc: 0.7625, loss_cls: 2.1112, loss: 3.3643, grad_norm: 6.8254 2021-07-06 06:14:48,107 - mmaction - INFO - Epoch [70][1900/3757] lr: 1.000e-02, eta: 3 days, 18:42:54, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.2534, top1_acc: 0.5219, top5_acc: 0.7359, loss_cls: 2.1518, loss: 3.4051, grad_norm: 6.8111 2021-07-06 06:15:09,781 - mmaction - INFO - Epoch [70][1920/3757] lr: 1.000e-02, eta: 3 days, 18:42:32, time: 1.083, data_time: 0.006, memory: 6921, loss_aux: 1.2484, top1_acc: 0.5125, top5_acc: 0.7539, loss_cls: 2.0882, loss: 3.3366, grad_norm: 7.0156 2021-07-06 06:15:31,002 - mmaction - INFO - Epoch [70][1940/3757] lr: 1.000e-02, eta: 3 days, 18:42:10, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2728, top1_acc: 0.4977, top5_acc: 0.7469, loss_cls: 2.1674, loss: 3.4401, grad_norm: 7.0573 2021-07-06 06:15:52,184 - mmaction - INFO - Epoch [70][1960/3757] lr: 1.000e-02, eta: 3 days, 18:41:48, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.2527, top1_acc: 0.5062, top5_acc: 0.7523, loss_cls: 2.1589, loss: 3.4116, grad_norm: 6.9737 2021-07-06 06:16:13,310 - mmaction - INFO - Epoch [70][1980/3757] lr: 1.000e-02, eta: 3 days, 18:41:26, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2634, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0954, loss: 3.3588, grad_norm: 6.7052 2021-07-06 06:16:34,449 - mmaction - INFO - Epoch [70][2000/3757] lr: 1.000e-02, eta: 3 days, 18:41:04, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.3235, top1_acc: 0.4891, top5_acc: 0.7188, loss_cls: 2.2728, loss: 3.5963, grad_norm: 6.9115 2021-07-06 06:16:55,612 - mmaction - INFO - Epoch [70][2020/3757] lr: 1.000e-02, eta: 3 days, 18:40:42, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2499, top1_acc: 0.5062, top5_acc: 0.7352, loss_cls: 2.1561, loss: 3.4060, grad_norm: 6.7766 2021-07-06 06:17:17,141 - mmaction - INFO - Epoch [70][2040/3757] lr: 1.000e-02, eta: 3 days, 18:40:20, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.2304, top1_acc: 0.5164, top5_acc: 0.7523, loss_cls: 2.1230, loss: 3.3534, grad_norm: 6.7248 2021-07-06 06:17:39,552 - mmaction - INFO - Epoch [70][2060/3757] lr: 1.000e-02, eta: 3 days, 18:39:59, time: 1.121, data_time: 0.002, memory: 6921, loss_aux: 1.2595, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.1071, loss: 3.3666, grad_norm: 6.8008 2021-07-06 06:18:00,397 - mmaction - INFO - Epoch [70][2080/3757] lr: 1.000e-02, eta: 3 days, 18:39:37, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.2305, top1_acc: 0.5242, top5_acc: 0.7422, loss_cls: 2.0919, loss: 3.3225, grad_norm: 6.6428 2021-07-06 06:18:21,540 - mmaction - INFO - Epoch [70][2100/3757] lr: 1.000e-02, eta: 3 days, 18:39:15, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2754, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.1248, loss: 3.4002, grad_norm: 6.8172 2021-07-06 06:18:42,662 - mmaction - INFO - Epoch [70][2120/3757] lr: 1.000e-02, eta: 3 days, 18:38:52, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5047, top5_acc: 0.7539, loss_cls: 2.1542, loss: 3.4173, grad_norm: 7.0621 2021-07-06 06:19:05,147 - mmaction - INFO - Epoch [70][2140/3757] lr: 1.000e-02, eta: 3 days, 18:38:32, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 1.2442, top1_acc: 0.5367, top5_acc: 0.7391, loss_cls: 2.0714, loss: 3.3155, grad_norm: 6.8823 2021-07-06 06:19:26,418 - mmaction - INFO - Epoch [70][2160/3757] lr: 1.000e-02, eta: 3 days, 18:38:10, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2345, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.1142, loss: 3.3487, grad_norm: 6.9732 2021-07-06 06:19:47,921 - mmaction - INFO - Epoch [70][2180/3757] lr: 1.000e-02, eta: 3 days, 18:37:48, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.2547, top1_acc: 0.4922, top5_acc: 0.7469, loss_cls: 2.1424, loss: 3.3971, grad_norm: 7.1225 2021-07-06 06:20:09,529 - mmaction - INFO - Epoch [70][2200/3757] lr: 1.000e-02, eta: 3 days, 18:37:27, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2854, top1_acc: 0.5000, top5_acc: 0.7094, loss_cls: 2.2366, loss: 3.5220, grad_norm: 6.9046 2021-07-06 06:20:30,529 - mmaction - INFO - Epoch [70][2220/3757] lr: 1.000e-02, eta: 3 days, 18:37:04, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2988, top1_acc: 0.4875, top5_acc: 0.7328, loss_cls: 2.2370, loss: 3.5358, grad_norm: 6.8521 2021-07-06 06:20:51,920 - mmaction - INFO - Epoch [70][2240/3757] lr: 1.000e-02, eta: 3 days, 18:36:42, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2971, top1_acc: 0.4867, top5_acc: 0.7336, loss_cls: 2.2279, loss: 3.5249, grad_norm: 6.8503 2021-07-06 06:21:13,190 - mmaction - INFO - Epoch [70][2260/3757] lr: 1.000e-02, eta: 3 days, 18:36:21, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2842, top1_acc: 0.5078, top5_acc: 0.7328, loss_cls: 2.1759, loss: 3.4600, grad_norm: 6.7736 2021-07-06 06:21:34,396 - mmaction - INFO - Epoch [70][2280/3757] lr: 1.000e-02, eta: 3 days, 18:35:59, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2332, top1_acc: 0.5352, top5_acc: 0.7609, loss_cls: 2.0518, loss: 3.2850, grad_norm: 6.6169 2021-07-06 06:21:56,259 - mmaction - INFO - Epoch [70][2300/3757] lr: 1.000e-02, eta: 3 days, 18:35:37, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2205, top1_acc: 0.5250, top5_acc: 0.7523, loss_cls: 2.0703, loss: 3.2908, grad_norm: 6.6838 2021-07-06 06:22:17,664 - mmaction - INFO - Epoch [70][2320/3757] lr: 1.000e-02, eta: 3 days, 18:35:15, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.2483, top1_acc: 0.5312, top5_acc: 0.7344, loss_cls: 2.1300, loss: 3.3782, grad_norm: 6.9055 2021-07-06 06:22:39,530 - mmaction - INFO - Epoch [70][2340/3757] lr: 1.000e-02, eta: 3 days, 18:34:54, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.2002, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0191, loss: 3.2193, grad_norm: 6.7736 2021-07-06 06:23:00,862 - mmaction - INFO - Epoch [70][2360/3757] lr: 1.000e-02, eta: 3 days, 18:34:32, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.2428, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1411, loss: 3.3839, grad_norm: 6.9371 2021-07-06 06:23:22,296 - mmaction - INFO - Epoch [70][2380/3757] lr: 1.000e-02, eta: 3 days, 18:34:10, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.2433, top1_acc: 0.5039, top5_acc: 0.7586, loss_cls: 2.1131, loss: 3.3563, grad_norm: 6.9458 2021-07-06 06:23:43,523 - mmaction - INFO - Epoch [70][2400/3757] lr: 1.000e-02, eta: 3 days, 18:33:48, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.2734, top1_acc: 0.4992, top5_acc: 0.7273, loss_cls: 2.1789, loss: 3.4522, grad_norm: 6.9001 2021-07-06 06:24:04,692 - mmaction - INFO - Epoch [70][2420/3757] lr: 1.000e-02, eta: 3 days, 18:33:26, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2234, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1126, loss: 3.3360, grad_norm: 6.7141 2021-07-06 06:24:26,208 - mmaction - INFO - Epoch [70][2440/3757] lr: 1.000e-02, eta: 3 days, 18:33:05, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.2477, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.0847, loss: 3.3324, grad_norm: 6.8037 2021-07-06 06:24:47,992 - mmaction - INFO - Epoch [70][2460/3757] lr: 1.000e-02, eta: 3 days, 18:32:43, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2400, top1_acc: 0.5195, top5_acc: 0.7391, loss_cls: 2.1337, loss: 3.3737, grad_norm: 6.6820 2021-07-06 06:25:09,973 - mmaction - INFO - Epoch [70][2480/3757] lr: 1.000e-02, eta: 3 days, 18:32:22, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2945, top1_acc: 0.5070, top5_acc: 0.7320, loss_cls: 2.1831, loss: 3.4776, grad_norm: 6.7804 2021-07-06 06:25:30,954 - mmaction - INFO - Epoch [70][2500/3757] lr: 1.000e-02, eta: 3 days, 18:32:00, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.2142, top1_acc: 0.5141, top5_acc: 0.7570, loss_cls: 2.0696, loss: 3.2838, grad_norm: 6.8188 2021-07-06 06:25:51,918 - mmaction - INFO - Epoch [70][2520/3757] lr: 1.000e-02, eta: 3 days, 18:31:37, time: 1.047, data_time: 0.007, memory: 6921, loss_aux: 1.2895, top1_acc: 0.4961, top5_acc: 0.7227, loss_cls: 2.2401, loss: 3.5296, grad_norm: 7.1526 2021-07-06 06:26:13,035 - mmaction - INFO - Epoch [70][2540/3757] lr: 1.000e-02, eta: 3 days, 18:31:15, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2566, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1215, loss: 3.3782, grad_norm: 6.9321 2021-07-06 06:26:35,160 - mmaction - INFO - Epoch [70][2560/3757] lr: 1.000e-02, eta: 3 days, 18:30:54, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.1952, top1_acc: 0.5555, top5_acc: 0.7609, loss_cls: 1.9648, loss: 3.1601, grad_norm: 6.7356 2021-07-06 06:26:57,338 - mmaction - INFO - Epoch [70][2580/3757] lr: 1.000e-02, eta: 3 days, 18:30:33, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.2344, top1_acc: 0.5141, top5_acc: 0.7445, loss_cls: 2.1283, loss: 3.3627, grad_norm: 6.7457 2021-07-06 06:27:18,313 - mmaction - INFO - Epoch [70][2600/3757] lr: 1.000e-02, eta: 3 days, 18:30:11, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2486, top1_acc: 0.5055, top5_acc: 0.7555, loss_cls: 2.1102, loss: 3.3588, grad_norm: 6.7189 2021-07-06 06:27:39,380 - mmaction - INFO - Epoch [70][2620/3757] lr: 1.000e-02, eta: 3 days, 18:29:49, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2297, top1_acc: 0.5156, top5_acc: 0.7664, loss_cls: 2.0733, loss: 3.3031, grad_norm: 7.0462 2021-07-06 06:28:00,835 - mmaction - INFO - Epoch [70][2640/3757] lr: 1.000e-02, eta: 3 days, 18:29:27, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2340, top1_acc: 0.5211, top5_acc: 0.7398, loss_cls: 2.1135, loss: 3.3475, grad_norm: 6.9390 2021-07-06 06:28:22,998 - mmaction - INFO - Epoch [70][2660/3757] lr: 1.000e-02, eta: 3 days, 18:29:06, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.2358, top1_acc: 0.5133, top5_acc: 0.7250, loss_cls: 2.1158, loss: 3.3516, grad_norm: 6.8092 2021-07-06 06:28:44,075 - mmaction - INFO - Epoch [70][2680/3757] lr: 1.000e-02, eta: 3 days, 18:28:44, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2374, top1_acc: 0.5281, top5_acc: 0.7570, loss_cls: 2.1058, loss: 3.3432, grad_norm: 6.8711 2021-07-06 06:29:05,286 - mmaction - INFO - Epoch [70][2700/3757] lr: 1.000e-02, eta: 3 days, 18:28:22, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2876, top1_acc: 0.5023, top5_acc: 0.7172, loss_cls: 2.1816, loss: 3.4692, grad_norm: 7.1277 2021-07-06 06:29:26,369 - mmaction - INFO - Epoch [70][2720/3757] lr: 1.000e-02, eta: 3 days, 18:28:00, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3094, top1_acc: 0.4945, top5_acc: 0.7195, loss_cls: 2.2213, loss: 3.5307, grad_norm: 6.8376 2021-07-06 06:29:48,570 - mmaction - INFO - Epoch [70][2740/3757] lr: 1.000e-02, eta: 3 days, 18:27:39, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.2398, top1_acc: 0.5180, top5_acc: 0.7453, loss_cls: 2.0886, loss: 3.3283, grad_norm: 6.9712 2021-07-06 06:30:09,852 - mmaction - INFO - Epoch [70][2760/3757] lr: 1.000e-02, eta: 3 days, 18:27:17, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2625, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1933, loss: 3.4558, grad_norm: 6.8300 2021-07-06 06:30:31,220 - mmaction - INFO - Epoch [70][2780/3757] lr: 1.000e-02, eta: 3 days, 18:26:55, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 1.2277, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.0620, loss: 3.2897, grad_norm: 6.7921 2021-07-06 06:30:52,463 - mmaction - INFO - Epoch [70][2800/3757] lr: 1.000e-02, eta: 3 days, 18:26:33, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2833, top1_acc: 0.5055, top5_acc: 0.7305, loss_cls: 2.2045, loss: 3.4878, grad_norm: 6.9522 2021-07-06 06:31:14,208 - mmaction - INFO - Epoch [70][2820/3757] lr: 1.000e-02, eta: 3 days, 18:26:12, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2481, top1_acc: 0.5180, top5_acc: 0.7297, loss_cls: 2.1313, loss: 3.3794, grad_norm: 6.7658 2021-07-06 06:31:35,785 - mmaction - INFO - Epoch [70][2840/3757] lr: 1.000e-02, eta: 3 days, 18:25:50, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2796, top1_acc: 0.5117, top5_acc: 0.7297, loss_cls: 2.1903, loss: 3.4699, grad_norm: 6.9016 2021-07-06 06:31:57,032 - mmaction - INFO - Epoch [70][2860/3757] lr: 1.000e-02, eta: 3 days, 18:25:28, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2562, top1_acc: 0.5203, top5_acc: 0.7398, loss_cls: 2.1301, loss: 3.3864, grad_norm: 6.9197 2021-07-06 06:32:18,211 - mmaction - INFO - Epoch [70][2880/3757] lr: 1.000e-02, eta: 3 days, 18:25:06, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2939, top1_acc: 0.5289, top5_acc: 0.7281, loss_cls: 2.1944, loss: 3.4884, grad_norm: 7.0706 2021-07-06 06:32:39,352 - mmaction - INFO - Epoch [70][2900/3757] lr: 1.000e-02, eta: 3 days, 18:24:44, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2590, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.1183, loss: 3.3773, grad_norm: 6.7955 2021-07-06 06:33:02,004 - mmaction - INFO - Epoch [70][2920/3757] lr: 1.000e-02, eta: 3 days, 18:24:23, time: 1.133, data_time: 0.003, memory: 6921, loss_aux: 1.2661, top1_acc: 0.4922, top5_acc: 0.7344, loss_cls: 2.1945, loss: 3.4605, grad_norm: 6.9292 2021-07-06 06:33:23,306 - mmaction - INFO - Epoch [70][2940/3757] lr: 1.000e-02, eta: 3 days, 18:24:01, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2870, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1897, loss: 3.4767, grad_norm: 7.0031 2021-07-06 06:33:44,656 - mmaction - INFO - Epoch [70][2960/3757] lr: 1.000e-02, eta: 3 days, 18:23:40, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.2500, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1526, loss: 3.4025, grad_norm: 6.9304 2021-07-06 06:34:05,826 - mmaction - INFO - Epoch [70][2980/3757] lr: 1.000e-02, eta: 3 days, 18:23:17, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3000, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.2064, loss: 3.5064, grad_norm: 7.1979 2021-07-06 06:34:27,371 - mmaction - INFO - Epoch [70][3000/3757] lr: 1.000e-02, eta: 3 days, 18:22:56, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.2852, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.2121, loss: 3.4973, grad_norm: 7.0394 2021-07-06 06:34:49,150 - mmaction - INFO - Epoch [70][3020/3757] lr: 1.000e-02, eta: 3 days, 18:22:34, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2378, top1_acc: 0.5234, top5_acc: 0.7344, loss_cls: 2.1266, loss: 3.3644, grad_norm: 6.6820 2021-07-06 06:35:10,373 - mmaction - INFO - Epoch [70][3040/3757] lr: 1.000e-02, eta: 3 days, 18:22:12, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2413, top1_acc: 0.5227, top5_acc: 0.7242, loss_cls: 2.1401, loss: 3.3813, grad_norm: 6.7028 2021-07-06 06:35:32,078 - mmaction - INFO - Epoch [70][3060/3757] lr: 1.000e-02, eta: 3 days, 18:21:51, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.2696, top1_acc: 0.5062, top5_acc: 0.7422, loss_cls: 2.1605, loss: 3.4301, grad_norm: 6.7144 2021-07-06 06:35:53,852 - mmaction - INFO - Epoch [70][3080/3757] lr: 1.000e-02, eta: 3 days, 18:21:30, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2211, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.0636, loss: 3.2847, grad_norm: 6.9132 2021-07-06 06:36:14,930 - mmaction - INFO - Epoch [70][3100/3757] lr: 1.000e-02, eta: 3 days, 18:21:07, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2260, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.0993, loss: 3.3253, grad_norm: 6.7772 2021-07-06 06:36:36,516 - mmaction - INFO - Epoch [70][3120/3757] lr: 1.000e-02, eta: 3 days, 18:20:46, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2692, top1_acc: 0.5062, top5_acc: 0.7391, loss_cls: 2.1925, loss: 3.4616, grad_norm: 7.0143 2021-07-06 06:36:57,963 - mmaction - INFO - Epoch [70][3140/3757] lr: 1.000e-02, eta: 3 days, 18:20:24, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2643, top1_acc: 0.5133, top5_acc: 0.7281, loss_cls: 2.1728, loss: 3.4371, grad_norm: 6.6101 2021-07-06 06:37:19,591 - mmaction - INFO - Epoch [70][3160/3757] lr: 1.000e-02, eta: 3 days, 18:20:02, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.2540, top1_acc: 0.5133, top5_acc: 0.7641, loss_cls: 2.1114, loss: 3.3655, grad_norm: 6.8715 2021-07-06 06:37:41,719 - mmaction - INFO - Epoch [70][3180/3757] lr: 1.000e-02, eta: 3 days, 18:19:41, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.3042, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.2259, loss: 3.5301, grad_norm: 6.8234 2021-07-06 06:38:02,641 - mmaction - INFO - Epoch [70][3200/3757] lr: 1.000e-02, eta: 3 days, 18:19:19, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.1827, top1_acc: 0.5445, top5_acc: 0.7672, loss_cls: 1.9805, loss: 3.1632, grad_norm: 6.8262 2021-07-06 06:38:23,705 - mmaction - INFO - Epoch [70][3220/3757] lr: 1.000e-02, eta: 3 days, 18:18:57, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2362, top1_acc: 0.5055, top5_acc: 0.7375, loss_cls: 2.1288, loss: 3.3650, grad_norm: 6.8715 2021-07-06 06:38:44,746 - mmaction - INFO - Epoch [70][3240/3757] lr: 1.000e-02, eta: 3 days, 18:18:35, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2602, top1_acc: 0.5188, top5_acc: 0.7367, loss_cls: 2.1569, loss: 3.4171, grad_norm: 6.9024 2021-07-06 06:39:05,781 - mmaction - INFO - Epoch [70][3260/3757] lr: 1.000e-02, eta: 3 days, 18:18:12, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3090, top1_acc: 0.4945, top5_acc: 0.7188, loss_cls: 2.2674, loss: 3.5764, grad_norm: 7.1001 2021-07-06 06:39:27,845 - mmaction - INFO - Epoch [70][3280/3757] lr: 1.000e-02, eta: 3 days, 18:17:51, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.2410, top1_acc: 0.5273, top5_acc: 0.7438, loss_cls: 2.0943, loss: 3.3353, grad_norm: 6.7205 2021-07-06 06:39:48,814 - mmaction - INFO - Epoch [70][3300/3757] lr: 1.000e-02, eta: 3 days, 18:17:29, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.2407, top1_acc: 0.5234, top5_acc: 0.7336, loss_cls: 2.1132, loss: 3.3539, grad_norm: 6.7868 2021-07-06 06:40:10,094 - mmaction - INFO - Epoch [70][3320/3757] lr: 1.000e-02, eta: 3 days, 18:17:07, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2730, top1_acc: 0.5164, top5_acc: 0.7312, loss_cls: 2.1714, loss: 3.4444, grad_norm: 6.6792 2021-07-06 06:40:31,552 - mmaction - INFO - Epoch [70][3340/3757] lr: 1.000e-02, eta: 3 days, 18:16:45, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2517, top1_acc: 0.5211, top5_acc: 0.7453, loss_cls: 2.1367, loss: 3.3884, grad_norm: 6.8458 2021-07-06 06:40:52,549 - mmaction - INFO - Epoch [70][3360/3757] lr: 1.000e-02, eta: 3 days, 18:16:23, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2447, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1217, loss: 3.3664, grad_norm: 6.6622 2021-07-06 06:41:14,123 - mmaction - INFO - Epoch [70][3380/3757] lr: 1.000e-02, eta: 3 days, 18:16:01, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.2290, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.0359, loss: 3.2649, grad_norm: 6.7932 2021-07-06 06:41:36,225 - mmaction - INFO - Epoch [70][3400/3757] lr: 1.000e-02, eta: 3 days, 18:15:40, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2186, top1_acc: 0.5273, top5_acc: 0.7594, loss_cls: 2.0563, loss: 3.2749, grad_norm: 6.9388 2021-07-06 06:41:57,377 - mmaction - INFO - Epoch [70][3420/3757] lr: 1.000e-02, eta: 3 days, 18:15:18, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2741, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1117, loss: 3.3858, grad_norm: 6.9585 2021-07-06 06:42:19,289 - mmaction - INFO - Epoch [70][3440/3757] lr: 1.000e-02, eta: 3 days, 18:14:57, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.2501, top1_acc: 0.4945, top5_acc: 0.7273, loss_cls: 2.1792, loss: 3.4293, grad_norm: 6.7973 2021-07-06 06:42:40,577 - mmaction - INFO - Epoch [70][3460/3757] lr: 1.000e-02, eta: 3 days, 18:14:35, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2499, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.1454, loss: 3.3954, grad_norm: 6.9117 2021-07-06 06:43:02,559 - mmaction - INFO - Epoch [70][3480/3757] lr: 1.000e-02, eta: 3 days, 18:14:14, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2860, top1_acc: 0.4977, top5_acc: 0.7391, loss_cls: 2.1965, loss: 3.4825, grad_norm: 7.0684 2021-07-06 06:43:24,154 - mmaction - INFO - Epoch [70][3500/3757] lr: 1.000e-02, eta: 3 days, 18:13:52, time: 1.081, data_time: 0.006, memory: 6921, loss_aux: 1.3066, top1_acc: 0.5070, top5_acc: 0.7250, loss_cls: 2.2113, loss: 3.5178, grad_norm: 6.9741 2021-07-06 06:43:45,409 - mmaction - INFO - Epoch [70][3520/3757] lr: 1.000e-02, eta: 3 days, 18:13:30, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2100, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0510, loss: 3.2610, grad_norm: 6.7336 2021-07-06 06:44:06,685 - mmaction - INFO - Epoch [70][3540/3757] lr: 1.000e-02, eta: 3 days, 18:13:08, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2269, top1_acc: 0.5133, top5_acc: 0.7609, loss_cls: 2.0477, loss: 3.2746, grad_norm: 6.8214 2021-07-06 06:44:27,944 - mmaction - INFO - Epoch [70][3560/3757] lr: 1.000e-02, eta: 3 days, 18:12:46, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2194, top1_acc: 0.5344, top5_acc: 0.7508, loss_cls: 2.0358, loss: 3.2552, grad_norm: 6.9246 2021-07-06 06:44:50,898 - mmaction - INFO - Epoch [70][3580/3757] lr: 1.000e-02, eta: 3 days, 18:12:26, time: 1.147, data_time: 0.002, memory: 6921, loss_aux: 1.2696, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.1560, loss: 3.4256, grad_norm: 7.0063 2021-07-06 06:45:11,917 - mmaction - INFO - Epoch [70][3600/3757] lr: 1.000e-02, eta: 3 days, 18:12:04, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5180, top5_acc: 0.7328, loss_cls: 2.1253, loss: 3.3820, grad_norm: 6.9119 2021-07-06 06:45:33,144 - mmaction - INFO - Epoch [70][3620/3757] lr: 1.000e-02, eta: 3 days, 18:11:42, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2491, top1_acc: 0.5234, top5_acc: 0.7469, loss_cls: 2.0985, loss: 3.3476, grad_norm: 6.7314 2021-07-06 06:45:54,304 - mmaction - INFO - Epoch [70][3640/3757] lr: 1.000e-02, eta: 3 days, 18:11:20, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2789, top1_acc: 0.4961, top5_acc: 0.7320, loss_cls: 2.1725, loss: 3.4515, grad_norm: 7.0101 2021-07-06 06:46:15,657 - mmaction - INFO - Epoch [70][3660/3757] lr: 1.000e-02, eta: 3 days, 18:10:58, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2393, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.1041, loss: 3.3433, grad_norm: 6.7994 2021-07-06 06:46:36,629 - mmaction - INFO - Epoch [70][3680/3757] lr: 1.000e-02, eta: 3 days, 18:10:36, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2555, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.1009, loss: 3.3564, grad_norm: 6.8223 2021-07-06 06:46:58,513 - mmaction - INFO - Epoch [70][3700/3757] lr: 1.000e-02, eta: 3 days, 18:10:14, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.1894, top1_acc: 0.5297, top5_acc: 0.7477, loss_cls: 2.0945, loss: 3.2839, grad_norm: 6.7969 2021-07-06 06:47:20,049 - mmaction - INFO - Epoch [70][3720/3757] lr: 1.000e-02, eta: 3 days, 18:09:53, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.1752, top1_acc: 0.5328, top5_acc: 0.7406, loss_cls: 2.0205, loss: 3.1957, grad_norm: 6.6797 2021-07-06 06:47:42,101 - mmaction - INFO - Epoch [70][3740/3757] lr: 1.000e-02, eta: 3 days, 18:09:32, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2671, top1_acc: 0.5102, top5_acc: 0.7344, loss_cls: 2.1381, loss: 3.4052, grad_norm: 6.9329 2021-07-06 06:48:00,232 - mmaction - INFO - Saving checkpoint at 70 epochs 2021-07-06 06:52:50,620 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-06 06:52:51,436 - mmaction - INFO - top1_acc 0.6026 top5_acc 0.8322 2021-07-06 06:52:51,436 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-06 06:52:51,488 - mmaction - INFO - mean_acc 0.6024 2021-07-06 06:52:51,499 - mmaction - INFO - Epoch(val) [70][310] top1_acc: 0.6026, top5_acc: 0.8322, mean_class_accuracy: 0.6024 2021-07-06 06:53:53,048 - mmaction - INFO - Epoch [71][20/3757] lr: 1.000e-02, eta: 3 days, 18:09:16, time: 3.077, data_time: 2.031, memory: 6921, loss_aux: 1.2614, top1_acc: 0.5188, top5_acc: 0.7500, loss_cls: 2.1243, loss: 3.3857, grad_norm: 6.7848 2021-07-06 06:54:14,503 - mmaction - INFO - Epoch [71][40/3757] lr: 1.000e-02, eta: 3 days, 18:08:55, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2399, top1_acc: 0.5234, top5_acc: 0.7406, loss_cls: 2.0684, loss: 3.3082, grad_norm: 6.8092 2021-07-06 06:54:35,670 - mmaction - INFO - Epoch [71][60/3757] lr: 1.000e-02, eta: 3 days, 18:08:33, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2314, top1_acc: 0.5070, top5_acc: 0.7398, loss_cls: 2.1653, loss: 3.3967, grad_norm: 6.8451 2021-07-06 06:54:57,544 - mmaction - INFO - Epoch [71][80/3757] lr: 1.000e-02, eta: 3 days, 18:08:11, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2477, top1_acc: 0.5164, top5_acc: 0.7367, loss_cls: 2.1546, loss: 3.4022, grad_norm: 6.9146 2021-07-06 06:55:19,392 - mmaction - INFO - Epoch [71][100/3757] lr: 1.000e-02, eta: 3 days, 18:07:50, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.2228, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0525, loss: 3.2754, grad_norm: 6.7036 2021-07-06 06:55:40,548 - mmaction - INFO - Epoch [71][120/3757] lr: 1.000e-02, eta: 3 days, 18:07:28, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2540, top1_acc: 0.5148, top5_acc: 0.7281, loss_cls: 2.1252, loss: 3.3793, grad_norm: 6.8713 2021-07-06 06:56:01,879 - mmaction - INFO - Epoch [71][140/3757] lr: 1.000e-02, eta: 3 days, 18:07:06, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2369, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0851, loss: 3.3220, grad_norm: 6.9927 2021-07-06 06:56:23,934 - mmaction - INFO - Epoch [71][160/3757] lr: 1.000e-02, eta: 3 days, 18:06:45, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.1992, top1_acc: 0.5312, top5_acc: 0.7555, loss_cls: 2.0641, loss: 3.2634, grad_norm: 6.9934 2021-07-06 06:56:45,057 - mmaction - INFO - Epoch [71][180/3757] lr: 1.000e-02, eta: 3 days, 18:06:23, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2288, top1_acc: 0.5375, top5_acc: 0.7609, loss_cls: 2.0553, loss: 3.2842, grad_norm: 6.9181 2021-07-06 06:57:06,576 - mmaction - INFO - Epoch [71][200/3757] lr: 1.000e-02, eta: 3 days, 18:06:01, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2233, top1_acc: 0.5492, top5_acc: 0.7586, loss_cls: 1.9910, loss: 3.2143, grad_norm: 6.8480 2021-07-06 06:57:28,521 - mmaction - INFO - Epoch [71][220/3757] lr: 1.000e-02, eta: 3 days, 18:05:40, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 1.2684, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.1551, loss: 3.4235, grad_norm: 6.9856 2021-07-06 06:57:49,694 - mmaction - INFO - Epoch [71][240/3757] lr: 1.000e-02, eta: 3 days, 18:05:18, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2336, top1_acc: 0.5312, top5_acc: 0.7492, loss_cls: 2.0965, loss: 3.3301, grad_norm: 6.9233 2021-07-06 06:58:11,432 - mmaction - INFO - Epoch [71][260/3757] lr: 1.000e-02, eta: 3 days, 18:04:56, time: 1.086, data_time: 0.053, memory: 6921, loss_aux: 1.2174, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0532, loss: 3.2706, grad_norm: 6.8748 2021-07-06 06:58:32,626 - mmaction - INFO - Epoch [71][280/3757] lr: 1.000e-02, eta: 3 days, 18:04:34, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2059, top1_acc: 0.5367, top5_acc: 0.7555, loss_cls: 2.0282, loss: 3.2341, grad_norm: 6.7871 2021-07-06 06:58:54,069 - mmaction - INFO - Epoch [71][300/3757] lr: 1.000e-02, eta: 3 days, 18:04:12, time: 1.074, data_time: 0.023, memory: 6921, loss_aux: 1.2321, top1_acc: 0.5203, top5_acc: 0.7672, loss_cls: 2.0288, loss: 3.2609, grad_norm: 6.9019 2021-07-06 06:59:15,872 - mmaction - INFO - Epoch [71][320/3757] lr: 1.000e-02, eta: 3 days, 18:03:51, time: 1.090, data_time: 0.014, memory: 6921, loss_aux: 1.2639, top1_acc: 0.5297, top5_acc: 0.7398, loss_cls: 2.1117, loss: 3.3756, grad_norm: 6.8239 2021-07-06 06:59:36,996 - mmaction - INFO - Epoch [71][340/3757] lr: 1.000e-02, eta: 3 days, 18:03:29, time: 1.055, data_time: 0.010, memory: 6921, loss_aux: 1.2001, top1_acc: 0.5312, top5_acc: 0.7609, loss_cls: 2.0116, loss: 3.2118, grad_norm: 6.7661 2021-07-06 06:59:58,437 - mmaction - INFO - Epoch [71][360/3757] lr: 1.000e-02, eta: 3 days, 18:03:07, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2375, top1_acc: 0.5203, top5_acc: 0.7555, loss_cls: 2.0840, loss: 3.3215, grad_norm: 6.7149 2021-07-06 07:00:19,639 - mmaction - INFO - Epoch [71][380/3757] lr: 1.000e-02, eta: 3 days, 18:02:45, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.2407, top1_acc: 0.5016, top5_acc: 0.7477, loss_cls: 2.1168, loss: 3.3575, grad_norm: 6.8947 2021-07-06 07:00:41,071 - mmaction - INFO - Epoch [71][400/3757] lr: 1.000e-02, eta: 3 days, 18:02:23, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.2317, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.1129, loss: 3.3447, grad_norm: 6.8484 2021-07-06 07:01:02,247 - mmaction - INFO - Epoch [71][420/3757] lr: 1.000e-02, eta: 3 days, 18:02:01, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2688, top1_acc: 0.5391, top5_acc: 0.7469, loss_cls: 2.0525, loss: 3.3213, grad_norm: 6.8451 2021-07-06 07:01:23,425 - mmaction - INFO - Epoch [71][440/3757] lr: 1.000e-02, eta: 3 days, 18:01:39, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2195, top1_acc: 0.5352, top5_acc: 0.7617, loss_cls: 2.0545, loss: 3.2740, grad_norm: 7.0024 2021-07-06 07:01:45,172 - mmaction - INFO - Epoch [71][460/3757] lr: 1.000e-02, eta: 3 days, 18:01:18, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2489, top1_acc: 0.5312, top5_acc: 0.7484, loss_cls: 2.1183, loss: 3.3672, grad_norm: 7.1704 2021-07-06 07:02:06,558 - mmaction - INFO - Epoch [71][480/3757] lr: 1.000e-02, eta: 3 days, 18:00:56, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2288, top1_acc: 0.5188, top5_acc: 0.7469, loss_cls: 2.0996, loss: 3.3284, grad_norm: 6.8979 2021-07-06 07:02:27,810 - mmaction - INFO - Epoch [71][500/3757] lr: 1.000e-02, eta: 3 days, 18:00:34, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2834, top1_acc: 0.5062, top5_acc: 0.7258, loss_cls: 2.1930, loss: 3.4764, grad_norm: 6.7769 2021-07-06 07:02:49,087 - mmaction - INFO - Epoch [71][520/3757] lr: 1.000e-02, eta: 3 days, 18:00:12, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2300, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.0730, loss: 3.3030, grad_norm: 6.8609 2021-07-06 07:03:11,041 - mmaction - INFO - Epoch [71][540/3757] lr: 1.000e-02, eta: 3 days, 17:59:51, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2425, top1_acc: 0.5195, top5_acc: 0.7625, loss_cls: 2.0833, loss: 3.3258, grad_norm: 7.1171 2021-07-06 07:03:32,093 - mmaction - INFO - Epoch [71][560/3757] lr: 1.000e-02, eta: 3 days, 17:59:29, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2892, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1315, loss: 3.4207, grad_norm: 6.9773 2021-07-06 07:03:53,022 - mmaction - INFO - Epoch [71][580/3757] lr: 1.000e-02, eta: 3 days, 17:59:06, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.3036, top1_acc: 0.4805, top5_acc: 0.7148, loss_cls: 2.2742, loss: 3.5778, grad_norm: 6.9674 2021-07-06 07:04:14,280 - mmaction - INFO - Epoch [71][600/3757] lr: 1.000e-02, eta: 3 days, 17:58:44, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.2249, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0779, loss: 3.3028, grad_norm: 6.7287 2021-07-06 07:04:35,239 - mmaction - INFO - Epoch [71][620/3757] lr: 1.000e-02, eta: 3 days, 17:58:22, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.2377, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0725, loss: 3.3101, grad_norm: 6.7377 2021-07-06 07:04:57,061 - mmaction - INFO - Epoch [71][640/3757] lr: 1.000e-02, eta: 3 days, 17:58:01, time: 1.091, data_time: 0.037, memory: 6921, loss_aux: 1.2485, top1_acc: 0.5102, top5_acc: 0.7484, loss_cls: 2.1133, loss: 3.3618, grad_norm: 6.7671 2021-07-06 07:05:18,192 - mmaction - INFO - Epoch [71][660/3757] lr: 1.000e-02, eta: 3 days, 17:57:38, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2391, top1_acc: 0.5078, top5_acc: 0.7445, loss_cls: 2.1352, loss: 3.3744, grad_norm: 6.7617 2021-07-06 07:05:39,734 - mmaction - INFO - Epoch [71][680/3757] lr: 1.000e-02, eta: 3 days, 17:57:17, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.2254, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0669, loss: 3.2923, grad_norm: 6.7230 2021-07-06 07:06:01,902 - mmaction - INFO - Epoch [71][700/3757] lr: 1.000e-02, eta: 3 days, 17:56:56, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.2549, top1_acc: 0.5016, top5_acc: 0.7422, loss_cls: 2.1486, loss: 3.4035, grad_norm: 6.9710 2021-07-06 07:06:22,973 - mmaction - INFO - Epoch [71][720/3757] lr: 1.000e-02, eta: 3 days, 17:56:34, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2113, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.0855, loss: 3.2968, grad_norm: 6.9465 2021-07-06 07:06:44,142 - mmaction - INFO - Epoch [71][740/3757] lr: 1.000e-02, eta: 3 days, 17:56:12, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2413, top1_acc: 0.5219, top5_acc: 0.7328, loss_cls: 2.0833, loss: 3.3247, grad_norm: 6.7090 2021-07-06 07:07:05,398 - mmaction - INFO - Epoch [71][760/3757] lr: 1.000e-02, eta: 3 days, 17:55:50, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2808, top1_acc: 0.5016, top5_acc: 0.7195, loss_cls: 2.1882, loss: 3.4689, grad_norm: 6.8330 2021-07-06 07:07:27,255 - mmaction - INFO - Epoch [71][780/3757] lr: 1.000e-02, eta: 3 days, 17:55:28, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.2639, top1_acc: 0.5102, top5_acc: 0.7539, loss_cls: 2.1533, loss: 3.4172, grad_norm: 7.0519 2021-07-06 07:07:48,170 - mmaction - INFO - Epoch [71][800/3757] lr: 1.000e-02, eta: 3 days, 17:55:06, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2552, top1_acc: 0.5164, top5_acc: 0.7234, loss_cls: 2.1831, loss: 3.4383, grad_norm: 7.1197 2021-07-06 07:08:09,189 - mmaction - INFO - Epoch [71][820/3757] lr: 1.000e-02, eta: 3 days, 17:54:44, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2116, top1_acc: 0.5328, top5_acc: 0.7523, loss_cls: 2.0256, loss: 3.2373, grad_norm: 6.6146 2021-07-06 07:08:30,399 - mmaction - INFO - Epoch [71][840/3757] lr: 1.000e-02, eta: 3 days, 17:54:22, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2837, top1_acc: 0.5164, top5_acc: 0.7320, loss_cls: 2.1857, loss: 3.4694, grad_norm: 7.0019 2021-07-06 07:08:53,007 - mmaction - INFO - Epoch [71][860/3757] lr: 1.000e-02, eta: 3 days, 17:54:01, time: 1.131, data_time: 0.003, memory: 6921, loss_aux: 1.2177, top1_acc: 0.5414, top5_acc: 0.7492, loss_cls: 2.0651, loss: 3.2828, grad_norm: 6.7837 2021-07-06 07:09:14,107 - mmaction - INFO - Epoch [71][880/3757] lr: 1.000e-02, eta: 3 days, 17:53:39, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2405, top1_acc: 0.5023, top5_acc: 0.7547, loss_cls: 2.0702, loss: 3.3107, grad_norm: 7.0009 2021-07-06 07:09:35,257 - mmaction - INFO - Epoch [71][900/3757] lr: 1.000e-02, eta: 3 days, 17:53:17, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2503, top1_acc: 0.5234, top5_acc: 0.7398, loss_cls: 2.1096, loss: 3.3599, grad_norm: 6.9445 2021-07-06 07:09:56,337 - mmaction - INFO - Epoch [71][920/3757] lr: 1.000e-02, eta: 3 days, 17:52:55, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2512, top1_acc: 0.5250, top5_acc: 0.7453, loss_cls: 2.1087, loss: 3.3599, grad_norm: 6.8300 2021-07-06 07:10:17,847 - mmaction - INFO - Epoch [71][940/3757] lr: 1.000e-02, eta: 3 days, 17:52:33, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.2695, top1_acc: 0.5023, top5_acc: 0.7164, loss_cls: 2.1567, loss: 3.4262, grad_norm: 6.8604 2021-07-06 07:10:39,170 - mmaction - INFO - Epoch [71][960/3757] lr: 1.000e-02, eta: 3 days, 17:52:11, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2721, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1130, loss: 3.3851, grad_norm: 6.9903 2021-07-06 07:11:00,955 - mmaction - INFO - Epoch [71][980/3757] lr: 1.000e-02, eta: 3 days, 17:51:50, time: 1.089, data_time: 0.045, memory: 6921, loss_aux: 1.2852, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.1768, loss: 3.4620, grad_norm: 6.9644 2021-07-06 07:11:22,980 - mmaction - INFO - Epoch [71][1000/3757] lr: 1.000e-02, eta: 3 days, 17:51:29, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2823, top1_acc: 0.4906, top5_acc: 0.7352, loss_cls: 2.2093, loss: 3.4916, grad_norm: 6.8841 2021-07-06 07:11:44,028 - mmaction - INFO - Epoch [71][1020/3757] lr: 1.000e-02, eta: 3 days, 17:51:06, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2227, top1_acc: 0.5266, top5_acc: 0.7406, loss_cls: 2.0498, loss: 3.2725, grad_norm: 6.8649 2021-07-06 07:12:05,222 - mmaction - INFO - Epoch [71][1040/3757] lr: 1.000e-02, eta: 3 days, 17:50:44, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2186, top1_acc: 0.5281, top5_acc: 0.7609, loss_cls: 2.0525, loss: 3.2711, grad_norm: 6.9771 2021-07-06 07:12:27,340 - mmaction - INFO - Epoch [71][1060/3757] lr: 1.000e-02, eta: 3 days, 17:50:23, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.3198, top1_acc: 0.4930, top5_acc: 0.7172, loss_cls: 2.2728, loss: 3.5925, grad_norm: 7.1124 2021-07-06 07:12:48,613 - mmaction - INFO - Epoch [71][1080/3757] lr: 1.000e-02, eta: 3 days, 17:50:01, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2535, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1655, loss: 3.4191, grad_norm: 7.0663 2021-07-06 07:13:09,709 - mmaction - INFO - Epoch [71][1100/3757] lr: 1.000e-02, eta: 3 days, 17:49:39, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2681, top1_acc: 0.5234, top5_acc: 0.7352, loss_cls: 2.1279, loss: 3.3960, grad_norm: 6.9677 2021-07-06 07:13:30,813 - mmaction - INFO - Epoch [71][1120/3757] lr: 1.000e-02, eta: 3 days, 17:49:17, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2771, top1_acc: 0.5055, top5_acc: 0.7539, loss_cls: 2.1222, loss: 3.3993, grad_norm: 6.9920 2021-07-06 07:13:51,794 - mmaction - INFO - Epoch [71][1140/3757] lr: 1.000e-02, eta: 3 days, 17:48:55, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2344, top1_acc: 0.5266, top5_acc: 0.7414, loss_cls: 2.1099, loss: 3.3443, grad_norm: 6.9400 2021-07-06 07:14:13,641 - mmaction - INFO - Epoch [71][1160/3757] lr: 1.000e-02, eta: 3 days, 17:48:33, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.2739, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1834, loss: 3.4573, grad_norm: 6.9466 2021-07-06 07:14:35,399 - mmaction - INFO - Epoch [71][1180/3757] lr: 1.000e-02, eta: 3 days, 17:48:12, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.2154, top1_acc: 0.5375, top5_acc: 0.7445, loss_cls: 2.0671, loss: 3.2825, grad_norm: 6.7192 2021-07-06 07:14:56,750 - mmaction - INFO - Epoch [71][1200/3757] lr: 1.000e-02, eta: 3 days, 17:47:50, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2405, top1_acc: 0.5211, top5_acc: 0.7430, loss_cls: 2.1028, loss: 3.3433, grad_norm: 6.9868 2021-07-06 07:15:18,104 - mmaction - INFO - Epoch [71][1220/3757] lr: 1.000e-02, eta: 3 days, 17:47:28, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.1936, top1_acc: 0.5266, top5_acc: 0.7633, loss_cls: 2.0343, loss: 3.2279, grad_norm: 6.7247 2021-07-06 07:15:39,069 - mmaction - INFO - Epoch [71][1240/3757] lr: 1.000e-02, eta: 3 days, 17:47:06, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2637, top1_acc: 0.5336, top5_acc: 0.7523, loss_cls: 2.0741, loss: 3.3378, grad_norm: 6.9114 2021-07-06 07:16:00,367 - mmaction - INFO - Epoch [71][1260/3757] lr: 1.000e-02, eta: 3 days, 17:46:44, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2364, top1_acc: 0.5234, top5_acc: 0.7398, loss_cls: 2.0771, loss: 3.3134, grad_norm: 6.9924 2021-07-06 07:16:22,019 - mmaction - INFO - Epoch [71][1280/3757] lr: 1.000e-02, eta: 3 days, 17:46:22, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.3070, top1_acc: 0.4898, top5_acc: 0.7188, loss_cls: 2.2389, loss: 3.5460, grad_norm: 6.8904 2021-07-06 07:16:43,290 - mmaction - INFO - Epoch [71][1300/3757] lr: 1.000e-02, eta: 3 days, 17:46:00, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2389, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1020, loss: 3.3409, grad_norm: 6.7584 2021-07-06 07:17:04,366 - mmaction - INFO - Epoch [71][1320/3757] lr: 1.000e-02, eta: 3 days, 17:45:38, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2823, top1_acc: 0.5133, top5_acc: 0.7469, loss_cls: 2.1404, loss: 3.4227, grad_norm: 6.9996 2021-07-06 07:17:26,786 - mmaction - INFO - Epoch [71][1340/3757] lr: 1.000e-02, eta: 3 days, 17:45:18, time: 1.123, data_time: 0.005, memory: 6921, loss_aux: 1.2500, top1_acc: 0.5180, top5_acc: 0.7398, loss_cls: 2.1274, loss: 3.3774, grad_norm: 6.9675 2021-07-06 07:17:47,789 - mmaction - INFO - Epoch [71][1360/3757] lr: 1.000e-02, eta: 3 days, 17:44:55, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.1895, top1_acc: 0.5406, top5_acc: 0.7570, loss_cls: 2.0368, loss: 3.2263, grad_norm: 6.5116 2021-07-06 07:18:09,128 - mmaction - INFO - Epoch [71][1380/3757] lr: 1.000e-02, eta: 3 days, 17:44:33, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2374, top1_acc: 0.5188, top5_acc: 0.7430, loss_cls: 2.1043, loss: 3.3417, grad_norm: 6.8490 2021-07-06 07:18:30,374 - mmaction - INFO - Epoch [71][1400/3757] lr: 1.000e-02, eta: 3 days, 17:44:11, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2001, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0310, loss: 3.2311, grad_norm: 6.7855 2021-07-06 07:18:51,680 - mmaction - INFO - Epoch [71][1420/3757] lr: 1.000e-02, eta: 3 days, 17:43:50, time: 1.065, data_time: 0.008, memory: 6921, loss_aux: 1.2834, top1_acc: 0.4969, top5_acc: 0.7250, loss_cls: 2.2294, loss: 3.5128, grad_norm: 7.0055 2021-07-06 07:19:12,573 - mmaction - INFO - Epoch [71][1440/3757] lr: 1.000e-02, eta: 3 days, 17:43:27, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.3003, top1_acc: 0.4953, top5_acc: 0.7328, loss_cls: 2.2395, loss: 3.5398, grad_norm: 6.9441 2021-07-06 07:19:34,861 - mmaction - INFO - Epoch [71][1460/3757] lr: 1.000e-02, eta: 3 days, 17:43:06, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.2204, top1_acc: 0.5281, top5_acc: 0.7617, loss_cls: 2.0153, loss: 3.2357, grad_norm: 6.8291 2021-07-06 07:19:56,092 - mmaction - INFO - Epoch [71][1480/3757] lr: 1.000e-02, eta: 3 days, 17:42:44, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.3045, top1_acc: 0.5000, top5_acc: 0.7203, loss_cls: 2.2264, loss: 3.5310, grad_norm: 6.9162 2021-07-06 07:20:17,315 - mmaction - INFO - Epoch [71][1500/3757] lr: 1.000e-02, eta: 3 days, 17:42:22, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2287, top1_acc: 0.5266, top5_acc: 0.7383, loss_cls: 2.1099, loss: 3.3386, grad_norm: 6.8119 2021-07-06 07:20:39,025 - mmaction - INFO - Epoch [71][1520/3757] lr: 1.000e-02, eta: 3 days, 17:42:01, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.2187, top1_acc: 0.5336, top5_acc: 0.7672, loss_cls: 2.0282, loss: 3.2468, grad_norm: 6.8401 2021-07-06 07:21:00,501 - mmaction - INFO - Epoch [71][1540/3757] lr: 1.000e-02, eta: 3 days, 17:41:39, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2809, top1_acc: 0.5133, top5_acc: 0.7273, loss_cls: 2.1475, loss: 3.4285, grad_norm: 6.9281 2021-07-06 07:21:21,569 - mmaction - INFO - Epoch [71][1560/3757] lr: 1.000e-02, eta: 3 days, 17:41:17, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2355, top1_acc: 0.5312, top5_acc: 0.7484, loss_cls: 2.0763, loss: 3.3118, grad_norm: 6.7703 2021-07-06 07:21:42,708 - mmaction - INFO - Epoch [71][1580/3757] lr: 1.000e-02, eta: 3 days, 17:40:55, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.2332, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.0816, loss: 3.3148, grad_norm: 6.5533 2021-07-06 07:22:03,868 - mmaction - INFO - Epoch [71][1600/3757] lr: 1.000e-02, eta: 3 days, 17:40:33, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2963, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.2018, loss: 3.4981, grad_norm: 7.0282 2021-07-06 07:22:24,995 - mmaction - INFO - Epoch [71][1620/3757] lr: 1.000e-02, eta: 3 days, 17:40:11, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2186, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.0827, loss: 3.3012, grad_norm: 6.6948 2021-07-06 07:22:46,045 - mmaction - INFO - Epoch [71][1640/3757] lr: 1.000e-02, eta: 3 days, 17:39:48, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2473, top1_acc: 0.5164, top5_acc: 0.7367, loss_cls: 2.1239, loss: 3.3712, grad_norm: 6.8806 2021-07-06 07:23:08,206 - mmaction - INFO - Epoch [71][1660/3757] lr: 1.000e-02, eta: 3 days, 17:39:27, time: 1.111, data_time: 0.006, memory: 6921, loss_aux: 1.1952, top1_acc: 0.5375, top5_acc: 0.7812, loss_cls: 2.0029, loss: 3.1981, grad_norm: 6.6564 2021-07-06 07:23:29,708 - mmaction - INFO - Epoch [71][1680/3757] lr: 1.000e-02, eta: 3 days, 17:39:06, time: 1.074, data_time: 0.016, memory: 6921, loss_aux: 1.2639, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.1234, loss: 3.3873, grad_norm: 6.8441 2021-07-06 07:23:50,875 - mmaction - INFO - Epoch [71][1700/3757] lr: 1.000e-02, eta: 3 days, 17:38:44, time: 1.058, data_time: 0.010, memory: 6921, loss_aux: 1.2368, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0904, loss: 3.3272, grad_norm: 6.7491 2021-07-06 07:24:12,020 - mmaction - INFO - Epoch [71][1720/3757] lr: 1.000e-02, eta: 3 days, 17:38:21, time: 1.057, data_time: 0.007, memory: 6921, loss_aux: 1.3103, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.2361, loss: 3.5464, grad_norm: 7.0045 2021-07-06 07:24:33,483 - mmaction - INFO - Epoch [71][1740/3757] lr: 1.000e-02, eta: 3 days, 17:38:00, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.2652, top1_acc: 0.5109, top5_acc: 0.7281, loss_cls: 2.1573, loss: 3.4225, grad_norm: 6.8148 2021-07-06 07:24:54,501 - mmaction - INFO - Epoch [71][1760/3757] lr: 1.000e-02, eta: 3 days, 17:37:37, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.3060, top1_acc: 0.4977, top5_acc: 0.7422, loss_cls: 2.1696, loss: 3.4756, grad_norm: 7.0143 2021-07-06 07:25:16,698 - mmaction - INFO - Epoch [71][1780/3757] lr: 1.000e-02, eta: 3 days, 17:37:17, time: 1.111, data_time: 0.006, memory: 6921, loss_aux: 1.2735, top1_acc: 0.5078, top5_acc: 0.7484, loss_cls: 2.1468, loss: 3.4203, grad_norm: 6.8908 2021-07-06 07:25:38,792 - mmaction - INFO - Epoch [71][1800/3757] lr: 1.000e-02, eta: 3 days, 17:36:56, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.2803, top1_acc: 0.5023, top5_acc: 0.7320, loss_cls: 2.1964, loss: 3.4767, grad_norm: 6.9182 2021-07-06 07:25:59,732 - mmaction - INFO - Epoch [71][1820/3757] lr: 1.000e-02, eta: 3 days, 17:36:33, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.3211, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2399, loss: 3.5611, grad_norm: 6.8535 2021-07-06 07:26:20,792 - mmaction - INFO - Epoch [71][1840/3757] lr: 1.000e-02, eta: 3 days, 17:36:11, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.2385, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1311, loss: 3.3696, grad_norm: 6.8581 2021-07-06 07:26:42,000 - mmaction - INFO - Epoch [71][1860/3757] lr: 1.000e-02, eta: 3 days, 17:35:49, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2660, top1_acc: 0.5023, top5_acc: 0.7438, loss_cls: 2.1397, loss: 3.4056, grad_norm: 6.8433 2021-07-06 07:27:03,066 - mmaction - INFO - Epoch [71][1880/3757] lr: 1.000e-02, eta: 3 days, 17:35:27, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2451, top1_acc: 0.5211, top5_acc: 0.7375, loss_cls: 2.1130, loss: 3.3581, grad_norm: 6.7639 2021-07-06 07:27:24,302 - mmaction - INFO - Epoch [71][1900/3757] lr: 1.000e-02, eta: 3 days, 17:35:05, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.3093, top1_acc: 0.4641, top5_acc: 0.7273, loss_cls: 2.2355, loss: 3.5448, grad_norm: 7.1252 2021-07-06 07:27:46,688 - mmaction - INFO - Epoch [71][1920/3757] lr: 1.000e-02, eta: 3 days, 17:34:44, time: 1.121, data_time: 0.050, memory: 6921, loss_aux: 1.2706, top1_acc: 0.4898, top5_acc: 0.7430, loss_cls: 2.1640, loss: 3.4346, grad_norm: 7.1138 2021-07-06 07:28:07,823 - mmaction - INFO - Epoch [71][1940/3757] lr: 1.000e-02, eta: 3 days, 17:34:22, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2963, top1_acc: 0.4938, top5_acc: 0.7156, loss_cls: 2.2569, loss: 3.5532, grad_norm: 7.1019 2021-07-06 07:28:28,843 - mmaction - INFO - Epoch [71][1960/3757] lr: 1.000e-02, eta: 3 days, 17:34:00, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2281, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1480, loss: 3.3762, grad_norm: 7.0515 2021-07-06 07:28:50,012 - mmaction - INFO - Epoch [71][1980/3757] lr: 1.000e-02, eta: 3 days, 17:33:38, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2311, top1_acc: 0.5211, top5_acc: 0.7594, loss_cls: 2.0641, loss: 3.2952, grad_norm: 6.7915 2021-07-06 07:29:11,008 - mmaction - INFO - Epoch [71][2000/3757] lr: 1.000e-02, eta: 3 days, 17:33:15, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.1714, top1_acc: 0.5453, top5_acc: 0.7578, loss_cls: 1.9836, loss: 3.1550, grad_norm: 6.5312 2021-07-06 07:29:32,152 - mmaction - INFO - Epoch [71][2020/3757] lr: 1.000e-02, eta: 3 days, 17:32:53, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2026, top1_acc: 0.5430, top5_acc: 0.7672, loss_cls: 2.0185, loss: 3.2211, grad_norm: 6.7802 2021-07-06 07:29:53,965 - mmaction - INFO - Epoch [71][2040/3757] lr: 1.000e-02, eta: 3 days, 17:32:32, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.2369, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0738, loss: 3.3107, grad_norm: 6.7387 2021-07-06 07:30:15,844 - mmaction - INFO - Epoch [71][2060/3757] lr: 1.000e-02, eta: 3 days, 17:32:11, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2139, top1_acc: 0.5305, top5_acc: 0.7531, loss_cls: 2.0923, loss: 3.3062, grad_norm: 6.8685 2021-07-06 07:30:37,103 - mmaction - INFO - Epoch [71][2080/3757] lr: 1.000e-02, eta: 3 days, 17:31:49, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2834, top1_acc: 0.4945, top5_acc: 0.7406, loss_cls: 2.1453, loss: 3.4288, grad_norm: 6.8768 2021-07-06 07:30:58,653 - mmaction - INFO - Epoch [71][2100/3757] lr: 1.000e-02, eta: 3 days, 17:31:27, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.2717, top1_acc: 0.5188, top5_acc: 0.7383, loss_cls: 2.1599, loss: 3.4316, grad_norm: 7.0376 2021-07-06 07:31:19,694 - mmaction - INFO - Epoch [71][2120/3757] lr: 1.000e-02, eta: 3 days, 17:31:05, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.2131, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.0711, loss: 3.2842, grad_norm: 6.7249 2021-07-06 07:31:40,950 - mmaction - INFO - Epoch [71][2140/3757] lr: 1.000e-02, eta: 3 days, 17:30:43, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2462, top1_acc: 0.5070, top5_acc: 0.7258, loss_cls: 2.1241, loss: 3.3703, grad_norm: 6.6393 2021-07-06 07:32:01,944 - mmaction - INFO - Epoch [71][2160/3757] lr: 1.000e-02, eta: 3 days, 17:30:20, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.2132, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.0841, loss: 3.2973, grad_norm: 6.9768 2021-07-06 07:32:23,226 - mmaction - INFO - Epoch [71][2180/3757] lr: 1.000e-02, eta: 3 days, 17:29:59, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2904, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.2286, loss: 3.5190, grad_norm: 6.8666 2021-07-06 07:32:44,476 - mmaction - INFO - Epoch [71][2200/3757] lr: 1.000e-02, eta: 3 days, 17:29:37, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.1995, top1_acc: 0.5336, top5_acc: 0.7602, loss_cls: 2.0374, loss: 3.2369, grad_norm: 6.7025 2021-07-06 07:33:05,635 - mmaction - INFO - Epoch [71][2220/3757] lr: 1.000e-02, eta: 3 days, 17:29:14, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2520, top1_acc: 0.5195, top5_acc: 0.7375, loss_cls: 2.1283, loss: 3.3803, grad_norm: 6.8951 2021-07-06 07:33:26,613 - mmaction - INFO - Epoch [71][2240/3757] lr: 1.000e-02, eta: 3 days, 17:28:52, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.2269, top1_acc: 0.5359, top5_acc: 0.7453, loss_cls: 2.0318, loss: 3.2586, grad_norm: 6.9996 2021-07-06 07:33:48,140 - mmaction - INFO - Epoch [71][2260/3757] lr: 1.000e-02, eta: 3 days, 17:28:30, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.2466, top1_acc: 0.5172, top5_acc: 0.7406, loss_cls: 2.1263, loss: 3.3729, grad_norm: 6.9543 2021-07-06 07:34:08,917 - mmaction - INFO - Epoch [71][2280/3757] lr: 1.000e-02, eta: 3 days, 17:28:08, time: 1.038, data_time: 0.003, memory: 6921, loss_aux: 1.2351, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0615, loss: 3.2966, grad_norm: 6.8076 2021-07-06 07:34:30,771 - mmaction - INFO - Epoch [71][2300/3757] lr: 1.000e-02, eta: 3 days, 17:27:47, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.2246, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.0838, loss: 3.3083, grad_norm: 7.0198 2021-07-06 07:34:51,972 - mmaction - INFO - Epoch [71][2320/3757] lr: 1.000e-02, eta: 3 days, 17:27:25, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.3001, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2448, loss: 3.5449, grad_norm: 7.1790 2021-07-06 07:35:13,234 - mmaction - INFO - Epoch [71][2340/3757] lr: 1.000e-02, eta: 3 days, 17:27:03, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2707, top1_acc: 0.5148, top5_acc: 0.7445, loss_cls: 2.1362, loss: 3.4069, grad_norm: 6.9001 2021-07-06 07:35:34,311 - mmaction - INFO - Epoch [71][2360/3757] lr: 1.000e-02, eta: 3 days, 17:26:40, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2795, top1_acc: 0.5016, top5_acc: 0.7336, loss_cls: 2.1842, loss: 3.4637, grad_norm: 6.9896 2021-07-06 07:35:55,408 - mmaction - INFO - Epoch [71][2380/3757] lr: 1.000e-02, eta: 3 days, 17:26:18, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2697, top1_acc: 0.5008, top5_acc: 0.7383, loss_cls: 2.1932, loss: 3.4628, grad_norm: 6.9553 2021-07-06 07:36:16,773 - mmaction - INFO - Epoch [71][2400/3757] lr: 1.000e-02, eta: 3 days, 17:25:56, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2546, top1_acc: 0.5156, top5_acc: 0.7617, loss_cls: 2.1090, loss: 3.3636, grad_norm: 7.0294 2021-07-06 07:36:38,716 - mmaction - INFO - Epoch [71][2420/3757] lr: 1.000e-02, eta: 3 days, 17:25:35, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.2838, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2091, loss: 3.4929, grad_norm: 7.0320 2021-07-06 07:37:01,180 - mmaction - INFO - Epoch [71][2440/3757] lr: 1.000e-02, eta: 3 days, 17:25:15, time: 1.125, data_time: 0.004, memory: 6921, loss_aux: 1.2514, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1147, loss: 3.3661, grad_norm: 6.8219 2021-07-06 07:37:21,888 - mmaction - INFO - Epoch [71][2460/3757] lr: 1.000e-02, eta: 3 days, 17:24:52, time: 1.035, data_time: 0.002, memory: 6921, loss_aux: 1.2443, top1_acc: 0.5070, top5_acc: 0.7477, loss_cls: 2.1403, loss: 3.3847, grad_norm: 6.8079 2021-07-06 07:37:43,077 - mmaction - INFO - Epoch [71][2480/3757] lr: 1.000e-02, eta: 3 days, 17:24:30, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2437, top1_acc: 0.5312, top5_acc: 0.7414, loss_cls: 2.1217, loss: 3.3654, grad_norm: 7.0290 2021-07-06 07:38:04,075 - mmaction - INFO - Epoch [71][2500/3757] lr: 1.000e-02, eta: 3 days, 17:24:08, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.2362, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.0933, loss: 3.3295, grad_norm: 6.9395 2021-07-06 07:38:25,996 - mmaction - INFO - Epoch [71][2520/3757] lr: 1.000e-02, eta: 3 days, 17:23:46, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 1.2324, top1_acc: 0.5195, top5_acc: 0.7406, loss_cls: 2.0714, loss: 3.3039, grad_norm: 6.6894 2021-07-06 07:38:47,301 - mmaction - INFO - Epoch [71][2540/3757] lr: 1.000e-02, eta: 3 days, 17:23:25, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2787, top1_acc: 0.5094, top5_acc: 0.7477, loss_cls: 2.1570, loss: 3.4357, grad_norm: 6.9860 2021-07-06 07:39:08,562 - mmaction - INFO - Epoch [71][2560/3757] lr: 1.000e-02, eta: 3 days, 17:23:03, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2832, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1859, loss: 3.4690, grad_norm: 7.1666 2021-07-06 07:39:29,951 - mmaction - INFO - Epoch [71][2580/3757] lr: 1.000e-02, eta: 3 days, 17:22:41, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2754, top1_acc: 0.4773, top5_acc: 0.7203, loss_cls: 2.2405, loss: 3.5159, grad_norm: 7.1149 2021-07-06 07:39:51,044 - mmaction - INFO - Epoch [71][2600/3757] lr: 1.000e-02, eta: 3 days, 17:22:19, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2490, top1_acc: 0.5258, top5_acc: 0.7477, loss_cls: 2.0851, loss: 3.3341, grad_norm: 6.9002 2021-07-06 07:40:13,406 - mmaction - INFO - Epoch [71][2620/3757] lr: 1.000e-02, eta: 3 days, 17:21:58, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2089, top1_acc: 0.5484, top5_acc: 0.7555, loss_cls: 2.0345, loss: 3.2434, grad_norm: 6.7790 2021-07-06 07:40:34,912 - mmaction - INFO - Epoch [71][2640/3757] lr: 1.000e-02, eta: 3 days, 17:21:36, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2545, top1_acc: 0.5102, top5_acc: 0.7422, loss_cls: 2.1519, loss: 3.4064, grad_norm: 6.8776 2021-07-06 07:40:55,949 - mmaction - INFO - Epoch [71][2660/3757] lr: 1.000e-02, eta: 3 days, 17:21:14, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2304, top1_acc: 0.5156, top5_acc: 0.7500, loss_cls: 2.0898, loss: 3.3203, grad_norm: 6.9561 2021-07-06 07:41:17,495 - mmaction - INFO - Epoch [71][2680/3757] lr: 1.000e-02, eta: 3 days, 17:20:52, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2289, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.1360, loss: 3.3648, grad_norm: 6.8795 2021-07-06 07:41:38,801 - mmaction - INFO - Epoch [71][2700/3757] lr: 1.000e-02, eta: 3 days, 17:20:30, time: 1.065, data_time: 0.007, memory: 6921, loss_aux: 1.2497, top1_acc: 0.4945, top5_acc: 0.7484, loss_cls: 2.1398, loss: 3.3894, grad_norm: 6.9316 2021-07-06 07:42:00,557 - mmaction - INFO - Epoch [71][2720/3757] lr: 1.000e-02, eta: 3 days, 17:20:09, time: 1.087, data_time: 0.036, memory: 6921, loss_aux: 1.2265, top1_acc: 0.5117, top5_acc: 0.7445, loss_cls: 2.0894, loss: 3.3159, grad_norm: 6.7929 2021-07-06 07:42:21,942 - mmaction - INFO - Epoch [71][2740/3757] lr: 1.000e-02, eta: 3 days, 17:19:47, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2656, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.2021, loss: 3.4678, grad_norm: 6.9014 2021-07-06 07:42:43,089 - mmaction - INFO - Epoch [71][2760/3757] lr: 1.000e-02, eta: 3 days, 17:19:25, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2332, top1_acc: 0.5211, top5_acc: 0.7430, loss_cls: 2.1111, loss: 3.3443, grad_norm: 6.7521 2021-07-06 07:43:04,305 - mmaction - INFO - Epoch [71][2780/3757] lr: 1.000e-02, eta: 3 days, 17:19:03, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.3281, top1_acc: 0.4789, top5_acc: 0.7297, loss_cls: 2.2682, loss: 3.5963, grad_norm: 7.1221 2021-07-06 07:43:26,045 - mmaction - INFO - Epoch [71][2800/3757] lr: 1.000e-02, eta: 3 days, 17:18:42, time: 1.087, data_time: 0.024, memory: 6921, loss_aux: 1.2513, top1_acc: 0.5070, top5_acc: 0.7500, loss_cls: 2.1196, loss: 3.3709, grad_norm: 6.7876 2021-07-06 07:43:47,593 - mmaction - INFO - Epoch [71][2820/3757] lr: 1.000e-02, eta: 3 days, 17:18:20, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.2401, top1_acc: 0.5367, top5_acc: 0.7586, loss_cls: 2.0767, loss: 3.3169, grad_norm: 6.7085 2021-07-06 07:44:08,726 - mmaction - INFO - Epoch [71][2840/3757] lr: 1.000e-02, eta: 3 days, 17:17:58, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2977, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1769, loss: 3.4746, grad_norm: 6.8331 2021-07-06 07:44:29,921 - mmaction - INFO - Epoch [71][2860/3757] lr: 1.000e-02, eta: 3 days, 17:17:36, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.3061, top1_acc: 0.4859, top5_acc: 0.7164, loss_cls: 2.2549, loss: 3.5610, grad_norm: 7.0665 2021-07-06 07:44:51,233 - mmaction - INFO - Epoch [71][2880/3757] lr: 1.000e-02, eta: 3 days, 17:17:14, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2639, top1_acc: 0.4969, top5_acc: 0.7312, loss_cls: 2.1905, loss: 3.4544, grad_norm: 6.8444 2021-07-06 07:45:12,636 - mmaction - INFO - Epoch [71][2900/3757] lr: 1.000e-02, eta: 3 days, 17:16:52, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.2350, top1_acc: 0.5109, top5_acc: 0.7414, loss_cls: 2.1072, loss: 3.3423, grad_norm: 6.8488 2021-07-06 07:45:34,769 - mmaction - INFO - Epoch [71][2920/3757] lr: 1.000e-02, eta: 3 days, 17:16:31, time: 1.106, data_time: 0.001, memory: 6921, loss_aux: 1.2386, top1_acc: 0.5359, top5_acc: 0.7523, loss_cls: 2.0662, loss: 3.3048, grad_norm: 6.7508 2021-07-06 07:45:55,965 - mmaction - INFO - Epoch [71][2940/3757] lr: 1.000e-02, eta: 3 days, 17:16:09, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2300, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.0880, loss: 3.3181, grad_norm: 6.9048 2021-07-06 07:46:16,980 - mmaction - INFO - Epoch [71][2960/3757] lr: 1.000e-02, eta: 3 days, 17:15:47, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2277, top1_acc: 0.5164, top5_acc: 0.7398, loss_cls: 2.0861, loss: 3.3138, grad_norm: 6.9871 2021-07-06 07:46:38,169 - mmaction - INFO - Epoch [71][2980/3757] lr: 1.000e-02, eta: 3 days, 17:15:25, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2518, top1_acc: 0.5125, top5_acc: 0.7227, loss_cls: 2.1483, loss: 3.4001, grad_norm: 6.8071 2021-07-06 07:46:59,143 - mmaction - INFO - Epoch [71][3000/3757] lr: 1.000e-02, eta: 3 days, 17:15:02, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.2615, top1_acc: 0.5125, top5_acc: 0.7391, loss_cls: 2.1497, loss: 3.4112, grad_norm: 6.8811 2021-07-06 07:47:22,108 - mmaction - INFO - Epoch [71][3020/3757] lr: 1.000e-02, eta: 3 days, 17:14:42, time: 1.149, data_time: 0.106, memory: 6921, loss_aux: 1.2859, top1_acc: 0.4898, top5_acc: 0.7367, loss_cls: 2.2176, loss: 3.5035, grad_norm: 7.0739 2021-07-06 07:47:43,407 - mmaction - INFO - Epoch [71][3040/3757] lr: 1.000e-02, eta: 3 days, 17:14:20, time: 1.065, data_time: 0.030, memory: 6921, loss_aux: 1.2363, top1_acc: 0.5141, top5_acc: 0.7273, loss_cls: 2.1277, loss: 3.3640, grad_norm: 6.8878 2021-07-06 07:48:04,566 - mmaction - INFO - Epoch [71][3060/3757] lr: 1.000e-02, eta: 3 days, 17:13:58, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3087, top1_acc: 0.4813, top5_acc: 0.7164, loss_cls: 2.2787, loss: 3.5875, grad_norm: 7.0857 2021-07-06 07:48:25,781 - mmaction - INFO - Epoch [71][3080/3757] lr: 1.000e-02, eta: 3 days, 17:13:36, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2853, top1_acc: 0.5078, top5_acc: 0.7344, loss_cls: 2.1957, loss: 3.4810, grad_norm: 6.8573 2021-07-06 07:48:47,943 - mmaction - INFO - Epoch [71][3100/3757] lr: 1.000e-02, eta: 3 days, 17:13:15, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.2517, top1_acc: 0.5188, top5_acc: 0.7523, loss_cls: 2.1324, loss: 3.3841, grad_norm: 6.9544 2021-07-06 07:49:08,937 - mmaction - INFO - Epoch [71][3120/3757] lr: 1.000e-02, eta: 3 days, 17:12:53, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2291, top1_acc: 0.5156, top5_acc: 0.7406, loss_cls: 2.1057, loss: 3.3347, grad_norm: 6.8325 2021-07-06 07:49:30,054 - mmaction - INFO - Epoch [71][3140/3757] lr: 1.000e-02, eta: 3 days, 17:12:31, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2026, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0003, loss: 3.2028, grad_norm: 6.8678 2021-07-06 07:49:51,122 - mmaction - INFO - Epoch [71][3160/3757] lr: 1.000e-02, eta: 3 days, 17:12:09, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2232, top1_acc: 0.5359, top5_acc: 0.7469, loss_cls: 2.0819, loss: 3.3050, grad_norm: 6.8161 2021-07-06 07:50:12,754 - mmaction - INFO - Epoch [71][3180/3757] lr: 1.000e-02, eta: 3 days, 17:11:47, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.2958, top1_acc: 0.5188, top5_acc: 0.7383, loss_cls: 2.1712, loss: 3.4669, grad_norm: 7.1154 2021-07-06 07:50:34,048 - mmaction - INFO - Epoch [71][3200/3757] lr: 1.000e-02, eta: 3 days, 17:11:25, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.1939, top1_acc: 0.5023, top5_acc: 0.7555, loss_cls: 2.0453, loss: 3.2392, grad_norm: 6.8667 2021-07-06 07:50:55,321 - mmaction - INFO - Epoch [71][3220/3757] lr: 1.000e-02, eta: 3 days, 17:11:03, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.2744, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.2063, loss: 3.4807, grad_norm: 6.9023 2021-07-06 07:51:16,569 - mmaction - INFO - Epoch [71][3240/3757] lr: 1.000e-02, eta: 3 days, 17:10:41, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.2498, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1470, loss: 3.3969, grad_norm: 6.7433 2021-07-06 07:51:37,746 - mmaction - INFO - Epoch [71][3260/3757] lr: 1.000e-02, eta: 3 days, 17:10:19, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2083, top1_acc: 0.5211, top5_acc: 0.7547, loss_cls: 2.1003, loss: 3.3086, grad_norm: 6.9204 2021-07-06 07:51:59,879 - mmaction - INFO - Epoch [71][3280/3757] lr: 1.000e-02, eta: 3 days, 17:09:58, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.2862, top1_acc: 0.5117, top5_acc: 0.7242, loss_cls: 2.2101, loss: 3.4963, grad_norm: 6.8902 2021-07-06 07:52:21,482 - mmaction - INFO - Epoch [71][3300/3757] lr: 1.000e-02, eta: 3 days, 17:09:37, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2299, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.1076, loss: 3.3375, grad_norm: 6.9145 2021-07-06 07:52:42,987 - mmaction - INFO - Epoch [71][3320/3757] lr: 1.000e-02, eta: 3 days, 17:09:15, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2083, top1_acc: 0.5391, top5_acc: 0.7609, loss_cls: 2.0266, loss: 3.2349, grad_norm: 6.7559 2021-07-06 07:53:04,325 - mmaction - INFO - Epoch [71][3340/3757] lr: 1.000e-02, eta: 3 days, 17:08:53, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2830, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.2023, loss: 3.4854, grad_norm: 6.9373 2021-07-06 07:53:25,488 - mmaction - INFO - Epoch [71][3360/3757] lr: 1.000e-02, eta: 3 days, 17:08:31, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2316, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.1318, loss: 3.3634, grad_norm: 6.8331 2021-07-06 07:53:46,619 - mmaction - INFO - Epoch [71][3380/3757] lr: 1.000e-02, eta: 3 days, 17:08:09, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2918, top1_acc: 0.4984, top5_acc: 0.7234, loss_cls: 2.2425, loss: 3.5343, grad_norm: 6.9373 2021-07-06 07:54:07,710 - mmaction - INFO - Epoch [71][3400/3757] lr: 1.000e-02, eta: 3 days, 17:07:47, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2011, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0944, loss: 3.2955, grad_norm: 6.7511 2021-07-06 07:54:29,479 - mmaction - INFO - Epoch [71][3420/3757] lr: 1.000e-02, eta: 3 days, 17:07:25, time: 1.089, data_time: 0.044, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1268, loss: 3.3738, grad_norm: 6.8028 2021-07-06 07:54:50,769 - mmaction - INFO - Epoch [71][3440/3757] lr: 1.000e-02, eta: 3 days, 17:07:03, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5227, top5_acc: 0.7516, loss_cls: 2.0873, loss: 3.3445, grad_norm: 6.8458 2021-07-06 07:55:12,695 - mmaction - INFO - Epoch [71][3460/3757] lr: 1.000e-02, eta: 3 days, 17:06:42, time: 1.097, data_time: 0.005, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1602, loss: 3.4210, grad_norm: 6.9875 2021-07-06 07:55:33,833 - mmaction - INFO - Epoch [71][3480/3757] lr: 1.000e-02, eta: 3 days, 17:06:20, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2853, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1013, loss: 3.3866, grad_norm: 7.0849 2021-07-06 07:55:55,018 - mmaction - INFO - Epoch [71][3500/3757] lr: 1.000e-02, eta: 3 days, 17:05:58, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.3044, top1_acc: 0.4859, top5_acc: 0.7297, loss_cls: 2.2516, loss: 3.5560, grad_norm: 7.0060 2021-07-06 07:56:16,170 - mmaction - INFO - Epoch [71][3520/3757] lr: 1.000e-02, eta: 3 days, 17:05:36, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.3202, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.3027, loss: 3.6229, grad_norm: 7.0867 2021-07-06 07:56:37,395 - mmaction - INFO - Epoch [71][3540/3757] lr: 1.000e-02, eta: 3 days, 17:05:14, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2365, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.0794, loss: 3.3159, grad_norm: 6.8254 2021-07-06 07:56:58,576 - mmaction - INFO - Epoch [71][3560/3757] lr: 1.000e-02, eta: 3 days, 17:04:52, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.2484, top1_acc: 0.5086, top5_acc: 0.7570, loss_cls: 2.1073, loss: 3.3557, grad_norm: 6.7500 2021-07-06 07:57:20,180 - mmaction - INFO - Epoch [71][3580/3757] lr: 1.000e-02, eta: 3 days, 17:04:30, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.3252, top1_acc: 0.5000, top5_acc: 0.7188, loss_cls: 2.2604, loss: 3.5856, grad_norm: 6.7769 2021-07-06 07:57:41,818 - mmaction - INFO - Epoch [71][3600/3757] lr: 1.000e-02, eta: 3 days, 17:04:09, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2274, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.0907, loss: 3.3181, grad_norm: 6.9629 2021-07-06 07:58:03,222 - mmaction - INFO - Epoch [71][3620/3757] lr: 1.000e-02, eta: 3 days, 17:03:47, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2067, top1_acc: 0.5328, top5_acc: 0.7594, loss_cls: 2.0813, loss: 3.2880, grad_norm: 6.9701 2021-07-06 07:58:24,330 - mmaction - INFO - Epoch [71][3640/3757] lr: 1.000e-02, eta: 3 days, 17:03:25, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5148, top5_acc: 0.7414, loss_cls: 2.1671, loss: 3.4383, grad_norm: 6.7756 2021-07-06 07:58:45,418 - mmaction - INFO - Epoch [71][3660/3757] lr: 1.000e-02, eta: 3 days, 17:03:03, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.2183, top1_acc: 0.5352, top5_acc: 0.7508, loss_cls: 2.0873, loss: 3.3056, grad_norm: 6.6680 2021-07-06 07:59:06,458 - mmaction - INFO - Epoch [71][3680/3757] lr: 1.000e-02, eta: 3 days, 17:02:40, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2293, top1_acc: 0.5289, top5_acc: 0.7484, loss_cls: 2.1004, loss: 3.3297, grad_norm: 6.7014 2021-07-06 07:59:28,552 - mmaction - INFO - Epoch [71][3700/3757] lr: 1.000e-02, eta: 3 days, 17:02:19, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2131, top1_acc: 0.5219, top5_acc: 0.7516, loss_cls: 2.0478, loss: 3.2609, grad_norm: 6.8022 2021-07-06 07:59:50,025 - mmaction - INFO - Epoch [71][3720/3757] lr: 1.000e-02, eta: 3 days, 17:01:58, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2504, top1_acc: 0.5312, top5_acc: 0.7383, loss_cls: 2.0879, loss: 3.3383, grad_norm: 6.8997 2021-07-06 08:00:10,963 - mmaction - INFO - Epoch [71][3740/3757] lr: 1.000e-02, eta: 3 days, 17:01:35, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.2552, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.1560, loss: 3.4111, grad_norm: 6.9137 2021-07-06 08:00:29,291 - mmaction - INFO - Saving checkpoint at 71 epochs 2021-07-06 08:01:32,907 - mmaction - INFO - Epoch [72][20/3757] lr: 1.000e-02, eta: 3 days, 17:01:20, time: 3.104, data_time: 2.062, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1393, loss: 3.3963, grad_norm: 6.8296 2021-07-06 08:01:55,319 - mmaction - INFO - Epoch [72][40/3757] lr: 1.000e-02, eta: 3 days, 17:00:59, time: 1.121, data_time: 0.074, memory: 6921, loss_aux: 1.1992, top1_acc: 0.5484, top5_acc: 0.7633, loss_cls: 1.9789, loss: 3.1781, grad_norm: 6.7243 2021-07-06 08:02:16,874 - mmaction - INFO - Epoch [72][60/3757] lr: 1.000e-02, eta: 3 days, 17:00:38, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.2548, top1_acc: 0.5258, top5_acc: 0.7336, loss_cls: 2.1696, loss: 3.4244, grad_norm: 6.9558 2021-07-06 08:02:40,180 - mmaction - INFO - Epoch [72][80/3757] lr: 1.000e-02, eta: 3 days, 17:00:18, time: 1.165, data_time: 0.002, memory: 6921, loss_aux: 1.1944, top1_acc: 0.5469, top5_acc: 0.7688, loss_cls: 1.9656, loss: 3.1600, grad_norm: 6.7173 2021-07-06 08:03:01,237 - mmaction - INFO - Epoch [72][100/3757] lr: 1.000e-02, eta: 3 days, 16:59:56, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2321, top1_acc: 0.5117, top5_acc: 0.7453, loss_cls: 2.1138, loss: 3.3459, grad_norm: 6.8149 2021-07-06 08:03:22,576 - mmaction - INFO - Epoch [72][120/3757] lr: 1.000e-02, eta: 3 days, 16:59:34, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2414, top1_acc: 0.5289, top5_acc: 0.7438, loss_cls: 2.1249, loss: 3.3663, grad_norm: 6.8349 2021-07-06 08:03:43,735 - mmaction - INFO - Epoch [72][140/3757] lr: 1.000e-02, eta: 3 days, 16:59:12, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2327, top1_acc: 0.5219, top5_acc: 0.7547, loss_cls: 2.0879, loss: 3.3207, grad_norm: 6.8706 2021-07-06 08:04:04,910 - mmaction - INFO - Epoch [72][160/3757] lr: 1.000e-02, eta: 3 days, 16:58:50, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2367, top1_acc: 0.5234, top5_acc: 0.7516, loss_cls: 2.1008, loss: 3.3375, grad_norm: 6.8372 2021-07-06 08:04:26,948 - mmaction - INFO - Epoch [72][180/3757] lr: 1.000e-02, eta: 3 days, 16:58:28, time: 1.102, data_time: 0.029, memory: 6921, loss_aux: 1.2100, top1_acc: 0.5219, top5_acc: 0.7617, loss_cls: 2.0309, loss: 3.2410, grad_norm: 6.8692 2021-07-06 08:04:48,338 - mmaction - INFO - Epoch [72][200/3757] lr: 1.000e-02, eta: 3 days, 16:58:07, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.3296, top1_acc: 0.4844, top5_acc: 0.7352, loss_cls: 2.2408, loss: 3.5704, grad_norm: 7.0727 2021-07-06 08:05:10,577 - mmaction - INFO - Epoch [72][220/3757] lr: 1.000e-02, eta: 3 days, 16:57:46, time: 1.111, data_time: 0.001, memory: 6921, loss_aux: 1.2742, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.1850, loss: 3.4592, grad_norm: 7.1100 2021-07-06 08:05:31,998 - mmaction - INFO - Epoch [72][240/3757] lr: 1.000e-02, eta: 3 days, 16:57:24, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2072, top1_acc: 0.5430, top5_acc: 0.7625, loss_cls: 2.0052, loss: 3.2124, grad_norm: 6.7586 2021-07-06 08:05:52,986 - mmaction - INFO - Epoch [72][260/3757] lr: 1.000e-02, eta: 3 days, 16:57:02, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2642, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1492, loss: 3.4134, grad_norm: 6.9511 2021-07-06 08:06:14,689 - mmaction - INFO - Epoch [72][280/3757] lr: 1.000e-02, eta: 3 days, 16:56:40, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5031, top5_acc: 0.7281, loss_cls: 2.1957, loss: 3.4587, grad_norm: 7.1605 2021-07-06 08:06:37,601 - mmaction - INFO - Epoch [72][300/3757] lr: 1.000e-02, eta: 3 days, 16:56:20, time: 1.147, data_time: 0.003, memory: 6921, loss_aux: 1.2395, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.1031, loss: 3.3425, grad_norm: 6.7116 2021-07-06 08:06:58,771 - mmaction - INFO - Epoch [72][320/3757] lr: 1.000e-02, eta: 3 days, 16:55:58, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2397, top1_acc: 0.5328, top5_acc: 0.7414, loss_cls: 2.0999, loss: 3.3396, grad_norm: 6.8063 2021-07-06 08:07:19,879 - mmaction - INFO - Epoch [72][340/3757] lr: 1.000e-02, eta: 3 days, 16:55:36, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.2441, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1054, loss: 3.3495, grad_norm: 6.8179 2021-07-06 08:07:41,739 - mmaction - INFO - Epoch [72][360/3757] lr: 1.000e-02, eta: 3 days, 16:55:15, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.2677, top1_acc: 0.5125, top5_acc: 0.7344, loss_cls: 2.1429, loss: 3.4106, grad_norm: 6.8389 2021-07-06 08:08:03,432 - mmaction - INFO - Epoch [72][380/3757] lr: 1.000e-02, eta: 3 days, 16:54:53, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2991, top1_acc: 0.5000, top5_acc: 0.7102, loss_cls: 2.2541, loss: 3.5532, grad_norm: 6.9250 2021-07-06 08:08:25,454 - mmaction - INFO - Epoch [72][400/3757] lr: 1.000e-02, eta: 3 days, 16:54:32, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.2490, top1_acc: 0.5125, top5_acc: 0.7477, loss_cls: 2.1172, loss: 3.3662, grad_norm: 6.8167 2021-07-06 08:08:46,958 - mmaction - INFO - Epoch [72][420/3757] lr: 1.000e-02, eta: 3 days, 16:54:10, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2645, top1_acc: 0.4953, top5_acc: 0.7406, loss_cls: 2.1699, loss: 3.4344, grad_norm: 6.9257 2021-07-06 08:09:09,390 - mmaction - INFO - Epoch [72][440/3757] lr: 1.000e-02, eta: 3 days, 16:53:50, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 1.2754, top1_acc: 0.5055, top5_acc: 0.7578, loss_cls: 2.1671, loss: 3.4425, grad_norm: 7.1853 2021-07-06 08:09:30,308 - mmaction - INFO - Epoch [72][460/3757] lr: 1.000e-02, eta: 3 days, 16:53:27, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.2268, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0958, loss: 3.3227, grad_norm: 6.8141 2021-07-06 08:09:51,947 - mmaction - INFO - Epoch [72][480/3757] lr: 1.000e-02, eta: 3 days, 16:53:06, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2714, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1561, loss: 3.4275, grad_norm: 6.8049 2021-07-06 08:10:14,164 - mmaction - INFO - Epoch [72][500/3757] lr: 1.000e-02, eta: 3 days, 16:52:45, time: 1.110, data_time: 0.002, memory: 6921, loss_aux: 1.2281, top1_acc: 0.5336, top5_acc: 0.7453, loss_cls: 2.0857, loss: 3.3139, grad_norm: 6.9028 2021-07-06 08:10:35,162 - mmaction - INFO - Epoch [72][520/3757] lr: 1.000e-02, eta: 3 days, 16:52:23, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2944, top1_acc: 0.4945, top5_acc: 0.7312, loss_cls: 2.1916, loss: 3.4860, grad_norm: 6.8678 2021-07-06 08:10:56,860 - mmaction - INFO - Epoch [72][540/3757] lr: 1.000e-02, eta: 3 days, 16:52:01, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2142, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0633, loss: 3.2775, grad_norm: 6.8952 2021-07-06 08:11:19,192 - mmaction - INFO - Epoch [72][560/3757] lr: 1.000e-02, eta: 3 days, 16:51:40, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.1563, top1_acc: 0.5680, top5_acc: 0.7672, loss_cls: 1.9508, loss: 3.1071, grad_norm: 6.5041 2021-07-06 08:11:40,086 - mmaction - INFO - Epoch [72][580/3757] lr: 1.000e-02, eta: 3 days, 16:51:18, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2316, top1_acc: 0.5258, top5_acc: 0.7391, loss_cls: 2.0947, loss: 3.3263, grad_norm: 6.6402 2021-07-06 08:12:01,613 - mmaction - INFO - Epoch [72][600/3757] lr: 1.000e-02, eta: 3 days, 16:50:56, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2709, top1_acc: 0.5188, top5_acc: 0.7312, loss_cls: 2.1538, loss: 3.4247, grad_norm: 6.7352 2021-07-06 08:12:22,773 - mmaction - INFO - Epoch [72][620/3757] lr: 1.000e-02, eta: 3 days, 16:50:34, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2128, top1_acc: 0.5422, top5_acc: 0.7406, loss_cls: 2.0422, loss: 3.2550, grad_norm: 6.5739 2021-07-06 08:12:44,455 - mmaction - INFO - Epoch [72][640/3757] lr: 1.000e-02, eta: 3 days, 16:50:13, time: 1.086, data_time: 0.006, memory: 6921, loss_aux: 1.2219, top1_acc: 0.5102, top5_acc: 0.7492, loss_cls: 2.0890, loss: 3.3109, grad_norm: 7.0738 2021-07-06 08:13:06,439 - mmaction - INFO - Epoch [72][660/3757] lr: 1.000e-02, eta: 3 days, 16:49:51, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2638, top1_acc: 0.5047, top5_acc: 0.7422, loss_cls: 2.1451, loss: 3.4089, grad_norm: 6.9961 2021-07-06 08:13:28,156 - mmaction - INFO - Epoch [72][680/3757] lr: 1.000e-02, eta: 3 days, 16:49:30, time: 1.086, data_time: 0.023, memory: 6921, loss_aux: 1.3261, top1_acc: 0.4891, top5_acc: 0.7211, loss_cls: 2.2265, loss: 3.5526, grad_norm: 7.1106 2021-07-06 08:13:49,952 - mmaction - INFO - Epoch [72][700/3757] lr: 1.000e-02, eta: 3 days, 16:49:09, time: 1.090, data_time: 0.032, memory: 6921, loss_aux: 1.2490, top1_acc: 0.5086, top5_acc: 0.7523, loss_cls: 2.1204, loss: 3.3694, grad_norm: 6.7735 2021-07-06 08:14:11,020 - mmaction - INFO - Epoch [72][720/3757] lr: 1.000e-02, eta: 3 days, 16:48:46, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2495, top1_acc: 0.5164, top5_acc: 0.7367, loss_cls: 2.1382, loss: 3.3877, grad_norm: 6.8828 2021-07-06 08:14:32,925 - mmaction - INFO - Epoch [72][740/3757] lr: 1.000e-02, eta: 3 days, 16:48:25, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.2276, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.0742, loss: 3.3019, grad_norm: 6.8315 2021-07-06 08:14:54,784 - mmaction - INFO - Epoch [72][760/3757] lr: 1.000e-02, eta: 3 days, 16:48:04, time: 1.092, data_time: 0.001, memory: 6921, loss_aux: 1.2196, top1_acc: 0.5484, top5_acc: 0.7539, loss_cls: 2.0445, loss: 3.2641, grad_norm: 6.7091 2021-07-06 08:15:15,944 - mmaction - INFO - Epoch [72][780/3757] lr: 1.000e-02, eta: 3 days, 16:47:42, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2095, top1_acc: 0.5320, top5_acc: 0.7695, loss_cls: 2.0378, loss: 3.2473, grad_norm: 6.7692 2021-07-06 08:15:37,503 - mmaction - INFO - Epoch [72][800/3757] lr: 1.000e-02, eta: 3 days, 16:47:20, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.2365, top1_acc: 0.5117, top5_acc: 0.7391, loss_cls: 2.1154, loss: 3.3519, grad_norm: 6.9328 2021-07-06 08:15:58,989 - mmaction - INFO - Epoch [72][820/3757] lr: 1.000e-02, eta: 3 days, 16:46:58, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.2373, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0831, loss: 3.3204, grad_norm: 6.6828 2021-07-06 08:16:21,127 - mmaction - INFO - Epoch [72][840/3757] lr: 1.000e-02, eta: 3 days, 16:46:37, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.2580, top1_acc: 0.5039, top5_acc: 0.7469, loss_cls: 2.1457, loss: 3.4037, grad_norm: 6.9183 2021-07-06 08:16:43,316 - mmaction - INFO - Epoch [72][860/3757] lr: 1.000e-02, eta: 3 days, 16:46:17, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2515, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1250, loss: 3.3765, grad_norm: 6.7436 2021-07-06 08:17:04,820 - mmaction - INFO - Epoch [72][880/3757] lr: 1.000e-02, eta: 3 days, 16:45:55, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2265, top1_acc: 0.5227, top5_acc: 0.7812, loss_cls: 2.0700, loss: 3.2965, grad_norm: 6.8010 2021-07-06 08:17:25,765 - mmaction - INFO - Epoch [72][900/3757] lr: 1.000e-02, eta: 3 days, 16:45:32, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.2291, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.0707, loss: 3.2998, grad_norm: 6.8146 2021-07-06 08:17:47,468 - mmaction - INFO - Epoch [72][920/3757] lr: 1.000e-02, eta: 3 days, 16:45:11, time: 1.084, data_time: 0.025, memory: 6921, loss_aux: 1.2706, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1385, loss: 3.4091, grad_norm: 7.0550 2021-07-06 08:18:08,692 - mmaction - INFO - Epoch [72][940/3757] lr: 1.000e-02, eta: 3 days, 16:44:49, time: 1.063, data_time: 0.023, memory: 6921, loss_aux: 1.2735, top1_acc: 0.5070, top5_acc: 0.7211, loss_cls: 2.1611, loss: 3.4346, grad_norm: 7.0939 2021-07-06 08:18:30,425 - mmaction - INFO - Epoch [72][960/3757] lr: 1.000e-02, eta: 3 days, 16:44:28, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2015, top1_acc: 0.5352, top5_acc: 0.7602, loss_cls: 2.0065, loss: 3.2080, grad_norm: 6.7842 2021-07-06 08:18:52,323 - mmaction - INFO - Epoch [72][980/3757] lr: 1.000e-02, eta: 3 days, 16:44:06, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.2776, top1_acc: 0.5078, top5_acc: 0.7375, loss_cls: 2.1547, loss: 3.4323, grad_norm: 6.9817 2021-07-06 08:19:14,499 - mmaction - INFO - Epoch [72][1000/3757] lr: 1.000e-02, eta: 3 days, 16:43:45, time: 1.108, data_time: 0.001, memory: 6921, loss_aux: 1.2869, top1_acc: 0.5000, top5_acc: 0.7258, loss_cls: 2.1930, loss: 3.4799, grad_norm: 6.9223 2021-07-06 08:19:35,491 - mmaction - INFO - Epoch [72][1020/3757] lr: 1.000e-02, eta: 3 days, 16:43:23, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2252, top1_acc: 0.5266, top5_acc: 0.7516, loss_cls: 2.0565, loss: 3.2817, grad_norm: 6.8853 2021-07-06 08:19:57,228 - mmaction - INFO - Epoch [72][1040/3757] lr: 1.000e-02, eta: 3 days, 16:43:02, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.2133, top1_acc: 0.5328, top5_acc: 0.7758, loss_cls: 1.9873, loss: 3.2006, grad_norm: 6.8757 2021-07-06 08:20:18,369 - mmaction - INFO - Epoch [72][1060/3757] lr: 1.000e-02, eta: 3 days, 16:42:40, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2071, top1_acc: 0.5297, top5_acc: 0.7500, loss_cls: 2.0261, loss: 3.2333, grad_norm: 6.9263 2021-07-06 08:20:40,141 - mmaction - INFO - Epoch [72][1080/3757] lr: 1.000e-02, eta: 3 days, 16:42:18, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2501, top1_acc: 0.4938, top5_acc: 0.7195, loss_cls: 2.1736, loss: 3.4237, grad_norm: 6.7571 2021-07-06 08:21:01,301 - mmaction - INFO - Epoch [72][1100/3757] lr: 1.000e-02, eta: 3 days, 16:41:56, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2099, top1_acc: 0.5391, top5_acc: 0.7453, loss_cls: 2.0584, loss: 3.2682, grad_norm: 6.5980 2021-07-06 08:21:23,859 - mmaction - INFO - Epoch [72][1120/3757] lr: 1.000e-02, eta: 3 days, 16:41:35, time: 1.127, data_time: 0.001, memory: 6921, loss_aux: 1.2729, top1_acc: 0.5359, top5_acc: 0.7406, loss_cls: 2.1135, loss: 3.3864, grad_norm: 6.7721 2021-07-06 08:21:45,477 - mmaction - INFO - Epoch [72][1140/3757] lr: 1.000e-02, eta: 3 days, 16:41:14, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2675, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1278, loss: 3.3953, grad_norm: 6.8130 2021-07-06 08:22:06,638 - mmaction - INFO - Epoch [72][1160/3757] lr: 1.000e-02, eta: 3 days, 16:40:52, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2476, top1_acc: 0.5359, top5_acc: 0.7562, loss_cls: 2.0881, loss: 3.3357, grad_norm: 6.8035 2021-07-06 08:22:28,020 - mmaction - INFO - Epoch [72][1180/3757] lr: 1.000e-02, eta: 3 days, 16:40:30, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.2565, top1_acc: 0.4969, top5_acc: 0.7406, loss_cls: 2.1559, loss: 3.4124, grad_norm: 7.0451 2021-07-06 08:22:49,386 - mmaction - INFO - Epoch [72][1200/3757] lr: 1.000e-02, eta: 3 days, 16:40:08, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.1935, top1_acc: 0.5406, top5_acc: 0.7617, loss_cls: 1.9991, loss: 3.1926, grad_norm: 6.7375 2021-07-06 08:23:10,998 - mmaction - INFO - Epoch [72][1220/3757] lr: 1.000e-02, eta: 3 days, 16:39:47, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.2278, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0627, loss: 3.2905, grad_norm: 7.0091 2021-07-06 08:23:32,748 - mmaction - INFO - Epoch [72][1240/3757] lr: 1.000e-02, eta: 3 days, 16:39:25, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2245, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.0939, loss: 3.3184, grad_norm: 6.9440 2021-07-06 08:23:53,811 - mmaction - INFO - Epoch [72][1260/3757] lr: 1.000e-02, eta: 3 days, 16:39:03, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2433, top1_acc: 0.5141, top5_acc: 0.7414, loss_cls: 2.0985, loss: 3.3418, grad_norm: 6.8543 2021-07-06 08:24:15,015 - mmaction - INFO - Epoch [72][1280/3757] lr: 1.000e-02, eta: 3 days, 16:38:41, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2318, top1_acc: 0.5273, top5_acc: 0.7477, loss_cls: 2.1162, loss: 3.3480, grad_norm: 6.9909 2021-07-06 08:24:36,870 - mmaction - INFO - Epoch [72][1300/3757] lr: 1.000e-02, eta: 3 days, 16:38:20, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2471, top1_acc: 0.5312, top5_acc: 0.7461, loss_cls: 2.0967, loss: 3.3438, grad_norm: 6.7971 2021-07-06 08:24:59,473 - mmaction - INFO - Epoch [72][1320/3757] lr: 1.000e-02, eta: 3 days, 16:37:59, time: 1.129, data_time: 0.002, memory: 6921, loss_aux: 1.1977, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 2.0126, loss: 3.2102, grad_norm: 6.7587 2021-07-06 08:25:21,324 - mmaction - INFO - Epoch [72][1340/3757] lr: 1.000e-02, eta: 3 days, 16:37:38, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2060, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.0566, loss: 3.2625, grad_norm: 6.9240 2021-07-06 08:25:44,203 - mmaction - INFO - Epoch [72][1360/3757] lr: 1.000e-02, eta: 3 days, 16:37:18, time: 1.145, data_time: 0.003, memory: 6921, loss_aux: 1.2938, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.2709, loss: 3.5648, grad_norm: 6.9888 2021-07-06 08:26:05,675 - mmaction - INFO - Epoch [72][1380/3757] lr: 1.000e-02, eta: 3 days, 16:36:56, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2533, top1_acc: 0.5023, top5_acc: 0.7250, loss_cls: 2.1659, loss: 3.4192, grad_norm: 6.7562 2021-07-06 08:26:26,943 - mmaction - INFO - Epoch [72][1400/3757] lr: 1.000e-02, eta: 3 days, 16:36:34, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2073, top1_acc: 0.5281, top5_acc: 0.7516, loss_cls: 2.0240, loss: 3.2313, grad_norm: 6.4316 2021-07-06 08:26:47,949 - mmaction - INFO - Epoch [72][1420/3757] lr: 1.000e-02, eta: 3 days, 16:36:12, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2882, top1_acc: 0.5070, top5_acc: 0.7219, loss_cls: 2.1606, loss: 3.4488, grad_norm: 6.7936 2021-07-06 08:27:10,106 - mmaction - INFO - Epoch [72][1440/3757] lr: 1.000e-02, eta: 3 days, 16:35:51, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.2074, top1_acc: 0.5391, top5_acc: 0.7555, loss_cls: 2.0512, loss: 3.2586, grad_norm: 6.7556 2021-07-06 08:27:31,859 - mmaction - INFO - Epoch [72][1460/3757] lr: 1.000e-02, eta: 3 days, 16:35:29, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2529, top1_acc: 0.5172, top5_acc: 0.7438, loss_cls: 2.1264, loss: 3.3793, grad_norm: 6.6926 2021-07-06 08:27:52,872 - mmaction - INFO - Epoch [72][1480/3757] lr: 1.000e-02, eta: 3 days, 16:35:07, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2932, top1_acc: 0.4961, top5_acc: 0.7445, loss_cls: 2.1933, loss: 3.4866, grad_norm: 6.9898 2021-07-06 08:28:14,302 - mmaction - INFO - Epoch [72][1500/3757] lr: 1.000e-02, eta: 3 days, 16:34:45, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.2206, top1_acc: 0.5180, top5_acc: 0.7500, loss_cls: 2.0818, loss: 3.3024, grad_norm: 6.9115 2021-07-06 08:28:36,032 - mmaction - INFO - Epoch [72][1520/3757] lr: 1.000e-02, eta: 3 days, 16:34:24, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.2332, top1_acc: 0.5227, top5_acc: 0.7562, loss_cls: 2.0808, loss: 3.3140, grad_norm: 6.8758 2021-07-06 08:28:58,036 - mmaction - INFO - Epoch [72][1540/3757] lr: 1.000e-02, eta: 3 days, 16:34:03, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.2342, top1_acc: 0.5195, top5_acc: 0.7508, loss_cls: 2.0692, loss: 3.3034, grad_norm: 6.8815 2021-07-06 08:29:19,317 - mmaction - INFO - Epoch [72][1560/3757] lr: 1.000e-02, eta: 3 days, 16:33:41, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2693, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1684, loss: 3.4377, grad_norm: 7.2184 2021-07-06 08:29:40,495 - mmaction - INFO - Epoch [72][1580/3757] lr: 1.000e-02, eta: 3 days, 16:33:19, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2578, top1_acc: 0.5188, top5_acc: 0.7375, loss_cls: 2.1452, loss: 3.4030, grad_norm: 6.8974 2021-07-06 08:30:02,672 - mmaction - INFO - Epoch [72][1600/3757] lr: 1.000e-02, eta: 3 days, 16:32:58, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.2360, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.0842, loss: 3.3202, grad_norm: 6.9047 2021-07-06 08:30:23,711 - mmaction - INFO - Epoch [72][1620/3757] lr: 1.000e-02, eta: 3 days, 16:32:35, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2548, top1_acc: 0.5023, top5_acc: 0.7516, loss_cls: 2.0822, loss: 3.3369, grad_norm: 7.0595 2021-07-06 08:30:45,116 - mmaction - INFO - Epoch [72][1640/3757] lr: 1.000e-02, eta: 3 days, 16:32:14, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.2753, top1_acc: 0.5266, top5_acc: 0.7336, loss_cls: 2.0810, loss: 3.3563, grad_norm: 6.9174 2021-07-06 08:31:07,129 - mmaction - INFO - Epoch [72][1660/3757] lr: 1.000e-02, eta: 3 days, 16:31:53, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.2492, top1_acc: 0.5133, top5_acc: 0.7570, loss_cls: 2.0970, loss: 3.3463, grad_norm: 6.9054 2021-07-06 08:31:28,676 - mmaction - INFO - Epoch [72][1680/3757] lr: 1.000e-02, eta: 3 days, 16:31:31, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.2481, top1_acc: 0.5234, top5_acc: 0.7531, loss_cls: 2.0672, loss: 3.3153, grad_norm: 6.7501 2021-07-06 08:31:50,819 - mmaction - INFO - Epoch [72][1700/3757] lr: 1.000e-02, eta: 3 days, 16:31:10, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.1593, top1_acc: 0.5367, top5_acc: 0.7805, loss_cls: 1.9549, loss: 3.1142, grad_norm: 6.7913 2021-07-06 08:32:13,281 - mmaction - INFO - Epoch [72][1720/3757] lr: 1.000e-02, eta: 3 days, 16:30:49, time: 1.125, data_time: 0.004, memory: 6921, loss_aux: 1.2888, top1_acc: 0.4977, top5_acc: 0.7281, loss_cls: 2.2323, loss: 3.5211, grad_norm: 6.9143 2021-07-06 08:32:34,929 - mmaction - INFO - Epoch [72][1740/3757] lr: 1.000e-02, eta: 3 days, 16:30:28, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.2304, top1_acc: 0.5297, top5_acc: 0.7477, loss_cls: 2.0693, loss: 3.2997, grad_norm: 6.8613 2021-07-06 08:32:55,753 - mmaction - INFO - Epoch [72][1760/3757] lr: 1.000e-02, eta: 3 days, 16:30:05, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.2038, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0422, loss: 3.2459, grad_norm: 6.8642 2021-07-06 08:33:17,752 - mmaction - INFO - Epoch [72][1780/3757] lr: 1.000e-02, eta: 3 days, 16:29:44, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2659, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.1181, loss: 3.3840, grad_norm: 6.9736 2021-07-06 08:33:39,124 - mmaction - INFO - Epoch [72][1800/3757] lr: 1.000e-02, eta: 3 days, 16:29:22, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.2398, top1_acc: 0.5172, top5_acc: 0.7469, loss_cls: 2.0956, loss: 3.3355, grad_norm: 6.8413 2021-07-06 08:34:01,408 - mmaction - INFO - Epoch [72][1820/3757] lr: 1.000e-02, eta: 3 days, 16:29:01, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.2800, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.1547, loss: 3.4347, grad_norm: 7.1034 2021-07-06 08:34:22,513 - mmaction - INFO - Epoch [72][1840/3757] lr: 1.000e-02, eta: 3 days, 16:28:39, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.2551, top1_acc: 0.5125, top5_acc: 0.7422, loss_cls: 2.1368, loss: 3.3919, grad_norm: 6.9304 2021-07-06 08:34:44,532 - mmaction - INFO - Epoch [72][1860/3757] lr: 1.000e-02, eta: 3 days, 16:28:18, time: 1.103, data_time: 0.005, memory: 6921, loss_aux: 1.2488, top1_acc: 0.5258, top5_acc: 0.7477, loss_cls: 2.1156, loss: 3.3644, grad_norm: 6.9897 2021-07-06 08:35:06,003 - mmaction - INFO - Epoch [72][1880/3757] lr: 1.000e-02, eta: 3 days, 16:27:56, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2035, top1_acc: 0.5273, top5_acc: 0.7617, loss_cls: 2.0426, loss: 3.2461, grad_norm: 6.6449 2021-07-06 08:35:27,565 - mmaction - INFO - Epoch [72][1900/3757] lr: 1.000e-02, eta: 3 days, 16:27:35, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.2287, top1_acc: 0.5375, top5_acc: 0.7555, loss_cls: 2.0904, loss: 3.3191, grad_norm: 7.0644 2021-07-06 08:35:49,254 - mmaction - INFO - Epoch [72][1920/3757] lr: 1.000e-02, eta: 3 days, 16:27:13, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.1945, top1_acc: 0.5414, top5_acc: 0.7664, loss_cls: 1.9886, loss: 3.1831, grad_norm: 6.8359 2021-07-06 08:36:10,897 - mmaction - INFO - Epoch [72][1940/3757] lr: 1.000e-02, eta: 3 days, 16:26:52, time: 1.084, data_time: 0.007, memory: 6921, loss_aux: 1.2297, top1_acc: 0.5344, top5_acc: 0.7336, loss_cls: 2.0872, loss: 3.3169, grad_norm: 6.8835 2021-07-06 08:36:32,080 - mmaction - INFO - Epoch [72][1960/3757] lr: 1.000e-02, eta: 3 days, 16:26:30, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5031, top5_acc: 0.7461, loss_cls: 2.1638, loss: 3.4232, grad_norm: 6.9292 2021-07-06 08:36:54,212 - mmaction - INFO - Epoch [72][1980/3757] lr: 1.000e-02, eta: 3 days, 16:26:09, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2879, top1_acc: 0.5133, top5_acc: 0.7328, loss_cls: 2.1749, loss: 3.4628, grad_norm: 6.9053 2021-07-06 08:37:15,477 - mmaction - INFO - Epoch [72][2000/3757] lr: 1.000e-02, eta: 3 days, 16:25:47, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2530, top1_acc: 0.5195, top5_acc: 0.7281, loss_cls: 2.1251, loss: 3.3781, grad_norm: 6.6867 2021-07-06 08:37:36,864 - mmaction - INFO - Epoch [72][2020/3757] lr: 1.000e-02, eta: 3 days, 16:25:25, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2350, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.1009, loss: 3.3359, grad_norm: 6.8701 2021-07-06 08:37:58,429 - mmaction - INFO - Epoch [72][2040/3757] lr: 1.000e-02, eta: 3 days, 16:25:03, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2223, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.0758, loss: 3.2981, grad_norm: 6.7818 2021-07-06 08:38:20,475 - mmaction - INFO - Epoch [72][2060/3757] lr: 1.000e-02, eta: 3 days, 16:24:42, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.3093, top1_acc: 0.4969, top5_acc: 0.7305, loss_cls: 2.1838, loss: 3.4932, grad_norm: 7.0747 2021-07-06 08:38:43,080 - mmaction - INFO - Epoch [72][2080/3757] lr: 1.000e-02, eta: 3 days, 16:24:22, time: 1.129, data_time: 0.001, memory: 6921, loss_aux: 1.3007, top1_acc: 0.5078, top5_acc: 0.7266, loss_cls: 2.1988, loss: 3.4994, grad_norm: 6.7714 2021-07-06 08:39:04,070 - mmaction - INFO - Epoch [72][2100/3757] lr: 1.000e-02, eta: 3 days, 16:23:59, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3132, top1_acc: 0.4898, top5_acc: 0.7172, loss_cls: 2.2260, loss: 3.5392, grad_norm: 6.9718 2021-07-06 08:39:25,433 - mmaction - INFO - Epoch [72][2120/3757] lr: 1.000e-02, eta: 3 days, 16:23:37, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.3355, top1_acc: 0.4805, top5_acc: 0.7156, loss_cls: 2.2935, loss: 3.6290, grad_norm: 7.1071 2021-07-06 08:39:48,106 - mmaction - INFO - Epoch [72][2140/3757] lr: 1.000e-02, eta: 3 days, 16:23:17, time: 1.135, data_time: 0.103, memory: 6921, loss_aux: 1.2324, top1_acc: 0.5148, top5_acc: 0.7453, loss_cls: 2.1020, loss: 3.3343, grad_norm: 6.8109 2021-07-06 08:40:09,278 - mmaction - INFO - Epoch [72][2160/3757] lr: 1.000e-02, eta: 3 days, 16:22:55, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2517, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.1189, loss: 3.3706, grad_norm: 7.0286 2021-07-06 08:40:30,449 - mmaction - INFO - Epoch [72][2180/3757] lr: 1.000e-02, eta: 3 days, 16:22:33, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2077, top1_acc: 0.5227, top5_acc: 0.7672, loss_cls: 2.0445, loss: 3.2523, grad_norm: 6.8612 2021-07-06 08:40:52,244 - mmaction - INFO - Epoch [72][2200/3757] lr: 1.000e-02, eta: 3 days, 16:22:12, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2606, top1_acc: 0.4914, top5_acc: 0.7383, loss_cls: 2.1540, loss: 3.4146, grad_norm: 7.0276 2021-07-06 08:41:14,774 - mmaction - INFO - Epoch [72][2220/3757] lr: 1.000e-02, eta: 3 days, 16:21:51, time: 1.129, data_time: 0.005, memory: 6921, loss_aux: 1.2458, top1_acc: 0.5133, top5_acc: 0.7305, loss_cls: 2.1528, loss: 3.3986, grad_norm: 6.8232 2021-07-06 08:41:35,953 - mmaction - INFO - Epoch [72][2240/3757] lr: 1.000e-02, eta: 3 days, 16:21:29, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2361, top1_acc: 0.5383, top5_acc: 0.7492, loss_cls: 2.0816, loss: 3.3176, grad_norm: 6.6103 2021-07-06 08:41:57,653 - mmaction - INFO - Epoch [72][2260/3757] lr: 1.000e-02, eta: 3 days, 16:21:07, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.2003, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0534, loss: 3.2537, grad_norm: 6.6928 2021-07-06 08:42:19,069 - mmaction - INFO - Epoch [72][2280/3757] lr: 1.000e-02, eta: 3 days, 16:20:46, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2634, top1_acc: 0.5305, top5_acc: 0.7422, loss_cls: 2.1672, loss: 3.4306, grad_norm: 6.8067 2021-07-06 08:42:41,465 - mmaction - INFO - Epoch [72][2300/3757] lr: 1.000e-02, eta: 3 days, 16:20:25, time: 1.119, data_time: 0.061, memory: 6921, loss_aux: 1.2324, top1_acc: 0.4961, top5_acc: 0.7438, loss_cls: 2.1448, loss: 3.3772, grad_norm: 6.9368 2021-07-06 08:43:03,738 - mmaction - INFO - Epoch [72][2320/3757] lr: 1.000e-02, eta: 3 days, 16:20:04, time: 1.114, data_time: 0.077, memory: 6921, loss_aux: 1.1967, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0381, loss: 3.2348, grad_norm: 6.8710 2021-07-06 08:43:24,951 - mmaction - INFO - Epoch [72][2340/3757] lr: 1.000e-02, eta: 3 days, 16:19:42, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2668, top1_acc: 0.5102, top5_acc: 0.7398, loss_cls: 2.1704, loss: 3.4372, grad_norm: 7.0190 2021-07-06 08:43:46,445 - mmaction - INFO - Epoch [72][2360/3757] lr: 1.000e-02, eta: 3 days, 16:19:20, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2424, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.0921, loss: 3.3345, grad_norm: 6.9973 2021-07-06 08:44:08,340 - mmaction - INFO - Epoch [72][2380/3757] lr: 1.000e-02, eta: 3 days, 16:18:59, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.2344, top1_acc: 0.5242, top5_acc: 0.7703, loss_cls: 2.0754, loss: 3.3098, grad_norm: 6.8395 2021-07-06 08:44:29,831 - mmaction - INFO - Epoch [72][2400/3757] lr: 1.000e-02, eta: 3 days, 16:18:37, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2393, top1_acc: 0.5078, top5_acc: 0.7500, loss_cls: 2.0854, loss: 3.3247, grad_norm: 6.7054 2021-07-06 08:44:53,023 - mmaction - INFO - Epoch [72][2420/3757] lr: 1.000e-02, eta: 3 days, 16:18:17, time: 1.160, data_time: 0.127, memory: 6921, loss_aux: 1.2427, top1_acc: 0.5328, top5_acc: 0.7531, loss_cls: 2.0645, loss: 3.3071, grad_norm: 6.8335 2021-07-06 08:45:13,741 - mmaction - INFO - Epoch [72][2440/3757] lr: 1.000e-02, eta: 3 days, 16:17:55, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.2615, top1_acc: 0.5211, top5_acc: 0.7422, loss_cls: 2.1154, loss: 3.3769, grad_norm: 6.8583 2021-07-06 08:45:35,053 - mmaction - INFO - Epoch [72][2460/3757] lr: 1.000e-02, eta: 3 days, 16:17:33, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.1973, top1_acc: 0.5430, top5_acc: 0.7578, loss_cls: 2.0303, loss: 3.2275, grad_norm: 6.6659 2021-07-06 08:45:57,379 - mmaction - INFO - Epoch [72][2480/3757] lr: 1.000e-02, eta: 3 days, 16:17:12, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 1.2235, top1_acc: 0.5578, top5_acc: 0.7484, loss_cls: 2.0394, loss: 3.2629, grad_norm: 6.8254 2021-07-06 08:46:18,314 - mmaction - INFO - Epoch [72][2500/3757] lr: 1.000e-02, eta: 3 days, 16:16:50, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.3147, top1_acc: 0.4969, top5_acc: 0.7211, loss_cls: 2.2298, loss: 3.5445, grad_norm: 7.0342 2021-07-06 08:46:39,588 - mmaction - INFO - Epoch [72][2520/3757] lr: 1.000e-02, eta: 3 days, 16:16:28, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2672, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1521, loss: 3.4194, grad_norm: 6.9989 2021-07-06 08:47:01,705 - mmaction - INFO - Epoch [72][2540/3757] lr: 1.000e-02, eta: 3 days, 16:16:07, time: 1.106, data_time: 0.022, memory: 6921, loss_aux: 1.3209, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2311, loss: 3.5520, grad_norm: 7.0753 2021-07-06 08:47:23,328 - mmaction - INFO - Epoch [72][2560/3757] lr: 1.000e-02, eta: 3 days, 16:15:45, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 1.2712, top1_acc: 0.4953, top5_acc: 0.7398, loss_cls: 2.1866, loss: 3.4578, grad_norm: 7.0576 2021-07-06 08:47:44,842 - mmaction - INFO - Epoch [72][2580/3757] lr: 1.000e-02, eta: 3 days, 16:15:24, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2562, top1_acc: 0.4977, top5_acc: 0.7258, loss_cls: 2.1862, loss: 3.4425, grad_norm: 6.8796 2021-07-06 08:48:06,711 - mmaction - INFO - Epoch [72][2600/3757] lr: 1.000e-02, eta: 3 days, 16:15:02, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.2464, top1_acc: 0.5133, top5_acc: 0.7320, loss_cls: 2.1303, loss: 3.3767, grad_norm: 6.8640 2021-07-06 08:48:27,946 - mmaction - INFO - Epoch [72][2620/3757] lr: 1.000e-02, eta: 3 days, 16:14:40, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2371, top1_acc: 0.5227, top5_acc: 0.7398, loss_cls: 2.0936, loss: 3.3307, grad_norm: 6.7868 2021-07-06 08:48:50,371 - mmaction - INFO - Epoch [72][2640/3757] lr: 1.000e-02, eta: 3 days, 16:14:20, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4914, top5_acc: 0.7148, loss_cls: 2.2516, loss: 3.5485, grad_norm: 6.9421 2021-07-06 08:49:11,830 - mmaction - INFO - Epoch [72][2660/3757] lr: 1.000e-02, eta: 3 days, 16:13:58, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2603, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1859, loss: 3.4462, grad_norm: 6.8753 2021-07-06 08:49:33,082 - mmaction - INFO - Epoch [72][2680/3757] lr: 1.000e-02, eta: 3 days, 16:13:36, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.1946, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 2.0243, loss: 3.2189, grad_norm: 6.6451 2021-07-06 08:49:54,667 - mmaction - INFO - Epoch [72][2700/3757] lr: 1.000e-02, eta: 3 days, 16:13:14, time: 1.078, data_time: 0.024, memory: 6921, loss_aux: 1.2259, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.0937, loss: 3.3197, grad_norm: 6.8111 2021-07-06 08:50:16,556 - mmaction - INFO - Epoch [72][2720/3757] lr: 1.000e-02, eta: 3 days, 16:12:53, time: 1.094, data_time: 0.028, memory: 6921, loss_aux: 1.2163, top1_acc: 0.5367, top5_acc: 0.7484, loss_cls: 2.0711, loss: 3.2873, grad_norm: 6.6723 2021-07-06 08:50:38,142 - mmaction - INFO - Epoch [72][2740/3757] lr: 1.000e-02, eta: 3 days, 16:12:31, time: 1.079, data_time: 0.027, memory: 6921, loss_aux: 1.2469, top1_acc: 0.5273, top5_acc: 0.7562, loss_cls: 2.1014, loss: 3.3483, grad_norm: 6.8979 2021-07-06 08:50:59,391 - mmaction - INFO - Epoch [72][2760/3757] lr: 1.000e-02, eta: 3 days, 16:12:09, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2268, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.1071, loss: 3.3339, grad_norm: 6.8768 2021-07-06 08:51:21,571 - mmaction - INFO - Epoch [72][2780/3757] lr: 1.000e-02, eta: 3 days, 16:11:48, time: 1.109, data_time: 0.006, memory: 6921, loss_aux: 1.2846, top1_acc: 0.5008, top5_acc: 0.7445, loss_cls: 2.1910, loss: 3.4757, grad_norm: 6.9782 2021-07-06 08:51:43,276 - mmaction - INFO - Epoch [72][2800/3757] lr: 1.000e-02, eta: 3 days, 16:11:27, time: 1.085, data_time: 0.017, memory: 6921, loss_aux: 1.2518, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.1124, loss: 3.3643, grad_norm: 6.8819 2021-07-06 08:52:04,471 - mmaction - INFO - Epoch [72][2820/3757] lr: 1.000e-02, eta: 3 days, 16:11:05, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2834, top1_acc: 0.4938, top5_acc: 0.7289, loss_cls: 2.1697, loss: 3.4531, grad_norm: 6.7127 2021-07-06 08:52:26,928 - mmaction - INFO - Epoch [72][2840/3757] lr: 1.000e-02, eta: 3 days, 16:10:44, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 1.2560, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1566, loss: 3.4127, grad_norm: 6.8914 2021-07-06 08:52:48,700 - mmaction - INFO - Epoch [72][2860/3757] lr: 1.000e-02, eta: 3 days, 16:10:23, time: 1.092, data_time: 0.025, memory: 6921, loss_aux: 1.2418, top1_acc: 0.5281, top5_acc: 0.7398, loss_cls: 2.0945, loss: 3.3363, grad_norm: 6.7815 2021-07-06 08:53:10,592 - mmaction - INFO - Epoch [72][2880/3757] lr: 1.000e-02, eta: 3 days, 16:10:02, time: 1.094, data_time: 0.059, memory: 6921, loss_aux: 1.2549, top1_acc: 0.5094, top5_acc: 0.7336, loss_cls: 2.1609, loss: 3.4158, grad_norm: 6.9799 2021-07-06 08:53:31,904 - mmaction - INFO - Epoch [72][2900/3757] lr: 1.000e-02, eta: 3 days, 16:09:40, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2394, top1_acc: 0.5078, top5_acc: 0.7328, loss_cls: 2.1420, loss: 3.3814, grad_norm: 7.0242 2021-07-06 08:53:53,110 - mmaction - INFO - Epoch [72][2920/3757] lr: 1.000e-02, eta: 3 days, 16:09:18, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.2395, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.1105, loss: 3.3500, grad_norm: 6.9909 2021-07-06 08:54:14,554 - mmaction - INFO - Epoch [72][2940/3757] lr: 1.000e-02, eta: 3 days, 16:08:56, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.2958, top1_acc: 0.4789, top5_acc: 0.7266, loss_cls: 2.2463, loss: 3.5421, grad_norm: 6.9627 2021-07-06 08:54:35,731 - mmaction - INFO - Epoch [72][2960/3757] lr: 1.000e-02, eta: 3 days, 16:08:34, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2420, top1_acc: 0.5266, top5_acc: 0.7273, loss_cls: 2.1138, loss: 3.3559, grad_norm: 6.5905 2021-07-06 08:54:57,037 - mmaction - INFO - Epoch [72][2980/3757] lr: 1.000e-02, eta: 3 days, 16:08:12, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 1.2557, top1_acc: 0.5250, top5_acc: 0.7383, loss_cls: 2.1173, loss: 3.3730, grad_norm: 6.7383 2021-07-06 08:55:18,995 - mmaction - INFO - Epoch [72][3000/3757] lr: 1.000e-02, eta: 3 days, 16:07:51, time: 1.096, data_time: 0.037, memory: 6921, loss_aux: 1.3119, top1_acc: 0.4828, top5_acc: 0.7211, loss_cls: 2.2356, loss: 3.5475, grad_norm: 6.9882 2021-07-06 08:55:41,100 - mmaction - INFO - Epoch [72][3020/3757] lr: 1.000e-02, eta: 3 days, 16:07:30, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.2508, top1_acc: 0.4992, top5_acc: 0.7250, loss_cls: 2.1620, loss: 3.4128, grad_norm: 7.0284 2021-07-06 08:56:03,075 - mmaction - INFO - Epoch [72][3040/3757] lr: 1.000e-02, eta: 3 days, 16:07:09, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.2691, top1_acc: 0.5109, top5_acc: 0.7391, loss_cls: 2.1467, loss: 3.4158, grad_norm: 7.0079 2021-07-06 08:56:25,265 - mmaction - INFO - Epoch [72][3060/3757] lr: 1.000e-02, eta: 3 days, 16:06:48, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.2628, top1_acc: 0.5102, top5_acc: 0.7469, loss_cls: 2.1527, loss: 3.4155, grad_norm: 6.8179 2021-07-06 08:56:46,630 - mmaction - INFO - Epoch [72][3080/3757] lr: 1.000e-02, eta: 3 days, 16:06:26, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2854, top1_acc: 0.5117, top5_acc: 0.7414, loss_cls: 2.1557, loss: 3.4411, grad_norm: 6.8881 2021-07-06 08:57:08,093 - mmaction - INFO - Epoch [72][3100/3757] lr: 1.000e-02, eta: 3 days, 16:06:04, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.2791, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.1721, loss: 3.4512, grad_norm: 7.0214 2021-07-06 08:57:29,470 - mmaction - INFO - Epoch [72][3120/3757] lr: 1.000e-02, eta: 3 days, 16:05:42, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 1.2692, top1_acc: 0.5016, top5_acc: 0.7375, loss_cls: 2.1608, loss: 3.4300, grad_norm: 6.9817 2021-07-06 08:57:51,540 - mmaction - INFO - Epoch [72][3140/3757] lr: 1.000e-02, eta: 3 days, 16:05:21, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.3131, top1_acc: 0.4836, top5_acc: 0.7148, loss_cls: 2.2188, loss: 3.5319, grad_norm: 7.0660 2021-07-06 08:58:13,762 - mmaction - INFO - Epoch [72][3160/3757] lr: 1.000e-02, eta: 3 days, 16:05:00, time: 1.111, data_time: 0.005, memory: 6921, loss_aux: 1.2286, top1_acc: 0.5297, top5_acc: 0.7547, loss_cls: 2.0759, loss: 3.3045, grad_norm: 6.9187 2021-07-06 08:58:34,822 - mmaction - INFO - Epoch [72][3180/3757] lr: 1.000e-02, eta: 3 days, 16:04:38, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2325, top1_acc: 0.5406, top5_acc: 0.7578, loss_cls: 2.0299, loss: 3.2623, grad_norm: 6.7991 2021-07-06 08:58:55,801 - mmaction - INFO - Epoch [72][3200/3757] lr: 1.000e-02, eta: 3 days, 16:04:16, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2752, top1_acc: 0.5039, top5_acc: 0.7234, loss_cls: 2.2018, loss: 3.4770, grad_norm: 6.9923 2021-07-06 08:59:17,120 - mmaction - INFO - Epoch [72][3220/3757] lr: 1.000e-02, eta: 3 days, 16:03:54, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2140, top1_acc: 0.5344, top5_acc: 0.7555, loss_cls: 2.0573, loss: 3.2713, grad_norm: 6.7240 2021-07-06 08:59:39,925 - mmaction - INFO - Epoch [72][3240/3757] lr: 1.000e-02, eta: 3 days, 16:03:33, time: 1.139, data_time: 0.002, memory: 6921, loss_aux: 1.2693, top1_acc: 0.5016, top5_acc: 0.7414, loss_cls: 2.1701, loss: 3.4393, grad_norm: 7.0615 2021-07-06 09:00:01,174 - mmaction - INFO - Epoch [72][3260/3757] lr: 1.000e-02, eta: 3 days, 16:03:12, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2352, top1_acc: 0.5219, top5_acc: 0.7398, loss_cls: 2.1146, loss: 3.3498, grad_norm: 6.7275 2021-07-06 09:00:22,757 - mmaction - INFO - Epoch [72][3280/3757] lr: 1.000e-02, eta: 3 days, 16:02:50, time: 1.079, data_time: 0.015, memory: 6921, loss_aux: 1.2870, top1_acc: 0.4898, top5_acc: 0.7344, loss_cls: 2.1992, loss: 3.4862, grad_norm: 7.0643 2021-07-06 09:00:44,464 - mmaction - INFO - Epoch [72][3300/3757] lr: 1.000e-02, eta: 3 days, 16:02:28, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.3012, top1_acc: 0.5023, top5_acc: 0.7250, loss_cls: 2.2341, loss: 3.5352, grad_norm: 6.8819 2021-07-06 09:01:06,808 - mmaction - INFO - Epoch [72][3320/3757] lr: 1.000e-02, eta: 3 days, 16:02:08, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 1.2341, top1_acc: 0.5172, top5_acc: 0.7281, loss_cls: 2.1403, loss: 3.3744, grad_norm: 6.7231 2021-07-06 09:01:28,077 - mmaction - INFO - Epoch [72][3340/3757] lr: 1.000e-02, eta: 3 days, 16:01:46, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2547, top1_acc: 0.5273, top5_acc: 0.7461, loss_cls: 2.1537, loss: 3.4085, grad_norm: 6.9782 2021-07-06 09:01:49,973 - mmaction - INFO - Epoch [72][3360/3757] lr: 1.000e-02, eta: 3 days, 16:01:24, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.2621, top1_acc: 0.4930, top5_acc: 0.7508, loss_cls: 2.1373, loss: 3.3994, grad_norm: 6.9804 2021-07-06 09:02:11,095 - mmaction - INFO - Epoch [72][3380/3757] lr: 1.000e-02, eta: 3 days, 16:01:02, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2167, top1_acc: 0.5273, top5_acc: 0.7422, loss_cls: 2.0737, loss: 3.2904, grad_norm: 6.8818 2021-07-06 09:02:33,160 - mmaction - INFO - Epoch [72][3400/3757] lr: 1.000e-02, eta: 3 days, 16:00:41, time: 1.101, data_time: 0.012, memory: 6921, loss_aux: 1.1828, top1_acc: 0.5555, top5_acc: 0.7719, loss_cls: 1.9534, loss: 3.1362, grad_norm: 6.6996 2021-07-06 09:02:54,423 - mmaction - INFO - Epoch [72][3420/3757] lr: 1.000e-02, eta: 3 days, 16:00:19, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2487, top1_acc: 0.5211, top5_acc: 0.7523, loss_cls: 2.0981, loss: 3.3467, grad_norm: 6.9810 2021-07-06 09:03:16,398 - mmaction - INFO - Epoch [72][3440/3757] lr: 1.000e-02, eta: 3 days, 15:59:58, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.2742, top1_acc: 0.5000, top5_acc: 0.7227, loss_cls: 2.1812, loss: 3.4554, grad_norm: 7.0258 2021-07-06 09:03:37,702 - mmaction - INFO - Epoch [72][3460/3757] lr: 1.000e-02, eta: 3 days, 15:59:36, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.2081, top1_acc: 0.5344, top5_acc: 0.7516, loss_cls: 2.0811, loss: 3.2893, grad_norm: 6.9174 2021-07-06 09:03:59,562 - mmaction - INFO - Epoch [72][3480/3757] lr: 1.000e-02, eta: 3 days, 15:59:15, time: 1.095, data_time: 0.006, memory: 6921, loss_aux: 1.2657, top1_acc: 0.5203, top5_acc: 0.7406, loss_cls: 2.1291, loss: 3.3947, grad_norm: 6.8648 2021-07-06 09:04:21,563 - mmaction - INFO - Epoch [72][3500/3757] lr: 1.000e-02, eta: 3 days, 15:58:54, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.3217, top1_acc: 0.5008, top5_acc: 0.7289, loss_cls: 2.2554, loss: 3.5771, grad_norm: 7.2941 2021-07-06 09:04:43,651 - mmaction - INFO - Epoch [72][3520/3757] lr: 1.000e-02, eta: 3 days, 15:58:33, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.2815, top1_acc: 0.4852, top5_acc: 0.7312, loss_cls: 2.2250, loss: 3.5065, grad_norm: 6.9507 2021-07-06 09:05:04,819 - mmaction - INFO - Epoch [72][3540/3757] lr: 1.000e-02, eta: 3 days, 15:58:11, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.3111, top1_acc: 0.4773, top5_acc: 0.7211, loss_cls: 2.2828, loss: 3.5940, grad_norm: 7.0688 2021-07-06 09:05:26,215 - mmaction - INFO - Epoch [72][3560/3757] lr: 1.000e-02, eta: 3 days, 15:57:49, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2021, top1_acc: 0.5148, top5_acc: 0.7594, loss_cls: 2.0403, loss: 3.2424, grad_norm: 6.7128 2021-07-06 09:05:48,220 - mmaction - INFO - Epoch [72][3580/3757] lr: 1.000e-02, eta: 3 days, 15:57:28, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.3057, top1_acc: 0.5148, top5_acc: 0.7312, loss_cls: 2.2148, loss: 3.5205, grad_norm: 6.7139 2021-07-06 09:06:10,110 - mmaction - INFO - Epoch [72][3600/3757] lr: 1.000e-02, eta: 3 days, 15:57:06, time: 1.092, data_time: 0.039, memory: 6921, loss_aux: 1.2252, top1_acc: 0.5398, top5_acc: 0.7430, loss_cls: 2.0535, loss: 3.2787, grad_norm: 6.7669 2021-07-06 09:06:31,597 - mmaction - INFO - Epoch [72][3620/3757] lr: 1.000e-02, eta: 3 days, 15:56:45, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.2779, top1_acc: 0.4984, top5_acc: 0.7344, loss_cls: 2.1847, loss: 3.4626, grad_norm: 6.9565 2021-07-06 09:06:53,666 - mmaction - INFO - Epoch [72][3640/3757] lr: 1.000e-02, eta: 3 days, 15:56:23, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2184, top1_acc: 0.5336, top5_acc: 0.7539, loss_cls: 2.0347, loss: 3.2531, grad_norm: 6.8147 2021-07-06 09:07:15,809 - mmaction - INFO - Epoch [72][3660/3757] lr: 1.000e-02, eta: 3 days, 15:56:02, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.2880, top1_acc: 0.5125, top5_acc: 0.7219, loss_cls: 2.2208, loss: 3.5088, grad_norm: 7.1093 2021-07-06 09:07:37,049 - mmaction - INFO - Epoch [72][3680/3757] lr: 1.000e-02, eta: 3 days, 15:55:41, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2516, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.1068, loss: 3.3584, grad_norm: 6.7863 2021-07-06 09:07:59,308 - mmaction - INFO - Epoch [72][3700/3757] lr: 1.000e-02, eta: 3 days, 15:55:20, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.1930, top1_acc: 0.5195, top5_acc: 0.7539, loss_cls: 2.0558, loss: 3.2488, grad_norm: 6.9012 2021-07-06 09:08:21,154 - mmaction - INFO - Epoch [72][3720/3757] lr: 1.000e-02, eta: 3 days, 15:54:58, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.3334, top1_acc: 0.4844, top5_acc: 0.7094, loss_cls: 2.3272, loss: 3.6606, grad_norm: 7.0749 2021-07-06 09:08:43,923 - mmaction - INFO - Epoch [72][3740/3757] lr: 1.000e-02, eta: 3 days, 15:54:38, time: 1.142, data_time: 0.005, memory: 6921, loss_aux: 1.2350, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.0939, loss: 3.3289, grad_norm: 6.6901 2021-07-06 09:09:02,346 - mmaction - INFO - Saving checkpoint at 72 epochs 2021-07-06 09:10:05,472 - mmaction - INFO - Epoch [73][20/3757] lr: 1.000e-02, eta: 3 days, 15:54:21, time: 3.077, data_time: 2.033, memory: 6921, loss_aux: 1.2390, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0677, loss: 3.3068, grad_norm: 6.9193 2021-07-06 09:10:26,818 - mmaction - INFO - Epoch [73][40/3757] lr: 1.000e-02, eta: 3 days, 15:53:59, time: 1.066, data_time: 0.020, memory: 6921, loss_aux: 1.2525, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.1076, loss: 3.3601, grad_norm: 6.8356 2021-07-06 09:10:47,768 - mmaction - INFO - Epoch [73][60/3757] lr: 1.000e-02, eta: 3 days, 15:53:37, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2381, top1_acc: 0.5227, top5_acc: 0.7523, loss_cls: 2.0644, loss: 3.3025, grad_norm: 6.8785 2021-07-06 09:11:09,053 - mmaction - INFO - Epoch [73][80/3757] lr: 1.000e-02, eta: 3 days, 15:53:15, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2570, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.0699, loss: 3.3269, grad_norm: 7.0644 2021-07-06 09:11:30,508 - mmaction - INFO - Epoch [73][100/3757] lr: 1.000e-02, eta: 3 days, 15:52:53, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2372, top1_acc: 0.5258, top5_acc: 0.7562, loss_cls: 2.0716, loss: 3.3088, grad_norm: 6.9411 2021-07-06 09:11:51,475 - mmaction - INFO - Epoch [73][120/3757] lr: 1.000e-02, eta: 3 days, 15:52:31, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2206, top1_acc: 0.5367, top5_acc: 0.7539, loss_cls: 2.0296, loss: 3.2502, grad_norm: 6.7574 2021-07-06 09:12:13,117 - mmaction - INFO - Epoch [73][140/3757] lr: 1.000e-02, eta: 3 days, 15:52:10, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.2243, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.0550, loss: 3.2792, grad_norm: 6.9298 2021-07-06 09:12:34,236 - mmaction - INFO - Epoch [73][160/3757] lr: 1.000e-02, eta: 3 days, 15:51:48, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2089, top1_acc: 0.5320, top5_acc: 0.7719, loss_cls: 1.9977, loss: 3.2066, grad_norm: 6.8592 2021-07-06 09:12:55,741 - mmaction - INFO - Epoch [73][180/3757] lr: 1.000e-02, eta: 3 days, 15:51:26, time: 1.073, data_time: 0.023, memory: 6921, loss_aux: 1.2159, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.0854, loss: 3.3013, grad_norm: 6.9238 2021-07-06 09:13:16,847 - mmaction - INFO - Epoch [73][200/3757] lr: 1.000e-02, eta: 3 days, 15:51:04, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2727, top1_acc: 0.4992, top5_acc: 0.7297, loss_cls: 2.2020, loss: 3.4747, grad_norm: 6.9765 2021-07-06 09:13:38,756 - mmaction - INFO - Epoch [73][220/3757] lr: 1.000e-02, eta: 3 days, 15:50:42, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2760, top1_acc: 0.5125, top5_acc: 0.7320, loss_cls: 2.1623, loss: 3.4383, grad_norm: 6.8054 2021-07-06 09:13:59,932 - mmaction - INFO - Epoch [73][240/3757] lr: 1.000e-02, eta: 3 days, 15:50:20, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2197, top1_acc: 0.5266, top5_acc: 0.7422, loss_cls: 2.0652, loss: 3.2849, grad_norm: 6.5553 2021-07-06 09:14:21,349 - mmaction - INFO - Epoch [73][260/3757] lr: 1.000e-02, eta: 3 days, 15:49:59, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2657, top1_acc: 0.4984, top5_acc: 0.7367, loss_cls: 2.1452, loss: 3.4109, grad_norm: 7.0034 2021-07-06 09:14:42,825 - mmaction - INFO - Epoch [73][280/3757] lr: 1.000e-02, eta: 3 days, 15:49:37, time: 1.074, data_time: 0.037, memory: 6921, loss_aux: 1.2375, top1_acc: 0.5266, top5_acc: 0.7430, loss_cls: 2.1021, loss: 3.3396, grad_norm: 6.9401 2021-07-06 09:15:03,973 - mmaction - INFO - Epoch [73][300/3757] lr: 1.000e-02, eta: 3 days, 15:49:15, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2731, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1604, loss: 3.4335, grad_norm: 6.8635 2021-07-06 09:15:25,686 - mmaction - INFO - Epoch [73][320/3757] lr: 1.000e-02, eta: 3 days, 15:48:53, time: 1.085, data_time: 0.039, memory: 6921, loss_aux: 1.2114, top1_acc: 0.5469, top5_acc: 0.7555, loss_cls: 2.0370, loss: 3.2484, grad_norm: 6.8769 2021-07-06 09:15:47,235 - mmaction - INFO - Epoch [73][340/3757] lr: 1.000e-02, eta: 3 days, 15:48:32, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.2159, top1_acc: 0.5367, top5_acc: 0.7453, loss_cls: 2.0596, loss: 3.2755, grad_norm: 6.6895 2021-07-06 09:16:08,304 - mmaction - INFO - Epoch [73][360/3757] lr: 1.000e-02, eta: 3 days, 15:48:09, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2831, top1_acc: 0.5070, top5_acc: 0.7266, loss_cls: 2.1374, loss: 3.4205, grad_norm: 6.9758 2021-07-06 09:16:29,636 - mmaction - INFO - Epoch [73][380/3757] lr: 1.000e-02, eta: 3 days, 15:47:48, time: 1.066, data_time: 0.027, memory: 6921, loss_aux: 1.2220, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0658, loss: 3.2878, grad_norm: 6.9147 2021-07-06 09:16:50,987 - mmaction - INFO - Epoch [73][400/3757] lr: 1.000e-02, eta: 3 days, 15:47:26, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2579, top1_acc: 0.4906, top5_acc: 0.7328, loss_cls: 2.1344, loss: 3.3923, grad_norm: 6.8920 2021-07-06 09:17:12,448 - mmaction - INFO - Epoch [73][420/3757] lr: 1.000e-02, eta: 3 days, 15:47:04, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.1850, top1_acc: 0.5492, top5_acc: 0.7656, loss_cls: 1.9766, loss: 3.1617, grad_norm: 6.6878 2021-07-06 09:17:34,059 - mmaction - INFO - Epoch [73][440/3757] lr: 1.000e-02, eta: 3 days, 15:46:42, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.2053, top1_acc: 0.5289, top5_acc: 0.7461, loss_cls: 2.0834, loss: 3.2886, grad_norm: 6.8981 2021-07-06 09:17:55,189 - mmaction - INFO - Epoch [73][460/3757] lr: 1.000e-02, eta: 3 days, 15:46:20, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2608, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1597, loss: 3.4204, grad_norm: 7.1672 2021-07-06 09:18:16,377 - mmaction - INFO - Epoch [73][480/3757] lr: 1.000e-02, eta: 3 days, 15:45:58, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2698, top1_acc: 0.5039, top5_acc: 0.7352, loss_cls: 2.1487, loss: 3.4184, grad_norm: 6.8647 2021-07-06 09:18:37,543 - mmaction - INFO - Epoch [73][500/3757] lr: 1.000e-02, eta: 3 days, 15:45:36, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2313, top1_acc: 0.5258, top5_acc: 0.7320, loss_cls: 2.0922, loss: 3.3235, grad_norm: 6.7686 2021-07-06 09:18:58,935 - mmaction - INFO - Epoch [73][520/3757] lr: 1.000e-02, eta: 3 days, 15:45:14, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2409, top1_acc: 0.5227, top5_acc: 0.7297, loss_cls: 2.1393, loss: 3.3802, grad_norm: 6.8832 2021-07-06 09:19:20,078 - mmaction - INFO - Epoch [73][540/3757] lr: 1.000e-02, eta: 3 days, 15:44:52, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2135, top1_acc: 0.5289, top5_acc: 0.7547, loss_cls: 2.0445, loss: 3.2580, grad_norm: 6.7059 2021-07-06 09:19:41,042 - mmaction - INFO - Epoch [73][560/3757] lr: 1.000e-02, eta: 3 days, 15:44:30, time: 1.048, data_time: 0.008, memory: 6921, loss_aux: 1.2755, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1524, loss: 3.4279, grad_norm: 6.9603 2021-07-06 09:20:02,804 - mmaction - INFO - Epoch [73][580/3757] lr: 1.000e-02, eta: 3 days, 15:44:09, time: 1.089, data_time: 0.051, memory: 6921, loss_aux: 1.2824, top1_acc: 0.5078, top5_acc: 0.7391, loss_cls: 2.1474, loss: 3.4298, grad_norm: 7.2711 2021-07-06 09:20:24,179 - mmaction - INFO - Epoch [73][600/3757] lr: 1.000e-02, eta: 3 days, 15:43:47, time: 1.069, data_time: 0.022, memory: 6921, loss_aux: 1.2257, top1_acc: 0.5430, top5_acc: 0.7492, loss_cls: 2.0774, loss: 3.3030, grad_norm: 6.8832 2021-07-06 09:20:45,624 - mmaction - INFO - Epoch [73][620/3757] lr: 1.000e-02, eta: 3 days, 15:43:25, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2207, top1_acc: 0.5250, top5_acc: 0.7523, loss_cls: 2.0612, loss: 3.2819, grad_norm: 6.8119 2021-07-06 09:21:06,987 - mmaction - INFO - Epoch [73][640/3757] lr: 1.000e-02, eta: 3 days, 15:43:03, time: 1.067, data_time: 0.035, memory: 6921, loss_aux: 1.2269, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.0934, loss: 3.3203, grad_norm: 6.6997 2021-07-06 09:21:28,546 - mmaction - INFO - Epoch [73][660/3757] lr: 1.000e-02, eta: 3 days, 15:42:41, time: 1.080, data_time: 0.037, memory: 6921, loss_aux: 1.2543, top1_acc: 0.5305, top5_acc: 0.7586, loss_cls: 2.0722, loss: 3.3264, grad_norm: 6.8500 2021-07-06 09:21:49,618 - mmaction - INFO - Epoch [73][680/3757] lr: 1.000e-02, eta: 3 days, 15:42:19, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2088, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.0680, loss: 3.2767, grad_norm: 6.7814 2021-07-06 09:22:10,674 - mmaction - INFO - Epoch [73][700/3757] lr: 1.000e-02, eta: 3 days, 15:41:57, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2108, top1_acc: 0.5281, top5_acc: 0.7453, loss_cls: 2.0562, loss: 3.2670, grad_norm: 6.8702 2021-07-06 09:22:32,315 - mmaction - INFO - Epoch [73][720/3757] lr: 1.000e-02, eta: 3 days, 15:41:36, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.2561, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.1247, loss: 3.3808, grad_norm: 6.9363 2021-07-06 09:22:53,875 - mmaction - INFO - Epoch [73][740/3757] lr: 1.000e-02, eta: 3 days, 15:41:14, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.2245, top1_acc: 0.5227, top5_acc: 0.7414, loss_cls: 2.1001, loss: 3.3247, grad_norm: 6.7335 2021-07-06 09:23:15,675 - mmaction - INFO - Epoch [73][760/3757] lr: 1.000e-02, eta: 3 days, 15:40:53, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.2281, top1_acc: 0.5258, top5_acc: 0.7461, loss_cls: 2.0585, loss: 3.2865, grad_norm: 6.9215 2021-07-06 09:23:36,951 - mmaction - INFO - Epoch [73][780/3757] lr: 1.000e-02, eta: 3 days, 15:40:31, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2044, top1_acc: 0.5195, top5_acc: 0.7562, loss_cls: 2.0543, loss: 3.2587, grad_norm: 6.8537 2021-07-06 09:23:58,832 - mmaction - INFO - Epoch [73][800/3757] lr: 1.000e-02, eta: 3 days, 15:40:09, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.2520, top1_acc: 0.5250, top5_acc: 0.7414, loss_cls: 2.1209, loss: 3.3729, grad_norm: 6.5992 2021-07-06 09:24:20,529 - mmaction - INFO - Epoch [73][820/3757] lr: 1.000e-02, eta: 3 days, 15:39:48, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 1.2000, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 1.9858, loss: 3.1858, grad_norm: 6.7114 2021-07-06 09:24:41,686 - mmaction - INFO - Epoch [73][840/3757] lr: 1.000e-02, eta: 3 days, 15:39:26, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.3176, top1_acc: 0.4930, top5_acc: 0.7352, loss_cls: 2.2040, loss: 3.5216, grad_norm: 7.0360 2021-07-06 09:25:02,898 - mmaction - INFO - Epoch [73][860/3757] lr: 1.000e-02, eta: 3 days, 15:39:04, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2493, top1_acc: 0.5312, top5_acc: 0.7320, loss_cls: 2.0742, loss: 3.3235, grad_norm: 6.9121 2021-07-06 09:25:24,607 - mmaction - INFO - Epoch [73][880/3757] lr: 1.000e-02, eta: 3 days, 15:38:42, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2228, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0369, loss: 3.2597, grad_norm: 6.8013 2021-07-06 09:25:45,709 - mmaction - INFO - Epoch [73][900/3757] lr: 1.000e-02, eta: 3 days, 15:38:20, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2337, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.0789, loss: 3.3126, grad_norm: 7.0992 2021-07-06 09:26:07,321 - mmaction - INFO - Epoch [73][920/3757] lr: 1.000e-02, eta: 3 days, 15:37:58, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.2217, top1_acc: 0.5305, top5_acc: 0.7609, loss_cls: 2.0888, loss: 3.3106, grad_norm: 7.0993 2021-07-06 09:26:28,373 - mmaction - INFO - Epoch [73][940/3757] lr: 1.000e-02, eta: 3 days, 15:37:36, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2444, top1_acc: 0.5195, top5_acc: 0.7414, loss_cls: 2.1513, loss: 3.3957, grad_norm: 6.9406 2021-07-06 09:26:49,531 - mmaction - INFO - Epoch [73][960/3757] lr: 1.000e-02, eta: 3 days, 15:37:14, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2483, top1_acc: 0.5156, top5_acc: 0.7523, loss_cls: 2.1044, loss: 3.3528, grad_norm: 6.9176 2021-07-06 09:27:10,716 - mmaction - INFO - Epoch [73][980/3757] lr: 1.000e-02, eta: 3 days, 15:36:52, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2812, top1_acc: 0.5273, top5_acc: 0.7320, loss_cls: 2.1803, loss: 3.4615, grad_norm: 7.0711 2021-07-06 09:27:33,104 - mmaction - INFO - Epoch [73][1000/3757] lr: 1.000e-02, eta: 3 days, 15:36:31, time: 1.118, data_time: 0.074, memory: 6921, loss_aux: 1.2646, top1_acc: 0.5211, top5_acc: 0.7414, loss_cls: 2.1023, loss: 3.3669, grad_norm: 6.9026 2021-07-06 09:27:54,302 - mmaction - INFO - Epoch [73][1020/3757] lr: 1.000e-02, eta: 3 days, 15:36:09, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.1861, top1_acc: 0.5336, top5_acc: 0.7703, loss_cls: 2.0072, loss: 3.1933, grad_norm: 6.7749 2021-07-06 09:28:15,501 - mmaction - INFO - Epoch [73][1040/3757] lr: 1.000e-02, eta: 3 days, 15:35:47, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.1902, top1_acc: 0.5617, top5_acc: 0.7695, loss_cls: 1.9833, loss: 3.1735, grad_norm: 6.5276 2021-07-06 09:28:37,470 - mmaction - INFO - Epoch [73][1060/3757] lr: 1.000e-02, eta: 3 days, 15:35:26, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.2600, top1_acc: 0.5320, top5_acc: 0.7578, loss_cls: 2.0703, loss: 3.3303, grad_norm: 6.8859 2021-07-06 09:28:58,577 - mmaction - INFO - Epoch [73][1080/3757] lr: 1.000e-02, eta: 3 days, 15:35:04, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2240, top1_acc: 0.5258, top5_acc: 0.7508, loss_cls: 2.0459, loss: 3.2700, grad_norm: 6.8707 2021-07-06 09:29:19,449 - mmaction - INFO - Epoch [73][1100/3757] lr: 1.000e-02, eta: 3 days, 15:34:42, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 1.2808, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.2114, loss: 3.4922, grad_norm: 6.8557 2021-07-06 09:29:41,146 - mmaction - INFO - Epoch [73][1120/3757] lr: 1.000e-02, eta: 3 days, 15:34:20, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.1933, top1_acc: 0.5367, top5_acc: 0.7578, loss_cls: 2.0118, loss: 3.2051, grad_norm: 6.5240 2021-07-06 09:30:03,101 - mmaction - INFO - Epoch [73][1140/3757] lr: 1.000e-02, eta: 3 days, 15:33:59, time: 1.097, data_time: 0.005, memory: 6921, loss_aux: 1.2494, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1499, loss: 3.3993, grad_norm: 6.7324 2021-07-06 09:30:24,158 - mmaction - INFO - Epoch [73][1160/3757] lr: 1.000e-02, eta: 3 days, 15:33:37, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2671, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1307, loss: 3.3977, grad_norm: 7.0522 2021-07-06 09:30:45,338 - mmaction - INFO - Epoch [73][1180/3757] lr: 1.000e-02, eta: 3 days, 15:33:15, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2350, top1_acc: 0.5016, top5_acc: 0.7430, loss_cls: 2.0848, loss: 3.3198, grad_norm: 6.8786 2021-07-06 09:31:06,572 - mmaction - INFO - Epoch [73][1200/3757] lr: 1.000e-02, eta: 3 days, 15:32:53, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2928, top1_acc: 0.5008, top5_acc: 0.7219, loss_cls: 2.2130, loss: 3.5058, grad_norm: 7.1021 2021-07-06 09:31:27,843 - mmaction - INFO - Epoch [73][1220/3757] lr: 1.000e-02, eta: 3 days, 15:32:31, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2186, top1_acc: 0.5289, top5_acc: 0.7469, loss_cls: 2.0646, loss: 3.2832, grad_norm: 6.8302 2021-07-06 09:31:49,624 - mmaction - INFO - Epoch [73][1240/3757] lr: 1.000e-02, eta: 3 days, 15:32:09, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.2070, top1_acc: 0.5398, top5_acc: 0.7461, loss_cls: 2.0645, loss: 3.2715, grad_norm: 6.8608 2021-07-06 09:32:10,735 - mmaction - INFO - Epoch [73][1260/3757] lr: 1.000e-02, eta: 3 days, 15:31:47, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2286, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0957, loss: 3.3243, grad_norm: 6.9867 2021-07-06 09:32:31,913 - mmaction - INFO - Epoch [73][1280/3757] lr: 1.000e-02, eta: 3 days, 15:31:25, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2309, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0844, loss: 3.3153, grad_norm: 6.7875 2021-07-06 09:32:54,012 - mmaction - INFO - Epoch [73][1300/3757] lr: 1.000e-02, eta: 3 days, 15:31:04, time: 1.105, data_time: 0.006, memory: 6921, loss_aux: 1.2473, top1_acc: 0.5305, top5_acc: 0.7430, loss_cls: 2.1197, loss: 3.3671, grad_norm: 6.8712 2021-07-06 09:33:15,365 - mmaction - INFO - Epoch [73][1320/3757] lr: 1.000e-02, eta: 3 days, 15:30:42, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.2690, top1_acc: 0.5156, top5_acc: 0.7391, loss_cls: 2.1480, loss: 3.4171, grad_norm: 6.9649 2021-07-06 09:33:36,875 - mmaction - INFO - Epoch [73][1340/3757] lr: 1.000e-02, eta: 3 days, 15:30:21, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2043, top1_acc: 0.5398, top5_acc: 0.7680, loss_cls: 2.0016, loss: 3.2059, grad_norm: 6.8450 2021-07-06 09:33:57,962 - mmaction - INFO - Epoch [73][1360/3757] lr: 1.000e-02, eta: 3 days, 15:29:58, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2173, top1_acc: 0.5203, top5_acc: 0.7586, loss_cls: 2.0828, loss: 3.3002, grad_norm: 7.0205 2021-07-06 09:34:19,050 - mmaction - INFO - Epoch [73][1380/3757] lr: 1.000e-02, eta: 3 days, 15:29:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2363, top1_acc: 0.5359, top5_acc: 0.7516, loss_cls: 2.0723, loss: 3.3086, grad_norm: 6.8946 2021-07-06 09:34:40,996 - mmaction - INFO - Epoch [73][1400/3757] lr: 1.000e-02, eta: 3 days, 15:29:15, time: 1.096, data_time: 0.001, memory: 6921, loss_aux: 1.2379, top1_acc: 0.5266, top5_acc: 0.7523, loss_cls: 2.1032, loss: 3.3411, grad_norm: 6.9969 2021-07-06 09:35:02,845 - mmaction - INFO - Epoch [73][1420/3757] lr: 1.000e-02, eta: 3 days, 15:28:54, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2713, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1094, loss: 3.3808, grad_norm: 6.8590 2021-07-06 09:35:24,458 - mmaction - INFO - Epoch [73][1440/3757] lr: 1.000e-02, eta: 3 days, 15:28:32, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2842, top1_acc: 0.5203, top5_acc: 0.7352, loss_cls: 2.1484, loss: 3.4326, grad_norm: 7.0590 2021-07-06 09:35:45,810 - mmaction - INFO - Epoch [73][1460/3757] lr: 1.000e-02, eta: 3 days, 15:28:10, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2492, top1_acc: 0.5352, top5_acc: 0.7438, loss_cls: 2.0936, loss: 3.3428, grad_norm: 6.7894 2021-07-06 09:36:07,071 - mmaction - INFO - Epoch [73][1480/3757] lr: 1.000e-02, eta: 3 days, 15:27:48, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2364, top1_acc: 0.5156, top5_acc: 0.7352, loss_cls: 2.1422, loss: 3.3786, grad_norm: 7.0223 2021-07-06 09:36:29,168 - mmaction - INFO - Epoch [73][1500/3757] lr: 1.000e-02, eta: 3 days, 15:27:27, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.2084, top1_acc: 0.5391, top5_acc: 0.7516, loss_cls: 2.0173, loss: 3.2257, grad_norm: 6.8628 2021-07-06 09:36:50,998 - mmaction - INFO - Epoch [73][1520/3757] lr: 1.000e-02, eta: 3 days, 15:27:06, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5250, top5_acc: 0.7289, loss_cls: 2.1239, loss: 3.3709, grad_norm: 6.9314 2021-07-06 09:37:12,015 - mmaction - INFO - Epoch [73][1540/3757] lr: 1.000e-02, eta: 3 days, 15:26:44, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.2492, top1_acc: 0.5133, top5_acc: 0.7531, loss_cls: 2.1337, loss: 3.3829, grad_norm: 7.0835 2021-07-06 09:37:34,103 - mmaction - INFO - Epoch [73][1560/3757] lr: 1.000e-02, eta: 3 days, 15:26:23, time: 1.107, data_time: 0.005, memory: 6921, loss_aux: 1.2116, top1_acc: 0.5180, top5_acc: 0.7617, loss_cls: 2.0569, loss: 3.2685, grad_norm: 6.8840 2021-07-06 09:37:55,528 - mmaction - INFO - Epoch [73][1580/3757] lr: 1.000e-02, eta: 3 days, 15:26:01, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.2241, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.0941, loss: 3.3181, grad_norm: 7.0091 2021-07-06 09:38:17,006 - mmaction - INFO - Epoch [73][1600/3757] lr: 1.000e-02, eta: 3 days, 15:25:39, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.2664, top1_acc: 0.5117, top5_acc: 0.7242, loss_cls: 2.1693, loss: 3.4356, grad_norm: 6.7211 2021-07-06 09:38:37,911 - mmaction - INFO - Epoch [73][1620/3757] lr: 1.000e-02, eta: 3 days, 15:25:17, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2341, top1_acc: 0.5078, top5_acc: 0.7336, loss_cls: 2.1265, loss: 3.3605, grad_norm: 6.9353 2021-07-06 09:38:59,071 - mmaction - INFO - Epoch [73][1640/3757] lr: 1.000e-02, eta: 3 days, 15:24:55, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2882, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1825, loss: 3.4707, grad_norm: 6.7959 2021-07-06 09:39:20,733 - mmaction - INFO - Epoch [73][1660/3757] lr: 1.000e-02, eta: 3 days, 15:24:33, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.2625, top1_acc: 0.5211, top5_acc: 0.7367, loss_cls: 2.1347, loss: 3.3972, grad_norm: 7.0391 2021-07-06 09:39:42,787 - mmaction - INFO - Epoch [73][1680/3757] lr: 1.000e-02, eta: 3 days, 15:24:12, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.2583, top1_acc: 0.5133, top5_acc: 0.7500, loss_cls: 2.1464, loss: 3.4046, grad_norm: 6.9542 2021-07-06 09:40:03,857 - mmaction - INFO - Epoch [73][1700/3757] lr: 1.000e-02, eta: 3 days, 15:23:50, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2633, top1_acc: 0.5070, top5_acc: 0.7297, loss_cls: 2.1166, loss: 3.3799, grad_norm: 6.8090 2021-07-06 09:40:24,876 - mmaction - INFO - Epoch [73][1720/3757] lr: 1.000e-02, eta: 3 days, 15:23:28, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5078, top5_acc: 0.7477, loss_cls: 2.1163, loss: 3.3794, grad_norm: 6.8410 2021-07-06 09:40:45,794 - mmaction - INFO - Epoch [73][1740/3757] lr: 1.000e-02, eta: 3 days, 15:23:05, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.1997, top1_acc: 0.5563, top5_acc: 0.7711, loss_cls: 1.9677, loss: 3.1673, grad_norm: 6.7538 2021-07-06 09:41:06,975 - mmaction - INFO - Epoch [73][1760/3757] lr: 1.000e-02, eta: 3 days, 15:22:43, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2326, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0703, loss: 3.3029, grad_norm: 6.8864 2021-07-06 09:41:28,117 - mmaction - INFO - Epoch [73][1780/3757] lr: 1.000e-02, eta: 3 days, 15:22:21, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2309, top1_acc: 0.5133, top5_acc: 0.7406, loss_cls: 2.0847, loss: 3.3156, grad_norm: 7.0005 2021-07-06 09:41:49,778 - mmaction - INFO - Epoch [73][1800/3757] lr: 1.000e-02, eta: 3 days, 15:22:00, time: 1.081, data_time: 0.017, memory: 6921, loss_aux: 1.2673, top1_acc: 0.5047, top5_acc: 0.7438, loss_cls: 2.1085, loss: 3.3758, grad_norm: 7.2829 2021-07-06 09:42:11,171 - mmaction - INFO - Epoch [73][1820/3757] lr: 1.000e-02, eta: 3 days, 15:21:38, time: 1.069, data_time: 0.016, memory: 6921, loss_aux: 1.2630, top1_acc: 0.5172, top5_acc: 0.7344, loss_cls: 2.1415, loss: 3.4045, grad_norm: 7.1218 2021-07-06 09:42:32,320 - mmaction - INFO - Epoch [73][1840/3757] lr: 1.000e-02, eta: 3 days, 15:21:16, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.2566, top1_acc: 0.5227, top5_acc: 0.7414, loss_cls: 2.1370, loss: 3.3936, grad_norm: 6.9071 2021-07-06 09:42:54,352 - mmaction - INFO - Epoch [73][1860/3757] lr: 1.000e-02, eta: 3 days, 15:20:55, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2460, top1_acc: 0.5398, top5_acc: 0.7398, loss_cls: 2.0658, loss: 3.3118, grad_norm: 6.7469 2021-07-06 09:43:15,368 - mmaction - INFO - Epoch [73][1880/3757] lr: 1.000e-02, eta: 3 days, 15:20:32, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.2726, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.1876, loss: 3.4602, grad_norm: 7.0065 2021-07-06 09:43:36,850 - mmaction - INFO - Epoch [73][1900/3757] lr: 1.000e-02, eta: 3 days, 15:20:11, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.2845, top1_acc: 0.4922, top5_acc: 0.7344, loss_cls: 2.1896, loss: 3.4741, grad_norm: 7.0508 2021-07-06 09:43:58,885 - mmaction - INFO - Epoch [73][1920/3757] lr: 1.000e-02, eta: 3 days, 15:19:50, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 1.2395, top1_acc: 0.5297, top5_acc: 0.7430, loss_cls: 2.1104, loss: 3.3499, grad_norm: 6.8528 2021-07-06 09:44:20,831 - mmaction - INFO - Epoch [73][1940/3757] lr: 1.000e-02, eta: 3 days, 15:19:28, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.2223, top1_acc: 0.5234, top5_acc: 0.7680, loss_cls: 2.0933, loss: 3.3156, grad_norm: 6.9938 2021-07-06 09:44:41,911 - mmaction - INFO - Epoch [73][1960/3757] lr: 1.000e-02, eta: 3 days, 15:19:06, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2451, top1_acc: 0.5258, top5_acc: 0.7375, loss_cls: 2.0720, loss: 3.3172, grad_norm: 6.6952 2021-07-06 09:45:03,014 - mmaction - INFO - Epoch [73][1980/3757] lr: 1.000e-02, eta: 3 days, 15:18:44, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2818, top1_acc: 0.5117, top5_acc: 0.7516, loss_cls: 2.1580, loss: 3.4398, grad_norm: 7.0164 2021-07-06 09:45:24,520 - mmaction - INFO - Epoch [73][2000/3757] lr: 1.000e-02, eta: 3 days, 15:18:22, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.2176, top1_acc: 0.5156, top5_acc: 0.7562, loss_cls: 2.0717, loss: 3.2892, grad_norm: 6.8698 2021-07-06 09:45:45,871 - mmaction - INFO - Epoch [73][2020/3757] lr: 1.000e-02, eta: 3 days, 15:18:00, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.2296, top1_acc: 0.5320, top5_acc: 0.7547, loss_cls: 2.0457, loss: 3.2753, grad_norm: 6.8593 2021-07-06 09:46:08,376 - mmaction - INFO - Epoch [73][2040/3757] lr: 1.000e-02, eta: 3 days, 15:17:40, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 1.2442, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.1141, loss: 3.3582, grad_norm: 6.9235 2021-07-06 09:46:29,376 - mmaction - INFO - Epoch [73][2060/3757] lr: 1.000e-02, eta: 3 days, 15:17:18, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2547, top1_acc: 0.4984, top5_acc: 0.7461, loss_cls: 2.1798, loss: 3.4344, grad_norm: 6.9531 2021-07-06 09:46:50,367 - mmaction - INFO - Epoch [73][2080/3757] lr: 1.000e-02, eta: 3 days, 15:16:55, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2833, top1_acc: 0.5195, top5_acc: 0.7281, loss_cls: 2.1842, loss: 3.4674, grad_norm: 6.9161 2021-07-06 09:47:12,053 - mmaction - INFO - Epoch [73][2100/3757] lr: 1.000e-02, eta: 3 days, 15:16:34, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.2710, top1_acc: 0.5102, top5_acc: 0.7398, loss_cls: 2.1742, loss: 3.4452, grad_norm: 6.9426 2021-07-06 09:47:33,819 - mmaction - INFO - Epoch [73][2120/3757] lr: 1.000e-02, eta: 3 days, 15:16:12, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.2566, top1_acc: 0.5086, top5_acc: 0.7422, loss_cls: 2.1755, loss: 3.4321, grad_norm: 6.9709 2021-07-06 09:47:55,941 - mmaction - INFO - Epoch [73][2140/3757] lr: 1.000e-02, eta: 3 days, 15:15:51, time: 1.107, data_time: 0.040, memory: 6921, loss_aux: 1.2598, top1_acc: 0.5156, top5_acc: 0.7508, loss_cls: 2.0666, loss: 3.3264, grad_norm: 6.9390 2021-07-06 09:48:17,795 - mmaction - INFO - Epoch [73][2160/3757] lr: 1.000e-02, eta: 3 days, 15:15:30, time: 1.092, data_time: 0.057, memory: 6921, loss_aux: 1.2150, top1_acc: 0.5180, top5_acc: 0.7672, loss_cls: 2.0703, loss: 3.2854, grad_norm: 6.9754 2021-07-06 09:48:38,896 - mmaction - INFO - Epoch [73][2180/3757] lr: 1.000e-02, eta: 3 days, 15:15:08, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2849, top1_acc: 0.5195, top5_acc: 0.7398, loss_cls: 2.1412, loss: 3.4260, grad_norm: 7.0740 2021-07-06 09:49:00,088 - mmaction - INFO - Epoch [73][2200/3757] lr: 1.000e-02, eta: 3 days, 15:14:46, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2648, top1_acc: 0.5148, top5_acc: 0.7422, loss_cls: 2.1619, loss: 3.4267, grad_norm: 6.9818 2021-07-06 09:49:21,385 - mmaction - INFO - Epoch [73][2220/3757] lr: 1.000e-02, eta: 3 days, 15:14:24, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.1900, top1_acc: 0.5312, top5_acc: 0.7578, loss_cls: 2.0085, loss: 3.1985, grad_norm: 6.9561 2021-07-06 09:49:42,948 - mmaction - INFO - Epoch [73][2240/3757] lr: 1.000e-02, eta: 3 days, 15:14:02, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2348, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1066, loss: 3.3414, grad_norm: 6.9670 2021-07-06 09:50:04,609 - mmaction - INFO - Epoch [73][2260/3757] lr: 1.000e-02, eta: 3 days, 15:13:41, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2779, top1_acc: 0.5125, top5_acc: 0.7336, loss_cls: 2.1402, loss: 3.4181, grad_norm: 7.0268 2021-07-06 09:50:26,887 - mmaction - INFO - Epoch [73][2280/3757] lr: 1.000e-02, eta: 3 days, 15:13:20, time: 1.111, data_time: 0.001, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5156, top5_acc: 0.7289, loss_cls: 2.1082, loss: 3.3620, grad_norm: 7.0421 2021-07-06 09:50:47,963 - mmaction - INFO - Epoch [73][2300/3757] lr: 1.000e-02, eta: 3 days, 15:12:58, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.2282, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0864, loss: 3.3146, grad_norm: 6.8189 2021-07-06 09:51:09,424 - mmaction - INFO - Epoch [73][2320/3757] lr: 1.000e-02, eta: 3 days, 15:12:36, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.2358, top1_acc: 0.5211, top5_acc: 0.7352, loss_cls: 2.1277, loss: 3.3635, grad_norm: 6.9541 2021-07-06 09:51:30,457 - mmaction - INFO - Epoch [73][2340/3757] lr: 1.000e-02, eta: 3 days, 15:12:14, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2358, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.1181, loss: 3.3539, grad_norm: 6.9222 2021-07-06 09:51:52,968 - mmaction - INFO - Epoch [73][2360/3757] lr: 1.000e-02, eta: 3 days, 15:11:53, time: 1.127, data_time: 0.002, memory: 6921, loss_aux: 1.2640, top1_acc: 0.5211, top5_acc: 0.7438, loss_cls: 2.1538, loss: 3.4177, grad_norm: 6.8242 2021-07-06 09:52:14,165 - mmaction - INFO - Epoch [73][2380/3757] lr: 1.000e-02, eta: 3 days, 15:11:31, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2460, top1_acc: 0.5180, top5_acc: 0.7523, loss_cls: 2.1217, loss: 3.3677, grad_norm: 6.8567 2021-07-06 09:52:35,136 - mmaction - INFO - Epoch [73][2400/3757] lr: 1.000e-02, eta: 3 days, 15:11:09, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5227, top5_acc: 0.7344, loss_cls: 2.1138, loss: 3.3608, grad_norm: 6.8424 2021-07-06 09:52:56,767 - mmaction - INFO - Epoch [73][2420/3757] lr: 1.000e-02, eta: 3 days, 15:10:47, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.2288, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.1043, loss: 3.3331, grad_norm: 6.7956 2021-07-06 09:53:18,925 - mmaction - INFO - Epoch [73][2440/3757] lr: 1.000e-02, eta: 3 days, 15:10:26, time: 1.108, data_time: 0.005, memory: 6921, loss_aux: 1.2227, top1_acc: 0.5258, top5_acc: 0.7484, loss_cls: 2.0371, loss: 3.2598, grad_norm: 6.7748 2021-07-06 09:53:40,630 - mmaction - INFO - Epoch [73][2460/3757] lr: 1.000e-02, eta: 3 days, 15:10:05, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2786, top1_acc: 0.5070, top5_acc: 0.7281, loss_cls: 2.1590, loss: 3.4376, grad_norm: 7.0155 2021-07-06 09:54:02,298 - mmaction - INFO - Epoch [73][2480/3757] lr: 1.000e-02, eta: 3 days, 15:09:43, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.2613, top1_acc: 0.5359, top5_acc: 0.7391, loss_cls: 2.1085, loss: 3.3698, grad_norm: 6.7650 2021-07-06 09:54:23,275 - mmaction - INFO - Epoch [73][2500/3757] lr: 1.000e-02, eta: 3 days, 15:09:21, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2626, top1_acc: 0.5148, top5_acc: 0.7406, loss_cls: 2.1390, loss: 3.4016, grad_norm: 7.0043 2021-07-06 09:54:45,247 - mmaction - INFO - Epoch [73][2520/3757] lr: 1.000e-02, eta: 3 days, 15:09:00, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.2530, top1_acc: 0.5289, top5_acc: 0.7391, loss_cls: 2.1261, loss: 3.3791, grad_norm: 6.9626 2021-07-06 09:55:06,314 - mmaction - INFO - Epoch [73][2540/3757] lr: 1.000e-02, eta: 3 days, 15:08:38, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2879, top1_acc: 0.5094, top5_acc: 0.7242, loss_cls: 2.2208, loss: 3.5087, grad_norm: 6.7876 2021-07-06 09:55:27,385 - mmaction - INFO - Epoch [73][2560/3757] lr: 1.000e-02, eta: 3 days, 15:08:16, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.3398, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.3013, loss: 3.6411, grad_norm: 6.8976 2021-07-06 09:55:48,830 - mmaction - INFO - Epoch [73][2580/3757] lr: 1.000e-02, eta: 3 days, 15:07:54, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2446, top1_acc: 0.5211, top5_acc: 0.7438, loss_cls: 2.1680, loss: 3.4126, grad_norm: 6.8409 2021-07-06 09:56:11,408 - mmaction - INFO - Epoch [73][2600/3757] lr: 1.000e-02, eta: 3 days, 15:07:33, time: 1.130, data_time: 0.005, memory: 6921, loss_aux: 1.1967, top1_acc: 0.5148, top5_acc: 0.7672, loss_cls: 2.0612, loss: 3.2579, grad_norm: 6.8721 2021-07-06 09:56:32,762 - mmaction - INFO - Epoch [73][2620/3757] lr: 1.000e-02, eta: 3 days, 15:07:11, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2571, top1_acc: 0.5008, top5_acc: 0.7422, loss_cls: 2.1688, loss: 3.4259, grad_norm: 6.8029 2021-07-06 09:56:54,961 - mmaction - INFO - Epoch [73][2640/3757] lr: 1.000e-02, eta: 3 days, 15:06:50, time: 1.109, data_time: 0.001, memory: 6921, loss_aux: 1.2198, top1_acc: 0.5156, top5_acc: 0.7586, loss_cls: 2.0522, loss: 3.2720, grad_norm: 6.8659 2021-07-06 09:57:15,714 - mmaction - INFO - Epoch [73][2660/3757] lr: 1.000e-02, eta: 3 days, 15:06:28, time: 1.036, data_time: 0.003, memory: 6921, loss_aux: 1.2880, top1_acc: 0.5062, top5_acc: 0.7242, loss_cls: 2.2156, loss: 3.5037, grad_norm: 6.9793 2021-07-06 09:57:36,850 - mmaction - INFO - Epoch [73][2680/3757] lr: 1.000e-02, eta: 3 days, 15:06:06, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2504, top1_acc: 0.4953, top5_acc: 0.7500, loss_cls: 2.1152, loss: 3.3655, grad_norm: 7.0207 2021-07-06 09:57:58,092 - mmaction - INFO - Epoch [73][2700/3757] lr: 1.000e-02, eta: 3 days, 15:05:44, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2290, top1_acc: 0.5180, top5_acc: 0.7531, loss_cls: 2.0738, loss: 3.3028, grad_norm: 6.7714 2021-07-06 09:58:19,605 - mmaction - INFO - Epoch [73][2720/3757] lr: 1.000e-02, eta: 3 days, 15:05:22, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2281, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0901, loss: 3.3182, grad_norm: 6.8824 2021-07-06 09:58:40,862 - mmaction - INFO - Epoch [73][2740/3757] lr: 1.000e-02, eta: 3 days, 15:05:00, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.2225, top1_acc: 0.5219, top5_acc: 0.7477, loss_cls: 2.0986, loss: 3.3211, grad_norm: 6.8221 2021-07-06 09:59:01,799 - mmaction - INFO - Epoch [73][2760/3757] lr: 1.000e-02, eta: 3 days, 15:04:38, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 1.2596, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.1033, loss: 3.3629, grad_norm: 6.7985 2021-07-06 09:59:24,765 - mmaction - INFO - Epoch [73][2780/3757] lr: 1.000e-02, eta: 3 days, 15:04:18, time: 1.149, data_time: 0.002, memory: 6921, loss_aux: 1.2435, top1_acc: 0.5109, top5_acc: 0.7320, loss_cls: 2.1036, loss: 3.3471, grad_norm: 6.6968 2021-07-06 09:59:45,732 - mmaction - INFO - Epoch [73][2800/3757] lr: 1.000e-02, eta: 3 days, 15:03:55, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2372, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.1399, loss: 3.3771, grad_norm: 6.8561 2021-07-06 10:00:07,323 - mmaction - INFO - Epoch [73][2820/3757] lr: 1.000e-02, eta: 3 days, 15:03:34, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.2538, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1013, loss: 3.3552, grad_norm: 6.8303 2021-07-06 10:00:28,530 - mmaction - INFO - Epoch [73][2840/3757] lr: 1.000e-02, eta: 3 days, 15:03:12, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2568, top1_acc: 0.5188, top5_acc: 0.7562, loss_cls: 2.1059, loss: 3.3627, grad_norm: 6.7551 2021-07-06 10:00:50,886 - mmaction - INFO - Epoch [73][2860/3757] lr: 1.000e-02, eta: 3 days, 15:02:51, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2457, top1_acc: 0.5242, top5_acc: 0.7531, loss_cls: 2.0806, loss: 3.3263, grad_norm: 6.9014 2021-07-06 10:01:12,071 - mmaction - INFO - Epoch [73][2880/3757] lr: 1.000e-02, eta: 3 days, 15:02:29, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5102, top5_acc: 0.7258, loss_cls: 2.1303, loss: 3.3895, grad_norm: 6.8533 2021-07-06 10:01:33,319 - mmaction - INFO - Epoch [73][2900/3757] lr: 1.000e-02, eta: 3 days, 15:02:07, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.2011, top1_acc: 0.5477, top5_acc: 0.7734, loss_cls: 1.9948, loss: 3.1959, grad_norm: 6.7564 2021-07-06 10:01:54,621 - mmaction - INFO - Epoch [73][2920/3757] lr: 1.000e-02, eta: 3 days, 15:01:45, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2810, top1_acc: 0.5086, top5_acc: 0.7258, loss_cls: 2.1594, loss: 3.4403, grad_norm: 7.0507 2021-07-06 10:02:15,834 - mmaction - INFO - Epoch [73][2940/3757] lr: 1.000e-02, eta: 3 days, 15:01:23, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2649, top1_acc: 0.5258, top5_acc: 0.7352, loss_cls: 2.1312, loss: 3.3961, grad_norm: 6.8370 2021-07-06 10:02:37,125 - mmaction - INFO - Epoch [73][2960/3757] lr: 1.000e-02, eta: 3 days, 15:01:01, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2434, top1_acc: 0.5125, top5_acc: 0.7359, loss_cls: 2.1278, loss: 3.3712, grad_norm: 6.9864 2021-07-06 10:02:59,323 - mmaction - INFO - Epoch [73][2980/3757] lr: 1.000e-02, eta: 3 days, 15:00:40, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.2796, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1876, loss: 3.4672, grad_norm: 7.1597 2021-07-06 10:03:20,346 - mmaction - INFO - Epoch [73][3000/3757] lr: 1.000e-02, eta: 3 days, 15:00:18, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2787, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1403, loss: 3.4190, grad_norm: 6.7924 2021-07-06 10:03:41,422 - mmaction - INFO - Epoch [73][3020/3757] lr: 1.000e-02, eta: 3 days, 14:59:56, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2482, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1174, loss: 3.3656, grad_norm: 7.0507 2021-07-06 10:04:03,407 - mmaction - INFO - Epoch [73][3040/3757] lr: 1.000e-02, eta: 3 days, 14:59:35, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2338, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.0926, loss: 3.3264, grad_norm: 6.9407 2021-07-06 10:04:24,623 - mmaction - INFO - Epoch [73][3060/3757] lr: 1.000e-02, eta: 3 days, 14:59:13, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2476, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1313, loss: 3.3790, grad_norm: 6.7943 2021-07-06 10:04:45,596 - mmaction - INFO - Epoch [73][3080/3757] lr: 1.000e-02, eta: 3 days, 14:58:50, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.2702, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2137, loss: 3.4839, grad_norm: 6.9828 2021-07-06 10:05:06,901 - mmaction - INFO - Epoch [73][3100/3757] lr: 1.000e-02, eta: 3 days, 14:58:29, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2214, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.0999, loss: 3.3214, grad_norm: 6.9243 2021-07-06 10:05:29,256 - mmaction - INFO - Epoch [73][3120/3757] lr: 1.000e-02, eta: 3 days, 14:58:08, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.2600, top1_acc: 0.5039, top5_acc: 0.7516, loss_cls: 2.1032, loss: 3.3632, grad_norm: 7.1139 2021-07-06 10:05:50,442 - mmaction - INFO - Epoch [73][3140/3757] lr: 1.000e-02, eta: 3 days, 14:57:46, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2993, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.2352, loss: 3.5344, grad_norm: 7.1519 2021-07-06 10:06:11,596 - mmaction - INFO - Epoch [73][3160/3757] lr: 1.000e-02, eta: 3 days, 14:57:24, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.1789, top1_acc: 0.5328, top5_acc: 0.7672, loss_cls: 2.0233, loss: 3.2021, grad_norm: 6.9297 2021-07-06 10:06:33,477 - mmaction - INFO - Epoch [73][3180/3757] lr: 1.000e-02, eta: 3 days, 14:57:02, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.3013, top1_acc: 0.4930, top5_acc: 0.7359, loss_cls: 2.2198, loss: 3.5211, grad_norm: 7.3125 2021-07-06 10:06:54,640 - mmaction - INFO - Epoch [73][3200/3757] lr: 1.000e-02, eta: 3 days, 14:56:40, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2459, top1_acc: 0.5219, top5_acc: 0.7414, loss_cls: 2.1202, loss: 3.3661, grad_norm: 6.8593 2021-07-06 10:07:15,711 - mmaction - INFO - Epoch [73][3220/3757] lr: 1.000e-02, eta: 3 days, 14:56:18, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2597, top1_acc: 0.5234, top5_acc: 0.7367, loss_cls: 2.1351, loss: 3.3948, grad_norm: 6.7133 2021-07-06 10:07:36,913 - mmaction - INFO - Epoch [73][3240/3757] lr: 1.000e-02, eta: 3 days, 14:55:56, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2876, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.2151, loss: 3.5028, grad_norm: 6.9314 2021-07-06 10:07:58,216 - mmaction - INFO - Epoch [73][3260/3757] lr: 1.000e-02, eta: 3 days, 14:55:34, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2910, top1_acc: 0.5094, top5_acc: 0.7172, loss_cls: 2.2086, loss: 3.4996, grad_norm: 6.8761 2021-07-06 10:08:19,319 - mmaction - INFO - Epoch [73][3280/3757] lr: 1.000e-02, eta: 3 days, 14:55:12, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2831, top1_acc: 0.4961, top5_acc: 0.7219, loss_cls: 2.2096, loss: 3.4927, grad_norm: 7.0693 2021-07-06 10:08:40,625 - mmaction - INFO - Epoch [73][3300/3757] lr: 1.000e-02, eta: 3 days, 14:54:50, time: 1.066, data_time: 0.014, memory: 6921, loss_aux: 1.3185, top1_acc: 0.4977, top5_acc: 0.7289, loss_cls: 2.2435, loss: 3.5621, grad_norm: 6.9437 2021-07-06 10:09:02,240 - mmaction - INFO - Epoch [73][3320/3757] lr: 1.000e-02, eta: 3 days, 14:54:29, time: 1.080, data_time: 0.034, memory: 6921, loss_aux: 1.2839, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.2208, loss: 3.5047, grad_norm: 7.0992 2021-07-06 10:09:23,597 - mmaction - INFO - Epoch [73][3340/3757] lr: 1.000e-02, eta: 3 days, 14:54:07, time: 1.068, data_time: 0.023, memory: 6921, loss_aux: 1.2384, top1_acc: 0.5164, top5_acc: 0.7438, loss_cls: 2.0988, loss: 3.3373, grad_norm: 6.7459 2021-07-06 10:09:44,919 - mmaction - INFO - Epoch [73][3360/3757] lr: 1.000e-02, eta: 3 days, 14:53:45, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.2994, top1_acc: 0.4977, top5_acc: 0.7305, loss_cls: 2.1570, loss: 3.4564, grad_norm: 7.0303 2021-07-06 10:10:06,224 - mmaction - INFO - Epoch [73][3380/3757] lr: 1.000e-02, eta: 3 days, 14:53:23, time: 1.064, data_time: 0.011, memory: 6921, loss_aux: 1.2386, top1_acc: 0.5273, top5_acc: 0.7469, loss_cls: 2.1139, loss: 3.3525, grad_norm: 7.0301 2021-07-06 10:10:28,372 - mmaction - INFO - Epoch [73][3400/3757] lr: 1.000e-02, eta: 3 days, 14:53:02, time: 1.109, data_time: 0.072, memory: 6921, loss_aux: 1.2300, top1_acc: 0.5289, top5_acc: 0.7469, loss_cls: 2.0975, loss: 3.3275, grad_norm: 6.9637 2021-07-06 10:10:49,500 - mmaction - INFO - Epoch [73][3420/3757] lr: 1.000e-02, eta: 3 days, 14:52:40, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2394, top1_acc: 0.5227, top5_acc: 0.7352, loss_cls: 2.1420, loss: 3.3814, grad_norm: 6.6975 2021-07-06 10:11:10,589 - mmaction - INFO - Epoch [73][3440/3757] lr: 1.000e-02, eta: 3 days, 14:52:18, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2371, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.1035, loss: 3.3406, grad_norm: 6.8425 2021-07-06 10:11:31,714 - mmaction - INFO - Epoch [73][3460/3757] lr: 1.000e-02, eta: 3 days, 14:51:56, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2474, top1_acc: 0.5172, top5_acc: 0.7445, loss_cls: 2.1562, loss: 3.4036, grad_norm: 6.8371 2021-07-06 10:11:52,635 - mmaction - INFO - Epoch [73][3480/3757] lr: 1.000e-02, eta: 3 days, 14:51:33, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.2359, top1_acc: 0.5250, top5_acc: 0.7375, loss_cls: 2.1147, loss: 3.3506, grad_norm: 6.7986 2021-07-06 10:12:13,809 - mmaction - INFO - Epoch [73][3500/3757] lr: 1.000e-02, eta: 3 days, 14:51:11, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2306, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1014, loss: 3.3320, grad_norm: 6.6610 2021-07-06 10:12:34,995 - mmaction - INFO - Epoch [73][3520/3757] lr: 1.000e-02, eta: 3 days, 14:50:49, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2368, top1_acc: 0.5352, top5_acc: 0.7406, loss_cls: 2.0802, loss: 3.3170, grad_norm: 6.7540 2021-07-06 10:12:56,210 - mmaction - INFO - Epoch [73][3540/3757] lr: 1.000e-02, eta: 3 days, 14:50:27, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2836, top1_acc: 0.5117, top5_acc: 0.7273, loss_cls: 2.1707, loss: 3.4543, grad_norm: 6.8914 2021-07-06 10:13:18,121 - mmaction - INFO - Epoch [73][3560/3757] lr: 1.000e-02, eta: 3 days, 14:50:06, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.2452, top1_acc: 0.5227, top5_acc: 0.7484, loss_cls: 2.1171, loss: 3.3624, grad_norm: 6.6596 2021-07-06 10:13:39,272 - mmaction - INFO - Epoch [73][3580/3757] lr: 1.000e-02, eta: 3 days, 14:49:44, time: 1.055, data_time: 0.011, memory: 6921, loss_aux: 1.3009, top1_acc: 0.4930, top5_acc: 0.7281, loss_cls: 2.2085, loss: 3.5094, grad_norm: 7.0005 2021-07-06 10:14:01,610 - mmaction - INFO - Epoch [73][3600/3757] lr: 1.000e-02, eta: 3 days, 14:49:23, time: 1.118, data_time: 0.070, memory: 6921, loss_aux: 1.2285, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.0947, loss: 3.3232, grad_norm: 6.7459 2021-07-06 10:14:22,592 - mmaction - INFO - Epoch [73][3620/3757] lr: 1.000e-02, eta: 3 days, 14:49:01, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.2093, top1_acc: 0.5219, top5_acc: 0.7703, loss_cls: 2.0320, loss: 3.2413, grad_norm: 6.5859 2021-07-06 10:14:43,624 - mmaction - INFO - Epoch [73][3640/3757] lr: 1.000e-02, eta: 3 days, 14:48:39, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.2569, top1_acc: 0.5172, top5_acc: 0.7500, loss_cls: 2.1193, loss: 3.3762, grad_norm: 6.8291 2021-07-06 10:15:04,812 - mmaction - INFO - Epoch [73][3660/3757] lr: 1.000e-02, eta: 3 days, 14:48:17, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.3294, top1_acc: 0.4859, top5_acc: 0.7070, loss_cls: 2.3380, loss: 3.6675, grad_norm: 7.0418 2021-07-06 10:15:26,775 - mmaction - INFO - Epoch [73][3680/3757] lr: 1.000e-02, eta: 3 days, 14:47:55, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.2317, top1_acc: 0.5188, top5_acc: 0.7445, loss_cls: 2.1049, loss: 3.3367, grad_norm: 6.7062 2021-07-06 10:15:48,526 - mmaction - INFO - Epoch [73][3700/3757] lr: 1.000e-02, eta: 3 days, 14:47:34, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.3255, top1_acc: 0.4977, top5_acc: 0.7164, loss_cls: 2.2656, loss: 3.5911, grad_norm: 6.9512 2021-07-06 10:16:09,616 - mmaction - INFO - Epoch [73][3720/3757] lr: 1.000e-02, eta: 3 days, 14:47:12, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.2412, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0976, loss: 3.3388, grad_norm: 6.9817 2021-07-06 10:16:31,150 - mmaction - INFO - Epoch [73][3740/3757] lr: 1.000e-02, eta: 3 days, 14:46:50, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.2899, top1_acc: 0.4953, top5_acc: 0.7266, loss_cls: 2.2378, loss: 3.5277, grad_norm: 7.0513 2021-07-06 10:16:50,636 - mmaction - INFO - Saving checkpoint at 73 epochs 2021-07-06 10:17:53,089 - mmaction - INFO - Epoch [74][20/3757] lr: 1.000e-02, eta: 3 days, 14:46:32, time: 3.042, data_time: 2.016, memory: 6921, loss_aux: 1.2378, top1_acc: 0.5141, top5_acc: 0.7422, loss_cls: 2.0829, loss: 3.3206, grad_norm: 6.6562 2021-07-06 10:18:14,292 - mmaction - INFO - Epoch [74][40/3757] lr: 1.000e-02, eta: 3 days, 14:46:10, time: 1.059, data_time: 0.016, memory: 6921, loss_aux: 1.2426, top1_acc: 0.5258, top5_acc: 0.7570, loss_cls: 2.0930, loss: 3.3356, grad_norm: 6.7311 2021-07-06 10:18:35,801 - mmaction - INFO - Epoch [74][60/3757] lr: 1.000e-02, eta: 3 days, 14:45:49, time: 1.076, data_time: 0.037, memory: 6921, loss_aux: 1.2301, top1_acc: 0.5195, top5_acc: 0.7594, loss_cls: 2.0893, loss: 3.3194, grad_norm: 6.8250 2021-07-06 10:18:56,832 - mmaction - INFO - Epoch [74][80/3757] lr: 1.000e-02, eta: 3 days, 14:45:26, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.1089, loss: 3.3720, grad_norm: 6.9260 2021-07-06 10:19:17,963 - mmaction - INFO - Epoch [74][100/3757] lr: 1.000e-02, eta: 3 days, 14:45:04, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3098, top1_acc: 0.4945, top5_acc: 0.7141, loss_cls: 2.1873, loss: 3.4971, grad_norm: 7.0198 2021-07-06 10:19:39,152 - mmaction - INFO - Epoch [74][120/3757] lr: 1.000e-02, eta: 3 days, 14:44:42, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.2677, top1_acc: 0.5273, top5_acc: 0.7484, loss_cls: 2.1244, loss: 3.3921, grad_norm: 6.7264 2021-07-06 10:20:00,244 - mmaction - INFO - Epoch [74][140/3757] lr: 1.000e-02, eta: 3 days, 14:44:20, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2358, top1_acc: 0.5133, top5_acc: 0.7375, loss_cls: 2.1143, loss: 3.3501, grad_norm: 6.8249 2021-07-06 10:20:21,319 - mmaction - INFO - Epoch [74][160/3757] lr: 1.000e-02, eta: 3 days, 14:43:58, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2295, top1_acc: 0.5422, top5_acc: 0.7453, loss_cls: 2.0659, loss: 3.2954, grad_norm: 6.8287 2021-07-06 10:20:42,646 - mmaction - INFO - Epoch [74][180/3757] lr: 1.000e-02, eta: 3 days, 14:43:36, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2847, top1_acc: 0.5281, top5_acc: 0.7281, loss_cls: 2.1959, loss: 3.4806, grad_norm: 7.0270 2021-07-06 10:21:03,634 - mmaction - INFO - Epoch [74][200/3757] lr: 1.000e-02, eta: 3 days, 14:43:14, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2275, top1_acc: 0.5312, top5_acc: 0.7453, loss_cls: 2.0611, loss: 3.2887, grad_norm: 6.8807 2021-07-06 10:21:24,663 - mmaction - INFO - Epoch [74][220/3757] lr: 1.000e-02, eta: 3 days, 14:42:52, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.2404, top1_acc: 0.5281, top5_acc: 0.7469, loss_cls: 2.0617, loss: 3.3020, grad_norm: 6.9691 2021-07-06 10:21:46,201 - mmaction - INFO - Epoch [74][240/3757] lr: 1.000e-02, eta: 3 days, 14:42:30, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.2334, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.0996, loss: 3.3330, grad_norm: 6.7107 2021-07-06 10:22:07,844 - mmaction - INFO - Epoch [74][260/3757] lr: 1.000e-02, eta: 3 days, 14:42:08, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.2282, top1_acc: 0.5344, top5_acc: 0.7508, loss_cls: 2.0820, loss: 3.3102, grad_norm: 6.9161 2021-07-06 10:22:28,834 - mmaction - INFO - Epoch [74][280/3757] lr: 1.000e-02, eta: 3 days, 14:41:46, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2452, top1_acc: 0.5180, top5_acc: 0.7477, loss_cls: 2.1195, loss: 3.3647, grad_norm: 6.7885 2021-07-06 10:22:49,779 - mmaction - INFO - Epoch [74][300/3757] lr: 1.000e-02, eta: 3 days, 14:41:24, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.2392, top1_acc: 0.5250, top5_acc: 0.7422, loss_cls: 2.0961, loss: 3.3352, grad_norm: 6.9136 2021-07-06 10:23:11,068 - mmaction - INFO - Epoch [74][320/3757] lr: 1.000e-02, eta: 3 days, 14:41:02, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2612, top1_acc: 0.5219, top5_acc: 0.7422, loss_cls: 2.1609, loss: 3.4221, grad_norm: 6.9666 2021-07-06 10:23:32,163 - mmaction - INFO - Epoch [74][340/3757] lr: 1.000e-02, eta: 3 days, 14:40:40, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.1815, top1_acc: 0.5312, top5_acc: 0.7688, loss_cls: 1.9917, loss: 3.1732, grad_norm: 6.6544 2021-07-06 10:23:54,152 - mmaction - INFO - Epoch [74][360/3757] lr: 1.000e-02, eta: 3 days, 14:40:19, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.1776, top1_acc: 0.5242, top5_acc: 0.7492, loss_cls: 2.0128, loss: 3.1904, grad_norm: 6.7534 2021-07-06 10:24:15,195 - mmaction - INFO - Epoch [74][380/3757] lr: 1.000e-02, eta: 3 days, 14:39:56, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2325, top1_acc: 0.5188, top5_acc: 0.7594, loss_cls: 2.0693, loss: 3.3018, grad_norm: 7.0902 2021-07-06 10:24:36,259 - mmaction - INFO - Epoch [74][400/3757] lr: 1.000e-02, eta: 3 days, 14:39:34, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.2151, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0431, loss: 3.2582, grad_norm: 6.8178 2021-07-06 10:24:57,237 - mmaction - INFO - Epoch [74][420/3757] lr: 1.000e-02, eta: 3 days, 14:39:12, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2514, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.0943, loss: 3.3457, grad_norm: 6.8561 2021-07-06 10:25:18,512 - mmaction - INFO - Epoch [74][440/3757] lr: 1.000e-02, eta: 3 days, 14:38:50, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2693, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 2.0581, loss: 3.3274, grad_norm: 6.9158 2021-07-06 10:25:39,620 - mmaction - INFO - Epoch [74][460/3757] lr: 1.000e-02, eta: 3 days, 14:38:28, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2114, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.1013, loss: 3.3127, grad_norm: 6.9133 2021-07-06 10:26:00,596 - mmaction - INFO - Epoch [74][480/3757] lr: 1.000e-02, eta: 3 days, 14:38:06, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2227, top1_acc: 0.5422, top5_acc: 0.7664, loss_cls: 2.0190, loss: 3.2417, grad_norm: 6.8271 2021-07-06 10:26:21,543 - mmaction - INFO - Epoch [74][500/3757] lr: 1.000e-02, eta: 3 days, 14:37:43, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.2410, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0799, loss: 3.3210, grad_norm: 6.8547 2021-07-06 10:26:43,490 - mmaction - INFO - Epoch [74][520/3757] lr: 1.000e-02, eta: 3 days, 14:37:22, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.2046, top1_acc: 0.5461, top5_acc: 0.7516, loss_cls: 2.0438, loss: 3.2483, grad_norm: 6.8756 2021-07-06 10:27:04,676 - mmaction - INFO - Epoch [74][540/3757] lr: 1.000e-02, eta: 3 days, 14:37:00, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2201, top1_acc: 0.5172, top5_acc: 0.7555, loss_cls: 2.0554, loss: 3.2754, grad_norm: 6.7820 2021-07-06 10:27:25,584 - mmaction - INFO - Epoch [74][560/3757] lr: 1.000e-02, eta: 3 days, 14:36:38, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2438, top1_acc: 0.5164, top5_acc: 0.7398, loss_cls: 2.0862, loss: 3.3300, grad_norm: 6.9194 2021-07-06 10:27:46,662 - mmaction - INFO - Epoch [74][580/3757] lr: 1.000e-02, eta: 3 days, 14:36:16, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2833, top1_acc: 0.5055, top5_acc: 0.7336, loss_cls: 2.2094, loss: 3.4927, grad_norm: 6.9823 2021-07-06 10:28:07,677 - mmaction - INFO - Epoch [74][600/3757] lr: 1.000e-02, eta: 3 days, 14:35:54, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.3133, top1_acc: 0.5039, top5_acc: 0.7180, loss_cls: 2.2362, loss: 3.5494, grad_norm: 6.8822 2021-07-06 10:28:28,732 - mmaction - INFO - Epoch [74][620/3757] lr: 1.000e-02, eta: 3 days, 14:35:31, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2224, top1_acc: 0.5086, top5_acc: 0.7477, loss_cls: 2.0759, loss: 3.2983, grad_norm: 6.8043 2021-07-06 10:28:49,773 - mmaction - INFO - Epoch [74][640/3757] lr: 1.000e-02, eta: 3 days, 14:35:09, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.2285, top1_acc: 0.5297, top5_acc: 0.7523, loss_cls: 2.0276, loss: 3.2561, grad_norm: 7.0151 2021-07-06 10:29:10,987 - mmaction - INFO - Epoch [74][660/3757] lr: 1.000e-02, eta: 3 days, 14:34:47, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2401, top1_acc: 0.5297, top5_acc: 0.7461, loss_cls: 2.1081, loss: 3.3482, grad_norm: 7.1244 2021-07-06 10:29:32,109 - mmaction - INFO - Epoch [74][680/3757] lr: 1.000e-02, eta: 3 days, 14:34:25, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2678, top1_acc: 0.4984, top5_acc: 0.7305, loss_cls: 2.1771, loss: 3.4449, grad_norm: 7.2358 2021-07-06 10:29:53,116 - mmaction - INFO - Epoch [74][700/3757] lr: 1.000e-02, eta: 3 days, 14:34:03, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.2616, top1_acc: 0.5203, top5_acc: 0.7391, loss_cls: 2.1558, loss: 3.4174, grad_norm: 6.8580 2021-07-06 10:30:14,674 - mmaction - INFO - Epoch [74][720/3757] lr: 1.000e-02, eta: 3 days, 14:33:41, time: 1.078, data_time: 0.017, memory: 6921, loss_aux: 1.2677, top1_acc: 0.5156, top5_acc: 0.7461, loss_cls: 2.1324, loss: 3.4001, grad_norm: 6.8839 2021-07-06 10:30:36,014 - mmaction - INFO - Epoch [74][740/3757] lr: 1.000e-02, eta: 3 days, 14:33:19, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2530, top1_acc: 0.5242, top5_acc: 0.7406, loss_cls: 2.1197, loss: 3.3727, grad_norm: 7.0014 2021-07-06 10:30:57,162 - mmaction - INFO - Epoch [74][760/3757] lr: 1.000e-02, eta: 3 days, 14:32:57, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.2333, top1_acc: 0.5250, top5_acc: 0.7391, loss_cls: 2.1111, loss: 3.3444, grad_norm: 7.1480 2021-07-06 10:31:18,313 - mmaction - INFO - Epoch [74][780/3757] lr: 1.000e-02, eta: 3 days, 14:32:35, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.1960, top1_acc: 0.5398, top5_acc: 0.7422, loss_cls: 2.0317, loss: 3.2277, grad_norm: 6.7901 2021-07-06 10:31:39,866 - mmaction - INFO - Epoch [74][800/3757] lr: 1.000e-02, eta: 3 days, 14:32:14, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2738, top1_acc: 0.5039, top5_acc: 0.7414, loss_cls: 2.1685, loss: 3.4423, grad_norm: 7.2509 2021-07-06 10:32:01,166 - mmaction - INFO - Epoch [74][820/3757] lr: 1.000e-02, eta: 3 days, 14:31:52, time: 1.064, data_time: 0.011, memory: 6921, loss_aux: 1.2402, top1_acc: 0.5148, top5_acc: 0.7586, loss_cls: 2.1076, loss: 3.3477, grad_norm: 6.7978 2021-07-06 10:32:22,090 - mmaction - INFO - Epoch [74][840/3757] lr: 1.000e-02, eta: 3 days, 14:31:29, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.1937, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0288, loss: 3.2226, grad_norm: 6.8887 2021-07-06 10:32:43,680 - mmaction - INFO - Epoch [74][860/3757] lr: 1.000e-02, eta: 3 days, 14:31:08, time: 1.080, data_time: 0.043, memory: 6921, loss_aux: 1.2326, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.0980, loss: 3.3306, grad_norm: 6.9023 2021-07-06 10:33:04,883 - mmaction - INFO - Epoch [74][880/3757] lr: 1.000e-02, eta: 3 days, 14:30:46, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.1997, top1_acc: 0.5336, top5_acc: 0.7633, loss_cls: 2.0453, loss: 3.2451, grad_norm: 7.1101 2021-07-06 10:33:25,899 - mmaction - INFO - Epoch [74][900/3757] lr: 1.000e-02, eta: 3 days, 14:30:24, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2372, top1_acc: 0.5258, top5_acc: 0.7516, loss_cls: 2.0645, loss: 3.3017, grad_norm: 7.0151 2021-07-06 10:33:46,875 - mmaction - INFO - Epoch [74][920/3757] lr: 1.000e-02, eta: 3 days, 14:30:01, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2437, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.0725, loss: 3.3162, grad_norm: 7.1810 2021-07-06 10:34:08,234 - mmaction - INFO - Epoch [74][940/3757] lr: 1.000e-02, eta: 3 days, 14:29:39, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.2495, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0831, loss: 3.3326, grad_norm: 7.0099 2021-07-06 10:34:29,576 - mmaction - INFO - Epoch [74][960/3757] lr: 1.000e-02, eta: 3 days, 14:29:18, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2550, top1_acc: 0.5219, top5_acc: 0.7453, loss_cls: 2.0974, loss: 3.3524, grad_norm: 7.2519 2021-07-06 10:34:50,828 - mmaction - INFO - Epoch [74][980/3757] lr: 1.000e-02, eta: 3 days, 14:28:56, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2955, top1_acc: 0.5070, top5_acc: 0.7141, loss_cls: 2.2021, loss: 3.4975, grad_norm: 7.0540 2021-07-06 10:35:12,071 - mmaction - INFO - Epoch [74][1000/3757] lr: 1.000e-02, eta: 3 days, 14:28:34, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2118, top1_acc: 0.5344, top5_acc: 0.7508, loss_cls: 2.0504, loss: 3.2622, grad_norm: 6.8971 2021-07-06 10:35:33,216 - mmaction - INFO - Epoch [74][1020/3757] lr: 1.000e-02, eta: 3 days, 14:28:12, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.2449, top1_acc: 0.5055, top5_acc: 0.7516, loss_cls: 2.1073, loss: 3.3522, grad_norm: 7.1014 2021-07-06 10:35:54,329 - mmaction - INFO - Epoch [74][1040/3757] lr: 1.000e-02, eta: 3 days, 14:27:49, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2256, top1_acc: 0.5273, top5_acc: 0.7586, loss_cls: 2.0565, loss: 3.2821, grad_norm: 6.8731 2021-07-06 10:36:15,673 - mmaction - INFO - Epoch [74][1060/3757] lr: 1.000e-02, eta: 3 days, 14:27:28, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2422, top1_acc: 0.5266, top5_acc: 0.7664, loss_cls: 2.0606, loss: 3.3028, grad_norm: 6.9673 2021-07-06 10:36:37,088 - mmaction - INFO - Epoch [74][1080/3757] lr: 1.000e-02, eta: 3 days, 14:27:06, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2640, top1_acc: 0.5148, top5_acc: 0.7344, loss_cls: 2.1551, loss: 3.4191, grad_norm: 7.0624 2021-07-06 10:36:59,292 - mmaction - INFO - Epoch [74][1100/3757] lr: 1.000e-02, eta: 3 days, 14:26:45, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.2399, top1_acc: 0.5180, top5_acc: 0.7445, loss_cls: 2.1189, loss: 3.3588, grad_norm: 6.9424 2021-07-06 10:37:20,355 - mmaction - INFO - Epoch [74][1120/3757] lr: 1.000e-02, eta: 3 days, 14:26:23, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2066, top1_acc: 0.5320, top5_acc: 0.7555, loss_cls: 2.0274, loss: 3.2340, grad_norm: 6.7241 2021-07-06 10:37:41,837 - mmaction - INFO - Epoch [74][1140/3757] lr: 1.000e-02, eta: 3 days, 14:26:01, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.2695, top1_acc: 0.5078, top5_acc: 0.7375, loss_cls: 2.1839, loss: 3.4534, grad_norm: 7.0867 2021-07-06 10:38:03,039 - mmaction - INFO - Epoch [74][1160/3757] lr: 1.000e-02, eta: 3 days, 14:25:39, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.2474, top1_acc: 0.5047, top5_acc: 0.7383, loss_cls: 2.1142, loss: 3.3616, grad_norm: 6.9395 2021-07-06 10:38:24,244 - mmaction - INFO - Epoch [74][1180/3757] lr: 1.000e-02, eta: 3 days, 14:25:17, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2731, top1_acc: 0.4984, top5_acc: 0.7500, loss_cls: 2.1432, loss: 3.4163, grad_norm: 7.2007 2021-07-06 10:38:45,358 - mmaction - INFO - Epoch [74][1200/3757] lr: 1.000e-02, eta: 3 days, 14:24:55, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2910, top1_acc: 0.5023, top5_acc: 0.7430, loss_cls: 2.1880, loss: 3.4789, grad_norm: 7.0510 2021-07-06 10:39:06,218 - mmaction - INFO - Epoch [74][1220/3757] lr: 1.000e-02, eta: 3 days, 14:24:32, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.2177, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.1041, loss: 3.3218, grad_norm: 6.9120 2021-07-06 10:39:27,480 - mmaction - INFO - Epoch [74][1240/3757] lr: 1.000e-02, eta: 3 days, 14:24:11, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.2681, top1_acc: 0.5273, top5_acc: 0.7367, loss_cls: 2.1503, loss: 3.4184, grad_norm: 6.8145 2021-07-06 10:39:48,573 - mmaction - INFO - Epoch [74][1260/3757] lr: 1.000e-02, eta: 3 days, 14:23:48, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2326, top1_acc: 0.5203, top5_acc: 0.7484, loss_cls: 2.0806, loss: 3.3133, grad_norm: 6.8677 2021-07-06 10:40:09,831 - mmaction - INFO - Epoch [74][1280/3757] lr: 1.000e-02, eta: 3 days, 14:23:26, time: 1.064, data_time: 0.032, memory: 6921, loss_aux: 1.2234, top1_acc: 0.5180, top5_acc: 0.7461, loss_cls: 2.0761, loss: 3.2996, grad_norm: 6.8223 2021-07-06 10:40:31,627 - mmaction - INFO - Epoch [74][1300/3757] lr: 1.000e-02, eta: 3 days, 14:23:05, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.2506, top1_acc: 0.5211, top5_acc: 0.7578, loss_cls: 2.1192, loss: 3.3698, grad_norm: 6.8816 2021-07-06 10:40:52,491 - mmaction - INFO - Epoch [74][1320/3757] lr: 1.000e-02, eta: 3 days, 14:22:43, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.2514, top1_acc: 0.5188, top5_acc: 0.7352, loss_cls: 2.1632, loss: 3.4146, grad_norm: 7.0934 2021-07-06 10:41:14,058 - mmaction - INFO - Epoch [74][1340/3757] lr: 1.000e-02, eta: 3 days, 14:22:21, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.2558, top1_acc: 0.5266, top5_acc: 0.7320, loss_cls: 2.1296, loss: 3.3854, grad_norm: 6.8317 2021-07-06 10:41:35,171 - mmaction - INFO - Epoch [74][1360/3757] lr: 1.000e-02, eta: 3 days, 14:21:59, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2202, top1_acc: 0.5352, top5_acc: 0.7492, loss_cls: 2.0717, loss: 3.2919, grad_norm: 6.8060 2021-07-06 10:41:56,070 - mmaction - INFO - Epoch [74][1380/3757] lr: 1.000e-02, eta: 3 days, 14:21:37, time: 1.046, data_time: 0.006, memory: 6921, loss_aux: 1.2627, top1_acc: 0.5047, top5_acc: 0.7391, loss_cls: 2.1642, loss: 3.4269, grad_norm: 6.9601 2021-07-06 10:42:17,155 - mmaction - INFO - Epoch [74][1400/3757] lr: 1.000e-02, eta: 3 days, 14:21:15, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2653, top1_acc: 0.5148, top5_acc: 0.7391, loss_cls: 2.1591, loss: 3.4244, grad_norm: 6.6802 2021-07-06 10:42:38,537 - mmaction - INFO - Epoch [74][1420/3757] lr: 1.000e-02, eta: 3 days, 14:20:53, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.2575, top1_acc: 0.5039, top5_acc: 0.7375, loss_cls: 2.1278, loss: 3.3853, grad_norm: 6.8576 2021-07-06 10:42:59,574 - mmaction - INFO - Epoch [74][1440/3757] lr: 1.000e-02, eta: 3 days, 14:20:31, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.2136, top1_acc: 0.5359, top5_acc: 0.7602, loss_cls: 2.0011, loss: 3.2147, grad_norm: 6.8249 2021-07-06 10:43:20,468 - mmaction - INFO - Epoch [74][1460/3757] lr: 1.000e-02, eta: 3 days, 14:20:08, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.2754, top1_acc: 0.5102, top5_acc: 0.7359, loss_cls: 2.1867, loss: 3.4621, grad_norm: 7.1043 2021-07-06 10:43:41,651 - mmaction - INFO - Epoch [74][1480/3757] lr: 1.000e-02, eta: 3 days, 14:19:46, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2101, top1_acc: 0.5336, top5_acc: 0.7383, loss_cls: 2.1135, loss: 3.3236, grad_norm: 6.8894 2021-07-06 10:44:02,951 - mmaction - INFO - Epoch [74][1500/3757] lr: 1.000e-02, eta: 3 days, 14:19:24, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.2036, top1_acc: 0.5383, top5_acc: 0.7641, loss_cls: 2.0202, loss: 3.2237, grad_norm: 6.7929 2021-07-06 10:44:24,802 - mmaction - INFO - Epoch [74][1520/3757] lr: 1.000e-02, eta: 3 days, 14:19:03, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2291, top1_acc: 0.5250, top5_acc: 0.7547, loss_cls: 2.0671, loss: 3.2962, grad_norm: 6.9301 2021-07-06 10:44:46,021 - mmaction - INFO - Epoch [74][1540/3757] lr: 1.000e-02, eta: 3 days, 14:18:41, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2346, top1_acc: 0.5141, top5_acc: 0.7375, loss_cls: 2.0991, loss: 3.3337, grad_norm: 6.8109 2021-07-06 10:45:06,885 - mmaction - INFO - Epoch [74][1560/3757] lr: 1.000e-02, eta: 3 days, 14:18:19, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.2577, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1526, loss: 3.4104, grad_norm: 6.8934 2021-07-06 10:45:28,069 - mmaction - INFO - Epoch [74][1580/3757] lr: 1.000e-02, eta: 3 days, 14:17:57, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2658, top1_acc: 0.5180, top5_acc: 0.7219, loss_cls: 2.1787, loss: 3.4445, grad_norm: 6.8450 2021-07-06 10:45:49,266 - mmaction - INFO - Epoch [74][1600/3757] lr: 1.000e-02, eta: 3 days, 14:17:35, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2323, top1_acc: 0.5281, top5_acc: 0.7430, loss_cls: 2.0435, loss: 3.2758, grad_norm: 6.7982 2021-07-06 10:46:10,768 - mmaction - INFO - Epoch [74][1620/3757] lr: 1.000e-02, eta: 3 days, 14:17:13, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.2325, top1_acc: 0.5188, top5_acc: 0.7516, loss_cls: 2.0626, loss: 3.2951, grad_norm: 6.8838 2021-07-06 10:46:32,097 - mmaction - INFO - Epoch [74][1640/3757] lr: 1.000e-02, eta: 3 days, 14:16:51, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.2498, top1_acc: 0.5266, top5_acc: 0.7305, loss_cls: 2.1356, loss: 3.3854, grad_norm: 6.8195 2021-07-06 10:46:53,085 - mmaction - INFO - Epoch [74][1660/3757] lr: 1.000e-02, eta: 3 days, 14:16:29, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.2445, top1_acc: 0.5086, top5_acc: 0.7344, loss_cls: 2.1302, loss: 3.3747, grad_norm: 6.9427 2021-07-06 10:47:14,621 - mmaction - INFO - Epoch [74][1680/3757] lr: 1.000e-02, eta: 3 days, 14:16:07, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2807, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.2048, loss: 3.4855, grad_norm: 6.7591 2021-07-06 10:47:36,137 - mmaction - INFO - Epoch [74][1700/3757] lr: 1.000e-02, eta: 3 days, 14:15:45, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.2731, top1_acc: 0.4922, top5_acc: 0.7234, loss_cls: 2.2151, loss: 3.4881, grad_norm: 7.0383 2021-07-06 10:47:57,809 - mmaction - INFO - Epoch [74][1720/3757] lr: 1.000e-02, eta: 3 days, 14:15:24, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.2079, top1_acc: 0.5258, top5_acc: 0.7484, loss_cls: 2.0635, loss: 3.2714, grad_norm: 6.7416 2021-07-06 10:48:18,854 - mmaction - INFO - Epoch [74][1740/3757] lr: 1.000e-02, eta: 3 days, 14:15:02, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.2290, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.0581, loss: 3.2870, grad_norm: 6.7496 2021-07-06 10:48:39,870 - mmaction - INFO - Epoch [74][1760/3757] lr: 1.000e-02, eta: 3 days, 14:14:39, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.3109, top1_acc: 0.4961, top5_acc: 0.7141, loss_cls: 2.2687, loss: 3.5796, grad_norm: 6.9973 2021-07-06 10:49:01,025 - mmaction - INFO - Epoch [74][1780/3757] lr: 1.000e-02, eta: 3 days, 14:14:17, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.3135, top1_acc: 0.4836, top5_acc: 0.7211, loss_cls: 2.2860, loss: 3.5995, grad_norm: 7.1764 2021-07-06 10:49:22,378 - mmaction - INFO - Epoch [74][1800/3757] lr: 1.000e-02, eta: 3 days, 14:13:56, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2010, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0209, loss: 3.2219, grad_norm: 6.5298 2021-07-06 10:49:43,370 - mmaction - INFO - Epoch [74][1820/3757] lr: 1.000e-02, eta: 3 days, 14:13:33, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.2969, top1_acc: 0.4969, top5_acc: 0.7148, loss_cls: 2.2314, loss: 3.5283, grad_norm: 7.0007 2021-07-06 10:50:04,543 - mmaction - INFO - Epoch [74][1840/3757] lr: 1.000e-02, eta: 3 days, 14:13:11, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2417, top1_acc: 0.5109, top5_acc: 0.7469, loss_cls: 2.1171, loss: 3.3589, grad_norm: 6.9256 2021-07-06 10:50:25,529 - mmaction - INFO - Epoch [74][1860/3757] lr: 1.000e-02, eta: 3 days, 14:12:49, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.2064, top1_acc: 0.5266, top5_acc: 0.7602, loss_cls: 2.0235, loss: 3.2299, grad_norm: 6.5783 2021-07-06 10:50:47,310 - mmaction - INFO - Epoch [74][1880/3757] lr: 1.000e-02, eta: 3 days, 14:12:28, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.2758, top1_acc: 0.5031, top5_acc: 0.7383, loss_cls: 2.1225, loss: 3.3984, grad_norm: 6.8825 2021-07-06 10:51:09,827 - mmaction - INFO - Epoch [74][1900/3757] lr: 1.000e-02, eta: 3 days, 14:12:07, time: 1.126, data_time: 0.080, memory: 6921, loss_aux: 1.2806, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.1986, loss: 3.4792, grad_norm: 6.9474 2021-07-06 10:51:30,560 - mmaction - INFO - Epoch [74][1920/3757] lr: 1.000e-02, eta: 3 days, 14:11:45, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.1794, top1_acc: 0.5188, top5_acc: 0.7680, loss_cls: 2.0072, loss: 3.1867, grad_norm: 6.5906 2021-07-06 10:51:51,872 - mmaction - INFO - Epoch [74][1940/3757] lr: 1.000e-02, eta: 3 days, 14:11:23, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2637, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.1243, loss: 3.3880, grad_norm: 6.7662 2021-07-06 10:52:13,047 - mmaction - INFO - Epoch [74][1960/3757] lr: 1.000e-02, eta: 3 days, 14:11:01, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.3081, top1_acc: 0.4844, top5_acc: 0.7242, loss_cls: 2.2315, loss: 3.5396, grad_norm: 7.0456 2021-07-06 10:52:34,312 - mmaction - INFO - Epoch [74][1980/3757] lr: 1.000e-02, eta: 3 days, 14:10:39, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.2772, top1_acc: 0.5180, top5_acc: 0.7234, loss_cls: 2.2100, loss: 3.4872, grad_norm: 6.8701 2021-07-06 10:52:55,824 - mmaction - INFO - Epoch [74][2000/3757] lr: 1.000e-02, eta: 3 days, 14:10:17, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.1998, top1_acc: 0.5398, top5_acc: 0.7695, loss_cls: 2.0000, loss: 3.1997, grad_norm: 6.8775 2021-07-06 10:53:17,070 - mmaction - INFO - Epoch [74][2020/3757] lr: 1.000e-02, eta: 3 days, 14:09:55, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2298, top1_acc: 0.5102, top5_acc: 0.7406, loss_cls: 2.1210, loss: 3.3507, grad_norm: 6.7282 2021-07-06 10:53:37,989 - mmaction - INFO - Epoch [74][2040/3757] lr: 1.000e-02, eta: 3 days, 14:09:33, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.2621, top1_acc: 0.5125, top5_acc: 0.7469, loss_cls: 2.1090, loss: 3.3711, grad_norm: 7.0548 2021-07-06 10:53:59,517 - mmaction - INFO - Epoch [74][2060/3757] lr: 1.000e-02, eta: 3 days, 14:09:11, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2101, top1_acc: 0.5047, top5_acc: 0.7484, loss_cls: 2.0825, loss: 3.2927, grad_norm: 6.9400 2021-07-06 10:54:20,725 - mmaction - INFO - Epoch [74][2080/3757] lr: 1.000e-02, eta: 3 days, 14:08:49, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2513, top1_acc: 0.5117, top5_acc: 0.7500, loss_cls: 2.1114, loss: 3.3628, grad_norm: 6.9700 2021-07-06 10:54:42,047 - mmaction - INFO - Epoch [74][2100/3757] lr: 1.000e-02, eta: 3 days, 14:08:27, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.2680, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.1160, loss: 3.3840, grad_norm: 6.7209 2021-07-06 10:55:03,288 - mmaction - INFO - Epoch [74][2120/3757] lr: 1.000e-02, eta: 3 days, 14:08:05, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2516, top1_acc: 0.5305, top5_acc: 0.7484, loss_cls: 2.1236, loss: 3.3752, grad_norm: 6.7294 2021-07-06 10:55:24,451 - mmaction - INFO - Epoch [74][2140/3757] lr: 1.000e-02, eta: 3 days, 14:07:43, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2408, top1_acc: 0.5266, top5_acc: 0.7438, loss_cls: 2.0875, loss: 3.3283, grad_norm: 6.8867 2021-07-06 10:55:45,697 - mmaction - INFO - Epoch [74][2160/3757] lr: 1.000e-02, eta: 3 days, 14:07:21, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2602, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.0784, loss: 3.3386, grad_norm: 6.9599 2021-07-06 10:56:07,736 - mmaction - INFO - Epoch [74][2180/3757] lr: 1.000e-02, eta: 3 days, 14:07:00, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.2245, top1_acc: 0.5195, top5_acc: 0.7695, loss_cls: 2.0685, loss: 3.2930, grad_norm: 6.7372 2021-07-06 10:56:28,700 - mmaction - INFO - Epoch [74][2200/3757] lr: 1.000e-02, eta: 3 days, 14:06:38, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2283, top1_acc: 0.5156, top5_acc: 0.7539, loss_cls: 2.0951, loss: 3.3234, grad_norm: 6.8881 2021-07-06 10:56:50,119 - mmaction - INFO - Epoch [74][2220/3757] lr: 1.000e-02, eta: 3 days, 14:06:16, time: 1.070, data_time: 0.025, memory: 6921, loss_aux: 1.2460, top1_acc: 0.5133, top5_acc: 0.7594, loss_cls: 2.0897, loss: 3.3357, grad_norm: 6.8362 2021-07-06 10:57:11,679 - mmaction - INFO - Epoch [74][2240/3757] lr: 1.000e-02, eta: 3 days, 14:05:54, time: 1.078, data_time: 0.047, memory: 6921, loss_aux: 1.2740, top1_acc: 0.5180, top5_acc: 0.7328, loss_cls: 2.1437, loss: 3.4178, grad_norm: 6.7978 2021-07-06 10:57:32,769 - mmaction - INFO - Epoch [74][2260/3757] lr: 1.000e-02, eta: 3 days, 14:05:32, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2161, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0831, loss: 3.2992, grad_norm: 7.0849 2021-07-06 10:57:53,761 - mmaction - INFO - Epoch [74][2280/3757] lr: 1.000e-02, eta: 3 days, 14:05:10, time: 1.050, data_time: 0.014, memory: 6921, loss_aux: 1.2478, top1_acc: 0.5234, top5_acc: 0.7391, loss_cls: 2.1020, loss: 3.3498, grad_norm: 6.8319 2021-07-06 10:58:15,624 - mmaction - INFO - Epoch [74][2300/3757] lr: 1.000e-02, eta: 3 days, 14:04:49, time: 1.092, data_time: 0.063, memory: 6921, loss_aux: 1.2700, top1_acc: 0.4938, top5_acc: 0.7203, loss_cls: 2.2205, loss: 3.4904, grad_norm: 6.8873 2021-07-06 10:58:36,598 - mmaction - INFO - Epoch [74][2320/3757] lr: 1.000e-02, eta: 3 days, 14:04:27, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.3165, top1_acc: 0.4977, top5_acc: 0.7156, loss_cls: 2.2493, loss: 3.5658, grad_norm: 6.8796 2021-07-06 10:58:57,597 - mmaction - INFO - Epoch [74][2340/3757] lr: 1.000e-02, eta: 3 days, 14:04:04, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2500, top1_acc: 0.5164, top5_acc: 0.7398, loss_cls: 2.1695, loss: 3.4195, grad_norm: 6.7704 2021-07-06 10:59:18,730 - mmaction - INFO - Epoch [74][2360/3757] lr: 1.000e-02, eta: 3 days, 14:03:42, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2268, top1_acc: 0.5242, top5_acc: 0.7711, loss_cls: 2.0454, loss: 3.2722, grad_norm: 6.9215 2021-07-06 10:59:39,924 - mmaction - INFO - Epoch [74][2380/3757] lr: 1.000e-02, eta: 3 days, 14:03:20, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2281, top1_acc: 0.5320, top5_acc: 0.7508, loss_cls: 2.0523, loss: 3.2804, grad_norm: 6.9031 2021-07-06 11:00:01,464 - mmaction - INFO - Epoch [74][2400/3757] lr: 1.000e-02, eta: 3 days, 14:02:59, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.2284, top1_acc: 0.5352, top5_acc: 0.7586, loss_cls: 2.0612, loss: 3.2896, grad_norm: 7.0734 2021-07-06 11:00:23,056 - mmaction - INFO - Epoch [74][2420/3757] lr: 1.000e-02, eta: 3 days, 14:02:37, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 1.2089, top1_acc: 0.5242, top5_acc: 0.7461, loss_cls: 2.0660, loss: 3.2749, grad_norm: 6.8686 2021-07-06 11:00:44,156 - mmaction - INFO - Epoch [74][2440/3757] lr: 1.000e-02, eta: 3 days, 14:02:15, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.2164, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0957, loss: 3.3121, grad_norm: 6.8219 2021-07-06 11:01:05,498 - mmaction - INFO - Epoch [74][2460/3757] lr: 1.000e-02, eta: 3 days, 14:01:53, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.2928, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1907, loss: 3.4835, grad_norm: 6.9993 2021-07-06 11:01:26,410 - mmaction - INFO - Epoch [74][2480/3757] lr: 1.000e-02, eta: 3 days, 14:01:31, time: 1.045, data_time: 0.006, memory: 6921, loss_aux: 1.2571, top1_acc: 0.5078, top5_acc: 0.7375, loss_cls: 2.1510, loss: 3.4081, grad_norm: 7.0020 2021-07-06 11:01:47,651 - mmaction - INFO - Epoch [74][2500/3757] lr: 1.000e-02, eta: 3 days, 14:01:09, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2210, top1_acc: 0.5375, top5_acc: 0.7547, loss_cls: 2.0347, loss: 3.2557, grad_norm: 6.9592 2021-07-06 11:02:09,015 - mmaction - INFO - Epoch [74][2520/3757] lr: 1.000e-02, eta: 3 days, 14:00:47, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.2766, top1_acc: 0.5109, top5_acc: 0.7422, loss_cls: 2.1112, loss: 3.3878, grad_norm: 7.1309 2021-07-06 11:02:30,030 - mmaction - INFO - Epoch [74][2540/3757] lr: 1.000e-02, eta: 3 days, 14:00:25, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.2567, top1_acc: 0.5117, top5_acc: 0.7305, loss_cls: 2.1508, loss: 3.4075, grad_norm: 6.7287 2021-07-06 11:02:51,290 - mmaction - INFO - Epoch [74][2560/3757] lr: 1.000e-02, eta: 3 days, 14:00:03, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.1698, top1_acc: 0.5312, top5_acc: 0.7672, loss_cls: 1.9813, loss: 3.1511, grad_norm: 6.6520 2021-07-06 11:03:12,269 - mmaction - INFO - Epoch [74][2580/3757] lr: 1.000e-02, eta: 3 days, 13:59:40, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.2769, top1_acc: 0.5016, top5_acc: 0.7383, loss_cls: 2.1753, loss: 3.4522, grad_norm: 6.9274 2021-07-06 11:03:33,523 - mmaction - INFO - Epoch [74][2600/3757] lr: 1.000e-02, eta: 3 days, 13:59:19, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2565, top1_acc: 0.5086, top5_acc: 0.7492, loss_cls: 2.1617, loss: 3.4182, grad_norm: 7.0174 2021-07-06 11:03:54,608 - mmaction - INFO - Epoch [74][2620/3757] lr: 1.000e-02, eta: 3 days, 13:58:56, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5086, top5_acc: 0.7320, loss_cls: 2.1711, loss: 3.4422, grad_norm: 7.0415 2021-07-06 11:04:15,805 - mmaction - INFO - Epoch [74][2640/3757] lr: 1.000e-02, eta: 3 days, 13:58:34, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2676, top1_acc: 0.5219, top5_acc: 0.7398, loss_cls: 2.1276, loss: 3.3952, grad_norm: 6.9460 2021-07-06 11:04:37,109 - mmaction - INFO - Epoch [74][2660/3757] lr: 1.000e-02, eta: 3 days, 13:58:13, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2760, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.1724, loss: 3.4483, grad_norm: 7.0804 2021-07-06 11:04:58,978 - mmaction - INFO - Epoch [74][2680/3757] lr: 1.000e-02, eta: 3 days, 13:57:51, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.2203, top1_acc: 0.5266, top5_acc: 0.7758, loss_cls: 2.0068, loss: 3.2271, grad_norm: 6.9639 2021-07-06 11:05:20,172 - mmaction - INFO - Epoch [74][2700/3757] lr: 1.000e-02, eta: 3 days, 13:57:29, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2916, top1_acc: 0.5109, top5_acc: 0.7328, loss_cls: 2.2023, loss: 3.4938, grad_norm: 7.2285 2021-07-06 11:05:41,374 - mmaction - INFO - Epoch [74][2720/3757] lr: 1.000e-02, eta: 3 days, 13:57:07, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.2808, top1_acc: 0.5062, top5_acc: 0.7133, loss_cls: 2.2349, loss: 3.5157, grad_norm: 7.0238 2021-07-06 11:06:02,635 - mmaction - INFO - Epoch [74][2740/3757] lr: 1.000e-02, eta: 3 days, 13:56:45, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.2535, top1_acc: 0.5078, top5_acc: 0.7414, loss_cls: 2.1156, loss: 3.3691, grad_norm: 6.9894 2021-07-06 11:06:23,733 - mmaction - INFO - Epoch [74][2760/3757] lr: 1.000e-02, eta: 3 days, 13:56:23, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.3263, top1_acc: 0.4797, top5_acc: 0.7000, loss_cls: 2.3160, loss: 3.6422, grad_norm: 6.9516 2021-07-06 11:06:45,185 - mmaction - INFO - Epoch [74][2780/3757] lr: 1.000e-02, eta: 3 days, 13:56:01, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.1942, top1_acc: 0.5539, top5_acc: 0.7641, loss_cls: 2.0037, loss: 3.1979, grad_norm: 6.5744 2021-07-06 11:07:06,237 - mmaction - INFO - Epoch [74][2800/3757] lr: 1.000e-02, eta: 3 days, 13:55:39, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2356, top1_acc: 0.5266, top5_acc: 0.7461, loss_cls: 2.1277, loss: 3.3633, grad_norm: 6.8701 2021-07-06 11:07:28,301 - mmaction - INFO - Epoch [74][2820/3757] lr: 1.000e-02, eta: 3 days, 13:55:18, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.2356, top1_acc: 0.5180, top5_acc: 0.7562, loss_cls: 2.1113, loss: 3.3469, grad_norm: 6.8919 2021-07-06 11:07:49,664 - mmaction - INFO - Epoch [74][2840/3757] lr: 1.000e-02, eta: 3 days, 13:54:56, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.2653, top1_acc: 0.4938, top5_acc: 0.7383, loss_cls: 2.1769, loss: 3.4422, grad_norm: 6.9373 2021-07-06 11:08:11,003 - mmaction - INFO - Epoch [74][2860/3757] lr: 1.000e-02, eta: 3 days, 13:54:34, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.2629, top1_acc: 0.5172, top5_acc: 0.7578, loss_cls: 2.1209, loss: 3.3838, grad_norm: 6.9318 2021-07-06 11:08:32,143 - mmaction - INFO - Epoch [74][2880/3757] lr: 1.000e-02, eta: 3 days, 13:54:12, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2255, top1_acc: 0.5336, top5_acc: 0.7547, loss_cls: 2.0691, loss: 3.2945, grad_norm: 6.8659 2021-07-06 11:08:53,474 - mmaction - INFO - Epoch [74][2900/3757] lr: 1.000e-02, eta: 3 days, 13:53:50, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.2202, top1_acc: 0.5266, top5_acc: 0.7477, loss_cls: 2.0715, loss: 3.2917, grad_norm: 6.8928 2021-07-06 11:09:15,671 - mmaction - INFO - Epoch [74][2920/3757] lr: 1.000e-02, eta: 3 days, 13:53:30, time: 1.111, data_time: 0.005, memory: 6921, loss_aux: 1.2141, top1_acc: 0.5484, top5_acc: 0.7602, loss_cls: 2.0041, loss: 3.2183, grad_norm: 6.6840 2021-07-06 11:09:36,736 - mmaction - INFO - Epoch [74][2940/3757] lr: 1.000e-02, eta: 3 days, 13:53:07, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2637, top1_acc: 0.5008, top5_acc: 0.7234, loss_cls: 2.1543, loss: 3.4180, grad_norm: 6.8846 2021-07-06 11:09:57,623 - mmaction - INFO - Epoch [74][2960/3757] lr: 1.000e-02, eta: 3 days, 13:52:45, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 1.2664, top1_acc: 0.5016, top5_acc: 0.7242, loss_cls: 2.1486, loss: 3.4150, grad_norm: 7.0317 2021-07-06 11:10:18,746 - mmaction - INFO - Epoch [74][2980/3757] lr: 1.000e-02, eta: 3 days, 13:52:23, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2746, top1_acc: 0.5328, top5_acc: 0.7328, loss_cls: 2.1571, loss: 3.4317, grad_norm: 6.9318 2021-07-06 11:10:40,015 - mmaction - INFO - Epoch [74][3000/3757] lr: 1.000e-02, eta: 3 days, 13:52:01, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2644, top1_acc: 0.5195, top5_acc: 0.7336, loss_cls: 2.1401, loss: 3.4044, grad_norm: 6.8726 2021-07-06 11:11:01,407 - mmaction - INFO - Epoch [74][3020/3757] lr: 1.000e-02, eta: 3 days, 13:51:39, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.2909, top1_acc: 0.4984, top5_acc: 0.7242, loss_cls: 2.2176, loss: 3.5085, grad_norm: 7.0302 2021-07-06 11:11:22,679 - mmaction - INFO - Epoch [74][3040/3757] lr: 1.000e-02, eta: 3 days, 13:51:17, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2693, top1_acc: 0.4977, top5_acc: 0.7289, loss_cls: 2.1936, loss: 3.4628, grad_norm: 6.9256 2021-07-06 11:11:43,699 - mmaction - INFO - Epoch [74][3060/3757] lr: 1.000e-02, eta: 3 days, 13:50:55, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.2437, top1_acc: 0.5133, top5_acc: 0.7508, loss_cls: 2.0781, loss: 3.3218, grad_norm: 6.8477 2021-07-06 11:12:04,867 - mmaction - INFO - Epoch [74][3080/3757] lr: 1.000e-02, eta: 3 days, 13:50:33, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2582, top1_acc: 0.5141, top5_acc: 0.7273, loss_cls: 2.1527, loss: 3.4110, grad_norm: 6.8329 2021-07-06 11:12:25,908 - mmaction - INFO - Epoch [74][3100/3757] lr: 1.000e-02, eta: 3 days, 13:50:11, time: 1.052, data_time: 0.007, memory: 6921, loss_aux: 1.2426, top1_acc: 0.5258, top5_acc: 0.7336, loss_cls: 2.1201, loss: 3.3627, grad_norm: 6.8519 2021-07-06 11:12:47,223 - mmaction - INFO - Epoch [74][3120/3757] lr: 1.000e-02, eta: 3 days, 13:49:49, time: 1.065, data_time: 0.019, memory: 6921, loss_aux: 1.1930, top1_acc: 0.5531, top5_acc: 0.7453, loss_cls: 1.9947, loss: 3.1877, grad_norm: 6.7380 2021-07-06 11:13:08,339 - mmaction - INFO - Epoch [74][3140/3757] lr: 1.000e-02, eta: 3 days, 13:49:27, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2692, top1_acc: 0.4906, top5_acc: 0.7359, loss_cls: 2.1925, loss: 3.4618, grad_norm: 7.1711 2021-07-06 11:13:29,770 - mmaction - INFO - Epoch [74][3160/3757] lr: 1.000e-02, eta: 3 days, 13:49:05, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.2546, top1_acc: 0.5203, top5_acc: 0.7430, loss_cls: 2.0971, loss: 3.3517, grad_norm: 7.0517 2021-07-06 11:13:50,891 - mmaction - INFO - Epoch [74][3180/3757] lr: 1.000e-02, eta: 3 days, 13:48:43, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.2322, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.1139, loss: 3.3461, grad_norm: 6.9027 2021-07-06 11:14:11,938 - mmaction - INFO - Epoch [74][3200/3757] lr: 1.000e-02, eta: 3 days, 13:48:21, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.2329, top1_acc: 0.5242, top5_acc: 0.7586, loss_cls: 2.0432, loss: 3.2761, grad_norm: 6.6893 2021-07-06 11:14:33,202 - mmaction - INFO - Epoch [74][3220/3757] lr: 1.000e-02, eta: 3 days, 13:47:59, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2400, top1_acc: 0.5437, top5_acc: 0.7430, loss_cls: 2.0397, loss: 3.2797, grad_norm: 6.9022 2021-07-06 11:14:54,408 - mmaction - INFO - Epoch [74][3240/3757] lr: 1.000e-02, eta: 3 days, 13:47:37, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2639, top1_acc: 0.5258, top5_acc: 0.7422, loss_cls: 2.1515, loss: 3.4155, grad_norm: 7.0242 2021-07-06 11:15:15,467 - mmaction - INFO - Epoch [74][3260/3757] lr: 1.000e-02, eta: 3 days, 13:47:15, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.3169, top1_acc: 0.5062, top5_acc: 0.7289, loss_cls: 2.2250, loss: 3.5419, grad_norm: 7.0596 2021-07-06 11:15:36,566 - mmaction - INFO - Epoch [74][3280/3757] lr: 1.000e-02, eta: 3 days, 13:46:53, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2541, top1_acc: 0.5328, top5_acc: 0.7438, loss_cls: 2.0911, loss: 3.3452, grad_norm: 6.8025 2021-07-06 11:15:57,811 - mmaction - INFO - Epoch [74][3300/3757] lr: 1.000e-02, eta: 3 days, 13:46:31, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2576, top1_acc: 0.4906, top5_acc: 0.7398, loss_cls: 2.1441, loss: 3.4017, grad_norm: 6.9376 2021-07-06 11:16:18,966 - mmaction - INFO - Epoch [74][3320/3757] lr: 1.000e-02, eta: 3 days, 13:46:09, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2402, top1_acc: 0.5102, top5_acc: 0.7320, loss_cls: 2.1303, loss: 3.3705, grad_norm: 6.7870 2021-07-06 11:16:40,060 - mmaction - INFO - Epoch [74][3340/3757] lr: 1.000e-02, eta: 3 days, 13:45:47, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.2285, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.1224, loss: 3.3509, grad_norm: 6.7056 2021-07-06 11:17:01,077 - mmaction - INFO - Epoch [74][3360/3757] lr: 1.000e-02, eta: 3 days, 13:45:24, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2193, top1_acc: 0.5219, top5_acc: 0.7570, loss_cls: 2.0779, loss: 3.2972, grad_norm: 6.9805 2021-07-06 11:17:23,135 - mmaction - INFO - Epoch [74][3380/3757] lr: 1.000e-02, eta: 3 days, 13:45:03, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2516, top1_acc: 0.4945, top5_acc: 0.7352, loss_cls: 2.1630, loss: 3.4146, grad_norm: 6.9735 2021-07-06 11:17:44,367 - mmaction - INFO - Epoch [74][3400/3757] lr: 1.000e-02, eta: 3 days, 13:44:41, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.2481, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.1130, loss: 3.3611, grad_norm: 6.9221 2021-07-06 11:18:05,453 - mmaction - INFO - Epoch [74][3420/3757] lr: 1.000e-02, eta: 3 days, 13:44:19, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.3181, top1_acc: 0.5125, top5_acc: 0.7234, loss_cls: 2.2360, loss: 3.5541, grad_norm: 7.0323 2021-07-06 11:18:26,722 - mmaction - INFO - Epoch [74][3440/3757] lr: 1.000e-02, eta: 3 days, 13:43:57, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2581, top1_acc: 0.5078, top5_acc: 0.7336, loss_cls: 2.1396, loss: 3.3977, grad_norm: 6.7373 2021-07-06 11:18:47,729 - mmaction - INFO - Epoch [74][3460/3757] lr: 1.000e-02, eta: 3 days, 13:43:35, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2371, top1_acc: 0.5336, top5_acc: 0.7445, loss_cls: 2.1404, loss: 3.3775, grad_norm: 6.5843 2021-07-06 11:19:08,662 - mmaction - INFO - Epoch [74][3480/3757] lr: 1.000e-02, eta: 3 days, 13:43:13, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.2456, top1_acc: 0.5148, top5_acc: 0.7492, loss_cls: 2.1098, loss: 3.3555, grad_norm: 6.8083 2021-07-06 11:19:29,967 - mmaction - INFO - Epoch [74][3500/3757] lr: 1.000e-02, eta: 3 days, 13:42:51, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2344, top1_acc: 0.5188, top5_acc: 0.7438, loss_cls: 2.0956, loss: 3.3300, grad_norm: 6.8853 2021-07-06 11:19:51,613 - mmaction - INFO - Epoch [74][3520/3757] lr: 1.000e-02, eta: 3 days, 13:42:29, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.2096, top1_acc: 0.5188, top5_acc: 0.7359, loss_cls: 2.0663, loss: 3.2760, grad_norm: 6.8205 2021-07-06 11:20:12,770 - mmaction - INFO - Epoch [74][3540/3757] lr: 1.000e-02, eta: 3 days, 13:42:07, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.2338, top1_acc: 0.5234, top5_acc: 0.7438, loss_cls: 2.0894, loss: 3.3232, grad_norm: 6.8527 2021-07-06 11:20:34,077 - mmaction - INFO - Epoch [74][3560/3757] lr: 1.000e-02, eta: 3 days, 13:41:45, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.2617, top1_acc: 0.5016, top5_acc: 0.7500, loss_cls: 2.1230, loss: 3.3847, grad_norm: 6.9544 2021-07-06 11:20:55,786 - mmaction - INFO - Epoch [74][3580/3757] lr: 1.000e-02, eta: 3 days, 13:41:24, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.2290, top1_acc: 0.5266, top5_acc: 0.7430, loss_cls: 2.1199, loss: 3.3489, grad_norm: 6.8716 2021-07-06 11:21:17,042 - mmaction - INFO - Epoch [74][3600/3757] lr: 1.000e-02, eta: 3 days, 13:41:02, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2866, top1_acc: 0.5047, top5_acc: 0.7297, loss_cls: 2.2221, loss: 3.5087, grad_norm: 6.9048 2021-07-06 11:21:38,874 - mmaction - INFO - Epoch [74][3620/3757] lr: 1.000e-02, eta: 3 days, 13:40:41, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.2820, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.2217, loss: 3.5037, grad_norm: 7.0089 2021-07-06 11:21:59,999 - mmaction - INFO - Epoch [74][3640/3757] lr: 1.000e-02, eta: 3 days, 13:40:19, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2574, top1_acc: 0.5055, top5_acc: 0.7195, loss_cls: 2.1832, loss: 3.4406, grad_norm: 6.8149 2021-07-06 11:22:21,051 - mmaction - INFO - Epoch [74][3660/3757] lr: 1.000e-02, eta: 3 days, 13:39:56, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.2721, top1_acc: 0.5109, top5_acc: 0.7367, loss_cls: 2.1613, loss: 3.4335, grad_norm: 6.9868 2021-07-06 11:22:42,097 - mmaction - INFO - Epoch [74][3680/3757] lr: 1.000e-02, eta: 3 days, 13:39:34, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.2356, top1_acc: 0.5211, top5_acc: 0.7320, loss_cls: 2.1249, loss: 3.3605, grad_norm: 6.7233 2021-07-06 11:23:03,237 - mmaction - INFO - Epoch [74][3700/3757] lr: 1.000e-02, eta: 3 days, 13:39:12, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2697, top1_acc: 0.4945, top5_acc: 0.7383, loss_cls: 2.1919, loss: 3.4616, grad_norm: 7.1669 2021-07-06 11:23:24,536 - mmaction - INFO - Epoch [74][3720/3757] lr: 1.000e-02, eta: 3 days, 13:38:50, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.2592, top1_acc: 0.5094, top5_acc: 0.7469, loss_cls: 2.1058, loss: 3.3649, grad_norm: 6.9358 2021-07-06 11:23:45,647 - mmaction - INFO - Epoch [74][3740/3757] lr: 1.000e-02, eta: 3 days, 13:38:28, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.2326, top1_acc: 0.5203, top5_acc: 0.7469, loss_cls: 2.1233, loss: 3.3559, grad_norm: 6.9476 2021-07-06 11:24:04,171 - mmaction - INFO - Saving checkpoint at 74 epochs 2021-07-06 11:25:07,025 - mmaction - INFO - Epoch [75][20/3757] lr: 1.000e-02, eta: 3 days, 13:38:10, time: 3.063, data_time: 2.029, memory: 6921, loss_aux: 1.2448, top1_acc: 0.5289, top5_acc: 0.7430, loss_cls: 2.0694, loss: 3.3142, grad_norm: 6.6385 2021-07-06 11:25:28,554 - mmaction - INFO - Epoch [75][40/3757] lr: 1.000e-02, eta: 3 days, 13:37:49, time: 1.078, data_time: 0.006, memory: 6921, loss_aux: 1.2079, top1_acc: 0.5344, top5_acc: 0.7656, loss_cls: 2.0083, loss: 3.2162, grad_norm: 6.8012 2021-07-06 11:25:50,257 - mmaction - INFO - Epoch [75][60/3757] lr: 1.000e-02, eta: 3 days, 13:37:27, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.2698, top1_acc: 0.5211, top5_acc: 0.7391, loss_cls: 2.1753, loss: 3.4451, grad_norm: 6.7949 2021-07-06 11:26:11,503 - mmaction - INFO - Epoch [75][80/3757] lr: 1.000e-02, eta: 3 days, 13:37:05, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.1795, top1_acc: 0.5586, top5_acc: 0.7719, loss_cls: 1.9210, loss: 3.1005, grad_norm: 6.7644 2021-07-06 11:26:33,124 - mmaction - INFO - Epoch [75][100/3757] lr: 1.000e-02, eta: 3 days, 13:36:44, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.3163, top1_acc: 0.4844, top5_acc: 0.7352, loss_cls: 2.2201, loss: 3.5364, grad_norm: 7.2927 2021-07-06 11:26:54,331 - mmaction - INFO - Epoch [75][120/3757] lr: 1.000e-02, eta: 3 days, 13:36:22, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.2278, top1_acc: 0.5297, top5_acc: 0.7594, loss_cls: 2.0500, loss: 3.2778, grad_norm: 6.7194 2021-07-06 11:27:16,057 - mmaction - INFO - Epoch [75][140/3757] lr: 1.000e-02, eta: 3 days, 13:36:00, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.2697, top1_acc: 0.5070, top5_acc: 0.7297, loss_cls: 2.1453, loss: 3.4149, grad_norm: 7.2936 2021-07-06 11:27:37,084 - mmaction - INFO - Epoch [75][160/3757] lr: 1.000e-02, eta: 3 days, 13:35:38, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.2177, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.0666, loss: 3.2844, grad_norm: 7.0433 2021-07-06 11:27:58,205 - mmaction - INFO - Epoch [75][180/3757] lr: 1.000e-02, eta: 3 days, 13:35:16, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.2261, top1_acc: 0.5414, top5_acc: 0.7609, loss_cls: 2.0184, loss: 3.2445, grad_norm: 6.6429 2021-07-06 11:28:19,411 - mmaction - INFO - Epoch [75][200/3757] lr: 1.000e-02, eta: 3 days, 13:34:54, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.2328, top1_acc: 0.5156, top5_acc: 0.7422, loss_cls: 2.1383, loss: 3.3711, grad_norm: 6.9578 2021-07-06 11:28:41,538 - mmaction - INFO - Epoch [75][220/3757] lr: 1.000e-02, eta: 3 days, 13:34:33, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 1.2204, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0682, loss: 3.2885, grad_norm: 6.9290 2021-07-06 11:29:02,877 - mmaction - INFO - Epoch [75][240/3757] lr: 1.000e-02, eta: 3 days, 13:34:11, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2021, top1_acc: 0.5437, top5_acc: 0.7547, loss_cls: 2.0094, loss: 3.2115, grad_norm: 6.6745 2021-07-06 11:29:23,967 - mmaction - INFO - Epoch [75][260/3757] lr: 1.000e-02, eta: 3 days, 13:33:49, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2245, top1_acc: 0.5391, top5_acc: 0.7555, loss_cls: 2.0348, loss: 3.2593, grad_norm: 6.8653 2021-07-06 11:29:44,968 - mmaction - INFO - Epoch [75][280/3757] lr: 1.000e-02, eta: 3 days, 13:33:27, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.2022, top1_acc: 0.5219, top5_acc: 0.7625, loss_cls: 2.0345, loss: 3.2367, grad_norm: 6.8558 2021-07-06 11:30:07,841 - mmaction - INFO - Epoch [75][300/3757] lr: 1.000e-02, eta: 3 days, 13:33:06, time: 1.144, data_time: 0.002, memory: 6921, loss_aux: 1.1964, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0043, loss: 3.2007, grad_norm: 6.6862 2021-07-06 11:30:28,870 - mmaction - INFO - Epoch [75][320/3757] lr: 1.000e-02, eta: 3 days, 13:32:44, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2592, top1_acc: 0.5156, top5_acc: 0.7469, loss_cls: 2.1230, loss: 3.3822, grad_norm: 6.8133 2021-07-06 11:30:49,897 - mmaction - INFO - Epoch [75][340/3757] lr: 1.000e-02, eta: 3 days, 13:32:22, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.2534, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.1234, loss: 3.3768, grad_norm: 6.9669 2021-07-06 11:31:10,907 - mmaction - INFO - Epoch [75][360/3757] lr: 1.000e-02, eta: 3 days, 13:32:00, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.1878, top1_acc: 0.5375, top5_acc: 0.7508, loss_cls: 2.0205, loss: 3.2083, grad_norm: 6.5574 2021-07-06 11:31:32,624 - mmaction - INFO - Epoch [75][380/3757] lr: 1.000e-02, eta: 3 days, 13:31:38, time: 1.086, data_time: 0.036, memory: 6921, loss_aux: 1.2460, top1_acc: 0.5289, top5_acc: 0.7523, loss_cls: 2.0785, loss: 3.3245, grad_norm: 6.8422 2021-07-06 11:31:53,906 - mmaction - INFO - Epoch [75][400/3757] lr: 1.000e-02, eta: 3 days, 13:31:16, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.2446, top1_acc: 0.5016, top5_acc: 0.7438, loss_cls: 2.1043, loss: 3.3489, grad_norm: 7.0162 2021-07-06 11:32:15,131 - mmaction - INFO - Epoch [75][420/3757] lr: 1.000e-02, eta: 3 days, 13:30:54, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2183, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.0697, loss: 3.2880, grad_norm: 6.7733 2021-07-06 11:32:36,056 - mmaction - INFO - Epoch [75][440/3757] lr: 1.000e-02, eta: 3 days, 13:30:32, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.2387, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0304, loss: 3.2691, grad_norm: 6.7271 2021-07-06 11:32:57,414 - mmaction - INFO - Epoch [75][460/3757] lr: 1.000e-02, eta: 3 days, 13:30:10, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.2189, top1_acc: 0.5312, top5_acc: 0.7391, loss_cls: 2.0801, loss: 3.2990, grad_norm: 6.7626 2021-07-06 11:33:19,343 - mmaction - INFO - Epoch [75][480/3757] lr: 1.000e-02, eta: 3 days, 13:29:49, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.2593, top1_acc: 0.5172, top5_acc: 0.7422, loss_cls: 2.1260, loss: 3.3853, grad_norm: 6.9501 2021-07-06 11:33:41,052 - mmaction - INFO - Epoch [75][500/3757] lr: 1.000e-02, eta: 3 days, 13:29:28, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.2278, top1_acc: 0.5203, top5_acc: 0.7570, loss_cls: 2.0580, loss: 3.2858, grad_norm: 6.7948 2021-07-06 11:34:02,067 - mmaction - INFO - Epoch [75][520/3757] lr: 1.000e-02, eta: 3 days, 13:29:05, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2139, top1_acc: 0.5250, top5_acc: 0.7633, loss_cls: 2.0291, loss: 3.2430, grad_norm: 7.0145 2021-07-06 11:34:23,819 - mmaction - INFO - Epoch [75][540/3757] lr: 1.000e-02, eta: 3 days, 13:28:44, time: 1.086, data_time: 0.001, memory: 6921, loss_aux: 1.1941, top1_acc: 0.5437, top5_acc: 0.7594, loss_cls: 2.0360, loss: 3.2301, grad_norm: 6.8214 2021-07-06 11:34:44,880 - mmaction - INFO - Epoch [75][560/3757] lr: 1.000e-02, eta: 3 days, 13:28:22, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2631, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.1367, loss: 3.3998, grad_norm: 7.1745 2021-07-06 11:35:05,983 - mmaction - INFO - Epoch [75][580/3757] lr: 1.000e-02, eta: 3 days, 13:28:00, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.2453, top1_acc: 0.5234, top5_acc: 0.7500, loss_cls: 2.1076, loss: 3.3529, grad_norm: 6.9634 2021-07-06 11:35:27,120 - mmaction - INFO - Epoch [75][600/3757] lr: 1.000e-02, eta: 3 days, 13:27:38, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2304, top1_acc: 0.5062, top5_acc: 0.7539, loss_cls: 2.0861, loss: 3.3165, grad_norm: 7.0011 2021-07-06 11:35:48,383 - mmaction - INFO - Epoch [75][620/3757] lr: 1.000e-02, eta: 3 days, 13:27:16, time: 1.061, data_time: 0.017, memory: 6921, loss_aux: 1.2022, top1_acc: 0.5133, top5_acc: 0.7359, loss_cls: 2.0904, loss: 3.2926, grad_norm: 6.9814 2021-07-06 11:36:10,172 - mmaction - INFO - Epoch [75][640/3757] lr: 1.000e-02, eta: 3 days, 13:26:54, time: 1.089, data_time: 0.042, memory: 6921, loss_aux: 1.2320, top1_acc: 0.5305, top5_acc: 0.7508, loss_cls: 2.0856, loss: 3.3176, grad_norm: 6.8143 2021-07-06 11:36:31,347 - mmaction - INFO - Epoch [75][660/3757] lr: 1.000e-02, eta: 3 days, 13:26:32, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.2224, top1_acc: 0.5164, top5_acc: 0.7594, loss_cls: 2.0421, loss: 3.2645, grad_norm: 6.7861 2021-07-06 11:36:52,729 - mmaction - INFO - Epoch [75][680/3757] lr: 1.000e-02, eta: 3 days, 13:26:10, time: 1.067, data_time: 0.014, memory: 6921, loss_aux: 1.2470, top1_acc: 0.5289, top5_acc: 0.7367, loss_cls: 2.0984, loss: 3.3454, grad_norm: 6.7532 2021-07-06 11:37:14,284 - mmaction - INFO - Epoch [75][700/3757] lr: 1.000e-02, eta: 3 days, 13:25:49, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2685, top1_acc: 0.5125, top5_acc: 0.7344, loss_cls: 2.1630, loss: 3.4315, grad_norm: 6.9789 2021-07-06 11:37:35,462 - mmaction - INFO - Epoch [75][720/3757] lr: 1.000e-02, eta: 3 days, 13:25:27, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2118, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0346, loss: 3.2465, grad_norm: 6.8913 2021-07-06 11:37:56,615 - mmaction - INFO - Epoch [75][740/3757] lr: 1.000e-02, eta: 3 days, 13:25:05, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2541, top1_acc: 0.5133, top5_acc: 0.7484, loss_cls: 2.1061, loss: 3.3602, grad_norm: 7.0826 2021-07-06 11:38:18,266 - mmaction - INFO - Epoch [75][760/3757] lr: 1.000e-02, eta: 3 days, 13:24:43, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.2335, top1_acc: 0.5297, top5_acc: 0.7539, loss_cls: 2.0453, loss: 3.2788, grad_norm: 6.8618 2021-07-06 11:38:39,573 - mmaction - INFO - Epoch [75][780/3757] lr: 1.000e-02, eta: 3 days, 13:24:21, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.2442, top1_acc: 0.5195, top5_acc: 0.7422, loss_cls: 2.0968, loss: 3.3410, grad_norm: 6.9937 2021-07-06 11:39:00,759 - mmaction - INFO - Epoch [75][800/3757] lr: 1.000e-02, eta: 3 days, 13:23:59, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.2808, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1913, loss: 3.4721, grad_norm: 7.0408 2021-07-06 11:39:22,320 - mmaction - INFO - Epoch [75][820/3757] lr: 1.000e-02, eta: 3 days, 13:23:38, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.1981, top1_acc: 0.5422, top5_acc: 0.7523, loss_cls: 2.0443, loss: 3.2424, grad_norm: 6.6257 2021-07-06 11:39:43,427 - mmaction - INFO - Epoch [75][840/3757] lr: 1.000e-02, eta: 3 days, 13:23:16, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.2322, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0362, loss: 3.2683, grad_norm: 6.9479 2021-07-06 11:40:04,992 - mmaction - INFO - Epoch [75][860/3757] lr: 1.000e-02, eta: 3 days, 13:22:54, time: 1.078, data_time: 0.028, memory: 6921, loss_aux: 1.2675, top1_acc: 0.5219, top5_acc: 0.7555, loss_cls: 2.0869, loss: 3.3544, grad_norm: 6.7197 2021-07-06 11:40:26,068 - mmaction - INFO - Epoch [75][880/3757] lr: 1.000e-02, eta: 3 days, 13:22:32, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2171, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0267, loss: 3.2438, grad_norm: 6.7960 2021-07-06 11:40:48,824 - mmaction - INFO - Epoch [75][900/3757] lr: 1.000e-02, eta: 3 days, 13:22:11, time: 1.137, data_time: 0.003, memory: 6921, loss_aux: 1.2547, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1581, loss: 3.4128, grad_norm: 7.1218 2021-07-06 11:41:09,723 - mmaction - INFO - Epoch [75][920/3757] lr: 1.000e-02, eta: 3 days, 13:21:49, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.1704, top1_acc: 0.5414, top5_acc: 0.7773, loss_cls: 1.9601, loss: 3.1305, grad_norm: 6.7710 2021-07-06 11:41:30,681 - mmaction - INFO - Epoch [75][940/3757] lr: 1.000e-02, eta: 3 days, 13:21:27, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.2045, top1_acc: 0.5297, top5_acc: 0.7484, loss_cls: 2.0553, loss: 3.2598, grad_norm: 7.0291 2021-07-06 11:41:52,448 - mmaction - INFO - Epoch [75][960/3757] lr: 1.000e-02, eta: 3 days, 13:21:05, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2568, top1_acc: 0.5367, top5_acc: 0.7438, loss_cls: 2.0848, loss: 3.3417, grad_norm: 6.9650 2021-07-06 11:42:13,676 - mmaction - INFO - Epoch [75][980/3757] lr: 1.000e-02, eta: 3 days, 13:20:44, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.1956, top1_acc: 0.5125, top5_acc: 0.7523, loss_cls: 2.0480, loss: 3.2436, grad_norm: 6.9094 2021-07-06 11:42:34,756 - mmaction - INFO - Epoch [75][1000/3757] lr: 1.000e-02, eta: 3 days, 13:20:21, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2927, top1_acc: 0.5086, top5_acc: 0.7297, loss_cls: 2.2071, loss: 3.4998, grad_norm: 7.0959 2021-07-06 11:42:55,937 - mmaction - INFO - Epoch [75][1020/3757] lr: 1.000e-02, eta: 3 days, 13:19:59, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2635, top1_acc: 0.4883, top5_acc: 0.7320, loss_cls: 2.1820, loss: 3.4455, grad_norm: 7.1943 2021-07-06 11:43:16,951 - mmaction - INFO - Epoch [75][1040/3757] lr: 1.000e-02, eta: 3 days, 13:19:37, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.2378, top1_acc: 0.5203, top5_acc: 0.7492, loss_cls: 2.1195, loss: 3.3573, grad_norm: 6.7813 2021-07-06 11:43:38,048 - mmaction - INFO - Epoch [75][1060/3757] lr: 1.000e-02, eta: 3 days, 13:19:15, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2694, top1_acc: 0.5180, top5_acc: 0.7492, loss_cls: 2.1234, loss: 3.3928, grad_norm: 6.8492 2021-07-06 11:43:59,589 - mmaction - INFO - Epoch [75][1080/3757] lr: 1.000e-02, eta: 3 days, 13:18:53, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.2664, top1_acc: 0.5039, top5_acc: 0.7461, loss_cls: 2.1280, loss: 3.3943, grad_norm: 6.9917 2021-07-06 11:44:20,833 - mmaction - INFO - Epoch [75][1100/3757] lr: 1.000e-02, eta: 3 days, 13:18:31, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.2255, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0487, loss: 3.2743, grad_norm: 6.8294 2021-07-06 11:44:42,230 - mmaction - INFO - Epoch [75][1120/3757] lr: 1.000e-02, eta: 3 days, 13:18:10, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.1920, top1_acc: 0.5398, top5_acc: 0.7500, loss_cls: 2.0225, loss: 3.2145, grad_norm: 6.7156 2021-07-06 11:45:03,519 - mmaction - INFO - Epoch [75][1140/3757] lr: 1.000e-02, eta: 3 days, 13:17:48, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.2050, top1_acc: 0.5500, top5_acc: 0.7539, loss_cls: 2.0417, loss: 3.2467, grad_norm: 6.7671 2021-07-06 11:45:24,781 - mmaction - INFO - Epoch [75][1160/3757] lr: 1.000e-02, eta: 3 days, 13:17:26, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2272, top1_acc: 0.5445, top5_acc: 0.7562, loss_cls: 2.0328, loss: 3.2601, grad_norm: 6.8247 2021-07-06 11:45:45,650 - mmaction - INFO - Epoch [75][1180/3757] lr: 1.000e-02, eta: 3 days, 13:17:04, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 1.2573, top1_acc: 0.5148, top5_acc: 0.7305, loss_cls: 2.1374, loss: 3.3947, grad_norm: 6.8641 2021-07-06 11:46:06,807 - mmaction - INFO - Epoch [75][1200/3757] lr: 1.000e-02, eta: 3 days, 13:16:41, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2800, top1_acc: 0.5125, top5_acc: 0.7359, loss_cls: 2.1519, loss: 3.4319, grad_norm: 7.0953 2021-07-06 11:46:27,788 - mmaction - INFO - Epoch [75][1220/3757] lr: 1.000e-02, eta: 3 days, 13:16:19, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.2733, top1_acc: 0.5203, top5_acc: 0.7375, loss_cls: 2.1514, loss: 3.4247, grad_norm: 6.9404 2021-07-06 11:46:49,347 - mmaction - INFO - Epoch [75][1240/3757] lr: 1.000e-02, eta: 3 days, 13:15:58, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.2007, top1_acc: 0.5437, top5_acc: 0.7602, loss_cls: 2.0151, loss: 3.2158, grad_norm: 6.9280 2021-07-06 11:47:10,498 - mmaction - INFO - Epoch [75][1260/3757] lr: 1.000e-02, eta: 3 days, 13:15:36, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2990, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.2422, loss: 3.5412, grad_norm: 7.0445 2021-07-06 11:47:32,280 - mmaction - INFO - Epoch [75][1280/3757] lr: 1.000e-02, eta: 3 days, 13:15:14, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.2635, top1_acc: 0.5172, top5_acc: 0.7375, loss_cls: 2.1415, loss: 3.4050, grad_norm: 6.7642 2021-07-06 11:47:54,867 - mmaction - INFO - Epoch [75][1300/3757] lr: 1.000e-02, eta: 3 days, 13:14:54, time: 1.129, data_time: 0.001, memory: 6921, loss_aux: 1.2387, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0467, loss: 3.2854, grad_norm: 6.7269 2021-07-06 11:48:15,554 - mmaction - INFO - Epoch [75][1320/3757] lr: 1.000e-02, eta: 3 days, 13:14:31, time: 1.033, data_time: 0.004, memory: 6921, loss_aux: 1.2157, top1_acc: 0.5227, top5_acc: 0.7477, loss_cls: 2.0551, loss: 3.2708, grad_norm: 6.6300 2021-07-06 11:48:36,754 - mmaction - INFO - Epoch [75][1340/3757] lr: 1.000e-02, eta: 3 days, 13:14:09, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2677, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1578, loss: 3.4255, grad_norm: 6.8830 2021-07-06 11:48:57,755 - mmaction - INFO - Epoch [75][1360/3757] lr: 1.000e-02, eta: 3 days, 13:13:47, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2837, top1_acc: 0.5180, top5_acc: 0.7367, loss_cls: 2.1283, loss: 3.4121, grad_norm: 6.8937 2021-07-06 11:49:19,760 - mmaction - INFO - Epoch [75][1380/3757] lr: 1.000e-02, eta: 3 days, 13:13:26, time: 1.100, data_time: 0.001, memory: 6921, loss_aux: 1.2463, top1_acc: 0.5047, top5_acc: 0.7266, loss_cls: 2.1671, loss: 3.4134, grad_norm: 6.9429 2021-07-06 11:49:41,060 - mmaction - INFO - Epoch [75][1400/3757] lr: 1.000e-02, eta: 3 days, 13:13:04, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.1913, top1_acc: 0.5352, top5_acc: 0.7578, loss_cls: 2.0401, loss: 3.2314, grad_norm: 6.7491 2021-07-06 11:50:02,414 - mmaction - INFO - Epoch [75][1420/3757] lr: 1.000e-02, eta: 3 days, 13:12:42, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2537, top1_acc: 0.5203, top5_acc: 0.7375, loss_cls: 2.1257, loss: 3.3794, grad_norm: 6.7233 2021-07-06 11:50:23,589 - mmaction - INFO - Epoch [75][1440/3757] lr: 1.000e-02, eta: 3 days, 13:12:20, time: 1.059, data_time: 0.008, memory: 6921, loss_aux: 1.2087, top1_acc: 0.5281, top5_acc: 0.7711, loss_cls: 2.0507, loss: 3.2594, grad_norm: 6.7910 2021-07-06 11:50:44,987 - mmaction - INFO - Epoch [75][1460/3757] lr: 1.000e-02, eta: 3 days, 13:11:58, time: 1.068, data_time: 0.018, memory: 6921, loss_aux: 1.2531, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.1788, loss: 3.4319, grad_norm: 6.8075 2021-07-06 11:51:06,223 - mmaction - INFO - Epoch [75][1480/3757] lr: 1.000e-02, eta: 3 days, 13:11:36, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2494, top1_acc: 0.5305, top5_acc: 0.7492, loss_cls: 2.0876, loss: 3.3370, grad_norm: 6.8442 2021-07-06 11:51:27,932 - mmaction - INFO - Epoch [75][1500/3757] lr: 1.000e-02, eta: 3 days, 13:11:15, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.2174, top1_acc: 0.5352, top5_acc: 0.7469, loss_cls: 2.0870, loss: 3.3044, grad_norm: 6.7728 2021-07-06 11:51:49,047 - mmaction - INFO - Epoch [75][1520/3757] lr: 1.000e-02, eta: 3 days, 13:10:53, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2656, top1_acc: 0.5148, top5_acc: 0.7430, loss_cls: 2.1174, loss: 3.3830, grad_norm: 6.8357 2021-07-06 11:52:10,137 - mmaction - INFO - Epoch [75][1540/3757] lr: 1.000e-02, eta: 3 days, 13:10:31, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2327, top1_acc: 0.5281, top5_acc: 0.7414, loss_cls: 2.1129, loss: 3.3456, grad_norm: 6.9265 2021-07-06 11:52:31,577 - mmaction - INFO - Epoch [75][1560/3757] lr: 1.000e-02, eta: 3 days, 13:10:09, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.1932, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0172, loss: 3.2105, grad_norm: 7.0148 2021-07-06 11:52:52,889 - mmaction - INFO - Epoch [75][1580/3757] lr: 1.000e-02, eta: 3 days, 13:09:47, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.2430, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.1362, loss: 3.3792, grad_norm: 7.0685 2021-07-06 11:53:14,037 - mmaction - INFO - Epoch [75][1600/3757] lr: 1.000e-02, eta: 3 days, 13:09:25, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2256, top1_acc: 0.5297, top5_acc: 0.7336, loss_cls: 2.0798, loss: 3.3054, grad_norm: 6.7035 2021-07-06 11:53:35,082 - mmaction - INFO - Epoch [75][1620/3757] lr: 1.000e-02, eta: 3 days, 13:09:03, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.2200, top1_acc: 0.5172, top5_acc: 0.7547, loss_cls: 2.0979, loss: 3.3179, grad_norm: 7.2222 2021-07-06 11:53:56,274 - mmaction - INFO - Epoch [75][1640/3757] lr: 1.000e-02, eta: 3 days, 13:08:41, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2832, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0936, loss: 3.3768, grad_norm: 6.9674 2021-07-06 11:54:18,301 - mmaction - INFO - Epoch [75][1660/3757] lr: 1.000e-02, eta: 3 days, 13:08:20, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.2352, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.0892, loss: 3.3245, grad_norm: 6.9895 2021-07-06 11:54:39,474 - mmaction - INFO - Epoch [75][1680/3757] lr: 1.000e-02, eta: 3 days, 13:07:57, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2068, top1_acc: 0.5375, top5_acc: 0.7609, loss_cls: 2.0639, loss: 3.2707, grad_norm: 6.9945 2021-07-06 11:55:00,657 - mmaction - INFO - Epoch [75][1700/3757] lr: 1.000e-02, eta: 3 days, 13:07:35, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2084, top1_acc: 0.5422, top5_acc: 0.7469, loss_cls: 2.0353, loss: 3.2437, grad_norm: 6.6110 2021-07-06 11:55:21,881 - mmaction - INFO - Epoch [75][1720/3757] lr: 1.000e-02, eta: 3 days, 13:07:14, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2603, top1_acc: 0.5109, top5_acc: 0.7352, loss_cls: 2.1378, loss: 3.3982, grad_norm: 6.8082 2021-07-06 11:55:43,057 - mmaction - INFO - Epoch [75][1740/3757] lr: 1.000e-02, eta: 3 days, 13:06:52, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2373, top1_acc: 0.5109, top5_acc: 0.7539, loss_cls: 2.1110, loss: 3.3483, grad_norm: 6.8759 2021-07-06 11:56:04,347 - mmaction - INFO - Epoch [75][1760/3757] lr: 1.000e-02, eta: 3 days, 13:06:30, time: 1.065, data_time: 0.012, memory: 6921, loss_aux: 1.2262, top1_acc: 0.5328, top5_acc: 0.7531, loss_cls: 2.0681, loss: 3.2943, grad_norm: 6.8944 2021-07-06 11:56:25,600 - mmaction - INFO - Epoch [75][1780/3757] lr: 1.000e-02, eta: 3 days, 13:06:08, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.2407, top1_acc: 0.5227, top5_acc: 0.7531, loss_cls: 2.1181, loss: 3.3589, grad_norm: 7.0857 2021-07-06 11:56:47,182 - mmaction - INFO - Epoch [75][1800/3757] lr: 1.000e-02, eta: 3 days, 13:05:46, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.2035, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0471, loss: 3.2506, grad_norm: 7.1153 2021-07-06 11:57:08,205 - mmaction - INFO - Epoch [75][1820/3757] lr: 1.000e-02, eta: 3 days, 13:05:24, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.2604, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1542, loss: 3.4145, grad_norm: 7.0746 2021-07-06 11:57:30,156 - mmaction - INFO - Epoch [75][1840/3757] lr: 1.000e-02, eta: 3 days, 13:05:03, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.2479, top1_acc: 0.5156, top5_acc: 0.7328, loss_cls: 2.1576, loss: 3.4055, grad_norm: 7.0300 2021-07-06 11:57:50,850 - mmaction - INFO - Epoch [75][1860/3757] lr: 1.000e-02, eta: 3 days, 13:04:40, time: 1.034, data_time: 0.002, memory: 6921, loss_aux: 1.2513, top1_acc: 0.5234, top5_acc: 0.7469, loss_cls: 2.1117, loss: 3.3630, grad_norm: 6.9666 2021-07-06 11:58:12,090 - mmaction - INFO - Epoch [75][1880/3757] lr: 1.000e-02, eta: 3 days, 13:04:18, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2858, top1_acc: 0.5164, top5_acc: 0.7273, loss_cls: 2.1485, loss: 3.4343, grad_norm: 6.9022 2021-07-06 11:58:33,630 - mmaction - INFO - Epoch [75][1900/3757] lr: 1.000e-02, eta: 3 days, 13:03:57, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.2625, top1_acc: 0.5219, top5_acc: 0.7531, loss_cls: 2.1186, loss: 3.3811, grad_norm: 6.8401 2021-07-06 11:58:54,837 - mmaction - INFO - Epoch [75][1920/3757] lr: 1.000e-02, eta: 3 days, 13:03:35, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2298, top1_acc: 0.5195, top5_acc: 0.7547, loss_cls: 2.0576, loss: 3.2873, grad_norm: 6.7789 2021-07-06 11:59:16,768 - mmaction - INFO - Epoch [75][1940/3757] lr: 1.000e-02, eta: 3 days, 13:03:13, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.2786, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2186, loss: 3.4972, grad_norm: 7.1730 2021-07-06 11:59:37,606 - mmaction - INFO - Epoch [75][1960/3757] lr: 1.000e-02, eta: 3 days, 13:02:51, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.3040, top1_acc: 0.4961, top5_acc: 0.7141, loss_cls: 2.2643, loss: 3.5683, grad_norm: 7.0739 2021-07-06 11:59:58,743 - mmaction - INFO - Epoch [75][1980/3757] lr: 1.000e-02, eta: 3 days, 13:02:29, time: 1.057, data_time: 0.012, memory: 6921, loss_aux: 1.2957, top1_acc: 0.4930, top5_acc: 0.7383, loss_cls: 2.2153, loss: 3.5110, grad_norm: 7.0430 2021-07-06 12:00:19,865 - mmaction - INFO - Epoch [75][2000/3757] lr: 1.000e-02, eta: 3 days, 13:02:07, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2084, top1_acc: 0.5203, top5_acc: 0.7742, loss_cls: 2.0325, loss: 3.2409, grad_norm: 6.8847 2021-07-06 12:00:41,366 - mmaction - INFO - Epoch [75][2020/3757] lr: 1.000e-02, eta: 3 days, 13:01:45, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.2572, top1_acc: 0.5234, top5_acc: 0.7422, loss_cls: 2.1140, loss: 3.3712, grad_norm: 6.9450 2021-07-06 12:01:02,597 - mmaction - INFO - Epoch [75][2040/3757] lr: 1.000e-02, eta: 3 days, 13:01:23, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2493, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.1268, loss: 3.3760, grad_norm: 6.8715 2021-07-06 12:01:23,954 - mmaction - INFO - Epoch [75][2060/3757] lr: 1.000e-02, eta: 3 days, 13:01:01, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.2711, top1_acc: 0.5031, top5_acc: 0.7273, loss_cls: 2.1885, loss: 3.4596, grad_norm: 6.9886 2021-07-06 12:01:44,978 - mmaction - INFO - Epoch [75][2080/3757] lr: 1.000e-02, eta: 3 days, 13:00:39, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.2512, top1_acc: 0.5180, top5_acc: 0.7359, loss_cls: 2.1262, loss: 3.3774, grad_norm: 6.7593 2021-07-06 12:02:06,350 - mmaction - INFO - Epoch [75][2100/3757] lr: 1.000e-02, eta: 3 days, 13:00:17, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2701, top1_acc: 0.5078, top5_acc: 0.7438, loss_cls: 2.1588, loss: 3.4289, grad_norm: 7.1001 2021-07-06 12:02:27,519 - mmaction - INFO - Epoch [75][2120/3757] lr: 1.000e-02, eta: 3 days, 12:59:55, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.3087, top1_acc: 0.4953, top5_acc: 0.7227, loss_cls: 2.2398, loss: 3.5485, grad_norm: 7.0502 2021-07-06 12:02:48,592 - mmaction - INFO - Epoch [75][2140/3757] lr: 1.000e-02, eta: 3 days, 12:59:33, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.2636, top1_acc: 0.5086, top5_acc: 0.7438, loss_cls: 2.1741, loss: 3.4377, grad_norm: 6.7545 2021-07-06 12:03:09,945 - mmaction - INFO - Epoch [75][2160/3757] lr: 1.000e-02, eta: 3 days, 12:59:11, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2319, top1_acc: 0.5336, top5_acc: 0.7398, loss_cls: 2.0998, loss: 3.3317, grad_norm: 6.7203 2021-07-06 12:03:31,115 - mmaction - INFO - Epoch [75][2180/3757] lr: 1.000e-02, eta: 3 days, 12:58:49, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2838, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2109, loss: 3.4947, grad_norm: 7.0103 2021-07-06 12:03:52,387 - mmaction - INFO - Epoch [75][2200/3757] lr: 1.000e-02, eta: 3 days, 12:58:27, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.2291, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0963, loss: 3.3253, grad_norm: 6.8205 2021-07-06 12:04:13,458 - mmaction - INFO - Epoch [75][2220/3757] lr: 1.000e-02, eta: 3 days, 12:58:05, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.1792, top1_acc: 0.5422, top5_acc: 0.7656, loss_cls: 2.0011, loss: 3.1803, grad_norm: 6.6281 2021-07-06 12:04:35,155 - mmaction - INFO - Epoch [75][2240/3757] lr: 1.000e-02, eta: 3 days, 12:57:44, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.2682, top1_acc: 0.5133, top5_acc: 0.7383, loss_cls: 2.1299, loss: 3.3981, grad_norm: 6.7926 2021-07-06 12:04:56,462 - mmaction - INFO - Epoch [75][2260/3757] lr: 1.000e-02, eta: 3 days, 12:57:22, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2481, top1_acc: 0.5188, top5_acc: 0.7391, loss_cls: 2.1277, loss: 3.3758, grad_norm: 6.8799 2021-07-06 12:05:17,329 - mmaction - INFO - Epoch [75][2280/3757] lr: 1.000e-02, eta: 3 days, 12:57:00, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.2679, top1_acc: 0.5039, top5_acc: 0.7367, loss_cls: 2.1540, loss: 3.4219, grad_norm: 7.0261 2021-07-06 12:05:38,854 - mmaction - INFO - Epoch [75][2300/3757] lr: 1.000e-02, eta: 3 days, 12:56:38, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2762, top1_acc: 0.5070, top5_acc: 0.7516, loss_cls: 2.1524, loss: 3.4286, grad_norm: 6.9252 2021-07-06 12:06:00,445 - mmaction - INFO - Epoch [75][2320/3757] lr: 1.000e-02, eta: 3 days, 12:56:16, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.2696, top1_acc: 0.5250, top5_acc: 0.7281, loss_cls: 2.1357, loss: 3.4054, grad_norm: 6.8038 2021-07-06 12:06:21,562 - mmaction - INFO - Epoch [75][2340/3757] lr: 1.000e-02, eta: 3 days, 12:55:54, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2579, top1_acc: 0.5000, top5_acc: 0.7391, loss_cls: 2.1503, loss: 3.4082, grad_norm: 7.1438 2021-07-06 12:06:42,746 - mmaction - INFO - Epoch [75][2360/3757] lr: 1.000e-02, eta: 3 days, 12:55:32, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.2972, top1_acc: 0.5203, top5_acc: 0.7453, loss_cls: 2.1453, loss: 3.4425, grad_norm: 6.9242 2021-07-06 12:07:04,269 - mmaction - INFO - Epoch [75][2380/3757] lr: 1.000e-02, eta: 3 days, 12:55:11, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.2630, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1475, loss: 3.4105, grad_norm: 7.0789 2021-07-06 12:07:25,409 - mmaction - INFO - Epoch [75][2400/3757] lr: 1.000e-02, eta: 3 days, 12:54:49, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2404, top1_acc: 0.5133, top5_acc: 0.7539, loss_cls: 2.1031, loss: 3.3434, grad_norm: 6.9798 2021-07-06 12:07:46,537 - mmaction - INFO - Epoch [75][2420/3757] lr: 1.000e-02, eta: 3 days, 12:54:26, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2766, top1_acc: 0.5062, top5_acc: 0.7414, loss_cls: 2.1704, loss: 3.4470, grad_norm: 7.0504 2021-07-06 12:08:08,055 - mmaction - INFO - Epoch [75][2440/3757] lr: 1.000e-02, eta: 3 days, 12:54:05, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.2346, top1_acc: 0.5297, top5_acc: 0.7648, loss_cls: 2.0535, loss: 3.2880, grad_norm: 6.9236 2021-07-06 12:08:30,243 - mmaction - INFO - Epoch [75][2460/3757] lr: 1.000e-02, eta: 3 days, 12:53:44, time: 1.111, data_time: 0.005, memory: 6921, loss_aux: 1.2167, top1_acc: 0.5375, top5_acc: 0.7672, loss_cls: 2.0397, loss: 3.2564, grad_norm: 7.0422 2021-07-06 12:08:51,291 - mmaction - INFO - Epoch [75][2480/3757] lr: 1.000e-02, eta: 3 days, 12:53:22, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.2562, top1_acc: 0.5148, top5_acc: 0.7398, loss_cls: 2.1662, loss: 3.4224, grad_norm: 6.8425 2021-07-06 12:09:12,371 - mmaction - INFO - Epoch [75][2500/3757] lr: 1.000e-02, eta: 3 days, 12:53:00, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.2378, top1_acc: 0.5250, top5_acc: 0.7453, loss_cls: 2.1062, loss: 3.3440, grad_norm: 6.8620 2021-07-06 12:09:33,547 - mmaction - INFO - Epoch [75][2520/3757] lr: 1.000e-02, eta: 3 days, 12:52:38, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2419, top1_acc: 0.5039, top5_acc: 0.7344, loss_cls: 2.1336, loss: 3.3755, grad_norm: 6.9086 2021-07-06 12:09:54,976 - mmaction - INFO - Epoch [75][2540/3757] lr: 1.000e-02, eta: 3 days, 12:52:16, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.1884, top1_acc: 0.5180, top5_acc: 0.7617, loss_cls: 2.0607, loss: 3.2492, grad_norm: 6.9308 2021-07-06 12:10:16,197 - mmaction - INFO - Epoch [75][2560/3757] lr: 1.000e-02, eta: 3 days, 12:51:54, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.2072, top1_acc: 0.5281, top5_acc: 0.7492, loss_cls: 2.0529, loss: 3.2601, grad_norm: 6.9380 2021-07-06 12:10:37,388 - mmaction - INFO - Epoch [75][2580/3757] lr: 1.000e-02, eta: 3 days, 12:51:32, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.2686, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1030, loss: 3.3716, grad_norm: 6.8675 2021-07-06 12:10:58,737 - mmaction - INFO - Epoch [75][2600/3757] lr: 1.000e-02, eta: 3 days, 12:51:10, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2629, top1_acc: 0.5203, top5_acc: 0.7531, loss_cls: 2.1169, loss: 3.3798, grad_norm: 6.9954 2021-07-06 12:11:20,387 - mmaction - INFO - Epoch [75][2620/3757] lr: 1.000e-02, eta: 3 days, 12:50:48, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.2346, top1_acc: 0.5289, top5_acc: 0.7273, loss_cls: 2.1016, loss: 3.3362, grad_norm: 6.7435 2021-07-06 12:11:41,499 - mmaction - INFO - Epoch [75][2640/3757] lr: 1.000e-02, eta: 3 days, 12:50:26, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.2680, top1_acc: 0.4867, top5_acc: 0.7438, loss_cls: 2.1585, loss: 3.4264, grad_norm: 6.8826 2021-07-06 12:12:03,713 - mmaction - INFO - Epoch [75][2660/3757] lr: 1.000e-02, eta: 3 days, 12:50:05, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.2461, top1_acc: 0.5312, top5_acc: 0.7492, loss_cls: 2.1229, loss: 3.3690, grad_norm: 7.0021 2021-07-06 12:12:24,840 - mmaction - INFO - Epoch [75][2680/3757] lr: 1.000e-02, eta: 3 days, 12:49:43, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.2951, top1_acc: 0.4922, top5_acc: 0.7328, loss_cls: 2.1915, loss: 3.4865, grad_norm: 7.1678 2021-07-06 12:12:45,930 - mmaction - INFO - Epoch [75][2700/3757] lr: 1.000e-02, eta: 3 days, 12:49:21, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.2217, top1_acc: 0.5391, top5_acc: 0.7602, loss_cls: 2.0336, loss: 3.2554, grad_norm: 6.7592 2021-07-06 12:13:07,148 - mmaction - INFO - Epoch [75][2720/3757] lr: 1.000e-02, eta: 3 days, 12:48:59, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2352, top1_acc: 0.5289, top5_acc: 0.7461, loss_cls: 2.1009, loss: 3.3360, grad_norm: 6.9483 2021-07-06 12:13:28,584 - mmaction - INFO - Epoch [75][2740/3757] lr: 1.000e-02, eta: 3 days, 12:48:38, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.2233, top1_acc: 0.5227, top5_acc: 0.7430, loss_cls: 2.0746, loss: 3.2979, grad_norm: 6.9176 2021-07-06 12:13:50,586 - mmaction - INFO - Epoch [75][2760/3757] lr: 1.000e-02, eta: 3 days, 12:48:16, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.2587, top1_acc: 0.5141, top5_acc: 0.7367, loss_cls: 2.1446, loss: 3.4033, grad_norm: 6.9996 2021-07-06 12:14:11,510 - mmaction - INFO - Epoch [75][2780/3757] lr: 1.000e-02, eta: 3 days, 12:47:54, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2429, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.1193, loss: 3.3623, grad_norm: 6.9581 2021-07-06 12:14:32,713 - mmaction - INFO - Epoch [75][2800/3757] lr: 1.000e-02, eta: 3 days, 12:47:32, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.2540, top1_acc: 0.5086, top5_acc: 0.7484, loss_cls: 2.1019, loss: 3.3559, grad_norm: 6.7644 2021-07-06 12:14:53,912 - mmaction - INFO - Epoch [75][2820/3757] lr: 1.000e-02, eta: 3 days, 12:47:10, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.3095, top1_acc: 0.5039, top5_acc: 0.7188, loss_cls: 2.1978, loss: 3.5073, grad_norm: 6.9952 2021-07-06 12:15:15,025 - mmaction - INFO - Epoch [75][2840/3757] lr: 1.000e-02, eta: 3 days, 12:46:48, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2716, top1_acc: 0.5023, top5_acc: 0.7391, loss_cls: 2.1577, loss: 3.4293, grad_norm: 7.0564 2021-07-06 12:15:36,229 - mmaction - INFO - Epoch [75][2860/3757] lr: 1.000e-02, eta: 3 days, 12:46:26, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.1875, top1_acc: 0.5336, top5_acc: 0.7648, loss_cls: 2.0149, loss: 3.2024, grad_norm: 6.6855 2021-07-06 12:15:57,866 - mmaction - INFO - Epoch [75][2880/3757] lr: 1.000e-02, eta: 3 days, 12:46:04, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.2812, top1_acc: 0.5211, top5_acc: 0.7453, loss_cls: 2.1282, loss: 3.4094, grad_norm: 7.0345 2021-07-06 12:16:19,224 - mmaction - INFO - Epoch [75][2900/3757] lr: 1.000e-02, eta: 3 days, 12:45:43, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.2655, top1_acc: 0.5352, top5_acc: 0.7523, loss_cls: 2.0700, loss: 3.3355, grad_norm: 6.8464 2021-07-06 12:16:40,666 - mmaction - INFO - Epoch [75][2920/3757] lr: 1.000e-02, eta: 3 days, 12:45:21, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.2396, top1_acc: 0.5125, top5_acc: 0.7492, loss_cls: 2.1075, loss: 3.3471, grad_norm: 7.0200 2021-07-06 12:17:01,719 - mmaction - INFO - Epoch [75][2940/3757] lr: 1.000e-02, eta: 3 days, 12:44:59, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2700, top1_acc: 0.5203, top5_acc: 0.7414, loss_cls: 2.1297, loss: 3.3997, grad_norm: 6.8177 2021-07-06 12:17:23,063 - mmaction - INFO - Epoch [75][2960/3757] lr: 1.000e-02, eta: 3 days, 12:44:37, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.2228, top1_acc: 0.5273, top5_acc: 0.7312, loss_cls: 2.1397, loss: 3.3625, grad_norm: 6.8884 2021-07-06 12:17:44,085 - mmaction - INFO - Epoch [75][2980/3757] lr: 1.000e-02, eta: 3 days, 12:44:15, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2607, top1_acc: 0.5164, top5_acc: 0.7391, loss_cls: 2.1233, loss: 3.3840, grad_norm: 6.9828 2021-07-06 12:18:05,606 - mmaction - INFO - Epoch [75][3000/3757] lr: 1.000e-02, eta: 3 days, 12:43:53, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.2380, top1_acc: 0.5180, top5_acc: 0.7367, loss_cls: 2.1086, loss: 3.3466, grad_norm: 6.8675 2021-07-06 12:18:28,085 - mmaction - INFO - Epoch [75][3020/3757] lr: 1.000e-02, eta: 3 days, 12:43:32, time: 1.125, data_time: 0.071, memory: 6921, loss_aux: 1.2798, top1_acc: 0.5180, top5_acc: 0.7281, loss_cls: 2.1803, loss: 3.4601, grad_norm: 7.0530 2021-07-06 12:18:49,023 - mmaction - INFO - Epoch [75][3040/3757] lr: 1.000e-02, eta: 3 days, 12:43:10, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.2841, top1_acc: 0.5055, top5_acc: 0.7398, loss_cls: 2.1705, loss: 3.4547, grad_norm: 6.8563 2021-07-06 12:19:10,075 - mmaction - INFO - Epoch [75][3060/3757] lr: 1.000e-02, eta: 3 days, 12:42:48, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.2763, top1_acc: 0.5047, top5_acc: 0.7141, loss_cls: 2.1757, loss: 3.4520, grad_norm: 6.9868 2021-07-06 12:19:32,080 - mmaction - INFO - Epoch [75][3080/3757] lr: 1.000e-02, eta: 3 days, 12:42:27, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.2302, top1_acc: 0.5555, top5_acc: 0.7594, loss_cls: 2.0154, loss: 3.2457, grad_norm: 6.7497 2021-07-06 12:19:53,791 - mmaction - INFO - Epoch [75][3100/3757] lr: 1.000e-02, eta: 3 days, 12:42:05, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.3153, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2472, loss: 3.5625, grad_norm: 7.2133 2021-07-06 12:20:14,880 - mmaction - INFO - Epoch [75][3120/3757] lr: 1.000e-02, eta: 3 days, 12:41:43, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.2698, top1_acc: 0.4938, top5_acc: 0.7523, loss_cls: 2.1419, loss: 3.4117, grad_norm: 7.0737 2021-07-06 12:20:35,824 - mmaction - INFO - Epoch [75][3140/3757] lr: 1.000e-02, eta: 3 days, 12:41:21, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.2579, top1_acc: 0.5180, top5_acc: 0.7422, loss_cls: 2.1347, loss: 3.3926, grad_norm: 6.9423 2021-07-06 12:20:57,179 - mmaction - INFO - Epoch [75][3160/3757] lr: 1.000e-02, eta: 3 days, 12:40:59, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.2418, top1_acc: 0.5289, top5_acc: 0.7422, loss_cls: 2.1575, loss: 3.3993, grad_norm: 6.7815 2021-07-06 12:21:18,610 - mmaction - INFO - Epoch [75][3180/3757] lr: 1.000e-02, eta: 3 days, 12:40:37, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.2428, top1_acc: 0.5148, top5_acc: 0.7375, loss_cls: 2.1231, loss: 3.3658, grad_norm: 6.8881 2021-07-06 12:21:39,762 - mmaction - INFO - Epoch [75][3200/3757] lr: 1.000e-02, eta: 3 days, 12:40:15, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.2941, top1_acc: 0.4859, top5_acc: 0.7219, loss_cls: 2.2487, loss: 3.5428, grad_norm: 6.9935 2021-07-06 12:22:00,902 - mmaction - INFO - Epoch [75][3220/3757] lr: 1.000e-02, eta: 3 days, 12:39:53, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.2961, top1_acc: 0.4859, top5_acc: 0.7250, loss_cls: 2.2367, loss: 3.5327, grad_norm: 6.9136 2021-07-06 12:22:22,109 - mmaction - INFO - Epoch [75][3240/3757] lr: 1.000e-02, eta: 3 days, 12:39:31, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2702, top1_acc: 0.5008, top5_acc: 0.7336, loss_cls: 2.1876, loss: 3.4578, grad_norm: 6.9249 2021-07-06 12:22:43,096 - mmaction - INFO - Epoch [75][3260/3757] lr: 1.000e-02, eta: 3 days, 12:39:09, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.2098, top1_acc: 0.5289, top5_acc: 0.7562, loss_cls: 2.0267, loss: 3.2365, grad_norm: 6.6451 2021-07-06 12:23:04,743 - mmaction - INFO - Epoch [75][3280/3757] lr: 1.000e-02, eta: 3 days, 12:38:48, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.2061, top1_acc: 0.5289, top5_acc: 0.7594, loss_cls: 2.0271, loss: 3.2332, grad_norm: 6.7626 2021-07-06 12:23:26,060 - mmaction - INFO - Epoch [75][3300/3757] lr: 1.000e-02, eta: 3 days, 12:38:26, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.2683, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1359, loss: 3.4043, grad_norm: 7.0507 2021-07-06 12:23:47,056 - mmaction - INFO - Epoch [75][3320/3757] lr: 1.000e-02, eta: 3 days, 12:38:04, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.2814, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.2136, loss: 3.4950, grad_norm: 7.0193 2021-07-06 12:24:08,244 - mmaction - INFO - Epoch [75][3340/3757] lr: 1.000e-02, eta: 3 days, 12:37:42, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.2239, top1_acc: 0.5234, top5_acc: 0.7422, loss_cls: 2.1129, loss: 3.3367, grad_norm: 6.9946 2021-07-06 12:24:29,424 - mmaction - INFO - Epoch [75][3360/3757] lr: 1.000e-02, eta: 3 days, 12:37:19, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.2621, top1_acc: 0.5297, top5_acc: 0.7430, loss_cls: 2.1186, loss: 3.3807, grad_norm: 6.7884 2021-07-06 12:24:50,905 - mmaction - INFO - Epoch [75][3380/3757] lr: 1.000e-02, eta: 3 days, 12:36:58, time: 1.076, data_time: 0.007, memory: 6921, loss_aux: 1.2521, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.1691, loss: 3.4213, grad_norm: 7.0647 2021-07-06 12:25:12,220 - mmaction - INFO - Epoch [75][3400/3757] lr: 1.000e-02, eta: 3 days, 12:36:36, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.1918, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.0222, loss: 3.2141, grad_norm: 6.6523 2021-07-06 12:25:34,003 - mmaction - INFO - Epoch [75][3420/3757] lr: 1.000e-02, eta: 3 days, 12:36:15, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.2287, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.1330, loss: 3.3617, grad_norm: 6.9100 2021-07-06 12:25:55,321 - mmaction - INFO - Epoch [75][3440/3757] lr: 1.000e-02, eta: 3 days, 12:35:53, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.2644, top1_acc: 0.5094, top5_acc: 0.7406, loss_cls: 2.1301, loss: 3.3945, grad_norm: 6.9358 2021-07-06 12:26:16,434 - mmaction - INFO - Epoch [75][3460/3757] lr: 1.000e-02, eta: 3 days, 12:35:31, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.2736, top1_acc: 0.5148, top5_acc: 0.7375, loss_cls: 2.1075, loss: 3.3811, grad_norm: 6.9474 2021-07-06 12:26:37,879 - mmaction - INFO - Epoch [75][3480/3757] lr: 1.000e-02, eta: 3 days, 12:35:09, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.2926, top1_acc: 0.4938, top5_acc: 0.7359, loss_cls: 2.2016, loss: 3.4942, grad_norm: 7.1117 2021-07-06 12:26:59,184 - mmaction - INFO - Epoch [75][3500/3757] lr: 1.000e-02, eta: 3 days, 12:34:47, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2880, top1_acc: 0.5000, top5_acc: 0.7328, loss_cls: 2.1837, loss: 3.4716, grad_norm: 6.9446 2021-07-06 12:27:20,460 - mmaction - INFO - Epoch [75][3520/3757] lr: 1.000e-02, eta: 3 days, 12:34:25, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.2449, top1_acc: 0.5305, top5_acc: 0.7273, loss_cls: 2.1190, loss: 3.3639, grad_norm: 6.7797 2021-07-06 12:27:41,669 - mmaction - INFO - Epoch [75][3540/3757] lr: 1.000e-02, eta: 3 days, 12:34:03, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.2336, top1_acc: 0.5328, top5_acc: 0.7508, loss_cls: 2.1042, loss: 3.3378, grad_norm: 6.8007 2021-07-06 12:28:02,785 - mmaction - INFO - Epoch [75][3560/3757] lr: 1.000e-02, eta: 3 days, 12:33:41, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2001, top1_acc: 0.5383, top5_acc: 0.7688, loss_cls: 1.9975, loss: 3.1976, grad_norm: 6.6990 2021-07-06 12:28:23,894 - mmaction - INFO - Epoch [75][3580/3757] lr: 1.000e-02, eta: 3 days, 12:33:19, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.3062, top1_acc: 0.4727, top5_acc: 0.7352, loss_cls: 2.2293, loss: 3.5354, grad_norm: 7.1011 2021-07-06 12:28:45,147 - mmaction - INFO - Epoch [75][3600/3757] lr: 1.000e-02, eta: 3 days, 12:32:57, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.2381, top1_acc: 0.5062, top5_acc: 0.7477, loss_cls: 2.0920, loss: 3.3301, grad_norm: 6.9241 2021-07-06 12:29:06,539 - mmaction - INFO - Epoch [75][3620/3757] lr: 1.000e-02, eta: 3 days, 12:32:35, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2121, top1_acc: 0.5203, top5_acc: 0.7430, loss_cls: 2.0559, loss: 3.2681, grad_norm: 6.9424 2021-07-06 12:29:27,689 - mmaction - INFO - Epoch [75][3640/3757] lr: 1.000e-02, eta: 3 days, 12:32:13, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.2110, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.0803, loss: 3.2913, grad_norm: 6.9179 2021-07-06 12:29:48,956 - mmaction - INFO - Epoch [75][3660/3757] lr: 1.000e-02, eta: 3 days, 12:31:51, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.2119, top1_acc: 0.5391, top5_acc: 0.7453, loss_cls: 2.0593, loss: 3.2712, grad_norm: 6.7261 2021-07-06 12:30:10,407 - mmaction - INFO - Epoch [75][3680/3757] lr: 1.000e-02, eta: 3 days, 12:31:30, time: 1.075, data_time: 0.006, memory: 6921, loss_aux: 1.2561, top1_acc: 0.5312, top5_acc: 0.7547, loss_cls: 2.0354, loss: 3.2915, grad_norm: 6.9516 2021-07-06 12:30:32,157 - mmaction - INFO - Epoch [75][3700/3757] lr: 1.000e-02, eta: 3 days, 12:31:08, time: 1.088, data_time: 0.005, memory: 6921, loss_aux: 1.2732, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.1580, loss: 3.4312, grad_norm: 7.0306 2021-07-06 12:30:53,219 - mmaction - INFO - Epoch [75][3720/3757] lr: 1.000e-02, eta: 3 days, 12:30:46, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1974, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.0361, loss: 3.2334, grad_norm: 6.7511 2021-07-06 12:31:14,383 - mmaction - INFO - Epoch [75][3740/3757] lr: 1.000e-02, eta: 3 days, 12:30:24, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.2591, top1_acc: 0.5156, top5_acc: 0.7484, loss_cls: 2.0980, loss: 3.3571, grad_norm: 6.8755 2021-07-06 12:31:32,684 - mmaction - INFO - Saving checkpoint at 75 epochs 2021-07-06 12:36:23,274 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-06 12:36:24,106 - mmaction - INFO - top1_acc 0.5988 top5_acc 0.8303 2021-07-06 12:36:24,107 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-06 12:36:24,137 - mmaction - INFO - mean_acc 0.5987 2021-07-06 12:36:24,143 - mmaction - INFO - Epoch(val) [75][310] top1_acc: 0.5988, top5_acc: 0.8303, mean_class_accuracy: 0.5987 2021-07-06 12:37:24,868 - mmaction - INFO - Epoch [76][20/3757] lr: 1.000e-03, eta: 3 days, 12:30:05, time: 3.035, data_time: 1.996, memory: 6921, loss_aux: 1.2280, top1_acc: 0.5352, top5_acc: 0.7508, loss_cls: 2.0573, loss: 3.2853, grad_norm: 6.8461 2021-07-06 12:37:46,977 - mmaction - INFO - Epoch [76][40/3757] lr: 1.000e-03, eta: 3 days, 12:29:44, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.2149, top1_acc: 0.5336, top5_acc: 0.7570, loss_cls: 2.0446, loss: 3.2595, grad_norm: 6.6194 2021-07-06 12:38:08,514 - mmaction - INFO - Epoch [76][60/3757] lr: 1.000e-03, eta: 3 days, 12:29:22, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.2752, top1_acc: 0.5250, top5_acc: 0.7320, loss_cls: 2.1606, loss: 3.4358, grad_norm: 6.8156 2021-07-06 12:38:29,461 - mmaction - INFO - Epoch [76][80/3757] lr: 1.000e-03, eta: 3 days, 12:29:00, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.2066, top1_acc: 0.5383, top5_acc: 0.7797, loss_cls: 1.9610, loss: 3.1676, grad_norm: 6.7233 2021-07-06 12:38:50,618 - mmaction - INFO - Epoch [76][100/3757] lr: 1.000e-03, eta: 3 days, 12:28:38, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.1997, top1_acc: 0.5477, top5_acc: 0.7625, loss_cls: 1.9748, loss: 3.1745, grad_norm: 6.7461 2021-07-06 12:39:11,467 - mmaction - INFO - Epoch [76][120/3757] lr: 1.000e-03, eta: 3 days, 12:28:15, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.1982, top1_acc: 0.5516, top5_acc: 0.7672, loss_cls: 1.9649, loss: 3.1630, grad_norm: 6.4715 2021-07-06 12:39:32,729 - mmaction - INFO - Epoch [76][140/3757] lr: 1.000e-03, eta: 3 days, 12:27:53, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.2175, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0089, loss: 3.2264, grad_norm: 6.6495 2021-07-06 12:39:53,787 - mmaction - INFO - Epoch [76][160/3757] lr: 1.000e-03, eta: 3 days, 12:27:31, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.1735, top1_acc: 0.5672, top5_acc: 0.7820, loss_cls: 1.9264, loss: 3.0999, grad_norm: 6.5854 2021-07-06 12:40:15,245 - mmaction - INFO - Epoch [76][180/3757] lr: 1.000e-03, eta: 3 days, 12:27:10, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.1418, top1_acc: 0.5922, top5_acc: 0.7844, loss_cls: 1.8526, loss: 2.9944, grad_norm: 6.5195 2021-07-06 12:40:36,357 - mmaction - INFO - Epoch [76][200/3757] lr: 1.000e-03, eta: 3 days, 12:26:48, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.1095, top1_acc: 0.5859, top5_acc: 0.7930, loss_cls: 1.7919, loss: 2.9013, grad_norm: 6.5270 2021-07-06 12:40:57,424 - mmaction - INFO - Epoch [76][220/3757] lr: 1.000e-03, eta: 3 days, 12:26:25, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.2047, top1_acc: 0.5500, top5_acc: 0.7680, loss_cls: 1.9618, loss: 3.1665, grad_norm: 6.7172 2021-07-06 12:41:19,286 - mmaction - INFO - Epoch [76][240/3757] lr: 1.000e-03, eta: 3 days, 12:26:04, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.1661, top1_acc: 0.5539, top5_acc: 0.7930, loss_cls: 1.8748, loss: 3.0409, grad_norm: 6.5918 2021-07-06 12:41:40,424 - mmaction - INFO - Epoch [76][260/3757] lr: 1.000e-03, eta: 3 days, 12:25:42, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.2869, top1_acc: 0.5305, top5_acc: 0.7297, loss_cls: 2.1240, loss: 3.4109, grad_norm: 6.7280 2021-07-06 12:42:01,350 - mmaction - INFO - Epoch [76][280/3757] lr: 1.000e-03, eta: 3 days, 12:25:20, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.1561, top1_acc: 0.5703, top5_acc: 0.7789, loss_cls: 1.8578, loss: 3.0139, grad_norm: 6.5735 2021-07-06 12:42:22,801 - mmaction - INFO - Epoch [76][300/3757] lr: 1.000e-03, eta: 3 days, 12:24:58, time: 1.071, data_time: 0.020, memory: 6921, loss_aux: 1.2181, top1_acc: 0.5625, top5_acc: 0.7656, loss_cls: 1.9637, loss: 3.1817, grad_norm: 6.7529 2021-07-06 12:42:43,806 - mmaction - INFO - Epoch [76][320/3757] lr: 1.000e-03, eta: 3 days, 12:24:36, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.1881, top1_acc: 0.5445, top5_acc: 0.7734, loss_cls: 1.9400, loss: 3.1281, grad_norm: 6.7186 2021-07-06 12:43:05,166 - mmaction - INFO - Epoch [76][340/3757] lr: 1.000e-03, eta: 3 days, 12:24:14, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.1698, top1_acc: 0.5516, top5_acc: 0.7719, loss_cls: 1.9061, loss: 3.0759, grad_norm: 6.6762 2021-07-06 12:43:26,237 - mmaction - INFO - Epoch [76][360/3757] lr: 1.000e-03, eta: 3 days, 12:23:52, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.1621, top1_acc: 0.5687, top5_acc: 0.7789, loss_cls: 1.8430, loss: 3.0051, grad_norm: 6.6259 2021-07-06 12:43:48,298 - mmaction - INFO - Epoch [76][380/3757] lr: 1.000e-03, eta: 3 days, 12:23:31, time: 1.103, data_time: 0.070, memory: 6921, loss_aux: 1.1838, top1_acc: 0.5406, top5_acc: 0.7648, loss_cls: 1.9212, loss: 3.1050, grad_norm: 6.7436 2021-07-06 12:44:09,778 - mmaction - INFO - Epoch [76][400/3757] lr: 1.000e-03, eta: 3 days, 12:23:09, time: 1.074, data_time: 0.038, memory: 6921, loss_aux: 1.1618, top1_acc: 0.5906, top5_acc: 0.7922, loss_cls: 1.8521, loss: 3.0139, grad_norm: 6.4216 2021-07-06 12:44:30,755 - mmaction - INFO - Epoch [76][420/3757] lr: 1.000e-03, eta: 3 days, 12:22:47, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.1402, top1_acc: 0.5617, top5_acc: 0.7758, loss_cls: 1.8665, loss: 3.0067, grad_norm: 6.6092 2021-07-06 12:44:51,924 - mmaction - INFO - Epoch [76][440/3757] lr: 1.000e-03, eta: 3 days, 12:22:25, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.1847, top1_acc: 0.5594, top5_acc: 0.7719, loss_cls: 1.9153, loss: 3.1000, grad_norm: 6.5318 2021-07-06 12:45:13,351 - mmaction - INFO - Epoch [76][460/3757] lr: 1.000e-03, eta: 3 days, 12:22:03, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.2072, top1_acc: 0.5555, top5_acc: 0.7773, loss_cls: 1.8982, loss: 3.1054, grad_norm: 6.8696 2021-07-06 12:45:34,894 - mmaction - INFO - Epoch [76][480/3757] lr: 1.000e-03, eta: 3 days, 12:21:41, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.1475, top1_acc: 0.5734, top5_acc: 0.7719, loss_cls: 1.8674, loss: 3.0149, grad_norm: 6.5556 2021-07-06 12:45:56,075 - mmaction - INFO - Epoch [76][500/3757] lr: 1.000e-03, eta: 3 days, 12:21:19, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.1611, top1_acc: 0.5516, top5_acc: 0.7711, loss_cls: 1.9094, loss: 3.0704, grad_norm: 6.6931 2021-07-06 12:46:17,134 - mmaction - INFO - Epoch [76][520/3757] lr: 1.000e-03, eta: 3 days, 12:20:57, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0795, top1_acc: 0.6211, top5_acc: 0.8078, loss_cls: 1.6698, loss: 2.7493, grad_norm: 6.2511 2021-07-06 12:46:38,254 - mmaction - INFO - Epoch [76][540/3757] lr: 1.000e-03, eta: 3 days, 12:20:35, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.1952, top1_acc: 0.5563, top5_acc: 0.7641, loss_cls: 1.9468, loss: 3.1420, grad_norm: 6.7691 2021-07-06 12:46:59,665 - mmaction - INFO - Epoch [76][560/3757] lr: 1.000e-03, eta: 3 days, 12:20:14, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.1823, top1_acc: 0.5500, top5_acc: 0.7789, loss_cls: 1.8945, loss: 3.0767, grad_norm: 6.8359 2021-07-06 12:47:20,714 - mmaction - INFO - Epoch [76][580/3757] lr: 1.000e-03, eta: 3 days, 12:19:51, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1335, top1_acc: 0.5641, top5_acc: 0.7820, loss_cls: 1.8376, loss: 2.9711, grad_norm: 6.4505 2021-07-06 12:47:41,560 - mmaction - INFO - Epoch [76][600/3757] lr: 1.000e-03, eta: 3 days, 12:19:29, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.1635, top1_acc: 0.5711, top5_acc: 0.7766, loss_cls: 1.8692, loss: 3.0328, grad_norm: 6.5980 2021-07-06 12:48:02,716 - mmaction - INFO - Epoch [76][620/3757] lr: 1.000e-03, eta: 3 days, 12:19:07, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.2396, top1_acc: 0.5375, top5_acc: 0.7578, loss_cls: 2.0112, loss: 3.2509, grad_norm: 6.8479 2021-07-06 12:48:24,376 - mmaction - INFO - Epoch [76][640/3757] lr: 1.000e-03, eta: 3 days, 12:18:45, time: 1.082, data_time: 0.018, memory: 6921, loss_aux: 1.1795, top1_acc: 0.5789, top5_acc: 0.7852, loss_cls: 1.8607, loss: 3.0402, grad_norm: 6.7312 2021-07-06 12:48:46,059 - mmaction - INFO - Epoch [76][660/3757] lr: 1.000e-03, eta: 3 days, 12:18:24, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.1642, top1_acc: 0.5727, top5_acc: 0.7859, loss_cls: 1.8739, loss: 3.0381, grad_norm: 6.6938 2021-07-06 12:49:07,139 - mmaction - INFO - Epoch [76][680/3757] lr: 1.000e-03, eta: 3 days, 12:18:02, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.1067, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.7576, loss: 2.8642, grad_norm: 6.6788 2021-07-06 12:49:29,003 - mmaction - INFO - Epoch [76][700/3757] lr: 1.000e-03, eta: 3 days, 12:17:41, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.1644, top1_acc: 0.5586, top5_acc: 0.7805, loss_cls: 1.9030, loss: 3.0674, grad_norm: 6.7370 2021-07-06 12:49:49,921 - mmaction - INFO - Epoch [76][720/3757] lr: 1.000e-03, eta: 3 days, 12:17:18, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.1307, top1_acc: 0.5695, top5_acc: 0.7937, loss_cls: 1.8604, loss: 2.9910, grad_norm: 6.6039 2021-07-06 12:50:11,102 - mmaction - INFO - Epoch [76][740/3757] lr: 1.000e-03, eta: 3 days, 12:16:56, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.1819, top1_acc: 0.5680, top5_acc: 0.7789, loss_cls: 1.9123, loss: 3.0941, grad_norm: 6.6676 2021-07-06 12:50:32,309 - mmaction - INFO - Epoch [76][760/3757] lr: 1.000e-03, eta: 3 days, 12:16:34, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.1616, top1_acc: 0.5758, top5_acc: 0.7688, loss_cls: 1.8959, loss: 3.0575, grad_norm: 6.6594 2021-07-06 12:50:53,320 - mmaction - INFO - Epoch [76][780/3757] lr: 1.000e-03, eta: 3 days, 12:16:12, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.1526, top1_acc: 0.5805, top5_acc: 0.7984, loss_cls: 1.7945, loss: 2.9472, grad_norm: 6.6638 2021-07-06 12:51:14,503 - mmaction - INFO - Epoch [76][800/3757] lr: 1.000e-03, eta: 3 days, 12:15:50, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.1224, top1_acc: 0.5813, top5_acc: 0.7867, loss_cls: 1.8131, loss: 2.9355, grad_norm: 6.6872 2021-07-06 12:51:35,655 - mmaction - INFO - Epoch [76][820/3757] lr: 1.000e-03, eta: 3 days, 12:15:28, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.1031, top1_acc: 0.6000, top5_acc: 0.8156, loss_cls: 1.7119, loss: 2.8150, grad_norm: 6.5376 2021-07-06 12:51:57,035 - mmaction - INFO - Epoch [76][840/3757] lr: 1.000e-03, eta: 3 days, 12:15:06, time: 1.070, data_time: 0.014, memory: 6921, loss_aux: 1.1310, top1_acc: 0.5703, top5_acc: 0.7914, loss_cls: 1.8050, loss: 2.9360, grad_norm: 6.7126 2021-07-06 12:52:18,354 - mmaction - INFO - Epoch [76][860/3757] lr: 1.000e-03, eta: 3 days, 12:14:44, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.1519, top1_acc: 0.5656, top5_acc: 0.7828, loss_cls: 1.8611, loss: 3.0130, grad_norm: 6.7283 2021-07-06 12:52:39,838 - mmaction - INFO - Epoch [76][880/3757] lr: 1.000e-03, eta: 3 days, 12:14:23, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.1892, top1_acc: 0.5477, top5_acc: 0.7703, loss_cls: 1.9232, loss: 3.1124, grad_norm: 6.7619 2021-07-06 12:53:00,774 - mmaction - INFO - Epoch [76][900/3757] lr: 1.000e-03, eta: 3 days, 12:14:00, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.1353, top1_acc: 0.5656, top5_acc: 0.7719, loss_cls: 1.8678, loss: 3.0032, grad_norm: 6.5465 2021-07-06 12:53:22,114 - mmaction - INFO - Epoch [76][920/3757] lr: 1.000e-03, eta: 3 days, 12:13:39, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.1099, top1_acc: 0.5922, top5_acc: 0.8031, loss_cls: 1.7336, loss: 2.8435, grad_norm: 6.5737 2021-07-06 12:53:43,668 - mmaction - INFO - Epoch [76][940/3757] lr: 1.000e-03, eta: 3 days, 12:13:17, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.1380, top1_acc: 0.5906, top5_acc: 0.7953, loss_cls: 1.7621, loss: 2.9000, grad_norm: 6.6857 2021-07-06 12:54:05,239 - mmaction - INFO - Epoch [76][960/3757] lr: 1.000e-03, eta: 3 days, 12:12:55, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0979, top1_acc: 0.5758, top5_acc: 0.7859, loss_cls: 1.7865, loss: 2.8844, grad_norm: 6.5857 2021-07-06 12:54:26,507 - mmaction - INFO - Epoch [76][980/3757] lr: 1.000e-03, eta: 3 days, 12:12:33, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.1184, top1_acc: 0.5844, top5_acc: 0.7883, loss_cls: 1.7946, loss: 2.9130, grad_norm: 6.6720 2021-07-06 12:54:47,626 - mmaction - INFO - Epoch [76][1000/3757] lr: 1.000e-03, eta: 3 days, 12:12:11, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.1702, top1_acc: 0.5617, top5_acc: 0.7734, loss_cls: 1.8584, loss: 3.0286, grad_norm: 6.7321 2021-07-06 12:55:08,691 - mmaction - INFO - Epoch [76][1020/3757] lr: 1.000e-03, eta: 3 days, 12:11:49, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.1285, top1_acc: 0.5969, top5_acc: 0.7922, loss_cls: 1.7923, loss: 2.9208, grad_norm: 6.8130 2021-07-06 12:55:30,646 - mmaction - INFO - Epoch [76][1040/3757] lr: 1.000e-03, eta: 3 days, 12:11:28, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.1501, top1_acc: 0.5703, top5_acc: 0.7836, loss_cls: 1.8291, loss: 2.9793, grad_norm: 6.7132 2021-07-06 12:55:51,549 - mmaction - INFO - Epoch [76][1060/3757] lr: 1.000e-03, eta: 3 days, 12:11:06, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.1139, top1_acc: 0.5867, top5_acc: 0.7820, loss_cls: 1.7922, loss: 2.9060, grad_norm: 6.7446 2021-07-06 12:56:12,547 - mmaction - INFO - Epoch [76][1080/3757] lr: 1.000e-03, eta: 3 days, 12:10:44, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.1909, top1_acc: 0.5687, top5_acc: 0.7789, loss_cls: 1.9243, loss: 3.1152, grad_norm: 7.0195 2021-07-06 12:56:33,713 - mmaction - INFO - Epoch [76][1100/3757] lr: 1.000e-03, eta: 3 days, 12:10:22, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.1843, top1_acc: 0.5563, top5_acc: 0.7789, loss_cls: 1.8967, loss: 3.0810, grad_norm: 6.7158 2021-07-06 12:56:54,894 - mmaction - INFO - Epoch [76][1120/3757] lr: 1.000e-03, eta: 3 days, 12:10:00, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.1165, top1_acc: 0.5961, top5_acc: 0.7922, loss_cls: 1.7465, loss: 2.8629, grad_norm: 6.7093 2021-07-06 12:57:15,901 - mmaction - INFO - Epoch [76][1140/3757] lr: 1.000e-03, eta: 3 days, 12:09:37, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.1203, top1_acc: 0.5656, top5_acc: 0.7906, loss_cls: 1.8224, loss: 2.9427, grad_norm: 6.7673 2021-07-06 12:57:36,994 - mmaction - INFO - Epoch [76][1160/3757] lr: 1.000e-03, eta: 3 days, 12:09:15, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.1139, top1_acc: 0.5852, top5_acc: 0.7906, loss_cls: 1.7820, loss: 2.8959, grad_norm: 6.6218 2021-07-06 12:57:58,894 - mmaction - INFO - Epoch [76][1180/3757] lr: 1.000e-03, eta: 3 days, 12:08:54, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.0836, top1_acc: 0.6141, top5_acc: 0.7977, loss_cls: 1.7151, loss: 2.7988, grad_norm: 6.4638 2021-07-06 12:58:20,363 - mmaction - INFO - Epoch [76][1200/3757] lr: 1.000e-03, eta: 3 days, 12:08:32, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.1397, top1_acc: 0.5852, top5_acc: 0.7867, loss_cls: 1.8092, loss: 2.9489, grad_norm: 6.6428 2021-07-06 12:58:41,432 - mmaction - INFO - Epoch [76][1220/3757] lr: 1.000e-03, eta: 3 days, 12:08:10, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.1754, top1_acc: 0.5594, top5_acc: 0.7953, loss_cls: 1.8447, loss: 3.0201, grad_norm: 6.9764 2021-07-06 12:59:02,668 - mmaction - INFO - Epoch [76][1240/3757] lr: 1.000e-03, eta: 3 days, 12:07:48, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.1798, top1_acc: 0.5703, top5_acc: 0.7812, loss_cls: 1.8735, loss: 3.0533, grad_norm: 6.8553 2021-07-06 12:59:24,124 - mmaction - INFO - Epoch [76][1260/3757] lr: 1.000e-03, eta: 3 days, 12:07:27, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.1734, top1_acc: 0.5742, top5_acc: 0.7680, loss_cls: 1.8987, loss: 3.0721, grad_norm: 6.7544 2021-07-06 12:59:45,160 - mmaction - INFO - Epoch [76][1280/3757] lr: 1.000e-03, eta: 3 days, 12:07:04, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.1367, top1_acc: 0.5891, top5_acc: 0.7930, loss_cls: 1.7983, loss: 2.9350, grad_norm: 6.8521 2021-07-06 13:00:06,241 - mmaction - INFO - Epoch [76][1300/3757] lr: 1.000e-03, eta: 3 days, 12:06:42, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.1515, top1_acc: 0.5797, top5_acc: 0.7789, loss_cls: 1.8477, loss: 2.9992, grad_norm: 6.7142 2021-07-06 13:00:27,298 - mmaction - INFO - Epoch [76][1320/3757] lr: 1.000e-03, eta: 3 days, 12:06:20, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.1139, top1_acc: 0.5789, top5_acc: 0.7977, loss_cls: 1.7617, loss: 2.8756, grad_norm: 6.7374 2021-07-06 13:00:48,356 - mmaction - INFO - Epoch [76][1340/3757] lr: 1.000e-03, eta: 3 days, 12:05:58, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1151, top1_acc: 0.5883, top5_acc: 0.7953, loss_cls: 1.7624, loss: 2.8774, grad_norm: 6.5543 2021-07-06 13:01:10,104 - mmaction - INFO - Epoch [76][1360/3757] lr: 1.000e-03, eta: 3 days, 12:05:37, time: 1.087, data_time: 0.034, memory: 6921, loss_aux: 1.1420, top1_acc: 0.5727, top5_acc: 0.7898, loss_cls: 1.8467, loss: 2.9887, grad_norm: 6.7067 2021-07-06 13:01:31,432 - mmaction - INFO - Epoch [76][1380/3757] lr: 1.000e-03, eta: 3 days, 12:05:15, time: 1.063, data_time: 0.017, memory: 6921, loss_aux: 1.1094, top1_acc: 0.5813, top5_acc: 0.7867, loss_cls: 1.7818, loss: 2.8912, grad_norm: 6.8359 2021-07-06 13:01:52,446 - mmaction - INFO - Epoch [76][1400/3757] lr: 1.000e-03, eta: 3 days, 12:04:53, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.1420, top1_acc: 0.5781, top5_acc: 0.7672, loss_cls: 1.8445, loss: 2.9866, grad_norm: 6.6719 2021-07-06 13:02:13,798 - mmaction - INFO - Epoch [76][1420/3757] lr: 1.000e-03, eta: 3 days, 12:04:31, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.1670, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8339, loss: 3.0009, grad_norm: 6.8227 2021-07-06 13:02:35,017 - mmaction - INFO - Epoch [76][1440/3757] lr: 1.000e-03, eta: 3 days, 12:04:09, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.1668, top1_acc: 0.5547, top5_acc: 0.7898, loss_cls: 1.8651, loss: 3.0319, grad_norm: 6.9615 2021-07-06 13:02:56,163 - mmaction - INFO - Epoch [76][1460/3757] lr: 1.000e-03, eta: 3 days, 12:03:47, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.1182, top1_acc: 0.5828, top5_acc: 0.8203, loss_cls: 1.7302, loss: 2.8483, grad_norm: 6.7719 2021-07-06 13:03:17,175 - mmaction - INFO - Epoch [76][1480/3757] lr: 1.000e-03, eta: 3 days, 12:03:25, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0705, top1_acc: 0.6078, top5_acc: 0.8086, loss_cls: 1.6782, loss: 2.7487, grad_norm: 6.6607 2021-07-06 13:03:38,319 - mmaction - INFO - Epoch [76][1500/3757] lr: 1.000e-03, eta: 3 days, 12:03:03, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.1169, top1_acc: 0.5844, top5_acc: 0.7922, loss_cls: 1.7704, loss: 2.8873, grad_norm: 6.7829 2021-07-06 13:03:59,898 - mmaction - INFO - Epoch [76][1520/3757] lr: 1.000e-03, eta: 3 days, 12:02:41, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.1126, top1_acc: 0.6016, top5_acc: 0.7859, loss_cls: 1.7596, loss: 2.8722, grad_norm: 6.7295 2021-07-06 13:04:20,859 - mmaction - INFO - Epoch [76][1540/3757] lr: 1.000e-03, eta: 3 days, 12:02:19, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.1376, top1_acc: 0.5805, top5_acc: 0.7852, loss_cls: 1.8215, loss: 2.9590, grad_norm: 6.6042 2021-07-06 13:04:41,857 - mmaction - INFO - Epoch [76][1560/3757] lr: 1.000e-03, eta: 3 days, 12:01:57, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.1537, top1_acc: 0.5820, top5_acc: 0.7859, loss_cls: 1.8150, loss: 2.9687, grad_norm: 6.8075 2021-07-06 13:05:02,774 - mmaction - INFO - Epoch [76][1580/3757] lr: 1.000e-03, eta: 3 days, 12:01:34, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.1396, top1_acc: 0.5711, top5_acc: 0.7922, loss_cls: 1.8305, loss: 2.9701, grad_norm: 6.7521 2021-07-06 13:05:24,009 - mmaction - INFO - Epoch [76][1600/3757] lr: 1.000e-03, eta: 3 days, 12:01:12, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.1770, top1_acc: 0.5523, top5_acc: 0.7758, loss_cls: 1.8929, loss: 3.0699, grad_norm: 6.8738 2021-07-06 13:05:45,101 - mmaction - INFO - Epoch [76][1620/3757] lr: 1.000e-03, eta: 3 days, 12:00:50, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.1682, top1_acc: 0.5687, top5_acc: 0.7672, loss_cls: 1.9353, loss: 3.1035, grad_norm: 6.8802 2021-07-06 13:06:06,447 - mmaction - INFO - Epoch [76][1640/3757] lr: 1.000e-03, eta: 3 days, 12:00:28, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.1768, top1_acc: 0.5703, top5_acc: 0.7742, loss_cls: 1.9081, loss: 3.0849, grad_norm: 6.8006 2021-07-06 13:06:27,629 - mmaction - INFO - Epoch [76][1660/3757] lr: 1.000e-03, eta: 3 days, 12:00:06, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.1316, top1_acc: 0.5758, top5_acc: 0.7875, loss_cls: 1.7823, loss: 2.9139, grad_norm: 6.6697 2021-07-06 13:06:49,085 - mmaction - INFO - Epoch [76][1680/3757] lr: 1.000e-03, eta: 3 days, 11:59:45, time: 1.072, data_time: 0.020, memory: 6921, loss_aux: 1.1127, top1_acc: 0.5883, top5_acc: 0.7945, loss_cls: 1.7866, loss: 2.8993, grad_norm: 6.7890 2021-07-06 13:07:10,575 - mmaction - INFO - Epoch [76][1700/3757] lr: 1.000e-03, eta: 3 days, 11:59:23, time: 1.076, data_time: 0.011, memory: 6921, loss_aux: 1.1639, top1_acc: 0.5703, top5_acc: 0.7781, loss_cls: 1.8618, loss: 3.0257, grad_norm: 6.7585 2021-07-06 13:07:31,515 - mmaction - INFO - Epoch [76][1720/3757] lr: 1.000e-03, eta: 3 days, 11:59:01, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.1887, top1_acc: 0.5570, top5_acc: 0.7812, loss_cls: 1.8812, loss: 3.0699, grad_norm: 6.8374 2021-07-06 13:07:52,821 - mmaction - INFO - Epoch [76][1740/3757] lr: 1.000e-03, eta: 3 days, 11:58:39, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.1471, top1_acc: 0.5758, top5_acc: 0.7711, loss_cls: 1.8410, loss: 2.9881, grad_norm: 6.7825 2021-07-06 13:08:14,052 - mmaction - INFO - Epoch [76][1760/3757] lr: 1.000e-03, eta: 3 days, 11:58:17, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0953, top1_acc: 0.5938, top5_acc: 0.7984, loss_cls: 1.6980, loss: 2.7933, grad_norm: 6.5391 2021-07-06 13:08:35,063 - mmaction - INFO - Epoch [76][1780/3757] lr: 1.000e-03, eta: 3 days, 11:57:55, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.1228, top1_acc: 0.5750, top5_acc: 0.7914, loss_cls: 1.7887, loss: 2.9115, grad_norm: 6.7924 2021-07-06 13:08:56,420 - mmaction - INFO - Epoch [76][1800/3757] lr: 1.000e-03, eta: 3 days, 11:57:33, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.1483, top1_acc: 0.5648, top5_acc: 0.7812, loss_cls: 1.8606, loss: 3.0089, grad_norm: 6.7159 2021-07-06 13:09:17,609 - mmaction - INFO - Epoch [76][1820/3757] lr: 1.000e-03, eta: 3 days, 11:57:11, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.1322, top1_acc: 0.5938, top5_acc: 0.8094, loss_cls: 1.7832, loss: 2.9154, grad_norm: 6.8662 2021-07-06 13:09:38,964 - mmaction - INFO - Epoch [76][1840/3757] lr: 1.000e-03, eta: 3 days, 11:56:49, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.0905, top1_acc: 0.6102, top5_acc: 0.8063, loss_cls: 1.6928, loss: 2.7832, grad_norm: 6.7039 2021-07-06 13:10:00,640 - mmaction - INFO - Epoch [76][1860/3757] lr: 1.000e-03, eta: 3 days, 11:56:28, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.1758, top1_acc: 0.5617, top5_acc: 0.7914, loss_cls: 1.8278, loss: 3.0036, grad_norm: 7.0222 2021-07-06 13:10:22,340 - mmaction - INFO - Epoch [76][1880/3757] lr: 1.000e-03, eta: 3 days, 11:56:06, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.1215, top1_acc: 0.5922, top5_acc: 0.7867, loss_cls: 1.8094, loss: 2.9309, grad_norm: 6.6776 2021-07-06 13:10:43,176 - mmaction - INFO - Epoch [76][1900/3757] lr: 1.000e-03, eta: 3 days, 11:55:44, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.1178, top1_acc: 0.5797, top5_acc: 0.7844, loss_cls: 1.7793, loss: 2.8972, grad_norm: 6.7443 2021-07-06 13:11:04,280 - mmaction - INFO - Epoch [76][1920/3757] lr: 1.000e-03, eta: 3 days, 11:55:22, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.1122, top1_acc: 0.5992, top5_acc: 0.7891, loss_cls: 1.7711, loss: 2.8833, grad_norm: 6.8090 2021-07-06 13:11:25,369 - mmaction - INFO - Epoch [76][1940/3757] lr: 1.000e-03, eta: 3 days, 11:55:00, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.1254, top1_acc: 0.6055, top5_acc: 0.7859, loss_cls: 1.7660, loss: 2.8914, grad_norm: 6.7426 2021-07-06 13:11:46,399 - mmaction - INFO - Epoch [76][1960/3757] lr: 1.000e-03, eta: 3 days, 11:54:37, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.1758, top1_acc: 0.5664, top5_acc: 0.7867, loss_cls: 1.8354, loss: 3.0112, grad_norm: 6.8439 2021-07-06 13:12:07,379 - mmaction - INFO - Epoch [76][1980/3757] lr: 1.000e-03, eta: 3 days, 11:54:15, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.1764, top1_acc: 0.5602, top5_acc: 0.7969, loss_cls: 1.8759, loss: 3.0523, grad_norm: 6.8833 2021-07-06 13:12:28,719 - mmaction - INFO - Epoch [76][2000/3757] lr: 1.000e-03, eta: 3 days, 11:53:53, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.1301, top1_acc: 0.5875, top5_acc: 0.7883, loss_cls: 1.7826, loss: 2.9127, grad_norm: 6.7177 2021-07-06 13:12:49,944 - mmaction - INFO - Epoch [76][2020/3757] lr: 1.000e-03, eta: 3 days, 11:53:32, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0969, top1_acc: 0.6070, top5_acc: 0.8023, loss_cls: 1.7007, loss: 2.7976, grad_norm: 6.5792 2021-07-06 13:13:11,228 - mmaction - INFO - Epoch [76][2040/3757] lr: 1.000e-03, eta: 3 days, 11:53:10, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0819, top1_acc: 0.5828, top5_acc: 0.8008, loss_cls: 1.7459, loss: 2.8278, grad_norm: 6.7595 2021-07-06 13:13:32,361 - mmaction - INFO - Epoch [76][2060/3757] lr: 1.000e-03, eta: 3 days, 11:52:48, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.1235, top1_acc: 0.5680, top5_acc: 0.7781, loss_cls: 1.8220, loss: 2.9454, grad_norm: 7.0332 2021-07-06 13:13:53,649 - mmaction - INFO - Epoch [76][2080/3757] lr: 1.000e-03, eta: 3 days, 11:52:26, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.1631, top1_acc: 0.5664, top5_acc: 0.7867, loss_cls: 1.8398, loss: 3.0029, grad_norm: 6.9999 2021-07-06 13:14:16,095 - mmaction - INFO - Epoch [76][2100/3757] lr: 1.000e-03, eta: 3 days, 11:52:05, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 1.1678, top1_acc: 0.5766, top5_acc: 0.7750, loss_cls: 1.8271, loss: 2.9949, grad_norm: 6.8377 2021-07-06 13:14:37,145 - mmaction - INFO - Epoch [76][2120/3757] lr: 1.000e-03, eta: 3 days, 11:51:43, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1344, top1_acc: 0.5797, top5_acc: 0.8031, loss_cls: 1.7878, loss: 2.9222, grad_norm: 6.8709 2021-07-06 13:14:58,202 - mmaction - INFO - Epoch [76][2140/3757] lr: 1.000e-03, eta: 3 days, 11:51:21, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.1859, top1_acc: 0.5523, top5_acc: 0.7648, loss_cls: 1.9389, loss: 3.1248, grad_norm: 7.1829 2021-07-06 13:15:19,166 - mmaction - INFO - Epoch [76][2160/3757] lr: 1.000e-03, eta: 3 days, 11:50:59, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.1556, top1_acc: 0.5734, top5_acc: 0.7844, loss_cls: 1.8455, loss: 3.0011, grad_norm: 6.8876 2021-07-06 13:15:40,728 - mmaction - INFO - Epoch [76][2180/3757] lr: 1.000e-03, eta: 3 days, 11:50:37, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.1232, top1_acc: 0.5930, top5_acc: 0.8000, loss_cls: 1.7459, loss: 2.8691, grad_norm: 6.8552 2021-07-06 13:16:01,869 - mmaction - INFO - Epoch [76][2200/3757] lr: 1.000e-03, eta: 3 days, 11:50:15, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.1382, top1_acc: 0.5898, top5_acc: 0.7961, loss_cls: 1.7877, loss: 2.9259, grad_norm: 6.7174 2021-07-06 13:16:23,021 - mmaction - INFO - Epoch [76][2220/3757] lr: 1.000e-03, eta: 3 days, 11:49:53, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.1063, top1_acc: 0.5945, top5_acc: 0.7953, loss_cls: 1.7081, loss: 2.8144, grad_norm: 6.6332 2021-07-06 13:16:44,221 - mmaction - INFO - Epoch [76][2240/3757] lr: 1.000e-03, eta: 3 days, 11:49:31, time: 1.063, data_time: 0.007, memory: 6921, loss_aux: 1.1707, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.8518, loss: 3.0225, grad_norm: 6.9741 2021-07-06 13:17:05,973 - mmaction - INFO - Epoch [76][2260/3757] lr: 1.000e-03, eta: 3 days, 11:49:09, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.0797, top1_acc: 0.6125, top5_acc: 0.8039, loss_cls: 1.6835, loss: 2.7632, grad_norm: 6.6476 2021-07-06 13:17:27,041 - mmaction - INFO - Epoch [76][2280/3757] lr: 1.000e-03, eta: 3 days, 11:48:47, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1541, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.8465, loss: 3.0007, grad_norm: 6.9984 2021-07-06 13:17:49,029 - mmaction - INFO - Epoch [76][2300/3757] lr: 1.000e-03, eta: 3 days, 11:48:26, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.1139, top1_acc: 0.5805, top5_acc: 0.7891, loss_cls: 1.7889, loss: 2.9028, grad_norm: 6.8529 2021-07-06 13:18:09,910 - mmaction - INFO - Epoch [76][2320/3757] lr: 1.000e-03, eta: 3 days, 11:48:04, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.1888, top1_acc: 0.5617, top5_acc: 0.7656, loss_cls: 1.9348, loss: 3.1236, grad_norm: 7.1153 2021-07-06 13:18:31,010 - mmaction - INFO - Epoch [76][2340/3757] lr: 1.000e-03, eta: 3 days, 11:47:42, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1424, top1_acc: 0.5875, top5_acc: 0.7891, loss_cls: 1.7995, loss: 2.9420, grad_norm: 6.8645 2021-07-06 13:18:52,266 - mmaction - INFO - Epoch [76][2360/3757] lr: 1.000e-03, eta: 3 days, 11:47:20, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.1760, top1_acc: 0.5586, top5_acc: 0.7797, loss_cls: 1.8621, loss: 3.0381, grad_norm: 7.0882 2021-07-06 13:19:13,438 - mmaction - INFO - Epoch [76][2380/3757] lr: 1.000e-03, eta: 3 days, 11:46:58, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.1693, top1_acc: 0.5695, top5_acc: 0.7852, loss_cls: 1.8647, loss: 3.0339, grad_norm: 6.9550 2021-07-06 13:19:34,783 - mmaction - INFO - Epoch [76][2400/3757] lr: 1.000e-03, eta: 3 days, 11:46:36, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.1728, top1_acc: 0.5531, top5_acc: 0.7773, loss_cls: 1.8736, loss: 3.0464, grad_norm: 6.8994 2021-07-06 13:19:55,893 - mmaction - INFO - Epoch [76][2420/3757] lr: 1.000e-03, eta: 3 days, 11:46:14, time: 1.056, data_time: 0.009, memory: 6921, loss_aux: 1.1348, top1_acc: 0.5883, top5_acc: 0.7828, loss_cls: 1.7919, loss: 2.9267, grad_norm: 6.9124 2021-07-06 13:20:17,904 - mmaction - INFO - Epoch [76][2440/3757] lr: 1.000e-03, eta: 3 days, 11:45:53, time: 1.100, data_time: 0.050, memory: 6921, loss_aux: 1.1193, top1_acc: 0.5883, top5_acc: 0.8039, loss_cls: 1.7596, loss: 2.8789, grad_norm: 6.8714 2021-07-06 13:20:39,052 - mmaction - INFO - Epoch [76][2460/3757] lr: 1.000e-03, eta: 3 days, 11:45:31, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.1598, top1_acc: 0.5758, top5_acc: 0.7852, loss_cls: 1.8208, loss: 2.9806, grad_norm: 6.9472 2021-07-06 13:21:00,309 - mmaction - INFO - Epoch [76][2480/3757] lr: 1.000e-03, eta: 3 days, 11:45:09, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.1829, top1_acc: 0.5734, top5_acc: 0.7734, loss_cls: 1.9069, loss: 3.0898, grad_norm: 7.0508 2021-07-06 13:21:21,588 - mmaction - INFO - Epoch [76][2500/3757] lr: 1.000e-03, eta: 3 days, 11:44:47, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.1325, top1_acc: 0.5969, top5_acc: 0.7984, loss_cls: 1.7604, loss: 2.8929, grad_norm: 6.8028 2021-07-06 13:21:42,651 - mmaction - INFO - Epoch [76][2520/3757] lr: 1.000e-03, eta: 3 days, 11:44:25, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1346, top1_acc: 0.5852, top5_acc: 0.7883, loss_cls: 1.7861, loss: 2.9206, grad_norm: 6.8512 2021-07-06 13:22:04,114 - mmaction - INFO - Epoch [76][2540/3757] lr: 1.000e-03, eta: 3 days, 11:44:03, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6305, top5_acc: 0.8156, loss_cls: 1.6114, loss: 2.6416, grad_norm: 6.6160 2021-07-06 13:22:25,220 - mmaction - INFO - Epoch [76][2560/3757] lr: 1.000e-03, eta: 3 days, 11:43:41, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.1435, top1_acc: 0.5781, top5_acc: 0.7930, loss_cls: 1.7826, loss: 2.9261, grad_norm: 6.9148 2021-07-06 13:22:46,394 - mmaction - INFO - Epoch [76][2580/3757] lr: 1.000e-03, eta: 3 days, 11:43:19, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.1533, top1_acc: 0.5797, top5_acc: 0.7906, loss_cls: 1.8857, loss: 3.0389, grad_norm: 6.9679 2021-07-06 13:23:07,716 - mmaction - INFO - Epoch [76][2600/3757] lr: 1.000e-03, eta: 3 days, 11:42:57, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.1068, top1_acc: 0.5875, top5_acc: 0.8000, loss_cls: 1.7362, loss: 2.8430, grad_norm: 6.9475 2021-07-06 13:23:28,780 - mmaction - INFO - Epoch [76][2620/3757] lr: 1.000e-03, eta: 3 days, 11:42:35, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.1702, top1_acc: 0.5461, top5_acc: 0.7742, loss_cls: 1.8787, loss: 3.0489, grad_norm: 7.1188 2021-07-06 13:23:50,481 - mmaction - INFO - Epoch [76][2640/3757] lr: 1.000e-03, eta: 3 days, 11:42:14, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.1209, top1_acc: 0.6000, top5_acc: 0.8016, loss_cls: 1.7984, loss: 2.9193, grad_norm: 6.8521 2021-07-06 13:24:12,364 - mmaction - INFO - Epoch [76][2660/3757] lr: 1.000e-03, eta: 3 days, 11:41:52, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.0608, top1_acc: 0.6102, top5_acc: 0.8227, loss_cls: 1.6672, loss: 2.7280, grad_norm: 6.7058 2021-07-06 13:24:33,792 - mmaction - INFO - Epoch [76][2680/3757] lr: 1.000e-03, eta: 3 days, 11:41:31, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.1402, top1_acc: 0.5867, top5_acc: 0.7812, loss_cls: 1.7773, loss: 2.9175, grad_norm: 6.9065 2021-07-06 13:24:54,842 - mmaction - INFO - Epoch [76][2700/3757] lr: 1.000e-03, eta: 3 days, 11:41:08, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.1268, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7784, loss: 2.9052, grad_norm: 6.8876 2021-07-06 13:25:15,801 - mmaction - INFO - Epoch [76][2720/3757] lr: 1.000e-03, eta: 3 days, 11:40:46, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.1398, top1_acc: 0.5813, top5_acc: 0.7852, loss_cls: 1.8127, loss: 2.9525, grad_norm: 6.9689 2021-07-06 13:25:36,943 - mmaction - INFO - Epoch [76][2740/3757] lr: 1.000e-03, eta: 3 days, 11:40:24, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0946, top1_acc: 0.6023, top5_acc: 0.7984, loss_cls: 1.7328, loss: 2.8274, grad_norm: 6.7778 2021-07-06 13:25:57,972 - mmaction - INFO - Epoch [76][2760/3757] lr: 1.000e-03, eta: 3 days, 11:40:02, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.1675, top1_acc: 0.5703, top5_acc: 0.7828, loss_cls: 1.8482, loss: 3.0157, grad_norm: 6.9860 2021-07-06 13:26:19,536 - mmaction - INFO - Epoch [76][2780/3757] lr: 1.000e-03, eta: 3 days, 11:39:40, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.1237, top1_acc: 0.5875, top5_acc: 0.7945, loss_cls: 1.7630, loss: 2.8867, grad_norm: 6.9315 2021-07-06 13:26:40,999 - mmaction - INFO - Epoch [76][2800/3757] lr: 1.000e-03, eta: 3 days, 11:39:19, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.1388, top1_acc: 0.5609, top5_acc: 0.7883, loss_cls: 1.8447, loss: 2.9835, grad_norm: 7.0455 2021-07-06 13:27:02,108 - mmaction - INFO - Epoch [76][2820/3757] lr: 1.000e-03, eta: 3 days, 11:38:57, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.1445, top1_acc: 0.5727, top5_acc: 0.7914, loss_cls: 1.8135, loss: 2.9580, grad_norm: 6.8693 2021-07-06 13:27:23,305 - mmaction - INFO - Epoch [76][2840/3757] lr: 1.000e-03, eta: 3 days, 11:38:35, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0908, top1_acc: 0.6070, top5_acc: 0.8063, loss_cls: 1.7216, loss: 2.8124, grad_norm: 6.7110 2021-07-06 13:27:44,425 - mmaction - INFO - Epoch [76][2860/3757] lr: 1.000e-03, eta: 3 days, 11:38:13, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.1162, top1_acc: 0.5867, top5_acc: 0.7922, loss_cls: 1.7666, loss: 2.8828, grad_norm: 6.8876 2021-07-06 13:28:05,366 - mmaction - INFO - Epoch [76][2880/3757] lr: 1.000e-03, eta: 3 days, 11:37:50, time: 1.049, data_time: 0.008, memory: 6921, loss_aux: 1.1479, top1_acc: 0.5547, top5_acc: 0.7664, loss_cls: 1.8728, loss: 3.0206, grad_norm: 6.9607 2021-07-06 13:28:26,554 - mmaction - INFO - Epoch [76][2900/3757] lr: 1.000e-03, eta: 3 days, 11:37:28, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0830, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.7134, loss: 2.7963, grad_norm: 7.0052 2021-07-06 13:28:47,672 - mmaction - INFO - Epoch [76][2920/3757] lr: 1.000e-03, eta: 3 days, 11:37:06, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0669, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6859, loss: 2.7528, grad_norm: 6.8694 2021-07-06 13:29:09,075 - mmaction - INFO - Epoch [76][2940/3757] lr: 1.000e-03, eta: 3 days, 11:36:45, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.1202, top1_acc: 0.5945, top5_acc: 0.7945, loss_cls: 1.7426, loss: 2.8628, grad_norm: 6.6531 2021-07-06 13:29:30,466 - mmaction - INFO - Epoch [76][2960/3757] lr: 1.000e-03, eta: 3 days, 11:36:23, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.1638, top1_acc: 0.5750, top5_acc: 0.7828, loss_cls: 1.8401, loss: 3.0039, grad_norm: 6.8953 2021-07-06 13:29:51,745 - mmaction - INFO - Epoch [76][2980/3757] lr: 1.000e-03, eta: 3 days, 11:36:01, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.1277, top1_acc: 0.5805, top5_acc: 0.8031, loss_cls: 1.7985, loss: 2.9262, grad_norm: 6.9516 2021-07-06 13:30:12,924 - mmaction - INFO - Epoch [76][3000/3757] lr: 1.000e-03, eta: 3 days, 11:35:39, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0941, top1_acc: 0.5953, top5_acc: 0.8063, loss_cls: 1.7182, loss: 2.8123, grad_norm: 6.9009 2021-07-06 13:30:34,524 - mmaction - INFO - Epoch [76][3020/3757] lr: 1.000e-03, eta: 3 days, 11:35:17, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.1205, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.7483, loss: 2.8688, grad_norm: 7.0193 2021-07-06 13:30:55,626 - mmaction - INFO - Epoch [76][3040/3757] lr: 1.000e-03, eta: 3 days, 11:34:55, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0887, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.7187, loss: 2.8073, grad_norm: 6.8315 2021-07-06 13:31:16,810 - mmaction - INFO - Epoch [76][3060/3757] lr: 1.000e-03, eta: 3 days, 11:34:33, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.1115, top1_acc: 0.5867, top5_acc: 0.8156, loss_cls: 1.7412, loss: 2.8527, grad_norm: 6.8638 2021-07-06 13:31:38,031 - mmaction - INFO - Epoch [76][3080/3757] lr: 1.000e-03, eta: 3 days, 11:34:11, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.1492, top1_acc: 0.5836, top5_acc: 0.7914, loss_cls: 1.8082, loss: 2.9574, grad_norm: 7.1621 2021-07-06 13:31:59,324 - mmaction - INFO - Epoch [76][3100/3757] lr: 1.000e-03, eta: 3 days, 11:33:49, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.1595, top1_acc: 0.5828, top5_acc: 0.7945, loss_cls: 1.8140, loss: 2.9735, grad_norm: 7.0826 2021-07-06 13:32:20,511 - mmaction - INFO - Epoch [76][3120/3757] lr: 1.000e-03, eta: 3 days, 11:33:27, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.1315, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.7946, loss: 2.9261, grad_norm: 6.8874 2021-07-06 13:32:41,290 - mmaction - INFO - Epoch [76][3140/3757] lr: 1.000e-03, eta: 3 days, 11:33:05, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 1.1301, top1_acc: 0.5969, top5_acc: 0.7898, loss_cls: 1.7641, loss: 2.8942, grad_norm: 6.8890 2021-07-06 13:33:02,613 - mmaction - INFO - Epoch [76][3160/3757] lr: 1.000e-03, eta: 3 days, 11:32:43, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.1403, top1_acc: 0.6023, top5_acc: 0.8047, loss_cls: 1.7184, loss: 2.8587, grad_norm: 6.8735 2021-07-06 13:33:23,755 - mmaction - INFO - Epoch [76][3180/3757] lr: 1.000e-03, eta: 3 days, 11:32:21, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.1483, top1_acc: 0.5781, top5_acc: 0.7820, loss_cls: 1.8494, loss: 2.9977, grad_norm: 7.1810 2021-07-06 13:33:45,668 - mmaction - INFO - Epoch [76][3200/3757] lr: 1.000e-03, eta: 3 days, 11:32:00, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.1574, top1_acc: 0.5641, top5_acc: 0.7734, loss_cls: 1.8657, loss: 3.0231, grad_norm: 6.9254 2021-07-06 13:34:06,942 - mmaction - INFO - Epoch [76][3220/3757] lr: 1.000e-03, eta: 3 days, 11:31:38, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.1082, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7529, loss: 2.8611, grad_norm: 6.8699 2021-07-06 13:34:27,860 - mmaction - INFO - Epoch [76][3240/3757] lr: 1.000e-03, eta: 3 days, 11:31:16, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 1.1240, top1_acc: 0.5844, top5_acc: 0.7906, loss_cls: 1.7980, loss: 2.9220, grad_norm: 6.9548 2021-07-06 13:34:48,894 - mmaction - INFO - Epoch [76][3260/3757] lr: 1.000e-03, eta: 3 days, 11:30:54, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.1323, top1_acc: 0.5852, top5_acc: 0.7828, loss_cls: 1.8113, loss: 2.9437, grad_norm: 6.9658 2021-07-06 13:35:10,231 - mmaction - INFO - Epoch [76][3280/3757] lr: 1.000e-03, eta: 3 days, 11:30:32, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.1426, top1_acc: 0.6000, top5_acc: 0.8039, loss_cls: 1.7485, loss: 2.8910, grad_norm: 7.0000 2021-07-06 13:35:31,687 - mmaction - INFO - Epoch [76][3300/3757] lr: 1.000e-03, eta: 3 days, 11:30:10, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.1535, top1_acc: 0.5750, top5_acc: 0.7906, loss_cls: 1.8251, loss: 2.9786, grad_norm: 6.9792 2021-07-06 13:35:53,020 - mmaction - INFO - Epoch [76][3320/3757] lr: 1.000e-03, eta: 3 days, 11:29:48, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.1484, top1_acc: 0.6000, top5_acc: 0.7945, loss_cls: 1.7786, loss: 2.9270, grad_norm: 6.8494 2021-07-06 13:36:14,027 - mmaction - INFO - Epoch [76][3340/3757] lr: 1.000e-03, eta: 3 days, 11:29:26, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.1325, top1_acc: 0.5813, top5_acc: 0.7984, loss_cls: 1.7927, loss: 2.9252, grad_norm: 6.9619 2021-07-06 13:36:35,202 - mmaction - INFO - Epoch [76][3360/3757] lr: 1.000e-03, eta: 3 days, 11:29:04, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.1248, top1_acc: 0.5969, top5_acc: 0.8063, loss_cls: 1.7312, loss: 2.8561, grad_norm: 6.8627 2021-07-06 13:36:56,295 - mmaction - INFO - Epoch [76][3380/3757] lr: 1.000e-03, eta: 3 days, 11:28:42, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0982, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.7171, loss: 2.8154, grad_norm: 6.8220 2021-07-06 13:37:17,289 - mmaction - INFO - Epoch [76][3400/3757] lr: 1.000e-03, eta: 3 days, 11:28:20, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.1196, top1_acc: 0.5859, top5_acc: 0.7922, loss_cls: 1.7815, loss: 2.9011, grad_norm: 6.9215 2021-07-06 13:37:38,462 - mmaction - INFO - Epoch [76][3420/3757] lr: 1.000e-03, eta: 3 days, 11:27:58, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.1233, top1_acc: 0.5844, top5_acc: 0.7977, loss_cls: 1.7947, loss: 2.9180, grad_norm: 6.9758 2021-07-06 13:37:59,701 - mmaction - INFO - Epoch [76][3440/3757] lr: 1.000e-03, eta: 3 days, 11:27:36, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 1.0888, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.7022, loss: 2.7910, grad_norm: 6.6222 2021-07-06 13:38:20,982 - mmaction - INFO - Epoch [76][3460/3757] lr: 1.000e-03, eta: 3 days, 11:27:14, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0986, top1_acc: 0.5648, top5_acc: 0.7898, loss_cls: 1.8225, loss: 2.9212, grad_norm: 7.0208 2021-07-06 13:38:42,630 - mmaction - INFO - Epoch [76][3480/3757] lr: 1.000e-03, eta: 3 days, 11:26:52, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.1317, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.7787, loss: 2.9104, grad_norm: 6.9606 2021-07-06 13:39:04,853 - mmaction - INFO - Epoch [76][3500/3757] lr: 1.000e-03, eta: 3 days, 11:26:31, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.1103, top1_acc: 0.6008, top5_acc: 0.8000, loss_cls: 1.7109, loss: 2.8212, grad_norm: 6.7943 2021-07-06 13:39:25,550 - mmaction - INFO - Epoch [76][3520/3757] lr: 1.000e-03, eta: 3 days, 11:26:09, time: 1.035, data_time: 0.002, memory: 6921, loss_aux: 1.1396, top1_acc: 0.5781, top5_acc: 0.7922, loss_cls: 1.7873, loss: 2.9269, grad_norm: 6.9341 2021-07-06 13:39:46,711 - mmaction - INFO - Epoch [76][3540/3757] lr: 1.000e-03, eta: 3 days, 11:25:47, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.1367, top1_acc: 0.5750, top5_acc: 0.8000, loss_cls: 1.7687, loss: 2.9054, grad_norm: 6.8995 2021-07-06 13:40:07,949 - mmaction - INFO - Epoch [76][3560/3757] lr: 1.000e-03, eta: 3 days, 11:25:25, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.1239, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7686, loss: 2.8925, grad_norm: 6.9812 2021-07-06 13:40:29,138 - mmaction - INFO - Epoch [76][3580/3757] lr: 1.000e-03, eta: 3 days, 11:25:03, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0958, top1_acc: 0.5906, top5_acc: 0.7945, loss_cls: 1.7261, loss: 2.8219, grad_norm: 6.6864 2021-07-06 13:40:50,293 - mmaction - INFO - Epoch [76][3600/3757] lr: 1.000e-03, eta: 3 days, 11:24:41, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.1293, top1_acc: 0.5930, top5_acc: 0.8008, loss_cls: 1.7553, loss: 2.8846, grad_norm: 7.0123 2021-07-06 13:41:11,504 - mmaction - INFO - Epoch [76][3620/3757] lr: 1.000e-03, eta: 3 days, 11:24:19, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.1621, top1_acc: 0.5586, top5_acc: 0.7852, loss_cls: 1.8685, loss: 3.0306, grad_norm: 7.0405 2021-07-06 13:41:32,868 - mmaction - INFO - Epoch [76][3640/3757] lr: 1.000e-03, eta: 3 days, 11:23:57, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.1144, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7368, loss: 2.8513, grad_norm: 6.9567 2021-07-06 13:41:54,047 - mmaction - INFO - Epoch [76][3660/3757] lr: 1.000e-03, eta: 3 days, 11:23:35, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0845, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.6818, loss: 2.7663, grad_norm: 6.9558 2021-07-06 13:42:15,208 - mmaction - INFO - Epoch [76][3680/3757] lr: 1.000e-03, eta: 3 days, 11:23:13, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.1020, top1_acc: 0.6023, top5_acc: 0.7992, loss_cls: 1.7007, loss: 2.8028, grad_norm: 6.8452 2021-07-06 13:42:36,471 - mmaction - INFO - Epoch [76][3700/3757] lr: 1.000e-03, eta: 3 days, 11:22:51, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.1230, top1_acc: 0.5867, top5_acc: 0.8008, loss_cls: 1.7572, loss: 2.8803, grad_norm: 7.1131 2021-07-06 13:42:57,639 - mmaction - INFO - Epoch [76][3720/3757] lr: 1.000e-03, eta: 3 days, 11:22:29, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0919, top1_acc: 0.6117, top5_acc: 0.8094, loss_cls: 1.6767, loss: 2.7687, grad_norm: 6.6972 2021-07-06 13:43:18,786 - mmaction - INFO - Epoch [76][3740/3757] lr: 1.000e-03, eta: 3 days, 11:22:07, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.1164, top1_acc: 0.5891, top5_acc: 0.7969, loss_cls: 1.7594, loss: 2.8758, grad_norm: 7.1153 2021-07-06 13:43:37,187 - mmaction - INFO - Saving checkpoint at 76 epochs 2021-07-06 13:44:39,398 - mmaction - INFO - Epoch [77][20/3757] lr: 1.000e-03, eta: 3 days, 11:21:48, time: 3.030, data_time: 1.978, memory: 6921, loss_aux: 1.1298, top1_acc: 0.5844, top5_acc: 0.8016, loss_cls: 1.7720, loss: 2.9018, grad_norm: 7.1760 2021-07-06 13:45:00,896 - mmaction - INFO - Epoch [77][40/3757] lr: 1.000e-03, eta: 3 days, 11:21:26, time: 1.074, data_time: 0.035, memory: 6921, loss_aux: 1.1229, top1_acc: 0.5797, top5_acc: 0.7937, loss_cls: 1.8148, loss: 2.9376, grad_norm: 6.9965 2021-07-06 13:45:22,250 - mmaction - INFO - Epoch [77][60/3757] lr: 1.000e-03, eta: 3 days, 11:21:04, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.1197, top1_acc: 0.5906, top5_acc: 0.7945, loss_cls: 1.7456, loss: 2.8652, grad_norm: 6.7716 2021-07-06 13:45:43,407 - mmaction - INFO - Epoch [77][80/3757] lr: 1.000e-03, eta: 3 days, 11:20:42, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0743, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7116, loss: 2.7860, grad_norm: 6.8197 2021-07-06 13:46:04,619 - mmaction - INFO - Epoch [77][100/3757] lr: 1.000e-03, eta: 3 days, 11:20:20, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0907, top1_acc: 0.5875, top5_acc: 0.7914, loss_cls: 1.7280, loss: 2.8187, grad_norm: 6.6804 2021-07-06 13:46:25,757 - mmaction - INFO - Epoch [77][120/3757] lr: 1.000e-03, eta: 3 days, 11:19:58, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.1511, top1_acc: 0.5813, top5_acc: 0.7891, loss_cls: 1.8238, loss: 2.9750, grad_norm: 7.2221 2021-07-06 13:46:47,020 - mmaction - INFO - Epoch [77][140/3757] lr: 1.000e-03, eta: 3 days, 11:19:36, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0655, top1_acc: 0.6094, top5_acc: 0.8141, loss_cls: 1.6556, loss: 2.7211, grad_norm: 6.8846 2021-07-06 13:47:08,014 - mmaction - INFO - Epoch [77][160/3757] lr: 1.000e-03, eta: 3 days, 11:19:14, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.1361, top1_acc: 0.5805, top5_acc: 0.7875, loss_cls: 1.8121, loss: 2.9482, grad_norm: 6.9885 2021-07-06 13:47:29,057 - mmaction - INFO - Epoch [77][180/3757] lr: 1.000e-03, eta: 3 days, 11:18:52, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0936, top1_acc: 0.6125, top5_acc: 0.8031, loss_cls: 1.6832, loss: 2.7769, grad_norm: 6.6531 2021-07-06 13:47:50,087 - mmaction - INFO - Epoch [77][200/3757] lr: 1.000e-03, eta: 3 days, 11:18:30, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.1101, top1_acc: 0.6117, top5_acc: 0.7977, loss_cls: 1.7136, loss: 2.8236, grad_norm: 6.9771 2021-07-06 13:48:12,137 - mmaction - INFO - Epoch [77][220/3757] lr: 1.000e-03, eta: 3 days, 11:18:09, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.1134, top1_acc: 0.5930, top5_acc: 0.7977, loss_cls: 1.7595, loss: 2.8729, grad_norm: 6.9619 2021-07-06 13:48:33,051 - mmaction - INFO - Epoch [77][240/3757] lr: 1.000e-03, eta: 3 days, 11:17:46, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.1465, top1_acc: 0.5773, top5_acc: 0.7977, loss_cls: 1.7815, loss: 2.9280, grad_norm: 7.1760 2021-07-06 13:48:54,183 - mmaction - INFO - Epoch [77][260/3757] lr: 1.000e-03, eta: 3 days, 11:17:24, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0937, top1_acc: 0.5852, top5_acc: 0.8055, loss_cls: 1.6859, loss: 2.7796, grad_norm: 7.1398 2021-07-06 13:49:15,352 - mmaction - INFO - Epoch [77][280/3757] lr: 1.000e-03, eta: 3 days, 11:17:02, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.1410, top1_acc: 0.6023, top5_acc: 0.7961, loss_cls: 1.7500, loss: 2.8909, grad_norm: 6.9724 2021-07-06 13:49:36,198 - mmaction - INFO - Epoch [77][300/3757] lr: 1.000e-03, eta: 3 days, 11:16:40, time: 1.041, data_time: 0.001, memory: 6921, loss_aux: 1.0659, top1_acc: 0.5961, top5_acc: 0.8133, loss_cls: 1.6664, loss: 2.7322, grad_norm: 6.8637 2021-07-06 13:49:57,464 - mmaction - INFO - Epoch [77][320/3757] lr: 1.000e-03, eta: 3 days, 11:16:18, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.1185, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7466, loss: 2.8651, grad_norm: 6.9132 2021-07-06 13:50:18,723 - mmaction - INFO - Epoch [77][340/3757] lr: 1.000e-03, eta: 3 days, 11:15:56, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0973, top1_acc: 0.5961, top5_acc: 0.8164, loss_cls: 1.6944, loss: 2.7917, grad_norm: 6.8249 2021-07-06 13:50:39,670 - mmaction - INFO - Epoch [77][360/3757] lr: 1.000e-03, eta: 3 days, 11:15:34, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0903, top1_acc: 0.5781, top5_acc: 0.7969, loss_cls: 1.7480, loss: 2.8383, grad_norm: 6.8559 2021-07-06 13:51:00,845 - mmaction - INFO - Epoch [77][380/3757] lr: 1.000e-03, eta: 3 days, 11:15:12, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.1036, top1_acc: 0.6062, top5_acc: 0.8078, loss_cls: 1.7010, loss: 2.8045, grad_norm: 6.9462 2021-07-06 13:51:23,174 - mmaction - INFO - Epoch [77][400/3757] lr: 1.000e-03, eta: 3 days, 11:14:51, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 1.1200, top1_acc: 0.5602, top5_acc: 0.8008, loss_cls: 1.7922, loss: 2.9122, grad_norm: 7.1989 2021-07-06 13:51:44,274 - mmaction - INFO - Epoch [77][420/3757] lr: 1.000e-03, eta: 3 days, 11:14:29, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.1349, top1_acc: 0.5719, top5_acc: 0.7914, loss_cls: 1.7951, loss: 2.9300, grad_norm: 7.0145 2021-07-06 13:52:05,767 - mmaction - INFO - Epoch [77][440/3757] lr: 1.000e-03, eta: 3 days, 11:14:07, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.1110, top1_acc: 0.5961, top5_acc: 0.7992, loss_cls: 1.7647, loss: 2.8756, grad_norm: 6.8384 2021-07-06 13:52:26,960 - mmaction - INFO - Epoch [77][460/3757] lr: 1.000e-03, eta: 3 days, 11:13:45, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0747, top1_acc: 0.6008, top5_acc: 0.7945, loss_cls: 1.7199, loss: 2.7947, grad_norm: 6.9125 2021-07-06 13:52:48,129 - mmaction - INFO - Epoch [77][480/3757] lr: 1.000e-03, eta: 3 days, 11:13:23, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.1022, top1_acc: 0.6125, top5_acc: 0.8023, loss_cls: 1.7146, loss: 2.8168, grad_norm: 6.8419 2021-07-06 13:53:09,535 - mmaction - INFO - Epoch [77][500/3757] lr: 1.000e-03, eta: 3 days, 11:13:02, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.1172, top1_acc: 0.5883, top5_acc: 0.8023, loss_cls: 1.7637, loss: 2.8809, grad_norm: 6.9617 2021-07-06 13:53:30,682 - mmaction - INFO - Epoch [77][520/3757] lr: 1.000e-03, eta: 3 days, 11:12:40, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.1363, top1_acc: 0.5836, top5_acc: 0.7859, loss_cls: 1.7636, loss: 2.8999, grad_norm: 7.0120 2021-07-06 13:53:51,813 - mmaction - INFO - Epoch [77][540/3757] lr: 1.000e-03, eta: 3 days, 11:12:17, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.1132, top1_acc: 0.5859, top5_acc: 0.8078, loss_cls: 1.7941, loss: 2.9073, grad_norm: 6.9505 2021-07-06 13:54:13,024 - mmaction - INFO - Epoch [77][560/3757] lr: 1.000e-03, eta: 3 days, 11:11:56, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0832, top1_acc: 0.5945, top5_acc: 0.8172, loss_cls: 1.6856, loss: 2.7688, grad_norm: 6.8422 2021-07-06 13:54:34,222 - mmaction - INFO - Epoch [77][580/3757] lr: 1.000e-03, eta: 3 days, 11:11:34, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0893, top1_acc: 0.6023, top5_acc: 0.7992, loss_cls: 1.6876, loss: 2.7768, grad_norm: 6.8681 2021-07-06 13:54:55,386 - mmaction - INFO - Epoch [77][600/3757] lr: 1.000e-03, eta: 3 days, 11:11:12, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.1571, top1_acc: 0.5672, top5_acc: 0.7750, loss_cls: 1.8787, loss: 3.0358, grad_norm: 7.1047 2021-07-06 13:55:16,737 - mmaction - INFO - Epoch [77][620/3757] lr: 1.000e-03, eta: 3 days, 11:10:50, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0849, top1_acc: 0.6320, top5_acc: 0.8102, loss_cls: 1.6547, loss: 2.7396, grad_norm: 6.8886 2021-07-06 13:55:38,000 - mmaction - INFO - Epoch [77][640/3757] lr: 1.000e-03, eta: 3 days, 11:10:28, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.1319, top1_acc: 0.5844, top5_acc: 0.7937, loss_cls: 1.7632, loss: 2.8951, grad_norm: 6.8750 2021-07-06 13:55:59,897 - mmaction - INFO - Epoch [77][660/3757] lr: 1.000e-03, eta: 3 days, 11:10:07, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.1263, top1_acc: 0.5906, top5_acc: 0.7969, loss_cls: 1.7359, loss: 2.8621, grad_norm: 6.9079 2021-07-06 13:56:20,847 - mmaction - INFO - Epoch [77][680/3757] lr: 1.000e-03, eta: 3 days, 11:09:44, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0942, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.6969, loss: 2.7910, grad_norm: 7.0238 2021-07-06 13:56:42,791 - mmaction - INFO - Epoch [77][700/3757] lr: 1.000e-03, eta: 3 days, 11:09:23, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.1079, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.7104, loss: 2.8183, grad_norm: 7.0041 2021-07-06 13:57:03,913 - mmaction - INFO - Epoch [77][720/3757] lr: 1.000e-03, eta: 3 days, 11:09:01, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1249, top1_acc: 0.5898, top5_acc: 0.7961, loss_cls: 1.7678, loss: 2.8927, grad_norm: 6.9061 2021-07-06 13:57:25,154 - mmaction - INFO - Epoch [77][740/3757] lr: 1.000e-03, eta: 3 days, 11:08:39, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0817, top1_acc: 0.6172, top5_acc: 0.8078, loss_cls: 1.6669, loss: 2.7487, grad_norm: 6.6835 2021-07-06 13:57:46,772 - mmaction - INFO - Epoch [77][760/3757] lr: 1.000e-03, eta: 3 days, 11:08:18, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.1141, top1_acc: 0.5859, top5_acc: 0.8000, loss_cls: 1.7167, loss: 2.8307, grad_norm: 6.9674 2021-07-06 13:58:08,058 - mmaction - INFO - Epoch [77][780/3757] lr: 1.000e-03, eta: 3 days, 11:07:56, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0879, top1_acc: 0.6062, top5_acc: 0.8164, loss_cls: 1.6614, loss: 2.7493, grad_norm: 6.7970 2021-07-06 13:58:29,839 - mmaction - INFO - Epoch [77][800/3757] lr: 1.000e-03, eta: 3 days, 11:07:34, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.0986, top1_acc: 0.6016, top5_acc: 0.8180, loss_cls: 1.6556, loss: 2.7542, grad_norm: 6.8085 2021-07-06 13:58:50,875 - mmaction - INFO - Epoch [77][820/3757] lr: 1.000e-03, eta: 3 days, 11:07:12, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.1272, top1_acc: 0.5695, top5_acc: 0.7859, loss_cls: 1.7974, loss: 2.9246, grad_norm: 7.1572 2021-07-06 13:59:12,750 - mmaction - INFO - Epoch [77][840/3757] lr: 1.000e-03, eta: 3 days, 11:06:51, time: 1.096, data_time: 0.048, memory: 6921, loss_aux: 1.0631, top1_acc: 0.6117, top5_acc: 0.8172, loss_cls: 1.6255, loss: 2.6886, grad_norm: 6.9070 2021-07-06 13:59:34,057 - mmaction - INFO - Epoch [77][860/3757] lr: 1.000e-03, eta: 3 days, 11:06:29, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0998, top1_acc: 0.5977, top5_acc: 0.8141, loss_cls: 1.6922, loss: 2.7919, grad_norm: 6.9930 2021-07-06 13:59:55,109 - mmaction - INFO - Epoch [77][880/3757] lr: 1.000e-03, eta: 3 days, 11:06:07, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1232, top1_acc: 0.5883, top5_acc: 0.7875, loss_cls: 1.7873, loss: 2.9105, grad_norm: 7.0026 2021-07-06 14:00:16,628 - mmaction - INFO - Epoch [77][900/3757] lr: 1.000e-03, eta: 3 days, 11:05:45, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.0576, top1_acc: 0.6227, top5_acc: 0.8078, loss_cls: 1.6394, loss: 2.6969, grad_norm: 6.7354 2021-07-06 14:00:37,700 - mmaction - INFO - Epoch [77][920/3757] lr: 1.000e-03, eta: 3 days, 11:05:23, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0761, top1_acc: 0.6164, top5_acc: 0.8195, loss_cls: 1.6431, loss: 2.7192, grad_norm: 6.7466 2021-07-06 14:00:58,775 - mmaction - INFO - Epoch [77][940/3757] lr: 1.000e-03, eta: 3 days, 11:05:01, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1347, top1_acc: 0.5922, top5_acc: 0.7852, loss_cls: 1.7868, loss: 2.9215, grad_norm: 6.8854 2021-07-06 14:01:20,141 - mmaction - INFO - Epoch [77][960/3757] lr: 1.000e-03, eta: 3 days, 11:04:39, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0419, top1_acc: 0.6078, top5_acc: 0.8133, loss_cls: 1.6470, loss: 2.6889, grad_norm: 6.8831 2021-07-06 14:01:41,197 - mmaction - INFO - Epoch [77][980/3757] lr: 1.000e-03, eta: 3 days, 11:04:17, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.1275, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7382, loss: 2.8657, grad_norm: 6.9881 2021-07-06 14:02:03,091 - mmaction - INFO - Epoch [77][1000/3757] lr: 1.000e-03, eta: 3 days, 11:03:56, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0984, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.7124, loss: 2.8108, grad_norm: 7.1014 2021-07-06 14:02:24,263 - mmaction - INFO - Epoch [77][1020/3757] lr: 1.000e-03, eta: 3 days, 11:03:34, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.1135, top1_acc: 0.5977, top5_acc: 0.7914, loss_cls: 1.7532, loss: 2.8667, grad_norm: 6.9503 2021-07-06 14:02:47,460 - mmaction - INFO - Epoch [77][1040/3757] lr: 1.000e-03, eta: 3 days, 11:03:14, time: 1.162, data_time: 0.004, memory: 6921, loss_aux: 1.1928, top1_acc: 0.5773, top5_acc: 0.7883, loss_cls: 1.8371, loss: 3.0299, grad_norm: 7.1247 2021-07-06 14:03:08,364 - mmaction - INFO - Epoch [77][1060/3757] lr: 1.000e-03, eta: 3 days, 11:02:52, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.0884, top1_acc: 0.5977, top5_acc: 0.8000, loss_cls: 1.7145, loss: 2.8030, grad_norm: 6.9152 2021-07-06 14:03:29,542 - mmaction - INFO - Epoch [77][1080/3757] lr: 1.000e-03, eta: 3 days, 11:02:30, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.1135, top1_acc: 0.5938, top5_acc: 0.8016, loss_cls: 1.7144, loss: 2.8279, grad_norm: 7.0897 2021-07-06 14:03:50,557 - mmaction - INFO - Epoch [77][1100/3757] lr: 1.000e-03, eta: 3 days, 11:02:07, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0869, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.7064, loss: 2.7932, grad_norm: 6.9482 2021-07-06 14:04:11,891 - mmaction - INFO - Epoch [77][1120/3757] lr: 1.000e-03, eta: 3 days, 11:01:46, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.1424, top1_acc: 0.5781, top5_acc: 0.7898, loss_cls: 1.7817, loss: 2.9242, grad_norm: 7.0844 2021-07-06 14:04:32,944 - mmaction - INFO - Epoch [77][1140/3757] lr: 1.000e-03, eta: 3 days, 11:01:23, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.1356, top1_acc: 0.5969, top5_acc: 0.7937, loss_cls: 1.7730, loss: 2.9086, grad_norm: 6.9440 2021-07-06 14:04:54,096 - mmaction - INFO - Epoch [77][1160/3757] lr: 1.000e-03, eta: 3 days, 11:01:01, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0952, top1_acc: 0.6180, top5_acc: 0.7945, loss_cls: 1.7082, loss: 2.8034, grad_norm: 6.6578 2021-07-06 14:05:15,280 - mmaction - INFO - Epoch [77][1180/3757] lr: 1.000e-03, eta: 3 days, 11:00:39, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0692, top1_acc: 0.6070, top5_acc: 0.8031, loss_cls: 1.6969, loss: 2.7661, grad_norm: 6.9026 2021-07-06 14:05:36,599 - mmaction - INFO - Epoch [77][1200/3757] lr: 1.000e-03, eta: 3 days, 11:00:18, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0811, top1_acc: 0.6047, top5_acc: 0.8055, loss_cls: 1.6756, loss: 2.7567, grad_norm: 6.7562 2021-07-06 14:05:57,659 - mmaction - INFO - Epoch [77][1220/3757] lr: 1.000e-03, eta: 3 days, 10:59:56, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.1278, top1_acc: 0.5820, top5_acc: 0.8148, loss_cls: 1.7449, loss: 2.8727, grad_norm: 7.0953 2021-07-06 14:06:19,525 - mmaction - INFO - Epoch [77][1240/3757] lr: 1.000e-03, eta: 3 days, 10:59:34, time: 1.094, data_time: 0.001, memory: 6921, loss_aux: 1.0732, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6645, loss: 2.7377, grad_norm: 6.9093 2021-07-06 14:06:40,918 - mmaction - INFO - Epoch [77][1260/3757] lr: 1.000e-03, eta: 3 days, 10:59:12, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.1657, top1_acc: 0.5609, top5_acc: 0.7727, loss_cls: 1.8651, loss: 3.0308, grad_norm: 7.1037 2021-07-06 14:07:02,214 - mmaction - INFO - Epoch [77][1280/3757] lr: 1.000e-03, eta: 3 days, 10:58:51, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.1285, top1_acc: 0.5891, top5_acc: 0.7922, loss_cls: 1.7830, loss: 2.9115, grad_norm: 6.8986 2021-07-06 14:07:23,352 - mmaction - INFO - Epoch [77][1300/3757] lr: 1.000e-03, eta: 3 days, 10:58:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.1460, top1_acc: 0.5805, top5_acc: 0.7828, loss_cls: 1.7788, loss: 2.9248, grad_norm: 6.9672 2021-07-06 14:07:44,594 - mmaction - INFO - Epoch [77][1320/3757] lr: 1.000e-03, eta: 3 days, 10:58:07, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.1063, top1_acc: 0.6008, top5_acc: 0.8008, loss_cls: 1.7368, loss: 2.8431, grad_norm: 7.0697 2021-07-06 14:08:05,768 - mmaction - INFO - Epoch [77][1340/3757] lr: 1.000e-03, eta: 3 days, 10:57:45, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.1003, top1_acc: 0.5961, top5_acc: 0.8055, loss_cls: 1.7192, loss: 2.8195, grad_norm: 7.0130 2021-07-06 14:08:27,040 - mmaction - INFO - Epoch [77][1360/3757] lr: 1.000e-03, eta: 3 days, 10:57:23, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0931, top1_acc: 0.5883, top5_acc: 0.7906, loss_cls: 1.7007, loss: 2.7938, grad_norm: 7.2055 2021-07-06 14:08:48,256 - mmaction - INFO - Epoch [77][1380/3757] lr: 1.000e-03, eta: 3 days, 10:57:01, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0976, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.7215, loss: 2.8191, grad_norm: 6.8982 2021-07-06 14:09:09,794 - mmaction - INFO - Epoch [77][1400/3757] lr: 1.000e-03, eta: 3 days, 10:56:39, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.1104, top1_acc: 0.5914, top5_acc: 0.8055, loss_cls: 1.7120, loss: 2.8225, grad_norm: 6.9711 2021-07-06 14:09:30,947 - mmaction - INFO - Epoch [77][1420/3757] lr: 1.000e-03, eta: 3 days, 10:56:17, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.1894, top1_acc: 0.5883, top5_acc: 0.7953, loss_cls: 1.7725, loss: 2.9619, grad_norm: 7.1578 2021-07-06 14:09:51,946 - mmaction - INFO - Epoch [77][1440/3757] lr: 1.000e-03, eta: 3 days, 10:55:55, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0919, top1_acc: 0.6180, top5_acc: 0.7953, loss_cls: 1.7033, loss: 2.7952, grad_norm: 6.7419 2021-07-06 14:10:12,944 - mmaction - INFO - Epoch [77][1460/3757] lr: 1.000e-03, eta: 3 days, 10:55:33, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0788, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.6802, loss: 2.7590, grad_norm: 6.9174 2021-07-06 14:10:34,239 - mmaction - INFO - Epoch [77][1480/3757] lr: 1.000e-03, eta: 3 days, 10:55:11, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.1475, top1_acc: 0.6000, top5_acc: 0.7930, loss_cls: 1.7589, loss: 2.9064, grad_norm: 7.2530 2021-07-06 14:10:55,342 - mmaction - INFO - Epoch [77][1500/3757] lr: 1.000e-03, eta: 3 days, 10:54:49, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0980, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6735, loss: 2.7715, grad_norm: 7.0425 2021-07-06 14:11:17,210 - mmaction - INFO - Epoch [77][1520/3757] lr: 1.000e-03, eta: 3 days, 10:54:28, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.0382, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.5604, loss: 2.5985, grad_norm: 6.7420 2021-07-06 14:11:38,406 - mmaction - INFO - Epoch [77][1540/3757] lr: 1.000e-03, eta: 3 days, 10:54:06, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0721, top1_acc: 0.6102, top5_acc: 0.8094, loss_cls: 1.6583, loss: 2.7303, grad_norm: 6.9174 2021-07-06 14:12:00,152 - mmaction - INFO - Epoch [77][1560/3757] lr: 1.000e-03, eta: 3 days, 10:53:44, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.1231, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.7259, loss: 2.8490, grad_norm: 7.0908 2021-07-06 14:12:21,258 - mmaction - INFO - Epoch [77][1580/3757] lr: 1.000e-03, eta: 3 days, 10:53:22, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.1009, top1_acc: 0.6094, top5_acc: 0.8070, loss_cls: 1.7132, loss: 2.8141, grad_norm: 6.9358 2021-07-06 14:12:42,733 - mmaction - INFO - Epoch [77][1600/3757] lr: 1.000e-03, eta: 3 days, 10:53:00, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.1132, top1_acc: 0.5867, top5_acc: 0.8055, loss_cls: 1.7455, loss: 2.8587, grad_norm: 6.9227 2021-07-06 14:13:03,909 - mmaction - INFO - Epoch [77][1620/3757] lr: 1.000e-03, eta: 3 days, 10:52:38, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.1613, top1_acc: 0.5930, top5_acc: 0.7805, loss_cls: 1.8098, loss: 2.9711, grad_norm: 7.0338 2021-07-06 14:13:25,003 - mmaction - INFO - Epoch [77][1640/3757] lr: 1.000e-03, eta: 3 days, 10:52:16, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0814, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.6960, loss: 2.7774, grad_norm: 7.0569 2021-07-06 14:13:46,229 - mmaction - INFO - Epoch [77][1660/3757] lr: 1.000e-03, eta: 3 days, 10:51:54, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0738, top1_acc: 0.6172, top5_acc: 0.8141, loss_cls: 1.6608, loss: 2.7346, grad_norm: 6.8511 2021-07-06 14:14:07,431 - mmaction - INFO - Epoch [77][1680/3757] lr: 1.000e-03, eta: 3 days, 10:51:32, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.1712, top1_acc: 0.5805, top5_acc: 0.7805, loss_cls: 1.8495, loss: 3.0207, grad_norm: 7.1858 2021-07-06 14:14:29,032 - mmaction - INFO - Epoch [77][1700/3757] lr: 1.000e-03, eta: 3 days, 10:51:11, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.0680, top1_acc: 0.6086, top5_acc: 0.8031, loss_cls: 1.6948, loss: 2.7628, grad_norm: 7.0138 2021-07-06 14:14:50,552 - mmaction - INFO - Epoch [77][1720/3757] lr: 1.000e-03, eta: 3 days, 10:50:49, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0881, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.6857, loss: 2.7739, grad_norm: 7.1391 2021-07-06 14:15:11,659 - mmaction - INFO - Epoch [77][1740/3757] lr: 1.000e-03, eta: 3 days, 10:50:27, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0954, top1_acc: 0.6070, top5_acc: 0.8078, loss_cls: 1.6786, loss: 2.7740, grad_norm: 6.7912 2021-07-06 14:15:32,584 - mmaction - INFO - Epoch [77][1760/3757] lr: 1.000e-03, eta: 3 days, 10:50:05, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0830, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.6631, loss: 2.7461, grad_norm: 6.9612 2021-07-06 14:15:53,627 - mmaction - INFO - Epoch [77][1780/3757] lr: 1.000e-03, eta: 3 days, 10:49:43, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0612, top1_acc: 0.6211, top5_acc: 0.8063, loss_cls: 1.6501, loss: 2.7113, grad_norm: 6.9596 2021-07-06 14:16:14,755 - mmaction - INFO - Epoch [77][1800/3757] lr: 1.000e-03, eta: 3 days, 10:49:21, time: 1.057, data_time: 0.012, memory: 6921, loss_aux: 1.1129, top1_acc: 0.5961, top5_acc: 0.7922, loss_cls: 1.7474, loss: 2.8603, grad_norm: 7.2318 2021-07-06 14:16:36,146 - mmaction - INFO - Epoch [77][1820/3757] lr: 1.000e-03, eta: 3 days, 10:48:59, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0813, top1_acc: 0.5898, top5_acc: 0.8094, loss_cls: 1.7037, loss: 2.7850, grad_norm: 7.0578 2021-07-06 14:16:57,289 - mmaction - INFO - Epoch [77][1840/3757] lr: 1.000e-03, eta: 3 days, 10:48:37, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.1081, top1_acc: 0.5914, top5_acc: 0.7953, loss_cls: 1.7648, loss: 2.8729, grad_norm: 7.1073 2021-07-06 14:17:18,308 - mmaction - INFO - Epoch [77][1860/3757] lr: 1.000e-03, eta: 3 days, 10:48:15, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1365, top1_acc: 0.5961, top5_acc: 0.7937, loss_cls: 1.7324, loss: 2.8689, grad_norm: 7.0400 2021-07-06 14:17:39,416 - mmaction - INFO - Epoch [77][1880/3757] lr: 1.000e-03, eta: 3 days, 10:47:53, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.1035, top1_acc: 0.5922, top5_acc: 0.8047, loss_cls: 1.7267, loss: 2.8302, grad_norm: 7.0552 2021-07-06 14:18:01,129 - mmaction - INFO - Epoch [77][1900/3757] lr: 1.000e-03, eta: 3 days, 10:47:31, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.1526, top1_acc: 0.5898, top5_acc: 0.7898, loss_cls: 1.8020, loss: 2.9546, grad_norm: 7.2891 2021-07-06 14:18:22,138 - mmaction - INFO - Epoch [77][1920/3757] lr: 1.000e-03, eta: 3 days, 10:47:09, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.1220, top1_acc: 0.5984, top5_acc: 0.8031, loss_cls: 1.7482, loss: 2.8702, grad_norm: 7.3589 2021-07-06 14:18:43,062 - mmaction - INFO - Epoch [77][1940/3757] lr: 1.000e-03, eta: 3 days, 10:46:47, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0893, top1_acc: 0.6016, top5_acc: 0.7969, loss_cls: 1.7208, loss: 2.8101, grad_norm: 6.8965 2021-07-06 14:19:04,296 - mmaction - INFO - Epoch [77][1960/3757] lr: 1.000e-03, eta: 3 days, 10:46:25, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.1261, top1_acc: 0.6016, top5_acc: 0.7992, loss_cls: 1.7374, loss: 2.8635, grad_norm: 7.0302 2021-07-06 14:19:25,737 - mmaction - INFO - Epoch [77][1980/3757] lr: 1.000e-03, eta: 3 days, 10:46:03, time: 1.075, data_time: 0.007, memory: 6921, loss_aux: 1.1666, top1_acc: 0.5852, top5_acc: 0.7914, loss_cls: 1.8062, loss: 2.9728, grad_norm: 7.2891 2021-07-06 14:19:47,444 - mmaction - INFO - Epoch [77][2000/3757] lr: 1.000e-03, eta: 3 days, 10:45:42, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.1312, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.7867, loss: 2.9179, grad_norm: 7.3403 2021-07-06 14:20:08,354 - mmaction - INFO - Epoch [77][2020/3757] lr: 1.000e-03, eta: 3 days, 10:45:20, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0626, top1_acc: 0.6211, top5_acc: 0.7984, loss_cls: 1.6641, loss: 2.7267, grad_norm: 6.8456 2021-07-06 14:20:29,910 - mmaction - INFO - Epoch [77][2040/3757] lr: 1.000e-03, eta: 3 days, 10:44:58, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.1360, top1_acc: 0.5938, top5_acc: 0.7828, loss_cls: 1.7978, loss: 2.9338, grad_norm: 7.0096 2021-07-06 14:20:50,993 - mmaction - INFO - Epoch [77][2060/3757] lr: 1.000e-03, eta: 3 days, 10:44:36, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0869, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6527, loss: 2.7396, grad_norm: 7.0399 2021-07-06 14:21:12,167 - mmaction - INFO - Epoch [77][2080/3757] lr: 1.000e-03, eta: 3 days, 10:44:14, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0965, top1_acc: 0.5844, top5_acc: 0.8078, loss_cls: 1.7400, loss: 2.8365, grad_norm: 7.0980 2021-07-06 14:21:33,595 - mmaction - INFO - Epoch [77][2100/3757] lr: 1.000e-03, eta: 3 days, 10:43:52, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.1088, top1_acc: 0.5875, top5_acc: 0.8078, loss_cls: 1.7122, loss: 2.8210, grad_norm: 7.0647 2021-07-06 14:21:54,789 - mmaction - INFO - Epoch [77][2120/3757] lr: 1.000e-03, eta: 3 days, 10:43:30, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.1110, top1_acc: 0.6023, top5_acc: 0.7898, loss_cls: 1.7499, loss: 2.8609, grad_norm: 6.8282 2021-07-06 14:22:16,065 - mmaction - INFO - Epoch [77][2140/3757] lr: 1.000e-03, eta: 3 days, 10:43:08, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0678, top1_acc: 0.6234, top5_acc: 0.8172, loss_cls: 1.6313, loss: 2.6991, grad_norm: 6.9395 2021-07-06 14:22:37,612 - mmaction - INFO - Epoch [77][2160/3757] lr: 1.000e-03, eta: 3 days, 10:42:47, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.1290, top1_acc: 0.5883, top5_acc: 0.7867, loss_cls: 1.7971, loss: 2.9261, grad_norm: 7.2034 2021-07-06 14:22:58,842 - mmaction - INFO - Epoch [77][2180/3757] lr: 1.000e-03, eta: 3 days, 10:42:25, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.1144, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7743, loss: 2.8886, grad_norm: 7.2622 2021-07-06 14:23:19,959 - mmaction - INFO - Epoch [77][2200/3757] lr: 1.000e-03, eta: 3 days, 10:42:03, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.1348, top1_acc: 0.5945, top5_acc: 0.7977, loss_cls: 1.7359, loss: 2.8707, grad_norm: 7.0816 2021-07-06 14:23:41,208 - mmaction - INFO - Epoch [77][2220/3757] lr: 1.000e-03, eta: 3 days, 10:41:41, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.1487, top1_acc: 0.5742, top5_acc: 0.7937, loss_cls: 1.8183, loss: 2.9670, grad_norm: 7.1655 2021-07-06 14:24:02,700 - mmaction - INFO - Epoch [77][2240/3757] lr: 1.000e-03, eta: 3 days, 10:41:19, time: 1.077, data_time: 0.025, memory: 6921, loss_aux: 1.1138, top1_acc: 0.5766, top5_acc: 0.7898, loss_cls: 1.7725, loss: 2.8863, grad_norm: 6.9147 2021-07-06 14:24:23,755 - mmaction - INFO - Epoch [77][2260/3757] lr: 1.000e-03, eta: 3 days, 10:40:57, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.1001, top1_acc: 0.5906, top5_acc: 0.8055, loss_cls: 1.7053, loss: 2.8054, grad_norm: 7.2545 2021-07-06 14:24:44,785 - mmaction - INFO - Epoch [77][2280/3757] lr: 1.000e-03, eta: 3 days, 10:40:35, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.1153, top1_acc: 0.5930, top5_acc: 0.7953, loss_cls: 1.7577, loss: 2.8730, grad_norm: 7.2271 2021-07-06 14:25:05,881 - mmaction - INFO - Epoch [77][2300/3757] lr: 1.000e-03, eta: 3 days, 10:40:13, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.1596, top1_acc: 0.5766, top5_acc: 0.7898, loss_cls: 1.8206, loss: 2.9802, grad_norm: 7.1986 2021-07-06 14:25:26,792 - mmaction - INFO - Epoch [77][2320/3757] lr: 1.000e-03, eta: 3 days, 10:39:51, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.1278, top1_acc: 0.5883, top5_acc: 0.7844, loss_cls: 1.8170, loss: 2.9449, grad_norm: 7.0231 2021-07-06 14:25:48,073 - mmaction - INFO - Epoch [77][2340/3757] lr: 1.000e-03, eta: 3 days, 10:39:29, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.1259, top1_acc: 0.5945, top5_acc: 0.7984, loss_cls: 1.7431, loss: 2.8690, grad_norm: 7.3282 2021-07-06 14:26:09,252 - mmaction - INFO - Epoch [77][2360/3757] lr: 1.000e-03, eta: 3 days, 10:39:07, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.1103, top1_acc: 0.6016, top5_acc: 0.8000, loss_cls: 1.7340, loss: 2.8444, grad_norm: 7.1216 2021-07-06 14:26:31,119 - mmaction - INFO - Epoch [77][2380/3757] lr: 1.000e-03, eta: 3 days, 10:38:45, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0850, top1_acc: 0.6078, top5_acc: 0.8000, loss_cls: 1.7186, loss: 2.8036, grad_norm: 7.0249 2021-07-06 14:26:52,166 - mmaction - INFO - Epoch [77][2400/3757] lr: 1.000e-03, eta: 3 days, 10:38:23, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.1185, top1_acc: 0.5898, top5_acc: 0.7977, loss_cls: 1.7268, loss: 2.8453, grad_norm: 7.1445 2021-07-06 14:27:13,247 - mmaction - INFO - Epoch [77][2420/3757] lr: 1.000e-03, eta: 3 days, 10:38:01, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.1249, top1_acc: 0.6047, top5_acc: 0.7953, loss_cls: 1.7156, loss: 2.8405, grad_norm: 6.8977 2021-07-06 14:27:34,575 - mmaction - INFO - Epoch [77][2440/3757] lr: 1.000e-03, eta: 3 days, 10:37:39, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.1129, top1_acc: 0.5922, top5_acc: 0.8055, loss_cls: 1.6993, loss: 2.8122, grad_norm: 6.9861 2021-07-06 14:27:55,783 - mmaction - INFO - Epoch [77][2460/3757] lr: 1.000e-03, eta: 3 days, 10:37:17, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0869, top1_acc: 0.5984, top5_acc: 0.8109, loss_cls: 1.7055, loss: 2.7924, grad_norm: 7.1052 2021-07-06 14:28:17,581 - mmaction - INFO - Epoch [77][2480/3757] lr: 1.000e-03, eta: 3 days, 10:36:56, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.0652, top1_acc: 0.6078, top5_acc: 0.8094, loss_cls: 1.6348, loss: 2.7000, grad_norm: 6.8622 2021-07-06 14:28:38,766 - mmaction - INFO - Epoch [77][2500/3757] lr: 1.000e-03, eta: 3 days, 10:36:34, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0540, top1_acc: 0.5852, top5_acc: 0.8102, loss_cls: 1.6799, loss: 2.7339, grad_norm: 7.2584 2021-07-06 14:28:59,869 - mmaction - INFO - Epoch [77][2520/3757] lr: 1.000e-03, eta: 3 days, 10:36:12, time: 1.056, data_time: 0.007, memory: 6921, loss_aux: 1.1255, top1_acc: 0.5883, top5_acc: 0.7945, loss_cls: 1.7586, loss: 2.8842, grad_norm: 7.2809 2021-07-06 14:29:21,147 - mmaction - INFO - Epoch [77][2540/3757] lr: 1.000e-03, eta: 3 days, 10:35:50, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0889, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.6501, loss: 2.7390, grad_norm: 6.8294 2021-07-06 14:29:42,867 - mmaction - INFO - Epoch [77][2560/3757] lr: 1.000e-03, eta: 3 days, 10:35:29, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.1027, top1_acc: 0.5984, top5_acc: 0.7977, loss_cls: 1.7351, loss: 2.8378, grad_norm: 7.2072 2021-07-06 14:30:05,048 - mmaction - INFO - Epoch [77][2580/3757] lr: 1.000e-03, eta: 3 days, 10:35:08, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.0833, top1_acc: 0.6078, top5_acc: 0.8055, loss_cls: 1.6931, loss: 2.7764, grad_norm: 6.9736 2021-07-06 14:30:26,204 - mmaction - INFO - Epoch [77][2600/3757] lr: 1.000e-03, eta: 3 days, 10:34:46, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.1458, top1_acc: 0.5820, top5_acc: 0.7820, loss_cls: 1.8187, loss: 2.9645, grad_norm: 6.9911 2021-07-06 14:30:47,295 - mmaction - INFO - Epoch [77][2620/3757] lr: 1.000e-03, eta: 3 days, 10:34:24, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1190, top1_acc: 0.5977, top5_acc: 0.7906, loss_cls: 1.7428, loss: 2.8617, grad_norm: 7.1728 2021-07-06 14:31:08,582 - mmaction - INFO - Epoch [77][2640/3757] lr: 1.000e-03, eta: 3 days, 10:34:02, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.1547, top1_acc: 0.5773, top5_acc: 0.7758, loss_cls: 1.8624, loss: 3.0170, grad_norm: 7.2123 2021-07-06 14:31:29,992 - mmaction - INFO - Epoch [77][2660/3757] lr: 1.000e-03, eta: 3 days, 10:33:40, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.1274, top1_acc: 0.5805, top5_acc: 0.7961, loss_cls: 1.7882, loss: 2.9156, grad_norm: 7.3741 2021-07-06 14:31:51,020 - mmaction - INFO - Epoch [77][2680/3757] lr: 1.000e-03, eta: 3 days, 10:33:18, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.1369, top1_acc: 0.5828, top5_acc: 0.7930, loss_cls: 1.7878, loss: 2.9247, grad_norm: 7.3427 2021-07-06 14:32:12,183 - mmaction - INFO - Epoch [77][2700/3757] lr: 1.000e-03, eta: 3 days, 10:32:56, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.1087, top1_acc: 0.6023, top5_acc: 0.7937, loss_cls: 1.7182, loss: 2.8269, grad_norm: 7.0822 2021-07-06 14:32:33,615 - mmaction - INFO - Epoch [77][2720/3757] lr: 1.000e-03, eta: 3 days, 10:32:34, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.0922, top1_acc: 0.5961, top5_acc: 0.8180, loss_cls: 1.6691, loss: 2.7613, grad_norm: 7.0570 2021-07-06 14:32:55,036 - mmaction - INFO - Epoch [77][2740/3757] lr: 1.000e-03, eta: 3 days, 10:32:12, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.1605, top1_acc: 0.5773, top5_acc: 0.7891, loss_cls: 1.8637, loss: 3.0242, grad_norm: 7.2610 2021-07-06 14:33:16,151 - mmaction - INFO - Epoch [77][2760/3757] lr: 1.000e-03, eta: 3 days, 10:31:50, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0869, top1_acc: 0.5969, top5_acc: 0.7945, loss_cls: 1.7297, loss: 2.8166, grad_norm: 7.2236 2021-07-06 14:33:37,088 - mmaction - INFO - Epoch [77][2780/3757] lr: 1.000e-03, eta: 3 days, 10:31:28, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.1037, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6895, loss: 2.7932, grad_norm: 6.9945 2021-07-06 14:33:58,768 - mmaction - INFO - Epoch [77][2800/3757] lr: 1.000e-03, eta: 3 days, 10:31:07, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.1244, top1_acc: 0.5938, top5_acc: 0.7977, loss_cls: 1.7625, loss: 2.8869, grad_norm: 7.3074 2021-07-06 14:34:19,955 - mmaction - INFO - Epoch [77][2820/3757] lr: 1.000e-03, eta: 3 days, 10:30:45, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.1455, top1_acc: 0.5883, top5_acc: 0.7969, loss_cls: 1.7581, loss: 2.9036, grad_norm: 7.2544 2021-07-06 14:34:42,202 - mmaction - INFO - Epoch [77][2840/3757] lr: 1.000e-03, eta: 3 days, 10:30:24, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.1229, top1_acc: 0.5734, top5_acc: 0.7875, loss_cls: 1.7902, loss: 2.9130, grad_norm: 7.2415 2021-07-06 14:35:03,319 - mmaction - INFO - Epoch [77][2860/3757] lr: 1.000e-03, eta: 3 days, 10:30:02, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.1407, top1_acc: 0.5961, top5_acc: 0.7891, loss_cls: 1.7636, loss: 2.9043, grad_norm: 7.0519 2021-07-06 14:35:24,430 - mmaction - INFO - Epoch [77][2880/3757] lr: 1.000e-03, eta: 3 days, 10:29:40, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.1068, top1_acc: 0.5797, top5_acc: 0.8086, loss_cls: 1.7291, loss: 2.8359, grad_norm: 7.1242 2021-07-06 14:35:45,567 - mmaction - INFO - Epoch [77][2900/3757] lr: 1.000e-03, eta: 3 days, 10:29:18, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6141, top5_acc: 0.8375, loss_cls: 1.5772, loss: 2.6075, grad_norm: 6.9366 2021-07-06 14:36:06,619 - mmaction - INFO - Epoch [77][2920/3757] lr: 1.000e-03, eta: 3 days, 10:28:55, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.1189, top1_acc: 0.6133, top5_acc: 0.8102, loss_cls: 1.7164, loss: 2.8353, grad_norm: 7.0711 2021-07-06 14:36:27,736 - mmaction - INFO - Epoch [77][2940/3757] lr: 1.000e-03, eta: 3 days, 10:28:33, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0746, top1_acc: 0.6203, top5_acc: 0.8211, loss_cls: 1.6570, loss: 2.7316, grad_norm: 7.0330 2021-07-06 14:36:49,281 - mmaction - INFO - Epoch [77][2960/3757] lr: 1.000e-03, eta: 3 days, 10:28:12, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.0603, top1_acc: 0.6047, top5_acc: 0.8164, loss_cls: 1.6374, loss: 2.6977, grad_norm: 7.0957 2021-07-06 14:37:10,991 - mmaction - INFO - Epoch [77][2980/3757] lr: 1.000e-03, eta: 3 days, 10:27:50, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 1.0631, top1_acc: 0.6031, top5_acc: 0.8086, loss_cls: 1.6865, loss: 2.7496, grad_norm: 7.0073 2021-07-06 14:37:32,278 - mmaction - INFO - Epoch [77][3000/3757] lr: 1.000e-03, eta: 3 days, 10:27:28, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.1493, top1_acc: 0.5672, top5_acc: 0.7961, loss_cls: 1.7948, loss: 2.9441, grad_norm: 7.4240 2021-07-06 14:37:53,537 - mmaction - INFO - Epoch [77][3020/3757] lr: 1.000e-03, eta: 3 days, 10:27:07, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.1255, top1_acc: 0.6023, top5_acc: 0.8102, loss_cls: 1.7469, loss: 2.8724, grad_norm: 7.1830 2021-07-06 14:38:14,514 - mmaction - INFO - Epoch [77][3040/3757] lr: 1.000e-03, eta: 3 days, 10:26:44, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.1303, top1_acc: 0.5938, top5_acc: 0.7953, loss_cls: 1.7324, loss: 2.8627, grad_norm: 7.2756 2021-07-06 14:38:35,683 - mmaction - INFO - Epoch [77][3060/3757] lr: 1.000e-03, eta: 3 days, 10:26:22, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0945, top1_acc: 0.6148, top5_acc: 0.8063, loss_cls: 1.6793, loss: 2.7738, grad_norm: 7.1258 2021-07-06 14:38:56,803 - mmaction - INFO - Epoch [77][3080/3757] lr: 1.000e-03, eta: 3 days, 10:26:00, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.1266, top1_acc: 0.5898, top5_acc: 0.8055, loss_cls: 1.7404, loss: 2.8670, grad_norm: 7.1552 2021-07-06 14:39:18,171 - mmaction - INFO - Epoch [77][3100/3757] lr: 1.000e-03, eta: 3 days, 10:25:39, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0672, top1_acc: 0.5953, top5_acc: 0.8305, loss_cls: 1.6276, loss: 2.6948, grad_norm: 7.0626 2021-07-06 14:39:39,189 - mmaction - INFO - Epoch [77][3120/3757] lr: 1.000e-03, eta: 3 days, 10:25:16, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0890, top1_acc: 0.5938, top5_acc: 0.7945, loss_cls: 1.6928, loss: 2.7818, grad_norm: 7.0931 2021-07-06 14:40:00,879 - mmaction - INFO - Epoch [77][3140/3757] lr: 1.000e-03, eta: 3 days, 10:24:55, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.0933, top1_acc: 0.5961, top5_acc: 0.8266, loss_cls: 1.6804, loss: 2.7736, grad_norm: 7.1510 2021-07-06 14:40:22,759 - mmaction - INFO - Epoch [77][3160/3757] lr: 1.000e-03, eta: 3 days, 10:24:34, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.0494, top1_acc: 0.6008, top5_acc: 0.8063, loss_cls: 1.6647, loss: 2.7141, grad_norm: 7.0660 2021-07-06 14:40:44,111 - mmaction - INFO - Epoch [77][3180/3757] lr: 1.000e-03, eta: 3 days, 10:24:12, time: 1.069, data_time: 0.006, memory: 6921, loss_aux: 1.0935, top1_acc: 0.6109, top5_acc: 0.7930, loss_cls: 1.7579, loss: 2.8514, grad_norm: 7.2350 2021-07-06 14:41:05,413 - mmaction - INFO - Epoch [77][3200/3757] lr: 1.000e-03, eta: 3 days, 10:23:50, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.1073, top1_acc: 0.5984, top5_acc: 0.8102, loss_cls: 1.7086, loss: 2.8159, grad_norm: 7.2340 2021-07-06 14:41:26,666 - mmaction - INFO - Epoch [77][3220/3757] lr: 1.000e-03, eta: 3 days, 10:23:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.1141, top1_acc: 0.5781, top5_acc: 0.7898, loss_cls: 1.7583, loss: 2.8725, grad_norm: 7.2448 2021-07-06 14:41:48,292 - mmaction - INFO - Epoch [77][3240/3757] lr: 1.000e-03, eta: 3 days, 10:23:06, time: 1.084, data_time: 0.006, memory: 6921, loss_aux: 1.0904, top1_acc: 0.6148, top5_acc: 0.8102, loss_cls: 1.6680, loss: 2.7584, grad_norm: 7.0448 2021-07-06 14:42:09,342 - mmaction - INFO - Epoch [77][3260/3757] lr: 1.000e-03, eta: 3 days, 10:22:44, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1350, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.7296, loss: 2.8647, grad_norm: 7.2061 2021-07-06 14:42:30,452 - mmaction - INFO - Epoch [77][3280/3757] lr: 1.000e-03, eta: 3 days, 10:22:22, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.1369, top1_acc: 0.5883, top5_acc: 0.8039, loss_cls: 1.7885, loss: 2.9254, grad_norm: 7.3224 2021-07-06 14:42:51,750 - mmaction - INFO - Epoch [77][3300/3757] lr: 1.000e-03, eta: 3 days, 10:22:01, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.1068, top1_acc: 0.6109, top5_acc: 0.7984, loss_cls: 1.7092, loss: 2.8160, grad_norm: 7.2564 2021-07-06 14:43:12,949 - mmaction - INFO - Epoch [77][3320/3757] lr: 1.000e-03, eta: 3 days, 10:21:39, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.1166, top1_acc: 0.6078, top5_acc: 0.8078, loss_cls: 1.6820, loss: 2.7986, grad_norm: 7.2450 2021-07-06 14:43:34,111 - mmaction - INFO - Epoch [77][3340/3757] lr: 1.000e-03, eta: 3 days, 10:21:17, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.1121, top1_acc: 0.6102, top5_acc: 0.8039, loss_cls: 1.7117, loss: 2.8238, grad_norm: 7.2645 2021-07-06 14:43:55,158 - mmaction - INFO - Epoch [77][3360/3757] lr: 1.000e-03, eta: 3 days, 10:20:54, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.1308, top1_acc: 0.6008, top5_acc: 0.7953, loss_cls: 1.7455, loss: 2.8763, grad_norm: 7.2361 2021-07-06 14:44:17,211 - mmaction - INFO - Epoch [77][3380/3757] lr: 1.000e-03, eta: 3 days, 10:20:33, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.0992, top1_acc: 0.5891, top5_acc: 0.7898, loss_cls: 1.7477, loss: 2.8469, grad_norm: 7.2122 2021-07-06 14:44:38,225 - mmaction - INFO - Epoch [77][3400/3757] lr: 1.000e-03, eta: 3 days, 10:20:11, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0815, top1_acc: 0.6117, top5_acc: 0.8023, loss_cls: 1.6900, loss: 2.7715, grad_norm: 7.1460 2021-07-06 14:44:59,390 - mmaction - INFO - Epoch [77][3420/3757] lr: 1.000e-03, eta: 3 days, 10:19:49, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.1135, top1_acc: 0.5922, top5_acc: 0.7992, loss_cls: 1.7706, loss: 2.8841, grad_norm: 7.3688 2021-07-06 14:45:20,443 - mmaction - INFO - Epoch [77][3440/3757] lr: 1.000e-03, eta: 3 days, 10:19:27, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1046, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7637, loss: 2.8683, grad_norm: 7.4586 2021-07-06 14:45:41,353 - mmaction - INFO - Epoch [77][3460/3757] lr: 1.000e-03, eta: 3 days, 10:19:05, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.1135, top1_acc: 0.5875, top5_acc: 0.7984, loss_cls: 1.7560, loss: 2.8695, grad_norm: 7.4511 2021-07-06 14:46:02,870 - mmaction - INFO - Epoch [77][3480/3757] lr: 1.000e-03, eta: 3 days, 10:18:43, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0932, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6661, loss: 2.7593, grad_norm: 7.2986 2021-07-06 14:46:24,289 - mmaction - INFO - Epoch [77][3500/3757] lr: 1.000e-03, eta: 3 days, 10:18:21, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.1057, top1_acc: 0.5984, top5_acc: 0.7977, loss_cls: 1.7485, loss: 2.8542, grad_norm: 7.3657 2021-07-06 14:46:45,817 - mmaction - INFO - Epoch [77][3520/3757] lr: 1.000e-03, eta: 3 days, 10:18:00, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.1448, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.7635, loss: 2.9083, grad_norm: 7.2623 2021-07-06 14:47:07,208 - mmaction - INFO - Epoch [77][3540/3757] lr: 1.000e-03, eta: 3 days, 10:17:38, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.1165, top1_acc: 0.5977, top5_acc: 0.7953, loss_cls: 1.7487, loss: 2.8652, grad_norm: 7.1055 2021-07-06 14:47:28,347 - mmaction - INFO - Epoch [77][3560/3757] lr: 1.000e-03, eta: 3 days, 10:17:16, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0792, top1_acc: 0.6000, top5_acc: 0.8047, loss_cls: 1.6743, loss: 2.7535, grad_norm: 6.9509 2021-07-06 14:47:49,517 - mmaction - INFO - Epoch [77][3580/3757] lr: 1.000e-03, eta: 3 days, 10:16:54, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0993, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.6957, loss: 2.7950, grad_norm: 7.2382 2021-07-06 14:48:10,849 - mmaction - INFO - Epoch [77][3600/3757] lr: 1.000e-03, eta: 3 days, 10:16:32, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.1041, top1_acc: 0.5836, top5_acc: 0.8000, loss_cls: 1.7389, loss: 2.8430, grad_norm: 7.2462 2021-07-06 14:48:32,000 - mmaction - INFO - Epoch [77][3620/3757] lr: 1.000e-03, eta: 3 days, 10:16:10, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0779, top1_acc: 0.6000, top5_acc: 0.8133, loss_cls: 1.6843, loss: 2.7623, grad_norm: 7.1597 2021-07-06 14:48:53,652 - mmaction - INFO - Epoch [77][3640/3757] lr: 1.000e-03, eta: 3 days, 10:15:49, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0856, top1_acc: 0.6023, top5_acc: 0.8109, loss_cls: 1.6804, loss: 2.7660, grad_norm: 7.0922 2021-07-06 14:49:14,734 - mmaction - INFO - Epoch [77][3660/3757] lr: 1.000e-03, eta: 3 days, 10:15:27, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.0939, top1_acc: 0.6164, top5_acc: 0.7992, loss_cls: 1.6889, loss: 2.7828, grad_norm: 7.1040 2021-07-06 14:49:35,574 - mmaction - INFO - Epoch [77][3680/3757] lr: 1.000e-03, eta: 3 days, 10:15:04, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0857, top1_acc: 0.5906, top5_acc: 0.7930, loss_cls: 1.7233, loss: 2.8091, grad_norm: 7.1216 2021-07-06 14:49:57,844 - mmaction - INFO - Epoch [77][3700/3757] lr: 1.000e-03, eta: 3 days, 10:14:43, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 1.1018, top1_acc: 0.5883, top5_acc: 0.7977, loss_cls: 1.7567, loss: 2.8585, grad_norm: 7.2666 2021-07-06 14:50:18,562 - mmaction - INFO - Epoch [77][3720/3757] lr: 1.000e-03, eta: 3 days, 10:14:21, time: 1.036, data_time: 0.002, memory: 6921, loss_aux: 1.0861, top1_acc: 0.6094, top5_acc: 0.8117, loss_cls: 1.6846, loss: 2.7706, grad_norm: 7.1235 2021-07-06 14:50:39,571 - mmaction - INFO - Epoch [77][3740/3757] lr: 1.000e-03, eta: 3 days, 10:13:59, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.1735, top1_acc: 0.5820, top5_acc: 0.7859, loss_cls: 1.8367, loss: 3.0102, grad_norm: 7.4102 2021-07-06 14:50:57,605 - mmaction - INFO - Saving checkpoint at 77 epochs 2021-07-06 14:52:01,054 - mmaction - INFO - Epoch [78][20/3757] lr: 1.000e-03, eta: 3 days, 10:13:40, time: 3.096, data_time: 2.068, memory: 6921, loss_aux: 1.1204, top1_acc: 0.6047, top5_acc: 0.7984, loss_cls: 1.7048, loss: 2.8252, grad_norm: 7.1129 2021-07-06 14:52:22,284 - mmaction - INFO - Epoch [78][40/3757] lr: 1.000e-03, eta: 3 days, 10:13:18, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0903, top1_acc: 0.5992, top5_acc: 0.8219, loss_cls: 1.7202, loss: 2.8105, grad_norm: 7.0509 2021-07-06 14:52:43,135 - mmaction - INFO - Epoch [78][60/3757] lr: 1.000e-03, eta: 3 days, 10:12:56, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.1447, top1_acc: 0.5922, top5_acc: 0.7961, loss_cls: 1.7891, loss: 2.9338, grad_norm: 7.2454 2021-07-06 14:53:05,231 - mmaction - INFO - Epoch [78][80/3757] lr: 1.000e-03, eta: 3 days, 10:12:34, time: 1.105, data_time: 0.032, memory: 6921, loss_aux: 1.0663, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.6213, loss: 2.6876, grad_norm: 6.9897 2021-07-06 14:53:26,263 - mmaction - INFO - Epoch [78][100/3757] lr: 1.000e-03, eta: 3 days, 10:12:12, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.1297, top1_acc: 0.5945, top5_acc: 0.8000, loss_cls: 1.7766, loss: 2.9063, grad_norm: 7.2039 2021-07-06 14:53:47,355 - mmaction - INFO - Epoch [78][120/3757] lr: 1.000e-03, eta: 3 days, 10:11:50, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.1308, top1_acc: 0.5922, top5_acc: 0.7992, loss_cls: 1.7638, loss: 2.8946, grad_norm: 7.0769 2021-07-06 14:54:08,587 - mmaction - INFO - Epoch [78][140/3757] lr: 1.000e-03, eta: 3 days, 10:11:28, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0916, top1_acc: 0.6125, top5_acc: 0.8039, loss_cls: 1.6786, loss: 2.7702, grad_norm: 7.0592 2021-07-06 14:54:30,213 - mmaction - INFO - Epoch [78][160/3757] lr: 1.000e-03, eta: 3 days, 10:11:07, time: 1.083, data_time: 0.005, memory: 6921, loss_aux: 1.0343, top1_acc: 0.6117, top5_acc: 0.8219, loss_cls: 1.6098, loss: 2.6440, grad_norm: 7.0344 2021-07-06 14:54:51,275 - mmaction - INFO - Epoch [78][180/3757] lr: 1.000e-03, eta: 3 days, 10:10:45, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.1129, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7491, loss: 2.8620, grad_norm: 7.2010 2021-07-06 14:55:13,401 - mmaction - INFO - Epoch [78][200/3757] lr: 1.000e-03, eta: 3 days, 10:10:24, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.0876, top1_acc: 0.6148, top5_acc: 0.8055, loss_cls: 1.6726, loss: 2.7601, grad_norm: 7.1259 2021-07-06 14:55:34,327 - mmaction - INFO - Epoch [78][220/3757] lr: 1.000e-03, eta: 3 days, 10:10:01, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0845, top1_acc: 0.6086, top5_acc: 0.8047, loss_cls: 1.6707, loss: 2.7553, grad_norm: 7.0213 2021-07-06 14:55:55,539 - mmaction - INFO - Epoch [78][240/3757] lr: 1.000e-03, eta: 3 days, 10:09:39, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.1353, top1_acc: 0.5813, top5_acc: 0.7805, loss_cls: 1.8214, loss: 2.9568, grad_norm: 7.4880 2021-07-06 14:56:16,510 - mmaction - INFO - Epoch [78][260/3757] lr: 1.000e-03, eta: 3 days, 10:09:17, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0871, top1_acc: 0.6312, top5_acc: 0.8047, loss_cls: 1.6445, loss: 2.7315, grad_norm: 6.9326 2021-07-06 14:56:37,663 - mmaction - INFO - Epoch [78][280/3757] lr: 1.000e-03, eta: 3 days, 10:08:55, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.1638, top1_acc: 0.5734, top5_acc: 0.7945, loss_cls: 1.8128, loss: 2.9767, grad_norm: 7.5073 2021-07-06 14:56:58,792 - mmaction - INFO - Epoch [78][300/3757] lr: 1.000e-03, eta: 3 days, 10:08:33, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0536, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.6030, loss: 2.6566, grad_norm: 7.2335 2021-07-06 14:57:19,962 - mmaction - INFO - Epoch [78][320/3757] lr: 1.000e-03, eta: 3 days, 10:08:11, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0838, top1_acc: 0.6133, top5_acc: 0.8180, loss_cls: 1.6393, loss: 2.7231, grad_norm: 7.1441 2021-07-06 14:57:41,239 - mmaction - INFO - Epoch [78][340/3757] lr: 1.000e-03, eta: 3 days, 10:07:49, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 1.0258, top1_acc: 0.6164, top5_acc: 0.8328, loss_cls: 1.5763, loss: 2.6021, grad_norm: 6.8917 2021-07-06 14:58:02,320 - mmaction - INFO - Epoch [78][360/3757] lr: 1.000e-03, eta: 3 days, 10:07:27, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0867, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.6766, loss: 2.7633, grad_norm: 7.1728 2021-07-06 14:58:23,324 - mmaction - INFO - Epoch [78][380/3757] lr: 1.000e-03, eta: 3 days, 10:07:05, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.1198, top1_acc: 0.5969, top5_acc: 0.7937, loss_cls: 1.7541, loss: 2.8739, grad_norm: 7.2306 2021-07-06 14:58:44,370 - mmaction - INFO - Epoch [78][400/3757] lr: 1.000e-03, eta: 3 days, 10:06:43, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0708, top1_acc: 0.6117, top5_acc: 0.8141, loss_cls: 1.6499, loss: 2.7207, grad_norm: 7.0014 2021-07-06 14:59:05,830 - mmaction - INFO - Epoch [78][420/3757] lr: 1.000e-03, eta: 3 days, 10:06:21, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0546, top1_acc: 0.6164, top5_acc: 0.8313, loss_cls: 1.5963, loss: 2.6509, grad_norm: 7.0882 2021-07-06 14:59:27,237 - mmaction - INFO - Epoch [78][440/3757] lr: 1.000e-03, eta: 3 days, 10:06:00, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0888, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.6816, loss: 2.7704, grad_norm: 7.3007 2021-07-06 14:59:48,466 - mmaction - INFO - Epoch [78][460/3757] lr: 1.000e-03, eta: 3 days, 10:05:38, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0686, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6443, loss: 2.7129, grad_norm: 7.0850 2021-07-06 15:00:09,591 - mmaction - INFO - Epoch [78][480/3757] lr: 1.000e-03, eta: 3 days, 10:05:16, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.1219, top1_acc: 0.5695, top5_acc: 0.8000, loss_cls: 1.7286, loss: 2.8506, grad_norm: 7.3559 2021-07-06 15:00:30,669 - mmaction - INFO - Epoch [78][500/3757] lr: 1.000e-03, eta: 3 days, 10:04:54, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0664, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6344, loss: 2.7008, grad_norm: 7.1164 2021-07-06 15:00:51,649 - mmaction - INFO - Epoch [78][520/3757] lr: 1.000e-03, eta: 3 days, 10:04:31, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.1213, top1_acc: 0.5852, top5_acc: 0.7820, loss_cls: 1.8036, loss: 2.9249, grad_norm: 7.4060 2021-07-06 15:01:12,971 - mmaction - INFO - Epoch [78][540/3757] lr: 1.000e-03, eta: 3 days, 10:04:10, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.1431, top1_acc: 0.5977, top5_acc: 0.7984, loss_cls: 1.7396, loss: 2.8827, grad_norm: 7.1371 2021-07-06 15:01:34,184 - mmaction - INFO - Epoch [78][560/3757] lr: 1.000e-03, eta: 3 days, 10:03:48, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.1612, top1_acc: 0.5742, top5_acc: 0.7617, loss_cls: 1.8803, loss: 3.0414, grad_norm: 7.3179 2021-07-06 15:01:55,386 - mmaction - INFO - Epoch [78][580/3757] lr: 1.000e-03, eta: 3 days, 10:03:26, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.1068, top1_acc: 0.6000, top5_acc: 0.8102, loss_cls: 1.7346, loss: 2.8414, grad_norm: 7.3087 2021-07-06 15:02:16,739 - mmaction - INFO - Epoch [78][600/3757] lr: 1.000e-03, eta: 3 days, 10:03:04, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0974, top1_acc: 0.5898, top5_acc: 0.8063, loss_cls: 1.6723, loss: 2.7697, grad_norm: 7.3553 2021-07-06 15:02:37,929 - mmaction - INFO - Epoch [78][620/3757] lr: 1.000e-03, eta: 3 days, 10:02:42, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0795, top1_acc: 0.6047, top5_acc: 0.8094, loss_cls: 1.7022, loss: 2.7817, grad_norm: 7.0529 2021-07-06 15:02:59,274 - mmaction - INFO - Epoch [78][640/3757] lr: 1.000e-03, eta: 3 days, 10:02:20, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6258, top5_acc: 0.8187, loss_cls: 1.6318, loss: 2.6960, grad_norm: 7.0627 2021-07-06 15:03:20,433 - mmaction - INFO - Epoch [78][660/3757] lr: 1.000e-03, eta: 3 days, 10:01:58, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0844, top1_acc: 0.6070, top5_acc: 0.8102, loss_cls: 1.6693, loss: 2.7537, grad_norm: 7.0438 2021-07-06 15:03:41,627 - mmaction - INFO - Epoch [78][680/3757] lr: 1.000e-03, eta: 3 days, 10:01:36, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.1035, top1_acc: 0.6078, top5_acc: 0.8141, loss_cls: 1.6702, loss: 2.7737, grad_norm: 6.9272 2021-07-06 15:04:03,155 - mmaction - INFO - Epoch [78][700/3757] lr: 1.000e-03, eta: 3 days, 10:01:14, time: 1.077, data_time: 0.042, memory: 6921, loss_aux: 1.0830, top1_acc: 0.6109, top5_acc: 0.8117, loss_cls: 1.6837, loss: 2.7667, grad_norm: 7.1474 2021-07-06 15:04:24,690 - mmaction - INFO - Epoch [78][720/3757] lr: 1.000e-03, eta: 3 days, 10:00:53, time: 1.078, data_time: 0.035, memory: 6921, loss_aux: 1.1589, top1_acc: 0.5844, top5_acc: 0.7891, loss_cls: 1.8178, loss: 2.9766, grad_norm: 7.3439 2021-07-06 15:04:46,088 - mmaction - INFO - Epoch [78][740/3757] lr: 1.000e-03, eta: 3 days, 10:00:31, time: 1.068, data_time: 0.022, memory: 6921, loss_aux: 1.1547, top1_acc: 0.5664, top5_acc: 0.7773, loss_cls: 1.8707, loss: 3.0255, grad_norm: 7.4240 2021-07-06 15:05:07,253 - mmaction - INFO - Epoch [78][760/3757] lr: 1.000e-03, eta: 3 days, 10:00:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0753, top1_acc: 0.6016, top5_acc: 0.8000, loss_cls: 1.6954, loss: 2.7706, grad_norm: 6.9864 2021-07-06 15:05:28,231 - mmaction - INFO - Epoch [78][780/3757] lr: 1.000e-03, eta: 3 days, 9:59:47, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.1402, top1_acc: 0.5984, top5_acc: 0.7844, loss_cls: 1.7858, loss: 2.9260, grad_norm: 7.2010 2021-07-06 15:05:49,413 - mmaction - INFO - Epoch [78][800/3757] lr: 1.000e-03, eta: 3 days, 9:59:25, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0678, top1_acc: 0.5930, top5_acc: 0.7977, loss_cls: 1.6724, loss: 2.7402, grad_norm: 7.2482 2021-07-06 15:06:10,684 - mmaction - INFO - Epoch [78][820/3757] lr: 1.000e-03, eta: 3 days, 9:59:03, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0405, top1_acc: 0.6375, top5_acc: 0.8211, loss_cls: 1.5982, loss: 2.6387, grad_norm: 6.8240 2021-07-06 15:06:32,038 - mmaction - INFO - Epoch [78][840/3757] lr: 1.000e-03, eta: 3 days, 9:58:41, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0885, top1_acc: 0.6258, top5_acc: 0.8109, loss_cls: 1.6988, loss: 2.7872, grad_norm: 7.1130 2021-07-06 15:06:52,953 - mmaction - INFO - Epoch [78][860/3757] lr: 1.000e-03, eta: 3 days, 9:58:19, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0571, top1_acc: 0.6125, top5_acc: 0.8031, loss_cls: 1.6818, loss: 2.7389, grad_norm: 7.0584 2021-07-06 15:07:14,130 - mmaction - INFO - Epoch [78][880/3757] lr: 1.000e-03, eta: 3 days, 9:57:57, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.1109, top1_acc: 0.5938, top5_acc: 0.8008, loss_cls: 1.7440, loss: 2.8549, grad_norm: 7.3021 2021-07-06 15:07:35,220 - mmaction - INFO - Epoch [78][900/3757] lr: 1.000e-03, eta: 3 days, 9:57:35, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.1053, top1_acc: 0.6164, top5_acc: 0.8016, loss_cls: 1.6979, loss: 2.8032, grad_norm: 7.0353 2021-07-06 15:07:56,187 - mmaction - INFO - Epoch [78][920/3757] lr: 1.000e-03, eta: 3 days, 9:57:13, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.1170, top1_acc: 0.6078, top5_acc: 0.8109, loss_cls: 1.7046, loss: 2.8216, grad_norm: 7.2976 2021-07-06 15:08:17,442 - mmaction - INFO - Epoch [78][940/3757] lr: 1.000e-03, eta: 3 days, 9:56:51, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0902, top1_acc: 0.6070, top5_acc: 0.8234, loss_cls: 1.6595, loss: 2.7497, grad_norm: 7.0958 2021-07-06 15:08:38,626 - mmaction - INFO - Epoch [78][960/3757] lr: 1.000e-03, eta: 3 days, 9:56:29, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5412, loss: 2.5768, grad_norm: 6.8547 2021-07-06 15:08:59,921 - mmaction - INFO - Epoch [78][980/3757] lr: 1.000e-03, eta: 3 days, 9:56:07, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.1299, top1_acc: 0.5969, top5_acc: 0.8039, loss_cls: 1.7352, loss: 2.8651, grad_norm: 7.1602 2021-07-06 15:09:21,071 - mmaction - INFO - Epoch [78][1000/3757] lr: 1.000e-03, eta: 3 days, 9:55:45, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0643, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.5775, loss: 2.6418, grad_norm: 6.9528 2021-07-06 15:09:42,211 - mmaction - INFO - Epoch [78][1020/3757] lr: 1.000e-03, eta: 3 days, 9:55:23, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0609, top1_acc: 0.6117, top5_acc: 0.8164, loss_cls: 1.6091, loss: 2.6700, grad_norm: 7.0964 2021-07-06 15:10:03,321 - mmaction - INFO - Epoch [78][1040/3757] lr: 1.000e-03, eta: 3 days, 9:55:01, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.1237, top1_acc: 0.5875, top5_acc: 0.7922, loss_cls: 1.7742, loss: 2.8978, grad_norm: 7.2736 2021-07-06 15:10:24,466 - mmaction - INFO - Epoch [78][1060/3757] lr: 1.000e-03, eta: 3 days, 9:54:39, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.1002, top1_acc: 0.5914, top5_acc: 0.7984, loss_cls: 1.7152, loss: 2.8154, grad_norm: 7.1414 2021-07-06 15:10:45,470 - mmaction - INFO - Epoch [78][1080/3757] lr: 1.000e-03, eta: 3 days, 9:54:17, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.1321, top1_acc: 0.6070, top5_acc: 0.7891, loss_cls: 1.7841, loss: 2.9162, grad_norm: 7.3078 2021-07-06 15:11:07,292 - mmaction - INFO - Epoch [78][1100/3757] lr: 1.000e-03, eta: 3 days, 9:53:56, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.0801, top1_acc: 0.6117, top5_acc: 0.7984, loss_cls: 1.6894, loss: 2.7696, grad_norm: 7.4200 2021-07-06 15:11:28,512 - mmaction - INFO - Epoch [78][1120/3757] lr: 1.000e-03, eta: 3 days, 9:53:34, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0601, top1_acc: 0.6242, top5_acc: 0.8008, loss_cls: 1.6691, loss: 2.7292, grad_norm: 7.0047 2021-07-06 15:11:49,647 - mmaction - INFO - Epoch [78][1140/3757] lr: 1.000e-03, eta: 3 days, 9:53:12, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0699, top1_acc: 0.6195, top5_acc: 0.8211, loss_cls: 1.6242, loss: 2.6940, grad_norm: 7.0011 2021-07-06 15:12:10,959 - mmaction - INFO - Epoch [78][1160/3757] lr: 1.000e-03, eta: 3 days, 9:52:50, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0672, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6583, loss: 2.7255, grad_norm: 7.0035 2021-07-06 15:12:31,899 - mmaction - INFO - Epoch [78][1180/3757] lr: 1.000e-03, eta: 3 days, 9:52:28, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0904, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6752, loss: 2.7655, grad_norm: 7.1631 2021-07-06 15:12:53,046 - mmaction - INFO - Epoch [78][1200/3757] lr: 1.000e-03, eta: 3 days, 9:52:06, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0730, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.6606, loss: 2.7336, grad_norm: 7.2204 2021-07-06 15:13:15,115 - mmaction - INFO - Epoch [78][1220/3757] lr: 1.000e-03, eta: 3 days, 9:51:44, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.0663, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6128, loss: 2.6791, grad_norm: 7.0302 2021-07-06 15:13:36,266 - mmaction - INFO - Epoch [78][1240/3757] lr: 1.000e-03, eta: 3 days, 9:51:22, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0769, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6397, loss: 2.7166, grad_norm: 7.1716 2021-07-06 15:13:57,834 - mmaction - INFO - Epoch [78][1260/3757] lr: 1.000e-03, eta: 3 days, 9:51:01, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.1114, top1_acc: 0.6070, top5_acc: 0.8086, loss_cls: 1.6901, loss: 2.8015, grad_norm: 7.1465 2021-07-06 15:14:19,309 - mmaction - INFO - Epoch [78][1280/3757] lr: 1.000e-03, eta: 3 days, 9:50:39, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.1031, top1_acc: 0.5922, top5_acc: 0.8102, loss_cls: 1.7037, loss: 2.8068, grad_norm: 7.2840 2021-07-06 15:14:40,571 - mmaction - INFO - Epoch [78][1300/3757] lr: 1.000e-03, eta: 3 days, 9:50:17, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0770, top1_acc: 0.6133, top5_acc: 0.8180, loss_cls: 1.6236, loss: 2.7006, grad_norm: 7.1385 2021-07-06 15:15:01,820 - mmaction - INFO - Epoch [78][1320/3757] lr: 1.000e-03, eta: 3 days, 9:49:55, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.0962, top1_acc: 0.6055, top5_acc: 0.8000, loss_cls: 1.6847, loss: 2.7809, grad_norm: 7.3147 2021-07-06 15:15:23,287 - mmaction - INFO - Epoch [78][1340/3757] lr: 1.000e-03, eta: 3 days, 9:49:34, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.1014, top1_acc: 0.6016, top5_acc: 0.8016, loss_cls: 1.7278, loss: 2.8291, grad_norm: 7.2345 2021-07-06 15:15:44,564 - mmaction - INFO - Epoch [78][1360/3757] lr: 1.000e-03, eta: 3 days, 9:49:12, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0637, top1_acc: 0.6188, top5_acc: 0.8148, loss_cls: 1.6363, loss: 2.7001, grad_norm: 7.0938 2021-07-06 15:16:05,571 - mmaction - INFO - Epoch [78][1380/3757] lr: 1.000e-03, eta: 3 days, 9:48:50, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.1023, top1_acc: 0.5977, top5_acc: 0.8039, loss_cls: 1.7022, loss: 2.8045, grad_norm: 7.1419 2021-07-06 15:16:27,071 - mmaction - INFO - Epoch [78][1400/3757] lr: 1.000e-03, eta: 3 days, 9:48:28, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0927, top1_acc: 0.6172, top5_acc: 0.8211, loss_cls: 1.6526, loss: 2.7453, grad_norm: 7.2749 2021-07-06 15:16:48,146 - mmaction - INFO - Epoch [78][1420/3757] lr: 1.000e-03, eta: 3 days, 9:48:06, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0935, top1_acc: 0.6258, top5_acc: 0.8164, loss_cls: 1.6426, loss: 2.7362, grad_norm: 6.9826 2021-07-06 15:17:09,771 - mmaction - INFO - Epoch [78][1440/3757] lr: 1.000e-03, eta: 3 days, 9:47:44, time: 1.082, data_time: 0.007, memory: 6921, loss_aux: 1.0797, top1_acc: 0.5984, top5_acc: 0.8125, loss_cls: 1.6964, loss: 2.7761, grad_norm: 7.1296 2021-07-06 15:17:31,638 - mmaction - INFO - Epoch [78][1460/3757] lr: 1.000e-03, eta: 3 days, 9:47:23, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.0988, top1_acc: 0.6148, top5_acc: 0.8141, loss_cls: 1.6517, loss: 2.7505, grad_norm: 7.3403 2021-07-06 15:17:52,644 - mmaction - INFO - Epoch [78][1480/3757] lr: 1.000e-03, eta: 3 days, 9:47:01, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.1269, top1_acc: 0.6094, top5_acc: 0.8039, loss_cls: 1.7493, loss: 2.8762, grad_norm: 7.2304 2021-07-06 15:18:13,607 - mmaction - INFO - Epoch [78][1500/3757] lr: 1.000e-03, eta: 3 days, 9:46:39, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0806, top1_acc: 0.6023, top5_acc: 0.8000, loss_cls: 1.7035, loss: 2.7842, grad_norm: 7.2824 2021-07-06 15:18:34,765 - mmaction - INFO - Epoch [78][1520/3757] lr: 1.000e-03, eta: 3 days, 9:46:17, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.1666, top1_acc: 0.5828, top5_acc: 0.8047, loss_cls: 1.7597, loss: 2.9264, grad_norm: 7.4252 2021-07-06 15:18:56,188 - mmaction - INFO - Epoch [78][1540/3757] lr: 1.000e-03, eta: 3 days, 9:45:55, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0499, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.6024, loss: 2.6523, grad_norm: 7.0181 2021-07-06 15:19:17,764 - mmaction - INFO - Epoch [78][1560/3757] lr: 1.000e-03, eta: 3 days, 9:45:33, time: 1.079, data_time: 0.036, memory: 6921, loss_aux: 1.1011, top1_acc: 0.5891, top5_acc: 0.7867, loss_cls: 1.7603, loss: 2.8614, grad_norm: 7.2893 2021-07-06 15:19:39,632 - mmaction - INFO - Epoch [78][1580/3757] lr: 1.000e-03, eta: 3 days, 9:45:12, time: 1.094, data_time: 0.064, memory: 6921, loss_aux: 1.1554, top1_acc: 0.5891, top5_acc: 0.7914, loss_cls: 1.8093, loss: 2.9647, grad_norm: 7.2662 2021-07-06 15:20:00,589 - mmaction - INFO - Epoch [78][1600/3757] lr: 1.000e-03, eta: 3 days, 9:44:50, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0479, top1_acc: 0.6141, top5_acc: 0.8102, loss_cls: 1.6425, loss: 2.6904, grad_norm: 7.1376 2021-07-06 15:20:21,795 - mmaction - INFO - Epoch [78][1620/3757] lr: 1.000e-03, eta: 3 days, 9:44:28, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0805, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.6388, loss: 2.7193, grad_norm: 7.0778 2021-07-06 15:20:43,405 - mmaction - INFO - Epoch [78][1640/3757] lr: 1.000e-03, eta: 3 days, 9:44:06, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0851, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6694, loss: 2.7545, grad_norm: 7.2276 2021-07-06 15:21:05,064 - mmaction - INFO - Epoch [78][1660/3757] lr: 1.000e-03, eta: 3 days, 9:43:45, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0638, top1_acc: 0.6125, top5_acc: 0.8117, loss_cls: 1.6180, loss: 2.6818, grad_norm: 7.0620 2021-07-06 15:21:26,239 - mmaction - INFO - Epoch [78][1680/3757] lr: 1.000e-03, eta: 3 days, 9:43:23, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0405, top1_acc: 0.6352, top5_acc: 0.8258, loss_cls: 1.5629, loss: 2.6034, grad_norm: 7.1412 2021-07-06 15:21:47,126 - mmaction - INFO - Epoch [78][1700/3757] lr: 1.000e-03, eta: 3 days, 9:43:01, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0694, top1_acc: 0.6195, top5_acc: 0.8148, loss_cls: 1.6503, loss: 2.7196, grad_norm: 7.1424 2021-07-06 15:22:08,360 - mmaction - INFO - Epoch [78][1720/3757] lr: 1.000e-03, eta: 3 days, 9:42:39, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.1414, top1_acc: 0.5867, top5_acc: 0.7852, loss_cls: 1.7895, loss: 2.9309, grad_norm: 7.3729 2021-07-06 15:22:29,671 - mmaction - INFO - Epoch [78][1740/3757] lr: 1.000e-03, eta: 3 days, 9:42:17, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0921, top1_acc: 0.6070, top5_acc: 0.8156, loss_cls: 1.6634, loss: 2.7555, grad_norm: 7.2847 2021-07-06 15:22:50,821 - mmaction - INFO - Epoch [78][1760/3757] lr: 1.000e-03, eta: 3 days, 9:41:55, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0570, top1_acc: 0.6180, top5_acc: 0.8195, loss_cls: 1.6357, loss: 2.6927, grad_norm: 7.1892 2021-07-06 15:23:12,436 - mmaction - INFO - Epoch [78][1780/3757] lr: 1.000e-03, eta: 3 days, 9:41:33, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.1290, top1_acc: 0.5938, top5_acc: 0.7945, loss_cls: 1.7530, loss: 2.8820, grad_norm: 7.0584 2021-07-06 15:23:33,558 - mmaction - INFO - Epoch [78][1800/3757] lr: 1.000e-03, eta: 3 days, 9:41:11, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1330, top1_acc: 0.5969, top5_acc: 0.8031, loss_cls: 1.7383, loss: 2.8714, grad_norm: 7.2452 2021-07-06 15:23:54,716 - mmaction - INFO - Epoch [78][1820/3757] lr: 1.000e-03, eta: 3 days, 9:40:49, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0803, top1_acc: 0.6086, top5_acc: 0.8086, loss_cls: 1.6437, loss: 2.7239, grad_norm: 7.3599 2021-07-06 15:24:15,713 - mmaction - INFO - Epoch [78][1840/3757] lr: 1.000e-03, eta: 3 days, 9:40:27, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.1009, top1_acc: 0.5961, top5_acc: 0.7953, loss_cls: 1.7340, loss: 2.8350, grad_norm: 7.3530 2021-07-06 15:24:36,973 - mmaction - INFO - Epoch [78][1860/3757] lr: 1.000e-03, eta: 3 days, 9:40:05, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.1436, top1_acc: 0.5945, top5_acc: 0.7930, loss_cls: 1.7635, loss: 2.9071, grad_norm: 7.3845 2021-07-06 15:24:58,146 - mmaction - INFO - Epoch [78][1880/3757] lr: 1.000e-03, eta: 3 days, 9:39:43, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0933, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.6567, loss: 2.7501, grad_norm: 7.3211 2021-07-06 15:25:19,393 - mmaction - INFO - Epoch [78][1900/3757] lr: 1.000e-03, eta: 3 days, 9:39:21, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0941, top1_acc: 0.6094, top5_acc: 0.8086, loss_cls: 1.6780, loss: 2.7721, grad_norm: 7.2489 2021-07-06 15:25:40,626 - mmaction - INFO - Epoch [78][1920/3757] lr: 1.000e-03, eta: 3 days, 9:38:59, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0782, top1_acc: 0.6086, top5_acc: 0.7922, loss_cls: 1.7184, loss: 2.7966, grad_norm: 7.2857 2021-07-06 15:26:01,743 - mmaction - INFO - Epoch [78][1940/3757] lr: 1.000e-03, eta: 3 days, 9:38:37, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0433, top1_acc: 0.6305, top5_acc: 0.8133, loss_cls: 1.6367, loss: 2.6800, grad_norm: 7.1723 2021-07-06 15:26:23,016 - mmaction - INFO - Epoch [78][1960/3757] lr: 1.000e-03, eta: 3 days, 9:38:16, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0873, top1_acc: 0.6008, top5_acc: 0.8180, loss_cls: 1.6519, loss: 2.7392, grad_norm: 6.9757 2021-07-06 15:26:44,121 - mmaction - INFO - Epoch [78][1980/3757] lr: 1.000e-03, eta: 3 days, 9:37:54, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0938, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.6977, loss: 2.7915, grad_norm: 7.2833 2021-07-06 15:27:05,483 - mmaction - INFO - Epoch [78][2000/3757] lr: 1.000e-03, eta: 3 days, 9:37:32, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6258, top5_acc: 0.8063, loss_cls: 1.6322, loss: 2.6693, grad_norm: 7.0876 2021-07-06 15:27:26,701 - mmaction - INFO - Epoch [78][2020/3757] lr: 1.000e-03, eta: 3 days, 9:37:10, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0994, top1_acc: 0.5984, top5_acc: 0.8078, loss_cls: 1.7297, loss: 2.8291, grad_norm: 7.3519 2021-07-06 15:27:47,747 - mmaction - INFO - Epoch [78][2040/3757] lr: 1.000e-03, eta: 3 days, 9:36:48, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.1008, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7798, loss: 2.8806, grad_norm: 7.3192 2021-07-06 15:28:09,489 - mmaction - INFO - Epoch [78][2060/3757] lr: 1.000e-03, eta: 3 days, 9:36:26, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.0898, top1_acc: 0.6062, top5_acc: 0.8023, loss_cls: 1.6608, loss: 2.7506, grad_norm: 7.2944 2021-07-06 15:28:30,682 - mmaction - INFO - Epoch [78][2080/3757] lr: 1.000e-03, eta: 3 days, 9:36:04, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.1027, top1_acc: 0.6047, top5_acc: 0.7969, loss_cls: 1.7092, loss: 2.8120, grad_norm: 7.0509 2021-07-06 15:28:51,783 - mmaction - INFO - Epoch [78][2100/3757] lr: 1.000e-03, eta: 3 days, 9:35:42, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.1397, top1_acc: 0.6062, top5_acc: 0.8055, loss_cls: 1.7261, loss: 2.8657, grad_norm: 7.4332 2021-07-06 15:29:12,852 - mmaction - INFO - Epoch [78][2120/3757] lr: 1.000e-03, eta: 3 days, 9:35:20, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0916, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.7067, loss: 2.7983, grad_norm: 7.2705 2021-07-06 15:29:33,921 - mmaction - INFO - Epoch [78][2140/3757] lr: 1.000e-03, eta: 3 days, 9:34:58, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0972, top1_acc: 0.6086, top5_acc: 0.7961, loss_cls: 1.7002, loss: 2.7974, grad_norm: 7.1658 2021-07-06 15:29:55,168 - mmaction - INFO - Epoch [78][2160/3757] lr: 1.000e-03, eta: 3 days, 9:34:36, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0976, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.6922, loss: 2.7898, grad_norm: 7.1538 2021-07-06 15:30:16,409 - mmaction - INFO - Epoch [78][2180/3757] lr: 1.000e-03, eta: 3 days, 9:34:14, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0559, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5923, loss: 2.6481, grad_norm: 7.2817 2021-07-06 15:30:37,505 - mmaction - INFO - Epoch [78][2200/3757] lr: 1.000e-03, eta: 3 days, 9:33:52, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1059, top1_acc: 0.5898, top5_acc: 0.8023, loss_cls: 1.7335, loss: 2.8394, grad_norm: 7.3062 2021-07-06 15:30:59,277 - mmaction - INFO - Epoch [78][2220/3757] lr: 1.000e-03, eta: 3 days, 9:33:31, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.1224, top1_acc: 0.6102, top5_acc: 0.8016, loss_cls: 1.7355, loss: 2.8579, grad_norm: 7.3419 2021-07-06 15:31:20,582 - mmaction - INFO - Epoch [78][2240/3757] lr: 1.000e-03, eta: 3 days, 9:33:09, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.1399, top1_acc: 0.5898, top5_acc: 0.7914, loss_cls: 1.7890, loss: 2.9289, grad_norm: 7.3861 2021-07-06 15:31:41,361 - mmaction - INFO - Epoch [78][2260/3757] lr: 1.000e-03, eta: 3 days, 9:32:47, time: 1.038, data_time: 0.001, memory: 6921, loss_aux: 1.0772, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.6610, loss: 2.7383, grad_norm: 7.2197 2021-07-06 15:32:02,436 - mmaction - INFO - Epoch [78][2280/3757] lr: 1.000e-03, eta: 3 days, 9:32:25, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0955, top1_acc: 0.6047, top5_acc: 0.8070, loss_cls: 1.7057, loss: 2.8012, grad_norm: 7.1715 2021-07-06 15:32:23,976 - mmaction - INFO - Epoch [78][2300/3757] lr: 1.000e-03, eta: 3 days, 9:32:03, time: 1.077, data_time: 0.038, memory: 6921, loss_aux: 1.0545, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.6294, loss: 2.6839, grad_norm: 7.1522 2021-07-06 15:32:45,324 - mmaction - INFO - Epoch [78][2320/3757] lr: 1.000e-03, eta: 3 days, 9:31:41, time: 1.068, data_time: 0.017, memory: 6921, loss_aux: 1.1337, top1_acc: 0.5797, top5_acc: 0.8000, loss_cls: 1.7693, loss: 2.9030, grad_norm: 7.3431 2021-07-06 15:33:07,349 - mmaction - INFO - Epoch [78][2340/3757] lr: 1.000e-03, eta: 3 days, 9:31:20, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.1106, top1_acc: 0.5945, top5_acc: 0.8023, loss_cls: 1.7008, loss: 2.8114, grad_norm: 7.2999 2021-07-06 15:33:28,483 - mmaction - INFO - Epoch [78][2360/3757] lr: 1.000e-03, eta: 3 days, 9:30:58, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0891, top1_acc: 0.5977, top5_acc: 0.7977, loss_cls: 1.7078, loss: 2.7969, grad_norm: 6.9707 2021-07-06 15:33:49,501 - mmaction - INFO - Epoch [78][2380/3757] lr: 1.000e-03, eta: 3 days, 9:30:36, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.1077, top1_acc: 0.5750, top5_acc: 0.7969, loss_cls: 1.7602, loss: 2.8679, grad_norm: 7.4322 2021-07-06 15:34:10,494 - mmaction - INFO - Epoch [78][2400/3757] lr: 1.000e-03, eta: 3 days, 9:30:14, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0738, top1_acc: 0.6195, top5_acc: 0.8016, loss_cls: 1.6428, loss: 2.7166, grad_norm: 7.0364 2021-07-06 15:34:31,702 - mmaction - INFO - Epoch [78][2420/3757] lr: 1.000e-03, eta: 3 days, 9:29:52, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0924, top1_acc: 0.6047, top5_acc: 0.8031, loss_cls: 1.7092, loss: 2.8016, grad_norm: 7.1760 2021-07-06 15:34:53,427 - mmaction - INFO - Epoch [78][2440/3757] lr: 1.000e-03, eta: 3 days, 9:29:30, time: 1.088, data_time: 0.043, memory: 6921, loss_aux: 1.0590, top1_acc: 0.6078, top5_acc: 0.8086, loss_cls: 1.6491, loss: 2.7081, grad_norm: 7.0149 2021-07-06 15:35:14,794 - mmaction - INFO - Epoch [78][2460/3757] lr: 1.000e-03, eta: 3 days, 9:29:09, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0884, top1_acc: 0.6047, top5_acc: 0.8250, loss_cls: 1.6502, loss: 2.7387, grad_norm: 7.2508 2021-07-06 15:35:35,885 - mmaction - INFO - Epoch [78][2480/3757] lr: 1.000e-03, eta: 3 days, 9:28:47, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0898, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.6900, loss: 2.7798, grad_norm: 7.2523 2021-07-06 15:35:57,007 - mmaction - INFO - Epoch [78][2500/3757] lr: 1.000e-03, eta: 3 days, 9:28:25, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0940, top1_acc: 0.6023, top5_acc: 0.8016, loss_cls: 1.6883, loss: 2.7823, grad_norm: 7.0895 2021-07-06 15:36:18,368 - mmaction - INFO - Epoch [78][2520/3757] lr: 1.000e-03, eta: 3 days, 9:28:03, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0616, top1_acc: 0.6234, top5_acc: 0.8117, loss_cls: 1.6221, loss: 2.6836, grad_norm: 7.1444 2021-07-06 15:36:40,091 - mmaction - INFO - Epoch [78][2540/3757] lr: 1.000e-03, eta: 3 days, 9:27:41, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.1104, top1_acc: 0.5687, top5_acc: 0.7914, loss_cls: 1.7629, loss: 2.8733, grad_norm: 7.4581 2021-07-06 15:37:01,218 - mmaction - INFO - Epoch [78][2560/3757] lr: 1.000e-03, eta: 3 days, 9:27:19, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0610, top1_acc: 0.6102, top5_acc: 0.7992, loss_cls: 1.6700, loss: 2.7310, grad_norm: 6.9309 2021-07-06 15:37:22,173 - mmaction - INFO - Epoch [78][2580/3757] lr: 1.000e-03, eta: 3 days, 9:26:57, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0854, top1_acc: 0.6109, top5_acc: 0.7992, loss_cls: 1.7168, loss: 2.8022, grad_norm: 7.2186 2021-07-06 15:37:43,807 - mmaction - INFO - Epoch [78][2600/3757] lr: 1.000e-03, eta: 3 days, 9:26:36, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 1.0913, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.6881, loss: 2.7794, grad_norm: 7.0901 2021-07-06 15:38:05,993 - mmaction - INFO - Epoch [78][2620/3757] lr: 1.000e-03, eta: 3 days, 9:26:15, time: 1.110, data_time: 0.002, memory: 6921, loss_aux: 1.1233, top1_acc: 0.6031, top5_acc: 0.7945, loss_cls: 1.7091, loss: 2.8324, grad_norm: 7.1734 2021-07-06 15:38:26,955 - mmaction - INFO - Epoch [78][2640/3757] lr: 1.000e-03, eta: 3 days, 9:25:52, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0870, top1_acc: 0.5891, top5_acc: 0.8039, loss_cls: 1.7014, loss: 2.7883, grad_norm: 7.0685 2021-07-06 15:38:48,036 - mmaction - INFO - Epoch [78][2660/3757] lr: 1.000e-03, eta: 3 days, 9:25:30, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0909, top1_acc: 0.5969, top5_acc: 0.7945, loss_cls: 1.7176, loss: 2.8084, grad_norm: 7.1170 2021-07-06 15:39:09,048 - mmaction - INFO - Epoch [78][2680/3757] lr: 1.000e-03, eta: 3 days, 9:25:08, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0636, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6746, loss: 2.7382, grad_norm: 7.1419 2021-07-06 15:39:30,086 - mmaction - INFO - Epoch [78][2700/3757] lr: 1.000e-03, eta: 3 days, 9:24:46, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0891, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.6500, loss: 2.7391, grad_norm: 7.1183 2021-07-06 15:39:51,425 - mmaction - INFO - Epoch [78][2720/3757] lr: 1.000e-03, eta: 3 days, 9:24:24, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0549, top1_acc: 0.6102, top5_acc: 0.8305, loss_cls: 1.6357, loss: 2.6906, grad_norm: 7.1360 2021-07-06 15:40:13,175 - mmaction - INFO - Epoch [78][2740/3757] lr: 1.000e-03, eta: 3 days, 9:24:03, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.1035, top1_acc: 0.6055, top5_acc: 0.8000, loss_cls: 1.7027, loss: 2.8061, grad_norm: 7.1685 2021-07-06 15:40:34,160 - mmaction - INFO - Epoch [78][2760/3757] lr: 1.000e-03, eta: 3 days, 9:23:41, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.1487, top1_acc: 0.5766, top5_acc: 0.7937, loss_cls: 1.7991, loss: 2.9478, grad_norm: 7.3717 2021-07-06 15:40:55,220 - mmaction - INFO - Epoch [78][2780/3757] lr: 1.000e-03, eta: 3 days, 9:23:19, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0554, top1_acc: 0.6156, top5_acc: 0.8086, loss_cls: 1.6321, loss: 2.6875, grad_norm: 7.0785 2021-07-06 15:41:16,491 - mmaction - INFO - Epoch [78][2800/3757] lr: 1.000e-03, eta: 3 days, 9:22:57, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.1226, top1_acc: 0.6008, top5_acc: 0.8023, loss_cls: 1.7254, loss: 2.8480, grad_norm: 7.2867 2021-07-06 15:41:37,806 - mmaction - INFO - Epoch [78][2820/3757] lr: 1.000e-03, eta: 3 days, 9:22:35, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.1005, top1_acc: 0.5984, top5_acc: 0.8063, loss_cls: 1.7331, loss: 2.8335, grad_norm: 7.3006 2021-07-06 15:41:58,969 - mmaction - INFO - Epoch [78][2840/3757] lr: 1.000e-03, eta: 3 days, 9:22:13, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0592, top1_acc: 0.6188, top5_acc: 0.8141, loss_cls: 1.6475, loss: 2.7067, grad_norm: 7.1835 2021-07-06 15:42:20,549 - mmaction - INFO - Epoch [78][2860/3757] lr: 1.000e-03, eta: 3 days, 9:21:51, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.1194, top1_acc: 0.6094, top5_acc: 0.7859, loss_cls: 1.7496, loss: 2.8690, grad_norm: 7.2758 2021-07-06 15:42:41,668 - mmaction - INFO - Epoch [78][2880/3757] lr: 1.000e-03, eta: 3 days, 9:21:29, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0807, top1_acc: 0.6023, top5_acc: 0.7922, loss_cls: 1.7042, loss: 2.7849, grad_norm: 7.2515 2021-07-06 15:43:02,841 - mmaction - INFO - Epoch [78][2900/3757] lr: 1.000e-03, eta: 3 days, 9:21:07, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0628, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.6461, loss: 2.7090, grad_norm: 7.0267 2021-07-06 15:43:24,137 - mmaction - INFO - Epoch [78][2920/3757] lr: 1.000e-03, eta: 3 days, 9:20:46, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0903, top1_acc: 0.5930, top5_acc: 0.8039, loss_cls: 1.7070, loss: 2.7973, grad_norm: 7.2859 2021-07-06 15:43:45,355 - mmaction - INFO - Epoch [78][2940/3757] lr: 1.000e-03, eta: 3 days, 9:20:24, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.1109, top1_acc: 0.5883, top5_acc: 0.7977, loss_cls: 1.7704, loss: 2.8813, grad_norm: 7.3649 2021-07-06 15:44:06,774 - mmaction - INFO - Epoch [78][2960/3757] lr: 1.000e-03, eta: 3 days, 9:20:02, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0755, top1_acc: 0.6156, top5_acc: 0.8242, loss_cls: 1.6543, loss: 2.7298, grad_norm: 7.0202 2021-07-06 15:44:28,713 - mmaction - INFO - Epoch [78][2980/3757] lr: 1.000e-03, eta: 3 days, 9:19:41, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.0848, top1_acc: 0.5953, top5_acc: 0.8070, loss_cls: 1.6946, loss: 2.7794, grad_norm: 7.2678 2021-07-06 15:44:50,638 - mmaction - INFO - Epoch [78][3000/3757] lr: 1.000e-03, eta: 3 days, 9:19:19, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.1064, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.6995, loss: 2.8059, grad_norm: 7.2243 2021-07-06 15:45:11,731 - mmaction - INFO - Epoch [78][3020/3757] lr: 1.000e-03, eta: 3 days, 9:18:57, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0461, top1_acc: 0.6070, top5_acc: 0.8227, loss_cls: 1.6040, loss: 2.6501, grad_norm: 7.2520 2021-07-06 15:45:33,285 - mmaction - INFO - Epoch [78][3040/3757] lr: 1.000e-03, eta: 3 days, 9:18:36, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.1539, top1_acc: 0.5789, top5_acc: 0.7922, loss_cls: 1.7776, loss: 2.9315, grad_norm: 7.3889 2021-07-06 15:45:54,286 - mmaction - INFO - Epoch [78][3060/3757] lr: 1.000e-03, eta: 3 days, 9:18:14, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.1074, top1_acc: 0.6086, top5_acc: 0.7906, loss_cls: 1.7357, loss: 2.8431, grad_norm: 7.2516 2021-07-06 15:46:15,323 - mmaction - INFO - Epoch [78][3080/3757] lr: 1.000e-03, eta: 3 days, 9:17:51, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.1081, top1_acc: 0.5953, top5_acc: 0.7945, loss_cls: 1.7363, loss: 2.8444, grad_norm: 7.2324 2021-07-06 15:46:36,476 - mmaction - INFO - Epoch [78][3100/3757] lr: 1.000e-03, eta: 3 days, 9:17:29, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0517, top1_acc: 0.6055, top5_acc: 0.8250, loss_cls: 1.6124, loss: 2.6642, grad_norm: 7.1907 2021-07-06 15:46:57,652 - mmaction - INFO - Epoch [78][3120/3757] lr: 1.000e-03, eta: 3 days, 9:17:07, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.1036, top1_acc: 0.5992, top5_acc: 0.8070, loss_cls: 1.6939, loss: 2.7975, grad_norm: 7.2017 2021-07-06 15:47:20,027 - mmaction - INFO - Epoch [78][3140/3757] lr: 1.000e-03, eta: 3 days, 9:16:47, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.0261, top1_acc: 0.6383, top5_acc: 0.8273, loss_cls: 1.5394, loss: 2.5655, grad_norm: 6.9765 2021-07-06 15:47:40,976 - mmaction - INFO - Epoch [78][3160/3757] lr: 1.000e-03, eta: 3 days, 9:16:24, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0944, top1_acc: 0.5922, top5_acc: 0.8219, loss_cls: 1.6490, loss: 2.7434, grad_norm: 7.1583 2021-07-06 15:48:02,267 - mmaction - INFO - Epoch [78][3180/3757] lr: 1.000e-03, eta: 3 days, 9:16:03, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.0538, top1_acc: 0.6273, top5_acc: 0.8219, loss_cls: 1.5723, loss: 2.6261, grad_norm: 7.1237 2021-07-06 15:48:23,773 - mmaction - INFO - Epoch [78][3200/3757] lr: 1.000e-03, eta: 3 days, 9:15:41, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.1050, top1_acc: 0.6211, top5_acc: 0.7992, loss_cls: 1.7110, loss: 2.8160, grad_norm: 7.1849 2021-07-06 15:48:45,791 - mmaction - INFO - Epoch [78][3220/3757] lr: 1.000e-03, eta: 3 days, 9:15:20, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.0704, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.6771, loss: 2.7474, grad_norm: 7.2072 2021-07-06 15:49:06,711 - mmaction - INFO - Epoch [78][3240/3757] lr: 1.000e-03, eta: 3 days, 9:14:58, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.1001, top1_acc: 0.6039, top5_acc: 0.8000, loss_cls: 1.6831, loss: 2.7831, grad_norm: 7.2479 2021-07-06 15:49:27,803 - mmaction - INFO - Epoch [78][3260/3757] lr: 1.000e-03, eta: 3 days, 9:14:36, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0511, top1_acc: 0.6164, top5_acc: 0.8203, loss_cls: 1.6130, loss: 2.6641, grad_norm: 7.2525 2021-07-06 15:49:48,631 - mmaction - INFO - Epoch [78][3280/3757] lr: 1.000e-03, eta: 3 days, 9:14:13, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.1257, top1_acc: 0.6086, top5_acc: 0.7898, loss_cls: 1.7316, loss: 2.8573, grad_norm: 7.5085 2021-07-06 15:50:09,864 - mmaction - INFO - Epoch [78][3300/3757] lr: 1.000e-03, eta: 3 days, 9:13:51, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.1095, top1_acc: 0.6117, top5_acc: 0.8109, loss_cls: 1.7029, loss: 2.8124, grad_norm: 7.4320 2021-07-06 15:50:31,254 - mmaction - INFO - Epoch [78][3320/3757] lr: 1.000e-03, eta: 3 days, 9:13:30, time: 1.071, data_time: 0.007, memory: 6921, loss_aux: 1.0786, top1_acc: 0.6039, top5_acc: 0.8125, loss_cls: 1.6844, loss: 2.7631, grad_norm: 7.2646 2021-07-06 15:50:52,994 - mmaction - INFO - Epoch [78][3340/3757] lr: 1.000e-03, eta: 3 days, 9:13:08, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.1143, top1_acc: 0.5930, top5_acc: 0.8109, loss_cls: 1.7109, loss: 2.8251, grad_norm: 7.3271 2021-07-06 15:51:14,094 - mmaction - INFO - Epoch [78][3360/3757] lr: 1.000e-03, eta: 3 days, 9:12:46, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0854, top1_acc: 0.5969, top5_acc: 0.8227, loss_cls: 1.6363, loss: 2.7216, grad_norm: 7.3570 2021-07-06 15:51:36,002 - mmaction - INFO - Epoch [78][3380/3757] lr: 1.000e-03, eta: 3 days, 9:12:25, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.0847, top1_acc: 0.6062, top5_acc: 0.8039, loss_cls: 1.6924, loss: 2.7770, grad_norm: 7.2343 2021-07-06 15:51:56,931 - mmaction - INFO - Epoch [78][3400/3757] lr: 1.000e-03, eta: 3 days, 9:12:03, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0693, top1_acc: 0.6039, top5_acc: 0.8172, loss_cls: 1.6539, loss: 2.7233, grad_norm: 7.3717 2021-07-06 15:52:18,184 - mmaction - INFO - Epoch [78][3420/3757] lr: 1.000e-03, eta: 3 days, 9:11:41, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0941, top1_acc: 0.5969, top5_acc: 0.7898, loss_cls: 1.7249, loss: 2.8189, grad_norm: 7.4571 2021-07-06 15:52:39,675 - mmaction - INFO - Epoch [78][3440/3757] lr: 1.000e-03, eta: 3 days, 9:11:19, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0817, top1_acc: 0.6102, top5_acc: 0.8078, loss_cls: 1.6549, loss: 2.7366, grad_norm: 7.0526 2021-07-06 15:53:00,912 - mmaction - INFO - Epoch [78][3460/3757] lr: 1.000e-03, eta: 3 days, 9:10:57, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0886, top1_acc: 0.6156, top5_acc: 0.8031, loss_cls: 1.7155, loss: 2.8041, grad_norm: 7.3773 2021-07-06 15:53:22,119 - mmaction - INFO - Epoch [78][3480/3757] lr: 1.000e-03, eta: 3 days, 9:10:35, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0939, top1_acc: 0.6133, top5_acc: 0.8070, loss_cls: 1.6708, loss: 2.7646, grad_norm: 7.3512 2021-07-06 15:53:43,187 - mmaction - INFO - Epoch [78][3500/3757] lr: 1.000e-03, eta: 3 days, 9:10:13, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0710, top1_acc: 0.6117, top5_acc: 0.8156, loss_cls: 1.6646, loss: 2.7356, grad_norm: 7.1747 2021-07-06 15:54:04,700 - mmaction - INFO - Epoch [78][3520/3757] lr: 1.000e-03, eta: 3 days, 9:09:51, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.1241, top1_acc: 0.5938, top5_acc: 0.8016, loss_cls: 1.7489, loss: 2.8730, grad_norm: 7.3406 2021-07-06 15:54:25,837 - mmaction - INFO - Epoch [78][3540/3757] lr: 1.000e-03, eta: 3 days, 9:09:30, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0923, top1_acc: 0.6062, top5_acc: 0.7891, loss_cls: 1.7250, loss: 2.8173, grad_norm: 7.2846 2021-07-06 15:54:47,842 - mmaction - INFO - Epoch [78][3560/3757] lr: 1.000e-03, eta: 3 days, 9:09:08, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 1.1608, top1_acc: 0.5797, top5_acc: 0.7820, loss_cls: 1.8189, loss: 2.9797, grad_norm: 7.4772 2021-07-06 15:55:08,968 - mmaction - INFO - Epoch [78][3580/3757] lr: 1.000e-03, eta: 3 days, 9:08:46, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0556, top1_acc: 0.6227, top5_acc: 0.8211, loss_cls: 1.5945, loss: 2.6501, grad_norm: 7.1195 2021-07-06 15:55:30,027 - mmaction - INFO - Epoch [78][3600/3757] lr: 1.000e-03, eta: 3 days, 9:08:24, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0683, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.6244, loss: 2.6927, grad_norm: 7.3618 2021-07-06 15:55:51,724 - mmaction - INFO - Epoch [78][3620/3757] lr: 1.000e-03, eta: 3 days, 9:08:03, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.0932, top1_acc: 0.6047, top5_acc: 0.8078, loss_cls: 1.6571, loss: 2.7503, grad_norm: 7.3190 2021-07-06 15:56:12,647 - mmaction - INFO - Epoch [78][3640/3757] lr: 1.000e-03, eta: 3 days, 9:07:41, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.1250, top1_acc: 0.5875, top5_acc: 0.7844, loss_cls: 1.8274, loss: 2.9525, grad_norm: 7.5751 2021-07-06 15:56:33,965 - mmaction - INFO - Epoch [78][3660/3757] lr: 1.000e-03, eta: 3 days, 9:07:19, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0455, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.5975, loss: 2.6430, grad_norm: 7.0944 2021-07-06 15:56:55,187 - mmaction - INFO - Epoch [78][3680/3757] lr: 1.000e-03, eta: 3 days, 9:06:57, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0490, top1_acc: 0.6180, top5_acc: 0.8047, loss_cls: 1.6453, loss: 2.6944, grad_norm: 7.1916 2021-07-06 15:57:16,418 - mmaction - INFO - Epoch [78][3700/3757] lr: 1.000e-03, eta: 3 days, 9:06:35, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.1171, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.7500, loss: 2.8672, grad_norm: 7.3305 2021-07-06 15:57:37,472 - mmaction - INFO - Epoch [78][3720/3757] lr: 1.000e-03, eta: 3 days, 9:06:13, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0924, top1_acc: 0.6094, top5_acc: 0.8039, loss_cls: 1.7164, loss: 2.8088, grad_norm: 7.5009 2021-07-06 15:57:59,492 - mmaction - INFO - Epoch [78][3740/3757] lr: 1.000e-03, eta: 3 days, 9:05:52, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.0881, top1_acc: 0.5969, top5_acc: 0.7977, loss_cls: 1.6999, loss: 2.7880, grad_norm: 7.2772 2021-07-06 15:58:17,775 - mmaction - INFO - Saving checkpoint at 78 epochs 2021-07-06 15:59:21,091 - mmaction - INFO - Epoch [79][20/3757] lr: 1.000e-03, eta: 3 days, 9:05:32, time: 3.080, data_time: 2.014, memory: 6921, loss_aux: 1.1024, top1_acc: 0.5961, top5_acc: 0.8078, loss_cls: 1.7114, loss: 2.8138, grad_norm: 7.3723 2021-07-06 15:59:42,159 - mmaction - INFO - Epoch [79][40/3757] lr: 1.000e-03, eta: 3 days, 9:05:10, time: 1.056, data_time: 0.018, memory: 6921, loss_aux: 1.0547, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.5870, loss: 2.6417, grad_norm: 7.0509 2021-07-06 16:00:03,342 - mmaction - INFO - Epoch [79][60/3757] lr: 1.000e-03, eta: 3 days, 9:04:48, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0885, top1_acc: 0.6117, top5_acc: 0.8047, loss_cls: 1.6918, loss: 2.7803, grad_norm: 7.1983 2021-07-06 16:00:24,353 - mmaction - INFO - Epoch [79][80/3757] lr: 1.000e-03, eta: 3 days, 9:04:26, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6297, top5_acc: 0.8359, loss_cls: 1.5565, loss: 2.5919, grad_norm: 7.2493 2021-07-06 16:00:45,815 - mmaction - INFO - Epoch [79][100/3757] lr: 1.000e-03, eta: 3 days, 9:04:04, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0882, top1_acc: 0.6227, top5_acc: 0.8141, loss_cls: 1.6363, loss: 2.7245, grad_norm: 7.1581 2021-07-06 16:01:08,759 - mmaction - INFO - Epoch [79][120/3757] lr: 1.000e-03, eta: 3 days, 9:03:44, time: 1.146, data_time: 0.002, memory: 6921, loss_aux: 1.0490, top1_acc: 0.6078, top5_acc: 0.8258, loss_cls: 1.6053, loss: 2.6543, grad_norm: 7.2674 2021-07-06 16:01:29,635 - mmaction - INFO - Epoch [79][140/3757] lr: 1.000e-03, eta: 3 days, 9:03:21, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.1414, top1_acc: 0.5797, top5_acc: 0.7977, loss_cls: 1.8222, loss: 2.9636, grad_norm: 7.3949 2021-07-06 16:01:50,837 - mmaction - INFO - Epoch [79][160/3757] lr: 1.000e-03, eta: 3 days, 9:02:59, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0480, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.5770, loss: 2.6250, grad_norm: 7.0358 2021-07-06 16:02:11,693 - mmaction - INFO - Epoch [79][180/3757] lr: 1.000e-03, eta: 3 days, 9:02:37, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.1101, top1_acc: 0.6062, top5_acc: 0.8047, loss_cls: 1.7092, loss: 2.8193, grad_norm: 7.5869 2021-07-06 16:02:33,102 - mmaction - INFO - Epoch [79][200/3757] lr: 1.000e-03, eta: 3 days, 9:02:15, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0749, top1_acc: 0.6102, top5_acc: 0.8039, loss_cls: 1.6867, loss: 2.7616, grad_norm: 7.1253 2021-07-06 16:02:54,494 - mmaction - INFO - Epoch [79][220/3757] lr: 1.000e-03, eta: 3 days, 9:01:54, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.1548, top1_acc: 0.5805, top5_acc: 0.7898, loss_cls: 1.8117, loss: 2.9665, grad_norm: 7.5934 2021-07-06 16:03:16,262 - mmaction - INFO - Epoch [79][240/3757] lr: 1.000e-03, eta: 3 days, 9:01:32, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.1304, top1_acc: 0.5867, top5_acc: 0.8000, loss_cls: 1.7439, loss: 2.8744, grad_norm: 7.1982 2021-07-06 16:03:37,615 - mmaction - INFO - Epoch [79][260/3757] lr: 1.000e-03, eta: 3 days, 9:01:10, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.1579, top1_acc: 0.5859, top5_acc: 0.7883, loss_cls: 1.8010, loss: 2.9589, grad_norm: 7.5551 2021-07-06 16:03:58,678 - mmaction - INFO - Epoch [79][280/3757] lr: 1.000e-03, eta: 3 days, 9:00:48, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0948, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.7024, loss: 2.7972, grad_norm: 7.3427 2021-07-06 16:04:19,820 - mmaction - INFO - Epoch [79][300/3757] lr: 1.000e-03, eta: 3 days, 9:00:26, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0110, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5580, loss: 2.5690, grad_norm: 7.0601 2021-07-06 16:04:40,930 - mmaction - INFO - Epoch [79][320/3757] lr: 1.000e-03, eta: 3 days, 9:00:04, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0758, top1_acc: 0.6117, top5_acc: 0.8156, loss_cls: 1.6328, loss: 2.7087, grad_norm: 7.3021 2021-07-06 16:05:01,967 - mmaction - INFO - Epoch [79][340/3757] lr: 1.000e-03, eta: 3 days, 8:59:42, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.1139, top1_acc: 0.5984, top5_acc: 0.7953, loss_cls: 1.7538, loss: 2.8677, grad_norm: 7.4194 2021-07-06 16:05:23,578 - mmaction - INFO - Epoch [79][360/3757] lr: 1.000e-03, eta: 3 days, 8:59:21, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.0236, top1_acc: 0.6320, top5_acc: 0.8187, loss_cls: 1.5771, loss: 2.6007, grad_norm: 7.0395 2021-07-06 16:05:44,768 - mmaction - INFO - Epoch [79][380/3757] lr: 1.000e-03, eta: 3 days, 8:58:59, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.1056, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.6968, loss: 2.8024, grad_norm: 7.2804 2021-07-06 16:06:07,344 - mmaction - INFO - Epoch [79][400/3757] lr: 1.000e-03, eta: 3 days, 8:58:38, time: 1.126, data_time: 0.001, memory: 6921, loss_aux: 1.0876, top1_acc: 0.6094, top5_acc: 0.7930, loss_cls: 1.6813, loss: 2.7689, grad_norm: 7.4098 2021-07-06 16:06:28,311 - mmaction - INFO - Epoch [79][420/3757] lr: 1.000e-03, eta: 3 days, 8:58:16, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0797, top1_acc: 0.6172, top5_acc: 0.8016, loss_cls: 1.6762, loss: 2.7559, grad_norm: 7.3340 2021-07-06 16:06:49,422 - mmaction - INFO - Epoch [79][440/3757] lr: 1.000e-03, eta: 3 days, 8:57:54, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5516, loss: 2.5835, grad_norm: 7.0707 2021-07-06 16:07:10,472 - mmaction - INFO - Epoch [79][460/3757] lr: 1.000e-03, eta: 3 days, 8:57:32, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5913, loss: 2.6404, grad_norm: 7.2582 2021-07-06 16:07:31,546 - mmaction - INFO - Epoch [79][480/3757] lr: 1.000e-03, eta: 3 days, 8:57:10, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1074, top1_acc: 0.6062, top5_acc: 0.8008, loss_cls: 1.7042, loss: 2.8116, grad_norm: 7.3228 2021-07-06 16:07:52,688 - mmaction - INFO - Epoch [79][500/3757] lr: 1.000e-03, eta: 3 days, 8:56:48, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0581, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6607, loss: 2.7188, grad_norm: 7.2842 2021-07-06 16:08:14,525 - mmaction - INFO - Epoch [79][520/3757] lr: 1.000e-03, eta: 3 days, 8:56:26, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.0786, top1_acc: 0.5797, top5_acc: 0.8133, loss_cls: 1.6996, loss: 2.7782, grad_norm: 7.6356 2021-07-06 16:08:35,633 - mmaction - INFO - Epoch [79][540/3757] lr: 1.000e-03, eta: 3 days, 8:56:04, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0941, top1_acc: 0.6055, top5_acc: 0.7945, loss_cls: 1.6993, loss: 2.7933, grad_norm: 7.2223 2021-07-06 16:08:56,565 - mmaction - INFO - Epoch [79][560/3757] lr: 1.000e-03, eta: 3 days, 8:55:42, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0766, top1_acc: 0.6148, top5_acc: 0.8070, loss_cls: 1.6912, loss: 2.7678, grad_norm: 7.3949 2021-07-06 16:09:17,797 - mmaction - INFO - Epoch [79][580/3757] lr: 1.000e-03, eta: 3 days, 8:55:20, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0996, top1_acc: 0.5930, top5_acc: 0.8078, loss_cls: 1.7216, loss: 2.8212, grad_norm: 7.4006 2021-07-06 16:09:38,758 - mmaction - INFO - Epoch [79][600/3757] lr: 1.000e-03, eta: 3 days, 8:54:58, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0545, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5723, loss: 2.6268, grad_norm: 7.0924 2021-07-06 16:09:59,918 - mmaction - INFO - Epoch [79][620/3757] lr: 1.000e-03, eta: 3 days, 8:54:36, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0716, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.6401, loss: 2.7117, grad_norm: 7.2443 2021-07-06 16:10:21,514 - mmaction - INFO - Epoch [79][640/3757] lr: 1.000e-03, eta: 3 days, 8:54:15, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.1009, top1_acc: 0.5891, top5_acc: 0.7961, loss_cls: 1.7437, loss: 2.8447, grad_norm: 7.4964 2021-07-06 16:10:43,853 - mmaction - INFO - Epoch [79][660/3757] lr: 1.000e-03, eta: 3 days, 8:53:54, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.0673, top1_acc: 0.6102, top5_acc: 0.8055, loss_cls: 1.6436, loss: 2.7109, grad_norm: 7.1959 2021-07-06 16:11:04,848 - mmaction - INFO - Epoch [79][680/3757] lr: 1.000e-03, eta: 3 days, 8:53:31, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.1159, top1_acc: 0.6164, top5_acc: 0.8078, loss_cls: 1.6781, loss: 2.7940, grad_norm: 7.3228 2021-07-06 16:11:26,301 - mmaction - INFO - Epoch [79][700/3757] lr: 1.000e-03, eta: 3 days, 8:53:10, time: 1.073, data_time: 0.017, memory: 6921, loss_aux: 1.1271, top1_acc: 0.5922, top5_acc: 0.7937, loss_cls: 1.7533, loss: 2.8804, grad_norm: 7.3964 2021-07-06 16:11:47,629 - mmaction - INFO - Epoch [79][720/3757] lr: 1.000e-03, eta: 3 days, 8:52:48, time: 1.067, data_time: 0.022, memory: 6921, loss_aux: 1.1388, top1_acc: 0.5984, top5_acc: 0.7930, loss_cls: 1.7613, loss: 2.9001, grad_norm: 7.3619 2021-07-06 16:12:08,895 - mmaction - INFO - Epoch [79][740/3757] lr: 1.000e-03, eta: 3 days, 8:52:26, time: 1.063, data_time: 0.019, memory: 6921, loss_aux: 1.1128, top1_acc: 0.6031, top5_acc: 0.7883, loss_cls: 1.7541, loss: 2.8669, grad_norm: 7.3294 2021-07-06 16:12:29,879 - mmaction - INFO - Epoch [79][760/3757] lr: 1.000e-03, eta: 3 days, 8:52:04, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.1003, top1_acc: 0.6102, top5_acc: 0.7977, loss_cls: 1.7249, loss: 2.8252, grad_norm: 7.4963 2021-07-06 16:12:50,894 - mmaction - INFO - Epoch [79][780/3757] lr: 1.000e-03, eta: 3 days, 8:51:42, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0575, top1_acc: 0.6211, top5_acc: 0.8211, loss_cls: 1.6148, loss: 2.6722, grad_norm: 7.3511 2021-07-06 16:13:12,480 - mmaction - INFO - Epoch [79][800/3757] lr: 1.000e-03, eta: 3 days, 8:51:20, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.0657, top1_acc: 0.6406, top5_acc: 0.8125, loss_cls: 1.6081, loss: 2.6738, grad_norm: 7.1605 2021-07-06 16:13:33,433 - mmaction - INFO - Epoch [79][820/3757] lr: 1.000e-03, eta: 3 days, 8:50:58, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0731, top1_acc: 0.5906, top5_acc: 0.8016, loss_cls: 1.7169, loss: 2.7900, grad_norm: 7.1769 2021-07-06 16:13:55,892 - mmaction - INFO - Epoch [79][840/3757] lr: 1.000e-03, eta: 3 days, 8:50:37, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 1.0965, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.6966, loss: 2.7932, grad_norm: 7.3313 2021-07-06 16:14:17,189 - mmaction - INFO - Epoch [79][860/3757] lr: 1.000e-03, eta: 3 days, 8:50:15, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0813, top1_acc: 0.6203, top5_acc: 0.8156, loss_cls: 1.6286, loss: 2.7099, grad_norm: 7.1045 2021-07-06 16:14:39,287 - mmaction - INFO - Epoch [79][880/3757] lr: 1.000e-03, eta: 3 days, 8:49:54, time: 1.103, data_time: 0.005, memory: 6921, loss_aux: 1.1110, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.7502, loss: 2.8611, grad_norm: 7.2659 2021-07-06 16:15:00,274 - mmaction - INFO - Epoch [79][900/3757] lr: 1.000e-03, eta: 3 days, 8:49:32, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.1013, top1_acc: 0.5898, top5_acc: 0.7953, loss_cls: 1.7089, loss: 2.8102, grad_norm: 7.4419 2021-07-06 16:15:21,575 - mmaction - INFO - Epoch [79][920/3757] lr: 1.000e-03, eta: 3 days, 8:49:10, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0670, top1_acc: 0.6180, top5_acc: 0.8320, loss_cls: 1.6541, loss: 2.7211, grad_norm: 7.4252 2021-07-06 16:15:42,443 - mmaction - INFO - Epoch [79][940/3757] lr: 1.000e-03, eta: 3 days, 8:48:48, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.0558, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6282, loss: 2.6840, grad_norm: 7.3767 2021-07-06 16:16:04,283 - mmaction - INFO - Epoch [79][960/3757] lr: 1.000e-03, eta: 3 days, 8:48:27, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.1367, top1_acc: 0.5852, top5_acc: 0.7961, loss_cls: 1.7804, loss: 2.9172, grad_norm: 7.4767 2021-07-06 16:16:25,394 - mmaction - INFO - Epoch [79][980/3757] lr: 1.000e-03, eta: 3 days, 8:48:05, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0807, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6429, loss: 2.7236, grad_norm: 7.4070 2021-07-06 16:16:46,804 - mmaction - INFO - Epoch [79][1000/3757] lr: 1.000e-03, eta: 3 days, 8:47:43, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0698, top1_acc: 0.6188, top5_acc: 0.8109, loss_cls: 1.6178, loss: 2.6876, grad_norm: 7.2562 2021-07-06 16:17:08,276 - mmaction - INFO - Epoch [79][1020/3757] lr: 1.000e-03, eta: 3 days, 8:47:21, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.0365, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.5600, loss: 2.5965, grad_norm: 7.0173 2021-07-06 16:17:29,397 - mmaction - INFO - Epoch [79][1040/3757] lr: 1.000e-03, eta: 3 days, 8:46:59, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.1688, top1_acc: 0.5844, top5_acc: 0.7844, loss_cls: 1.8285, loss: 2.9973, grad_norm: 7.6542 2021-07-06 16:17:50,428 - mmaction - INFO - Epoch [79][1060/3757] lr: 1.000e-03, eta: 3 days, 8:46:37, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0866, top1_acc: 0.5992, top5_acc: 0.8086, loss_cls: 1.6578, loss: 2.7443, grad_norm: 7.4802 2021-07-06 16:18:11,536 - mmaction - INFO - Epoch [79][1080/3757] lr: 1.000e-03, eta: 3 days, 8:46:15, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0832, top1_acc: 0.6016, top5_acc: 0.8063, loss_cls: 1.7022, loss: 2.7855, grad_norm: 7.0867 2021-07-06 16:18:32,798 - mmaction - INFO - Epoch [79][1100/3757] lr: 1.000e-03, eta: 3 days, 8:45:53, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.1090, top1_acc: 0.6117, top5_acc: 0.7977, loss_cls: 1.7211, loss: 2.8300, grad_norm: 7.2026 2021-07-06 16:18:54,094 - mmaction - INFO - Epoch [79][1120/3757] lr: 1.000e-03, eta: 3 days, 8:45:31, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.1415, top1_acc: 0.5898, top5_acc: 0.7945, loss_cls: 1.7706, loss: 2.9121, grad_norm: 7.5804 2021-07-06 16:19:15,950 - mmaction - INFO - Epoch [79][1140/3757] lr: 1.000e-03, eta: 3 days, 8:45:10, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.0361, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5711, loss: 2.6072, grad_norm: 7.0342 2021-07-06 16:19:37,552 - mmaction - INFO - Epoch [79][1160/3757] lr: 1.000e-03, eta: 3 days, 8:44:49, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.0606, top1_acc: 0.6164, top5_acc: 0.8141, loss_cls: 1.6268, loss: 2.6874, grad_norm: 7.1425 2021-07-06 16:19:58,626 - mmaction - INFO - Epoch [79][1180/3757] lr: 1.000e-03, eta: 3 days, 8:44:27, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0913, top1_acc: 0.5938, top5_acc: 0.8148, loss_cls: 1.6692, loss: 2.7605, grad_norm: 7.3598 2021-07-06 16:20:20,183 - mmaction - INFO - Epoch [79][1200/3757] lr: 1.000e-03, eta: 3 days, 8:44:05, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0729, top1_acc: 0.6125, top5_acc: 0.8078, loss_cls: 1.6251, loss: 2.6980, grad_norm: 7.3350 2021-07-06 16:20:41,292 - mmaction - INFO - Epoch [79][1220/3757] lr: 1.000e-03, eta: 3 days, 8:43:43, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0559, top1_acc: 0.6078, top5_acc: 0.8055, loss_cls: 1.6498, loss: 2.7057, grad_norm: 7.2923 2021-07-06 16:21:03,019 - mmaction - INFO - Epoch [79][1240/3757] lr: 1.000e-03, eta: 3 days, 8:43:21, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.0757, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6008, loss: 2.6765, grad_norm: 7.1565 2021-07-06 16:21:24,252 - mmaction - INFO - Epoch [79][1260/3757] lr: 1.000e-03, eta: 3 days, 8:42:59, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0931, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6847, loss: 2.7777, grad_norm: 7.2231 2021-07-06 16:21:45,629 - mmaction - INFO - Epoch [79][1280/3757] lr: 1.000e-03, eta: 3 days, 8:42:38, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0914, top1_acc: 0.6055, top5_acc: 0.8063, loss_cls: 1.7075, loss: 2.7990, grad_norm: 7.2980 2021-07-06 16:22:07,849 - mmaction - INFO - Epoch [79][1300/3757] lr: 1.000e-03, eta: 3 days, 8:42:17, time: 1.111, data_time: 0.001, memory: 6921, loss_aux: 1.0847, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.6943, loss: 2.7790, grad_norm: 7.3017 2021-07-06 16:22:29,000 - mmaction - INFO - Epoch [79][1320/3757] lr: 1.000e-03, eta: 3 days, 8:41:55, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0774, top1_acc: 0.5914, top5_acc: 0.8086, loss_cls: 1.6778, loss: 2.7552, grad_norm: 7.3623 2021-07-06 16:22:50,081 - mmaction - INFO - Epoch [79][1340/3757] lr: 1.000e-03, eta: 3 days, 8:41:33, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0889, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6847, loss: 2.7736, grad_norm: 7.4434 2021-07-06 16:23:11,319 - mmaction - INFO - Epoch [79][1360/3757] lr: 1.000e-03, eta: 3 days, 8:41:11, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.1050, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.6924, loss: 2.7975, grad_norm: 7.3110 2021-07-06 16:23:32,676 - mmaction - INFO - Epoch [79][1380/3757] lr: 1.000e-03, eta: 3 days, 8:40:49, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0962, top1_acc: 0.6141, top5_acc: 0.8016, loss_cls: 1.6801, loss: 2.7764, grad_norm: 7.0687 2021-07-06 16:23:54,176 - mmaction - INFO - Epoch [79][1400/3757] lr: 1.000e-03, eta: 3 days, 8:40:27, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.0267, top1_acc: 0.6375, top5_acc: 0.8133, loss_cls: 1.5768, loss: 2.6035, grad_norm: 7.1024 2021-07-06 16:24:15,193 - mmaction - INFO - Epoch [79][1420/3757] lr: 1.000e-03, eta: 3 days, 8:40:05, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.1130, top1_acc: 0.6062, top5_acc: 0.8047, loss_cls: 1.6945, loss: 2.8075, grad_norm: 7.4937 2021-07-06 16:24:36,610 - mmaction - INFO - Epoch [79][1440/3757] lr: 1.000e-03, eta: 3 days, 8:39:43, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0793, top1_acc: 0.5977, top5_acc: 0.8133, loss_cls: 1.6477, loss: 2.7271, grad_norm: 7.3002 2021-07-06 16:24:57,795 - mmaction - INFO - Epoch [79][1460/3757] lr: 1.000e-03, eta: 3 days, 8:39:22, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0556, top1_acc: 0.6227, top5_acc: 0.8250, loss_cls: 1.5984, loss: 2.6540, grad_norm: 7.2345 2021-07-06 16:25:18,790 - mmaction - INFO - Epoch [79][1480/3757] lr: 1.000e-03, eta: 3 days, 8:38:59, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0881, top1_acc: 0.6031, top5_acc: 0.8008, loss_cls: 1.6940, loss: 2.7821, grad_norm: 7.3036 2021-07-06 16:25:40,481 - mmaction - INFO - Epoch [79][1500/3757] lr: 1.000e-03, eta: 3 days, 8:38:38, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.1131, top1_acc: 0.5961, top5_acc: 0.8148, loss_cls: 1.7223, loss: 2.8354, grad_norm: 7.4378 2021-07-06 16:26:01,824 - mmaction - INFO - Epoch [79][1520/3757] lr: 1.000e-03, eta: 3 days, 8:38:16, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0518, top1_acc: 0.6164, top5_acc: 0.8156, loss_cls: 1.6084, loss: 2.6603, grad_norm: 7.2280 2021-07-06 16:26:22,843 - mmaction - INFO - Epoch [79][1540/3757] lr: 1.000e-03, eta: 3 days, 8:37:54, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0545, top1_acc: 0.6297, top5_acc: 0.8187, loss_cls: 1.5728, loss: 2.6273, grad_norm: 6.9367 2021-07-06 16:26:44,470 - mmaction - INFO - Epoch [79][1560/3757] lr: 1.000e-03, eta: 3 days, 8:37:32, time: 1.083, data_time: 0.033, memory: 6921, loss_aux: 1.0963, top1_acc: 0.6125, top5_acc: 0.8016, loss_cls: 1.6682, loss: 2.7645, grad_norm: 7.3804 2021-07-06 16:27:06,535 - mmaction - INFO - Epoch [79][1580/3757] lr: 1.000e-03, eta: 3 days, 8:37:11, time: 1.103, data_time: 0.019, memory: 6921, loss_aux: 1.0923, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6753, loss: 2.7675, grad_norm: 7.2166 2021-07-06 16:27:27,548 - mmaction - INFO - Epoch [79][1600/3757] lr: 1.000e-03, eta: 3 days, 8:36:49, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0726, top1_acc: 0.6195, top5_acc: 0.8031, loss_cls: 1.6821, loss: 2.7547, grad_norm: 7.4132 2021-07-06 16:27:48,686 - mmaction - INFO - Epoch [79][1620/3757] lr: 1.000e-03, eta: 3 days, 8:36:27, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.1341, top1_acc: 0.5859, top5_acc: 0.7875, loss_cls: 1.7810, loss: 2.9152, grad_norm: 7.7059 2021-07-06 16:28:09,881 - mmaction - INFO - Epoch [79][1640/3757] lr: 1.000e-03, eta: 3 days, 8:36:05, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.1248, top1_acc: 0.5938, top5_acc: 0.8008, loss_cls: 1.7584, loss: 2.8832, grad_norm: 7.5996 2021-07-06 16:28:32,065 - mmaction - INFO - Epoch [79][1660/3757] lr: 1.000e-03, eta: 3 days, 8:35:44, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.0997, top1_acc: 0.5984, top5_acc: 0.8148, loss_cls: 1.7039, loss: 2.8036, grad_norm: 7.4847 2021-07-06 16:28:53,089 - mmaction - INFO - Epoch [79][1680/3757] lr: 1.000e-03, eta: 3 days, 8:35:22, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0863, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6090, loss: 2.6954, grad_norm: 7.2738 2021-07-06 16:29:14,275 - mmaction - INFO - Epoch [79][1700/3757] lr: 1.000e-03, eta: 3 days, 8:35:00, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0951, top1_acc: 0.6086, top5_acc: 0.8164, loss_cls: 1.6762, loss: 2.7713, grad_norm: 7.2591 2021-07-06 16:29:35,522 - mmaction - INFO - Epoch [79][1720/3757] lr: 1.000e-03, eta: 3 days, 8:34:38, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.1015, top1_acc: 0.5961, top5_acc: 0.7945, loss_cls: 1.7414, loss: 2.8430, grad_norm: 7.3808 2021-07-06 16:29:56,663 - mmaction - INFO - Epoch [79][1740/3757] lr: 1.000e-03, eta: 3 days, 8:34:16, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0899, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6526, loss: 2.7425, grad_norm: 7.2163 2021-07-06 16:30:18,257 - mmaction - INFO - Epoch [79][1760/3757] lr: 1.000e-03, eta: 3 days, 8:33:55, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0784, top1_acc: 0.6156, top5_acc: 0.8055, loss_cls: 1.6441, loss: 2.7225, grad_norm: 7.2541 2021-07-06 16:30:39,377 - mmaction - INFO - Epoch [79][1780/3757] lr: 1.000e-03, eta: 3 days, 8:33:33, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0634, top1_acc: 0.6062, top5_acc: 0.8094, loss_cls: 1.6549, loss: 2.7183, grad_norm: 7.2613 2021-07-06 16:31:00,452 - mmaction - INFO - Epoch [79][1800/3757] lr: 1.000e-03, eta: 3 days, 8:33:11, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.1185, top1_acc: 0.6008, top5_acc: 0.7891, loss_cls: 1.7384, loss: 2.8569, grad_norm: 7.4727 2021-07-06 16:31:21,511 - mmaction - INFO - Epoch [79][1820/3757] lr: 1.000e-03, eta: 3 days, 8:32:49, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.1111, top1_acc: 0.6102, top5_acc: 0.8023, loss_cls: 1.7044, loss: 2.8155, grad_norm: 7.4154 2021-07-06 16:31:43,279 - mmaction - INFO - Epoch [79][1840/3757] lr: 1.000e-03, eta: 3 days, 8:32:27, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.1137, top1_acc: 0.6180, top5_acc: 0.8023, loss_cls: 1.6835, loss: 2.7972, grad_norm: 7.2568 2021-07-06 16:32:04,412 - mmaction - INFO - Epoch [79][1860/3757] lr: 1.000e-03, eta: 3 days, 8:32:05, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.1025, top1_acc: 0.6094, top5_acc: 0.8133, loss_cls: 1.6964, loss: 2.7990, grad_norm: 7.4221 2021-07-06 16:32:25,577 - mmaction - INFO - Epoch [79][1880/3757] lr: 1.000e-03, eta: 3 days, 8:31:43, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0993, top1_acc: 0.5797, top5_acc: 0.8078, loss_cls: 1.7356, loss: 2.8350, grad_norm: 7.6288 2021-07-06 16:32:47,564 - mmaction - INFO - Epoch [79][1900/3757] lr: 1.000e-03, eta: 3 days, 8:31:22, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.0934, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7074, loss: 2.8008, grad_norm: 7.4183 2021-07-06 16:33:08,543 - mmaction - INFO - Epoch [79][1920/3757] lr: 1.000e-03, eta: 3 days, 8:31:00, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.1185, top1_acc: 0.6016, top5_acc: 0.7984, loss_cls: 1.7371, loss: 2.8556, grad_norm: 7.4389 2021-07-06 16:33:29,570 - mmaction - INFO - Epoch [79][1940/3757] lr: 1.000e-03, eta: 3 days, 8:30:38, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.0627, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5838, loss: 2.6465, grad_norm: 7.1679 2021-07-06 16:33:52,338 - mmaction - INFO - Epoch [79][1960/3757] lr: 1.000e-03, eta: 3 days, 8:30:17, time: 1.139, data_time: 0.002, memory: 6921, loss_aux: 1.0712, top1_acc: 0.6164, top5_acc: 0.7969, loss_cls: 1.6734, loss: 2.7445, grad_norm: 7.2854 2021-07-06 16:34:13,577 - mmaction - INFO - Epoch [79][1980/3757] lr: 1.000e-03, eta: 3 days, 8:29:55, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0616, top1_acc: 0.6289, top5_acc: 0.8219, loss_cls: 1.5869, loss: 2.6485, grad_norm: 7.2632 2021-07-06 16:34:34,545 - mmaction - INFO - Epoch [79][2000/3757] lr: 1.000e-03, eta: 3 days, 8:29:33, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.1291, top1_acc: 0.6047, top5_acc: 0.7930, loss_cls: 1.7377, loss: 2.8667, grad_norm: 7.4737 2021-07-06 16:34:55,840 - mmaction - INFO - Epoch [79][2020/3757] lr: 1.000e-03, eta: 3 days, 8:29:11, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.1181, top1_acc: 0.6156, top5_acc: 0.8055, loss_cls: 1.7250, loss: 2.8431, grad_norm: 7.2804 2021-07-06 16:35:17,167 - mmaction - INFO - Epoch [79][2040/3757] lr: 1.000e-03, eta: 3 days, 8:28:50, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0768, top1_acc: 0.6133, top5_acc: 0.8117, loss_cls: 1.6325, loss: 2.7092, grad_norm: 7.3200 2021-07-06 16:35:38,336 - mmaction - INFO - Epoch [79][2060/3757] lr: 1.000e-03, eta: 3 days, 8:28:28, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0628, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.6450, loss: 2.7078, grad_norm: 7.3345 2021-07-06 16:36:00,142 - mmaction - INFO - Epoch [79][2080/3757] lr: 1.000e-03, eta: 3 days, 8:28:06, time: 1.091, data_time: 0.006, memory: 6921, loss_aux: 1.0673, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6199, loss: 2.6873, grad_norm: 7.4962 2021-07-06 16:36:21,470 - mmaction - INFO - Epoch [79][2100/3757] lr: 1.000e-03, eta: 3 days, 8:27:44, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0433, top1_acc: 0.6125, top5_acc: 0.8211, loss_cls: 1.6117, loss: 2.6550, grad_norm: 7.5145 2021-07-06 16:36:42,463 - mmaction - INFO - Epoch [79][2120/3757] lr: 1.000e-03, eta: 3 days, 8:27:22, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0879, top1_acc: 0.6047, top5_acc: 0.8180, loss_cls: 1.6516, loss: 2.7395, grad_norm: 7.2951 2021-07-06 16:37:03,936 - mmaction - INFO - Epoch [79][2140/3757] lr: 1.000e-03, eta: 3 days, 8:27:01, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.1412, top1_acc: 0.5953, top5_acc: 0.7891, loss_cls: 1.7668, loss: 2.9080, grad_norm: 7.3507 2021-07-06 16:37:25,072 - mmaction - INFO - Epoch [79][2160/3757] lr: 1.000e-03, eta: 3 days, 8:26:39, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0809, top1_acc: 0.6180, top5_acc: 0.8031, loss_cls: 1.6521, loss: 2.7329, grad_norm: 7.3321 2021-07-06 16:37:46,315 - mmaction - INFO - Epoch [79][2180/3757] lr: 1.000e-03, eta: 3 days, 8:26:17, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.0575, top1_acc: 0.6188, top5_acc: 0.8289, loss_cls: 1.5718, loss: 2.6293, grad_norm: 7.1727 2021-07-06 16:38:08,254 - mmaction - INFO - Epoch [79][2200/3757] lr: 1.000e-03, eta: 3 days, 8:25:55, time: 1.096, data_time: 0.066, memory: 6921, loss_aux: 1.1021, top1_acc: 0.5969, top5_acc: 0.8141, loss_cls: 1.6784, loss: 2.7805, grad_norm: 7.2292 2021-07-06 16:38:29,122 - mmaction - INFO - Epoch [79][2220/3757] lr: 1.000e-03, eta: 3 days, 8:25:33, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0637, top1_acc: 0.6180, top5_acc: 0.8156, loss_cls: 1.6296, loss: 2.6933, grad_norm: 7.2669 2021-07-06 16:38:50,844 - mmaction - INFO - Epoch [79][2240/3757] lr: 1.000e-03, eta: 3 days, 8:25:12, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.0807, top1_acc: 0.6164, top5_acc: 0.8102, loss_cls: 1.6473, loss: 2.7280, grad_norm: 7.5315 2021-07-06 16:39:12,551 - mmaction - INFO - Epoch [79][2260/3757] lr: 1.000e-03, eta: 3 days, 8:24:50, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 1.0870, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.6967, loss: 2.7836, grad_norm: 7.5871 2021-07-06 16:39:33,554 - mmaction - INFO - Epoch [79][2280/3757] lr: 1.000e-03, eta: 3 days, 8:24:28, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0807, top1_acc: 0.6180, top5_acc: 0.8078, loss_cls: 1.6836, loss: 2.7643, grad_norm: 7.3367 2021-07-06 16:39:54,593 - mmaction - INFO - Epoch [79][2300/3757] lr: 1.000e-03, eta: 3 days, 8:24:06, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0924, top1_acc: 0.6164, top5_acc: 0.8117, loss_cls: 1.6289, loss: 2.7213, grad_norm: 7.3196 2021-07-06 16:40:16,510 - mmaction - INFO - Epoch [79][2320/3757] lr: 1.000e-03, eta: 3 days, 8:23:45, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 1.0433, top1_acc: 0.6156, top5_acc: 0.8148, loss_cls: 1.6264, loss: 2.6698, grad_norm: 7.2646 2021-07-06 16:40:38,081 - mmaction - INFO - Epoch [79][2340/3757] lr: 1.000e-03, eta: 3 days, 8:23:23, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 1.0701, top1_acc: 0.6070, top5_acc: 0.8047, loss_cls: 1.6784, loss: 2.7485, grad_norm: 7.2915 2021-07-06 16:40:59,314 - mmaction - INFO - Epoch [79][2360/3757] lr: 1.000e-03, eta: 3 days, 8:23:01, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0511, top1_acc: 0.6344, top5_acc: 0.8195, loss_cls: 1.5803, loss: 2.6314, grad_norm: 7.2936 2021-07-06 16:41:21,199 - mmaction - INFO - Epoch [79][2380/3757] lr: 1.000e-03, eta: 3 days, 8:22:40, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.0760, top1_acc: 0.6125, top5_acc: 0.7937, loss_cls: 1.7091, loss: 2.7851, grad_norm: 7.1017 2021-07-06 16:41:42,380 - mmaction - INFO - Epoch [79][2400/3757] lr: 1.000e-03, eta: 3 days, 8:22:18, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.1067, top1_acc: 0.6078, top5_acc: 0.7906, loss_cls: 1.7200, loss: 2.8267, grad_norm: 7.3051 2021-07-06 16:42:03,639 - mmaction - INFO - Epoch [79][2420/3757] lr: 1.000e-03, eta: 3 days, 8:21:56, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.1456, top1_acc: 0.5734, top5_acc: 0.8000, loss_cls: 1.7762, loss: 2.9218, grad_norm: 7.5123 2021-07-06 16:42:24,749 - mmaction - INFO - Epoch [79][2440/3757] lr: 1.000e-03, eta: 3 days, 8:21:34, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0842, top1_acc: 0.6188, top5_acc: 0.8164, loss_cls: 1.6464, loss: 2.7305, grad_norm: 7.3449 2021-07-06 16:42:46,344 - mmaction - INFO - Epoch [79][2460/3757] lr: 1.000e-03, eta: 3 days, 8:21:13, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 1.0982, top1_acc: 0.6039, top5_acc: 0.8000, loss_cls: 1.7041, loss: 2.8023, grad_norm: 7.4148 2021-07-06 16:43:07,397 - mmaction - INFO - Epoch [79][2480/3757] lr: 1.000e-03, eta: 3 days, 8:20:51, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1270, top1_acc: 0.5938, top5_acc: 0.7836, loss_cls: 1.7512, loss: 2.8782, grad_norm: 7.3508 2021-07-06 16:43:29,375 - mmaction - INFO - Epoch [79][2500/3757] lr: 1.000e-03, eta: 3 days, 8:20:29, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.1115, top1_acc: 0.6125, top5_acc: 0.7969, loss_cls: 1.7562, loss: 2.8677, grad_norm: 7.3438 2021-07-06 16:43:50,428 - mmaction - INFO - Epoch [79][2520/3757] lr: 1.000e-03, eta: 3 days, 8:20:07, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0631, top1_acc: 0.6219, top5_acc: 0.8156, loss_cls: 1.6212, loss: 2.6843, grad_norm: 7.1588 2021-07-06 16:44:11,690 - mmaction - INFO - Epoch [79][2540/3757] lr: 1.000e-03, eta: 3 days, 8:19:45, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.1077, top1_acc: 0.5977, top5_acc: 0.8055, loss_cls: 1.7640, loss: 2.8717, grad_norm: 7.4862 2021-07-06 16:44:32,775 - mmaction - INFO - Epoch [79][2560/3757] lr: 1.000e-03, eta: 3 days, 8:19:23, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0834, top1_acc: 0.6172, top5_acc: 0.8109, loss_cls: 1.6550, loss: 2.7383, grad_norm: 7.0955 2021-07-06 16:44:54,110 - mmaction - INFO - Epoch [79][2580/3757] lr: 1.000e-03, eta: 3 days, 8:19:02, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.1270, top1_acc: 0.6062, top5_acc: 0.8070, loss_cls: 1.7343, loss: 2.8613, grad_norm: 7.5279 2021-07-06 16:45:15,628 - mmaction - INFO - Epoch [79][2600/3757] lr: 1.000e-03, eta: 3 days, 8:18:40, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0713, top1_acc: 0.6172, top5_acc: 0.8336, loss_cls: 1.6012, loss: 2.6724, grad_norm: 7.3186 2021-07-06 16:45:36,769 - mmaction - INFO - Epoch [79][2620/3757] lr: 1.000e-03, eta: 3 days, 8:18:18, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.1100, top1_acc: 0.6023, top5_acc: 0.8141, loss_cls: 1.7032, loss: 2.8132, grad_norm: 7.5886 2021-07-06 16:45:58,550 - mmaction - INFO - Epoch [79][2640/3757] lr: 1.000e-03, eta: 3 days, 8:17:56, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.1060, top1_acc: 0.6125, top5_acc: 0.8094, loss_cls: 1.7142, loss: 2.8202, grad_norm: 7.5851 2021-07-06 16:46:19,988 - mmaction - INFO - Epoch [79][2660/3757] lr: 1.000e-03, eta: 3 days, 8:17:35, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0816, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6569, loss: 2.7385, grad_norm: 7.4173 2021-07-06 16:46:41,087 - mmaction - INFO - Epoch [79][2680/3757] lr: 1.000e-03, eta: 3 days, 8:17:13, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0631, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.6221, loss: 2.6852, grad_norm: 7.5067 2021-07-06 16:47:02,240 - mmaction - INFO - Epoch [79][2700/3757] lr: 1.000e-03, eta: 3 days, 8:16:51, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0773, top1_acc: 0.6172, top5_acc: 0.8164, loss_cls: 1.6423, loss: 2.7197, grad_norm: 7.4860 2021-07-06 16:47:24,184 - mmaction - INFO - Epoch [79][2720/3757] lr: 1.000e-03, eta: 3 days, 8:16:30, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.0521, top1_acc: 0.6281, top5_acc: 0.8141, loss_cls: 1.6160, loss: 2.6682, grad_norm: 7.2811 2021-07-06 16:47:45,377 - mmaction - INFO - Epoch [79][2740/3757] lr: 1.000e-03, eta: 3 days, 8:16:08, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.1205, top1_acc: 0.5930, top5_acc: 0.8117, loss_cls: 1.6938, loss: 2.8143, grad_norm: 7.4863 2021-07-06 16:48:06,660 - mmaction - INFO - Epoch [79][2760/3757] lr: 1.000e-03, eta: 3 days, 8:15:46, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0989, top1_acc: 0.6047, top5_acc: 0.7930, loss_cls: 1.6970, loss: 2.7960, grad_norm: 7.3472 2021-07-06 16:48:28,096 - mmaction - INFO - Epoch [79][2780/3757] lr: 1.000e-03, eta: 3 days, 8:15:24, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 1.0827, top1_acc: 0.6070, top5_acc: 0.8273, loss_cls: 1.6422, loss: 2.7249, grad_norm: 7.3372 2021-07-06 16:48:49,170 - mmaction - INFO - Epoch [79][2800/3757] lr: 1.000e-03, eta: 3 days, 8:15:02, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0799, top1_acc: 0.6117, top5_acc: 0.8141, loss_cls: 1.6548, loss: 2.7347, grad_norm: 7.5041 2021-07-06 16:49:10,599 - mmaction - INFO - Epoch [79][2820/3757] lr: 1.000e-03, eta: 3 days, 8:14:40, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0705, top1_acc: 0.6062, top5_acc: 0.7969, loss_cls: 1.7052, loss: 2.7758, grad_norm: 7.5219 2021-07-06 16:49:32,026 - mmaction - INFO - Epoch [79][2840/3757] lr: 1.000e-03, eta: 3 days, 8:14:19, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0613, top1_acc: 0.6289, top5_acc: 0.8227, loss_cls: 1.6151, loss: 2.6764, grad_norm: 7.1555 2021-07-06 16:49:53,315 - mmaction - INFO - Epoch [79][2860/3757] lr: 1.000e-03, eta: 3 days, 8:13:57, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.0686, top1_acc: 0.6180, top5_acc: 0.8102, loss_cls: 1.6317, loss: 2.7003, grad_norm: 7.2558 2021-07-06 16:50:14,826 - mmaction - INFO - Epoch [79][2880/3757] lr: 1.000e-03, eta: 3 days, 8:13:35, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.0488, top1_acc: 0.6297, top5_acc: 0.8102, loss_cls: 1.5911, loss: 2.6399, grad_norm: 7.1440 2021-07-06 16:50:36,293 - mmaction - INFO - Epoch [79][2900/3757] lr: 1.000e-03, eta: 3 days, 8:13:13, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0937, top1_acc: 0.6164, top5_acc: 0.8000, loss_cls: 1.6671, loss: 2.7608, grad_norm: 7.6114 2021-07-06 16:50:57,244 - mmaction - INFO - Epoch [79][2920/3757] lr: 1.000e-03, eta: 3 days, 8:12:51, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0823, top1_acc: 0.6172, top5_acc: 0.8070, loss_cls: 1.6399, loss: 2.7222, grad_norm: 7.5957 2021-07-06 16:51:18,726 - mmaction - INFO - Epoch [79][2940/3757] lr: 1.000e-03, eta: 3 days, 8:12:29, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0591, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.6232, loss: 2.6823, grad_norm: 7.4859 2021-07-06 16:51:40,127 - mmaction - INFO - Epoch [79][2960/3757] lr: 1.000e-03, eta: 3 days, 8:12:08, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0672, top1_acc: 0.6133, top5_acc: 0.8133, loss_cls: 1.6437, loss: 2.7108, grad_norm: 7.1044 2021-07-06 16:52:01,555 - mmaction - INFO - Epoch [79][2980/3757] lr: 1.000e-03, eta: 3 days, 8:11:46, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0443, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5449, loss: 2.5892, grad_norm: 7.1805 2021-07-06 16:52:23,275 - mmaction - INFO - Epoch [79][3000/3757] lr: 1.000e-03, eta: 3 days, 8:11:25, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.0873, top1_acc: 0.6148, top5_acc: 0.8234, loss_cls: 1.6549, loss: 2.7422, grad_norm: 7.1211 2021-07-06 16:52:44,550 - mmaction - INFO - Epoch [79][3020/3757] lr: 1.000e-03, eta: 3 days, 8:11:03, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.1337, top1_acc: 0.5914, top5_acc: 0.8031, loss_cls: 1.7285, loss: 2.8622, grad_norm: 7.5436 2021-07-06 16:53:05,656 - mmaction - INFO - Epoch [79][3040/3757] lr: 1.000e-03, eta: 3 days, 8:10:41, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0815, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.6664, loss: 2.7479, grad_norm: 7.5629 2021-07-06 16:53:26,786 - mmaction - INFO - Epoch [79][3060/3757] lr: 1.000e-03, eta: 3 days, 8:10:19, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0788, top1_acc: 0.6148, top5_acc: 0.8055, loss_cls: 1.6816, loss: 2.7604, grad_norm: 7.5438 2021-07-06 16:53:48,493 - mmaction - INFO - Epoch [79][3080/3757] lr: 1.000e-03, eta: 3 days, 8:09:57, time: 1.086, data_time: 0.008, memory: 6921, loss_aux: 1.0661, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6685, loss: 2.7347, grad_norm: 7.3153 2021-07-06 16:54:09,731 - mmaction - INFO - Epoch [79][3100/3757] lr: 1.000e-03, eta: 3 days, 8:09:35, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0697, top1_acc: 0.6297, top5_acc: 0.8008, loss_cls: 1.6207, loss: 2.6904, grad_norm: 7.3626 2021-07-06 16:54:30,773 - mmaction - INFO - Epoch [79][3120/3757] lr: 1.000e-03, eta: 3 days, 8:09:13, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0632, top1_acc: 0.6180, top5_acc: 0.8219, loss_cls: 1.6276, loss: 2.6908, grad_norm: 7.3807 2021-07-06 16:54:52,669 - mmaction - INFO - Epoch [79][3140/3757] lr: 1.000e-03, eta: 3 days, 8:08:52, time: 1.096, data_time: 0.006, memory: 6921, loss_aux: 1.0887, top1_acc: 0.6203, top5_acc: 0.8180, loss_cls: 1.6283, loss: 2.7170, grad_norm: 7.4089 2021-07-06 16:55:13,849 - mmaction - INFO - Epoch [79][3160/3757] lr: 1.000e-03, eta: 3 days, 8:08:30, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0825, top1_acc: 0.6156, top5_acc: 0.8102, loss_cls: 1.6600, loss: 2.7425, grad_norm: 7.4137 2021-07-06 16:55:34,787 - mmaction - INFO - Epoch [79][3180/3757] lr: 1.000e-03, eta: 3 days, 8:08:08, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0597, top1_acc: 0.6164, top5_acc: 0.8180, loss_cls: 1.6304, loss: 2.6902, grad_norm: 7.2198 2021-07-06 16:55:56,015 - mmaction - INFO - Epoch [79][3200/3757] lr: 1.000e-03, eta: 3 days, 8:07:46, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0273, top1_acc: 0.6219, top5_acc: 0.8234, loss_cls: 1.6025, loss: 2.6297, grad_norm: 7.3287 2021-07-06 16:56:17,304 - mmaction - INFO - Epoch [79][3220/3757] lr: 1.000e-03, eta: 3 days, 8:07:24, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.1413, top1_acc: 0.5758, top5_acc: 0.7844, loss_cls: 1.8180, loss: 2.9593, grad_norm: 7.4996 2021-07-06 16:56:38,704 - mmaction - INFO - Epoch [79][3240/3757] lr: 1.000e-03, eta: 3 days, 8:07:02, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.1084, top1_acc: 0.6047, top5_acc: 0.8039, loss_cls: 1.7462, loss: 2.8546, grad_norm: 7.5834 2021-07-06 16:56:59,776 - mmaction - INFO - Epoch [79][3260/3757] lr: 1.000e-03, eta: 3 days, 8:06:40, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.1117, top1_acc: 0.5797, top5_acc: 0.7891, loss_cls: 1.7899, loss: 2.9016, grad_norm: 7.7207 2021-07-06 16:57:21,414 - mmaction - INFO - Epoch [79][3280/3757] lr: 1.000e-03, eta: 3 days, 8:06:19, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.0928, top1_acc: 0.6148, top5_acc: 0.8078, loss_cls: 1.6930, loss: 2.7857, grad_norm: 7.6464 2021-07-06 16:57:42,766 - mmaction - INFO - Epoch [79][3300/3757] lr: 1.000e-03, eta: 3 days, 8:05:57, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.1087, top1_acc: 0.6086, top5_acc: 0.8148, loss_cls: 1.6592, loss: 2.7679, grad_norm: 7.2200 2021-07-06 16:58:04,767 - mmaction - INFO - Epoch [79][3320/3757] lr: 1.000e-03, eta: 3 days, 8:05:36, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.0589, top1_acc: 0.6172, top5_acc: 0.8313, loss_cls: 1.6257, loss: 2.6846, grad_norm: 7.4902 2021-07-06 16:58:25,843 - mmaction - INFO - Epoch [79][3340/3757] lr: 1.000e-03, eta: 3 days, 8:05:14, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0819, top1_acc: 0.6039, top5_acc: 0.8016, loss_cls: 1.6992, loss: 2.7810, grad_norm: 7.3319 2021-07-06 16:58:46,897 - mmaction - INFO - Epoch [79][3360/3757] lr: 1.000e-03, eta: 3 days, 8:04:52, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.1066, top1_acc: 0.6141, top5_acc: 0.7922, loss_cls: 1.7090, loss: 2.8156, grad_norm: 7.4657 2021-07-06 16:59:08,078 - mmaction - INFO - Epoch [79][3380/3757] lr: 1.000e-03, eta: 3 days, 8:04:30, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0956, top1_acc: 0.6094, top5_acc: 0.8055, loss_cls: 1.6892, loss: 2.7848, grad_norm: 7.5460 2021-07-06 16:59:29,198 - mmaction - INFO - Epoch [79][3400/3757] lr: 1.000e-03, eta: 3 days, 8:04:08, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0875, top1_acc: 0.6234, top5_acc: 0.8156, loss_cls: 1.6184, loss: 2.7059, grad_norm: 7.4012 2021-07-06 16:59:50,325 - mmaction - INFO - Epoch [79][3420/3757] lr: 1.000e-03, eta: 3 days, 8:03:46, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0657, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.6311, loss: 2.6968, grad_norm: 7.4445 2021-07-06 17:00:11,424 - mmaction - INFO - Epoch [79][3440/3757] lr: 1.000e-03, eta: 3 days, 8:03:24, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0703, top1_acc: 0.6102, top5_acc: 0.8094, loss_cls: 1.6556, loss: 2.7259, grad_norm: 7.2257 2021-07-06 17:00:32,966 - mmaction - INFO - Epoch [79][3460/3757] lr: 1.000e-03, eta: 3 days, 8:03:02, time: 1.077, data_time: 0.006, memory: 6921, loss_aux: 1.0745, top1_acc: 0.6086, top5_acc: 0.8023, loss_cls: 1.6753, loss: 2.7498, grad_norm: 7.3987 2021-07-06 17:00:54,277 - mmaction - INFO - Epoch [79][3480/3757] lr: 1.000e-03, eta: 3 days, 8:02:40, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.1200, top1_acc: 0.6078, top5_acc: 0.7953, loss_cls: 1.7225, loss: 2.8425, grad_norm: 7.4041 2021-07-06 17:01:15,413 - mmaction - INFO - Epoch [79][3500/3757] lr: 1.000e-03, eta: 3 days, 8:02:18, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.1107, top1_acc: 0.6031, top5_acc: 0.8055, loss_cls: 1.7084, loss: 2.8191, grad_norm: 7.4799 2021-07-06 17:01:37,488 - mmaction - INFO - Epoch [79][3520/3757] lr: 1.000e-03, eta: 3 days, 8:01:57, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.0749, top1_acc: 0.6289, top5_acc: 0.8414, loss_cls: 1.5551, loss: 2.6300, grad_norm: 7.3137 2021-07-06 17:01:58,614 - mmaction - INFO - Epoch [79][3540/3757] lr: 1.000e-03, eta: 3 days, 8:01:35, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0724, top1_acc: 0.6031, top5_acc: 0.8117, loss_cls: 1.6539, loss: 2.7263, grad_norm: 7.2826 2021-07-06 17:02:19,802 - mmaction - INFO - Epoch [79][3560/3757] lr: 1.000e-03, eta: 3 days, 8:01:13, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.1263, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.7402, loss: 2.8665, grad_norm: 7.6292 2021-07-06 17:02:41,921 - mmaction - INFO - Epoch [79][3580/3757] lr: 1.000e-03, eta: 3 days, 8:00:52, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.0746, top1_acc: 0.6047, top5_acc: 0.8063, loss_cls: 1.6783, loss: 2.7530, grad_norm: 7.4498 2021-07-06 17:03:02,668 - mmaction - INFO - Epoch [79][3600/3757] lr: 1.000e-03, eta: 3 days, 8:00:30, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.0687, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.6174, loss: 2.6861, grad_norm: 7.4904 2021-07-06 17:03:24,441 - mmaction - INFO - Epoch [79][3620/3757] lr: 1.000e-03, eta: 3 days, 8:00:08, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.0593, top1_acc: 0.6078, top5_acc: 0.8039, loss_cls: 1.6434, loss: 2.7026, grad_norm: 7.2229 2021-07-06 17:03:45,829 - mmaction - INFO - Epoch [79][3640/3757] lr: 1.000e-03, eta: 3 days, 7:59:47, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0852, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6623, loss: 2.7475, grad_norm: 7.4669 2021-07-06 17:04:06,955 - mmaction - INFO - Epoch [79][3660/3757] lr: 1.000e-03, eta: 3 days, 7:59:25, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0759, top1_acc: 0.6078, top5_acc: 0.8094, loss_cls: 1.6685, loss: 2.7443, grad_norm: 7.3660 2021-07-06 17:04:28,104 - mmaction - INFO - Epoch [79][3680/3757] lr: 1.000e-03, eta: 3 days, 7:59:03, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0811, top1_acc: 0.6156, top5_acc: 0.8008, loss_cls: 1.6977, loss: 2.7788, grad_norm: 7.4484 2021-07-06 17:04:49,281 - mmaction - INFO - Epoch [79][3700/3757] lr: 1.000e-03, eta: 3 days, 7:58:41, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0875, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.7111, loss: 2.7986, grad_norm: 7.5597 2021-07-06 17:05:10,618 - mmaction - INFO - Epoch [79][3720/3757] lr: 1.000e-03, eta: 3 days, 7:58:19, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.1261, top1_acc: 0.5813, top5_acc: 0.8102, loss_cls: 1.7403, loss: 2.8664, grad_norm: 7.6024 2021-07-06 17:05:32,542 - mmaction - INFO - Epoch [79][3740/3757] lr: 1.000e-03, eta: 3 days, 7:57:58, time: 1.098, data_time: 0.047, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5615, loss: 2.5770, grad_norm: 7.2666 2021-07-06 17:05:50,760 - mmaction - INFO - Saving checkpoint at 79 epochs 2021-07-06 17:06:54,878 - mmaction - INFO - Epoch [80][20/3757] lr: 1.000e-03, eta: 3 days, 7:57:38, time: 3.128, data_time: 1.930, memory: 6921, loss_aux: 1.0487, top1_acc: 0.6188, top5_acc: 0.8258, loss_cls: 1.5569, loss: 2.6056, grad_norm: 7.1228 2021-07-06 17:07:15,979 - mmaction - INFO - Epoch [80][40/3757] lr: 1.000e-03, eta: 3 days, 7:57:16, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.1175, top1_acc: 0.6062, top5_acc: 0.8039, loss_cls: 1.7294, loss: 2.8469, grad_norm: 7.2882 2021-07-06 17:07:37,155 - mmaction - INFO - Epoch [80][60/3757] lr: 1.000e-03, eta: 3 days, 7:56:54, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0450, top1_acc: 0.6164, top5_acc: 0.8094, loss_cls: 1.6458, loss: 2.6908, grad_norm: 7.0839 2021-07-06 17:07:59,206 - mmaction - INFO - Epoch [80][80/3757] lr: 1.000e-03, eta: 3 days, 7:56:33, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.0603, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.5894, loss: 2.6497, grad_norm: 7.2688 2021-07-06 17:08:20,149 - mmaction - INFO - Epoch [80][100/3757] lr: 1.000e-03, eta: 3 days, 7:56:11, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0895, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.6884, loss: 2.7778, grad_norm: 7.6446 2021-07-06 17:08:41,106 - mmaction - INFO - Epoch [80][120/3757] lr: 1.000e-03, eta: 3 days, 7:55:49, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0970, top1_acc: 0.5844, top5_acc: 0.8187, loss_cls: 1.7054, loss: 2.8024, grad_norm: 7.7336 2021-07-06 17:09:02,244 - mmaction - INFO - Epoch [80][140/3757] lr: 1.000e-03, eta: 3 days, 7:55:27, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0470, top1_acc: 0.6344, top5_acc: 0.8242, loss_cls: 1.5670, loss: 2.6140, grad_norm: 7.2938 2021-07-06 17:09:23,501 - mmaction - INFO - Epoch [80][160/3757] lr: 1.000e-03, eta: 3 days, 7:55:05, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0730, top1_acc: 0.6055, top5_acc: 0.8008, loss_cls: 1.6734, loss: 2.7464, grad_norm: 7.3609 2021-07-06 17:09:45,386 - mmaction - INFO - Epoch [80][180/3757] lr: 1.000e-03, eta: 3 days, 7:54:43, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.1198, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.7803, loss: 2.9001, grad_norm: 7.7092 2021-07-06 17:10:06,324 - mmaction - INFO - Epoch [80][200/3757] lr: 1.000e-03, eta: 3 days, 7:54:21, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0747, top1_acc: 0.6203, top5_acc: 0.8250, loss_cls: 1.6449, loss: 2.7196, grad_norm: 7.4818 2021-07-06 17:10:28,329 - mmaction - INFO - Epoch [80][220/3757] lr: 1.000e-03, eta: 3 days, 7:54:00, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.0941, top1_acc: 0.6047, top5_acc: 0.8031, loss_cls: 1.6824, loss: 2.7765, grad_norm: 7.5164 2021-07-06 17:10:50,213 - mmaction - INFO - Epoch [80][240/3757] lr: 1.000e-03, eta: 3 days, 7:53:39, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.1027, top1_acc: 0.6039, top5_acc: 0.7992, loss_cls: 1.7353, loss: 2.8381, grad_norm: 7.2981 2021-07-06 17:11:11,454 - mmaction - INFO - Epoch [80][260/3757] lr: 1.000e-03, eta: 3 days, 7:53:17, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0544, top1_acc: 0.6148, top5_acc: 0.8156, loss_cls: 1.6727, loss: 2.7271, grad_norm: 7.3823 2021-07-06 17:11:32,599 - mmaction - INFO - Epoch [80][280/3757] lr: 1.000e-03, eta: 3 days, 7:52:55, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0614, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.6384, loss: 2.6998, grad_norm: 7.4643 2021-07-06 17:11:54,070 - mmaction - INFO - Epoch [80][300/3757] lr: 1.000e-03, eta: 3 days, 7:52:33, time: 1.074, data_time: 0.032, memory: 6921, loss_aux: 1.0589, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6641, loss: 2.7230, grad_norm: 7.3162 2021-07-06 17:12:16,118 - mmaction - INFO - Epoch [80][320/3757] lr: 1.000e-03, eta: 3 days, 7:52:12, time: 1.102, data_time: 0.029, memory: 6921, loss_aux: 1.0896, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6457, loss: 2.7354, grad_norm: 7.3891 2021-07-06 17:12:37,739 - mmaction - INFO - Epoch [80][340/3757] lr: 1.000e-03, eta: 3 days, 7:51:50, time: 1.083, data_time: 0.033, memory: 6921, loss_aux: 1.0581, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6053, loss: 2.6634, grad_norm: 7.2898 2021-07-06 17:12:59,497 - mmaction - INFO - Epoch [80][360/3757] lr: 1.000e-03, eta: 3 days, 7:51:29, time: 1.086, data_time: 0.057, memory: 6921, loss_aux: 1.0981, top1_acc: 0.6000, top5_acc: 0.8172, loss_cls: 1.6695, loss: 2.7677, grad_norm: 7.6561 2021-07-06 17:13:20,409 - mmaction - INFO - Epoch [80][380/3757] lr: 1.000e-03, eta: 3 days, 7:51:07, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0989, top1_acc: 0.6016, top5_acc: 0.7914, loss_cls: 1.7001, loss: 2.7990, grad_norm: 7.2330 2021-07-06 17:13:41,592 - mmaction - INFO - Epoch [80][400/3757] lr: 1.000e-03, eta: 3 days, 7:50:45, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0778, top1_acc: 0.6125, top5_acc: 0.8102, loss_cls: 1.6650, loss: 2.7428, grad_norm: 7.1980 2021-07-06 17:14:03,043 - mmaction - INFO - Epoch [80][420/3757] lr: 1.000e-03, eta: 3 days, 7:50:23, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0585, top1_acc: 0.6297, top5_acc: 0.8211, loss_cls: 1.5820, loss: 2.6405, grad_norm: 7.1631 2021-07-06 17:14:24,289 - mmaction - INFO - Epoch [80][440/3757] lr: 1.000e-03, eta: 3 days, 7:50:01, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0563, top1_acc: 0.6250, top5_acc: 0.8328, loss_cls: 1.5966, loss: 2.6528, grad_norm: 7.3104 2021-07-06 17:14:45,306 - mmaction - INFO - Epoch [80][460/3757] lr: 1.000e-03, eta: 3 days, 7:49:39, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0591, top1_acc: 0.6211, top5_acc: 0.8211, loss_cls: 1.5971, loss: 2.6561, grad_norm: 7.3406 2021-07-06 17:15:06,540 - mmaction - INFO - Epoch [80][480/3757] lr: 1.000e-03, eta: 3 days, 7:49:17, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0788, top1_acc: 0.6141, top5_acc: 0.8156, loss_cls: 1.6460, loss: 2.7249, grad_norm: 7.5283 2021-07-06 17:15:28,375 - mmaction - INFO - Epoch [80][500/3757] lr: 1.000e-03, eta: 3 days, 7:48:56, time: 1.092, data_time: 0.001, memory: 6921, loss_aux: 1.0842, top1_acc: 0.6070, top5_acc: 0.8063, loss_cls: 1.6749, loss: 2.7591, grad_norm: 7.4515 2021-07-06 17:15:51,096 - mmaction - INFO - Epoch [80][520/3757] lr: 1.000e-03, eta: 3 days, 7:48:35, time: 1.135, data_time: 0.001, memory: 6921, loss_aux: 1.0669, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6317, loss: 2.6987, grad_norm: 7.4412 2021-07-06 17:16:12,154 - mmaction - INFO - Epoch [80][540/3757] lr: 1.000e-03, eta: 3 days, 7:48:13, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0998, top1_acc: 0.6078, top5_acc: 0.8063, loss_cls: 1.6799, loss: 2.7797, grad_norm: 7.4770 2021-07-06 17:16:33,106 - mmaction - INFO - Epoch [80][560/3757] lr: 1.000e-03, eta: 3 days, 7:47:51, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.1003, top1_acc: 0.6172, top5_acc: 0.8297, loss_cls: 1.6220, loss: 2.7223, grad_norm: 7.5954 2021-07-06 17:16:54,402 - mmaction - INFO - Epoch [80][580/3757] lr: 1.000e-03, eta: 3 days, 7:47:29, time: 1.065, data_time: 0.010, memory: 6921, loss_aux: 1.0573, top1_acc: 0.6117, top5_acc: 0.8102, loss_cls: 1.6277, loss: 2.6851, grad_norm: 7.4207 2021-07-06 17:17:16,092 - mmaction - INFO - Epoch [80][600/3757] lr: 1.000e-03, eta: 3 days, 7:47:08, time: 1.084, data_time: 0.030, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6062, top5_acc: 0.8187, loss_cls: 1.6139, loss: 2.6611, grad_norm: 7.3775 2021-07-06 17:17:37,379 - mmaction - INFO - Epoch [80][620/3757] lr: 1.000e-03, eta: 3 days, 7:46:46, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.0409, top1_acc: 0.6172, top5_acc: 0.8219, loss_cls: 1.5778, loss: 2.6187, grad_norm: 7.2943 2021-07-06 17:17:59,172 - mmaction - INFO - Epoch [80][640/3757] lr: 1.000e-03, eta: 3 days, 7:46:25, time: 1.092, data_time: 0.047, memory: 6921, loss_aux: 1.0262, top1_acc: 0.6367, top5_acc: 0.8211, loss_cls: 1.5845, loss: 2.6107, grad_norm: 7.3828 2021-07-06 17:18:20,763 - mmaction - INFO - Epoch [80][660/3757] lr: 1.000e-03, eta: 3 days, 7:46:03, time: 1.080, data_time: 0.033, memory: 6921, loss_aux: 1.0429, top1_acc: 0.6305, top5_acc: 0.8172, loss_cls: 1.5912, loss: 2.6342, grad_norm: 7.3750 2021-07-06 17:18:42,353 - mmaction - INFO - Epoch [80][680/3757] lr: 1.000e-03, eta: 3 days, 7:45:41, time: 1.079, data_time: 0.030, memory: 6921, loss_aux: 1.0704, top1_acc: 0.6062, top5_acc: 0.8148, loss_cls: 1.6301, loss: 2.7005, grad_norm: 7.4972 2021-07-06 17:19:03,881 - mmaction - INFO - Epoch [80][700/3757] lr: 1.000e-03, eta: 3 days, 7:45:20, time: 1.077, data_time: 0.035, memory: 6921, loss_aux: 1.1071, top1_acc: 0.6008, top5_acc: 0.8039, loss_cls: 1.6732, loss: 2.7803, grad_norm: 7.4813 2021-07-06 17:19:25,140 - mmaction - INFO - Epoch [80][720/3757] lr: 1.000e-03, eta: 3 days, 7:44:58, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0692, top1_acc: 0.6109, top5_acc: 0.8031, loss_cls: 1.6650, loss: 2.7342, grad_norm: 7.4129 2021-07-06 17:19:46,521 - mmaction - INFO - Epoch [80][740/3757] lr: 1.000e-03, eta: 3 days, 7:44:36, time: 1.068, data_time: 0.013, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6195, top5_acc: 0.8133, loss_cls: 1.6250, loss: 2.6622, grad_norm: 7.5796 2021-07-06 17:20:08,500 - mmaction - INFO - Epoch [80][760/3757] lr: 1.000e-03, eta: 3 days, 7:44:15, time: 1.099, data_time: 0.042, memory: 6921, loss_aux: 1.0512, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.6365, loss: 2.6877, grad_norm: 7.4318 2021-07-06 17:20:29,638 - mmaction - INFO - Epoch [80][780/3757] lr: 1.000e-03, eta: 3 days, 7:43:53, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0791, top1_acc: 0.6102, top5_acc: 0.8008, loss_cls: 1.6878, loss: 2.7669, grad_norm: 7.4066 2021-07-06 17:20:51,146 - mmaction - INFO - Epoch [80][800/3757] lr: 1.000e-03, eta: 3 days, 7:43:31, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.1538, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.7958, loss: 2.9496, grad_norm: 7.8359 2021-07-06 17:21:12,844 - mmaction - INFO - Epoch [80][820/3757] lr: 1.000e-03, eta: 3 days, 7:43:10, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0442, top1_acc: 0.6227, top5_acc: 0.8133, loss_cls: 1.6220, loss: 2.6662, grad_norm: 7.4070 2021-07-06 17:21:34,358 - mmaction - INFO - Epoch [80][840/3757] lr: 1.000e-03, eta: 3 days, 7:42:48, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0958, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.6888, loss: 2.7846, grad_norm: 7.2670 2021-07-06 17:21:55,385 - mmaction - INFO - Epoch [80][860/3757] lr: 1.000e-03, eta: 3 days, 7:42:26, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0956, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.6951, loss: 2.7907, grad_norm: 7.4487 2021-07-06 17:22:16,681 - mmaction - INFO - Epoch [80][880/3757] lr: 1.000e-03, eta: 3 days, 7:42:04, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0624, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.6356, loss: 2.6980, grad_norm: 7.3201 2021-07-06 17:22:39,041 - mmaction - INFO - Epoch [80][900/3757] lr: 1.000e-03, eta: 3 days, 7:41:43, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 1.0512, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.6500, loss: 2.7012, grad_norm: 7.2271 2021-07-06 17:23:00,328 - mmaction - INFO - Epoch [80][920/3757] lr: 1.000e-03, eta: 3 days, 7:41:21, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0950, top1_acc: 0.5953, top5_acc: 0.8008, loss_cls: 1.7042, loss: 2.7992, grad_norm: 7.4148 2021-07-06 17:23:21,763 - mmaction - INFO - Epoch [80][940/3757] lr: 1.000e-03, eta: 3 days, 7:41:00, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.1212, top1_acc: 0.5820, top5_acc: 0.8000, loss_cls: 1.7298, loss: 2.8510, grad_norm: 7.6183 2021-07-06 17:23:43,388 - mmaction - INFO - Epoch [80][960/3757] lr: 1.000e-03, eta: 3 days, 7:40:38, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.1104, top1_acc: 0.5813, top5_acc: 0.7961, loss_cls: 1.7340, loss: 2.8444, grad_norm: 7.5134 2021-07-06 17:24:04,397 - mmaction - INFO - Epoch [80][980/3757] lr: 1.000e-03, eta: 3 days, 7:40:16, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.0403, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.5452, loss: 2.5855, grad_norm: 7.3148 2021-07-06 17:24:25,387 - mmaction - INFO - Epoch [80][1000/3757] lr: 1.000e-03, eta: 3 days, 7:39:54, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0701, top1_acc: 0.6133, top5_acc: 0.8078, loss_cls: 1.6309, loss: 2.7010, grad_norm: 7.2302 2021-07-06 17:24:47,185 - mmaction - INFO - Epoch [80][1020/3757] lr: 1.000e-03, eta: 3 days, 7:39:33, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.0983, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.6682, loss: 2.7665, grad_norm: 7.6054 2021-07-06 17:25:08,660 - mmaction - INFO - Epoch [80][1040/3757] lr: 1.000e-03, eta: 3 days, 7:39:11, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.1018, top1_acc: 0.6086, top5_acc: 0.8070, loss_cls: 1.6570, loss: 2.7588, grad_norm: 7.6423 2021-07-06 17:25:30,045 - mmaction - INFO - Epoch [80][1060/3757] lr: 1.000e-03, eta: 3 days, 7:38:49, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0612, top1_acc: 0.6148, top5_acc: 0.8172, loss_cls: 1.6316, loss: 2.6928, grad_norm: 7.5007 2021-07-06 17:25:52,018 - mmaction - INFO - Epoch [80][1080/3757] lr: 1.000e-03, eta: 3 days, 7:38:28, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.0908, top1_acc: 0.6039, top5_acc: 0.8187, loss_cls: 1.6767, loss: 2.7674, grad_norm: 7.5387 2021-07-06 17:26:13,086 - mmaction - INFO - Epoch [80][1100/3757] lr: 1.000e-03, eta: 3 days, 7:38:06, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0756, top1_acc: 0.6031, top5_acc: 0.8047, loss_cls: 1.7042, loss: 2.7798, grad_norm: 7.6901 2021-07-06 17:26:34,204 - mmaction - INFO - Epoch [80][1120/3757] lr: 1.000e-03, eta: 3 days, 7:37:44, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0560, top1_acc: 0.6258, top5_acc: 0.8297, loss_cls: 1.6150, loss: 2.6710, grad_norm: 7.5100 2021-07-06 17:26:56,319 - mmaction - INFO - Epoch [80][1140/3757] lr: 1.000e-03, eta: 3 days, 7:37:23, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.1085, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7007, loss: 2.8092, grad_norm: 7.8008 2021-07-06 17:27:18,070 - mmaction - INFO - Epoch [80][1160/3757] lr: 1.000e-03, eta: 3 days, 7:37:01, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.1378, top1_acc: 0.5875, top5_acc: 0.7914, loss_cls: 1.7876, loss: 2.9254, grad_norm: 7.8686 2021-07-06 17:27:39,329 - mmaction - INFO - Epoch [80][1180/3757] lr: 1.000e-03, eta: 3 days, 7:36:39, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.1219, top1_acc: 0.5922, top5_acc: 0.7945, loss_cls: 1.7563, loss: 2.8782, grad_norm: 7.5102 2021-07-06 17:28:00,581 - mmaction - INFO - Epoch [80][1200/3757] lr: 1.000e-03, eta: 3 days, 7:36:18, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0448, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6171, loss: 2.6619, grad_norm: 7.3493 2021-07-06 17:28:21,703 - mmaction - INFO - Epoch [80][1220/3757] lr: 1.000e-03, eta: 3 days, 7:35:56, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.1077, top1_acc: 0.6203, top5_acc: 0.7953, loss_cls: 1.7176, loss: 2.8253, grad_norm: 7.5591 2021-07-06 17:28:43,712 - mmaction - INFO - Epoch [80][1240/3757] lr: 1.000e-03, eta: 3 days, 7:35:34, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6258, top5_acc: 0.8211, loss_cls: 1.6137, loss: 2.6608, grad_norm: 7.5441 2021-07-06 17:29:05,958 - mmaction - INFO - Epoch [80][1260/3757] lr: 1.000e-03, eta: 3 days, 7:35:13, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.0748, top1_acc: 0.6133, top5_acc: 0.8211, loss_cls: 1.5951, loss: 2.6699, grad_norm: 7.4405 2021-07-06 17:29:27,026 - mmaction - INFO - Epoch [80][1280/3757] lr: 1.000e-03, eta: 3 days, 7:34:51, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0589, top1_acc: 0.6125, top5_acc: 0.8266, loss_cls: 1.5905, loss: 2.6494, grad_norm: 7.5669 2021-07-06 17:29:48,415 - mmaction - INFO - Epoch [80][1300/3757] lr: 1.000e-03, eta: 3 days, 7:34:30, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.0338, top1_acc: 0.6133, top5_acc: 0.8133, loss_cls: 1.5945, loss: 2.6283, grad_norm: 7.2032 2021-07-06 17:30:10,099 - mmaction - INFO - Epoch [80][1320/3757] lr: 1.000e-03, eta: 3 days, 7:34:08, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 1.0669, top1_acc: 0.6203, top5_acc: 0.8156, loss_cls: 1.5989, loss: 2.6658, grad_norm: 7.4017 2021-07-06 17:30:32,111 - mmaction - INFO - Epoch [80][1340/3757] lr: 1.000e-03, eta: 3 days, 7:33:47, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.0684, top1_acc: 0.6211, top5_acc: 0.8031, loss_cls: 1.6192, loss: 2.6875, grad_norm: 7.4415 2021-07-06 17:30:53,074 - mmaction - INFO - Epoch [80][1360/3757] lr: 1.000e-03, eta: 3 days, 7:33:25, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0496, top1_acc: 0.6062, top5_acc: 0.8289, loss_cls: 1.6161, loss: 2.6657, grad_norm: 7.6908 2021-07-06 17:31:14,355 - mmaction - INFO - Epoch [80][1380/3757] lr: 1.000e-03, eta: 3 days, 7:33:03, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0799, top1_acc: 0.6094, top5_acc: 0.8086, loss_cls: 1.6526, loss: 2.7325, grad_norm: 7.3232 2021-07-06 17:31:35,558 - mmaction - INFO - Epoch [80][1400/3757] lr: 1.000e-03, eta: 3 days, 7:32:41, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0469, top1_acc: 0.6234, top5_acc: 0.8117, loss_cls: 1.6151, loss: 2.6620, grad_norm: 7.4848 2021-07-06 17:31:57,017 - mmaction - INFO - Epoch [80][1420/3757] lr: 1.000e-03, eta: 3 days, 7:32:19, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0819, top1_acc: 0.6156, top5_acc: 0.8078, loss_cls: 1.6461, loss: 2.7280, grad_norm: 7.6740 2021-07-06 17:32:18,300 - mmaction - INFO - Epoch [80][1440/3757] lr: 1.000e-03, eta: 3 days, 7:31:57, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0438, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.6064, loss: 2.6502, grad_norm: 7.3783 2021-07-06 17:32:39,627 - mmaction - INFO - Epoch [80][1460/3757] lr: 1.000e-03, eta: 3 days, 7:31:36, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0761, top1_acc: 0.6102, top5_acc: 0.8063, loss_cls: 1.6206, loss: 2.6967, grad_norm: 7.4920 2021-07-06 17:33:01,040 - mmaction - INFO - Epoch [80][1480/3757] lr: 1.000e-03, eta: 3 days, 7:31:14, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.0288, top1_acc: 0.6352, top5_acc: 0.8219, loss_cls: 1.5470, loss: 2.5758, grad_norm: 7.2159 2021-07-06 17:33:22,355 - mmaction - INFO - Epoch [80][1500/3757] lr: 1.000e-03, eta: 3 days, 7:30:52, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0814, top1_acc: 0.6102, top5_acc: 0.8016, loss_cls: 1.7082, loss: 2.7896, grad_norm: 7.4964 2021-07-06 17:33:43,738 - mmaction - INFO - Epoch [80][1520/3757] lr: 1.000e-03, eta: 3 days, 7:30:30, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0968, top1_acc: 0.5875, top5_acc: 0.8039, loss_cls: 1.6716, loss: 2.7684, grad_norm: 7.5186 2021-07-06 17:34:04,932 - mmaction - INFO - Epoch [80][1540/3757] lr: 1.000e-03, eta: 3 days, 7:30:08, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0509, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5657, loss: 2.6166, grad_norm: 7.2258 2021-07-06 17:34:26,244 - mmaction - INFO - Epoch [80][1560/3757] lr: 1.000e-03, eta: 3 days, 7:29:47, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.1039, top1_acc: 0.6008, top5_acc: 0.8148, loss_cls: 1.6968, loss: 2.8007, grad_norm: 7.5089 2021-07-06 17:34:47,570 - mmaction - INFO - Epoch [80][1580/3757] lr: 1.000e-03, eta: 3 days, 7:29:25, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0731, top1_acc: 0.5953, top5_acc: 0.8055, loss_cls: 1.6781, loss: 2.7512, grad_norm: 7.4096 2021-07-06 17:35:09,020 - mmaction - INFO - Epoch [80][1600/3757] lr: 1.000e-03, eta: 3 days, 7:29:03, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.1155, top1_acc: 0.5898, top5_acc: 0.7914, loss_cls: 1.7512, loss: 2.8667, grad_norm: 7.4798 2021-07-06 17:35:30,910 - mmaction - INFO - Epoch [80][1620/3757] lr: 1.000e-03, eta: 3 days, 7:28:42, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6117, top5_acc: 0.8289, loss_cls: 1.5801, loss: 2.5994, grad_norm: 7.1361 2021-07-06 17:35:51,959 - mmaction - INFO - Epoch [80][1640/3757] lr: 1.000e-03, eta: 3 days, 7:28:20, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0786, top1_acc: 0.6164, top5_acc: 0.8266, loss_cls: 1.6385, loss: 2.7171, grad_norm: 7.4423 2021-07-06 17:36:13,512 - mmaction - INFO - Epoch [80][1660/3757] lr: 1.000e-03, eta: 3 days, 7:27:58, time: 1.077, data_time: 0.008, memory: 6921, loss_aux: 1.0830, top1_acc: 0.6219, top5_acc: 0.8102, loss_cls: 1.6583, loss: 2.7413, grad_norm: 7.5168 2021-07-06 17:36:35,130 - mmaction - INFO - Epoch [80][1680/3757] lr: 1.000e-03, eta: 3 days, 7:27:36, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.0777, top1_acc: 0.6250, top5_acc: 0.8094, loss_cls: 1.6136, loss: 2.6913, grad_norm: 7.3541 2021-07-06 17:36:56,672 - mmaction - INFO - Epoch [80][1700/3757] lr: 1.000e-03, eta: 3 days, 7:27:15, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0811, top1_acc: 0.6031, top5_acc: 0.8055, loss_cls: 1.6615, loss: 2.7425, grad_norm: 7.2440 2021-07-06 17:37:17,960 - mmaction - INFO - Epoch [80][1720/3757] lr: 1.000e-03, eta: 3 days, 7:26:53, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0857, top1_acc: 0.6102, top5_acc: 0.8023, loss_cls: 1.6602, loss: 2.7459, grad_norm: 7.4740 2021-07-06 17:37:39,446 - mmaction - INFO - Epoch [80][1740/3757] lr: 1.000e-03, eta: 3 days, 7:26:31, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.1142, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.7023, loss: 2.8165, grad_norm: 7.4249 2021-07-06 17:38:01,390 - mmaction - INFO - Epoch [80][1760/3757] lr: 1.000e-03, eta: 3 days, 7:26:10, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.0410, top1_acc: 0.6398, top5_acc: 0.8156, loss_cls: 1.6098, loss: 2.6508, grad_norm: 7.4192 2021-07-06 17:38:22,530 - mmaction - INFO - Epoch [80][1780/3757] lr: 1.000e-03, eta: 3 days, 7:25:48, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.6209, loss: 2.6565, grad_norm: 7.3585 2021-07-06 17:38:43,622 - mmaction - INFO - Epoch [80][1800/3757] lr: 1.000e-03, eta: 3 days, 7:25:26, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0911, top1_acc: 0.6023, top5_acc: 0.7984, loss_cls: 1.6977, loss: 2.7888, grad_norm: 7.6498 2021-07-06 17:39:04,643 - mmaction - INFO - Epoch [80][1820/3757] lr: 1.000e-03, eta: 3 days, 7:25:04, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.1352, top1_acc: 0.5922, top5_acc: 0.8008, loss_cls: 1.7654, loss: 2.9006, grad_norm: 7.6316 2021-07-06 17:39:25,524 - mmaction - INFO - Epoch [80][1840/3757] lr: 1.000e-03, eta: 3 days, 7:24:42, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0753, top1_acc: 0.6172, top5_acc: 0.8047, loss_cls: 1.6742, loss: 2.7494, grad_norm: 7.3908 2021-07-06 17:39:47,862 - mmaction - INFO - Epoch [80][1860/3757] lr: 1.000e-03, eta: 3 days, 7:24:21, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6320, top5_acc: 0.8242, loss_cls: 1.5657, loss: 2.5859, grad_norm: 7.3215 2021-07-06 17:40:08,898 - mmaction - INFO - Epoch [80][1880/3757] lr: 1.000e-03, eta: 3 days, 7:23:59, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.0695, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.6399, loss: 2.7095, grad_norm: 7.3520 2021-07-06 17:40:30,185 - mmaction - INFO - Epoch [80][1900/3757] lr: 1.000e-03, eta: 3 days, 7:23:37, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0231, top1_acc: 0.6297, top5_acc: 0.8242, loss_cls: 1.5224, loss: 2.5455, grad_norm: 7.2268 2021-07-06 17:40:51,414 - mmaction - INFO - Epoch [80][1920/3757] lr: 1.000e-03, eta: 3 days, 7:23:15, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0785, top1_acc: 0.6039, top5_acc: 0.8211, loss_cls: 1.6575, loss: 2.7360, grad_norm: 7.3454 2021-07-06 17:41:13,303 - mmaction - INFO - Epoch [80][1940/3757] lr: 1.000e-03, eta: 3 days, 7:22:54, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.0756, top1_acc: 0.6062, top5_acc: 0.8219, loss_cls: 1.6883, loss: 2.7639, grad_norm: 7.4741 2021-07-06 17:41:34,267 - mmaction - INFO - Epoch [80][1960/3757] lr: 1.000e-03, eta: 3 days, 7:22:32, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.1021, top1_acc: 0.5836, top5_acc: 0.8141, loss_cls: 1.6930, loss: 2.7950, grad_norm: 7.6735 2021-07-06 17:41:55,596 - mmaction - INFO - Epoch [80][1980/3757] lr: 1.000e-03, eta: 3 days, 7:22:10, time: 1.069, data_time: 0.006, memory: 6921, loss_aux: 1.0722, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6527, loss: 2.7249, grad_norm: 7.4539 2021-07-06 17:42:17,930 - mmaction - INFO - Epoch [80][2000/3757] lr: 1.000e-03, eta: 3 days, 7:21:49, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 1.1220, top1_acc: 0.5945, top5_acc: 0.7945, loss_cls: 1.7626, loss: 2.8847, grad_norm: 7.6494 2021-07-06 17:42:38,817 - mmaction - INFO - Epoch [80][2020/3757] lr: 1.000e-03, eta: 3 days, 7:21:27, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.1708, top1_acc: 0.5875, top5_acc: 0.7828, loss_cls: 1.8254, loss: 2.9962, grad_norm: 7.8277 2021-07-06 17:43:00,131 - mmaction - INFO - Epoch [80][2040/3757] lr: 1.000e-03, eta: 3 days, 7:21:05, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.1017, top1_acc: 0.6062, top5_acc: 0.8008, loss_cls: 1.6998, loss: 2.8015, grad_norm: 7.6108 2021-07-06 17:43:21,198 - mmaction - INFO - Epoch [80][2060/3757] lr: 1.000e-03, eta: 3 days, 7:20:43, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.1246, top1_acc: 0.6039, top5_acc: 0.7867, loss_cls: 1.7129, loss: 2.8375, grad_norm: 7.4952 2021-07-06 17:43:42,394 - mmaction - INFO - Epoch [80][2080/3757] lr: 1.000e-03, eta: 3 days, 7:20:21, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0895, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6633, loss: 2.7529, grad_norm: 7.3327 2021-07-06 17:44:03,559 - mmaction - INFO - Epoch [80][2100/3757] lr: 1.000e-03, eta: 3 days, 7:19:59, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0886, top1_acc: 0.6016, top5_acc: 0.7992, loss_cls: 1.7195, loss: 2.8080, grad_norm: 7.7737 2021-07-06 17:44:24,833 - mmaction - INFO - Epoch [80][2120/3757] lr: 1.000e-03, eta: 3 days, 7:19:37, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0248, top1_acc: 0.6266, top5_acc: 0.8172, loss_cls: 1.6109, loss: 2.6357, grad_norm: 7.2599 2021-07-06 17:44:46,120 - mmaction - INFO - Epoch [80][2140/3757] lr: 1.000e-03, eta: 3 days, 7:19:15, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.1353, top1_acc: 0.6156, top5_acc: 0.8008, loss_cls: 1.7000, loss: 2.8353, grad_norm: 7.2574 2021-07-06 17:45:08,842 - mmaction - INFO - Epoch [80][2160/3757] lr: 1.000e-03, eta: 3 days, 7:18:55, time: 1.136, data_time: 0.082, memory: 6921, loss_aux: 1.1144, top1_acc: 0.5898, top5_acc: 0.7945, loss_cls: 1.7747, loss: 2.8891, grad_norm: 7.4856 2021-07-06 17:45:29,634 - mmaction - INFO - Epoch [80][2180/3757] lr: 1.000e-03, eta: 3 days, 7:18:32, time: 1.039, data_time: 0.003, memory: 6921, loss_aux: 1.0818, top1_acc: 0.5914, top5_acc: 0.8117, loss_cls: 1.6981, loss: 2.7798, grad_norm: 7.6175 2021-07-06 17:45:51,783 - mmaction - INFO - Epoch [80][2200/3757] lr: 1.000e-03, eta: 3 days, 7:18:11, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.0555, top1_acc: 0.6359, top5_acc: 0.8195, loss_cls: 1.6013, loss: 2.6567, grad_norm: 7.5266 2021-07-06 17:46:13,005 - mmaction - INFO - Epoch [80][2220/3757] lr: 1.000e-03, eta: 3 days, 7:17:49, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0869, top1_acc: 0.5906, top5_acc: 0.8133, loss_cls: 1.6679, loss: 2.7549, grad_norm: 7.5091 2021-07-06 17:46:34,097 - mmaction - INFO - Epoch [80][2240/3757] lr: 1.000e-03, eta: 3 days, 7:17:27, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.1103, top1_acc: 0.5961, top5_acc: 0.7891, loss_cls: 1.7076, loss: 2.8179, grad_norm: 7.5553 2021-07-06 17:46:56,254 - mmaction - INFO - Epoch [80][2260/3757] lr: 1.000e-03, eta: 3 days, 7:17:06, time: 1.108, data_time: 0.059, memory: 6921, loss_aux: 1.0657, top1_acc: 0.6258, top5_acc: 0.8094, loss_cls: 1.6243, loss: 2.6900, grad_norm: 7.4582 2021-07-06 17:47:17,455 - mmaction - INFO - Epoch [80][2280/3757] lr: 1.000e-03, eta: 3 days, 7:16:44, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0993, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.6199, loss: 2.7192, grad_norm: 7.4638 2021-07-06 17:47:38,745 - mmaction - INFO - Epoch [80][2300/3757] lr: 1.000e-03, eta: 3 days, 7:16:22, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0614, top1_acc: 0.6211, top5_acc: 0.8078, loss_cls: 1.6423, loss: 2.7037, grad_norm: 7.2747 2021-07-06 17:47:59,825 - mmaction - INFO - Epoch [80][2320/3757] lr: 1.000e-03, eta: 3 days, 7:16:00, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0718, top1_acc: 0.6211, top5_acc: 0.8203, loss_cls: 1.6094, loss: 2.6812, grad_norm: 7.2065 2021-07-06 17:48:21,981 - mmaction - INFO - Epoch [80][2340/3757] lr: 1.000e-03, eta: 3 days, 7:15:39, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.1077, top1_acc: 0.5938, top5_acc: 0.7984, loss_cls: 1.7341, loss: 2.8418, grad_norm: 7.6425 2021-07-06 17:48:43,532 - mmaction - INFO - Epoch [80][2360/3757] lr: 1.000e-03, eta: 3 days, 7:15:18, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0821, top1_acc: 0.6039, top5_acc: 0.8117, loss_cls: 1.6673, loss: 2.7493, grad_norm: 7.3625 2021-07-06 17:49:04,589 - mmaction - INFO - Epoch [80][2380/3757] lr: 1.000e-03, eta: 3 days, 7:14:56, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0996, top1_acc: 0.6031, top5_acc: 0.7984, loss_cls: 1.7258, loss: 2.8254, grad_norm: 7.6301 2021-07-06 17:49:25,775 - mmaction - INFO - Epoch [80][2400/3757] lr: 1.000e-03, eta: 3 days, 7:14:34, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0881, top1_acc: 0.6031, top5_acc: 0.8242, loss_cls: 1.6604, loss: 2.7486, grad_norm: 7.4442 2021-07-06 17:49:47,291 - mmaction - INFO - Epoch [80][2420/3757] lr: 1.000e-03, eta: 3 days, 7:14:12, time: 1.076, data_time: 0.016, memory: 6921, loss_aux: 1.1049, top1_acc: 0.5891, top5_acc: 0.7906, loss_cls: 1.7824, loss: 2.8872, grad_norm: 7.6562 2021-07-06 17:50:08,587 - mmaction - INFO - Epoch [80][2440/3757] lr: 1.000e-03, eta: 3 days, 7:13:50, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.1027, top1_acc: 0.5953, top5_acc: 0.8156, loss_cls: 1.6740, loss: 2.7767, grad_norm: 7.6286 2021-07-06 17:50:29,647 - mmaction - INFO - Epoch [80][2460/3757] lr: 1.000e-03, eta: 3 days, 7:13:28, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0690, top1_acc: 0.6062, top5_acc: 0.8109, loss_cls: 1.6911, loss: 2.7601, grad_norm: 7.6889 2021-07-06 17:50:51,497 - mmaction - INFO - Epoch [80][2480/3757] lr: 1.000e-03, eta: 3 days, 7:13:07, time: 1.091, data_time: 0.047, memory: 6921, loss_aux: 1.0823, top1_acc: 0.5930, top5_acc: 0.8063, loss_cls: 1.6616, loss: 2.7439, grad_norm: 7.5335 2021-07-06 17:51:13,462 - mmaction - INFO - Epoch [80][2500/3757] lr: 1.000e-03, eta: 3 days, 7:12:46, time: 1.098, data_time: 0.014, memory: 6921, loss_aux: 1.0556, top1_acc: 0.6320, top5_acc: 0.8242, loss_cls: 1.5965, loss: 2.6522, grad_norm: 7.5981 2021-07-06 17:51:35,173 - mmaction - INFO - Epoch [80][2520/3757] lr: 1.000e-03, eta: 3 days, 7:12:24, time: 1.087, data_time: 0.023, memory: 6921, loss_aux: 1.1119, top1_acc: 0.6094, top5_acc: 0.8070, loss_cls: 1.6742, loss: 2.7861, grad_norm: 7.4453 2021-07-06 17:51:56,741 - mmaction - INFO - Epoch [80][2540/3757] lr: 1.000e-03, eta: 3 days, 7:12:03, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0708, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.6141, loss: 2.6848, grad_norm: 7.6189 2021-07-06 17:52:19,130 - mmaction - INFO - Epoch [80][2560/3757] lr: 1.000e-03, eta: 3 days, 7:11:42, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.0731, top1_acc: 0.5977, top5_acc: 0.8078, loss_cls: 1.6702, loss: 2.7434, grad_norm: 7.5561 2021-07-06 17:52:40,205 - mmaction - INFO - Epoch [80][2580/3757] lr: 1.000e-03, eta: 3 days, 7:11:20, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0630, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.6610, loss: 2.7240, grad_norm: 7.3922 2021-07-06 17:53:01,486 - mmaction - INFO - Epoch [80][2600/3757] lr: 1.000e-03, eta: 3 days, 7:10:58, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0709, top1_acc: 0.6141, top5_acc: 0.8117, loss_cls: 1.6427, loss: 2.7136, grad_norm: 7.3340 2021-07-06 17:53:22,669 - mmaction - INFO - Epoch [80][2620/3757] lr: 1.000e-03, eta: 3 days, 7:10:36, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0938, top1_acc: 0.6086, top5_acc: 0.8047, loss_cls: 1.6746, loss: 2.7683, grad_norm: 7.4999 2021-07-06 17:53:43,948 - mmaction - INFO - Epoch [80][2640/3757] lr: 1.000e-03, eta: 3 days, 7:10:14, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.1089, top1_acc: 0.5945, top5_acc: 0.7914, loss_cls: 1.7441, loss: 2.8530, grad_norm: 7.6209 2021-07-06 17:54:05,610 - mmaction - INFO - Epoch [80][2660/3757] lr: 1.000e-03, eta: 3 days, 7:09:52, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.0868, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6197, loss: 2.7064, grad_norm: 7.3612 2021-07-06 17:54:27,236 - mmaction - INFO - Epoch [80][2680/3757] lr: 1.000e-03, eta: 3 days, 7:09:31, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.0949, top1_acc: 0.6234, top5_acc: 0.8055, loss_cls: 1.6698, loss: 2.7648, grad_norm: 7.2187 2021-07-06 17:54:48,306 - mmaction - INFO - Epoch [80][2700/3757] lr: 1.000e-03, eta: 3 days, 7:09:09, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0923, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.6468, loss: 2.7392, grad_norm: 7.5234 2021-07-06 17:55:09,630 - mmaction - INFO - Epoch [80][2720/3757] lr: 1.000e-03, eta: 3 days, 7:08:47, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0644, top1_acc: 0.6102, top5_acc: 0.8063, loss_cls: 1.6538, loss: 2.7182, grad_norm: 7.4691 2021-07-06 17:55:30,860 - mmaction - INFO - Epoch [80][2740/3757] lr: 1.000e-03, eta: 3 days, 7:08:25, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0647, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.6707, loss: 2.7354, grad_norm: 7.5631 2021-07-06 17:55:53,401 - mmaction - INFO - Epoch [80][2760/3757] lr: 1.000e-03, eta: 3 days, 7:08:04, time: 1.125, data_time: 0.002, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.5940, loss: 2.6218, grad_norm: 7.3959 2021-07-06 17:56:14,978 - mmaction - INFO - Epoch [80][2780/3757] lr: 1.000e-03, eta: 3 days, 7:07:43, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.1061, top1_acc: 0.5992, top5_acc: 0.7937, loss_cls: 1.7369, loss: 2.8430, grad_norm: 7.5879 2021-07-06 17:56:35,886 - mmaction - INFO - Epoch [80][2800/3757] lr: 1.000e-03, eta: 3 days, 7:07:21, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0218, top1_acc: 0.6352, top5_acc: 0.8148, loss_cls: 1.5709, loss: 2.5927, grad_norm: 7.2398 2021-07-06 17:56:57,208 - mmaction - INFO - Epoch [80][2820/3757] lr: 1.000e-03, eta: 3 days, 7:06:59, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0718, top1_acc: 0.6141, top5_acc: 0.8117, loss_cls: 1.6529, loss: 2.7248, grad_norm: 7.3481 2021-07-06 17:57:18,730 - mmaction - INFO - Epoch [80][2840/3757] lr: 1.000e-03, eta: 3 days, 7:06:37, time: 1.077, data_time: 0.012, memory: 6921, loss_aux: 1.0926, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6820, loss: 2.7746, grad_norm: 7.6036 2021-07-06 17:57:39,942 - mmaction - INFO - Epoch [80][2860/3757] lr: 1.000e-03, eta: 3 days, 7:06:15, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0890, top1_acc: 0.6031, top5_acc: 0.8078, loss_cls: 1.6853, loss: 2.7743, grad_norm: 7.5577 2021-07-06 17:58:01,295 - mmaction - INFO - Epoch [80][2880/3757] lr: 1.000e-03, eta: 3 days, 7:05:54, time: 1.068, data_time: 0.020, memory: 6921, loss_aux: 1.0853, top1_acc: 0.6172, top5_acc: 0.8078, loss_cls: 1.6371, loss: 2.7224, grad_norm: 7.6144 2021-07-06 17:58:23,028 - mmaction - INFO - Epoch [80][2900/3757] lr: 1.000e-03, eta: 3 days, 7:05:32, time: 1.087, data_time: 0.034, memory: 6921, loss_aux: 1.1059, top1_acc: 0.5984, top5_acc: 0.8070, loss_cls: 1.7089, loss: 2.8149, grad_norm: 7.7295 2021-07-06 17:58:44,835 - mmaction - INFO - Epoch [80][2920/3757] lr: 1.000e-03, eta: 3 days, 7:05:11, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6148, top5_acc: 0.8164, loss_cls: 1.5987, loss: 2.6584, grad_norm: 7.5123 2021-07-06 17:59:06,035 - mmaction - INFO - Epoch [80][2940/3757] lr: 1.000e-03, eta: 3 days, 7:04:49, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0645, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.6194, loss: 2.6839, grad_norm: 7.2882 2021-07-06 17:59:27,426 - mmaction - INFO - Epoch [80][2960/3757] lr: 1.000e-03, eta: 3 days, 7:04:27, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0368, top1_acc: 0.6172, top5_acc: 0.8313, loss_cls: 1.5438, loss: 2.5806, grad_norm: 7.3265 2021-07-06 17:59:48,948 - mmaction - INFO - Epoch [80][2980/3757] lr: 1.000e-03, eta: 3 days, 7:04:05, time: 1.076, data_time: 0.017, memory: 6921, loss_aux: 1.1473, top1_acc: 0.5828, top5_acc: 0.7930, loss_cls: 1.7756, loss: 2.9229, grad_norm: 7.7153 2021-07-06 18:00:10,149 - mmaction - INFO - Epoch [80][3000/3757] lr: 1.000e-03, eta: 3 days, 7:03:44, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0979, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7394, loss: 2.8373, grad_norm: 7.3917 2021-07-06 18:00:31,736 - mmaction - INFO - Epoch [80][3020/3757] lr: 1.000e-03, eta: 3 days, 7:03:22, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.0405, top1_acc: 0.6438, top5_acc: 0.8336, loss_cls: 1.5215, loss: 2.5620, grad_norm: 7.2352 2021-07-06 18:00:53,141 - mmaction - INFO - Epoch [80][3040/3757] lr: 1.000e-03, eta: 3 days, 7:03:00, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0706, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6670, loss: 2.7376, grad_norm: 7.5204 2021-07-06 18:01:14,889 - mmaction - INFO - Epoch [80][3060/3757] lr: 1.000e-03, eta: 3 days, 7:02:39, time: 1.088, data_time: 0.038, memory: 6921, loss_aux: 1.0760, top1_acc: 0.6312, top5_acc: 0.8055, loss_cls: 1.6586, loss: 2.7346, grad_norm: 7.4580 2021-07-06 18:01:36,416 - mmaction - INFO - Epoch [80][3080/3757] lr: 1.000e-03, eta: 3 days, 7:02:17, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.0940, top1_acc: 0.6125, top5_acc: 0.8078, loss_cls: 1.6991, loss: 2.7931, grad_norm: 7.5922 2021-07-06 18:01:57,992 - mmaction - INFO - Epoch [80][3100/3757] lr: 1.000e-03, eta: 3 days, 7:01:56, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.0499, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6143, loss: 2.6643, grad_norm: 7.6917 2021-07-06 18:02:19,311 - mmaction - INFO - Epoch [80][3120/3757] lr: 1.000e-03, eta: 3 days, 7:01:34, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0584, top1_acc: 0.6242, top5_acc: 0.8187, loss_cls: 1.5968, loss: 2.6551, grad_norm: 7.5898 2021-07-06 18:02:40,831 - mmaction - INFO - Epoch [80][3140/3757] lr: 1.000e-03, eta: 3 days, 7:01:12, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0569, top1_acc: 0.6070, top5_acc: 0.8211, loss_cls: 1.6308, loss: 2.6877, grad_norm: 7.4506 2021-07-06 18:03:02,389 - mmaction - INFO - Epoch [80][3160/3757] lr: 1.000e-03, eta: 3 days, 7:00:50, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0888, top1_acc: 0.5992, top5_acc: 0.7906, loss_cls: 1.7140, loss: 2.8027, grad_norm: 7.6525 2021-07-06 18:03:23,740 - mmaction - INFO - Epoch [80][3180/3757] lr: 1.000e-03, eta: 3 days, 7:00:29, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.1250, top1_acc: 0.5906, top5_acc: 0.7898, loss_cls: 1.7918, loss: 2.9168, grad_norm: 8.0558 2021-07-06 18:03:45,569 - mmaction - INFO - Epoch [80][3200/3757] lr: 1.000e-03, eta: 3 days, 7:00:07, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.0705, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6414, loss: 2.7119, grad_norm: 7.4518 2021-07-06 18:04:06,752 - mmaction - INFO - Epoch [80][3220/3757] lr: 1.000e-03, eta: 3 days, 6:59:45, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0643, top1_acc: 0.6117, top5_acc: 0.8203, loss_cls: 1.6091, loss: 2.6734, grad_norm: 7.4784 2021-07-06 18:04:28,020 - mmaction - INFO - Epoch [80][3240/3757] lr: 1.000e-03, eta: 3 days, 6:59:24, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.1206, top1_acc: 0.6000, top5_acc: 0.8070, loss_cls: 1.7317, loss: 2.8523, grad_norm: 7.5549 2021-07-06 18:04:49,682 - mmaction - INFO - Epoch [80][3260/3757] lr: 1.000e-03, eta: 3 days, 6:59:02, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.0832, top1_acc: 0.5898, top5_acc: 0.8117, loss_cls: 1.7119, loss: 2.7951, grad_norm: 7.7924 2021-07-06 18:05:11,306 - mmaction - INFO - Epoch [80][3280/3757] lr: 1.000e-03, eta: 3 days, 6:58:40, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.0989, top1_acc: 0.6078, top5_acc: 0.7992, loss_cls: 1.7328, loss: 2.8316, grad_norm: 7.4999 2021-07-06 18:05:32,559 - mmaction - INFO - Epoch [80][3300/3757] lr: 1.000e-03, eta: 3 days, 6:58:19, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.1027, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6661, loss: 2.7688, grad_norm: 7.6869 2021-07-06 18:05:54,171 - mmaction - INFO - Epoch [80][3320/3757] lr: 1.000e-03, eta: 3 days, 6:57:57, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.0787, top1_acc: 0.6242, top5_acc: 0.7984, loss_cls: 1.7138, loss: 2.7926, grad_norm: 7.2969 2021-07-06 18:06:15,521 - mmaction - INFO - Epoch [80][3340/3757] lr: 1.000e-03, eta: 3 days, 6:57:35, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0806, top1_acc: 0.6117, top5_acc: 0.7977, loss_cls: 1.6792, loss: 2.7597, grad_norm: 7.7629 2021-07-06 18:06:37,362 - mmaction - INFO - Epoch [80][3360/3757] lr: 1.000e-03, eta: 3 days, 6:57:14, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.0600, top1_acc: 0.6172, top5_acc: 0.8133, loss_cls: 1.6266, loss: 2.6866, grad_norm: 7.4365 2021-07-06 18:06:58,630 - mmaction - INFO - Epoch [80][3380/3757] lr: 1.000e-03, eta: 3 days, 6:56:52, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0563, top1_acc: 0.6148, top5_acc: 0.8063, loss_cls: 1.6453, loss: 2.7016, grad_norm: 7.3677 2021-07-06 18:07:19,892 - mmaction - INFO - Epoch [80][3400/3757] lr: 1.000e-03, eta: 3 days, 6:56:30, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0852, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6399, loss: 2.7252, grad_norm: 7.5142 2021-07-06 18:07:41,236 - mmaction - INFO - Epoch [80][3420/3757] lr: 1.000e-03, eta: 3 days, 6:56:08, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0776, top1_acc: 0.6219, top5_acc: 0.8203, loss_cls: 1.6092, loss: 2.6868, grad_norm: 7.2945 2021-07-06 18:08:03,462 - mmaction - INFO - Epoch [80][3440/3757] lr: 1.000e-03, eta: 3 days, 6:55:47, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.0988, top1_acc: 0.6180, top5_acc: 0.8078, loss_cls: 1.6959, loss: 2.7946, grad_norm: 7.4099 2021-07-06 18:08:25,353 - mmaction - INFO - Epoch [80][3460/3757] lr: 1.000e-03, eta: 3 days, 6:55:26, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.0837, top1_acc: 0.6164, top5_acc: 0.7992, loss_cls: 1.6624, loss: 2.7461, grad_norm: 7.4536 2021-07-06 18:08:46,569 - mmaction - INFO - Epoch [80][3480/3757] lr: 1.000e-03, eta: 3 days, 6:55:04, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0906, top1_acc: 0.6070, top5_acc: 0.8148, loss_cls: 1.7042, loss: 2.7948, grad_norm: 7.6306 2021-07-06 18:09:07,871 - mmaction - INFO - Epoch [80][3500/3757] lr: 1.000e-03, eta: 3 days, 6:54:42, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0727, top1_acc: 0.5961, top5_acc: 0.8125, loss_cls: 1.6384, loss: 2.7111, grad_norm: 7.5306 2021-07-06 18:09:29,622 - mmaction - INFO - Epoch [80][3520/3757] lr: 1.000e-03, eta: 3 days, 6:54:21, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0485, top1_acc: 0.6172, top5_acc: 0.8156, loss_cls: 1.6067, loss: 2.6552, grad_norm: 7.4356 2021-07-06 18:09:50,848 - mmaction - INFO - Epoch [80][3540/3757] lr: 1.000e-03, eta: 3 days, 6:53:59, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0925, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.6845, loss: 2.7770, grad_norm: 7.4581 2021-07-06 18:10:12,031 - mmaction - INFO - Epoch [80][3560/3757] lr: 1.000e-03, eta: 3 days, 6:53:37, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0776, top1_acc: 0.6195, top5_acc: 0.8141, loss_cls: 1.6536, loss: 2.7312, grad_norm: 7.6636 2021-07-06 18:10:33,138 - mmaction - INFO - Epoch [80][3580/3757] lr: 1.000e-03, eta: 3 days, 6:53:15, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0766, top1_acc: 0.6133, top5_acc: 0.8227, loss_cls: 1.6408, loss: 2.7175, grad_norm: 7.7223 2021-07-06 18:10:54,623 - mmaction - INFO - Epoch [80][3600/3757] lr: 1.000e-03, eta: 3 days, 6:52:53, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0542, top1_acc: 0.6242, top5_acc: 0.8242, loss_cls: 1.5789, loss: 2.6331, grad_norm: 7.5966 2021-07-06 18:11:16,446 - mmaction - INFO - Epoch [80][3620/3757] lr: 1.000e-03, eta: 3 days, 6:52:32, time: 1.089, data_time: 0.025, memory: 6921, loss_aux: 1.0737, top1_acc: 0.6195, top5_acc: 0.8219, loss_cls: 1.6337, loss: 2.7074, grad_norm: 7.7061 2021-07-06 18:11:37,703 - mmaction - INFO - Epoch [80][3640/3757] lr: 1.000e-03, eta: 3 days, 6:52:10, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0658, top1_acc: 0.6211, top5_acc: 0.8133, loss_cls: 1.6277, loss: 2.6935, grad_norm: 7.4438 2021-07-06 18:11:59,555 - mmaction - INFO - Epoch [80][3660/3757] lr: 1.000e-03, eta: 3 days, 6:51:49, time: 1.091, data_time: 0.047, memory: 6921, loss_aux: 1.0971, top1_acc: 0.6141, top5_acc: 0.8078, loss_cls: 1.6593, loss: 2.7564, grad_norm: 7.5150 2021-07-06 18:12:20,948 - mmaction - INFO - Epoch [80][3680/3757] lr: 1.000e-03, eta: 3 days, 6:51:27, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0916, top1_acc: 0.5977, top5_acc: 0.7961, loss_cls: 1.7445, loss: 2.8361, grad_norm: 7.7069 2021-07-06 18:12:42,171 - mmaction - INFO - Epoch [80][3700/3757] lr: 1.000e-03, eta: 3 days, 6:51:05, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0489, top1_acc: 0.6430, top5_acc: 0.8203, loss_cls: 1.5515, loss: 2.6004, grad_norm: 7.3042 2021-07-06 18:13:03,407 - mmaction - INFO - Epoch [80][3720/3757] lr: 1.000e-03, eta: 3 days, 6:50:43, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.1152, top1_acc: 0.6117, top5_acc: 0.7977, loss_cls: 1.6977, loss: 2.8129, grad_norm: 7.7330 2021-07-06 18:13:24,972 - mmaction - INFO - Epoch [80][3740/3757] lr: 1.000e-03, eta: 3 days, 6:50:22, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.0763, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.6963, loss: 2.7727, grad_norm: 7.4769 2021-07-06 18:13:44,110 - mmaction - INFO - Saving checkpoint at 80 epochs 2021-07-06 18:18:35,387 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-06 18:18:36,211 - mmaction - INFO - top1_acc 0.6808 top5_acc 0.8732 2021-07-06 18:18:36,211 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-06 18:18:36,242 - mmaction - INFO - mean_acc 0.6807 2021-07-06 18:18:36,250 - mmaction - INFO - Epoch(val) [80][310] top1_acc: 0.6808, top5_acc: 0.8732, mean_class_accuracy: 0.6807 2021-07-06 18:19:37,220 - mmaction - INFO - Epoch [81][20/3757] lr: 1.000e-03, eta: 3 days, 6:50:00, time: 3.046, data_time: 2.013, memory: 6921, loss_aux: 1.0561, top1_acc: 0.6367, top5_acc: 0.8172, loss_cls: 1.5682, loss: 2.6243, grad_norm: 7.2300 2021-07-06 18:19:58,602 - mmaction - INFO - Epoch [81][40/3757] lr: 1.000e-03, eta: 3 days, 6:49:38, time: 1.071, data_time: 0.045, memory: 6921, loss_aux: 1.0561, top1_acc: 0.6188, top5_acc: 0.8094, loss_cls: 1.6481, loss: 2.7042, grad_norm: 7.4924 2021-07-06 18:20:20,254 - mmaction - INFO - Epoch [81][60/3757] lr: 1.000e-03, eta: 3 days, 6:49:17, time: 1.082, data_time: 0.060, memory: 6921, loss_aux: 1.0760, top1_acc: 0.6031, top5_acc: 0.8203, loss_cls: 1.6526, loss: 2.7285, grad_norm: 7.4615 2021-07-06 18:20:40,917 - mmaction - INFO - Epoch [81][80/3757] lr: 1.000e-03, eta: 3 days, 6:48:54, time: 1.032, data_time: 0.003, memory: 6921, loss_aux: 1.0451, top1_acc: 0.6195, top5_acc: 0.8195, loss_cls: 1.6049, loss: 2.6500, grad_norm: 7.6798 2021-07-06 18:21:02,976 - mmaction - INFO - Epoch [81][100/3757] lr: 1.000e-03, eta: 3 days, 6:48:33, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.0982, top1_acc: 0.6078, top5_acc: 0.8148, loss_cls: 1.6750, loss: 2.7732, grad_norm: 7.7279 2021-07-06 18:21:23,948 - mmaction - INFO - Epoch [81][120/3757] lr: 1.000e-03, eta: 3 days, 6:48:11, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0399, top1_acc: 0.6180, top5_acc: 0.8344, loss_cls: 1.5557, loss: 2.5956, grad_norm: 7.5234 2021-07-06 18:21:45,216 - mmaction - INFO - Epoch [81][140/3757] lr: 1.000e-03, eta: 3 days, 6:47:49, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0527, top1_acc: 0.6328, top5_acc: 0.8195, loss_cls: 1.6146, loss: 2.6673, grad_norm: 7.3784 2021-07-06 18:22:06,307 - mmaction - INFO - Epoch [81][160/3757] lr: 1.000e-03, eta: 3 days, 6:47:27, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0778, top1_acc: 0.6125, top5_acc: 0.8102, loss_cls: 1.6656, loss: 2.7434, grad_norm: 7.5310 2021-07-06 18:22:27,402 - mmaction - INFO - Epoch [81][180/3757] lr: 1.000e-03, eta: 3 days, 6:47:05, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0699, top1_acc: 0.6188, top5_acc: 0.8203, loss_cls: 1.6476, loss: 2.7175, grad_norm: 7.4834 2021-07-06 18:22:49,414 - mmaction - INFO - Epoch [81][200/3757] lr: 1.000e-03, eta: 3 days, 6:46:44, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.0568, top1_acc: 0.6312, top5_acc: 0.8227, loss_cls: 1.5909, loss: 2.6478, grad_norm: 7.3818 2021-07-06 18:23:10,960 - mmaction - INFO - Epoch [81][220/3757] lr: 1.000e-03, eta: 3 days, 6:46:22, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0651, top1_acc: 0.6273, top5_acc: 0.8063, loss_cls: 1.6498, loss: 2.7148, grad_norm: 7.5560 2021-07-06 18:23:32,723 - mmaction - INFO - Epoch [81][240/3757] lr: 1.000e-03, eta: 3 days, 6:46:01, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.1053, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7293, loss: 2.8346, grad_norm: 7.8483 2021-07-06 18:23:53,821 - mmaction - INFO - Epoch [81][260/3757] lr: 1.000e-03, eta: 3 days, 6:45:39, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0547, top1_acc: 0.6102, top5_acc: 0.8258, loss_cls: 1.6050, loss: 2.6597, grad_norm: 7.3922 2021-07-06 18:24:15,004 - mmaction - INFO - Epoch [81][280/3757] lr: 1.000e-03, eta: 3 days, 6:45:17, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.1247, top1_acc: 0.5938, top5_acc: 0.8180, loss_cls: 1.6960, loss: 2.8207, grad_norm: 7.7712 2021-07-06 18:24:36,403 - mmaction - INFO - Epoch [81][300/3757] lr: 1.000e-03, eta: 3 days, 6:44:55, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0940, top1_acc: 0.6125, top5_acc: 0.8055, loss_cls: 1.6852, loss: 2.7791, grad_norm: 7.4965 2021-07-06 18:24:57,690 - mmaction - INFO - Epoch [81][320/3757] lr: 1.000e-03, eta: 3 days, 6:44:33, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0947, top1_acc: 0.6000, top5_acc: 0.7977, loss_cls: 1.6987, loss: 2.7934, grad_norm: 7.4564 2021-07-06 18:25:18,692 - mmaction - INFO - Epoch [81][340/3757] lr: 1.000e-03, eta: 3 days, 6:44:11, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0957, top1_acc: 0.6070, top5_acc: 0.8117, loss_cls: 1.7069, loss: 2.8026, grad_norm: 7.4545 2021-07-06 18:25:39,927 - mmaction - INFO - Epoch [81][360/3757] lr: 1.000e-03, eta: 3 days, 6:43:49, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0580, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5866, loss: 2.6446, grad_norm: 7.1976 2021-07-06 18:26:01,010 - mmaction - INFO - Epoch [81][380/3757] lr: 1.000e-03, eta: 3 days, 6:43:27, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.1069, top1_acc: 0.6000, top5_acc: 0.8016, loss_cls: 1.6842, loss: 2.7911, grad_norm: 7.5867 2021-07-06 18:26:22,177 - mmaction - INFO - Epoch [81][400/3757] lr: 1.000e-03, eta: 3 days, 6:43:05, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0965, top1_acc: 0.6211, top5_acc: 0.8164, loss_cls: 1.6477, loss: 2.7442, grad_norm: 7.5758 2021-07-06 18:26:43,379 - mmaction - INFO - Epoch [81][420/3757] lr: 1.000e-03, eta: 3 days, 6:42:44, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0803, top1_acc: 0.6156, top5_acc: 0.8141, loss_cls: 1.6425, loss: 2.7228, grad_norm: 7.5615 2021-07-06 18:27:04,811 - mmaction - INFO - Epoch [81][440/3757] lr: 1.000e-03, eta: 3 days, 6:42:22, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0225, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5245, loss: 2.5470, grad_norm: 7.4022 2021-07-06 18:27:26,640 - mmaction - INFO - Epoch [81][460/3757] lr: 1.000e-03, eta: 3 days, 6:42:00, time: 1.091, data_time: 0.001, memory: 6921, loss_aux: 1.0629, top1_acc: 0.6055, top5_acc: 0.8039, loss_cls: 1.6767, loss: 2.7396, grad_norm: 7.6296 2021-07-06 18:27:47,826 - mmaction - INFO - Epoch [81][480/3757] lr: 1.000e-03, eta: 3 days, 6:41:39, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0608, top1_acc: 0.6000, top5_acc: 0.8125, loss_cls: 1.6438, loss: 2.7046, grad_norm: 7.4701 2021-07-06 18:28:09,879 - mmaction - INFO - Epoch [81][500/3757] lr: 1.000e-03, eta: 3 days, 6:41:17, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.0842, top1_acc: 0.5961, top5_acc: 0.8047, loss_cls: 1.6983, loss: 2.7825, grad_norm: 7.7074 2021-07-06 18:28:31,230 - mmaction - INFO - Epoch [81][520/3757] lr: 1.000e-03, eta: 3 days, 6:40:56, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0276, top1_acc: 0.6336, top5_acc: 0.8156, loss_cls: 1.5703, loss: 2.5978, grad_norm: 7.5152 2021-07-06 18:28:52,385 - mmaction - INFO - Epoch [81][540/3757] lr: 1.000e-03, eta: 3 days, 6:40:34, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0693, top1_acc: 0.6094, top5_acc: 0.8156, loss_cls: 1.6429, loss: 2.7122, grad_norm: 7.6729 2021-07-06 18:29:13,436 - mmaction - INFO - Epoch [81][560/3757] lr: 1.000e-03, eta: 3 days, 6:40:12, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0824, top1_acc: 0.6234, top5_acc: 0.8141, loss_cls: 1.6216, loss: 2.7041, grad_norm: 7.4738 2021-07-06 18:29:34,622 - mmaction - INFO - Epoch [81][580/3757] lr: 1.000e-03, eta: 3 days, 6:39:50, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0695, top1_acc: 0.6250, top5_acc: 0.8086, loss_cls: 1.6278, loss: 2.6973, grad_norm: 7.4290 2021-07-06 18:29:55,792 - mmaction - INFO - Epoch [81][600/3757] lr: 1.000e-03, eta: 3 days, 6:39:28, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0762, top1_acc: 0.6281, top5_acc: 0.8133, loss_cls: 1.5964, loss: 2.6726, grad_norm: 7.7634 2021-07-06 18:30:16,804 - mmaction - INFO - Epoch [81][620/3757] lr: 1.000e-03, eta: 3 days, 6:39:06, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.1037, top1_acc: 0.6000, top5_acc: 0.8039, loss_cls: 1.6816, loss: 2.7853, grad_norm: 7.6541 2021-07-06 18:30:38,031 - mmaction - INFO - Epoch [81][640/3757] lr: 1.000e-03, eta: 3 days, 6:38:44, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0367, top1_acc: 0.6297, top5_acc: 0.8180, loss_cls: 1.6024, loss: 2.6390, grad_norm: 7.5666 2021-07-06 18:30:59,648 - mmaction - INFO - Epoch [81][660/3757] lr: 1.000e-03, eta: 3 days, 6:38:22, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.1125, top1_acc: 0.6023, top5_acc: 0.8047, loss_cls: 1.6912, loss: 2.8037, grad_norm: 7.6437 2021-07-06 18:31:20,887 - mmaction - INFO - Epoch [81][680/3757] lr: 1.000e-03, eta: 3 days, 6:38:00, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0807, top1_acc: 0.6125, top5_acc: 0.8102, loss_cls: 1.6687, loss: 2.7494, grad_norm: 7.7955 2021-07-06 18:31:42,203 - mmaction - INFO - Epoch [81][700/3757] lr: 1.000e-03, eta: 3 days, 6:37:38, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0606, top1_acc: 0.6047, top5_acc: 0.8195, loss_cls: 1.6193, loss: 2.6799, grad_norm: 7.6207 2021-07-06 18:32:03,384 - mmaction - INFO - Epoch [81][720/3757] lr: 1.000e-03, eta: 3 days, 6:37:17, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0350, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.6036, loss: 2.6386, grad_norm: 7.4489 2021-07-06 18:32:24,857 - mmaction - INFO - Epoch [81][740/3757] lr: 1.000e-03, eta: 3 days, 6:36:55, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.0534, top1_acc: 0.6164, top5_acc: 0.8172, loss_cls: 1.6098, loss: 2.6632, grad_norm: 7.4995 2021-07-06 18:32:46,080 - mmaction - INFO - Epoch [81][760/3757] lr: 1.000e-03, eta: 3 days, 6:36:33, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6242, top5_acc: 0.8313, loss_cls: 1.5316, loss: 2.5807, grad_norm: 7.4230 2021-07-06 18:33:07,245 - mmaction - INFO - Epoch [81][780/3757] lr: 1.000e-03, eta: 3 days, 6:36:11, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0571, top1_acc: 0.6227, top5_acc: 0.8109, loss_cls: 1.6536, loss: 2.7107, grad_norm: 7.4996 2021-07-06 18:33:28,479 - mmaction - INFO - Epoch [81][800/3757] lr: 1.000e-03, eta: 3 days, 6:35:49, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6234, top5_acc: 0.8203, loss_cls: 1.5802, loss: 2.6293, grad_norm: 7.5967 2021-07-06 18:33:49,609 - mmaction - INFO - Epoch [81][820/3757] lr: 1.000e-03, eta: 3 days, 6:35:27, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 1.0906, top1_acc: 0.6203, top5_acc: 0.8109, loss_cls: 1.6488, loss: 2.7393, grad_norm: 7.5764 2021-07-06 18:34:11,225 - mmaction - INFO - Epoch [81][840/3757] lr: 1.000e-03, eta: 3 days, 6:35:06, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.0184, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5186, loss: 2.5370, grad_norm: 7.2719 2021-07-06 18:34:32,301 - mmaction - INFO - Epoch [81][860/3757] lr: 1.000e-03, eta: 3 days, 6:34:44, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.1020, top1_acc: 0.5922, top5_acc: 0.7961, loss_cls: 1.7362, loss: 2.8383, grad_norm: 7.7066 2021-07-06 18:34:53,679 - mmaction - INFO - Epoch [81][880/3757] lr: 1.000e-03, eta: 3 days, 6:34:22, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0859, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.7009, loss: 2.7868, grad_norm: 7.7317 2021-07-06 18:35:14,770 - mmaction - INFO - Epoch [81][900/3757] lr: 1.000e-03, eta: 3 days, 6:34:00, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.1435, top1_acc: 0.5891, top5_acc: 0.7750, loss_cls: 1.7658, loss: 2.9092, grad_norm: 7.7029 2021-07-06 18:35:35,948 - mmaction - INFO - Epoch [81][920/3757] lr: 1.000e-03, eta: 3 days, 6:33:38, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0677, top1_acc: 0.6102, top5_acc: 0.8180, loss_cls: 1.5924, loss: 2.6601, grad_norm: 7.6010 2021-07-06 18:35:57,218 - mmaction - INFO - Epoch [81][940/3757] lr: 1.000e-03, eta: 3 days, 6:33:16, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0894, top1_acc: 0.6016, top5_acc: 0.8063, loss_cls: 1.6974, loss: 2.7868, grad_norm: 7.7441 2021-07-06 18:36:18,417 - mmaction - INFO - Epoch [81][960/3757] lr: 1.000e-03, eta: 3 days, 6:32:54, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0712, top1_acc: 0.6125, top5_acc: 0.8023, loss_cls: 1.6716, loss: 2.7428, grad_norm: 7.5224 2021-07-06 18:36:39,485 - mmaction - INFO - Epoch [81][980/3757] lr: 1.000e-03, eta: 3 days, 6:32:32, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0345, top1_acc: 0.6500, top5_acc: 0.8305, loss_cls: 1.5522, loss: 2.5867, grad_norm: 7.3387 2021-07-06 18:37:00,986 - mmaction - INFO - Epoch [81][1000/3757] lr: 1.000e-03, eta: 3 days, 6:32:10, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0875, top1_acc: 0.6164, top5_acc: 0.8211, loss_cls: 1.6446, loss: 2.7320, grad_norm: 7.4864 2021-07-06 18:37:22,623 - mmaction - INFO - Epoch [81][1020/3757] lr: 1.000e-03, eta: 3 days, 6:31:49, time: 1.085, data_time: 0.006, memory: 6921, loss_aux: 1.0497, top1_acc: 0.6375, top5_acc: 0.8266, loss_cls: 1.5873, loss: 2.6370, grad_norm: 7.4221 2021-07-06 18:37:43,577 - mmaction - INFO - Epoch [81][1040/3757] lr: 1.000e-03, eta: 3 days, 6:31:27, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.0931, top1_acc: 0.6164, top5_acc: 0.8031, loss_cls: 1.6883, loss: 2.7814, grad_norm: 7.6260 2021-07-06 18:38:04,559 - mmaction - INFO - Epoch [81][1060/3757] lr: 1.000e-03, eta: 3 days, 6:31:05, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.1057, top1_acc: 0.6172, top5_acc: 0.8141, loss_cls: 1.6975, loss: 2.8031, grad_norm: 7.6970 2021-07-06 18:38:25,815 - mmaction - INFO - Epoch [81][1080/3757] lr: 1.000e-03, eta: 3 days, 6:30:43, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0415, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.5799, loss: 2.6214, grad_norm: 7.3082 2021-07-06 18:38:46,931 - mmaction - INFO - Epoch [81][1100/3757] lr: 1.000e-03, eta: 3 days, 6:30:21, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0467, top1_acc: 0.6258, top5_acc: 0.8148, loss_cls: 1.5932, loss: 2.6399, grad_norm: 7.2928 2021-07-06 18:39:08,067 - mmaction - INFO - Epoch [81][1120/3757] lr: 1.000e-03, eta: 3 days, 6:29:59, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1007, top1_acc: 0.6055, top5_acc: 0.8047, loss_cls: 1.7166, loss: 2.8172, grad_norm: 7.7704 2021-07-06 18:39:29,684 - mmaction - INFO - Epoch [81][1140/3757] lr: 1.000e-03, eta: 3 days, 6:29:37, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.1203, top1_acc: 0.5930, top5_acc: 0.8000, loss_cls: 1.7295, loss: 2.8498, grad_norm: 7.6305 2021-07-06 18:39:50,816 - mmaction - INFO - Epoch [81][1160/3757] lr: 1.000e-03, eta: 3 days, 6:29:15, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0394, top1_acc: 0.6305, top5_acc: 0.8203, loss_cls: 1.5863, loss: 2.6257, grad_norm: 7.3578 2021-07-06 18:40:11,987 - mmaction - INFO - Epoch [81][1180/3757] lr: 1.000e-03, eta: 3 days, 6:28:53, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0924, top1_acc: 0.5961, top5_acc: 0.8195, loss_cls: 1.6654, loss: 2.7578, grad_norm: 7.6517 2021-07-06 18:40:33,037 - mmaction - INFO - Epoch [81][1200/3757] lr: 1.000e-03, eta: 3 days, 6:28:31, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0667, top1_acc: 0.6086, top5_acc: 0.8109, loss_cls: 1.6392, loss: 2.7059, grad_norm: 7.6704 2021-07-06 18:40:55,728 - mmaction - INFO - Epoch [81][1220/3757] lr: 1.000e-03, eta: 3 days, 6:28:11, time: 1.135, data_time: 0.002, memory: 6921, loss_aux: 1.0486, top1_acc: 0.6188, top5_acc: 0.8305, loss_cls: 1.5608, loss: 2.6094, grad_norm: 7.4524 2021-07-06 18:41:16,691 - mmaction - INFO - Epoch [81][1240/3757] lr: 1.000e-03, eta: 3 days, 6:27:49, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.1060, top1_acc: 0.6195, top5_acc: 0.8000, loss_cls: 1.6947, loss: 2.8007, grad_norm: 7.4415 2021-07-06 18:41:37,737 - mmaction - INFO - Epoch [81][1260/3757] lr: 1.000e-03, eta: 3 days, 6:27:26, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0998, top1_acc: 0.6023, top5_acc: 0.8000, loss_cls: 1.7058, loss: 2.8055, grad_norm: 7.5804 2021-07-06 18:41:58,815 - mmaction - INFO - Epoch [81][1280/3757] lr: 1.000e-03, eta: 3 days, 6:27:04, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0934, top1_acc: 0.6164, top5_acc: 0.8187, loss_cls: 1.6248, loss: 2.7182, grad_norm: 7.4337 2021-07-06 18:42:19,943 - mmaction - INFO - Epoch [81][1300/3757] lr: 1.000e-03, eta: 3 days, 6:26:43, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0564, top1_acc: 0.6133, top5_acc: 0.8352, loss_cls: 1.5699, loss: 2.6263, grad_norm: 7.6715 2021-07-06 18:42:41,268 - mmaction - INFO - Epoch [81][1320/3757] lr: 1.000e-03, eta: 3 days, 6:26:21, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.5294, loss: 2.5239, grad_norm: 7.5265 2021-07-06 18:43:02,443 - mmaction - INFO - Epoch [81][1340/3757] lr: 1.000e-03, eta: 3 days, 6:25:59, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0823, top1_acc: 0.6039, top5_acc: 0.7984, loss_cls: 1.7157, loss: 2.7980, grad_norm: 7.6802 2021-07-06 18:43:23,524 - mmaction - INFO - Epoch [81][1360/3757] lr: 1.000e-03, eta: 3 days, 6:25:37, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0719, top1_acc: 0.6148, top5_acc: 0.8164, loss_cls: 1.6531, loss: 2.7249, grad_norm: 7.5091 2021-07-06 18:43:44,654 - mmaction - INFO - Epoch [81][1380/3757] lr: 1.000e-03, eta: 3 days, 6:25:15, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0181, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5645, loss: 2.5826, grad_norm: 7.5149 2021-07-06 18:44:06,132 - mmaction - INFO - Epoch [81][1400/3757] lr: 1.000e-03, eta: 3 days, 6:24:53, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0562, top1_acc: 0.6203, top5_acc: 0.8094, loss_cls: 1.6083, loss: 2.6645, grad_norm: 7.5527 2021-07-06 18:44:27,502 - mmaction - INFO - Epoch [81][1420/3757] lr: 1.000e-03, eta: 3 days, 6:24:31, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0774, top1_acc: 0.6078, top5_acc: 0.8187, loss_cls: 1.6094, loss: 2.6868, grad_norm: 7.5721 2021-07-06 18:44:48,599 - mmaction - INFO - Epoch [81][1440/3757] lr: 1.000e-03, eta: 3 days, 6:24:09, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.0586, top1_acc: 0.6391, top5_acc: 0.8172, loss_cls: 1.5640, loss: 2.6226, grad_norm: 7.6248 2021-07-06 18:45:09,802 - mmaction - INFO - Epoch [81][1460/3757] lr: 1.000e-03, eta: 3 days, 6:23:47, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0573, top1_acc: 0.6227, top5_acc: 0.8266, loss_cls: 1.6063, loss: 2.6636, grad_norm: 7.4939 2021-07-06 18:45:31,407 - mmaction - INFO - Epoch [81][1480/3757] lr: 1.000e-03, eta: 3 days, 6:23:26, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.1110, top1_acc: 0.6086, top5_acc: 0.8070, loss_cls: 1.6893, loss: 2.8003, grad_norm: 7.6362 2021-07-06 18:45:52,683 - mmaction - INFO - Epoch [81][1500/3757] lr: 1.000e-03, eta: 3 days, 6:23:04, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.1452, top1_acc: 0.5898, top5_acc: 0.7930, loss_cls: 1.7886, loss: 2.9339, grad_norm: 7.8693 2021-07-06 18:46:13,719 - mmaction - INFO - Epoch [81][1520/3757] lr: 1.000e-03, eta: 3 days, 6:22:42, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0840, top1_acc: 0.6148, top5_acc: 0.8078, loss_cls: 1.6939, loss: 2.7779, grad_norm: 7.5559 2021-07-06 18:46:35,033 - mmaction - INFO - Epoch [81][1540/3757] lr: 1.000e-03, eta: 3 days, 6:22:20, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0903, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6308, loss: 2.7212, grad_norm: 7.4865 2021-07-06 18:46:56,119 - mmaction - INFO - Epoch [81][1560/3757] lr: 1.000e-03, eta: 3 days, 6:21:58, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0711, top1_acc: 0.6078, top5_acc: 0.8063, loss_cls: 1.6577, loss: 2.7288, grad_norm: 7.7447 2021-07-06 18:47:17,205 - mmaction - INFO - Epoch [81][1580/3757] lr: 1.000e-03, eta: 3 days, 6:21:36, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0606, top1_acc: 0.6250, top5_acc: 0.8211, loss_cls: 1.5803, loss: 2.6409, grad_norm: 7.5107 2021-07-06 18:47:38,382 - mmaction - INFO - Epoch [81][1600/3757] lr: 1.000e-03, eta: 3 days, 6:21:14, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0877, top1_acc: 0.6125, top5_acc: 0.8078, loss_cls: 1.6847, loss: 2.7723, grad_norm: 7.6930 2021-07-06 18:48:00,167 - mmaction - INFO - Epoch [81][1620/3757] lr: 1.000e-03, eta: 3 days, 6:20:53, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.0593, top1_acc: 0.6336, top5_acc: 0.8227, loss_cls: 1.5871, loss: 2.6464, grad_norm: 7.5358 2021-07-06 18:48:21,354 - mmaction - INFO - Epoch [81][1640/3757] lr: 1.000e-03, eta: 3 days, 6:20:31, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0471, top1_acc: 0.6055, top5_acc: 0.8305, loss_cls: 1.6070, loss: 2.6541, grad_norm: 7.5821 2021-07-06 18:48:42,372 - mmaction - INFO - Epoch [81][1660/3757] lr: 1.000e-03, eta: 3 days, 6:20:09, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0658, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.6150, loss: 2.6808, grad_norm: 7.5813 2021-07-06 18:49:03,790 - mmaction - INFO - Epoch [81][1680/3757] lr: 1.000e-03, eta: 3 days, 6:19:47, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6180, top5_acc: 0.8266, loss_cls: 1.5581, loss: 2.5731, grad_norm: 7.4565 2021-07-06 18:49:24,867 - mmaction - INFO - Epoch [81][1700/3757] lr: 1.000e-03, eta: 3 days, 6:19:25, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0329, top1_acc: 0.6305, top5_acc: 0.8148, loss_cls: 1.5910, loss: 2.6239, grad_norm: 7.1291 2021-07-06 18:49:46,456 - mmaction - INFO - Epoch [81][1720/3757] lr: 1.000e-03, eta: 3 days, 6:19:03, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0508, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.5656, loss: 2.6163, grad_norm: 7.6316 2021-07-06 18:50:07,343 - mmaction - INFO - Epoch [81][1740/3757] lr: 1.000e-03, eta: 3 days, 6:18:41, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.0779, top1_acc: 0.6148, top5_acc: 0.8094, loss_cls: 1.6498, loss: 2.7277, grad_norm: 7.7481 2021-07-06 18:50:28,550 - mmaction - INFO - Epoch [81][1760/3757] lr: 1.000e-03, eta: 3 days, 6:18:19, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0807, top1_acc: 0.6133, top5_acc: 0.8242, loss_cls: 1.6306, loss: 2.7113, grad_norm: 7.6925 2021-07-06 18:50:49,746 - mmaction - INFO - Epoch [81][1780/3757] lr: 1.000e-03, eta: 3 days, 6:17:57, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.1119, top1_acc: 0.6008, top5_acc: 0.8078, loss_cls: 1.6917, loss: 2.8036, grad_norm: 7.7930 2021-07-06 18:51:11,150 - mmaction - INFO - Epoch [81][1800/3757] lr: 1.000e-03, eta: 3 days, 6:17:36, time: 1.070, data_time: 0.007, memory: 6921, loss_aux: 1.0342, top1_acc: 0.6281, top5_acc: 0.8289, loss_cls: 1.5698, loss: 2.6040, grad_norm: 7.3991 2021-07-06 18:51:32,223 - mmaction - INFO - Epoch [81][1820/3757] lr: 1.000e-03, eta: 3 days, 6:17:14, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0649, top1_acc: 0.6078, top5_acc: 0.8109, loss_cls: 1.6467, loss: 2.7116, grad_norm: 7.6418 2021-07-06 18:51:53,232 - mmaction - INFO - Epoch [81][1840/3757] lr: 1.000e-03, eta: 3 days, 6:16:52, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0778, top1_acc: 0.6109, top5_acc: 0.8102, loss_cls: 1.6465, loss: 2.7243, grad_norm: 7.6849 2021-07-06 18:52:14,555 - mmaction - INFO - Epoch [81][1860/3757] lr: 1.000e-03, eta: 3 days, 6:16:30, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0233, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5587, loss: 2.5820, grad_norm: 7.6770 2021-07-06 18:52:35,905 - mmaction - INFO - Epoch [81][1880/3757] lr: 1.000e-03, eta: 3 days, 6:16:08, time: 1.069, data_time: 0.007, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6344, top5_acc: 0.8227, loss_cls: 1.5615, loss: 2.6078, grad_norm: 7.4728 2021-07-06 18:52:57,904 - mmaction - INFO - Epoch [81][1900/3757] lr: 1.000e-03, eta: 3 days, 6:15:47, time: 1.098, data_time: 0.026, memory: 6921, loss_aux: 1.0616, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.6286, loss: 2.6903, grad_norm: 7.7294 2021-07-06 18:53:19,015 - mmaction - INFO - Epoch [81][1920/3757] lr: 1.000e-03, eta: 3 days, 6:15:25, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0677, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.6263, loss: 2.6940, grad_norm: 7.5030 2021-07-06 18:53:40,155 - mmaction - INFO - Epoch [81][1940/3757] lr: 1.000e-03, eta: 3 days, 6:15:03, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0364, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.5611, loss: 2.5976, grad_norm: 7.4567 2021-07-06 18:54:01,389 - mmaction - INFO - Epoch [81][1960/3757] lr: 1.000e-03, eta: 3 days, 6:14:41, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0996, top1_acc: 0.6094, top5_acc: 0.8008, loss_cls: 1.6909, loss: 2.7905, grad_norm: 7.6435 2021-07-06 18:54:22,613 - mmaction - INFO - Epoch [81][1980/3757] lr: 1.000e-03, eta: 3 days, 6:14:19, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.1129, top1_acc: 0.6125, top5_acc: 0.8031, loss_cls: 1.6971, loss: 2.8099, grad_norm: 7.7785 2021-07-06 18:54:43,853 - mmaction - INFO - Epoch [81][2000/3757] lr: 1.000e-03, eta: 3 days, 6:13:57, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0895, top1_acc: 0.5992, top5_acc: 0.8164, loss_cls: 1.6785, loss: 2.7680, grad_norm: 7.7043 2021-07-06 18:55:04,771 - mmaction - INFO - Epoch [81][2020/3757] lr: 1.000e-03, eta: 3 days, 6:13:35, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0850, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.5917, loss: 2.6767, grad_norm: 7.5923 2021-07-06 18:55:26,092 - mmaction - INFO - Epoch [81][2040/3757] lr: 1.000e-03, eta: 3 days, 6:13:13, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0712, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.6317, loss: 2.7029, grad_norm: 7.7052 2021-07-06 18:55:47,364 - mmaction - INFO - Epoch [81][2060/3757] lr: 1.000e-03, eta: 3 days, 6:12:51, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0863, top1_acc: 0.5945, top5_acc: 0.7992, loss_cls: 1.7002, loss: 2.7864, grad_norm: 7.6565 2021-07-06 18:56:09,323 - mmaction - INFO - Epoch [81][2080/3757] lr: 1.000e-03, eta: 3 days, 6:12:30, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.0612, top1_acc: 0.6141, top5_acc: 0.8133, loss_cls: 1.6480, loss: 2.7092, grad_norm: 7.5877 2021-07-06 18:56:30,240 - mmaction - INFO - Epoch [81][2100/3757] lr: 1.000e-03, eta: 3 days, 6:12:08, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.0532, top1_acc: 0.6320, top5_acc: 0.8195, loss_cls: 1.5821, loss: 2.6354, grad_norm: 7.6377 2021-07-06 18:56:51,367 - mmaction - INFO - Epoch [81][2120/3757] lr: 1.000e-03, eta: 3 days, 6:11:46, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0720, top1_acc: 0.6133, top5_acc: 0.8133, loss_cls: 1.6086, loss: 2.6807, grad_norm: 7.5152 2021-07-06 18:57:12,430 - mmaction - INFO - Epoch [81][2140/3757] lr: 1.000e-03, eta: 3 days, 6:11:24, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0853, top1_acc: 0.6203, top5_acc: 0.8164, loss_cls: 1.6340, loss: 2.7192, grad_norm: 7.5559 2021-07-06 18:57:33,545 - mmaction - INFO - Epoch [81][2160/3757] lr: 1.000e-03, eta: 3 days, 6:11:02, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0724, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6625, loss: 2.7349, grad_norm: 7.6747 2021-07-06 18:57:54,650 - mmaction - INFO - Epoch [81][2180/3757] lr: 1.000e-03, eta: 3 days, 6:10:40, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0325, top1_acc: 0.6336, top5_acc: 0.8266, loss_cls: 1.5625, loss: 2.5949, grad_norm: 7.3642 2021-07-06 18:58:15,799 - mmaction - INFO - Epoch [81][2200/3757] lr: 1.000e-03, eta: 3 days, 6:10:18, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.1078, top1_acc: 0.6125, top5_acc: 0.8070, loss_cls: 1.7343, loss: 2.8422, grad_norm: 7.8884 2021-07-06 18:58:36,916 - mmaction - INFO - Epoch [81][2220/3757] lr: 1.000e-03, eta: 3 days, 6:09:56, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0463, top1_acc: 0.6336, top5_acc: 0.8266, loss_cls: 1.6021, loss: 2.6485, grad_norm: 7.8285 2021-07-06 18:58:59,460 - mmaction - INFO - Epoch [81][2240/3757] lr: 1.000e-03, eta: 3 days, 6:09:35, time: 1.128, data_time: 0.005, memory: 6921, loss_aux: 1.0647, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6536, loss: 2.7183, grad_norm: 7.6141 2021-07-06 18:59:20,451 - mmaction - INFO - Epoch [81][2260/3757] lr: 1.000e-03, eta: 3 days, 6:09:13, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.1265, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6914, loss: 2.8180, grad_norm: 7.6577 2021-07-06 18:59:41,576 - mmaction - INFO - Epoch [81][2280/3757] lr: 1.000e-03, eta: 3 days, 6:08:51, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9956, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4956, loss: 2.4912, grad_norm: 7.3065 2021-07-06 19:00:02,691 - mmaction - INFO - Epoch [81][2300/3757] lr: 1.000e-03, eta: 3 days, 6:08:29, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.1206, top1_acc: 0.6016, top5_acc: 0.8047, loss_cls: 1.7133, loss: 2.8339, grad_norm: 7.6227 2021-07-06 19:00:23,759 - mmaction - INFO - Epoch [81][2320/3757] lr: 1.000e-03, eta: 3 days, 6:08:07, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.1006, top1_acc: 0.6109, top5_acc: 0.8078, loss_cls: 1.6603, loss: 2.7609, grad_norm: 7.6760 2021-07-06 19:00:45,452 - mmaction - INFO - Epoch [81][2340/3757] lr: 1.000e-03, eta: 3 days, 6:07:46, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.0620, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5869, loss: 2.6489, grad_norm: 7.3467 2021-07-06 19:01:06,944 - mmaction - INFO - Epoch [81][2360/3757] lr: 1.000e-03, eta: 3 days, 6:07:24, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0690, top1_acc: 0.6156, top5_acc: 0.8281, loss_cls: 1.5971, loss: 2.6661, grad_norm: 7.5924 2021-07-06 19:01:28,171 - mmaction - INFO - Epoch [81][2380/3757] lr: 1.000e-03, eta: 3 days, 6:07:02, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0860, top1_acc: 0.6039, top5_acc: 0.8109, loss_cls: 1.6651, loss: 2.7511, grad_norm: 7.8222 2021-07-06 19:01:49,121 - mmaction - INFO - Epoch [81][2400/3757] lr: 1.000e-03, eta: 3 days, 6:06:40, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0923, top1_acc: 0.6047, top5_acc: 0.7891, loss_cls: 1.7188, loss: 2.8112, grad_norm: 7.6310 2021-07-06 19:02:10,458 - mmaction - INFO - Epoch [81][2420/3757] lr: 1.000e-03, eta: 3 days, 6:06:18, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0773, top1_acc: 0.5883, top5_acc: 0.8148, loss_cls: 1.6689, loss: 2.7462, grad_norm: 7.7872 2021-07-06 19:02:31,510 - mmaction - INFO - Epoch [81][2440/3757] lr: 1.000e-03, eta: 3 days, 6:05:56, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0682, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.6690, loss: 2.7372, grad_norm: 7.5937 2021-07-06 19:02:52,831 - mmaction - INFO - Epoch [81][2460/3757] lr: 1.000e-03, eta: 3 days, 6:05:34, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0859, top1_acc: 0.6203, top5_acc: 0.8102, loss_cls: 1.6582, loss: 2.7441, grad_norm: 7.6414 2021-07-06 19:03:13,972 - mmaction - INFO - Epoch [81][2480/3757] lr: 1.000e-03, eta: 3 days, 6:05:12, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0814, top1_acc: 0.6094, top5_acc: 0.8250, loss_cls: 1.6302, loss: 2.7116, grad_norm: 7.6564 2021-07-06 19:03:36,162 - mmaction - INFO - Epoch [81][2500/3757] lr: 1.000e-03, eta: 3 days, 6:04:51, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.0735, top1_acc: 0.6125, top5_acc: 0.8055, loss_cls: 1.6561, loss: 2.7296, grad_norm: 7.6427 2021-07-06 19:03:57,426 - mmaction - INFO - Epoch [81][2520/3757] lr: 1.000e-03, eta: 3 days, 6:04:29, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0507, top1_acc: 0.6242, top5_acc: 0.8094, loss_cls: 1.6080, loss: 2.6587, grad_norm: 7.5173 2021-07-06 19:04:18,703 - mmaction - INFO - Epoch [81][2540/3757] lr: 1.000e-03, eta: 3 days, 6:04:08, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.0705, top1_acc: 0.6242, top5_acc: 0.8125, loss_cls: 1.6184, loss: 2.6889, grad_norm: 7.4440 2021-07-06 19:04:40,129 - mmaction - INFO - Epoch [81][2560/3757] lr: 1.000e-03, eta: 3 days, 6:03:46, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.0438, top1_acc: 0.6164, top5_acc: 0.8359, loss_cls: 1.5764, loss: 2.6203, grad_norm: 7.7952 2021-07-06 19:05:01,325 - mmaction - INFO - Epoch [81][2580/3757] lr: 1.000e-03, eta: 3 days, 6:03:24, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0940, top1_acc: 0.6141, top5_acc: 0.8000, loss_cls: 1.6764, loss: 2.7704, grad_norm: 7.5037 2021-07-06 19:05:22,500 - mmaction - INFO - Epoch [81][2600/3757] lr: 1.000e-03, eta: 3 days, 6:03:02, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.1052, top1_acc: 0.6086, top5_acc: 0.7937, loss_cls: 1.6946, loss: 2.7997, grad_norm: 7.6292 2021-07-06 19:05:43,780 - mmaction - INFO - Epoch [81][2620/3757] lr: 1.000e-03, eta: 3 days, 6:02:40, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0836, top1_acc: 0.5992, top5_acc: 0.8039, loss_cls: 1.6901, loss: 2.7736, grad_norm: 7.5430 2021-07-06 19:06:04,851 - mmaction - INFO - Epoch [81][2640/3757] lr: 1.000e-03, eta: 3 days, 6:02:18, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1719, top1_acc: 0.5914, top5_acc: 0.7820, loss_cls: 1.8239, loss: 2.9959, grad_norm: 7.9808 2021-07-06 19:06:26,052 - mmaction - INFO - Epoch [81][2660/3757] lr: 1.000e-03, eta: 3 days, 6:01:56, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.1120, top1_acc: 0.5945, top5_acc: 0.8031, loss_cls: 1.6822, loss: 2.7942, grad_norm: 7.6648 2021-07-06 19:06:47,480 - mmaction - INFO - Epoch [81][2680/3757] lr: 1.000e-03, eta: 3 days, 6:01:35, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0898, top1_acc: 0.6078, top5_acc: 0.7992, loss_cls: 1.6839, loss: 2.7737, grad_norm: 7.6848 2021-07-06 19:07:09,751 - mmaction - INFO - Epoch [81][2700/3757] lr: 1.000e-03, eta: 3 days, 6:01:14, time: 1.114, data_time: 0.081, memory: 6921, loss_aux: 1.1036, top1_acc: 0.6031, top5_acc: 0.8141, loss_cls: 1.6614, loss: 2.7650, grad_norm: 7.7649 2021-07-06 19:07:30,562 - mmaction - INFO - Epoch [81][2720/3757] lr: 1.000e-03, eta: 3 days, 6:00:51, time: 1.039, data_time: 0.002, memory: 6921, loss_aux: 1.0561, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6120, loss: 2.6681, grad_norm: 7.7449 2021-07-06 19:07:51,635 - mmaction - INFO - Epoch [81][2740/3757] lr: 1.000e-03, eta: 3 days, 6:00:29, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.1019, top1_acc: 0.5953, top5_acc: 0.7961, loss_cls: 1.7189, loss: 2.8208, grad_norm: 7.8516 2021-07-06 19:08:12,616 - mmaction - INFO - Epoch [81][2760/3757] lr: 1.000e-03, eta: 3 days, 6:00:07, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0510, top1_acc: 0.6336, top5_acc: 0.8203, loss_cls: 1.5946, loss: 2.6456, grad_norm: 7.7269 2021-07-06 19:08:33,858 - mmaction - INFO - Epoch [81][2780/3757] lr: 1.000e-03, eta: 3 days, 5:59:45, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.5611, loss: 2.6101, grad_norm: 7.5781 2021-07-06 19:08:54,993 - mmaction - INFO - Epoch [81][2800/3757] lr: 1.000e-03, eta: 3 days, 5:59:23, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0696, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.6739, loss: 2.7435, grad_norm: 7.6724 2021-07-06 19:09:16,210 - mmaction - INFO - Epoch [81][2820/3757] lr: 1.000e-03, eta: 3 days, 5:59:02, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0825, top1_acc: 0.5961, top5_acc: 0.8031, loss_cls: 1.7015, loss: 2.7840, grad_norm: 7.8314 2021-07-06 19:09:37,967 - mmaction - INFO - Epoch [81][2840/3757] lr: 1.000e-03, eta: 3 days, 5:58:40, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.0499, top1_acc: 0.6133, top5_acc: 0.8172, loss_cls: 1.5986, loss: 2.6485, grad_norm: 7.6418 2021-07-06 19:09:58,821 - mmaction - INFO - Epoch [81][2860/3757] lr: 1.000e-03, eta: 3 days, 5:58:18, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.0749, top1_acc: 0.6047, top5_acc: 0.8141, loss_cls: 1.6604, loss: 2.7353, grad_norm: 7.6998 2021-07-06 19:10:19,856 - mmaction - INFO - Epoch [81][2880/3757] lr: 1.000e-03, eta: 3 days, 5:57:56, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0650, top1_acc: 0.6125, top5_acc: 0.8320, loss_cls: 1.5908, loss: 2.6557, grad_norm: 7.7385 2021-07-06 19:10:41,899 - mmaction - INFO - Epoch [81][2900/3757] lr: 1.000e-03, eta: 3 days, 5:57:35, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.0125, top1_acc: 0.6406, top5_acc: 0.8258, loss_cls: 1.5223, loss: 2.5349, grad_norm: 7.4132 2021-07-06 19:11:03,047 - mmaction - INFO - Epoch [81][2920/3757] lr: 1.000e-03, eta: 3 days, 5:57:13, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.0478, top1_acc: 0.6117, top5_acc: 0.8078, loss_cls: 1.6420, loss: 2.6898, grad_norm: 7.3665 2021-07-06 19:11:24,767 - mmaction - INFO - Epoch [81][2940/3757] lr: 1.000e-03, eta: 3 days, 5:56:51, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.0416, top1_acc: 0.6094, top5_acc: 0.8305, loss_cls: 1.6015, loss: 2.6431, grad_norm: 7.5373 2021-07-06 19:11:46,189 - mmaction - INFO - Epoch [81][2960/3757] lr: 1.000e-03, eta: 3 days, 5:56:30, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.0939, top1_acc: 0.6148, top5_acc: 0.8109, loss_cls: 1.6936, loss: 2.7875, grad_norm: 7.8050 2021-07-06 19:12:07,176 - mmaction - INFO - Epoch [81][2980/3757] lr: 1.000e-03, eta: 3 days, 5:56:07, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0239, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5334, loss: 2.5574, grad_norm: 7.2794 2021-07-06 19:12:29,755 - mmaction - INFO - Epoch [81][3000/3757] lr: 1.000e-03, eta: 3 days, 5:55:47, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 1.0417, top1_acc: 0.6203, top5_acc: 0.8242, loss_cls: 1.5911, loss: 2.6328, grad_norm: 7.6422 2021-07-06 19:12:50,641 - mmaction - INFO - Epoch [81][3020/3757] lr: 1.000e-03, eta: 3 days, 5:55:25, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.0470, top1_acc: 0.6172, top5_acc: 0.8063, loss_cls: 1.6563, loss: 2.7033, grad_norm: 7.7174 2021-07-06 19:13:11,876 - mmaction - INFO - Epoch [81][3040/3757] lr: 1.000e-03, eta: 3 days, 5:55:03, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0568, top1_acc: 0.6117, top5_acc: 0.8242, loss_cls: 1.6090, loss: 2.6657, grad_norm: 7.7200 2021-07-06 19:13:32,860 - mmaction - INFO - Epoch [81][3060/3757] lr: 1.000e-03, eta: 3 days, 5:54:41, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0367, top1_acc: 0.6016, top5_acc: 0.8211, loss_cls: 1.6387, loss: 2.6754, grad_norm: 7.6539 2021-07-06 19:13:55,679 - mmaction - INFO - Epoch [81][3080/3757] lr: 1.000e-03, eta: 3 days, 5:54:20, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 1.0807, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.6335, loss: 2.7142, grad_norm: 7.4681 2021-07-06 19:14:16,540 - mmaction - INFO - Epoch [81][3100/3757] lr: 1.000e-03, eta: 3 days, 5:53:58, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5402, loss: 2.5732, grad_norm: 7.3356 2021-07-06 19:14:37,609 - mmaction - INFO - Epoch [81][3120/3757] lr: 1.000e-03, eta: 3 days, 5:53:36, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0847, top1_acc: 0.6148, top5_acc: 0.8078, loss_cls: 1.6755, loss: 2.7602, grad_norm: 7.5460 2021-07-06 19:14:58,674 - mmaction - INFO - Epoch [81][3140/3757] lr: 1.000e-03, eta: 3 days, 5:53:14, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0392, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5582, loss: 2.5974, grad_norm: 7.4345 2021-07-06 19:15:19,777 - mmaction - INFO - Epoch [81][3160/3757] lr: 1.000e-03, eta: 3 days, 5:52:52, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0859, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6592, loss: 2.7451, grad_norm: 7.5517 2021-07-06 19:15:41,123 - mmaction - INFO - Epoch [81][3180/3757] lr: 1.000e-03, eta: 3 days, 5:52:30, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0749, top1_acc: 0.6203, top5_acc: 0.8094, loss_cls: 1.6423, loss: 2.7173, grad_norm: 7.6740 2021-07-06 19:16:02,259 - mmaction - INFO - Epoch [81][3200/3757] lr: 1.000e-03, eta: 3 days, 5:52:08, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0871, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6697, loss: 2.7568, grad_norm: 7.6566 2021-07-06 19:16:24,056 - mmaction - INFO - Epoch [81][3220/3757] lr: 1.000e-03, eta: 3 days, 5:51:47, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.0487, top1_acc: 0.6203, top5_acc: 0.8250, loss_cls: 1.6339, loss: 2.6825, grad_norm: 7.7520 2021-07-06 19:16:45,029 - mmaction - INFO - Epoch [81][3240/3757] lr: 1.000e-03, eta: 3 days, 5:51:25, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6156, top5_acc: 0.8320, loss_cls: 1.5463, loss: 2.5760, grad_norm: 7.5500 2021-07-06 19:17:06,775 - mmaction - INFO - Epoch [81][3260/3757] lr: 1.000e-03, eta: 3 days, 5:51:03, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.0719, top1_acc: 0.6297, top5_acc: 0.7984, loss_cls: 1.6178, loss: 2.6897, grad_norm: 7.4504 2021-07-06 19:17:27,894 - mmaction - INFO - Epoch [81][3280/3757] lr: 1.000e-03, eta: 3 days, 5:50:41, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0633, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.6272, loss: 2.6905, grad_norm: 7.5738 2021-07-06 19:17:48,860 - mmaction - INFO - Epoch [81][3300/3757] lr: 1.000e-03, eta: 3 days, 5:50:19, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0736, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6181, loss: 2.6917, grad_norm: 7.3423 2021-07-06 19:18:10,109 - mmaction - INFO - Epoch [81][3320/3757] lr: 1.000e-03, eta: 3 days, 5:49:57, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0582, top1_acc: 0.6125, top5_acc: 0.8063, loss_cls: 1.6621, loss: 2.7202, grad_norm: 7.6090 2021-07-06 19:18:31,303 - mmaction - INFO - Epoch [81][3340/3757] lr: 1.000e-03, eta: 3 days, 5:49:35, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0345, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.5723, loss: 2.6068, grad_norm: 7.6533 2021-07-06 19:18:53,148 - mmaction - INFO - Epoch [81][3360/3757] lr: 1.000e-03, eta: 3 days, 5:49:14, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.0576, top1_acc: 0.6258, top5_acc: 0.8180, loss_cls: 1.6220, loss: 2.6796, grad_norm: 7.4317 2021-07-06 19:19:14,296 - mmaction - INFO - Epoch [81][3380/3757] lr: 1.000e-03, eta: 3 days, 5:48:52, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0716, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6214, loss: 2.6930, grad_norm: 7.5908 2021-07-06 19:19:35,514 - mmaction - INFO - Epoch [81][3400/3757] lr: 1.000e-03, eta: 3 days, 5:48:30, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0898, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.6861, loss: 2.7759, grad_norm: 7.7113 2021-07-06 19:19:57,209 - mmaction - INFO - Epoch [81][3420/3757] lr: 1.000e-03, eta: 3 days, 5:48:09, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.0513, top1_acc: 0.6133, top5_acc: 0.8164, loss_cls: 1.6077, loss: 2.6590, grad_norm: 7.3469 2021-07-06 19:20:18,299 - mmaction - INFO - Epoch [81][3440/3757] lr: 1.000e-03, eta: 3 days, 5:47:47, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0804, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6692, loss: 2.7496, grad_norm: 7.7206 2021-07-06 19:20:39,304 - mmaction - INFO - Epoch [81][3460/3757] lr: 1.000e-03, eta: 3 days, 5:47:24, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0462, top1_acc: 0.6312, top5_acc: 0.8039, loss_cls: 1.6589, loss: 2.7051, grad_norm: 7.5596 2021-07-06 19:21:01,458 - mmaction - INFO - Epoch [81][3480/3757] lr: 1.000e-03, eta: 3 days, 5:47:03, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.0593, top1_acc: 0.6133, top5_acc: 0.8078, loss_cls: 1.6724, loss: 2.7317, grad_norm: 7.6417 2021-07-06 19:21:22,809 - mmaction - INFO - Epoch [81][3500/3757] lr: 1.000e-03, eta: 3 days, 5:46:42, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0441, top1_acc: 0.6438, top5_acc: 0.8227, loss_cls: 1.5836, loss: 2.6277, grad_norm: 7.6385 2021-07-06 19:21:43,908 - mmaction - INFO - Epoch [81][3520/3757] lr: 1.000e-03, eta: 3 days, 5:46:20, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0036, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5115, loss: 2.5151, grad_norm: 7.4322 2021-07-06 19:22:06,496 - mmaction - INFO - Epoch [81][3540/3757] lr: 1.000e-03, eta: 3 days, 5:45:59, time: 1.130, data_time: 0.004, memory: 6921, loss_aux: 1.0283, top1_acc: 0.6102, top5_acc: 0.8234, loss_cls: 1.5987, loss: 2.6270, grad_norm: 7.6014 2021-07-06 19:22:27,316 - mmaction - INFO - Epoch [81][3560/3757] lr: 1.000e-03, eta: 3 days, 5:45:37, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.0719, top1_acc: 0.6125, top5_acc: 0.8000, loss_cls: 1.6848, loss: 2.7567, grad_norm: 7.6743 2021-07-06 19:22:48,427 - mmaction - INFO - Epoch [81][3580/3757] lr: 1.000e-03, eta: 3 days, 5:45:15, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0990, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.7046, loss: 2.8036, grad_norm: 7.8208 2021-07-06 19:23:09,557 - mmaction - INFO - Epoch [81][3600/3757] lr: 1.000e-03, eta: 3 days, 5:44:53, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0847, top1_acc: 0.6086, top5_acc: 0.8016, loss_cls: 1.6811, loss: 2.7657, grad_norm: 7.7047 2021-07-06 19:23:30,870 - mmaction - INFO - Epoch [81][3620/3757] lr: 1.000e-03, eta: 3 days, 5:44:31, time: 1.067, data_time: 0.007, memory: 6921, loss_aux: 1.0959, top1_acc: 0.6125, top5_acc: 0.8086, loss_cls: 1.6732, loss: 2.7690, grad_norm: 7.6709 2021-07-06 19:23:52,003 - mmaction - INFO - Epoch [81][3640/3757] lr: 1.000e-03, eta: 3 days, 5:44:09, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.1039, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6880, loss: 2.7919, grad_norm: 7.7461 2021-07-06 19:24:13,382 - mmaction - INFO - Epoch [81][3660/3757] lr: 1.000e-03, eta: 3 days, 5:43:47, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0667, top1_acc: 0.6102, top5_acc: 0.8086, loss_cls: 1.6736, loss: 2.7403, grad_norm: 7.7647 2021-07-06 19:24:34,591 - mmaction - INFO - Epoch [81][3680/3757] lr: 1.000e-03, eta: 3 days, 5:43:25, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6305, top5_acc: 0.8398, loss_cls: 1.5107, loss: 2.5272, grad_norm: 7.4248 2021-07-06 19:24:55,784 - mmaction - INFO - Epoch [81][3700/3757] lr: 1.000e-03, eta: 3 days, 5:43:03, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0751, top1_acc: 0.6109, top5_acc: 0.8141, loss_cls: 1.6349, loss: 2.7100, grad_norm: 7.5734 2021-07-06 19:25:16,931 - mmaction - INFO - Epoch [81][3720/3757] lr: 1.000e-03, eta: 3 days, 5:42:41, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0942, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6969, loss: 2.7911, grad_norm: 7.7332 2021-07-06 19:25:38,231 - mmaction - INFO - Epoch [81][3740/3757] lr: 1.000e-03, eta: 3 days, 5:42:20, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0942, top1_acc: 0.6180, top5_acc: 0.8109, loss_cls: 1.6485, loss: 2.7427, grad_norm: 7.5365 2021-07-06 19:25:56,525 - mmaction - INFO - Saving checkpoint at 81 epochs 2021-07-06 19:26:59,629 - mmaction - INFO - Epoch [82][20/3757] lr: 1.000e-03, eta: 3 days, 5:41:58, time: 3.069, data_time: 2.043, memory: 6921, loss_aux: 1.0693, top1_acc: 0.6289, top5_acc: 0.8211, loss_cls: 1.6348, loss: 2.7041, grad_norm: 7.5789 2021-07-06 19:27:20,682 - mmaction - INFO - Epoch [82][40/3757] lr: 1.000e-03, eta: 3 days, 5:41:36, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.1067, top1_acc: 0.6078, top5_acc: 0.7961, loss_cls: 1.6813, loss: 2.7881, grad_norm: 7.7449 2021-07-06 19:27:41,872 - mmaction - INFO - Epoch [82][60/3757] lr: 1.000e-03, eta: 3 days, 5:41:14, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0837, top1_acc: 0.5992, top5_acc: 0.8297, loss_cls: 1.6377, loss: 2.7213, grad_norm: 7.7016 2021-07-06 19:28:02,947 - mmaction - INFO - Epoch [82][80/3757] lr: 1.000e-03, eta: 3 days, 5:40:52, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0794, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6513, loss: 2.7307, grad_norm: 7.6823 2021-07-06 19:28:24,138 - mmaction - INFO - Epoch [82][100/3757] lr: 1.000e-03, eta: 3 days, 5:40:30, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0594, top1_acc: 0.6211, top5_acc: 0.8187, loss_cls: 1.6116, loss: 2.6710, grad_norm: 7.5179 2021-07-06 19:28:46,957 - mmaction - INFO - Epoch [82][120/3757] lr: 1.000e-03, eta: 3 days, 5:40:10, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 1.0485, top1_acc: 0.6359, top5_acc: 0.8141, loss_cls: 1.5841, loss: 2.6326, grad_norm: 7.2994 2021-07-06 19:29:07,854 - mmaction - INFO - Epoch [82][140/3757] lr: 1.000e-03, eta: 3 days, 5:39:47, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.5075, loss: 2.5347, grad_norm: 7.3947 2021-07-06 19:29:28,783 - mmaction - INFO - Epoch [82][160/3757] lr: 1.000e-03, eta: 3 days, 5:39:25, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0260, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5724, loss: 2.5984, grad_norm: 7.4599 2021-07-06 19:29:49,833 - mmaction - INFO - Epoch [82][180/3757] lr: 1.000e-03, eta: 3 days, 5:39:03, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0715, top1_acc: 0.6008, top5_acc: 0.8063, loss_cls: 1.6725, loss: 2.7439, grad_norm: 7.8199 2021-07-06 19:30:11,912 - mmaction - INFO - Epoch [82][200/3757] lr: 1.000e-03, eta: 3 days, 5:38:42, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.0367, top1_acc: 0.6367, top5_acc: 0.8281, loss_cls: 1.5674, loss: 2.6041, grad_norm: 7.7211 2021-07-06 19:30:32,825 - mmaction - INFO - Epoch [82][220/3757] lr: 1.000e-03, eta: 3 days, 5:38:20, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0863, top1_acc: 0.6211, top5_acc: 0.8180, loss_cls: 1.6460, loss: 2.7323, grad_norm: 7.5287 2021-07-06 19:30:53,881 - mmaction - INFO - Epoch [82][240/3757] lr: 1.000e-03, eta: 3 days, 5:37:58, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0625, top1_acc: 0.6133, top5_acc: 0.8117, loss_cls: 1.6265, loss: 2.6890, grad_norm: 7.6502 2021-07-06 19:31:15,247 - mmaction - INFO - Epoch [82][260/3757] lr: 1.000e-03, eta: 3 days, 5:37:36, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6250, top5_acc: 0.8117, loss_cls: 1.6174, loss: 2.6511, grad_norm: 7.4611 2021-07-06 19:31:36,929 - mmaction - INFO - Epoch [82][280/3757] lr: 1.000e-03, eta: 3 days, 5:37:15, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.0657, top1_acc: 0.6125, top5_acc: 0.8117, loss_cls: 1.6318, loss: 2.6975, grad_norm: 7.6497 2021-07-06 19:31:57,872 - mmaction - INFO - Epoch [82][300/3757] lr: 1.000e-03, eta: 3 days, 5:36:53, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0566, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5711, loss: 2.6277, grad_norm: 7.4910 2021-07-06 19:32:19,640 - mmaction - INFO - Epoch [82][320/3757] lr: 1.000e-03, eta: 3 days, 5:36:31, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.0673, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.6535, loss: 2.7209, grad_norm: 7.5190 2021-07-06 19:32:40,645 - mmaction - INFO - Epoch [82][340/3757] lr: 1.000e-03, eta: 3 days, 5:36:09, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0605, top1_acc: 0.6141, top5_acc: 0.8133, loss_cls: 1.6232, loss: 2.6837, grad_norm: 7.4985 2021-07-06 19:33:01,646 - mmaction - INFO - Epoch [82][360/3757] lr: 1.000e-03, eta: 3 days, 5:35:47, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0424, top1_acc: 0.6148, top5_acc: 0.8141, loss_cls: 1.6096, loss: 2.6521, grad_norm: 7.5728 2021-07-06 19:33:22,786 - mmaction - INFO - Epoch [82][380/3757] lr: 1.000e-03, eta: 3 days, 5:35:25, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.1011, top1_acc: 0.5773, top5_acc: 0.8016, loss_cls: 1.7629, loss: 2.8640, grad_norm: 7.7965 2021-07-06 19:33:44,233 - mmaction - INFO - Epoch [82][400/3757] lr: 1.000e-03, eta: 3 days, 5:35:03, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0634, top1_acc: 0.6039, top5_acc: 0.8172, loss_cls: 1.6067, loss: 2.6702, grad_norm: 7.5751 2021-07-06 19:34:06,360 - mmaction - INFO - Epoch [82][420/3757] lr: 1.000e-03, eta: 3 days, 5:34:42, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.0052, top1_acc: 0.6359, top5_acc: 0.8242, loss_cls: 1.5291, loss: 2.5342, grad_norm: 7.4114 2021-07-06 19:34:27,196 - mmaction - INFO - Epoch [82][440/3757] lr: 1.000e-03, eta: 3 days, 5:34:20, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.0478, top1_acc: 0.6305, top5_acc: 0.8234, loss_cls: 1.5780, loss: 2.6258, grad_norm: 7.5294 2021-07-06 19:34:48,336 - mmaction - INFO - Epoch [82][460/3757] lr: 1.000e-03, eta: 3 days, 5:33:58, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0605, top1_acc: 0.6273, top5_acc: 0.8156, loss_cls: 1.5976, loss: 2.6580, grad_norm: 7.3847 2021-07-06 19:35:09,693 - mmaction - INFO - Epoch [82][480/3757] lr: 1.000e-03, eta: 3 days, 5:33:36, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0650, top1_acc: 0.6141, top5_acc: 0.8102, loss_cls: 1.6353, loss: 2.7003, grad_norm: 7.6877 2021-07-06 19:35:30,834 - mmaction - INFO - Epoch [82][500/3757] lr: 1.000e-03, eta: 3 days, 5:33:14, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.1114, top1_acc: 0.6070, top5_acc: 0.7984, loss_cls: 1.7304, loss: 2.8418, grad_norm: 7.7135 2021-07-06 19:35:51,993 - mmaction - INFO - Epoch [82][520/3757] lr: 1.000e-03, eta: 3 days, 5:32:52, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0675, top1_acc: 0.6242, top5_acc: 0.8117, loss_cls: 1.6401, loss: 2.7076, grad_norm: 7.4641 2021-07-06 19:36:13,045 - mmaction - INFO - Epoch [82][540/3757] lr: 1.000e-03, eta: 3 days, 5:32:30, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0556, top1_acc: 0.6305, top5_acc: 0.8156, loss_cls: 1.5988, loss: 2.6544, grad_norm: 7.3873 2021-07-06 19:36:34,048 - mmaction - INFO - Epoch [82][560/3757] lr: 1.000e-03, eta: 3 days, 5:32:08, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0432, top1_acc: 0.6414, top5_acc: 0.8313, loss_cls: 1.5642, loss: 2.6074, grad_norm: 7.5244 2021-07-06 19:36:56,021 - mmaction - INFO - Epoch [82][580/3757] lr: 1.000e-03, eta: 3 days, 5:31:47, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.0696, top1_acc: 0.6125, top5_acc: 0.8227, loss_cls: 1.6482, loss: 2.7178, grad_norm: 7.8050 2021-07-06 19:37:17,069 - mmaction - INFO - Epoch [82][600/3757] lr: 1.000e-03, eta: 3 days, 5:31:25, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0546, top1_acc: 0.6102, top5_acc: 0.8102, loss_cls: 1.6338, loss: 2.6884, grad_norm: 7.3583 2021-07-06 19:37:38,246 - mmaction - INFO - Epoch [82][620/3757] lr: 1.000e-03, eta: 3 days, 5:31:03, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0524, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.6295, loss: 2.6819, grad_norm: 7.6534 2021-07-06 19:37:59,419 - mmaction - INFO - Epoch [82][640/3757] lr: 1.000e-03, eta: 3 days, 5:30:41, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0930, top1_acc: 0.6188, top5_acc: 0.8133, loss_cls: 1.6660, loss: 2.7590, grad_norm: 7.9236 2021-07-06 19:38:20,791 - mmaction - INFO - Epoch [82][660/3757] lr: 1.000e-03, eta: 3 days, 5:30:19, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0382, top1_acc: 0.6336, top5_acc: 0.8359, loss_cls: 1.5677, loss: 2.6059, grad_norm: 7.5271 2021-07-06 19:38:41,744 - mmaction - INFO - Epoch [82][680/3757] lr: 1.000e-03, eta: 3 days, 5:29:57, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0768, top1_acc: 0.6141, top5_acc: 0.8086, loss_cls: 1.6489, loss: 2.7257, grad_norm: 7.6191 2021-07-06 19:39:02,807 - mmaction - INFO - Epoch [82][700/3757] lr: 1.000e-03, eta: 3 days, 5:29:35, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0875, top1_acc: 0.6336, top5_acc: 0.8156, loss_cls: 1.6413, loss: 2.7288, grad_norm: 7.7127 2021-07-06 19:39:24,295 - mmaction - INFO - Epoch [82][720/3757] lr: 1.000e-03, eta: 3 days, 5:29:14, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0667, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.6491, loss: 2.7158, grad_norm: 7.6254 2021-07-06 19:39:45,732 - mmaction - INFO - Epoch [82][740/3757] lr: 1.000e-03, eta: 3 days, 5:28:52, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0670, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.5953, loss: 2.6623, grad_norm: 7.5513 2021-07-06 19:40:06,973 - mmaction - INFO - Epoch [82][760/3757] lr: 1.000e-03, eta: 3 days, 5:28:30, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0430, top1_acc: 0.6203, top5_acc: 0.8242, loss_cls: 1.5914, loss: 2.6344, grad_norm: 7.7502 2021-07-06 19:40:27,940 - mmaction - INFO - Epoch [82][780/3757] lr: 1.000e-03, eta: 3 days, 5:28:08, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0676, top1_acc: 0.6047, top5_acc: 0.8039, loss_cls: 1.6683, loss: 2.7359, grad_norm: 7.7335 2021-07-06 19:40:48,981 - mmaction - INFO - Epoch [82][800/3757] lr: 1.000e-03, eta: 3 days, 5:27:46, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0512, top1_acc: 0.6125, top5_acc: 0.8180, loss_cls: 1.6123, loss: 2.6635, grad_norm: 7.4447 2021-07-06 19:41:10,016 - mmaction - INFO - Epoch [82][820/3757] lr: 1.000e-03, eta: 3 days, 5:27:24, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.1146, top1_acc: 0.6117, top5_acc: 0.7961, loss_cls: 1.7112, loss: 2.8257, grad_norm: 7.7824 2021-07-06 19:41:31,135 - mmaction - INFO - Epoch [82][840/3757] lr: 1.000e-03, eta: 3 days, 5:27:02, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.1113, top1_acc: 0.6055, top5_acc: 0.7937, loss_cls: 1.7172, loss: 2.8285, grad_norm: 7.6792 2021-07-06 19:41:52,410 - mmaction - INFO - Epoch [82][860/3757] lr: 1.000e-03, eta: 3 days, 5:26:40, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.0714, top1_acc: 0.6062, top5_acc: 0.8102, loss_cls: 1.6620, loss: 2.7334, grad_norm: 7.7364 2021-07-06 19:42:13,760 - mmaction - INFO - Epoch [82][880/3757] lr: 1.000e-03, eta: 3 days, 5:26:18, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0519, top1_acc: 0.6406, top5_acc: 0.8258, loss_cls: 1.5554, loss: 2.6072, grad_norm: 7.4274 2021-07-06 19:42:35,019 - mmaction - INFO - Epoch [82][900/3757] lr: 1.000e-03, eta: 3 days, 5:25:56, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0751, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.6194, loss: 2.6946, grad_norm: 7.5363 2021-07-06 19:42:56,113 - mmaction - INFO - Epoch [82][920/3757] lr: 1.000e-03, eta: 3 days, 5:25:34, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0574, top1_acc: 0.6102, top5_acc: 0.8156, loss_cls: 1.6327, loss: 2.6901, grad_norm: 7.4458 2021-07-06 19:43:17,291 - mmaction - INFO - Epoch [82][940/3757] lr: 1.000e-03, eta: 3 days, 5:25:12, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0593, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.6119, loss: 2.6712, grad_norm: 7.6067 2021-07-06 19:43:38,406 - mmaction - INFO - Epoch [82][960/3757] lr: 1.000e-03, eta: 3 days, 5:24:50, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0365, top1_acc: 0.6219, top5_acc: 0.8133, loss_cls: 1.6288, loss: 2.6654, grad_norm: 7.6491 2021-07-06 19:43:59,862 - mmaction - INFO - Epoch [82][980/3757] lr: 1.000e-03, eta: 3 days, 5:24:29, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0842, top1_acc: 0.6164, top5_acc: 0.8164, loss_cls: 1.6639, loss: 2.7481, grad_norm: 7.8159 2021-07-06 19:44:20,949 - mmaction - INFO - Epoch [82][1000/3757] lr: 1.000e-03, eta: 3 days, 5:24:07, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0534, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5964, loss: 2.6498, grad_norm: 7.7519 2021-07-06 19:44:41,990 - mmaction - INFO - Epoch [82][1020/3757] lr: 1.000e-03, eta: 3 days, 5:23:45, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0755, top1_acc: 0.6109, top5_acc: 0.7953, loss_cls: 1.6646, loss: 2.7400, grad_norm: 7.5328 2021-07-06 19:45:03,863 - mmaction - INFO - Epoch [82][1040/3757] lr: 1.000e-03, eta: 3 days, 5:23:23, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.0533, top1_acc: 0.6188, top5_acc: 0.8203, loss_cls: 1.6016, loss: 2.6549, grad_norm: 7.7021 2021-07-06 19:45:24,886 - mmaction - INFO - Epoch [82][1060/3757] lr: 1.000e-03, eta: 3 days, 5:23:01, time: 1.053, data_time: 0.007, memory: 6921, loss_aux: 1.0590, top1_acc: 0.6227, top5_acc: 0.8117, loss_cls: 1.6147, loss: 2.6738, grad_norm: 7.5555 2021-07-06 19:45:46,736 - mmaction - INFO - Epoch [82][1080/3757] lr: 1.000e-03, eta: 3 days, 5:22:40, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.0479, top1_acc: 0.6227, top5_acc: 0.8133, loss_cls: 1.6139, loss: 2.6618, grad_norm: 7.7228 2021-07-06 19:46:08,482 - mmaction - INFO - Epoch [82][1100/3757] lr: 1.000e-03, eta: 3 days, 5:22:19, time: 1.088, data_time: 0.005, memory: 6921, loss_aux: 1.0279, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5463, loss: 2.5743, grad_norm: 7.3637 2021-07-06 19:46:29,551 - mmaction - INFO - Epoch [82][1120/3757] lr: 1.000e-03, eta: 3 days, 5:21:57, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.5591, loss: 2.5794, grad_norm: 7.6156 2021-07-06 19:46:50,831 - mmaction - INFO - Epoch [82][1140/3757] lr: 1.000e-03, eta: 3 days, 5:21:35, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.1068, top1_acc: 0.5852, top5_acc: 0.7914, loss_cls: 1.7777, loss: 2.8844, grad_norm: 8.0129 2021-07-06 19:47:12,411 - mmaction - INFO - Epoch [82][1160/3757] lr: 1.000e-03, eta: 3 days, 5:21:13, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0996, top1_acc: 0.6156, top5_acc: 0.8016, loss_cls: 1.6709, loss: 2.7705, grad_norm: 7.5727 2021-07-06 19:47:34,099 - mmaction - INFO - Epoch [82][1180/3757] lr: 1.000e-03, eta: 3 days, 5:20:52, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.0634, top1_acc: 0.6312, top5_acc: 0.8180, loss_cls: 1.5993, loss: 2.6627, grad_norm: 7.6065 2021-07-06 19:47:55,352 - mmaction - INFO - Epoch [82][1200/3757] lr: 1.000e-03, eta: 3 days, 5:20:30, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0092, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5177, loss: 2.5269, grad_norm: 7.3468 2021-07-06 19:48:16,362 - mmaction - INFO - Epoch [82][1220/3757] lr: 1.000e-03, eta: 3 days, 5:20:08, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6352, top5_acc: 0.8211, loss_cls: 1.5778, loss: 2.6097, grad_norm: 7.5361 2021-07-06 19:48:37,727 - mmaction - INFO - Epoch [82][1240/3757] lr: 1.000e-03, eta: 3 days, 5:19:46, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0961, top1_acc: 0.6133, top5_acc: 0.8266, loss_cls: 1.6407, loss: 2.7368, grad_norm: 7.9185 2021-07-06 19:48:59,050 - mmaction - INFO - Epoch [82][1260/3757] lr: 1.000e-03, eta: 3 days, 5:19:24, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0648, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5909, loss: 2.6557, grad_norm: 7.7371 2021-07-06 19:49:20,605 - mmaction - INFO - Epoch [82][1280/3757] lr: 1.000e-03, eta: 3 days, 5:19:03, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0448, top1_acc: 0.6508, top5_acc: 0.8234, loss_cls: 1.5926, loss: 2.6374, grad_norm: 7.5335 2021-07-06 19:49:41,536 - mmaction - INFO - Epoch [82][1300/3757] lr: 1.000e-03, eta: 3 days, 5:18:40, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5795, loss: 2.6036, grad_norm: 7.7693 2021-07-06 19:50:03,442 - mmaction - INFO - Epoch [82][1320/3757] lr: 1.000e-03, eta: 3 days, 5:18:19, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.0415, top1_acc: 0.6203, top5_acc: 0.8063, loss_cls: 1.6226, loss: 2.6640, grad_norm: 7.5787 2021-07-06 19:50:24,368 - mmaction - INFO - Epoch [82][1340/3757] lr: 1.000e-03, eta: 3 days, 5:17:57, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.1227, top1_acc: 0.6180, top5_acc: 0.8039, loss_cls: 1.7074, loss: 2.8301, grad_norm: 7.6789 2021-07-06 19:50:45,385 - mmaction - INFO - Epoch [82][1360/3757] lr: 1.000e-03, eta: 3 days, 5:17:35, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.0294, top1_acc: 0.6336, top5_acc: 0.8234, loss_cls: 1.5501, loss: 2.5795, grad_norm: 7.3222 2021-07-06 19:51:06,534 - mmaction - INFO - Epoch [82][1380/3757] lr: 1.000e-03, eta: 3 days, 5:17:13, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0594, top1_acc: 0.6219, top5_acc: 0.8180, loss_cls: 1.6346, loss: 2.6940, grad_norm: 7.6360 2021-07-06 19:51:28,033 - mmaction - INFO - Epoch [82][1400/3757] lr: 1.000e-03, eta: 3 days, 5:16:51, time: 1.078, data_time: 0.011, memory: 6921, loss_aux: 1.0332, top1_acc: 0.6133, top5_acc: 0.8117, loss_cls: 1.5855, loss: 2.6187, grad_norm: 7.3250 2021-07-06 19:51:50,378 - mmaction - INFO - Epoch [82][1420/3757] lr: 1.000e-03, eta: 3 days, 5:16:30, time: 1.116, data_time: 0.002, memory: 6921, loss_aux: 1.0663, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5948, loss: 2.6612, grad_norm: 7.4562 2021-07-06 19:52:11,329 - mmaction - INFO - Epoch [82][1440/3757] lr: 1.000e-03, eta: 3 days, 5:16:08, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.0662, top1_acc: 0.6211, top5_acc: 0.8094, loss_cls: 1.6242, loss: 2.6905, grad_norm: 7.5356 2021-07-06 19:52:32,400 - mmaction - INFO - Epoch [82][1460/3757] lr: 1.000e-03, eta: 3 days, 5:15:46, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0507, top1_acc: 0.6422, top5_acc: 0.8211, loss_cls: 1.5716, loss: 2.6222, grad_norm: 7.3950 2021-07-06 19:52:53,603 - mmaction - INFO - Epoch [82][1480/3757] lr: 1.000e-03, eta: 3 days, 5:15:24, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0760, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.5826, loss: 2.6586, grad_norm: 7.5119 2021-07-06 19:53:14,652 - mmaction - INFO - Epoch [82][1500/3757] lr: 1.000e-03, eta: 3 days, 5:15:02, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0361, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.5855, loss: 2.6215, grad_norm: 7.8047 2021-07-06 19:53:36,298 - mmaction - INFO - Epoch [82][1520/3757] lr: 1.000e-03, eta: 3 days, 5:14:41, time: 1.081, data_time: 0.029, memory: 6921, loss_aux: 1.0521, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5721, loss: 2.6242, grad_norm: 7.9058 2021-07-06 19:53:57,403 - mmaction - INFO - Epoch [82][1540/3757] lr: 1.000e-03, eta: 3 days, 5:14:19, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0335, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5658, loss: 2.5993, grad_norm: 7.6624 2021-07-06 19:54:18,460 - mmaction - INFO - Epoch [82][1560/3757] lr: 1.000e-03, eta: 3 days, 5:13:57, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0610, top1_acc: 0.6211, top5_acc: 0.8023, loss_cls: 1.6346, loss: 2.6956, grad_norm: 7.5812 2021-07-06 19:54:39,570 - mmaction - INFO - Epoch [82][1580/3757] lr: 1.000e-03, eta: 3 days, 5:13:35, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0777, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6607, loss: 2.7384, grad_norm: 7.8995 2021-07-06 19:55:01,323 - mmaction - INFO - Epoch [82][1600/3757] lr: 1.000e-03, eta: 3 days, 5:13:13, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.0914, top1_acc: 0.6148, top5_acc: 0.8219, loss_cls: 1.6349, loss: 2.7263, grad_norm: 7.7881 2021-07-06 19:55:22,307 - mmaction - INFO - Epoch [82][1620/3757] lr: 1.000e-03, eta: 3 days, 5:12:51, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0605, top1_acc: 0.6281, top5_acc: 0.8102, loss_cls: 1.6176, loss: 2.6780, grad_norm: 7.5518 2021-07-06 19:55:43,453 - mmaction - INFO - Epoch [82][1640/3757] lr: 1.000e-03, eta: 3 days, 5:12:29, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.1307, top1_acc: 0.5828, top5_acc: 0.7828, loss_cls: 1.7484, loss: 2.8792, grad_norm: 7.8496 2021-07-06 19:56:04,880 - mmaction - INFO - Epoch [82][1660/3757] lr: 1.000e-03, eta: 3 days, 5:12:08, time: 1.070, data_time: 0.009, memory: 6921, loss_aux: 1.0427, top1_acc: 0.6195, top5_acc: 0.8133, loss_cls: 1.6246, loss: 2.6673, grad_norm: 7.8206 2021-07-06 19:56:26,017 - mmaction - INFO - Epoch [82][1680/3757] lr: 1.000e-03, eta: 3 days, 5:11:46, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0725, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6410, loss: 2.7134, grad_norm: 7.8673 2021-07-06 19:56:47,117 - mmaction - INFO - Epoch [82][1700/3757] lr: 1.000e-03, eta: 3 days, 5:11:24, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0498, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5823, loss: 2.6320, grad_norm: 7.3706 2021-07-06 19:57:08,335 - mmaction - INFO - Epoch [82][1720/3757] lr: 1.000e-03, eta: 3 days, 5:11:02, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0764, top1_acc: 0.6102, top5_acc: 0.8117, loss_cls: 1.6587, loss: 2.7351, grad_norm: 7.5630 2021-07-06 19:57:29,541 - mmaction - INFO - Epoch [82][1740/3757] lr: 1.000e-03, eta: 3 days, 5:10:40, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0417, top1_acc: 0.6227, top5_acc: 0.8273, loss_cls: 1.5578, loss: 2.5995, grad_norm: 7.7187 2021-07-06 19:57:50,507 - mmaction - INFO - Epoch [82][1760/3757] lr: 1.000e-03, eta: 3 days, 5:10:18, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0622, top1_acc: 0.6234, top5_acc: 0.8180, loss_cls: 1.5971, loss: 2.6594, grad_norm: 7.5279 2021-07-06 19:58:11,726 - mmaction - INFO - Epoch [82][1780/3757] lr: 1.000e-03, eta: 3 days, 5:09:56, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0724, top1_acc: 0.6125, top5_acc: 0.8102, loss_cls: 1.6568, loss: 2.7292, grad_norm: 7.7254 2021-07-06 19:58:33,011 - mmaction - INFO - Epoch [82][1800/3757] lr: 1.000e-03, eta: 3 days, 5:09:34, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0346, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5452, loss: 2.5797, grad_norm: 7.6189 2021-07-06 19:58:54,286 - mmaction - INFO - Epoch [82][1820/3757] lr: 1.000e-03, eta: 3 days, 5:09:12, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0479, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.6005, loss: 2.6484, grad_norm: 7.5933 2021-07-06 19:59:15,172 - mmaction - INFO - Epoch [82][1840/3757] lr: 1.000e-03, eta: 3 days, 5:08:50, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.1038, top1_acc: 0.5992, top5_acc: 0.8156, loss_cls: 1.6853, loss: 2.7891, grad_norm: 7.8398 2021-07-06 19:59:36,309 - mmaction - INFO - Epoch [82][1860/3757] lr: 1.000e-03, eta: 3 days, 5:08:28, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0565, top1_acc: 0.6281, top5_acc: 0.8133, loss_cls: 1.6110, loss: 2.6675, grad_norm: 7.8014 2021-07-06 19:59:57,575 - mmaction - INFO - Epoch [82][1880/3757] lr: 1.000e-03, eta: 3 days, 5:08:06, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0569, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6130, loss: 2.6700, grad_norm: 7.9292 2021-07-06 20:00:18,837 - mmaction - INFO - Epoch [82][1900/3757] lr: 1.000e-03, eta: 3 days, 5:07:44, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0856, top1_acc: 0.6094, top5_acc: 0.8055, loss_cls: 1.6437, loss: 2.7293, grad_norm: 7.8812 2021-07-06 20:00:39,965 - mmaction - INFO - Epoch [82][1920/3757] lr: 1.000e-03, eta: 3 days, 5:07:22, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0860, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.6135, loss: 2.6995, grad_norm: 7.9503 2021-07-06 20:01:01,225 - mmaction - INFO - Epoch [82][1940/3757] lr: 1.000e-03, eta: 3 days, 5:07:01, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0542, top1_acc: 0.6289, top5_acc: 0.8180, loss_cls: 1.5811, loss: 2.6353, grad_norm: 7.6709 2021-07-06 20:01:22,536 - mmaction - INFO - Epoch [82][1960/3757] lr: 1.000e-03, eta: 3 days, 5:06:39, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0844, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6491, loss: 2.7336, grad_norm: 7.9390 2021-07-06 20:01:43,675 - mmaction - INFO - Epoch [82][1980/3757] lr: 1.000e-03, eta: 3 days, 5:06:17, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0466, top1_acc: 0.6359, top5_acc: 0.8172, loss_cls: 1.5605, loss: 2.6072, grad_norm: 7.5807 2021-07-06 20:02:04,792 - mmaction - INFO - Epoch [82][2000/3757] lr: 1.000e-03, eta: 3 days, 5:05:55, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.1015, top1_acc: 0.6070, top5_acc: 0.8094, loss_cls: 1.6773, loss: 2.7788, grad_norm: 7.6508 2021-07-06 20:02:26,018 - mmaction - INFO - Epoch [82][2020/3757] lr: 1.000e-03, eta: 3 days, 5:05:33, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0361, top1_acc: 0.6250, top5_acc: 0.8148, loss_cls: 1.5607, loss: 2.5968, grad_norm: 7.6181 2021-07-06 20:02:47,175 - mmaction - INFO - Epoch [82][2040/3757] lr: 1.000e-03, eta: 3 days, 5:05:11, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0860, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.6828, loss: 2.7688, grad_norm: 7.8861 2021-07-06 20:03:08,617 - mmaction - INFO - Epoch [82][2060/3757] lr: 1.000e-03, eta: 3 days, 5:04:49, time: 1.072, data_time: 0.008, memory: 6921, loss_aux: 1.0811, top1_acc: 0.6102, top5_acc: 0.8141, loss_cls: 1.6497, loss: 2.7308, grad_norm: 7.7487 2021-07-06 20:03:29,701 - mmaction - INFO - Epoch [82][2080/3757] lr: 1.000e-03, eta: 3 days, 5:04:27, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0657, top1_acc: 0.5992, top5_acc: 0.8148, loss_cls: 1.6573, loss: 2.7230, grad_norm: 7.8981 2021-07-06 20:03:51,324 - mmaction - INFO - Epoch [82][2100/3757] lr: 1.000e-03, eta: 3 days, 5:04:06, time: 1.079, data_time: 0.010, memory: 6921, loss_aux: 1.0574, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.5922, loss: 2.6496, grad_norm: 7.4312 2021-07-06 20:04:13,005 - mmaction - INFO - Epoch [82][2120/3757] lr: 1.000e-03, eta: 3 days, 5:03:44, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.0689, top1_acc: 0.6258, top5_acc: 0.8164, loss_cls: 1.6020, loss: 2.6710, grad_norm: 7.4510 2021-07-06 20:04:33,907 - mmaction - INFO - Epoch [82][2140/3757] lr: 1.000e-03, eta: 3 days, 5:03:22, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 1.1026, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.6813, loss: 2.7839, grad_norm: 7.6690 2021-07-06 20:04:55,104 - mmaction - INFO - Epoch [82][2160/3757] lr: 1.000e-03, eta: 3 days, 5:03:00, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0674, top1_acc: 0.6109, top5_acc: 0.8273, loss_cls: 1.6369, loss: 2.7042, grad_norm: 7.7967 2021-07-06 20:05:16,129 - mmaction - INFO - Epoch [82][2180/3757] lr: 1.000e-03, eta: 3 days, 5:02:38, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.0418, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5680, loss: 2.6097, grad_norm: 7.5462 2021-07-06 20:05:37,230 - mmaction - INFO - Epoch [82][2200/3757] lr: 1.000e-03, eta: 3 days, 5:02:16, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.1105, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7239, loss: 2.8344, grad_norm: 7.6345 2021-07-06 20:05:58,338 - mmaction - INFO - Epoch [82][2220/3757] lr: 1.000e-03, eta: 3 days, 5:01:54, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0956, top1_acc: 0.6109, top5_acc: 0.8086, loss_cls: 1.6720, loss: 2.7676, grad_norm: 7.7327 2021-07-06 20:06:20,728 - mmaction - INFO - Epoch [82][2240/3757] lr: 1.000e-03, eta: 3 days, 5:01:33, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 1.0795, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.6299, loss: 2.7094, grad_norm: 7.7113 2021-07-06 20:06:41,725 - mmaction - INFO - Epoch [82][2260/3757] lr: 1.000e-03, eta: 3 days, 5:01:11, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5166, loss: 2.5057, grad_norm: 7.4604 2021-07-06 20:07:02,902 - mmaction - INFO - Epoch [82][2280/3757] lr: 1.000e-03, eta: 3 days, 5:00:49, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6469, top5_acc: 0.8289, loss_cls: 1.5293, loss: 2.5427, grad_norm: 7.6128 2021-07-06 20:07:23,898 - mmaction - INFO - Epoch [82][2300/3757] lr: 1.000e-03, eta: 3 days, 5:00:27, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0669, top1_acc: 0.6195, top5_acc: 0.8063, loss_cls: 1.6329, loss: 2.6997, grad_norm: 7.6867 2021-07-06 20:07:45,159 - mmaction - INFO - Epoch [82][2320/3757] lr: 1.000e-03, eta: 3 days, 5:00:05, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.1201, top1_acc: 0.6164, top5_acc: 0.8125, loss_cls: 1.6342, loss: 2.7543, grad_norm: 7.7549 2021-07-06 20:08:06,189 - mmaction - INFO - Epoch [82][2340/3757] lr: 1.000e-03, eta: 3 days, 4:59:43, time: 1.054, data_time: 0.007, memory: 6921, loss_aux: 1.0963, top1_acc: 0.6070, top5_acc: 0.8008, loss_cls: 1.6993, loss: 2.7955, grad_norm: 7.7648 2021-07-06 20:08:28,403 - mmaction - INFO - Epoch [82][2360/3757] lr: 1.000e-03, eta: 3 days, 4:59:22, time: 1.109, data_time: 0.057, memory: 6921, loss_aux: 1.0704, top1_acc: 0.6109, top5_acc: 0.8219, loss_cls: 1.6396, loss: 2.7100, grad_norm: 7.8561 2021-07-06 20:08:49,235 - mmaction - INFO - Epoch [82][2380/3757] lr: 1.000e-03, eta: 3 days, 4:59:00, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.0900, top1_acc: 0.6078, top5_acc: 0.8047, loss_cls: 1.6753, loss: 2.7653, grad_norm: 7.6948 2021-07-06 20:09:10,274 - mmaction - INFO - Epoch [82][2400/3757] lr: 1.000e-03, eta: 3 days, 4:58:38, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0402, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5672, loss: 2.6074, grad_norm: 7.3997 2021-07-06 20:09:32,705 - mmaction - INFO - Epoch [82][2420/3757] lr: 1.000e-03, eta: 3 days, 4:58:17, time: 1.121, data_time: 0.002, memory: 6921, loss_aux: 1.1067, top1_acc: 0.5898, top5_acc: 0.7984, loss_cls: 1.7396, loss: 2.8463, grad_norm: 7.8362 2021-07-06 20:09:53,385 - mmaction - INFO - Epoch [82][2440/3757] lr: 1.000e-03, eta: 3 days, 4:57:55, time: 1.033, data_time: 0.002, memory: 6921, loss_aux: 1.0822, top1_acc: 0.6188, top5_acc: 0.8117, loss_cls: 1.6588, loss: 2.7410, grad_norm: 7.7505 2021-07-06 20:10:14,296 - mmaction - INFO - Epoch [82][2460/3757] lr: 1.000e-03, eta: 3 days, 4:57:33, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0705, top1_acc: 0.6359, top5_acc: 0.8125, loss_cls: 1.6168, loss: 2.6873, grad_norm: 7.6078 2021-07-06 20:10:35,328 - mmaction - INFO - Epoch [82][2480/3757] lr: 1.000e-03, eta: 3 days, 4:57:11, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0620, top1_acc: 0.6164, top5_acc: 0.8242, loss_cls: 1.5684, loss: 2.6304, grad_norm: 7.5649 2021-07-06 20:10:56,476 - mmaction - INFO - Epoch [82][2500/3757] lr: 1.000e-03, eta: 3 days, 4:56:49, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6328, top5_acc: 0.8211, loss_cls: 1.5710, loss: 2.5947, grad_norm: 7.5232 2021-07-06 20:11:17,584 - mmaction - INFO - Epoch [82][2520/3757] lr: 1.000e-03, eta: 3 days, 4:56:27, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0666, top1_acc: 0.5984, top5_acc: 0.8117, loss_cls: 1.6318, loss: 2.6984, grad_norm: 7.9958 2021-07-06 20:11:38,699 - mmaction - INFO - Epoch [82][2540/3757] lr: 1.000e-03, eta: 3 days, 4:56:05, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0602, top1_acc: 0.6203, top5_acc: 0.8203, loss_cls: 1.6251, loss: 2.6853, grad_norm: 7.6178 2021-07-06 20:12:00,218 - mmaction - INFO - Epoch [82][2560/3757] lr: 1.000e-03, eta: 3 days, 4:55:43, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0511, top1_acc: 0.6188, top5_acc: 0.8180, loss_cls: 1.6402, loss: 2.6913, grad_norm: 7.7416 2021-07-06 20:12:21,803 - mmaction - INFO - Epoch [82][2580/3757] lr: 1.000e-03, eta: 3 days, 4:55:22, time: 1.079, data_time: 0.007, memory: 6921, loss_aux: 1.0649, top1_acc: 0.6055, top5_acc: 0.8203, loss_cls: 1.6531, loss: 2.7180, grad_norm: 7.7736 2021-07-06 20:12:43,083 - mmaction - INFO - Epoch [82][2600/3757] lr: 1.000e-03, eta: 3 days, 4:55:00, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0522, top1_acc: 0.6258, top5_acc: 0.8187, loss_cls: 1.5984, loss: 2.6506, grad_norm: 7.7812 2021-07-06 20:13:04,316 - mmaction - INFO - Epoch [82][2620/3757] lr: 1.000e-03, eta: 3 days, 4:54:38, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0461, top1_acc: 0.6227, top5_acc: 0.8211, loss_cls: 1.5789, loss: 2.6250, grad_norm: 7.7810 2021-07-06 20:13:25,317 - mmaction - INFO - Epoch [82][2640/3757] lr: 1.000e-03, eta: 3 days, 4:54:16, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0855, top1_acc: 0.6102, top5_acc: 0.8086, loss_cls: 1.6752, loss: 2.7607, grad_norm: 7.5888 2021-07-06 20:13:46,374 - mmaction - INFO - Epoch [82][2660/3757] lr: 1.000e-03, eta: 3 days, 4:53:54, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.1261, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6806, loss: 2.8067, grad_norm: 7.8711 2021-07-06 20:14:07,783 - mmaction - INFO - Epoch [82][2680/3757] lr: 1.000e-03, eta: 3 days, 4:53:32, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0885, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.6853, loss: 2.7738, grad_norm: 7.9712 2021-07-06 20:14:30,448 - mmaction - INFO - Epoch [82][2700/3757] lr: 1.000e-03, eta: 3 days, 4:53:12, time: 1.136, data_time: 0.004, memory: 6921, loss_aux: 1.0439, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.6151, loss: 2.6590, grad_norm: 7.5706 2021-07-06 20:14:51,495 - mmaction - INFO - Epoch [82][2720/3757] lr: 1.000e-03, eta: 3 days, 4:52:49, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.0167, top1_acc: 0.6281, top5_acc: 0.8164, loss_cls: 1.5687, loss: 2.5854, grad_norm: 7.3905 2021-07-06 20:15:12,585 - mmaction - INFO - Epoch [82][2740/3757] lr: 1.000e-03, eta: 3 days, 4:52:28, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0415, top1_acc: 0.6156, top5_acc: 0.8289, loss_cls: 1.5996, loss: 2.6411, grad_norm: 7.7192 2021-07-06 20:15:33,828 - mmaction - INFO - Epoch [82][2760/3757] lr: 1.000e-03, eta: 3 days, 4:52:06, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0305, top1_acc: 0.6203, top5_acc: 0.8094, loss_cls: 1.6066, loss: 2.6372, grad_norm: 7.3687 2021-07-06 20:15:55,074 - mmaction - INFO - Epoch [82][2780/3757] lr: 1.000e-03, eta: 3 days, 4:51:44, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0893, top1_acc: 0.6047, top5_acc: 0.8055, loss_cls: 1.6782, loss: 2.7674, grad_norm: 7.8279 2021-07-06 20:16:16,237 - mmaction - INFO - Epoch [82][2800/3757] lr: 1.000e-03, eta: 3 days, 4:51:22, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.0846, top1_acc: 0.6141, top5_acc: 0.8180, loss_cls: 1.6649, loss: 2.7495, grad_norm: 7.8195 2021-07-06 20:16:38,241 - mmaction - INFO - Epoch [82][2820/3757] lr: 1.000e-03, eta: 3 days, 4:51:01, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.0641, top1_acc: 0.6312, top5_acc: 0.8148, loss_cls: 1.6075, loss: 2.6716, grad_norm: 7.4805 2021-07-06 20:16:59,118 - mmaction - INFO - Epoch [82][2840/3757] lr: 1.000e-03, eta: 3 days, 4:50:38, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.0574, top1_acc: 0.6234, top5_acc: 0.8109, loss_cls: 1.6616, loss: 2.7190, grad_norm: 7.7967 2021-07-06 20:17:20,296 - mmaction - INFO - Epoch [82][2860/3757] lr: 1.000e-03, eta: 3 days, 4:50:17, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0658, top1_acc: 0.6117, top5_acc: 0.8164, loss_cls: 1.6445, loss: 2.7103, grad_norm: 7.6811 2021-07-06 20:17:41,433 - mmaction - INFO - Epoch [82][2880/3757] lr: 1.000e-03, eta: 3 days, 4:49:55, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0681, top1_acc: 0.6133, top5_acc: 0.8313, loss_cls: 1.5740, loss: 2.6421, grad_norm: 7.4504 2021-07-06 20:18:02,621 - mmaction - INFO - Epoch [82][2900/3757] lr: 1.000e-03, eta: 3 days, 4:49:33, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0637, top1_acc: 0.6125, top5_acc: 0.8305, loss_cls: 1.5999, loss: 2.6636, grad_norm: 7.8872 2021-07-06 20:18:23,944 - mmaction - INFO - Epoch [82][2920/3757] lr: 1.000e-03, eta: 3 days, 4:49:11, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.0528, top1_acc: 0.6172, top5_acc: 0.8234, loss_cls: 1.5731, loss: 2.6259, grad_norm: 7.6795 2021-07-06 20:18:45,634 - mmaction - INFO - Epoch [82][2940/3757] lr: 1.000e-03, eta: 3 days, 4:48:49, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.0690, top1_acc: 0.6180, top5_acc: 0.8195, loss_cls: 1.5744, loss: 2.6434, grad_norm: 7.6377 2021-07-06 20:19:07,611 - mmaction - INFO - Epoch [82][2960/3757] lr: 1.000e-03, eta: 3 days, 4:48:28, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.0215, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5435, loss: 2.5649, grad_norm: 7.3968 2021-07-06 20:19:28,649 - mmaction - INFO - Epoch [82][2980/3757] lr: 1.000e-03, eta: 3 days, 4:48:06, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0877, top1_acc: 0.5961, top5_acc: 0.8055, loss_cls: 1.7105, loss: 2.7982, grad_norm: 7.9239 2021-07-06 20:19:49,927 - mmaction - INFO - Epoch [82][3000/3757] lr: 1.000e-03, eta: 3 days, 4:47:44, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0593, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5820, loss: 2.6413, grad_norm: 7.5126 2021-07-06 20:20:10,974 - mmaction - INFO - Epoch [82][3020/3757] lr: 1.000e-03, eta: 3 days, 4:47:22, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5618, loss: 2.5916, grad_norm: 7.6244 2021-07-06 20:20:31,859 - mmaction - INFO - Epoch [82][3040/3757] lr: 1.000e-03, eta: 3 days, 4:47:00, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.1021, top1_acc: 0.5984, top5_acc: 0.8039, loss_cls: 1.7028, loss: 2.8048, grad_norm: 7.9186 2021-07-06 20:20:52,882 - mmaction - INFO - Epoch [82][3060/3757] lr: 1.000e-03, eta: 3 days, 4:46:38, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0821, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.6480, loss: 2.7301, grad_norm: 7.9181 2021-07-06 20:21:14,381 - mmaction - INFO - Epoch [82][3080/3757] lr: 1.000e-03, eta: 3 days, 4:46:16, time: 1.075, data_time: 0.015, memory: 6921, loss_aux: 1.0926, top1_acc: 0.6023, top5_acc: 0.8055, loss_cls: 1.6613, loss: 2.7539, grad_norm: 7.7395 2021-07-06 20:21:35,896 - mmaction - INFO - Epoch [82][3100/3757] lr: 1.000e-03, eta: 3 days, 4:45:55, time: 1.074, data_time: 0.014, memory: 6921, loss_aux: 1.0702, top1_acc: 0.6078, top5_acc: 0.8039, loss_cls: 1.6512, loss: 2.7214, grad_norm: 7.8264 2021-07-06 20:21:57,716 - mmaction - INFO - Epoch [82][3120/3757] lr: 1.000e-03, eta: 3 days, 4:45:33, time: 1.092, data_time: 0.057, memory: 6921, loss_aux: 1.0815, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6441, loss: 2.7256, grad_norm: 7.6639 2021-07-06 20:22:18,792 - mmaction - INFO - Epoch [82][3140/3757] lr: 1.000e-03, eta: 3 days, 4:45:11, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5391, loss: 2.5709, grad_norm: 7.7652 2021-07-06 20:22:39,976 - mmaction - INFO - Epoch [82][3160/3757] lr: 1.000e-03, eta: 3 days, 4:44:50, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6375, top5_acc: 0.8203, loss_cls: 1.5701, loss: 2.5998, grad_norm: 7.6560 2021-07-06 20:23:01,068 - mmaction - INFO - Epoch [82][3180/3757] lr: 1.000e-03, eta: 3 days, 4:44:28, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0702, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.6114, loss: 2.6816, grad_norm: 7.6846 2021-07-06 20:23:22,218 - mmaction - INFO - Epoch [82][3200/3757] lr: 1.000e-03, eta: 3 days, 4:44:06, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0441, top1_acc: 0.6141, top5_acc: 0.8273, loss_cls: 1.5948, loss: 2.6389, grad_norm: 7.7220 2021-07-06 20:23:43,372 - mmaction - INFO - Epoch [82][3220/3757] lr: 1.000e-03, eta: 3 days, 4:43:44, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.1020, top1_acc: 0.6117, top5_acc: 0.8016, loss_cls: 1.7207, loss: 2.8228, grad_norm: 7.8362 2021-07-06 20:24:04,545 - mmaction - INFO - Epoch [82][3240/3757] lr: 1.000e-03, eta: 3 days, 4:43:22, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0698, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6444, loss: 2.7142, grad_norm: 7.9784 2021-07-06 20:24:25,758 - mmaction - INFO - Epoch [82][3260/3757] lr: 1.000e-03, eta: 3 days, 4:43:00, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0931, top1_acc: 0.6164, top5_acc: 0.8094, loss_cls: 1.6536, loss: 2.7466, grad_norm: 7.8043 2021-07-06 20:24:46,713 - mmaction - INFO - Epoch [82][3280/3757] lr: 1.000e-03, eta: 3 days, 4:42:38, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.1038, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7100, loss: 2.8137, grad_norm: 7.9123 2021-07-06 20:25:07,862 - mmaction - INFO - Epoch [82][3300/3757] lr: 1.000e-03, eta: 3 days, 4:42:16, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0937, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.7126, loss: 2.8064, grad_norm: 7.8405 2021-07-06 20:25:29,135 - mmaction - INFO - Epoch [82][3320/3757] lr: 1.000e-03, eta: 3 days, 4:41:54, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0855, top1_acc: 0.6008, top5_acc: 0.8125, loss_cls: 1.6625, loss: 2.7480, grad_norm: 7.7813 2021-07-06 20:25:50,283 - mmaction - INFO - Epoch [82][3340/3757] lr: 1.000e-03, eta: 3 days, 4:41:32, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.1308, top1_acc: 0.6086, top5_acc: 0.8055, loss_cls: 1.7024, loss: 2.8332, grad_norm: 7.5043 2021-07-06 20:26:11,335 - mmaction - INFO - Epoch [82][3360/3757] lr: 1.000e-03, eta: 3 days, 4:41:10, time: 1.053, data_time: 0.011, memory: 6921, loss_aux: 1.0684, top1_acc: 0.6086, top5_acc: 0.8070, loss_cls: 1.6649, loss: 2.7333, grad_norm: 7.8472 2021-07-06 20:26:33,206 - mmaction - INFO - Epoch [82][3380/3757] lr: 1.000e-03, eta: 3 days, 4:40:49, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0727, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6207, loss: 2.6934, grad_norm: 7.9107 2021-07-06 20:26:54,866 - mmaction - INFO - Epoch [82][3400/3757] lr: 1.000e-03, eta: 3 days, 4:40:27, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.0205, top1_acc: 0.6211, top5_acc: 0.8305, loss_cls: 1.5522, loss: 2.5727, grad_norm: 7.8243 2021-07-06 20:27:15,731 - mmaction - INFO - Epoch [82][3420/3757] lr: 1.000e-03, eta: 3 days, 4:40:05, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5710, loss: 2.5981, grad_norm: 7.5265 2021-07-06 20:27:36,867 - mmaction - INFO - Epoch [82][3440/3757] lr: 1.000e-03, eta: 3 days, 4:39:43, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0669, top1_acc: 0.6203, top5_acc: 0.8195, loss_cls: 1.6007, loss: 2.6676, grad_norm: 7.7334 2021-07-06 20:27:58,171 - mmaction - INFO - Epoch [82][3460/3757] lr: 1.000e-03, eta: 3 days, 4:39:21, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0542, top1_acc: 0.6211, top5_acc: 0.8328, loss_cls: 1.6064, loss: 2.6606, grad_norm: 7.8966 2021-07-06 20:28:19,273 - mmaction - INFO - Epoch [82][3480/3757] lr: 1.000e-03, eta: 3 days, 4:38:59, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0852, top1_acc: 0.6008, top5_acc: 0.8195, loss_cls: 1.6601, loss: 2.7453, grad_norm: 8.0420 2021-07-06 20:28:40,733 - mmaction - INFO - Epoch [82][3500/3757] lr: 1.000e-03, eta: 3 days, 4:38:38, time: 1.072, data_time: 0.006, memory: 6921, loss_aux: 1.0603, top1_acc: 0.6250, top5_acc: 0.8086, loss_cls: 1.6252, loss: 2.6856, grad_norm: 7.8494 2021-07-06 20:29:02,441 - mmaction - INFO - Epoch [82][3520/3757] lr: 1.000e-03, eta: 3 days, 4:38:16, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.0982, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6632, loss: 2.7614, grad_norm: 7.7801 2021-07-06 20:29:23,474 - mmaction - INFO - Epoch [82][3540/3757] lr: 1.000e-03, eta: 3 days, 4:37:54, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0336, top1_acc: 0.6406, top5_acc: 0.8281, loss_cls: 1.5552, loss: 2.5887, grad_norm: 7.6412 2021-07-06 20:29:44,702 - mmaction - INFO - Epoch [82][3560/3757] lr: 1.000e-03, eta: 3 days, 4:37:32, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0261, top1_acc: 0.6242, top5_acc: 0.8273, loss_cls: 1.5551, loss: 2.5812, grad_norm: 7.8644 2021-07-06 20:30:05,770 - mmaction - INFO - Epoch [82][3580/3757] lr: 1.000e-03, eta: 3 days, 4:37:10, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0382, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5582, loss: 2.5963, grad_norm: 7.6187 2021-07-06 20:30:26,888 - mmaction - INFO - Epoch [82][3600/3757] lr: 1.000e-03, eta: 3 days, 4:36:48, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0798, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.6248, loss: 2.7046, grad_norm: 7.6963 2021-07-06 20:30:48,216 - mmaction - INFO - Epoch [82][3620/3757] lr: 1.000e-03, eta: 3 days, 4:36:26, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.0790, top1_acc: 0.6148, top5_acc: 0.8125, loss_cls: 1.6322, loss: 2.7112, grad_norm: 7.8043 2021-07-06 20:31:09,255 - mmaction - INFO - Epoch [82][3640/3757] lr: 1.000e-03, eta: 3 days, 4:36:04, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.1072, top1_acc: 0.6133, top5_acc: 0.8109, loss_cls: 1.6799, loss: 2.7871, grad_norm: 7.9598 2021-07-06 20:31:30,219 - mmaction - INFO - Epoch [82][3660/3757] lr: 1.000e-03, eta: 3 days, 4:35:42, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.0912, top1_acc: 0.6156, top5_acc: 0.8008, loss_cls: 1.6857, loss: 2.7769, grad_norm: 7.7266 2021-07-06 20:31:52,200 - mmaction - INFO - Epoch [82][3680/3757] lr: 1.000e-03, eta: 3 days, 4:35:21, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.0592, top1_acc: 0.6148, top5_acc: 0.8195, loss_cls: 1.6206, loss: 2.6798, grad_norm: 7.8562 2021-07-06 20:32:13,164 - mmaction - INFO - Epoch [82][3700/3757] lr: 1.000e-03, eta: 3 days, 4:34:59, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0558, top1_acc: 0.6109, top5_acc: 0.8297, loss_cls: 1.6098, loss: 2.6657, grad_norm: 7.5230 2021-07-06 20:32:34,145 - mmaction - INFO - Epoch [82][3720/3757] lr: 1.000e-03, eta: 3 days, 4:34:37, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0847, top1_acc: 0.6023, top5_acc: 0.8164, loss_cls: 1.6167, loss: 2.7014, grad_norm: 7.7454 2021-07-06 20:32:55,370 - mmaction - INFO - Epoch [82][3740/3757] lr: 1.000e-03, eta: 3 days, 4:34:15, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0267, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.5434, loss: 2.5701, grad_norm: 7.5227 2021-07-06 20:33:14,027 - mmaction - INFO - Saving checkpoint at 82 epochs 2021-07-06 20:34:16,473 - mmaction - INFO - Epoch [83][20/3757] lr: 1.000e-03, eta: 3 days, 4:33:53, time: 3.043, data_time: 1.968, memory: 6921, loss_aux: 1.0741, top1_acc: 0.6109, top5_acc: 0.8063, loss_cls: 1.6562, loss: 2.7304, grad_norm: 7.7768 2021-07-06 20:34:37,433 - mmaction - INFO - Epoch [83][40/3757] lr: 1.000e-03, eta: 3 days, 4:33:30, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0709, top1_acc: 0.6281, top5_acc: 0.8227, loss_cls: 1.6061, loss: 2.6770, grad_norm: 7.6263 2021-07-06 20:34:59,216 - mmaction - INFO - Epoch [83][60/3757] lr: 1.000e-03, eta: 3 days, 4:33:09, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.0477, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.5755, loss: 2.6232, grad_norm: 7.8239 2021-07-06 20:35:20,158 - mmaction - INFO - Epoch [83][80/3757] lr: 1.000e-03, eta: 3 days, 4:32:47, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0564, top1_acc: 0.6344, top5_acc: 0.8125, loss_cls: 1.5884, loss: 2.6448, grad_norm: 7.5055 2021-07-06 20:35:41,155 - mmaction - INFO - Epoch [83][100/3757] lr: 1.000e-03, eta: 3 days, 4:32:25, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0897, top1_acc: 0.6102, top5_acc: 0.7977, loss_cls: 1.6572, loss: 2.7469, grad_norm: 7.6938 2021-07-06 20:36:02,351 - mmaction - INFO - Epoch [83][120/3757] lr: 1.000e-03, eta: 3 days, 4:32:03, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.1108, top1_acc: 0.6000, top5_acc: 0.8078, loss_cls: 1.7154, loss: 2.8262, grad_norm: 7.8214 2021-07-06 20:36:24,141 - mmaction - INFO - Epoch [83][140/3757] lr: 1.000e-03, eta: 3 days, 4:31:42, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.0296, top1_acc: 0.6156, top5_acc: 0.8195, loss_cls: 1.6055, loss: 2.6350, grad_norm: 7.6474 2021-07-06 20:36:45,108 - mmaction - INFO - Epoch [83][160/3757] lr: 1.000e-03, eta: 3 days, 4:31:19, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0646, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.5714, loss: 2.6360, grad_norm: 7.5039 2021-07-06 20:37:06,031 - mmaction - INFO - Epoch [83][180/3757] lr: 1.000e-03, eta: 3 days, 4:30:57, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.1038, top1_acc: 0.6031, top5_acc: 0.8016, loss_cls: 1.6915, loss: 2.7954, grad_norm: 7.8457 2021-07-06 20:37:27,088 - mmaction - INFO - Epoch [83][200/3757] lr: 1.000e-03, eta: 3 days, 4:30:35, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0849, top1_acc: 0.6062, top5_acc: 0.8102, loss_cls: 1.6472, loss: 2.7321, grad_norm: 7.8845 2021-07-06 20:37:48,207 - mmaction - INFO - Epoch [83][220/3757] lr: 1.000e-03, eta: 3 days, 4:30:13, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0533, top1_acc: 0.6266, top5_acc: 0.8180, loss_cls: 1.6101, loss: 2.6634, grad_norm: 7.6826 2021-07-06 20:38:09,275 - mmaction - INFO - Epoch [83][240/3757] lr: 1.000e-03, eta: 3 days, 4:29:51, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.1060, top1_acc: 0.6055, top5_acc: 0.8063, loss_cls: 1.7026, loss: 2.8086, grad_norm: 7.9323 2021-07-06 20:38:30,403 - mmaction - INFO - Epoch [83][260/3757] lr: 1.000e-03, eta: 3 days, 4:29:29, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0960, top1_acc: 0.6016, top5_acc: 0.7875, loss_cls: 1.7139, loss: 2.8099, grad_norm: 7.7467 2021-07-06 20:38:52,210 - mmaction - INFO - Epoch [83][280/3757] lr: 1.000e-03, eta: 3 days, 4:29:08, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.0590, top1_acc: 0.6367, top5_acc: 0.8242, loss_cls: 1.5699, loss: 2.6289, grad_norm: 7.7634 2021-07-06 20:39:13,251 - mmaction - INFO - Epoch [83][300/3757] lr: 1.000e-03, eta: 3 days, 4:28:46, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0747, top1_acc: 0.6125, top5_acc: 0.8156, loss_cls: 1.6309, loss: 2.7056, grad_norm: 7.6043 2021-07-06 20:39:34,799 - mmaction - INFO - Epoch [83][320/3757] lr: 1.000e-03, eta: 3 days, 4:28:24, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4530, loss: 2.4291, grad_norm: 7.5595 2021-07-06 20:39:55,960 - mmaction - INFO - Epoch [83][340/3757] lr: 1.000e-03, eta: 3 days, 4:28:02, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0421, top1_acc: 0.6391, top5_acc: 0.8227, loss_cls: 1.5684, loss: 2.6106, grad_norm: 7.4361 2021-07-06 20:40:17,038 - mmaction - INFO - Epoch [83][360/3757] lr: 1.000e-03, eta: 3 days, 4:27:40, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6133, top5_acc: 0.8125, loss_cls: 1.5861, loss: 2.6026, grad_norm: 7.6563 2021-07-06 20:40:38,199 - mmaction - INFO - Epoch [83][380/3757] lr: 1.000e-03, eta: 3 days, 4:27:19, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0345, top1_acc: 0.6383, top5_acc: 0.8141, loss_cls: 1.5599, loss: 2.5944, grad_norm: 7.4789 2021-07-06 20:40:59,475 - mmaction - INFO - Epoch [83][400/3757] lr: 1.000e-03, eta: 3 days, 4:26:57, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0183, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5500, loss: 2.5683, grad_norm: 7.4946 2021-07-06 20:41:20,493 - mmaction - INFO - Epoch [83][420/3757] lr: 1.000e-03, eta: 3 days, 4:26:35, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0379, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.5822, loss: 2.6201, grad_norm: 7.5672 2021-07-06 20:41:41,563 - mmaction - INFO - Epoch [83][440/3757] lr: 1.000e-03, eta: 3 days, 4:26:13, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0458, top1_acc: 0.6180, top5_acc: 0.8125, loss_cls: 1.6197, loss: 2.6655, grad_norm: 7.7571 2021-07-06 20:42:03,299 - mmaction - INFO - Epoch [83][460/3757] lr: 1.000e-03, eta: 3 days, 4:25:51, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0070, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5402, loss: 2.5472, grad_norm: 7.7731 2021-07-06 20:42:24,417 - mmaction - INFO - Epoch [83][480/3757] lr: 1.000e-03, eta: 3 days, 4:25:29, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0264, top1_acc: 0.6414, top5_acc: 0.8273, loss_cls: 1.5672, loss: 2.5936, grad_norm: 7.6436 2021-07-06 20:42:45,470 - mmaction - INFO - Epoch [83][500/3757] lr: 1.000e-03, eta: 3 days, 4:25:07, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0674, top1_acc: 0.6211, top5_acc: 0.8180, loss_cls: 1.6091, loss: 2.6764, grad_norm: 7.7077 2021-07-06 20:43:07,060 - mmaction - INFO - Epoch [83][520/3757] lr: 1.000e-03, eta: 3 days, 4:24:46, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.0358, top1_acc: 0.6242, top5_acc: 0.8328, loss_cls: 1.5465, loss: 2.5824, grad_norm: 7.5738 2021-07-06 20:43:28,386 - mmaction - INFO - Epoch [83][540/3757] lr: 1.000e-03, eta: 3 days, 4:24:24, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0979, top1_acc: 0.6180, top5_acc: 0.8070, loss_cls: 1.6799, loss: 2.7778, grad_norm: 7.7292 2021-07-06 20:43:49,439 - mmaction - INFO - Epoch [83][560/3757] lr: 1.000e-03, eta: 3 days, 4:24:02, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0499, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5855, loss: 2.6353, grad_norm: 7.7960 2021-07-06 20:44:10,758 - mmaction - INFO - Epoch [83][580/3757] lr: 1.000e-03, eta: 3 days, 4:23:40, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0713, top1_acc: 0.6172, top5_acc: 0.8070, loss_cls: 1.6334, loss: 2.7047, grad_norm: 7.6363 2021-07-06 20:44:31,816 - mmaction - INFO - Epoch [83][600/3757] lr: 1.000e-03, eta: 3 days, 4:23:18, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0959, top1_acc: 0.6031, top5_acc: 0.8039, loss_cls: 1.6887, loss: 2.7846, grad_norm: 8.0388 2021-07-06 20:44:53,264 - mmaction - INFO - Epoch [83][620/3757] lr: 1.000e-03, eta: 3 days, 4:22:56, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0729, top1_acc: 0.6133, top5_acc: 0.8102, loss_cls: 1.6243, loss: 2.6972, grad_norm: 7.7153 2021-07-06 20:45:14,244 - mmaction - INFO - Epoch [83][640/3757] lr: 1.000e-03, eta: 3 days, 4:22:34, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0860, top1_acc: 0.5844, top5_acc: 0.8273, loss_cls: 1.6459, loss: 2.7319, grad_norm: 8.0391 2021-07-06 20:45:35,490 - mmaction - INFO - Epoch [83][660/3757] lr: 1.000e-03, eta: 3 days, 4:22:12, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9984, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4991, loss: 2.4975, grad_norm: 7.5287 2021-07-06 20:45:56,651 - mmaction - INFO - Epoch [83][680/3757] lr: 1.000e-03, eta: 3 days, 4:21:51, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0758, top1_acc: 0.6062, top5_acc: 0.8141, loss_cls: 1.6514, loss: 2.7272, grad_norm: 7.9882 2021-07-06 20:46:17,874 - mmaction - INFO - Epoch [83][700/3757] lr: 1.000e-03, eta: 3 days, 4:21:29, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.1237, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6865, loss: 2.8103, grad_norm: 8.0698 2021-07-06 20:46:38,894 - mmaction - INFO - Epoch [83][720/3757] lr: 1.000e-03, eta: 3 days, 4:21:07, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0683, top1_acc: 0.6234, top5_acc: 0.8109, loss_cls: 1.6561, loss: 2.7244, grad_norm: 7.8065 2021-07-06 20:47:00,103 - mmaction - INFO - Epoch [83][740/3757] lr: 1.000e-03, eta: 3 days, 4:20:45, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0344, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6064, loss: 2.6409, grad_norm: 7.6495 2021-07-06 20:47:21,326 - mmaction - INFO - Epoch [83][760/3757] lr: 1.000e-03, eta: 3 days, 4:20:23, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0881, top1_acc: 0.5938, top5_acc: 0.8016, loss_cls: 1.6812, loss: 2.7692, grad_norm: 7.8241 2021-07-06 20:47:42,539 - mmaction - INFO - Epoch [83][780/3757] lr: 1.000e-03, eta: 3 days, 4:20:01, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0862, top1_acc: 0.6203, top5_acc: 0.8039, loss_cls: 1.6746, loss: 2.7609, grad_norm: 7.8367 2021-07-06 20:48:04,632 - mmaction - INFO - Epoch [83][800/3757] lr: 1.000e-03, eta: 3 days, 4:19:40, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6305, top5_acc: 0.8211, loss_cls: 1.5946, loss: 2.6466, grad_norm: 7.5547 2021-07-06 20:48:25,673 - mmaction - INFO - Epoch [83][820/3757] lr: 1.000e-03, eta: 3 days, 4:19:18, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0732, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.5896, loss: 2.6628, grad_norm: 7.7806 2021-07-06 20:48:46,834 - mmaction - INFO - Epoch [83][840/3757] lr: 1.000e-03, eta: 3 days, 4:18:56, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0657, top1_acc: 0.6359, top5_acc: 0.8266, loss_cls: 1.5897, loss: 2.6554, grad_norm: 7.6966 2021-07-06 20:49:07,879 - mmaction - INFO - Epoch [83][860/3757] lr: 1.000e-03, eta: 3 days, 4:18:34, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0722, top1_acc: 0.6203, top5_acc: 0.8164, loss_cls: 1.6303, loss: 2.7025, grad_norm: 7.9015 2021-07-06 20:49:28,870 - mmaction - INFO - Epoch [83][880/3757] lr: 1.000e-03, eta: 3 days, 4:18:12, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0502, top1_acc: 0.6312, top5_acc: 0.8242, loss_cls: 1.5573, loss: 2.6076, grad_norm: 7.6015 2021-07-06 20:49:50,044 - mmaction - INFO - Epoch [83][900/3757] lr: 1.000e-03, eta: 3 days, 4:17:50, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0463, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.6311, loss: 2.6774, grad_norm: 7.7494 2021-07-06 20:50:11,025 - mmaction - INFO - Epoch [83][920/3757] lr: 1.000e-03, eta: 3 days, 4:17:28, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0626, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.6221, loss: 2.6847, grad_norm: 7.8097 2021-07-06 20:50:32,221 - mmaction - INFO - Epoch [83][940/3757] lr: 1.000e-03, eta: 3 days, 4:17:06, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0567, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.6133, loss: 2.6700, grad_norm: 8.0011 2021-07-06 20:50:53,176 - mmaction - INFO - Epoch [83][960/3757] lr: 1.000e-03, eta: 3 days, 4:16:44, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0172, top1_acc: 0.6273, top5_acc: 0.8258, loss_cls: 1.5547, loss: 2.5719, grad_norm: 7.7090 2021-07-06 20:51:14,520 - mmaction - INFO - Epoch [83][980/3757] lr: 1.000e-03, eta: 3 days, 4:16:22, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.1004, top1_acc: 0.5961, top5_acc: 0.8102, loss_cls: 1.6638, loss: 2.7642, grad_norm: 7.9438 2021-07-06 20:51:35,760 - mmaction - INFO - Epoch [83][1000/3757] lr: 1.000e-03, eta: 3 days, 4:16:00, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.1271, top1_acc: 0.6055, top5_acc: 0.7898, loss_cls: 1.7325, loss: 2.8596, grad_norm: 8.0827 2021-07-06 20:51:57,068 - mmaction - INFO - Epoch [83][1020/3757] lr: 1.000e-03, eta: 3 days, 4:15:38, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0973, top1_acc: 0.6023, top5_acc: 0.8094, loss_cls: 1.7042, loss: 2.8016, grad_norm: 8.2122 2021-07-06 20:52:18,109 - mmaction - INFO - Epoch [83][1040/3757] lr: 1.000e-03, eta: 3 days, 4:15:16, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0725, top1_acc: 0.6078, top5_acc: 0.8141, loss_cls: 1.6731, loss: 2.7456, grad_norm: 7.9392 2021-07-06 20:52:39,332 - mmaction - INFO - Epoch [83][1060/3757] lr: 1.000e-03, eta: 3 days, 4:14:54, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.1031, top1_acc: 0.6156, top5_acc: 0.8094, loss_cls: 1.6757, loss: 2.7788, grad_norm: 8.0279 2021-07-06 20:53:01,146 - mmaction - INFO - Epoch [83][1080/3757] lr: 1.000e-03, eta: 3 days, 4:14:33, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6367, top5_acc: 0.8281, loss_cls: 1.5434, loss: 2.5764, grad_norm: 7.6962 2021-07-06 20:53:22,133 - mmaction - INFO - Epoch [83][1100/3757] lr: 1.000e-03, eta: 3 days, 4:14:11, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0953, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.7121, loss: 2.8074, grad_norm: 7.8172 2021-07-06 20:53:43,169 - mmaction - INFO - Epoch [83][1120/3757] lr: 1.000e-03, eta: 3 days, 4:13:49, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0553, top1_acc: 0.6281, top5_acc: 0.8203, loss_cls: 1.5973, loss: 2.6526, grad_norm: 7.7882 2021-07-06 20:54:04,369 - mmaction - INFO - Epoch [83][1140/3757] lr: 1.000e-03, eta: 3 days, 4:13:27, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0497, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5787, loss: 2.6284, grad_norm: 7.8504 2021-07-06 20:54:26,625 - mmaction - INFO - Epoch [83][1160/3757] lr: 1.000e-03, eta: 3 days, 4:13:06, time: 1.117, data_time: 0.007, memory: 6921, loss_aux: 1.0538, top1_acc: 0.6320, top5_acc: 0.8070, loss_cls: 1.6028, loss: 2.6566, grad_norm: 7.7803 2021-07-06 20:54:47,596 - mmaction - INFO - Epoch [83][1180/3757] lr: 1.000e-03, eta: 3 days, 4:12:44, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.0077, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5021, loss: 2.5098, grad_norm: 7.4713 2021-07-06 20:55:08,721 - mmaction - INFO - Epoch [83][1200/3757] lr: 1.000e-03, eta: 3 days, 4:12:22, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0403, top1_acc: 0.5969, top5_acc: 0.8211, loss_cls: 1.6436, loss: 2.6839, grad_norm: 7.9869 2021-07-06 20:55:29,731 - mmaction - INFO - Epoch [83][1220/3757] lr: 1.000e-03, eta: 3 days, 4:12:00, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0388, top1_acc: 0.6203, top5_acc: 0.8313, loss_cls: 1.5750, loss: 2.6138, grad_norm: 7.7537 2021-07-06 20:55:50,907 - mmaction - INFO - Epoch [83][1240/3757] lr: 1.000e-03, eta: 3 days, 4:11:38, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.1440, top1_acc: 0.5992, top5_acc: 0.7898, loss_cls: 1.7461, loss: 2.8901, grad_norm: 7.9179 2021-07-06 20:56:11,972 - mmaction - INFO - Epoch [83][1260/3757] lr: 1.000e-03, eta: 3 days, 4:11:16, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0413, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5610, loss: 2.6023, grad_norm: 7.8120 2021-07-06 20:56:32,999 - mmaction - INFO - Epoch [83][1280/3757] lr: 1.000e-03, eta: 3 days, 4:10:54, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0976, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6489, loss: 2.7465, grad_norm: 7.8821 2021-07-06 20:56:54,383 - mmaction - INFO - Epoch [83][1300/3757] lr: 1.000e-03, eta: 3 days, 4:10:32, time: 1.069, data_time: 0.022, memory: 6921, loss_aux: 1.0386, top1_acc: 0.6125, top5_acc: 0.8258, loss_cls: 1.5824, loss: 2.6210, grad_norm: 7.7100 2021-07-06 20:57:15,587 - mmaction - INFO - Epoch [83][1320/3757] lr: 1.000e-03, eta: 3 days, 4:10:10, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0721, top1_acc: 0.6219, top5_acc: 0.8102, loss_cls: 1.6301, loss: 2.7022, grad_norm: 7.7606 2021-07-06 20:57:36,625 - mmaction - INFO - Epoch [83][1340/3757] lr: 1.000e-03, eta: 3 days, 4:09:48, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0566, top1_acc: 0.6062, top5_acc: 0.8055, loss_cls: 1.6151, loss: 2.6717, grad_norm: 7.6884 2021-07-06 20:57:57,702 - mmaction - INFO - Epoch [83][1360/3757] lr: 1.000e-03, eta: 3 days, 4:09:26, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0607, top1_acc: 0.6227, top5_acc: 0.8234, loss_cls: 1.5798, loss: 2.6404, grad_norm: 7.7006 2021-07-06 20:58:19,689 - mmaction - INFO - Epoch [83][1380/3757] lr: 1.000e-03, eta: 3 days, 4:09:05, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.0524, top1_acc: 0.6281, top5_acc: 0.8164, loss_cls: 1.5900, loss: 2.6425, grad_norm: 7.5842 2021-07-06 20:58:41,127 - mmaction - INFO - Epoch [83][1400/3757] lr: 1.000e-03, eta: 3 days, 4:08:44, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0903, top1_acc: 0.6133, top5_acc: 0.8172, loss_cls: 1.6041, loss: 2.6944, grad_norm: 7.5912 2021-07-06 20:59:02,206 - mmaction - INFO - Epoch [83][1420/3757] lr: 1.000e-03, eta: 3 days, 4:08:22, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0884, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7110, loss: 2.7994, grad_norm: 7.7787 2021-07-06 20:59:23,386 - mmaction - INFO - Epoch [83][1440/3757] lr: 1.000e-03, eta: 3 days, 4:08:00, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0687, top1_acc: 0.6211, top5_acc: 0.8109, loss_cls: 1.6490, loss: 2.7177, grad_norm: 7.7705 2021-07-06 20:59:44,362 - mmaction - INFO - Epoch [83][1460/3757] lr: 1.000e-03, eta: 3 days, 4:07:38, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0772, top1_acc: 0.6211, top5_acc: 0.8172, loss_cls: 1.6145, loss: 2.6917, grad_norm: 7.8799 2021-07-06 21:00:05,938 - mmaction - INFO - Epoch [83][1480/3757] lr: 1.000e-03, eta: 3 days, 4:07:16, time: 1.077, data_time: 0.030, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6492, top5_acc: 0.8133, loss_cls: 1.5999, loss: 2.6480, grad_norm: 7.9402 2021-07-06 21:00:27,065 - mmaction - INFO - Epoch [83][1500/3757] lr: 1.000e-03, eta: 3 days, 4:06:54, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0348, top1_acc: 0.6141, top5_acc: 0.8250, loss_cls: 1.5848, loss: 2.6196, grad_norm: 7.6597 2021-07-06 21:00:48,114 - mmaction - INFO - Epoch [83][1520/3757] lr: 1.000e-03, eta: 3 days, 4:06:32, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.1360, top1_acc: 0.5922, top5_acc: 0.7953, loss_cls: 1.7149, loss: 2.8509, grad_norm: 8.0622 2021-07-06 21:01:09,773 - mmaction - INFO - Epoch [83][1540/3757] lr: 1.000e-03, eta: 3 days, 4:06:11, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.0824, top1_acc: 0.6203, top5_acc: 0.8109, loss_cls: 1.6489, loss: 2.7314, grad_norm: 7.7007 2021-07-06 21:01:30,937 - mmaction - INFO - Epoch [83][1560/3757] lr: 1.000e-03, eta: 3 days, 4:05:49, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.1075, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.6874, loss: 2.7949, grad_norm: 7.7219 2021-07-06 21:01:52,018 - mmaction - INFO - Epoch [83][1580/3757] lr: 1.000e-03, eta: 3 days, 4:05:27, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0618, top1_acc: 0.6297, top5_acc: 0.8156, loss_cls: 1.6093, loss: 2.6711, grad_norm: 7.5850 2021-07-06 21:02:13,209 - mmaction - INFO - Epoch [83][1600/3757] lr: 1.000e-03, eta: 3 days, 4:05:05, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0432, top1_acc: 0.6125, top5_acc: 0.8164, loss_cls: 1.6069, loss: 2.6501, grad_norm: 7.7776 2021-07-06 21:02:34,321 - mmaction - INFO - Epoch [83][1620/3757] lr: 1.000e-03, eta: 3 days, 4:04:43, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0530, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6216, loss: 2.6747, grad_norm: 7.6114 2021-07-06 21:02:55,393 - mmaction - INFO - Epoch [83][1640/3757] lr: 1.000e-03, eta: 3 days, 4:04:21, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6320, top5_acc: 0.8242, loss_cls: 1.5669, loss: 2.6022, grad_norm: 7.6978 2021-07-06 21:03:16,870 - mmaction - INFO - Epoch [83][1660/3757] lr: 1.000e-03, eta: 3 days, 4:03:59, time: 1.076, data_time: 0.022, memory: 6921, loss_aux: 1.1137, top1_acc: 0.5883, top5_acc: 0.7977, loss_cls: 1.7107, loss: 2.8244, grad_norm: 7.6654 2021-07-06 21:03:37,996 - mmaction - INFO - Epoch [83][1680/3757] lr: 1.000e-03, eta: 3 days, 4:03:37, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0258, top1_acc: 0.6234, top5_acc: 0.8242, loss_cls: 1.5666, loss: 2.5924, grad_norm: 7.5966 2021-07-06 21:03:59,208 - mmaction - INFO - Epoch [83][1700/3757] lr: 1.000e-03, eta: 3 days, 4:03:15, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5507, loss: 2.5594, grad_norm: 7.6102 2021-07-06 21:04:20,983 - mmaction - INFO - Epoch [83][1720/3757] lr: 1.000e-03, eta: 3 days, 4:02:54, time: 1.088, data_time: 0.001, memory: 6921, loss_aux: 1.0400, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.5663, loss: 2.6064, grad_norm: 7.6678 2021-07-06 21:04:42,184 - mmaction - INFO - Epoch [83][1740/3757] lr: 1.000e-03, eta: 3 days, 4:02:32, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0760, top1_acc: 0.6195, top5_acc: 0.8133, loss_cls: 1.6316, loss: 2.7075, grad_norm: 7.6542 2021-07-06 21:05:03,055 - mmaction - INFO - Epoch [83][1760/3757] lr: 1.000e-03, eta: 3 days, 4:02:10, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.0932, top1_acc: 0.6047, top5_acc: 0.8063, loss_cls: 1.6569, loss: 2.7501, grad_norm: 7.7439 2021-07-06 21:05:24,204 - mmaction - INFO - Epoch [83][1780/3757] lr: 1.000e-03, eta: 3 days, 4:01:48, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0381, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5405, loss: 2.5786, grad_norm: 7.6403 2021-07-06 21:05:45,295 - mmaction - INFO - Epoch [83][1800/3757] lr: 1.000e-03, eta: 3 days, 4:01:26, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0334, top1_acc: 0.6336, top5_acc: 0.8180, loss_cls: 1.5651, loss: 2.5985, grad_norm: 7.4403 2021-07-06 21:06:06,469 - mmaction - INFO - Epoch [83][1820/3757] lr: 1.000e-03, eta: 3 days, 4:01:04, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0413, top1_acc: 0.6359, top5_acc: 0.8172, loss_cls: 1.5779, loss: 2.6191, grad_norm: 7.5999 2021-07-06 21:06:27,990 - mmaction - INFO - Epoch [83][1840/3757] lr: 1.000e-03, eta: 3 days, 4:00:42, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.0489, top1_acc: 0.6320, top5_acc: 0.8203, loss_cls: 1.5791, loss: 2.6280, grad_norm: 7.8650 2021-07-06 21:06:49,409 - mmaction - INFO - Epoch [83][1860/3757] lr: 1.000e-03, eta: 3 days, 4:00:21, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0509, top1_acc: 0.6078, top5_acc: 0.8320, loss_cls: 1.5586, loss: 2.6096, grad_norm: 7.8459 2021-07-06 21:07:10,497 - mmaction - INFO - Epoch [83][1880/3757] lr: 1.000e-03, eta: 3 days, 3:59:59, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0839, top1_acc: 0.5984, top5_acc: 0.7977, loss_cls: 1.6638, loss: 2.7477, grad_norm: 8.0024 2021-07-06 21:07:31,605 - mmaction - INFO - Epoch [83][1900/3757] lr: 1.000e-03, eta: 3 days, 3:59:37, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0918, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.6446, loss: 2.7365, grad_norm: 7.9057 2021-07-06 21:07:52,670 - mmaction - INFO - Epoch [83][1920/3757] lr: 1.000e-03, eta: 3 days, 3:59:15, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0180, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.5620, loss: 2.5800, grad_norm: 7.7308 2021-07-06 21:08:13,877 - mmaction - INFO - Epoch [83][1940/3757] lr: 1.000e-03, eta: 3 days, 3:58:53, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0447, top1_acc: 0.6242, top5_acc: 0.8187, loss_cls: 1.5729, loss: 2.6176, grad_norm: 7.7981 2021-07-06 21:08:35,005 - mmaction - INFO - Epoch [83][1960/3757] lr: 1.000e-03, eta: 3 days, 3:58:31, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0436, top1_acc: 0.6242, top5_acc: 0.8211, loss_cls: 1.6027, loss: 2.6463, grad_norm: 7.9000 2021-07-06 21:08:56,431 - mmaction - INFO - Epoch [83][1980/3757] lr: 1.000e-03, eta: 3 days, 3:58:09, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0674, top1_acc: 0.6023, top5_acc: 0.8109, loss_cls: 1.6315, loss: 2.6989, grad_norm: 7.5674 2021-07-06 21:09:17,266 - mmaction - INFO - Epoch [83][2000/3757] lr: 1.000e-03, eta: 3 days, 3:57:47, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.0701, top1_acc: 0.6039, top5_acc: 0.8203, loss_cls: 1.6714, loss: 2.7415, grad_norm: 7.9922 2021-07-06 21:09:38,305 - mmaction - INFO - Epoch [83][2020/3757] lr: 1.000e-03, eta: 3 days, 3:57:25, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.0824, top1_acc: 0.6172, top5_acc: 0.8219, loss_cls: 1.6208, loss: 2.7032, grad_norm: 7.8823 2021-07-06 21:10:00,422 - mmaction - INFO - Epoch [83][2040/3757] lr: 1.000e-03, eta: 3 days, 3:57:04, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.0758, top1_acc: 0.6109, top5_acc: 0.7992, loss_cls: 1.6432, loss: 2.7190, grad_norm: 7.8776 2021-07-06 21:10:21,387 - mmaction - INFO - Epoch [83][2060/3757] lr: 1.000e-03, eta: 3 days, 3:56:42, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0247, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5372, loss: 2.5619, grad_norm: 7.7370 2021-07-06 21:10:42,430 - mmaction - INFO - Epoch [83][2080/3757] lr: 1.000e-03, eta: 3 days, 3:56:20, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0696, top1_acc: 0.5945, top5_acc: 0.8055, loss_cls: 1.6690, loss: 2.7387, grad_norm: 7.7214 2021-07-06 21:11:03,459 - mmaction - INFO - Epoch [83][2100/3757] lr: 1.000e-03, eta: 3 days, 3:55:58, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0295, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5832, loss: 2.6127, grad_norm: 7.7343 2021-07-06 21:11:24,968 - mmaction - INFO - Epoch [83][2120/3757] lr: 1.000e-03, eta: 3 days, 3:55:36, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.5280, loss: 2.5653, grad_norm: 7.6128 2021-07-06 21:11:46,055 - mmaction - INFO - Epoch [83][2140/3757] lr: 1.000e-03, eta: 3 days, 3:55:14, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0902, top1_acc: 0.6219, top5_acc: 0.8070, loss_cls: 1.6904, loss: 2.7806, grad_norm: 7.7084 2021-07-06 21:12:07,145 - mmaction - INFO - Epoch [83][2160/3757] lr: 1.000e-03, eta: 3 days, 3:54:52, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0736, top1_acc: 0.6195, top5_acc: 0.8094, loss_cls: 1.6483, loss: 2.7219, grad_norm: 7.8028 2021-07-06 21:12:28,237 - mmaction - INFO - Epoch [83][2180/3757] lr: 1.000e-03, eta: 3 days, 3:54:30, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.1021, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.6866, loss: 2.7887, grad_norm: 7.8573 2021-07-06 21:12:49,349 - mmaction - INFO - Epoch [83][2200/3757] lr: 1.000e-03, eta: 3 days, 3:54:08, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.1263, top1_acc: 0.5805, top5_acc: 0.7961, loss_cls: 1.7725, loss: 2.8989, grad_norm: 8.1029 2021-07-06 21:13:10,622 - mmaction - INFO - Epoch [83][2220/3757] lr: 1.000e-03, eta: 3 days, 3:53:46, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0826, top1_acc: 0.6188, top5_acc: 0.8164, loss_cls: 1.6422, loss: 2.7248, grad_norm: 7.9860 2021-07-06 21:13:31,870 - mmaction - INFO - Epoch [83][2240/3757] lr: 1.000e-03, eta: 3 days, 3:53:25, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.1230, top1_acc: 0.6000, top5_acc: 0.8000, loss_cls: 1.7224, loss: 2.8454, grad_norm: 8.0062 2021-07-06 21:13:52,964 - mmaction - INFO - Epoch [83][2260/3757] lr: 1.000e-03, eta: 3 days, 3:53:03, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0523, top1_acc: 0.6102, top5_acc: 0.8187, loss_cls: 1.5977, loss: 2.6500, grad_norm: 7.6358 2021-07-06 21:14:13,810 - mmaction - INFO - Epoch [83][2280/3757] lr: 1.000e-03, eta: 3 days, 3:52:40, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.0565, top1_acc: 0.6195, top5_acc: 0.8109, loss_cls: 1.6243, loss: 2.6808, grad_norm: 7.7969 2021-07-06 21:14:35,290 - mmaction - INFO - Epoch [83][2300/3757] lr: 1.000e-03, eta: 3 days, 3:52:19, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6227, top5_acc: 0.8281, loss_cls: 1.6120, loss: 2.6640, grad_norm: 7.7586 2021-07-06 21:14:56,597 - mmaction - INFO - Epoch [83][2320/3757] lr: 1.000e-03, eta: 3 days, 3:51:57, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0266, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5794, loss: 2.6060, grad_norm: 7.5885 2021-07-06 21:15:17,584 - mmaction - INFO - Epoch [83][2340/3757] lr: 1.000e-03, eta: 3 days, 3:51:35, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.5252, loss: 2.5246, grad_norm: 7.6131 2021-07-06 21:15:38,499 - mmaction - INFO - Epoch [83][2360/3757] lr: 1.000e-03, eta: 3 days, 3:51:13, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0789, top1_acc: 0.6242, top5_acc: 0.8195, loss_cls: 1.6286, loss: 2.7075, grad_norm: 7.9300 2021-07-06 21:15:59,637 - mmaction - INFO - Epoch [83][2380/3757] lr: 1.000e-03, eta: 3 days, 3:50:51, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0822, top1_acc: 0.6055, top5_acc: 0.8227, loss_cls: 1.6462, loss: 2.7284, grad_norm: 7.7256 2021-07-06 21:16:20,891 - mmaction - INFO - Epoch [83][2400/3757] lr: 1.000e-03, eta: 3 days, 3:50:29, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6391, top5_acc: 0.8273, loss_cls: 1.5477, loss: 2.5830, grad_norm: 7.8009 2021-07-06 21:16:42,058 - mmaction - INFO - Epoch [83][2420/3757] lr: 1.000e-03, eta: 3 days, 3:50:07, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5616, loss: 2.5926, grad_norm: 7.7303 2021-07-06 21:17:03,499 - mmaction - INFO - Epoch [83][2440/3757] lr: 1.000e-03, eta: 3 days, 3:49:45, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.0573, top1_acc: 0.6195, top5_acc: 0.8133, loss_cls: 1.5924, loss: 2.6497, grad_norm: 7.8410 2021-07-06 21:17:24,782 - mmaction - INFO - Epoch [83][2460/3757] lr: 1.000e-03, eta: 3 days, 3:49:24, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0231, top1_acc: 0.6297, top5_acc: 0.8320, loss_cls: 1.5558, loss: 2.5789, grad_norm: 7.7327 2021-07-06 21:17:45,893 - mmaction - INFO - Epoch [83][2480/3757] lr: 1.000e-03, eta: 3 days, 3:49:02, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0336, top1_acc: 0.6211, top5_acc: 0.8195, loss_cls: 1.5731, loss: 2.6067, grad_norm: 7.6360 2021-07-06 21:18:06,934 - mmaction - INFO - Epoch [83][2500/3757] lr: 1.000e-03, eta: 3 days, 3:48:40, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0469, top1_acc: 0.6297, top5_acc: 0.8180, loss_cls: 1.5969, loss: 2.6439, grad_norm: 7.8918 2021-07-06 21:18:28,767 - mmaction - INFO - Epoch [83][2520/3757] lr: 1.000e-03, eta: 3 days, 3:48:18, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.1256, top1_acc: 0.6023, top5_acc: 0.7961, loss_cls: 1.7455, loss: 2.8710, grad_norm: 7.7683 2021-07-06 21:18:49,670 - mmaction - INFO - Epoch [83][2540/3757] lr: 1.000e-03, eta: 3 days, 3:47:56, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0766, top1_acc: 0.6148, top5_acc: 0.8039, loss_cls: 1.6563, loss: 2.7328, grad_norm: 7.7885 2021-07-06 21:19:10,873 - mmaction - INFO - Epoch [83][2560/3757] lr: 1.000e-03, eta: 3 days, 3:47:34, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0525, top1_acc: 0.6164, top5_acc: 0.8133, loss_cls: 1.6256, loss: 2.6781, grad_norm: 7.7790 2021-07-06 21:19:33,455 - mmaction - INFO - Epoch [83][2580/3757] lr: 1.000e-03, eta: 3 days, 3:47:14, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 1.0549, top1_acc: 0.6055, top5_acc: 0.8148, loss_cls: 1.6524, loss: 2.7073, grad_norm: 7.8554 2021-07-06 21:19:55,335 - mmaction - INFO - Epoch [83][2600/3757] lr: 1.000e-03, eta: 3 days, 3:46:52, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0672, top1_acc: 0.6016, top5_acc: 0.8125, loss_cls: 1.6338, loss: 2.7010, grad_norm: 7.8617 2021-07-06 21:20:16,341 - mmaction - INFO - Epoch [83][2620/3757] lr: 1.000e-03, eta: 3 days, 3:46:30, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0884, top1_acc: 0.6094, top5_acc: 0.8047, loss_cls: 1.6739, loss: 2.7622, grad_norm: 7.8033 2021-07-06 21:20:37,510 - mmaction - INFO - Epoch [83][2640/3757] lr: 1.000e-03, eta: 3 days, 3:46:08, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0602, top1_acc: 0.6109, top5_acc: 0.8109, loss_cls: 1.6207, loss: 2.6809, grad_norm: 7.7311 2021-07-06 21:20:58,529 - mmaction - INFO - Epoch [83][2660/3757] lr: 1.000e-03, eta: 3 days, 3:45:46, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.1336, top1_acc: 0.5969, top5_acc: 0.7937, loss_cls: 1.7948, loss: 2.9284, grad_norm: 7.8850 2021-07-06 21:21:19,754 - mmaction - INFO - Epoch [83][2680/3757] lr: 1.000e-03, eta: 3 days, 3:45:24, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0678, top1_acc: 0.6195, top5_acc: 0.8172, loss_cls: 1.6331, loss: 2.7009, grad_norm: 7.8534 2021-07-06 21:21:40,915 - mmaction - INFO - Epoch [83][2700/3757] lr: 1.000e-03, eta: 3 days, 3:45:02, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0606, top1_acc: 0.6148, top5_acc: 0.8219, loss_cls: 1.6400, loss: 2.7007, grad_norm: 7.8535 2021-07-06 21:22:02,840 - mmaction - INFO - Epoch [83][2720/3757] lr: 1.000e-03, eta: 3 days, 3:44:41, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.0344, top1_acc: 0.6344, top5_acc: 0.8203, loss_cls: 1.5397, loss: 2.5742, grad_norm: 7.5104 2021-07-06 21:22:23,831 - mmaction - INFO - Epoch [83][2740/3757] lr: 1.000e-03, eta: 3 days, 3:44:19, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0578, top1_acc: 0.6289, top5_acc: 0.8164, loss_cls: 1.5887, loss: 2.6466, grad_norm: 7.7358 2021-07-06 21:22:44,913 - mmaction - INFO - Epoch [83][2760/3757] lr: 1.000e-03, eta: 3 days, 3:43:57, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6352, top5_acc: 0.8016, loss_cls: 1.5958, loss: 2.6478, grad_norm: 7.6060 2021-07-06 21:23:06,093 - mmaction - INFO - Epoch [83][2780/3757] lr: 1.000e-03, eta: 3 days, 3:43:35, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0933, top1_acc: 0.5938, top5_acc: 0.7969, loss_cls: 1.7025, loss: 2.7958, grad_norm: 7.7594 2021-07-06 21:23:27,230 - mmaction - INFO - Epoch [83][2800/3757] lr: 1.000e-03, eta: 3 days, 3:43:13, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0426, top1_acc: 0.6234, top5_acc: 0.8359, loss_cls: 1.5688, loss: 2.6114, grad_norm: 7.8535 2021-07-06 21:23:48,606 - mmaction - INFO - Epoch [83][2820/3757] lr: 1.000e-03, eta: 3 days, 3:42:52, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.0769, top1_acc: 0.6305, top5_acc: 0.8063, loss_cls: 1.6195, loss: 2.6965, grad_norm: 7.5433 2021-07-06 21:24:10,509 - mmaction - INFO - Epoch [83][2840/3757] lr: 1.000e-03, eta: 3 days, 3:42:30, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.0373, top1_acc: 0.6359, top5_acc: 0.8211, loss_cls: 1.5664, loss: 2.6037, grad_norm: 7.6185 2021-07-06 21:24:31,919 - mmaction - INFO - Epoch [83][2860/3757] lr: 1.000e-03, eta: 3 days, 3:42:08, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.0737, top1_acc: 0.6109, top5_acc: 0.8109, loss_cls: 1.6438, loss: 2.7174, grad_norm: 7.7589 2021-07-06 21:24:52,927 - mmaction - INFO - Epoch [83][2880/3757] lr: 1.000e-03, eta: 3 days, 3:41:46, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0582, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.6093, loss: 2.6675, grad_norm: 7.7990 2021-07-06 21:25:14,021 - mmaction - INFO - Epoch [83][2900/3757] lr: 1.000e-03, eta: 3 days, 3:41:24, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0812, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.6542, loss: 2.7354, grad_norm: 7.9890 2021-07-06 21:25:35,316 - mmaction - INFO - Epoch [83][2920/3757] lr: 1.000e-03, eta: 3 days, 3:41:03, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.1171, top1_acc: 0.5992, top5_acc: 0.8039, loss_cls: 1.7180, loss: 2.8351, grad_norm: 7.7322 2021-07-06 21:25:56,608 - mmaction - INFO - Epoch [83][2940/3757] lr: 1.000e-03, eta: 3 days, 3:40:41, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0076, top1_acc: 0.6258, top5_acc: 0.8297, loss_cls: 1.5430, loss: 2.5506, grad_norm: 8.0654 2021-07-06 21:26:17,488 - mmaction - INFO - Epoch [83][2960/3757] lr: 1.000e-03, eta: 3 days, 3:40:19, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.0921, top1_acc: 0.6023, top5_acc: 0.8078, loss_cls: 1.6873, loss: 2.7794, grad_norm: 7.8749 2021-07-06 21:26:40,179 - mmaction - INFO - Epoch [83][2980/3757] lr: 1.000e-03, eta: 3 days, 3:39:58, time: 1.137, data_time: 0.004, memory: 6921, loss_aux: 1.0368, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5630, loss: 2.5998, grad_norm: 7.7217 2021-07-06 21:27:00,834 - mmaction - INFO - Epoch [83][3000/3757] lr: 1.000e-03, eta: 3 days, 3:39:36, time: 1.031, data_time: 0.002, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6062, top5_acc: 0.8266, loss_cls: 1.6624, loss: 2.7115, grad_norm: 8.0371 2021-07-06 21:27:21,957 - mmaction - INFO - Epoch [83][3020/3757] lr: 1.000e-03, eta: 3 days, 3:39:14, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0385, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.5681, loss: 2.6066, grad_norm: 7.4863 2021-07-06 21:27:43,044 - mmaction - INFO - Epoch [83][3040/3757] lr: 1.000e-03, eta: 3 days, 3:38:52, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0764, top1_acc: 0.5961, top5_acc: 0.8141, loss_cls: 1.6767, loss: 2.7530, grad_norm: 7.8491 2021-07-06 21:28:04,351 - mmaction - INFO - Epoch [83][3060/3757] lr: 1.000e-03, eta: 3 days, 3:38:30, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0709, top1_acc: 0.6297, top5_acc: 0.8148, loss_cls: 1.6076, loss: 2.6785, grad_norm: 7.8274 2021-07-06 21:28:25,422 - mmaction - INFO - Epoch [83][3080/3757] lr: 1.000e-03, eta: 3 days, 3:38:08, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6328, top5_acc: 0.8109, loss_cls: 1.6228, loss: 2.6870, grad_norm: 7.7463 2021-07-06 21:28:46,536 - mmaction - INFO - Epoch [83][3100/3757] lr: 1.000e-03, eta: 3 days, 3:37:46, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6242, top5_acc: 0.8492, loss_cls: 1.4932, loss: 2.4906, grad_norm: 7.5257 2021-07-06 21:29:07,812 - mmaction - INFO - Epoch [83][3120/3757] lr: 1.000e-03, eta: 3 days, 3:37:24, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0657, top1_acc: 0.6258, top5_acc: 0.8133, loss_cls: 1.6012, loss: 2.6669, grad_norm: 7.8462 2021-07-06 21:29:29,892 - mmaction - INFO - Epoch [83][3140/3757] lr: 1.000e-03, eta: 3 days, 3:37:03, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.0290, top1_acc: 0.6289, top5_acc: 0.8148, loss_cls: 1.5913, loss: 2.6203, grad_norm: 7.7716 2021-07-06 21:29:51,031 - mmaction - INFO - Epoch [83][3160/3757] lr: 1.000e-03, eta: 3 days, 3:36:41, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0760, top1_acc: 0.6148, top5_acc: 0.8008, loss_cls: 1.6574, loss: 2.7334, grad_norm: 7.7820 2021-07-06 21:30:12,189 - mmaction - INFO - Epoch [83][3180/3757] lr: 1.000e-03, eta: 3 days, 3:36:19, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0899, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6712, loss: 2.7611, grad_norm: 7.8321 2021-07-06 21:30:33,353 - mmaction - INFO - Epoch [83][3200/3757] lr: 1.000e-03, eta: 3 days, 3:35:57, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0578, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5882, loss: 2.6459, grad_norm: 7.8697 2021-07-06 21:30:54,691 - mmaction - INFO - Epoch [83][3220/3757] lr: 1.000e-03, eta: 3 days, 3:35:36, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0724, top1_acc: 0.6070, top5_acc: 0.8086, loss_cls: 1.6744, loss: 2.7467, grad_norm: 7.9158 2021-07-06 21:31:15,869 - mmaction - INFO - Epoch [83][3240/3757] lr: 1.000e-03, eta: 3 days, 3:35:14, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0541, top1_acc: 0.6266, top5_acc: 0.8195, loss_cls: 1.6144, loss: 2.6685, grad_norm: 7.6621 2021-07-06 21:31:37,532 - mmaction - INFO - Epoch [83][3260/3757] lr: 1.000e-03, eta: 3 days, 3:34:52, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.1022, top1_acc: 0.5953, top5_acc: 0.8063, loss_cls: 1.7353, loss: 2.8374, grad_norm: 7.9779 2021-07-06 21:31:58,669 - mmaction - INFO - Epoch [83][3280/3757] lr: 1.000e-03, eta: 3 days, 3:34:30, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0660, top1_acc: 0.6141, top5_acc: 0.8281, loss_cls: 1.6299, loss: 2.6960, grad_norm: 7.9702 2021-07-06 21:32:19,812 - mmaction - INFO - Epoch [83][3300/3757] lr: 1.000e-03, eta: 3 days, 3:34:08, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0655, top1_acc: 0.6102, top5_acc: 0.8172, loss_cls: 1.6270, loss: 2.6925, grad_norm: 7.8782 2021-07-06 21:32:41,474 - mmaction - INFO - Epoch [83][3320/3757] lr: 1.000e-03, eta: 3 days, 3:33:47, time: 1.085, data_time: 0.048, memory: 6921, loss_aux: 1.0713, top1_acc: 0.6086, top5_acc: 0.7930, loss_cls: 1.6838, loss: 2.7550, grad_norm: 7.7011 2021-07-06 21:33:02,486 - mmaction - INFO - Epoch [83][3340/3757] lr: 1.000e-03, eta: 3 days, 3:33:25, time: 1.051, data_time: 0.007, memory: 6921, loss_aux: 1.0580, top1_acc: 0.6352, top5_acc: 0.8102, loss_cls: 1.6302, loss: 2.6881, grad_norm: 7.7573 2021-07-06 21:33:23,930 - mmaction - INFO - Epoch [83][3360/3757] lr: 1.000e-03, eta: 3 days, 3:33:03, time: 1.071, data_time: 0.018, memory: 6921, loss_aux: 1.0531, top1_acc: 0.6484, top5_acc: 0.8133, loss_cls: 1.6015, loss: 2.6547, grad_norm: 7.6589 2021-07-06 21:33:45,080 - mmaction - INFO - Epoch [83][3380/3757] lr: 1.000e-03, eta: 3 days, 3:32:41, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6367, top5_acc: 0.8219, loss_cls: 1.5539, loss: 2.5858, grad_norm: 7.4071 2021-07-06 21:34:06,048 - mmaction - INFO - Epoch [83][3400/3757] lr: 1.000e-03, eta: 3 days, 3:32:19, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0081, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5024, loss: 2.5106, grad_norm: 7.6527 2021-07-06 21:34:27,129 - mmaction - INFO - Epoch [83][3420/3757] lr: 1.000e-03, eta: 3 days, 3:31:57, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4470, loss: 2.4450, grad_norm: 7.5127 2021-07-06 21:34:48,300 - mmaction - INFO - Epoch [83][3440/3757] lr: 1.000e-03, eta: 3 days, 3:31:35, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0749, top1_acc: 0.6133, top5_acc: 0.8187, loss_cls: 1.6506, loss: 2.7255, grad_norm: 7.8533 2021-07-06 21:35:09,285 - mmaction - INFO - Epoch [83][3460/3757] lr: 1.000e-03, eta: 3 days, 3:31:13, time: 1.051, data_time: 0.008, memory: 6921, loss_aux: 1.0756, top1_acc: 0.6211, top5_acc: 0.8109, loss_cls: 1.6422, loss: 2.7179, grad_norm: 7.8421 2021-07-06 21:35:30,913 - mmaction - INFO - Epoch [83][3480/3757] lr: 1.000e-03, eta: 3 days, 3:30:52, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.0785, top1_acc: 0.6148, top5_acc: 0.8070, loss_cls: 1.6875, loss: 2.7660, grad_norm: 7.7646 2021-07-06 21:35:52,036 - mmaction - INFO - Epoch [83][3500/3757] lr: 1.000e-03, eta: 3 days, 3:30:30, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0411, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6203, loss: 2.6614, grad_norm: 7.6863 2021-07-06 21:36:13,022 - mmaction - INFO - Epoch [83][3520/3757] lr: 1.000e-03, eta: 3 days, 3:30:08, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0794, top1_acc: 0.6312, top5_acc: 0.8227, loss_cls: 1.6315, loss: 2.7108, grad_norm: 7.8860 2021-07-06 21:36:34,389 - mmaction - INFO - Epoch [83][3540/3757] lr: 1.000e-03, eta: 3 days, 3:29:46, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0538, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5708, loss: 2.6246, grad_norm: 7.7674 2021-07-06 21:36:55,355 - mmaction - INFO - Epoch [83][3560/3757] lr: 1.000e-03, eta: 3 days, 3:29:24, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0718, top1_acc: 0.6242, top5_acc: 0.8180, loss_cls: 1.6240, loss: 2.6959, grad_norm: 7.6692 2021-07-06 21:37:16,481 - mmaction - INFO - Epoch [83][3580/3757] lr: 1.000e-03, eta: 3 days, 3:29:02, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0788, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6196, loss: 2.6984, grad_norm: 7.8638 2021-07-06 21:37:38,225 - mmaction - INFO - Epoch [83][3600/3757] lr: 1.000e-03, eta: 3 days, 3:28:40, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.0766, top1_acc: 0.6188, top5_acc: 0.8117, loss_cls: 1.6253, loss: 2.7020, grad_norm: 7.8638 2021-07-06 21:37:59,449 - mmaction - INFO - Epoch [83][3620/3757] lr: 1.000e-03, eta: 3 days, 3:28:19, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0604, top1_acc: 0.6125, top5_acc: 0.8117, loss_cls: 1.6371, loss: 2.6975, grad_norm: 8.0135 2021-07-06 21:38:20,718 - mmaction - INFO - Epoch [83][3640/3757] lr: 1.000e-03, eta: 3 days, 3:27:57, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0636, top1_acc: 0.6172, top5_acc: 0.8203, loss_cls: 1.6088, loss: 2.6725, grad_norm: 8.0066 2021-07-06 21:38:41,723 - mmaction - INFO - Epoch [83][3660/3757] lr: 1.000e-03, eta: 3 days, 3:27:35, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0350, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.5353, loss: 2.5702, grad_norm: 7.6507 2021-07-06 21:39:03,138 - mmaction - INFO - Epoch [83][3680/3757] lr: 1.000e-03, eta: 3 days, 3:27:13, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5328, loss: 2.5456, grad_norm: 7.8301 2021-07-06 21:39:24,925 - mmaction - INFO - Epoch [83][3700/3757] lr: 1.000e-03, eta: 3 days, 3:26:52, time: 1.091, data_time: 0.006, memory: 6921, loss_aux: 1.0531, top1_acc: 0.6430, top5_acc: 0.8187, loss_cls: 1.5773, loss: 2.6304, grad_norm: 7.7827 2021-07-06 21:39:46,257 - mmaction - INFO - Epoch [83][3720/3757] lr: 1.000e-03, eta: 3 days, 3:26:30, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.1285, top1_acc: 0.6016, top5_acc: 0.8086, loss_cls: 1.7013, loss: 2.8298, grad_norm: 8.0244 2021-07-06 21:40:07,263 - mmaction - INFO - Epoch [83][3740/3757] lr: 1.000e-03, eta: 3 days, 3:26:08, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0478, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6162, loss: 2.6640, grad_norm: 7.8332 2021-07-06 21:40:26,166 - mmaction - INFO - Saving checkpoint at 83 epochs 2021-07-06 21:41:29,420 - mmaction - INFO - Epoch [84][20/3757] lr: 1.000e-03, eta: 3 days, 3:25:45, time: 3.078, data_time: 2.034, memory: 6921, loss_aux: 1.0761, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6685, loss: 2.7446, grad_norm: 7.7599 2021-07-06 21:41:50,733 - mmaction - INFO - Epoch [84][40/3757] lr: 1.000e-03, eta: 3 days, 3:25:24, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0200, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.5144, loss: 2.5344, grad_norm: 7.5470 2021-07-06 21:42:12,013 - mmaction - INFO - Epoch [84][60/3757] lr: 1.000e-03, eta: 3 days, 3:25:02, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0822, top1_acc: 0.6336, top5_acc: 0.8187, loss_cls: 1.5910, loss: 2.6732, grad_norm: 7.6446 2021-07-06 21:42:33,591 - mmaction - INFO - Epoch [84][80/3757] lr: 1.000e-03, eta: 3 days, 3:24:40, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.0440, top1_acc: 0.6188, top5_acc: 0.8187, loss_cls: 1.5859, loss: 2.6300, grad_norm: 7.7070 2021-07-06 21:42:55,069 - mmaction - INFO - Epoch [84][100/3757] lr: 1.000e-03, eta: 3 days, 3:24:19, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0795, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.6308, loss: 2.7103, grad_norm: 7.9863 2021-07-06 21:43:16,266 - mmaction - INFO - Epoch [84][120/3757] lr: 1.000e-03, eta: 3 days, 3:23:57, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0926, top1_acc: 0.6117, top5_acc: 0.8125, loss_cls: 1.6285, loss: 2.7212, grad_norm: 8.1311 2021-07-06 21:43:38,319 - mmaction - INFO - Epoch [84][140/3757] lr: 1.000e-03, eta: 3 days, 3:23:35, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.0140, top1_acc: 0.6430, top5_acc: 0.8250, loss_cls: 1.4968, loss: 2.5108, grad_norm: 7.5841 2021-07-06 21:43:59,396 - mmaction - INFO - Epoch [84][160/3757] lr: 1.000e-03, eta: 3 days, 3:23:13, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9992, top1_acc: 0.6469, top5_acc: 0.8562, loss_cls: 1.4520, loss: 2.4512, grad_norm: 7.4642 2021-07-06 21:44:21,265 - mmaction - INFO - Epoch [84][180/3757] lr: 1.000e-03, eta: 3 days, 3:22:52, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.0241, top1_acc: 0.6516, top5_acc: 0.8320, loss_cls: 1.5194, loss: 2.5434, grad_norm: 7.6547 2021-07-06 21:44:42,690 - mmaction - INFO - Epoch [84][200/3757] lr: 1.000e-03, eta: 3 days, 3:22:30, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.5247, loss: 2.5547, grad_norm: 7.8486 2021-07-06 21:45:03,755 - mmaction - INFO - Epoch [84][220/3757] lr: 1.000e-03, eta: 3 days, 3:22:08, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0488, top1_acc: 0.6234, top5_acc: 0.8063, loss_cls: 1.6128, loss: 2.6616, grad_norm: 7.7892 2021-07-06 21:45:24,817 - mmaction - INFO - Epoch [84][240/3757] lr: 1.000e-03, eta: 3 days, 3:21:46, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0603, top1_acc: 0.6203, top5_acc: 0.8219, loss_cls: 1.5979, loss: 2.6582, grad_norm: 7.9239 2021-07-06 21:45:45,871 - mmaction - INFO - Epoch [84][260/3757] lr: 1.000e-03, eta: 3 days, 3:21:24, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0719, top1_acc: 0.6125, top5_acc: 0.8305, loss_cls: 1.6239, loss: 2.6958, grad_norm: 7.9175 2021-07-06 21:46:07,066 - mmaction - INFO - Epoch [84][280/3757] lr: 1.000e-03, eta: 3 days, 3:21:03, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0603, top1_acc: 0.6172, top5_acc: 0.8016, loss_cls: 1.6509, loss: 2.7112, grad_norm: 8.0053 2021-07-06 21:46:28,340 - mmaction - INFO - Epoch [84][300/3757] lr: 1.000e-03, eta: 3 days, 3:20:41, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6148, top5_acc: 0.8320, loss_cls: 1.5620, loss: 2.5813, grad_norm: 7.6736 2021-07-06 21:46:49,408 - mmaction - INFO - Epoch [84][320/3757] lr: 1.000e-03, eta: 3 days, 3:20:19, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0731, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.6174, loss: 2.6904, grad_norm: 7.7637 2021-07-06 21:47:10,543 - mmaction - INFO - Epoch [84][340/3757] lr: 1.000e-03, eta: 3 days, 3:19:57, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0398, top1_acc: 0.6383, top5_acc: 0.8219, loss_cls: 1.5870, loss: 2.6269, grad_norm: 7.7178 2021-07-06 21:47:31,576 - mmaction - INFO - Epoch [84][360/3757] lr: 1.000e-03, eta: 3 days, 3:19:35, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0747, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.6393, loss: 2.7139, grad_norm: 7.9870 2021-07-06 21:47:53,081 - mmaction - INFO - Epoch [84][380/3757] lr: 1.000e-03, eta: 3 days, 3:19:13, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0486, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5616, loss: 2.6102, grad_norm: 7.7332 2021-07-06 21:48:14,297 - mmaction - INFO - Epoch [84][400/3757] lr: 1.000e-03, eta: 3 days, 3:18:51, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0632, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.6401, loss: 2.7033, grad_norm: 7.8551 2021-07-06 21:48:35,542 - mmaction - INFO - Epoch [84][420/3757] lr: 1.000e-03, eta: 3 days, 3:18:29, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0835, top1_acc: 0.6219, top5_acc: 0.8133, loss_cls: 1.6630, loss: 2.7465, grad_norm: 8.0684 2021-07-06 21:48:56,640 - mmaction - INFO - Epoch [84][440/3757] lr: 1.000e-03, eta: 3 days, 3:18:07, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0402, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.6003, loss: 2.6405, grad_norm: 7.7643 2021-07-06 21:49:17,882 - mmaction - INFO - Epoch [84][460/3757] lr: 1.000e-03, eta: 3 days, 3:17:46, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.0739, top1_acc: 0.6281, top5_acc: 0.8102, loss_cls: 1.6438, loss: 2.7178, grad_norm: 7.7412 2021-07-06 21:49:38,941 - mmaction - INFO - Epoch [84][480/3757] lr: 1.000e-03, eta: 3 days, 3:17:24, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0728, top1_acc: 0.6008, top5_acc: 0.7992, loss_cls: 1.6861, loss: 2.7589, grad_norm: 7.9684 2021-07-06 21:50:00,188 - mmaction - INFO - Epoch [84][500/3757] lr: 1.000e-03, eta: 3 days, 3:17:02, time: 1.064, data_time: 0.007, memory: 6921, loss_aux: 1.0454, top1_acc: 0.6125, top5_acc: 0.8164, loss_cls: 1.6062, loss: 2.6516, grad_norm: 7.8906 2021-07-06 21:50:21,344 - mmaction - INFO - Epoch [84][520/3757] lr: 1.000e-03, eta: 3 days, 3:16:40, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0328, top1_acc: 0.6305, top5_acc: 0.8187, loss_cls: 1.5474, loss: 2.5802, grad_norm: 7.5477 2021-07-06 21:50:42,420 - mmaction - INFO - Epoch [84][540/3757] lr: 1.000e-03, eta: 3 days, 3:16:18, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0203, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.5041, loss: 2.5244, grad_norm: 7.6304 2021-07-06 21:51:03,412 - mmaction - INFO - Epoch [84][560/3757] lr: 1.000e-03, eta: 3 days, 3:15:56, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0666, top1_acc: 0.6141, top5_acc: 0.8086, loss_cls: 1.6374, loss: 2.7040, grad_norm: 7.7265 2021-07-06 21:51:25,115 - mmaction - INFO - Epoch [84][580/3757] lr: 1.000e-03, eta: 3 days, 3:15:34, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.0287, top1_acc: 0.6484, top5_acc: 0.8313, loss_cls: 1.5048, loss: 2.5335, grad_norm: 7.7071 2021-07-06 21:51:46,780 - mmaction - INFO - Epoch [84][600/3757] lr: 1.000e-03, eta: 3 days, 3:15:13, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.0850, top1_acc: 0.6211, top5_acc: 0.8164, loss_cls: 1.6757, loss: 2.7607, grad_norm: 7.8954 2021-07-06 21:52:07,944 - mmaction - INFO - Epoch [84][620/3757] lr: 1.000e-03, eta: 3 days, 3:14:51, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.1081, top1_acc: 0.5953, top5_acc: 0.8102, loss_cls: 1.7089, loss: 2.8169, grad_norm: 8.0128 2021-07-06 21:52:29,060 - mmaction - INFO - Epoch [84][640/3757] lr: 1.000e-03, eta: 3 days, 3:14:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0905, top1_acc: 0.6008, top5_acc: 0.8219, loss_cls: 1.6365, loss: 2.7270, grad_norm: 8.0162 2021-07-06 21:52:50,239 - mmaction - INFO - Epoch [84][660/3757] lr: 1.000e-03, eta: 3 days, 3:14:07, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0561, top1_acc: 0.6070, top5_acc: 0.8203, loss_cls: 1.6187, loss: 2.6748, grad_norm: 7.7826 2021-07-06 21:53:11,495 - mmaction - INFO - Epoch [84][680/3757] lr: 1.000e-03, eta: 3 days, 3:13:45, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.6239, loss: 2.6835, grad_norm: 7.7183 2021-07-06 21:53:32,358 - mmaction - INFO - Epoch [84][700/3757] lr: 1.000e-03, eta: 3 days, 3:13:23, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0729, top1_acc: 0.6062, top5_acc: 0.8180, loss_cls: 1.5793, loss: 2.6522, grad_norm: 7.5703 2021-07-06 21:53:54,433 - mmaction - INFO - Epoch [84][720/3757] lr: 1.000e-03, eta: 3 days, 3:13:02, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.0615, top1_acc: 0.6188, top5_acc: 0.8172, loss_cls: 1.6536, loss: 2.7151, grad_norm: 7.8724 2021-07-06 21:54:15,368 - mmaction - INFO - Epoch [84][740/3757] lr: 1.000e-03, eta: 3 days, 3:12:40, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0577, top1_acc: 0.6258, top5_acc: 0.8141, loss_cls: 1.6135, loss: 2.6713, grad_norm: 7.5558 2021-07-06 21:54:36,437 - mmaction - INFO - Epoch [84][760/3757] lr: 1.000e-03, eta: 3 days, 3:12:18, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0523, top1_acc: 0.6203, top5_acc: 0.8242, loss_cls: 1.5771, loss: 2.6294, grad_norm: 7.6581 2021-07-06 21:54:57,435 - mmaction - INFO - Epoch [84][780/3757] lr: 1.000e-03, eta: 3 days, 3:11:56, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0551, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.5811, loss: 2.6362, grad_norm: 7.7605 2021-07-06 21:55:18,689 - mmaction - INFO - Epoch [84][800/3757] lr: 1.000e-03, eta: 3 days, 3:11:34, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0861, top1_acc: 0.6297, top5_acc: 0.8148, loss_cls: 1.6272, loss: 2.7133, grad_norm: 7.8025 2021-07-06 21:55:39,943 - mmaction - INFO - Epoch [84][820/3757] lr: 1.000e-03, eta: 3 days, 3:11:12, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0994, top1_acc: 0.6000, top5_acc: 0.8094, loss_cls: 1.7213, loss: 2.8207, grad_norm: 8.1162 2021-07-06 21:56:01,223 - mmaction - INFO - Epoch [84][840/3757] lr: 1.000e-03, eta: 3 days, 3:10:50, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0619, top1_acc: 0.6414, top5_acc: 0.8234, loss_cls: 1.5795, loss: 2.6414, grad_norm: 7.7168 2021-07-06 21:56:22,301 - mmaction - INFO - Epoch [84][860/3757] lr: 1.000e-03, eta: 3 days, 3:10:28, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0369, top1_acc: 0.6242, top5_acc: 0.8328, loss_cls: 1.5838, loss: 2.6207, grad_norm: 7.8188 2021-07-06 21:56:43,506 - mmaction - INFO - Epoch [84][880/3757] lr: 1.000e-03, eta: 3 days, 3:10:06, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0700, top1_acc: 0.6219, top5_acc: 0.8203, loss_cls: 1.6112, loss: 2.6812, grad_norm: 7.8134 2021-07-06 21:57:04,641 - mmaction - INFO - Epoch [84][900/3757] lr: 1.000e-03, eta: 3 days, 3:09:45, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0432, top1_acc: 0.6320, top5_acc: 0.8125, loss_cls: 1.5920, loss: 2.6352, grad_norm: 7.6824 2021-07-06 21:57:26,412 - mmaction - INFO - Epoch [84][920/3757] lr: 1.000e-03, eta: 3 days, 3:09:23, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0957, top1_acc: 0.6078, top5_acc: 0.8125, loss_cls: 1.6550, loss: 2.7508, grad_norm: 8.1938 2021-07-06 21:57:48,365 - mmaction - INFO - Epoch [84][940/3757] lr: 1.000e-03, eta: 3 days, 3:09:02, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.1097, top1_acc: 0.5961, top5_acc: 0.7992, loss_cls: 1.6950, loss: 2.8048, grad_norm: 7.9281 2021-07-06 21:58:09,415 - mmaction - INFO - Epoch [84][960/3757] lr: 1.000e-03, eta: 3 days, 3:08:40, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0386, top1_acc: 0.6195, top5_acc: 0.8227, loss_cls: 1.5831, loss: 2.6217, grad_norm: 7.8069 2021-07-06 21:58:30,568 - mmaction - INFO - Epoch [84][980/3757] lr: 1.000e-03, eta: 3 days, 3:08:18, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0473, top1_acc: 0.6109, top5_acc: 0.8063, loss_cls: 1.6151, loss: 2.6623, grad_norm: 7.6516 2021-07-06 21:58:51,838 - mmaction - INFO - Epoch [84][1000/3757] lr: 1.000e-03, eta: 3 days, 3:07:56, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.0868, top1_acc: 0.5945, top5_acc: 0.8133, loss_cls: 1.6741, loss: 2.7610, grad_norm: 7.8639 2021-07-06 21:59:12,823 - mmaction - INFO - Epoch [84][1020/3757] lr: 1.000e-03, eta: 3 days, 3:07:34, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0541, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5528, loss: 2.6069, grad_norm: 7.6218 2021-07-06 21:59:33,930 - mmaction - INFO - Epoch [84][1040/3757] lr: 1.000e-03, eta: 3 days, 3:07:12, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0602, top1_acc: 0.6281, top5_acc: 0.8273, loss_cls: 1.5824, loss: 2.6426, grad_norm: 7.7694 2021-07-06 21:59:55,176 - mmaction - INFO - Epoch [84][1060/3757] lr: 1.000e-03, eta: 3 days, 3:06:50, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0747, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.6478, loss: 2.7225, grad_norm: 7.7490 2021-07-06 22:00:16,680 - mmaction - INFO - Epoch [84][1080/3757] lr: 1.000e-03, eta: 3 days, 3:06:29, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0723, top1_acc: 0.6070, top5_acc: 0.8094, loss_cls: 1.6172, loss: 2.6895, grad_norm: 7.9540 2021-07-06 22:00:38,009 - mmaction - INFO - Epoch [84][1100/3757] lr: 1.000e-03, eta: 3 days, 3:06:07, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.0668, top1_acc: 0.6086, top5_acc: 0.8148, loss_cls: 1.6570, loss: 2.7238, grad_norm: 7.8495 2021-07-06 22:00:58,996 - mmaction - INFO - Epoch [84][1120/3757] lr: 1.000e-03, eta: 3 days, 3:05:45, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0751, top1_acc: 0.6148, top5_acc: 0.8039, loss_cls: 1.6681, loss: 2.7431, grad_norm: 7.9346 2021-07-06 22:01:20,030 - mmaction - INFO - Epoch [84][1140/3757] lr: 1.000e-03, eta: 3 days, 3:05:23, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.0178, top1_acc: 0.6242, top5_acc: 0.8391, loss_cls: 1.5348, loss: 2.5526, grad_norm: 7.7873 2021-07-06 22:01:41,201 - mmaction - INFO - Epoch [84][1160/3757] lr: 1.000e-03, eta: 3 days, 3:05:01, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0011, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5178, loss: 2.5189, grad_norm: 7.5053 2021-07-06 22:02:02,485 - mmaction - INFO - Epoch [84][1180/3757] lr: 1.000e-03, eta: 3 days, 3:04:39, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.1074, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7176, loss: 2.8251, grad_norm: 8.2050 2021-07-06 22:02:24,145 - mmaction - INFO - Epoch [84][1200/3757] lr: 1.000e-03, eta: 3 days, 3:04:18, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.0729, top1_acc: 0.6297, top5_acc: 0.8141, loss_cls: 1.6213, loss: 2.6941, grad_norm: 7.9437 2021-07-06 22:02:45,135 - mmaction - INFO - Epoch [84][1220/3757] lr: 1.000e-03, eta: 3 days, 3:03:56, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6141, top5_acc: 0.8414, loss_cls: 1.5441, loss: 2.5573, grad_norm: 7.6330 2021-07-06 22:03:06,501 - mmaction - INFO - Epoch [84][1240/3757] lr: 1.000e-03, eta: 3 days, 3:03:34, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0696, top1_acc: 0.5914, top5_acc: 0.8023, loss_cls: 1.7002, loss: 2.7697, grad_norm: 8.0254 2021-07-06 22:03:28,840 - mmaction - INFO - Epoch [84][1260/3757] lr: 1.000e-03, eta: 3 days, 3:03:13, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 1.0782, top1_acc: 0.6125, top5_acc: 0.8133, loss_cls: 1.6332, loss: 2.7115, grad_norm: 7.9847 2021-07-06 22:03:49,854 - mmaction - INFO - Epoch [84][1280/3757] lr: 1.000e-03, eta: 3 days, 3:02:51, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0742, top1_acc: 0.6133, top5_acc: 0.8070, loss_cls: 1.6351, loss: 2.7093, grad_norm: 7.8321 2021-07-06 22:04:10,744 - mmaction - INFO - Epoch [84][1300/3757] lr: 1.000e-03, eta: 3 days, 3:02:29, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0744, top1_acc: 0.6414, top5_acc: 0.8102, loss_cls: 1.6384, loss: 2.7128, grad_norm: 7.7344 2021-07-06 22:04:31,662 - mmaction - INFO - Epoch [84][1320/3757] lr: 1.000e-03, eta: 3 days, 3:02:07, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0980, top1_acc: 0.6086, top5_acc: 0.8078, loss_cls: 1.6797, loss: 2.7777, grad_norm: 8.0135 2021-07-06 22:04:52,790 - mmaction - INFO - Epoch [84][1340/3757] lr: 1.000e-03, eta: 3 days, 3:01:45, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0733, top1_acc: 0.6039, top5_acc: 0.8180, loss_cls: 1.6631, loss: 2.7364, grad_norm: 7.9111 2021-07-06 22:05:13,910 - mmaction - INFO - Epoch [84][1360/3757] lr: 1.000e-03, eta: 3 days, 3:01:23, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0650, top1_acc: 0.6047, top5_acc: 0.8227, loss_cls: 1.6362, loss: 2.7013, grad_norm: 7.8677 2021-07-06 22:05:35,286 - mmaction - INFO - Epoch [84][1380/3757] lr: 1.000e-03, eta: 3 days, 3:01:01, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.1148, top1_acc: 0.6086, top5_acc: 0.8023, loss_cls: 1.7112, loss: 2.8260, grad_norm: 8.0039 2021-07-06 22:05:57,999 - mmaction - INFO - Epoch [84][1400/3757] lr: 1.000e-03, eta: 3 days, 3:00:40, time: 1.135, data_time: 0.003, memory: 6921, loss_aux: 1.0504, top1_acc: 0.6453, top5_acc: 0.8250, loss_cls: 1.5713, loss: 2.6217, grad_norm: 7.8185 2021-07-06 22:06:19,372 - mmaction - INFO - Epoch [84][1420/3757] lr: 1.000e-03, eta: 3 days, 3:00:19, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0636, top1_acc: 0.6305, top5_acc: 0.8227, loss_cls: 1.5882, loss: 2.6518, grad_norm: 7.6829 2021-07-06 22:06:40,354 - mmaction - INFO - Epoch [84][1440/3757] lr: 1.000e-03, eta: 3 days, 2:59:57, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0109, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4830, loss: 2.4939, grad_norm: 7.6508 2021-07-06 22:07:01,383 - mmaction - INFO - Epoch [84][1460/3757] lr: 1.000e-03, eta: 3 days, 2:59:35, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0196, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5183, loss: 2.5379, grad_norm: 7.5845 2021-07-06 22:07:22,555 - mmaction - INFO - Epoch [84][1480/3757] lr: 1.000e-03, eta: 3 days, 2:59:13, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0033, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5545, loss: 2.5578, grad_norm: 7.7675 2021-07-06 22:07:43,823 - mmaction - INFO - Epoch [84][1500/3757] lr: 1.000e-03, eta: 3 days, 2:58:51, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0987, top1_acc: 0.6047, top5_acc: 0.8039, loss_cls: 1.6862, loss: 2.7849, grad_norm: 7.9549 2021-07-06 22:08:04,795 - mmaction - INFO - Epoch [84][1520/3757] lr: 1.000e-03, eta: 3 days, 2:58:29, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0744, top1_acc: 0.6281, top5_acc: 0.8094, loss_cls: 1.6450, loss: 2.7194, grad_norm: 7.9861 2021-07-06 22:08:25,894 - mmaction - INFO - Epoch [84][1540/3757] lr: 1.000e-03, eta: 3 days, 2:58:07, time: 1.056, data_time: 0.007, memory: 6921, loss_aux: 1.0395, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5599, loss: 2.5993, grad_norm: 7.8682 2021-07-06 22:08:47,119 - mmaction - INFO - Epoch [84][1560/3757] lr: 1.000e-03, eta: 3 days, 2:57:45, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0933, top1_acc: 0.6281, top5_acc: 0.8109, loss_cls: 1.6433, loss: 2.7367, grad_norm: 7.8306 2021-07-06 22:09:08,230 - mmaction - INFO - Epoch [84][1580/3757] lr: 1.000e-03, eta: 3 days, 2:57:23, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0715, top1_acc: 0.6172, top5_acc: 0.8180, loss_cls: 1.6081, loss: 2.6796, grad_norm: 7.6920 2021-07-06 22:09:29,160 - mmaction - INFO - Epoch [84][1600/3757] lr: 1.000e-03, eta: 3 days, 2:57:01, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.0524, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5718, loss: 2.6242, grad_norm: 7.8317 2021-07-06 22:09:50,270 - mmaction - INFO - Epoch [84][1620/3757] lr: 1.000e-03, eta: 3 days, 2:56:39, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0548, top1_acc: 0.6102, top5_acc: 0.8266, loss_cls: 1.6091, loss: 2.6639, grad_norm: 7.8990 2021-07-06 22:10:11,935 - mmaction - INFO - Epoch [84][1640/3757] lr: 1.000e-03, eta: 3 days, 2:56:17, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.0427, top1_acc: 0.6508, top5_acc: 0.8234, loss_cls: 1.5515, loss: 2.5941, grad_norm: 7.7229 2021-07-06 22:10:33,396 - mmaction - INFO - Epoch [84][1660/3757] lr: 1.000e-03, eta: 3 days, 2:55:56, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.0564, top1_acc: 0.6312, top5_acc: 0.8172, loss_cls: 1.6085, loss: 2.6649, grad_norm: 8.0184 2021-07-06 22:10:54,888 - mmaction - INFO - Epoch [84][1680/3757] lr: 1.000e-03, eta: 3 days, 2:55:34, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.0511, top1_acc: 0.6375, top5_acc: 0.8219, loss_cls: 1.5939, loss: 2.6450, grad_norm: 7.9515 2021-07-06 22:11:16,116 - mmaction - INFO - Epoch [84][1700/3757] lr: 1.000e-03, eta: 3 days, 2:55:12, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0731, top1_acc: 0.6117, top5_acc: 0.8227, loss_cls: 1.6600, loss: 2.7331, grad_norm: 8.2344 2021-07-06 22:11:37,321 - mmaction - INFO - Epoch [84][1720/3757] lr: 1.000e-03, eta: 3 days, 2:54:50, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0027, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.5411, loss: 2.5438, grad_norm: 7.7971 2021-07-06 22:11:58,424 - mmaction - INFO - Epoch [84][1740/3757] lr: 1.000e-03, eta: 3 days, 2:54:28, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6305, top5_acc: 0.8422, loss_cls: 1.5348, loss: 2.5454, grad_norm: 7.7101 2021-07-06 22:12:19,517 - mmaction - INFO - Epoch [84][1760/3757] lr: 1.000e-03, eta: 3 days, 2:54:06, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.5121, loss: 2.5190, grad_norm: 7.6330 2021-07-06 22:12:40,608 - mmaction - INFO - Epoch [84][1780/3757] lr: 1.000e-03, eta: 3 days, 2:53:45, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0133, top1_acc: 0.6461, top5_acc: 0.8313, loss_cls: 1.4547, loss: 2.4680, grad_norm: 7.4018 2021-07-06 22:13:01,710 - mmaction - INFO - Epoch [84][1800/3757] lr: 1.000e-03, eta: 3 days, 2:53:23, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0756, top1_acc: 0.6250, top5_acc: 0.8211, loss_cls: 1.6043, loss: 2.6799, grad_norm: 7.6554 2021-07-06 22:13:22,678 - mmaction - INFO - Epoch [84][1820/3757] lr: 1.000e-03, eta: 3 days, 2:53:01, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6398, top5_acc: 0.8141, loss_cls: 1.5693, loss: 2.6288, grad_norm: 7.7460 2021-07-06 22:13:43,844 - mmaction - INFO - Epoch [84][1840/3757] lr: 1.000e-03, eta: 3 days, 2:52:39, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0622, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5770, loss: 2.6392, grad_norm: 8.1265 2021-07-06 22:14:05,012 - mmaction - INFO - Epoch [84][1860/3757] lr: 1.000e-03, eta: 3 days, 2:52:17, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0419, top1_acc: 0.6242, top5_acc: 0.8195, loss_cls: 1.5898, loss: 2.6317, grad_norm: 7.8270 2021-07-06 22:14:26,159 - mmaction - INFO - Epoch [84][1880/3757] lr: 1.000e-03, eta: 3 days, 2:51:55, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0923, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.6731, loss: 2.7654, grad_norm: 7.9023 2021-07-06 22:14:47,286 - mmaction - INFO - Epoch [84][1900/3757] lr: 1.000e-03, eta: 3 days, 2:51:33, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0487, top1_acc: 0.6086, top5_acc: 0.8273, loss_cls: 1.6180, loss: 2.6667, grad_norm: 7.9465 2021-07-06 22:15:08,304 - mmaction - INFO - Epoch [84][1920/3757] lr: 1.000e-03, eta: 3 days, 2:51:11, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0495, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5650, loss: 2.6145, grad_norm: 8.0059 2021-07-06 22:15:29,760 - mmaction - INFO - Epoch [84][1940/3757] lr: 1.000e-03, eta: 3 days, 2:50:49, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.0704, top1_acc: 0.6055, top5_acc: 0.8102, loss_cls: 1.6631, loss: 2.7335, grad_norm: 8.0599 2021-07-06 22:15:50,766 - mmaction - INFO - Epoch [84][1960/3757] lr: 1.000e-03, eta: 3 days, 2:50:27, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.0470, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5330, loss: 2.5800, grad_norm: 7.8306 2021-07-06 22:16:12,548 - mmaction - INFO - Epoch [84][1980/3757] lr: 1.000e-03, eta: 3 days, 2:50:06, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6562, top5_acc: 0.8328, loss_cls: 1.4953, loss: 2.5111, grad_norm: 7.5548 2021-07-06 22:16:34,237 - mmaction - INFO - Epoch [84][2000/3757] lr: 1.000e-03, eta: 3 days, 2:49:44, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.0726, top1_acc: 0.6172, top5_acc: 0.8008, loss_cls: 1.6626, loss: 2.7351, grad_norm: 7.7891 2021-07-06 22:16:55,056 - mmaction - INFO - Epoch [84][2020/3757] lr: 1.000e-03, eta: 3 days, 2:49:22, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.0580, top1_acc: 0.6367, top5_acc: 0.8070, loss_cls: 1.5916, loss: 2.6496, grad_norm: 7.7400 2021-07-06 22:17:16,041 - mmaction - INFO - Epoch [84][2040/3757] lr: 1.000e-03, eta: 3 days, 2:49:00, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0485, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.6000, loss: 2.6485, grad_norm: 7.8263 2021-07-06 22:17:36,981 - mmaction - INFO - Epoch [84][2060/3757] lr: 1.000e-03, eta: 3 days, 2:48:38, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9852, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4760, loss: 2.4612, grad_norm: 7.5478 2021-07-06 22:17:58,128 - mmaction - INFO - Epoch [84][2080/3757] lr: 1.000e-03, eta: 3 days, 2:48:16, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0967, top1_acc: 0.6008, top5_acc: 0.8039, loss_cls: 1.7136, loss: 2.8103, grad_norm: 8.0389 2021-07-06 22:18:19,121 - mmaction - INFO - Epoch [84][2100/3757] lr: 1.000e-03, eta: 3 days, 2:47:54, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0449, top1_acc: 0.6172, top5_acc: 0.8141, loss_cls: 1.6014, loss: 2.6463, grad_norm: 7.8530 2021-07-06 22:18:40,445 - mmaction - INFO - Epoch [84][2120/3757] lr: 1.000e-03, eta: 3 days, 2:47:32, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0446, top1_acc: 0.6422, top5_acc: 0.8227, loss_cls: 1.5807, loss: 2.6252, grad_norm: 7.7370 2021-07-06 22:19:01,468 - mmaction - INFO - Epoch [84][2140/3757] lr: 1.000e-03, eta: 3 days, 2:47:10, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0544, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.5768, loss: 2.6312, grad_norm: 7.8201 2021-07-06 22:19:22,558 - mmaction - INFO - Epoch [84][2160/3757] lr: 1.000e-03, eta: 3 days, 2:46:48, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0746, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6676, loss: 2.7422, grad_norm: 8.0017 2021-07-06 22:19:43,877 - mmaction - INFO - Epoch [84][2180/3757] lr: 1.000e-03, eta: 3 days, 2:46:26, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.0412, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.5861, loss: 2.6273, grad_norm: 7.9374 2021-07-06 22:20:05,094 - mmaction - INFO - Epoch [84][2200/3757] lr: 1.000e-03, eta: 3 days, 2:46:05, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0931, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.7155, loss: 2.8086, grad_norm: 8.0844 2021-07-06 22:20:26,393 - mmaction - INFO - Epoch [84][2220/3757] lr: 1.000e-03, eta: 3 days, 2:45:43, time: 1.066, data_time: 0.018, memory: 6921, loss_aux: 1.0381, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5533, loss: 2.5915, grad_norm: 8.0119 2021-07-06 22:20:47,567 - mmaction - INFO - Epoch [84][2240/3757] lr: 1.000e-03, eta: 3 days, 2:45:21, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0159, top1_acc: 0.6148, top5_acc: 0.8320, loss_cls: 1.5860, loss: 2.6019, grad_norm: 7.7990 2021-07-06 22:21:08,798 - mmaction - INFO - Epoch [84][2260/3757] lr: 1.000e-03, eta: 3 days, 2:44:59, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0886, top1_acc: 0.6258, top5_acc: 0.8141, loss_cls: 1.6168, loss: 2.7054, grad_norm: 7.9324 2021-07-06 22:21:29,999 - mmaction - INFO - Epoch [84][2280/3757] lr: 1.000e-03, eta: 3 days, 2:44:37, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0612, top1_acc: 0.6023, top5_acc: 0.8148, loss_cls: 1.6258, loss: 2.6870, grad_norm: 8.0092 2021-07-06 22:21:51,223 - mmaction - INFO - Epoch [84][2300/3757] lr: 1.000e-03, eta: 3 days, 2:44:15, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0547, top1_acc: 0.6383, top5_acc: 0.8234, loss_cls: 1.5757, loss: 2.6304, grad_norm: 7.8426 2021-07-06 22:22:13,272 - mmaction - INFO - Epoch [84][2320/3757] lr: 1.000e-03, eta: 3 days, 2:43:54, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.0683, top1_acc: 0.6305, top5_acc: 0.8000, loss_cls: 1.6192, loss: 2.6875, grad_norm: 7.6702 2021-07-06 22:22:34,340 - mmaction - INFO - Epoch [84][2340/3757] lr: 1.000e-03, eta: 3 days, 2:43:32, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0853, top1_acc: 0.6188, top5_acc: 0.8133, loss_cls: 1.6413, loss: 2.7267, grad_norm: 7.9705 2021-07-06 22:22:55,417 - mmaction - INFO - Epoch [84][2360/3757] lr: 1.000e-03, eta: 3 days, 2:43:10, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0573, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.5865, loss: 2.6438, grad_norm: 8.0037 2021-07-06 22:23:16,596 - mmaction - INFO - Epoch [84][2380/3757] lr: 1.000e-03, eta: 3 days, 2:42:48, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9943, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4556, loss: 2.4499, grad_norm: 7.8437 2021-07-06 22:23:37,605 - mmaction - INFO - Epoch [84][2400/3757] lr: 1.000e-03, eta: 3 days, 2:42:26, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0732, top1_acc: 0.6164, top5_acc: 0.8156, loss_cls: 1.6479, loss: 2.7211, grad_norm: 7.9972 2021-07-06 22:23:59,303 - mmaction - INFO - Epoch [84][2420/3757] lr: 1.000e-03, eta: 3 days, 2:42:05, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.0578, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.6753, loss: 2.7331, grad_norm: 7.9260 2021-07-06 22:24:21,017 - mmaction - INFO - Epoch [84][2440/3757] lr: 1.000e-03, eta: 3 days, 2:41:43, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0718, top1_acc: 0.6117, top5_acc: 0.8055, loss_cls: 1.6403, loss: 2.7120, grad_norm: 7.8928 2021-07-06 22:24:41,887 - mmaction - INFO - Epoch [84][2460/3757] lr: 1.000e-03, eta: 3 days, 2:41:21, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.0792, top1_acc: 0.6164, top5_acc: 0.7961, loss_cls: 1.6785, loss: 2.7577, grad_norm: 7.7893 2021-07-06 22:25:02,974 - mmaction - INFO - Epoch [84][2480/3757] lr: 1.000e-03, eta: 3 days, 2:40:59, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6344, top5_acc: 0.8234, loss_cls: 1.5145, loss: 2.5272, grad_norm: 7.6317 2021-07-06 22:25:23,979 - mmaction - INFO - Epoch [84][2500/3757] lr: 1.000e-03, eta: 3 days, 2:40:37, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.1010, top1_acc: 0.6172, top5_acc: 0.8102, loss_cls: 1.6548, loss: 2.7558, grad_norm: 8.1287 2021-07-06 22:25:45,067 - mmaction - INFO - Epoch [84][2520/3757] lr: 1.000e-03, eta: 3 days, 2:40:15, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0451, top1_acc: 0.6289, top5_acc: 0.8219, loss_cls: 1.6196, loss: 2.6647, grad_norm: 7.9448 2021-07-06 22:26:06,902 - mmaction - INFO - Epoch [84][2540/3757] lr: 1.000e-03, eta: 3 days, 2:39:54, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6258, top5_acc: 0.8313, loss_cls: 1.5433, loss: 2.5906, grad_norm: 7.9572 2021-07-06 22:26:27,735 - mmaction - INFO - Epoch [84][2560/3757] lr: 1.000e-03, eta: 3 days, 2:39:32, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0562, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.6359, loss: 2.6921, grad_norm: 7.9181 2021-07-06 22:26:48,883 - mmaction - INFO - Epoch [84][2580/3757] lr: 1.000e-03, eta: 3 days, 2:39:10, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0291, top1_acc: 0.6305, top5_acc: 0.8281, loss_cls: 1.5152, loss: 2.5443, grad_norm: 7.8977 2021-07-06 22:27:10,044 - mmaction - INFO - Epoch [84][2600/3757] lr: 1.000e-03, eta: 3 days, 2:38:48, time: 1.058, data_time: 0.015, memory: 6921, loss_aux: 1.0681, top1_acc: 0.6000, top5_acc: 0.8180, loss_cls: 1.6555, loss: 2.7235, grad_norm: 8.2239 2021-07-06 22:27:31,473 - mmaction - INFO - Epoch [84][2620/3757] lr: 1.000e-03, eta: 3 days, 2:38:26, time: 1.071, data_time: 0.013, memory: 6921, loss_aux: 1.0543, top1_acc: 0.6258, top5_acc: 0.8156, loss_cls: 1.6020, loss: 2.6563, grad_norm: 7.5546 2021-07-06 22:27:52,913 - mmaction - INFO - Epoch [84][2640/3757] lr: 1.000e-03, eta: 3 days, 2:38:05, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6602, top5_acc: 0.8250, loss_cls: 1.4829, loss: 2.4919, grad_norm: 7.9122 2021-07-06 22:28:13,971 - mmaction - INFO - Epoch [84][2660/3757] lr: 1.000e-03, eta: 3 days, 2:37:43, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5185, loss: 2.5495, grad_norm: 7.5607 2021-07-06 22:28:35,108 - mmaction - INFO - Epoch [84][2680/3757] lr: 1.000e-03, eta: 3 days, 2:37:21, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0435, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.5919, loss: 2.6354, grad_norm: 8.0286 2021-07-06 22:28:56,253 - mmaction - INFO - Epoch [84][2700/3757] lr: 1.000e-03, eta: 3 days, 2:36:59, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0307, top1_acc: 0.6258, top5_acc: 0.8211, loss_cls: 1.5575, loss: 2.5882, grad_norm: 7.9415 2021-07-06 22:29:17,450 - mmaction - INFO - Epoch [84][2720/3757] lr: 1.000e-03, eta: 3 days, 2:36:37, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0484, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.6088, loss: 2.6571, grad_norm: 8.0237 2021-07-06 22:29:38,701 - mmaction - INFO - Epoch [84][2740/3757] lr: 1.000e-03, eta: 3 days, 2:36:15, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0753, top1_acc: 0.6164, top5_acc: 0.8117, loss_cls: 1.6437, loss: 2.7191, grad_norm: 7.9633 2021-07-06 22:30:00,164 - mmaction - INFO - Epoch [84][2760/3757] lr: 1.000e-03, eta: 3 days, 2:35:53, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0616, top1_acc: 0.6297, top5_acc: 0.8180, loss_cls: 1.6343, loss: 2.6959, grad_norm: 7.8687 2021-07-06 22:30:21,413 - mmaction - INFO - Epoch [84][2780/3757] lr: 1.000e-03, eta: 3 days, 2:35:32, time: 1.063, data_time: 0.026, memory: 6921, loss_aux: 1.0478, top1_acc: 0.6250, top5_acc: 0.8375, loss_cls: 1.5319, loss: 2.5797, grad_norm: 7.7986 2021-07-06 22:30:42,622 - mmaction - INFO - Epoch [84][2800/3757] lr: 1.000e-03, eta: 3 days, 2:35:10, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0849, top1_acc: 0.6086, top5_acc: 0.8172, loss_cls: 1.6627, loss: 2.7476, grad_norm: 8.0066 2021-07-06 22:31:04,182 - mmaction - INFO - Epoch [84][2820/3757] lr: 1.000e-03, eta: 3 days, 2:34:48, time: 1.079, data_time: 0.035, memory: 6921, loss_aux: 1.0644, top1_acc: 0.6148, top5_acc: 0.8227, loss_cls: 1.6246, loss: 2.6891, grad_norm: 7.8909 2021-07-06 22:31:25,086 - mmaction - INFO - Epoch [84][2840/3757] lr: 1.000e-03, eta: 3 days, 2:34:26, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6375, top5_acc: 0.8195, loss_cls: 1.5592, loss: 2.5873, grad_norm: 7.7304 2021-07-06 22:31:47,193 - mmaction - INFO - Epoch [84][2860/3757] lr: 1.000e-03, eta: 3 days, 2:34:05, time: 1.106, data_time: 0.061, memory: 6921, loss_aux: 1.0777, top1_acc: 0.6266, top5_acc: 0.8180, loss_cls: 1.6341, loss: 2.7118, grad_norm: 8.0123 2021-07-06 22:32:08,163 - mmaction - INFO - Epoch [84][2880/3757] lr: 1.000e-03, eta: 3 days, 2:33:43, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0666, top1_acc: 0.6180, top5_acc: 0.8273, loss_cls: 1.5914, loss: 2.6579, grad_norm: 7.9278 2021-07-06 22:32:29,283 - mmaction - INFO - Epoch [84][2900/3757] lr: 1.000e-03, eta: 3 days, 2:33:21, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0477, top1_acc: 0.6180, top5_acc: 0.8203, loss_cls: 1.5889, loss: 2.6367, grad_norm: 7.9211 2021-07-06 22:32:50,362 - mmaction - INFO - Epoch [84][2920/3757] lr: 1.000e-03, eta: 3 days, 2:32:59, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.1011, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.6455, loss: 2.7466, grad_norm: 8.1508 2021-07-06 22:33:12,111 - mmaction - INFO - Epoch [84][2940/3757] lr: 1.000e-03, eta: 3 days, 2:32:37, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.0515, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.5841, loss: 2.6356, grad_norm: 7.8860 2021-07-06 22:33:33,147 - mmaction - INFO - Epoch [84][2960/3757] lr: 1.000e-03, eta: 3 days, 2:32:15, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0304, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6032, loss: 2.6337, grad_norm: 7.8422 2021-07-06 22:33:54,188 - mmaction - INFO - Epoch [84][2980/3757] lr: 1.000e-03, eta: 3 days, 2:31:53, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.1135, top1_acc: 0.5969, top5_acc: 0.8039, loss_cls: 1.7313, loss: 2.8448, grad_norm: 8.1556 2021-07-06 22:34:15,304 - mmaction - INFO - Epoch [84][3000/3757] lr: 1.000e-03, eta: 3 days, 2:31:32, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0551, top1_acc: 0.6250, top5_acc: 0.8148, loss_cls: 1.6128, loss: 2.6679, grad_norm: 7.7638 2021-07-06 22:34:36,587 - mmaction - INFO - Epoch [84][3020/3757] lr: 1.000e-03, eta: 3 days, 2:31:10, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0861, top1_acc: 0.6273, top5_acc: 0.8086, loss_cls: 1.6338, loss: 2.7199, grad_norm: 7.7785 2021-07-06 22:34:57,728 - mmaction - INFO - Epoch [84][3040/3757] lr: 1.000e-03, eta: 3 days, 2:30:48, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0875, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.6993, loss: 2.7868, grad_norm: 8.1993 2021-07-06 22:35:18,596 - mmaction - INFO - Epoch [84][3060/3757] lr: 1.000e-03, eta: 3 days, 2:30:26, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.0392, top1_acc: 0.6312, top5_acc: 0.8102, loss_cls: 1.5866, loss: 2.6258, grad_norm: 7.8049 2021-07-06 22:35:39,538 - mmaction - INFO - Epoch [84][3080/3757] lr: 1.000e-03, eta: 3 days, 2:30:04, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.0856, top1_acc: 0.6109, top5_acc: 0.8125, loss_cls: 1.6453, loss: 2.7309, grad_norm: 7.8704 2021-07-06 22:36:00,827 - mmaction - INFO - Epoch [84][3100/3757] lr: 1.000e-03, eta: 3 days, 2:29:42, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0228, top1_acc: 0.6211, top5_acc: 0.8422, loss_cls: 1.5525, loss: 2.5753, grad_norm: 7.9217 2021-07-06 22:36:22,065 - mmaction - INFO - Epoch [84][3120/3757] lr: 1.000e-03, eta: 3 days, 2:29:20, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0714, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.6257, loss: 2.6972, grad_norm: 7.7747 2021-07-06 22:36:43,473 - mmaction - INFO - Epoch [84][3140/3757] lr: 1.000e-03, eta: 3 days, 2:28:58, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.1324, top1_acc: 0.5938, top5_acc: 0.7859, loss_cls: 1.7665, loss: 2.8989, grad_norm: 8.0793 2021-07-06 22:37:04,594 - mmaction - INFO - Epoch [84][3160/3757] lr: 1.000e-03, eta: 3 days, 2:28:36, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0176, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5708, loss: 2.5885, grad_norm: 7.9373 2021-07-06 22:37:26,228 - mmaction - INFO - Epoch [84][3180/3757] lr: 1.000e-03, eta: 3 days, 2:28:15, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.0772, top1_acc: 0.6031, top5_acc: 0.8133, loss_cls: 1.6377, loss: 2.7149, grad_norm: 7.9238 2021-07-06 22:37:47,782 - mmaction - INFO - Epoch [84][3200/3757] lr: 1.000e-03, eta: 3 days, 2:27:53, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.0518, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5802, loss: 2.6320, grad_norm: 7.8036 2021-07-06 22:38:09,071 - mmaction - INFO - Epoch [84][3220/3757] lr: 1.000e-03, eta: 3 days, 2:27:31, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0897, top1_acc: 0.6133, top5_acc: 0.8086, loss_cls: 1.6523, loss: 2.7421, grad_norm: 7.8678 2021-07-06 22:38:30,171 - mmaction - INFO - Epoch [84][3240/3757] lr: 1.000e-03, eta: 3 days, 2:27:09, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.6005, loss: 2.6647, grad_norm: 8.1476 2021-07-06 22:38:51,306 - mmaction - INFO - Epoch [84][3260/3757] lr: 1.000e-03, eta: 3 days, 2:26:48, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0465, top1_acc: 0.6273, top5_acc: 0.8305, loss_cls: 1.5859, loss: 2.6324, grad_norm: 7.9648 2021-07-06 22:39:12,478 - mmaction - INFO - Epoch [84][3280/3757] lr: 1.000e-03, eta: 3 days, 2:26:26, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0742, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.6028, loss: 2.6769, grad_norm: 7.9918 2021-07-06 22:39:33,552 - mmaction - INFO - Epoch [84][3300/3757] lr: 1.000e-03, eta: 3 days, 2:26:04, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0564, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5803, loss: 2.6367, grad_norm: 7.7948 2021-07-06 22:39:55,792 - mmaction - INFO - Epoch [84][3320/3757] lr: 1.000e-03, eta: 3 days, 2:25:43, time: 1.114, data_time: 0.005, memory: 6921, loss_aux: 0.9968, top1_acc: 0.6367, top5_acc: 0.8523, loss_cls: 1.4983, loss: 2.4951, grad_norm: 7.7589 2021-07-06 22:40:16,723 - mmaction - INFO - Epoch [84][3340/3757] lr: 1.000e-03, eta: 3 days, 2:25:21, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.0892, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.6972, loss: 2.7864, grad_norm: 8.0026 2021-07-06 22:40:37,705 - mmaction - INFO - Epoch [84][3360/3757] lr: 1.000e-03, eta: 3 days, 2:24:59, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0470, top1_acc: 0.6297, top5_acc: 0.8133, loss_cls: 1.5929, loss: 2.6399, grad_norm: 7.7871 2021-07-06 22:40:58,846 - mmaction - INFO - Epoch [84][3380/3757] lr: 1.000e-03, eta: 3 days, 2:24:37, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0734, top1_acc: 0.5977, top5_acc: 0.8125, loss_cls: 1.6817, loss: 2.7551, grad_norm: 8.0404 2021-07-06 22:41:20,015 - mmaction - INFO - Epoch [84][3400/3757] lr: 1.000e-03, eta: 3 days, 2:24:15, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.0736, top1_acc: 0.5945, top5_acc: 0.8250, loss_cls: 1.6272, loss: 2.7008, grad_norm: 8.0256 2021-07-06 22:41:41,151 - mmaction - INFO - Epoch [84][3420/3757] lr: 1.000e-03, eta: 3 days, 2:23:53, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6422, top5_acc: 0.8281, loss_cls: 1.5487, loss: 2.5784, grad_norm: 7.6317 2021-07-06 22:42:02,410 - mmaction - INFO - Epoch [84][3440/3757] lr: 1.000e-03, eta: 3 days, 2:23:31, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0965, top1_acc: 0.6141, top5_acc: 0.8047, loss_cls: 1.6975, loss: 2.7940, grad_norm: 7.8820 2021-07-06 22:42:23,830 - mmaction - INFO - Epoch [84][3460/3757] lr: 1.000e-03, eta: 3 days, 2:23:09, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0846, top1_acc: 0.6227, top5_acc: 0.8148, loss_cls: 1.6706, loss: 2.7552, grad_norm: 7.9770 2021-07-06 22:42:45,296 - mmaction - INFO - Epoch [84][3480/3757] lr: 1.000e-03, eta: 3 days, 2:22:48, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0656, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.5317, loss: 2.5973, grad_norm: 7.7864 2021-07-06 22:43:06,561 - mmaction - INFO - Epoch [84][3500/3757] lr: 1.000e-03, eta: 3 days, 2:22:26, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0514, top1_acc: 0.6414, top5_acc: 0.8141, loss_cls: 1.5825, loss: 2.6339, grad_norm: 7.8567 2021-07-06 22:43:27,364 - mmaction - INFO - Epoch [84][3520/3757] lr: 1.000e-03, eta: 3 days, 2:22:04, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.0080, top1_acc: 0.6523, top5_acc: 0.8336, loss_cls: 1.5199, loss: 2.5279, grad_norm: 7.7562 2021-07-06 22:43:48,624 - mmaction - INFO - Epoch [84][3540/3757] lr: 1.000e-03, eta: 3 days, 2:21:42, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0670, top1_acc: 0.6156, top5_acc: 0.8063, loss_cls: 1.5999, loss: 2.6669, grad_norm: 7.8664 2021-07-06 22:44:10,442 - mmaction - INFO - Epoch [84][3560/3757] lr: 1.000e-03, eta: 3 days, 2:21:20, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.0566, top1_acc: 0.6008, top5_acc: 0.8086, loss_cls: 1.6433, loss: 2.6999, grad_norm: 8.0489 2021-07-06 22:44:31,314 - mmaction - INFO - Epoch [84][3580/3757] lr: 1.000e-03, eta: 3 days, 2:20:58, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.0658, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6024, loss: 2.6682, grad_norm: 7.9030 2021-07-06 22:44:52,602 - mmaction - INFO - Epoch [84][3600/3757] lr: 1.000e-03, eta: 3 days, 2:20:37, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0758, top1_acc: 0.5922, top5_acc: 0.8070, loss_cls: 1.6875, loss: 2.7633, grad_norm: 7.8319 2021-07-06 22:45:13,772 - mmaction - INFO - Epoch [84][3620/3757] lr: 1.000e-03, eta: 3 days, 2:20:15, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.1119, top1_acc: 0.6086, top5_acc: 0.8070, loss_cls: 1.6837, loss: 2.7956, grad_norm: 7.9627 2021-07-06 22:45:34,861 - mmaction - INFO - Epoch [84][3640/3757] lr: 1.000e-03, eta: 3 days, 2:19:53, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.0837, top1_acc: 0.6133, top5_acc: 0.8094, loss_cls: 1.6479, loss: 2.7316, grad_norm: 8.0973 2021-07-06 22:45:55,966 - mmaction - INFO - Epoch [84][3660/3757] lr: 1.000e-03, eta: 3 days, 2:19:31, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0340, top1_acc: 0.6312, top5_acc: 0.8266, loss_cls: 1.5716, loss: 2.6056, grad_norm: 7.7662 2021-07-06 22:46:17,115 - mmaction - INFO - Epoch [84][3680/3757] lr: 1.000e-03, eta: 3 days, 2:19:09, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0336, top1_acc: 0.6195, top5_acc: 0.8227, loss_cls: 1.5965, loss: 2.6301, grad_norm: 7.8568 2021-07-06 22:46:38,438 - mmaction - INFO - Epoch [84][3700/3757] lr: 1.000e-03, eta: 3 days, 2:18:47, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0497, top1_acc: 0.6398, top5_acc: 0.8195, loss_cls: 1.5834, loss: 2.6331, grad_norm: 7.6913 2021-07-06 22:46:59,397 - mmaction - INFO - Epoch [84][3720/3757] lr: 1.000e-03, eta: 3 days, 2:18:25, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0896, top1_acc: 0.6180, top5_acc: 0.8078, loss_cls: 1.6381, loss: 2.7277, grad_norm: 8.0106 2021-07-06 22:47:20,658 - mmaction - INFO - Epoch [84][3740/3757] lr: 1.000e-03, eta: 3 days, 2:18:03, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6242, top5_acc: 0.8273, loss_cls: 1.5933, loss: 2.6088, grad_norm: 8.1926 2021-07-06 22:47:39,895 - mmaction - INFO - Saving checkpoint at 84 epochs 2021-07-06 22:48:43,068 - mmaction - INFO - Epoch [85][20/3757] lr: 1.000e-03, eta: 3 days, 2:17:40, time: 3.079, data_time: 2.048, memory: 6921, loss_aux: 0.9933, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.5224, loss: 2.5157, grad_norm: 7.8012 2021-07-06 22:49:04,330 - mmaction - INFO - Epoch [85][40/3757] lr: 1.000e-03, eta: 3 days, 2:17:18, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0819, top1_acc: 0.6117, top5_acc: 0.8133, loss_cls: 1.6611, loss: 2.7430, grad_norm: 7.8903 2021-07-06 22:49:25,515 - mmaction - INFO - Epoch [85][60/3757] lr: 1.000e-03, eta: 3 days, 2:16:57, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0053, top1_acc: 0.6359, top5_acc: 0.8484, loss_cls: 1.4817, loss: 2.4870, grad_norm: 7.7954 2021-07-06 22:49:47,570 - mmaction - INFO - Epoch [85][80/3757] lr: 1.000e-03, eta: 3 days, 2:16:35, time: 1.105, data_time: 0.006, memory: 6921, loss_aux: 1.0503, top1_acc: 0.6383, top5_acc: 0.8227, loss_cls: 1.5758, loss: 2.6262, grad_norm: 7.7921 2021-07-06 22:50:08,849 - mmaction - INFO - Epoch [85][100/3757] lr: 1.000e-03, eta: 3 days, 2:16:14, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0085, top1_acc: 0.6289, top5_acc: 0.8469, loss_cls: 1.5190, loss: 2.5275, grad_norm: 7.9063 2021-07-06 22:50:30,302 - mmaction - INFO - Epoch [85][120/3757] lr: 1.000e-03, eta: 3 days, 2:15:52, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.5524, loss: 2.5826, grad_norm: 7.6773 2021-07-06 22:50:52,273 - mmaction - INFO - Epoch [85][140/3757] lr: 1.000e-03, eta: 3 days, 2:15:31, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.0390, top1_acc: 0.6312, top5_acc: 0.8289, loss_cls: 1.5442, loss: 2.5832, grad_norm: 7.7768 2021-07-06 22:51:13,380 - mmaction - INFO - Epoch [85][160/3757] lr: 1.000e-03, eta: 3 days, 2:15:09, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0507, top1_acc: 0.6180, top5_acc: 0.8164, loss_cls: 1.6140, loss: 2.6647, grad_norm: 8.1608 2021-07-06 22:51:34,566 - mmaction - INFO - Epoch [85][180/3757] lr: 1.000e-03, eta: 3 days, 2:14:47, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0529, top1_acc: 0.6180, top5_acc: 0.8117, loss_cls: 1.6323, loss: 2.6852, grad_norm: 8.1064 2021-07-06 22:51:55,800 - mmaction - INFO - Epoch [85][200/3757] lr: 1.000e-03, eta: 3 days, 2:14:25, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6383, top5_acc: 0.8141, loss_cls: 1.5513, loss: 2.5784, grad_norm: 7.7962 2021-07-06 22:52:17,472 - mmaction - INFO - Epoch [85][220/3757] lr: 1.000e-03, eta: 3 days, 2:14:04, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0913, top1_acc: 0.6016, top5_acc: 0.8063, loss_cls: 1.7187, loss: 2.8099, grad_norm: 8.1769 2021-07-06 22:52:39,909 - mmaction - INFO - Epoch [85][240/3757] lr: 1.000e-03, eta: 3 days, 2:13:43, time: 1.121, data_time: 0.002, memory: 6921, loss_aux: 1.0743, top1_acc: 0.6492, top5_acc: 0.8156, loss_cls: 1.5760, loss: 2.6503, grad_norm: 7.7172 2021-07-06 22:53:00,840 - mmaction - INFO - Epoch [85][260/3757] lr: 1.000e-03, eta: 3 days, 2:13:21, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0553, top1_acc: 0.6328, top5_acc: 0.8273, loss_cls: 1.5879, loss: 2.6432, grad_norm: 7.7461 2021-07-06 22:53:22,281 - mmaction - INFO - Epoch [85][280/3757] lr: 1.000e-03, eta: 3 days, 2:12:59, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0275, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5428, loss: 2.5703, grad_norm: 7.8160 2021-07-06 22:53:43,268 - mmaction - INFO - Epoch [85][300/3757] lr: 1.000e-03, eta: 3 days, 2:12:37, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6305, top5_acc: 0.8156, loss_cls: 1.5883, loss: 2.6239, grad_norm: 7.6600 2021-07-06 22:54:04,512 - mmaction - INFO - Epoch [85][320/3757] lr: 1.000e-03, eta: 3 days, 2:12:15, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0454, top1_acc: 0.6180, top5_acc: 0.8195, loss_cls: 1.5867, loss: 2.6321, grad_norm: 7.8639 2021-07-06 22:54:26,749 - mmaction - INFO - Epoch [85][340/3757] lr: 1.000e-03, eta: 3 days, 2:11:54, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.0521, top1_acc: 0.6414, top5_acc: 0.8195, loss_cls: 1.5815, loss: 2.6335, grad_norm: 7.6511 2021-07-06 22:54:48,027 - mmaction - INFO - Epoch [85][360/3757] lr: 1.000e-03, eta: 3 days, 2:11:32, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0668, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.6297, loss: 2.6965, grad_norm: 8.0654 2021-07-06 22:55:09,357 - mmaction - INFO - Epoch [85][380/3757] lr: 1.000e-03, eta: 3 days, 2:11:10, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.0566, top1_acc: 0.6461, top5_acc: 0.8227, loss_cls: 1.5545, loss: 2.6111, grad_norm: 7.7758 2021-07-06 22:55:30,485 - mmaction - INFO - Epoch [85][400/3757] lr: 1.000e-03, eta: 3 days, 2:10:48, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0570, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5947, loss: 2.6518, grad_norm: 7.9422 2021-07-06 22:55:51,781 - mmaction - INFO - Epoch [85][420/3757] lr: 1.000e-03, eta: 3 days, 2:10:27, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0535, top1_acc: 0.6281, top5_acc: 0.8195, loss_cls: 1.5709, loss: 2.6245, grad_norm: 7.9292 2021-07-06 22:56:13,304 - mmaction - INFO - Epoch [85][440/3757] lr: 1.000e-03, eta: 3 days, 2:10:05, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.0594, top1_acc: 0.6336, top5_acc: 0.8195, loss_cls: 1.5701, loss: 2.6294, grad_norm: 7.8111 2021-07-06 22:56:34,519 - mmaction - INFO - Epoch [85][460/3757] lr: 1.000e-03, eta: 3 days, 2:09:43, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0592, top1_acc: 0.6281, top5_acc: 0.8164, loss_cls: 1.6218, loss: 2.6810, grad_norm: 7.9787 2021-07-06 22:56:55,880 - mmaction - INFO - Epoch [85][480/3757] lr: 1.000e-03, eta: 3 days, 2:09:21, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6258, top5_acc: 0.7937, loss_cls: 1.6362, loss: 2.6826, grad_norm: 7.8734 2021-07-06 22:57:17,140 - mmaction - INFO - Epoch [85][500/3757] lr: 1.000e-03, eta: 3 days, 2:09:00, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0722, top1_acc: 0.6180, top5_acc: 0.8180, loss_cls: 1.6509, loss: 2.7231, grad_norm: 7.9969 2021-07-06 22:57:38,276 - mmaction - INFO - Epoch [85][520/3757] lr: 1.000e-03, eta: 3 days, 2:08:38, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0803, top1_acc: 0.6281, top5_acc: 0.8227, loss_cls: 1.6048, loss: 2.6851, grad_norm: 8.1488 2021-07-06 22:57:59,509 - mmaction - INFO - Epoch [85][540/3757] lr: 1.000e-03, eta: 3 days, 2:08:16, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.1093, top1_acc: 0.6055, top5_acc: 0.8000, loss_cls: 1.6952, loss: 2.8045, grad_norm: 8.0184 2021-07-06 22:58:20,564 - mmaction - INFO - Epoch [85][560/3757] lr: 1.000e-03, eta: 3 days, 2:07:54, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0518, top1_acc: 0.6086, top5_acc: 0.8117, loss_cls: 1.6203, loss: 2.6721, grad_norm: 8.0235 2021-07-06 22:58:42,005 - mmaction - INFO - Epoch [85][580/3757] lr: 1.000e-03, eta: 3 days, 2:07:32, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0848, top1_acc: 0.6367, top5_acc: 0.8086, loss_cls: 1.5879, loss: 2.6727, grad_norm: 7.8101 2021-07-06 22:59:03,559 - mmaction - INFO - Epoch [85][600/3757] lr: 1.000e-03, eta: 3 days, 2:07:11, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6234, top5_acc: 0.8313, loss_cls: 1.5443, loss: 2.5767, grad_norm: 7.8412 2021-07-06 22:59:24,983 - mmaction - INFO - Epoch [85][620/3757] lr: 1.000e-03, eta: 3 days, 2:06:49, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.0779, top1_acc: 0.6203, top5_acc: 0.8102, loss_cls: 1.6216, loss: 2.6995, grad_norm: 7.9209 2021-07-06 22:59:46,722 - mmaction - INFO - Epoch [85][640/3757] lr: 1.000e-03, eta: 3 days, 2:06:27, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6445, top5_acc: 0.8258, loss_cls: 1.5073, loss: 2.5282, grad_norm: 7.6729 2021-07-06 23:00:08,354 - mmaction - INFO - Epoch [85][660/3757] lr: 1.000e-03, eta: 3 days, 2:06:06, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.0921, top1_acc: 0.6055, top5_acc: 0.8141, loss_cls: 1.6737, loss: 2.7658, grad_norm: 8.0452 2021-07-06 23:00:29,441 - mmaction - INFO - Epoch [85][680/3757] lr: 1.000e-03, eta: 3 days, 2:05:44, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0934, top1_acc: 0.6156, top5_acc: 0.8023, loss_cls: 1.6746, loss: 2.7680, grad_norm: 8.1371 2021-07-06 23:00:50,409 - mmaction - INFO - Epoch [85][700/3757] lr: 1.000e-03, eta: 3 days, 2:05:22, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0757, top1_acc: 0.6320, top5_acc: 0.8117, loss_cls: 1.6373, loss: 2.7130, grad_norm: 8.0946 2021-07-06 23:01:11,689 - mmaction - INFO - Epoch [85][720/3757] lr: 1.000e-03, eta: 3 days, 2:05:00, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0598, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.6072, loss: 2.6670, grad_norm: 7.9069 2021-07-06 23:01:33,518 - mmaction - INFO - Epoch [85][740/3757] lr: 1.000e-03, eta: 3 days, 2:04:39, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.5170, loss: 2.5394, grad_norm: 7.8530 2021-07-06 23:01:54,556 - mmaction - INFO - Epoch [85][760/3757] lr: 1.000e-03, eta: 3 days, 2:04:17, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0568, top1_acc: 0.6117, top5_acc: 0.8242, loss_cls: 1.6196, loss: 2.6764, grad_norm: 7.8777 2021-07-06 23:02:15,752 - mmaction - INFO - Epoch [85][780/3757] lr: 1.000e-03, eta: 3 days, 2:03:55, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0730, top1_acc: 0.6195, top5_acc: 0.8156, loss_cls: 1.6227, loss: 2.6957, grad_norm: 8.2305 2021-07-06 23:02:37,335 - mmaction - INFO - Epoch [85][800/3757] lr: 1.000e-03, eta: 3 days, 2:03:33, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.0639, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.5944, loss: 2.6583, grad_norm: 7.8778 2021-07-06 23:02:59,410 - mmaction - INFO - Epoch [85][820/3757] lr: 1.000e-03, eta: 3 days, 2:03:12, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.0456, top1_acc: 0.6133, top5_acc: 0.8070, loss_cls: 1.6246, loss: 2.6702, grad_norm: 7.9858 2021-07-06 23:03:20,499 - mmaction - INFO - Epoch [85][840/3757] lr: 1.000e-03, eta: 3 days, 2:02:50, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5217, loss: 2.5366, grad_norm: 7.7861 2021-07-06 23:03:41,720 - mmaction - INFO - Epoch [85][860/3757] lr: 1.000e-03, eta: 3 days, 2:02:28, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0341, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6029, loss: 2.6370, grad_norm: 7.8886 2021-07-06 23:04:02,726 - mmaction - INFO - Epoch [85][880/3757] lr: 1.000e-03, eta: 3 days, 2:02:06, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0897, top1_acc: 0.6195, top5_acc: 0.8055, loss_cls: 1.6585, loss: 2.7482, grad_norm: 7.9705 2021-07-06 23:04:23,878 - mmaction - INFO - Epoch [85][900/3757] lr: 1.000e-03, eta: 3 days, 2:01:44, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0688, top1_acc: 0.6250, top5_acc: 0.8117, loss_cls: 1.6326, loss: 2.7013, grad_norm: 7.7976 2021-07-06 23:04:44,854 - mmaction - INFO - Epoch [85][920/3757] lr: 1.000e-03, eta: 3 days, 2:01:22, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0670, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.6129, loss: 2.6799, grad_norm: 8.1221 2021-07-06 23:05:06,123 - mmaction - INFO - Epoch [85][940/3757] lr: 1.000e-03, eta: 3 days, 2:01:01, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0757, top1_acc: 0.6211, top5_acc: 0.8117, loss_cls: 1.6387, loss: 2.7144, grad_norm: 7.9617 2021-07-06 23:05:27,600 - mmaction - INFO - Epoch [85][960/3757] lr: 1.000e-03, eta: 3 days, 2:00:39, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.0879, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6328, loss: 2.7207, grad_norm: 8.0645 2021-07-06 23:05:49,359 - mmaction - INFO - Epoch [85][980/3757] lr: 1.000e-03, eta: 3 days, 2:00:17, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0390, top1_acc: 0.6258, top5_acc: 0.8289, loss_cls: 1.5461, loss: 2.5851, grad_norm: 7.7116 2021-07-06 23:06:10,613 - mmaction - INFO - Epoch [85][1000/3757] lr: 1.000e-03, eta: 3 days, 1:59:56, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0208, top1_acc: 0.6453, top5_acc: 0.8266, loss_cls: 1.5437, loss: 2.5645, grad_norm: 7.6848 2021-07-06 23:06:31,881 - mmaction - INFO - Epoch [85][1020/3757] lr: 1.000e-03, eta: 3 days, 1:59:34, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0956, top1_acc: 0.6062, top5_acc: 0.8031, loss_cls: 1.6763, loss: 2.7719, grad_norm: 8.1042 2021-07-06 23:06:53,073 - mmaction - INFO - Epoch [85][1040/3757] lr: 1.000e-03, eta: 3 days, 1:59:12, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0273, top1_acc: 0.6344, top5_acc: 0.8227, loss_cls: 1.5376, loss: 2.5648, grad_norm: 7.7869 2021-07-06 23:07:14,372 - mmaction - INFO - Epoch [85][1060/3757] lr: 1.000e-03, eta: 3 days, 1:58:50, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0712, top1_acc: 0.6109, top5_acc: 0.8016, loss_cls: 1.6498, loss: 2.7210, grad_norm: 8.1815 2021-07-06 23:07:35,620 - mmaction - INFO - Epoch [85][1080/3757] lr: 1.000e-03, eta: 3 days, 1:58:28, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0862, top1_acc: 0.6328, top5_acc: 0.8195, loss_cls: 1.6280, loss: 2.7142, grad_norm: 7.8411 2021-07-06 23:07:56,912 - mmaction - INFO - Epoch [85][1100/3757] lr: 1.000e-03, eta: 3 days, 1:58:07, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0657, top1_acc: 0.6258, top5_acc: 0.8148, loss_cls: 1.6187, loss: 2.6844, grad_norm: 7.8458 2021-07-06 23:08:18,603 - mmaction - INFO - Epoch [85][1120/3757] lr: 1.000e-03, eta: 3 days, 1:57:45, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.1234, top1_acc: 0.5945, top5_acc: 0.8039, loss_cls: 1.7164, loss: 2.8397, grad_norm: 8.1557 2021-07-06 23:08:40,507 - mmaction - INFO - Epoch [85][1140/3757] lr: 1.000e-03, eta: 3 days, 1:57:24, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.0046, top1_acc: 0.6453, top5_acc: 0.8313, loss_cls: 1.5209, loss: 2.5255, grad_norm: 7.8231 2021-07-06 23:09:01,826 - mmaction - INFO - Epoch [85][1160/3757] lr: 1.000e-03, eta: 3 days, 1:57:02, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0872, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.6474, loss: 2.7345, grad_norm: 8.0745 2021-07-06 23:09:23,285 - mmaction - INFO - Epoch [85][1180/3757] lr: 1.000e-03, eta: 3 days, 1:56:40, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0554, top1_acc: 0.6164, top5_acc: 0.8094, loss_cls: 1.6405, loss: 2.6959, grad_norm: 7.9052 2021-07-06 23:09:44,452 - mmaction - INFO - Epoch [85][1200/3757] lr: 1.000e-03, eta: 3 days, 1:56:18, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0276, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.5664, loss: 2.5940, grad_norm: 7.9488 2021-07-06 23:10:05,896 - mmaction - INFO - Epoch [85][1220/3757] lr: 1.000e-03, eta: 3 days, 1:55:57, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6516, top5_acc: 0.8328, loss_cls: 1.4913, loss: 2.5049, grad_norm: 7.8845 2021-07-06 23:10:27,427 - mmaction - INFO - Epoch [85][1240/3757] lr: 1.000e-03, eta: 3 days, 1:55:35, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.0851, top1_acc: 0.6227, top5_acc: 0.8141, loss_cls: 1.6455, loss: 2.7305, grad_norm: 7.8816 2021-07-06 23:10:48,681 - mmaction - INFO - Epoch [85][1260/3757] lr: 1.000e-03, eta: 3 days, 1:55:13, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0360, top1_acc: 0.6414, top5_acc: 0.8289, loss_cls: 1.5367, loss: 2.5727, grad_norm: 7.6974 2021-07-06 23:11:09,797 - mmaction - INFO - Epoch [85][1280/3757] lr: 1.000e-03, eta: 3 days, 1:54:51, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0384, top1_acc: 0.6078, top5_acc: 0.8203, loss_cls: 1.6378, loss: 2.6761, grad_norm: 8.0402 2021-07-06 23:11:30,844 - mmaction - INFO - Epoch [85][1300/3757] lr: 1.000e-03, eta: 3 days, 1:54:29, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0034, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5193, loss: 2.5227, grad_norm: 7.8545 2021-07-06 23:11:51,851 - mmaction - INFO - Epoch [85][1320/3757] lr: 1.000e-03, eta: 3 days, 1:54:07, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6570, top5_acc: 0.8297, loss_cls: 1.5000, loss: 2.5271, grad_norm: 7.5633 2021-07-06 23:12:13,388 - mmaction - INFO - Epoch [85][1340/3757] lr: 1.000e-03, eta: 3 days, 1:53:46, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0212, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.5617, loss: 2.5830, grad_norm: 8.0649 2021-07-06 23:12:35,029 - mmaction - INFO - Epoch [85][1360/3757] lr: 1.000e-03, eta: 3 days, 1:53:24, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0436, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.5718, loss: 2.6154, grad_norm: 8.1663 2021-07-06 23:12:56,939 - mmaction - INFO - Epoch [85][1380/3757] lr: 1.000e-03, eta: 3 days, 1:53:03, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.0695, top1_acc: 0.6156, top5_acc: 0.8148, loss_cls: 1.6525, loss: 2.7219, grad_norm: 8.0549 2021-07-06 23:13:17,951 - mmaction - INFO - Epoch [85][1400/3757] lr: 1.000e-03, eta: 3 days, 1:52:41, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6180, top5_acc: 0.8141, loss_cls: 1.6165, loss: 2.6484, grad_norm: 8.0858 2021-07-06 23:13:39,349 - mmaction - INFO - Epoch [85][1420/3757] lr: 1.000e-03, eta: 3 days, 1:52:19, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0534, top1_acc: 0.6328, top5_acc: 0.8219, loss_cls: 1.5534, loss: 2.6068, grad_norm: 7.9215 2021-07-06 23:14:00,955 - mmaction - INFO - Epoch [85][1440/3757] lr: 1.000e-03, eta: 3 days, 1:51:58, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.0436, top1_acc: 0.6117, top5_acc: 0.8187, loss_cls: 1.6112, loss: 2.6548, grad_norm: 8.1201 2021-07-06 23:14:22,579 - mmaction - INFO - Epoch [85][1460/3757] lr: 1.000e-03, eta: 3 days, 1:51:36, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.0621, top1_acc: 0.6266, top5_acc: 0.8187, loss_cls: 1.6280, loss: 2.6902, grad_norm: 8.0752 2021-07-06 23:14:43,482 - mmaction - INFO - Epoch [85][1480/3757] lr: 1.000e-03, eta: 3 days, 1:51:14, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 1.0808, top1_acc: 0.6188, top5_acc: 0.8086, loss_cls: 1.6707, loss: 2.7515, grad_norm: 7.9318 2021-07-06 23:15:04,992 - mmaction - INFO - Epoch [85][1500/3757] lr: 1.000e-03, eta: 3 days, 1:50:52, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0283, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5653, loss: 2.5936, grad_norm: 7.9411 2021-07-06 23:15:26,063 - mmaction - INFO - Epoch [85][1520/3757] lr: 1.000e-03, eta: 3 days, 1:50:30, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0919, top1_acc: 0.6117, top5_acc: 0.8094, loss_cls: 1.6420, loss: 2.7339, grad_norm: 8.0359 2021-07-06 23:15:48,394 - mmaction - INFO - Epoch [85][1540/3757] lr: 1.000e-03, eta: 3 days, 1:50:09, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 1.0773, top1_acc: 0.6242, top5_acc: 0.8187, loss_cls: 1.6133, loss: 2.6906, grad_norm: 7.9478 2021-07-06 23:16:09,546 - mmaction - INFO - Epoch [85][1560/3757] lr: 1.000e-03, eta: 3 days, 1:49:48, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0483, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5472, loss: 2.5954, grad_norm: 8.0311 2021-07-06 23:16:30,888 - mmaction - INFO - Epoch [85][1580/3757] lr: 1.000e-03, eta: 3 days, 1:49:26, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0343, top1_acc: 0.6391, top5_acc: 0.8266, loss_cls: 1.5497, loss: 2.5839, grad_norm: 7.8221 2021-07-06 23:16:52,732 - mmaction - INFO - Epoch [85][1600/3757] lr: 1.000e-03, eta: 3 days, 1:49:04, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.0703, top1_acc: 0.6172, top5_acc: 0.8156, loss_cls: 1.6238, loss: 2.6940, grad_norm: 7.8935 2021-07-06 23:17:14,598 - mmaction - INFO - Epoch [85][1620/3757] lr: 1.000e-03, eta: 3 days, 1:48:43, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6320, top5_acc: 0.8258, loss_cls: 1.5786, loss: 2.6277, grad_norm: 8.0958 2021-07-06 23:17:35,740 - mmaction - INFO - Epoch [85][1640/3757] lr: 1.000e-03, eta: 3 days, 1:48:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0662, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.5786, loss: 2.6448, grad_norm: 7.9297 2021-07-06 23:17:56,890 - mmaction - INFO - Epoch [85][1660/3757] lr: 1.000e-03, eta: 3 days, 1:47:59, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.1094, top1_acc: 0.6078, top5_acc: 0.8047, loss_cls: 1.6969, loss: 2.8063, grad_norm: 8.2117 2021-07-06 23:18:18,258 - mmaction - INFO - Epoch [85][1680/3757] lr: 1.000e-03, eta: 3 days, 1:47:38, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0524, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.5683, loss: 2.6207, grad_norm: 7.7697 2021-07-06 23:18:39,595 - mmaction - INFO - Epoch [85][1700/3757] lr: 1.000e-03, eta: 3 days, 1:47:16, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0657, top1_acc: 0.6156, top5_acc: 0.8133, loss_cls: 1.6377, loss: 2.7034, grad_norm: 7.9163 2021-07-06 23:19:01,178 - mmaction - INFO - Epoch [85][1720/3757] lr: 1.000e-03, eta: 3 days, 1:46:54, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6242, top5_acc: 0.8352, loss_cls: 1.5662, loss: 2.5981, grad_norm: 8.1192 2021-07-06 23:19:22,167 - mmaction - INFO - Epoch [85][1740/3757] lr: 1.000e-03, eta: 3 days, 1:46:32, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0987, top1_acc: 0.6227, top5_acc: 0.8047, loss_cls: 1.6553, loss: 2.7540, grad_norm: 8.0274 2021-07-06 23:19:43,259 - mmaction - INFO - Epoch [85][1760/3757] lr: 1.000e-03, eta: 3 days, 1:46:10, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0282, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5618, loss: 2.5900, grad_norm: 7.8879 2021-07-06 23:20:04,531 - mmaction - INFO - Epoch [85][1780/3757] lr: 1.000e-03, eta: 3 days, 1:45:48, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0098, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.5143, loss: 2.5241, grad_norm: 7.7398 2021-07-06 23:20:25,779 - mmaction - INFO - Epoch [85][1800/3757] lr: 1.000e-03, eta: 3 days, 1:45:27, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6406, top5_acc: 0.8141, loss_cls: 1.5945, loss: 2.6541, grad_norm: 7.7907 2021-07-06 23:20:46,903 - mmaction - INFO - Epoch [85][1820/3757] lr: 1.000e-03, eta: 3 days, 1:45:05, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0591, top1_acc: 0.6258, top5_acc: 0.8094, loss_cls: 1.6307, loss: 2.6898, grad_norm: 7.8236 2021-07-06 23:21:09,015 - mmaction - INFO - Epoch [85][1840/3757] lr: 1.000e-03, eta: 3 days, 1:44:44, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.0412, top1_acc: 0.6141, top5_acc: 0.8219, loss_cls: 1.6346, loss: 2.6758, grad_norm: 8.2137 2021-07-06 23:21:30,582 - mmaction - INFO - Epoch [85][1860/3757] lr: 1.000e-03, eta: 3 days, 1:44:22, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.0369, top1_acc: 0.6281, top5_acc: 0.8359, loss_cls: 1.5183, loss: 2.5552, grad_norm: 7.8297 2021-07-06 23:21:52,264 - mmaction - INFO - Epoch [85][1880/3757] lr: 1.000e-03, eta: 3 days, 1:44:00, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 1.0990, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.6140, loss: 2.7129, grad_norm: 8.0048 2021-07-06 23:22:14,237 - mmaction - INFO - Epoch [85][1900/3757] lr: 1.000e-03, eta: 3 days, 1:43:39, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.0483, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.5768, loss: 2.6252, grad_norm: 7.9474 2021-07-06 23:22:35,166 - mmaction - INFO - Epoch [85][1920/3757] lr: 1.000e-03, eta: 3 days, 1:43:17, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9998, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5095, loss: 2.5094, grad_norm: 7.5793 2021-07-06 23:22:56,296 - mmaction - INFO - Epoch [85][1940/3757] lr: 1.000e-03, eta: 3 days, 1:42:55, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0940, top1_acc: 0.6289, top5_acc: 0.8078, loss_cls: 1.6687, loss: 2.7627, grad_norm: 7.9652 2021-07-06 23:23:17,554 - mmaction - INFO - Epoch [85][1960/3757] lr: 1.000e-03, eta: 3 days, 1:42:33, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6391, top5_acc: 0.8258, loss_cls: 1.5254, loss: 2.5186, grad_norm: 7.9451 2021-07-06 23:23:38,635 - mmaction - INFO - Epoch [85][1980/3757] lr: 1.000e-03, eta: 3 days, 1:42:11, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0733, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6043, loss: 2.6777, grad_norm: 8.2061 2021-07-06 23:24:00,490 - mmaction - INFO - Epoch [85][2000/3757] lr: 1.000e-03, eta: 3 days, 1:41:50, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6211, top5_acc: 0.8109, loss_cls: 1.5970, loss: 2.6327, grad_norm: 7.7919 2021-07-06 23:24:21,450 - mmaction - INFO - Epoch [85][2020/3757] lr: 1.000e-03, eta: 3 days, 1:41:28, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0398, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5703, loss: 2.6102, grad_norm: 7.9839 2021-07-06 23:24:42,659 - mmaction - INFO - Epoch [85][2040/3757] lr: 1.000e-03, eta: 3 days, 1:41:06, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0864, top1_acc: 0.6039, top5_acc: 0.8203, loss_cls: 1.6504, loss: 2.7368, grad_norm: 8.0640 2021-07-06 23:25:04,601 - mmaction - INFO - Epoch [85][2060/3757] lr: 1.000e-03, eta: 3 days, 1:40:45, time: 1.097, data_time: 0.042, memory: 6921, loss_aux: 1.0890, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6770, loss: 2.7660, grad_norm: 8.0683 2021-07-06 23:25:25,827 - mmaction - INFO - Epoch [85][2080/3757] lr: 1.000e-03, eta: 3 days, 1:40:23, time: 1.061, data_time: 0.011, memory: 6921, loss_aux: 1.1191, top1_acc: 0.6102, top5_acc: 0.8070, loss_cls: 1.6597, loss: 2.7788, grad_norm: 8.2454 2021-07-06 23:25:47,076 - mmaction - INFO - Epoch [85][2100/3757] lr: 1.000e-03, eta: 3 days, 1:40:01, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0466, top1_acc: 0.6305, top5_acc: 0.8133, loss_cls: 1.5725, loss: 2.6192, grad_norm: 8.0619 2021-07-06 23:26:08,314 - mmaction - INFO - Epoch [85][2120/3757] lr: 1.000e-03, eta: 3 days, 1:39:39, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6250, top5_acc: 0.8203, loss_cls: 1.5458, loss: 2.5830, grad_norm: 7.9937 2021-07-06 23:26:29,349 - mmaction - INFO - Epoch [85][2140/3757] lr: 1.000e-03, eta: 3 days, 1:39:17, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0301, top1_acc: 0.6117, top5_acc: 0.8195, loss_cls: 1.6177, loss: 2.6477, grad_norm: 7.9937 2021-07-06 23:26:50,395 - mmaction - INFO - Epoch [85][2160/3757] lr: 1.000e-03, eta: 3 days, 1:38:55, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6227, top5_acc: 0.8133, loss_cls: 1.6098, loss: 2.6694, grad_norm: 8.0668 2021-07-06 23:27:11,892 - mmaction - INFO - Epoch [85][2180/3757] lr: 1.000e-03, eta: 3 days, 1:38:34, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0815, top1_acc: 0.6008, top5_acc: 0.8102, loss_cls: 1.6617, loss: 2.7432, grad_norm: 8.3045 2021-07-06 23:27:33,503 - mmaction - INFO - Epoch [85][2200/3757] lr: 1.000e-03, eta: 3 days, 1:38:12, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0711, top1_acc: 0.6156, top5_acc: 0.8125, loss_cls: 1.6317, loss: 2.7028, grad_norm: 8.1526 2021-07-06 23:27:54,809 - mmaction - INFO - Epoch [85][2220/3757] lr: 1.000e-03, eta: 3 days, 1:37:50, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0543, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.5856, loss: 2.6399, grad_norm: 7.8839 2021-07-06 23:28:15,950 - mmaction - INFO - Epoch [85][2240/3757] lr: 1.000e-03, eta: 3 days, 1:37:29, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0702, top1_acc: 0.6109, top5_acc: 0.8195, loss_cls: 1.6376, loss: 2.7077, grad_norm: 8.1666 2021-07-06 23:28:37,308 - mmaction - INFO - Epoch [85][2260/3757] lr: 1.000e-03, eta: 3 days, 1:37:07, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0387, top1_acc: 0.6195, top5_acc: 0.8281, loss_cls: 1.5895, loss: 2.6282, grad_norm: 7.9105 2021-07-06 23:28:58,627 - mmaction - INFO - Epoch [85][2280/3757] lr: 1.000e-03, eta: 3 days, 1:36:45, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0469, top1_acc: 0.6281, top5_acc: 0.8164, loss_cls: 1.6049, loss: 2.6518, grad_norm: 7.8392 2021-07-06 23:29:21,061 - mmaction - INFO - Epoch [85][2300/3757] lr: 1.000e-03, eta: 3 days, 1:36:24, time: 1.121, data_time: 0.002, memory: 6921, loss_aux: 1.0438, top1_acc: 0.6273, top5_acc: 0.8234, loss_cls: 1.5695, loss: 2.6132, grad_norm: 8.0304 2021-07-06 23:29:42,263 - mmaction - INFO - Epoch [85][2320/3757] lr: 1.000e-03, eta: 3 days, 1:36:02, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0387, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5415, loss: 2.5802, grad_norm: 7.8438 2021-07-06 23:30:04,287 - mmaction - INFO - Epoch [85][2340/3757] lr: 1.000e-03, eta: 3 days, 1:35:41, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6250, top5_acc: 0.8133, loss_cls: 1.5888, loss: 2.6484, grad_norm: 7.7195 2021-07-06 23:30:25,394 - mmaction - INFO - Epoch [85][2360/3757] lr: 1.000e-03, eta: 3 days, 1:35:19, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0643, top1_acc: 0.6281, top5_acc: 0.8148, loss_cls: 1.6134, loss: 2.6777, grad_norm: 7.7816 2021-07-06 23:30:46,450 - mmaction - INFO - Epoch [85][2380/3757] lr: 1.000e-03, eta: 3 days, 1:34:57, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0294, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5355, loss: 2.5649, grad_norm: 7.9150 2021-07-06 23:31:07,680 - mmaction - INFO - Epoch [85][2400/3757] lr: 1.000e-03, eta: 3 days, 1:34:35, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0681, top1_acc: 0.6062, top5_acc: 0.8133, loss_cls: 1.6672, loss: 2.7354, grad_norm: 8.2795 2021-07-06 23:31:28,805 - mmaction - INFO - Epoch [85][2420/3757] lr: 1.000e-03, eta: 3 days, 1:34:13, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0246, top1_acc: 0.6438, top5_acc: 0.8258, loss_cls: 1.5524, loss: 2.5771, grad_norm: 7.9293 2021-07-06 23:31:49,938 - mmaction - INFO - Epoch [85][2440/3757] lr: 1.000e-03, eta: 3 days, 1:33:51, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0416, top1_acc: 0.6125, top5_acc: 0.8164, loss_cls: 1.5933, loss: 2.6348, grad_norm: 7.9633 2021-07-06 23:32:11,238 - mmaction - INFO - Epoch [85][2460/3757] lr: 1.000e-03, eta: 3 days, 1:33:30, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0785, top1_acc: 0.6125, top5_acc: 0.8102, loss_cls: 1.6784, loss: 2.7569, grad_norm: 8.2840 2021-07-06 23:32:32,452 - mmaction - INFO - Epoch [85][2480/3757] lr: 1.000e-03, eta: 3 days, 1:33:08, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0767, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.5927, loss: 2.6693, grad_norm: 8.1259 2021-07-06 23:32:53,487 - mmaction - INFO - Epoch [85][2500/3757] lr: 1.000e-03, eta: 3 days, 1:32:46, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0910, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.6386, loss: 2.7296, grad_norm: 8.1672 2021-07-06 23:33:14,956 - mmaction - INFO - Epoch [85][2520/3757] lr: 1.000e-03, eta: 3 days, 1:32:24, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0795, top1_acc: 0.6375, top5_acc: 0.8234, loss_cls: 1.5694, loss: 2.6488, grad_norm: 7.9987 2021-07-06 23:33:36,108 - mmaction - INFO - Epoch [85][2540/3757] lr: 1.000e-03, eta: 3 days, 1:32:02, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0200, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.5454, loss: 2.5654, grad_norm: 7.8992 2021-07-06 23:33:57,906 - mmaction - INFO - Epoch [85][2560/3757] lr: 1.000e-03, eta: 3 days, 1:31:41, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.0748, top1_acc: 0.6242, top5_acc: 0.8313, loss_cls: 1.5739, loss: 2.6486, grad_norm: 8.0376 2021-07-06 23:34:18,955 - mmaction - INFO - Epoch [85][2580/3757] lr: 1.000e-03, eta: 3 days, 1:31:19, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0148, top1_acc: 0.6289, top5_acc: 0.8234, loss_cls: 1.5844, loss: 2.5992, grad_norm: 7.9060 2021-07-06 23:34:40,358 - mmaction - INFO - Epoch [85][2600/3757] lr: 1.000e-03, eta: 3 days, 1:30:57, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0578, top1_acc: 0.6086, top5_acc: 0.8195, loss_cls: 1.6510, loss: 2.7089, grad_norm: 8.1693 2021-07-06 23:35:01,505 - mmaction - INFO - Epoch [85][2620/3757] lr: 1.000e-03, eta: 3 days, 1:30:35, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.1157, top1_acc: 0.6102, top5_acc: 0.8117, loss_cls: 1.6884, loss: 2.8041, grad_norm: 8.4237 2021-07-06 23:35:22,588 - mmaction - INFO - Epoch [85][2640/3757] lr: 1.000e-03, eta: 3 days, 1:30:13, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0922, top1_acc: 0.5992, top5_acc: 0.8063, loss_cls: 1.6905, loss: 2.7827, grad_norm: 8.2393 2021-07-06 23:35:43,850 - mmaction - INFO - Epoch [85][2660/3757] lr: 1.000e-03, eta: 3 days, 1:29:52, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0298, top1_acc: 0.6391, top5_acc: 0.8242, loss_cls: 1.5494, loss: 2.5793, grad_norm: 8.0660 2021-07-06 23:36:05,119 - mmaction - INFO - Epoch [85][2680/3757] lr: 1.000e-03, eta: 3 days, 1:29:30, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0493, top1_acc: 0.6031, top5_acc: 0.8266, loss_cls: 1.6064, loss: 2.6556, grad_norm: 8.0812 2021-07-06 23:36:26,301 - mmaction - INFO - Epoch [85][2700/3757] lr: 1.000e-03, eta: 3 days, 1:29:08, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0148, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5121, loss: 2.5268, grad_norm: 7.9741 2021-07-06 23:36:48,762 - mmaction - INFO - Epoch [85][2720/3757] lr: 1.000e-03, eta: 3 days, 1:28:47, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 1.0232, top1_acc: 0.6344, top5_acc: 0.8422, loss_cls: 1.5187, loss: 2.5420, grad_norm: 7.9699 2021-07-06 23:37:09,827 - mmaction - INFO - Epoch [85][2740/3757] lr: 1.000e-03, eta: 3 days, 1:28:25, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0466, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.6072, loss: 2.6538, grad_norm: 8.1707 2021-07-06 23:37:31,049 - mmaction - INFO - Epoch [85][2760/3757] lr: 1.000e-03, eta: 3 days, 1:28:03, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0559, top1_acc: 0.6148, top5_acc: 0.8156, loss_cls: 1.6079, loss: 2.6638, grad_norm: 8.1346 2021-07-06 23:37:52,723 - mmaction - INFO - Epoch [85][2780/3757] lr: 1.000e-03, eta: 3 days, 1:27:42, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0325, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5418, loss: 2.5743, grad_norm: 8.0068 2021-07-06 23:38:14,018 - mmaction - INFO - Epoch [85][2800/3757] lr: 1.000e-03, eta: 3 days, 1:27:20, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9979, top1_acc: 0.6773, top5_acc: 0.8320, loss_cls: 1.4642, loss: 2.4621, grad_norm: 7.5799 2021-07-06 23:38:35,957 - mmaction - INFO - Epoch [85][2820/3757] lr: 1.000e-03, eta: 3 days, 1:26:59, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.0571, top1_acc: 0.6227, top5_acc: 0.8227, loss_cls: 1.5821, loss: 2.6392, grad_norm: 8.1716 2021-07-06 23:38:57,051 - mmaction - INFO - Epoch [85][2840/3757] lr: 1.000e-03, eta: 3 days, 1:26:37, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0375, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.5586, loss: 2.5961, grad_norm: 7.8920 2021-07-06 23:39:18,209 - mmaction - INFO - Epoch [85][2860/3757] lr: 1.000e-03, eta: 3 days, 1:26:15, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5425, loss: 2.5782, grad_norm: 7.8465 2021-07-06 23:39:39,359 - mmaction - INFO - Epoch [85][2880/3757] lr: 1.000e-03, eta: 3 days, 1:25:53, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0424, top1_acc: 0.6469, top5_acc: 0.8250, loss_cls: 1.5753, loss: 2.6176, grad_norm: 7.9534 2021-07-06 23:40:00,573 - mmaction - INFO - Epoch [85][2900/3757] lr: 1.000e-03, eta: 3 days, 1:25:31, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0559, top1_acc: 0.6258, top5_acc: 0.8031, loss_cls: 1.5988, loss: 2.6546, grad_norm: 7.8477 2021-07-06 23:40:21,921 - mmaction - INFO - Epoch [85][2920/3757] lr: 1.000e-03, eta: 3 days, 1:25:09, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0466, top1_acc: 0.6102, top5_acc: 0.8086, loss_cls: 1.6378, loss: 2.6844, grad_norm: 8.1113 2021-07-06 23:40:43,126 - mmaction - INFO - Epoch [85][2940/3757] lr: 1.000e-03, eta: 3 days, 1:24:47, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0770, top1_acc: 0.6031, top5_acc: 0.8117, loss_cls: 1.6642, loss: 2.7413, grad_norm: 7.9740 2021-07-06 23:41:04,263 - mmaction - INFO - Epoch [85][2960/3757] lr: 1.000e-03, eta: 3 days, 1:24:26, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0401, top1_acc: 0.6453, top5_acc: 0.8289, loss_cls: 1.5445, loss: 2.5846, grad_norm: 7.5981 2021-07-06 23:41:25,403 - mmaction - INFO - Epoch [85][2980/3757] lr: 1.000e-03, eta: 3 days, 1:24:04, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0458, top1_acc: 0.6273, top5_acc: 0.8219, loss_cls: 1.5704, loss: 2.6162, grad_norm: 7.9932 2021-07-06 23:41:46,795 - mmaction - INFO - Epoch [85][3000/3757] lr: 1.000e-03, eta: 3 days, 1:23:42, time: 1.072, data_time: 0.006, memory: 6921, loss_aux: 1.0989, top1_acc: 0.6242, top5_acc: 0.8008, loss_cls: 1.6895, loss: 2.7883, grad_norm: 7.9544 2021-07-06 23:42:07,920 - mmaction - INFO - Epoch [85][3020/3757] lr: 1.000e-03, eta: 3 days, 1:23:20, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5380, loss: 2.5636, grad_norm: 7.7405 2021-07-06 23:42:28,892 - mmaction - INFO - Epoch [85][3040/3757] lr: 1.000e-03, eta: 3 days, 1:22:58, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0477, top1_acc: 0.6297, top5_acc: 0.8109, loss_cls: 1.6296, loss: 2.6773, grad_norm: 8.0378 2021-07-06 23:42:50,372 - mmaction - INFO - Epoch [85][3060/3757] lr: 1.000e-03, eta: 3 days, 1:22:36, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.0550, top1_acc: 0.6258, top5_acc: 0.8094, loss_cls: 1.6351, loss: 2.6901, grad_norm: 7.9054 2021-07-06 23:43:11,736 - mmaction - INFO - Epoch [85][3080/3757] lr: 1.000e-03, eta: 3 days, 1:22:15, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0551, top1_acc: 0.6258, top5_acc: 0.8234, loss_cls: 1.5982, loss: 2.6533, grad_norm: 7.9394 2021-07-06 23:43:32,893 - mmaction - INFO - Epoch [85][3100/3757] lr: 1.000e-03, eta: 3 days, 1:21:53, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0745, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.6259, loss: 2.7004, grad_norm: 8.1313 2021-07-06 23:43:54,072 - mmaction - INFO - Epoch [85][3120/3757] lr: 1.000e-03, eta: 3 days, 1:21:31, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6359, top5_acc: 0.8234, loss_cls: 1.5475, loss: 2.5778, grad_norm: 7.9104 2021-07-06 23:44:15,464 - mmaction - INFO - Epoch [85][3140/3757] lr: 1.000e-03, eta: 3 days, 1:21:09, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.0686, top1_acc: 0.6555, top5_acc: 0.8234, loss_cls: 1.5384, loss: 2.6069, grad_norm: 7.7227 2021-07-06 23:44:36,662 - mmaction - INFO - Epoch [85][3160/3757] lr: 1.000e-03, eta: 3 days, 1:20:47, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0953, top1_acc: 0.6242, top5_acc: 0.8141, loss_cls: 1.6403, loss: 2.7356, grad_norm: 8.1731 2021-07-06 23:44:58,108 - mmaction - INFO - Epoch [85][3180/3757] lr: 1.000e-03, eta: 3 days, 1:20:26, time: 1.074, data_time: 0.008, memory: 6921, loss_aux: 1.0479, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.5742, loss: 2.6221, grad_norm: 7.9509 2021-07-06 23:45:19,723 - mmaction - INFO - Epoch [85][3200/3757] lr: 1.000e-03, eta: 3 days, 1:20:04, time: 1.082, data_time: 0.026, memory: 6921, loss_aux: 1.0068, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5058, loss: 2.5126, grad_norm: 8.1152 2021-07-06 23:45:40,820 - mmaction - INFO - Epoch [85][3220/3757] lr: 1.000e-03, eta: 3 days, 1:19:42, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0320, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.5869, loss: 2.6189, grad_norm: 7.9397 2021-07-06 23:46:02,230 - mmaction - INFO - Epoch [85][3240/3757] lr: 1.000e-03, eta: 3 days, 1:19:20, time: 1.073, data_time: 0.029, memory: 6921, loss_aux: 1.0531, top1_acc: 0.6258, top5_acc: 0.8172, loss_cls: 1.5941, loss: 2.6472, grad_norm: 7.9688 2021-07-06 23:46:23,952 - mmaction - INFO - Epoch [85][3260/3757] lr: 1.000e-03, eta: 3 days, 1:18:59, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.0651, top1_acc: 0.6109, top5_acc: 0.8102, loss_cls: 1.6639, loss: 2.7291, grad_norm: 8.1691 2021-07-06 23:46:45,042 - mmaction - INFO - Epoch [85][3280/3757] lr: 1.000e-03, eta: 3 days, 1:18:37, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.1059, top1_acc: 0.6188, top5_acc: 0.8078, loss_cls: 1.6813, loss: 2.7872, grad_norm: 8.1655 2021-07-06 23:47:06,139 - mmaction - INFO - Epoch [85][3300/3757] lr: 1.000e-03, eta: 3 days, 1:18:15, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.1020, top1_acc: 0.5906, top5_acc: 0.7898, loss_cls: 1.7319, loss: 2.8338, grad_norm: 8.0423 2021-07-06 23:47:27,324 - mmaction - INFO - Epoch [85][3320/3757] lr: 1.000e-03, eta: 3 days, 1:17:53, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0592, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.6091, loss: 2.6684, grad_norm: 8.0069 2021-07-06 23:47:48,483 - mmaction - INFO - Epoch [85][3340/3757] lr: 1.000e-03, eta: 3 days, 1:17:31, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0096, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.5332, loss: 2.5429, grad_norm: 8.0542 2021-07-06 23:48:09,892 - mmaction - INFO - Epoch [85][3360/3757] lr: 1.000e-03, eta: 3 days, 1:17:10, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0475, top1_acc: 0.6172, top5_acc: 0.8133, loss_cls: 1.6085, loss: 2.6561, grad_norm: 8.0381 2021-07-06 23:48:31,741 - mmaction - INFO - Epoch [85][3380/3757] lr: 1.000e-03, eta: 3 days, 1:16:48, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0461, top1_acc: 0.6273, top5_acc: 0.8187, loss_cls: 1.5597, loss: 2.6058, grad_norm: 7.7973 2021-07-06 23:48:52,896 - mmaction - INFO - Epoch [85][3400/3757] lr: 1.000e-03, eta: 3 days, 1:16:26, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0338, top1_acc: 0.6195, top5_acc: 0.8125, loss_cls: 1.6202, loss: 2.6539, grad_norm: 8.0857 2021-07-06 23:49:14,102 - mmaction - INFO - Epoch [85][3420/3757] lr: 1.000e-03, eta: 3 days, 1:16:05, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0694, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.6279, loss: 2.6973, grad_norm: 7.9758 2021-07-06 23:49:35,612 - mmaction - INFO - Epoch [85][3440/3757] lr: 1.000e-03, eta: 3 days, 1:15:43, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.0674, top1_acc: 0.6297, top5_acc: 0.8070, loss_cls: 1.6229, loss: 2.6903, grad_norm: 7.9104 2021-07-06 23:49:57,335 - mmaction - INFO - Epoch [85][3460/3757] lr: 1.000e-03, eta: 3 days, 1:15:21, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.0768, top1_acc: 0.6141, top5_acc: 0.8070, loss_cls: 1.6544, loss: 2.7312, grad_norm: 8.0356 2021-07-06 23:50:18,620 - mmaction - INFO - Epoch [85][3480/3757] lr: 1.000e-03, eta: 3 days, 1:15:00, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0386, top1_acc: 0.6023, top5_acc: 0.8203, loss_cls: 1.6208, loss: 2.6594, grad_norm: 8.0358 2021-07-06 23:50:40,702 - mmaction - INFO - Epoch [85][3500/3757] lr: 1.000e-03, eta: 3 days, 1:14:38, time: 1.104, data_time: 0.001, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.5356, loss: 2.5415, grad_norm: 7.8538 2021-07-06 23:51:02,177 - mmaction - INFO - Epoch [85][3520/3757] lr: 1.000e-03, eta: 3 days, 1:14:17, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.0552, top1_acc: 0.6383, top5_acc: 0.8227, loss_cls: 1.5767, loss: 2.6319, grad_norm: 8.0940 2021-07-06 23:51:23,395 - mmaction - INFO - Epoch [85][3540/3757] lr: 1.000e-03, eta: 3 days, 1:13:55, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0608, top1_acc: 0.6352, top5_acc: 0.8211, loss_cls: 1.5978, loss: 2.6587, grad_norm: 7.7290 2021-07-06 23:51:44,532 - mmaction - INFO - Epoch [85][3560/3757] lr: 1.000e-03, eta: 3 days, 1:13:33, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9957, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4628, loss: 2.4585, grad_norm: 7.8678 2021-07-06 23:52:06,003 - mmaction - INFO - Epoch [85][3580/3757] lr: 1.000e-03, eta: 3 days, 1:13:11, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0534, top1_acc: 0.6289, top5_acc: 0.8109, loss_cls: 1.5857, loss: 2.6391, grad_norm: 7.9110 2021-07-06 23:52:27,043 - mmaction - INFO - Epoch [85][3600/3757] lr: 1.000e-03, eta: 3 days, 1:12:49, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0775, top1_acc: 0.6219, top5_acc: 0.8156, loss_cls: 1.6524, loss: 2.7299, grad_norm: 8.0209 2021-07-06 23:52:48,206 - mmaction - INFO - Epoch [85][3620/3757] lr: 1.000e-03, eta: 3 days, 1:12:28, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0591, top1_acc: 0.6195, top5_acc: 0.8187, loss_cls: 1.6158, loss: 2.6749, grad_norm: 8.0413 2021-07-06 23:53:09,385 - mmaction - INFO - Epoch [85][3640/3757] lr: 1.000e-03, eta: 3 days, 1:12:06, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0326, top1_acc: 0.6227, top5_acc: 0.8273, loss_cls: 1.5889, loss: 2.6215, grad_norm: 7.8189 2021-07-06 23:53:30,944 - mmaction - INFO - Epoch [85][3660/3757] lr: 1.000e-03, eta: 3 days, 1:11:44, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0456, top1_acc: 0.6125, top5_acc: 0.8141, loss_cls: 1.5867, loss: 2.6324, grad_norm: 7.9789 2021-07-06 23:53:52,264 - mmaction - INFO - Epoch [85][3680/3757] lr: 1.000e-03, eta: 3 days, 1:11:22, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.1315, top1_acc: 0.6078, top5_acc: 0.8070, loss_cls: 1.7029, loss: 2.8344, grad_norm: 8.2414 2021-07-06 23:54:13,380 - mmaction - INFO - Epoch [85][3700/3757] lr: 1.000e-03, eta: 3 days, 1:11:00, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0523, top1_acc: 0.6266, top5_acc: 0.8125, loss_cls: 1.5793, loss: 2.6316, grad_norm: 7.8991 2021-07-06 23:54:34,598 - mmaction - INFO - Epoch [85][3720/3757] lr: 1.000e-03, eta: 3 days, 1:10:39, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0431, top1_acc: 0.6195, top5_acc: 0.8219, loss_cls: 1.5697, loss: 2.6128, grad_norm: 7.8553 2021-07-06 23:54:55,664 - mmaction - INFO - Epoch [85][3740/3757] lr: 1.000e-03, eta: 3 days, 1:10:17, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0940, top1_acc: 0.6000, top5_acc: 0.8039, loss_cls: 1.6728, loss: 2.7668, grad_norm: 8.1556 2021-07-06 23:55:14,818 - mmaction - INFO - Saving checkpoint at 85 epochs 2021-07-07 00:00:05,022 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 00:00:05,841 - mmaction - INFO - top1_acc 0.6810 top5_acc 0.8747 2021-07-07 00:00:05,842 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 00:00:05,871 - mmaction - INFO - mean_acc 0.6808 2021-07-07 00:00:05,878 - mmaction - INFO - Epoch(val) [85][310] top1_acc: 0.6810, top5_acc: 0.8747, mean_class_accuracy: 0.6808 2021-07-07 00:01:08,020 - mmaction - INFO - Epoch [86][20/3757] lr: 1.000e-03, eta: 3 days, 1:09:54, time: 3.106, data_time: 2.074, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6469, top5_acc: 0.8336, loss_cls: 1.5222, loss: 2.5367, grad_norm: 8.0331 2021-07-07 00:01:29,821 - mmaction - INFO - Epoch [86][40/3757] lr: 1.000e-03, eta: 3 days, 1:09:32, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.0568, top1_acc: 0.6125, top5_acc: 0.8383, loss_cls: 1.5745, loss: 2.6313, grad_norm: 8.1978 2021-07-07 00:01:50,753 - mmaction - INFO - Epoch [86][60/3757] lr: 1.000e-03, eta: 3 days, 1:09:10, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0409, top1_acc: 0.6203, top5_acc: 0.8383, loss_cls: 1.5433, loss: 2.5842, grad_norm: 8.0337 2021-07-07 00:02:13,004 - mmaction - INFO - Epoch [86][80/3757] lr: 1.000e-03, eta: 3 days, 1:08:49, time: 1.112, data_time: 0.069, memory: 6921, loss_aux: 1.0862, top1_acc: 0.6039, top5_acc: 0.8063, loss_cls: 1.6737, loss: 2.7599, grad_norm: 8.1830 2021-07-07 00:02:34,434 - mmaction - INFO - Epoch [86][100/3757] lr: 1.000e-03, eta: 3 days, 1:08:27, time: 1.072, data_time: 0.015, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.4771, loss: 2.4925, grad_norm: 7.7879 2021-07-07 00:02:56,244 - mmaction - INFO - Epoch [86][120/3757] lr: 1.000e-03, eta: 3 days, 1:08:06, time: 1.088, data_time: 0.058, memory: 6921, loss_aux: 1.0450, top1_acc: 0.6289, top5_acc: 0.8281, loss_cls: 1.5931, loss: 2.6381, grad_norm: 8.0170 2021-07-07 00:03:17,677 - mmaction - INFO - Epoch [86][140/3757] lr: 1.000e-03, eta: 3 days, 1:07:44, time: 1.073, data_time: 0.007, memory: 6921, loss_aux: 1.0351, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.5743, loss: 2.6094, grad_norm: 7.8088 2021-07-07 00:03:39,803 - mmaction - INFO - Epoch [86][160/3757] lr: 1.000e-03, eta: 3 days, 1:07:23, time: 1.107, data_time: 0.050, memory: 6921, loss_aux: 1.0580, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6096, loss: 2.6676, grad_norm: 8.2009 2021-07-07 00:04:01,253 - mmaction - INFO - Epoch [86][180/3757] lr: 1.000e-03, eta: 3 days, 1:07:02, time: 1.072, data_time: 0.027, memory: 6921, loss_aux: 1.0110, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.5061, loss: 2.5172, grad_norm: 7.7570 2021-07-07 00:04:22,413 - mmaction - INFO - Epoch [86][200/3757] lr: 1.000e-03, eta: 3 days, 1:06:40, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9848, top1_acc: 0.6570, top5_acc: 0.8477, loss_cls: 1.4302, loss: 2.4151, grad_norm: 7.8971 2021-07-07 00:04:43,853 - mmaction - INFO - Epoch [86][220/3757] lr: 1.000e-03, eta: 3 days, 1:06:18, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0763, top1_acc: 0.5945, top5_acc: 0.8109, loss_cls: 1.6704, loss: 2.7466, grad_norm: 8.0818 2021-07-07 00:05:05,285 - mmaction - INFO - Epoch [86][240/3757] lr: 1.000e-03, eta: 3 days, 1:05:56, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.0798, top1_acc: 0.6141, top5_acc: 0.8258, loss_cls: 1.6225, loss: 2.7023, grad_norm: 8.1638 2021-07-07 00:05:26,582 - mmaction - INFO - Epoch [86][260/3757] lr: 1.000e-03, eta: 3 days, 1:05:35, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0629, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.6356, loss: 2.6984, grad_norm: 8.2248 2021-07-07 00:05:48,304 - mmaction - INFO - Epoch [86][280/3757] lr: 1.000e-03, eta: 3 days, 1:05:13, time: 1.087, data_time: 0.019, memory: 6921, loss_aux: 1.0965, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.6078, loss: 2.7043, grad_norm: 8.1418 2021-07-07 00:06:09,285 - mmaction - INFO - Epoch [86][300/3757] lr: 1.000e-03, eta: 3 days, 1:04:51, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0893, top1_acc: 0.6180, top5_acc: 0.8031, loss_cls: 1.6569, loss: 2.7462, grad_norm: 8.0953 2021-07-07 00:06:30,723 - mmaction - INFO - Epoch [86][320/3757] lr: 1.000e-03, eta: 3 days, 1:04:29, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6367, top5_acc: 0.8289, loss_cls: 1.5275, loss: 2.5386, grad_norm: 7.8189 2021-07-07 00:06:52,299 - mmaction - INFO - Epoch [86][340/3757] lr: 1.000e-03, eta: 3 days, 1:04:08, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.0904, top1_acc: 0.6156, top5_acc: 0.8141, loss_cls: 1.6436, loss: 2.7340, grad_norm: 8.1948 2021-07-07 00:07:15,169 - mmaction - INFO - Epoch [86][360/3757] lr: 1.000e-03, eta: 3 days, 1:03:47, time: 1.144, data_time: 0.005, memory: 6921, loss_aux: 1.0526, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5918, loss: 2.6445, grad_norm: 7.9598 2021-07-07 00:07:36,157 - mmaction - INFO - Epoch [86][380/3757] lr: 1.000e-03, eta: 3 days, 1:03:25, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0792, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.6430, loss: 2.7222, grad_norm: 8.2229 2021-07-07 00:07:57,326 - mmaction - INFO - Epoch [86][400/3757] lr: 1.000e-03, eta: 3 days, 1:03:03, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0502, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.6087, loss: 2.6589, grad_norm: 8.1091 2021-07-07 00:08:18,473 - mmaction - INFO - Epoch [86][420/3757] lr: 1.000e-03, eta: 3 days, 1:02:41, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0549, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.5817, loss: 2.6367, grad_norm: 8.1977 2021-07-07 00:08:39,688 - mmaction - INFO - Epoch [86][440/3757] lr: 1.000e-03, eta: 3 days, 1:02:20, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.5310, loss: 2.5424, grad_norm: 7.8846 2021-07-07 00:09:01,666 - mmaction - INFO - Epoch [86][460/3757] lr: 1.000e-03, eta: 3 days, 1:01:58, time: 1.098, data_time: 0.001, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.5011, loss: 2.5167, grad_norm: 7.7997 2021-07-07 00:09:22,620 - mmaction - INFO - Epoch [86][480/3757] lr: 1.000e-03, eta: 3 days, 1:01:36, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0800, top1_acc: 0.6086, top5_acc: 0.8141, loss_cls: 1.6587, loss: 2.7387, grad_norm: 8.2996 2021-07-07 00:09:43,861 - mmaction - INFO - Epoch [86][500/3757] lr: 1.000e-03, eta: 3 days, 1:01:14, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0512, top1_acc: 0.6375, top5_acc: 0.8102, loss_cls: 1.5921, loss: 2.6433, grad_norm: 7.7159 2021-07-07 00:10:05,679 - mmaction - INFO - Epoch [86][520/3757] lr: 1.000e-03, eta: 3 days, 1:00:53, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.0659, top1_acc: 0.6461, top5_acc: 0.8250, loss_cls: 1.5653, loss: 2.6312, grad_norm: 7.8889 2021-07-07 00:10:27,558 - mmaction - INFO - Epoch [86][540/3757] lr: 1.000e-03, eta: 3 days, 1:00:32, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.0607, top1_acc: 0.6031, top5_acc: 0.8156, loss_cls: 1.6479, loss: 2.7086, grad_norm: 8.1480 2021-07-07 00:10:48,610 - mmaction - INFO - Epoch [86][560/3757] lr: 1.000e-03, eta: 3 days, 1:00:10, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0445, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.5953, loss: 2.6398, grad_norm: 8.0339 2021-07-07 00:11:09,728 - mmaction - INFO - Epoch [86][580/3757] lr: 1.000e-03, eta: 3 days, 0:59:48, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.4772, loss: 2.4813, grad_norm: 7.5572 2021-07-07 00:11:30,917 - mmaction - INFO - Epoch [86][600/3757] lr: 1.000e-03, eta: 3 days, 0:59:26, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0398, top1_acc: 0.6250, top5_acc: 0.8180, loss_cls: 1.5564, loss: 2.5962, grad_norm: 7.9020 2021-07-07 00:11:52,429 - mmaction - INFO - Epoch [86][620/3757] lr: 1.000e-03, eta: 3 days, 0:59:04, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.1010, top1_acc: 0.6148, top5_acc: 0.7984, loss_cls: 1.6953, loss: 2.7962, grad_norm: 8.0123 2021-07-07 00:12:14,868 - mmaction - INFO - Epoch [86][640/3757] lr: 1.000e-03, eta: 3 days, 0:58:43, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 1.0245, top1_acc: 0.6430, top5_acc: 0.8344, loss_cls: 1.5128, loss: 2.5373, grad_norm: 8.0727 2021-07-07 00:12:36,060 - mmaction - INFO - Epoch [86][660/3757] lr: 1.000e-03, eta: 3 days, 0:58:22, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6383, top5_acc: 0.8438, loss_cls: 1.5312, loss: 2.5467, grad_norm: 8.0040 2021-07-07 00:12:58,310 - mmaction - INFO - Epoch [86][680/3757] lr: 1.000e-03, eta: 3 days, 0:58:00, time: 1.111, data_time: 0.061, memory: 6921, loss_aux: 1.0637, top1_acc: 0.6172, top5_acc: 0.8172, loss_cls: 1.6076, loss: 2.6713, grad_norm: 8.1214 2021-07-07 00:13:19,515 - mmaction - INFO - Epoch [86][700/3757] lr: 1.000e-03, eta: 3 days, 0:57:39, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0849, top1_acc: 0.6180, top5_acc: 0.8211, loss_cls: 1.6482, loss: 2.7330, grad_norm: 8.2024 2021-07-07 00:13:40,602 - mmaction - INFO - Epoch [86][720/3757] lr: 1.000e-03, eta: 3 days, 0:57:17, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0062, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.5154, loss: 2.5216, grad_norm: 7.7762 2021-07-07 00:14:01,886 - mmaction - INFO - Epoch [86][740/3757] lr: 1.000e-03, eta: 3 days, 0:56:55, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0328, top1_acc: 0.6328, top5_acc: 0.8375, loss_cls: 1.5192, loss: 2.5520, grad_norm: 7.8806 2021-07-07 00:14:23,059 - mmaction - INFO - Epoch [86][760/3757] lr: 1.000e-03, eta: 3 days, 0:56:33, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0601, top1_acc: 0.6258, top5_acc: 0.8133, loss_cls: 1.5996, loss: 2.6596, grad_norm: 7.9201 2021-07-07 00:14:45,320 - mmaction - INFO - Epoch [86][780/3757] lr: 1.000e-03, eta: 3 days, 0:56:12, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.0418, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.5864, loss: 2.6282, grad_norm: 7.9259 2021-07-07 00:15:06,508 - mmaction - INFO - Epoch [86][800/3757] lr: 1.000e-03, eta: 3 days, 0:55:50, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0513, top1_acc: 0.6211, top5_acc: 0.8359, loss_cls: 1.5655, loss: 2.6169, grad_norm: 8.0497 2021-07-07 00:15:27,973 - mmaction - INFO - Epoch [86][820/3757] lr: 1.000e-03, eta: 3 days, 0:55:28, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6242, top5_acc: 0.8523, loss_cls: 1.4897, loss: 2.5011, grad_norm: 7.9797 2021-07-07 00:15:49,218 - mmaction - INFO - Epoch [86][840/3757] lr: 1.000e-03, eta: 3 days, 0:55:07, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0407, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.5692, loss: 2.6099, grad_norm: 7.9660 2021-07-07 00:16:10,865 - mmaction - INFO - Epoch [86][860/3757] lr: 1.000e-03, eta: 3 days, 0:54:45, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6258, top5_acc: 0.8195, loss_cls: 1.5807, loss: 2.6166, grad_norm: 8.0545 2021-07-07 00:16:32,562 - mmaction - INFO - Epoch [86][880/3757] lr: 1.000e-03, eta: 3 days, 0:54:24, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.0742, top1_acc: 0.6164, top5_acc: 0.8195, loss_cls: 1.5927, loss: 2.6669, grad_norm: 7.9989 2021-07-07 00:16:53,654 - mmaction - INFO - Epoch [86][900/3757] lr: 1.000e-03, eta: 3 days, 0:54:02, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0660, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.5418, loss: 2.6077, grad_norm: 8.0043 2021-07-07 00:17:15,611 - mmaction - INFO - Epoch [86][920/3757] lr: 1.000e-03, eta: 3 days, 0:53:40, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.0818, top1_acc: 0.6148, top5_acc: 0.8094, loss_cls: 1.6663, loss: 2.7481, grad_norm: 8.2448 2021-07-07 00:17:37,343 - mmaction - INFO - Epoch [86][940/3757] lr: 1.000e-03, eta: 3 days, 0:53:19, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.0610, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.5784, loss: 2.6394, grad_norm: 8.1076 2021-07-07 00:17:58,669 - mmaction - INFO - Epoch [86][960/3757] lr: 1.000e-03, eta: 3 days, 0:52:57, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0603, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.5899, loss: 2.6502, grad_norm: 7.9812 2021-07-07 00:18:20,006 - mmaction - INFO - Epoch [86][980/3757] lr: 1.000e-03, eta: 3 days, 0:52:35, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.0434, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.5870, loss: 2.6303, grad_norm: 8.2118 2021-07-07 00:18:41,155 - mmaction - INFO - Epoch [86][1000/3757] lr: 1.000e-03, eta: 3 days, 0:52:14, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0393, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.5241, loss: 2.5634, grad_norm: 7.8140 2021-07-07 00:19:02,568 - mmaction - INFO - Epoch [86][1020/3757] lr: 1.000e-03, eta: 3 days, 0:51:52, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0327, top1_acc: 0.6344, top5_acc: 0.8320, loss_cls: 1.5250, loss: 2.5578, grad_norm: 8.0141 2021-07-07 00:19:23,767 - mmaction - INFO - Epoch [86][1040/3757] lr: 1.000e-03, eta: 3 days, 0:51:30, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0284, top1_acc: 0.6203, top5_acc: 0.8383, loss_cls: 1.5386, loss: 2.5670, grad_norm: 8.2094 2021-07-07 00:19:45,141 - mmaction - INFO - Epoch [86][1060/3757] lr: 1.000e-03, eta: 3 days, 0:51:08, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.0321, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.5170, loss: 2.5491, grad_norm: 8.0293 2021-07-07 00:20:07,364 - mmaction - INFO - Epoch [86][1080/3757] lr: 1.000e-03, eta: 3 days, 0:50:47, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.0920, top1_acc: 0.5961, top5_acc: 0.8187, loss_cls: 1.6550, loss: 2.7470, grad_norm: 8.2933 2021-07-07 00:20:28,618 - mmaction - INFO - Epoch [86][1100/3757] lr: 1.000e-03, eta: 3 days, 0:50:25, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.0679, top1_acc: 0.6328, top5_acc: 0.8219, loss_cls: 1.6011, loss: 2.6690, grad_norm: 7.8977 2021-07-07 00:20:49,689 - mmaction - INFO - Epoch [86][1120/3757] lr: 1.000e-03, eta: 3 days, 0:50:03, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0803, top1_acc: 0.6078, top5_acc: 0.8008, loss_cls: 1.6795, loss: 2.7598, grad_norm: 8.1675 2021-07-07 00:21:10,866 - mmaction - INFO - Epoch [86][1140/3757] lr: 1.000e-03, eta: 3 days, 0:49:42, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0741, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6422, loss: 2.7163, grad_norm: 8.1606 2021-07-07 00:21:32,110 - mmaction - INFO - Epoch [86][1160/3757] lr: 1.000e-03, eta: 3 days, 0:49:20, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4749, loss: 2.4718, grad_norm: 7.6768 2021-07-07 00:21:54,260 - mmaction - INFO - Epoch [86][1180/3757] lr: 1.000e-03, eta: 3 days, 0:48:59, time: 1.108, data_time: 0.057, memory: 6921, loss_aux: 1.0399, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.5551, loss: 2.5950, grad_norm: 7.8060 2021-07-07 00:22:15,335 - mmaction - INFO - Epoch [86][1200/3757] lr: 1.000e-03, eta: 3 days, 0:48:37, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0230, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.5025, loss: 2.5255, grad_norm: 7.9208 2021-07-07 00:22:36,470 - mmaction - INFO - Epoch [86][1220/3757] lr: 1.000e-03, eta: 3 days, 0:48:15, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0078, top1_acc: 0.6227, top5_acc: 0.8297, loss_cls: 1.5544, loss: 2.5622, grad_norm: 7.9990 2021-07-07 00:22:57,930 - mmaction - INFO - Epoch [86][1240/3757] lr: 1.000e-03, eta: 3 days, 0:47:53, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.0480, top1_acc: 0.6172, top5_acc: 0.8180, loss_cls: 1.6396, loss: 2.6876, grad_norm: 8.5832 2021-07-07 00:23:19,544 - mmaction - INFO - Epoch [86][1260/3757] lr: 1.000e-03, eta: 3 days, 0:47:32, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0112, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.5272, loss: 2.5384, grad_norm: 7.7031 2021-07-07 00:23:41,194 - mmaction - INFO - Epoch [86][1280/3757] lr: 1.000e-03, eta: 3 days, 0:47:10, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.0329, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5872, loss: 2.6201, grad_norm: 8.0588 2021-07-07 00:24:02,375 - mmaction - INFO - Epoch [86][1300/3757] lr: 1.000e-03, eta: 3 days, 0:46:48, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0763, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5992, loss: 2.6755, grad_norm: 8.4325 2021-07-07 00:24:23,333 - mmaction - INFO - Epoch [86][1320/3757] lr: 1.000e-03, eta: 3 days, 0:46:26, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0562, top1_acc: 0.6148, top5_acc: 0.8258, loss_cls: 1.6092, loss: 2.6654, grad_norm: 8.1969 2021-07-07 00:24:44,893 - mmaction - INFO - Epoch [86][1340/3757] lr: 1.000e-03, eta: 3 days, 0:46:05, time: 1.078, data_time: 0.024, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5735, loss: 2.6089, grad_norm: 8.0746 2021-07-07 00:25:06,979 - mmaction - INFO - Epoch [86][1360/3757] lr: 1.000e-03, eta: 3 days, 0:45:43, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.0949, top1_acc: 0.6195, top5_acc: 0.8055, loss_cls: 1.6673, loss: 2.7622, grad_norm: 8.3015 2021-07-07 00:25:28,187 - mmaction - INFO - Epoch [86][1380/3757] lr: 1.000e-03, eta: 3 days, 0:45:21, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0755, top1_acc: 0.6164, top5_acc: 0.8109, loss_cls: 1.6574, loss: 2.7329, grad_norm: 8.2316 2021-07-07 00:25:50,178 - mmaction - INFO - Epoch [86][1400/3757] lr: 1.000e-03, eta: 3 days, 0:45:00, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 1.0495, top1_acc: 0.6273, top5_acc: 0.8367, loss_cls: 1.5648, loss: 2.6143, grad_norm: 8.0524 2021-07-07 00:26:11,300 - mmaction - INFO - Epoch [86][1420/3757] lr: 1.000e-03, eta: 3 days, 0:44:38, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0398, top1_acc: 0.6500, top5_acc: 0.8258, loss_cls: 1.5553, loss: 2.5951, grad_norm: 7.8842 2021-07-07 00:26:32,577 - mmaction - INFO - Epoch [86][1440/3757] lr: 1.000e-03, eta: 3 days, 0:44:17, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6469, top5_acc: 0.8211, loss_cls: 1.5327, loss: 2.5599, grad_norm: 7.6553 2021-07-07 00:26:53,734 - mmaction - INFO - Epoch [86][1460/3757] lr: 1.000e-03, eta: 3 days, 0:43:55, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0555, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5422, loss: 2.5977, grad_norm: 8.0291 2021-07-07 00:27:15,000 - mmaction - INFO - Epoch [86][1480/3757] lr: 1.000e-03, eta: 3 days, 0:43:33, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0066, top1_acc: 0.6523, top5_acc: 0.8391, loss_cls: 1.4975, loss: 2.5041, grad_norm: 8.0717 2021-07-07 00:27:36,646 - mmaction - INFO - Epoch [86][1500/3757] lr: 1.000e-03, eta: 3 days, 0:43:11, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.0421, top1_acc: 0.6352, top5_acc: 0.8070, loss_cls: 1.5969, loss: 2.6390, grad_norm: 7.9798 2021-07-07 00:27:57,772 - mmaction - INFO - Epoch [86][1520/3757] lr: 1.000e-03, eta: 3 days, 0:42:49, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0275, top1_acc: 0.6359, top5_acc: 0.8211, loss_cls: 1.5804, loss: 2.6078, grad_norm: 7.9210 2021-07-07 00:28:19,968 - mmaction - INFO - Epoch [86][1540/3757] lr: 1.000e-03, eta: 3 days, 0:42:28, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.0772, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.6155, loss: 2.6927, grad_norm: 8.1117 2021-07-07 00:28:41,063 - mmaction - INFO - Epoch [86][1560/3757] lr: 1.000e-03, eta: 3 days, 0:42:06, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0076, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.5121, loss: 2.5197, grad_norm: 8.0752 2021-07-07 00:29:03,285 - mmaction - INFO - Epoch [86][1580/3757] lr: 1.000e-03, eta: 3 days, 0:41:45, time: 1.111, data_time: 0.006, memory: 6921, loss_aux: 1.0617, top1_acc: 0.6219, top5_acc: 0.8094, loss_cls: 1.6075, loss: 2.6692, grad_norm: 8.1670 2021-07-07 00:29:24,416 - mmaction - INFO - Epoch [86][1600/3757] lr: 1.000e-03, eta: 3 days, 0:41:23, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0559, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5855, loss: 2.6415, grad_norm: 8.0379 2021-07-07 00:29:45,403 - mmaction - INFO - Epoch [86][1620/3757] lr: 1.000e-03, eta: 3 days, 0:41:01, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0949, top1_acc: 0.5984, top5_acc: 0.8094, loss_cls: 1.6819, loss: 2.7768, grad_norm: 8.3692 2021-07-07 00:30:06,636 - mmaction - INFO - Epoch [86][1640/3757] lr: 1.000e-03, eta: 3 days, 0:40:39, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6337, loss: 2.6801, grad_norm: 8.2423 2021-07-07 00:30:28,131 - mmaction - INFO - Epoch [86][1660/3757] lr: 1.000e-03, eta: 3 days, 0:40:18, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.0815, top1_acc: 0.6117, top5_acc: 0.8133, loss_cls: 1.6267, loss: 2.7081, grad_norm: 7.9181 2021-07-07 00:30:49,255 - mmaction - INFO - Epoch [86][1680/3757] lr: 1.000e-03, eta: 3 days, 0:39:56, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0456, top1_acc: 0.6227, top5_acc: 0.8164, loss_cls: 1.6299, loss: 2.6755, grad_norm: 8.1535 2021-07-07 00:31:10,651 - mmaction - INFO - Epoch [86][1700/3757] lr: 1.000e-03, eta: 3 days, 0:39:34, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0047, top1_acc: 0.6445, top5_acc: 0.8305, loss_cls: 1.5151, loss: 2.5198, grad_norm: 7.8639 2021-07-07 00:31:32,189 - mmaction - INFO - Epoch [86][1720/3757] lr: 1.000e-03, eta: 3 days, 0:39:13, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.0786, top1_acc: 0.6164, top5_acc: 0.8148, loss_cls: 1.6258, loss: 2.7044, grad_norm: 8.1004 2021-07-07 00:31:53,354 - mmaction - INFO - Epoch [86][1740/3757] lr: 1.000e-03, eta: 3 days, 0:38:51, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0100, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5598, loss: 2.5698, grad_norm: 7.9449 2021-07-07 00:32:14,745 - mmaction - INFO - Epoch [86][1760/3757] lr: 1.000e-03, eta: 3 days, 0:38:29, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0800, top1_acc: 0.6203, top5_acc: 0.8156, loss_cls: 1.6345, loss: 2.7144, grad_norm: 8.0385 2021-07-07 00:32:36,096 - mmaction - INFO - Epoch [86][1780/3757] lr: 1.000e-03, eta: 3 days, 0:38:07, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.0260, top1_acc: 0.6422, top5_acc: 0.8320, loss_cls: 1.5452, loss: 2.5713, grad_norm: 8.0126 2021-07-07 00:32:57,302 - mmaction - INFO - Epoch [86][1800/3757] lr: 1.000e-03, eta: 3 days, 0:37:45, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0618, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.5904, loss: 2.6522, grad_norm: 8.0502 2021-07-07 00:33:18,357 - mmaction - INFO - Epoch [86][1820/3757] lr: 1.000e-03, eta: 3 days, 0:37:24, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9943, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4653, loss: 2.4596, grad_norm: 8.0532 2021-07-07 00:33:39,545 - mmaction - INFO - Epoch [86][1840/3757] lr: 1.000e-03, eta: 3 days, 0:37:02, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0855, top1_acc: 0.6039, top5_acc: 0.8078, loss_cls: 1.6927, loss: 2.7782, grad_norm: 8.1707 2021-07-07 00:34:01,108 - mmaction - INFO - Epoch [86][1860/3757] lr: 1.000e-03, eta: 3 days, 0:36:40, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.0663, top1_acc: 0.6133, top5_acc: 0.8258, loss_cls: 1.6164, loss: 2.6827, grad_norm: 8.1728 2021-07-07 00:34:23,015 - mmaction - INFO - Epoch [86][1880/3757] lr: 1.000e-03, eta: 3 days, 0:36:19, time: 1.097, data_time: 0.043, memory: 6921, loss_aux: 1.0327, top1_acc: 0.6461, top5_acc: 0.8203, loss_cls: 1.5782, loss: 2.6109, grad_norm: 8.1925 2021-07-07 00:34:44,068 - mmaction - INFO - Epoch [86][1900/3757] lr: 1.000e-03, eta: 3 days, 0:35:57, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0388, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.5680, loss: 2.6068, grad_norm: 7.8311 2021-07-07 00:35:05,001 - mmaction - INFO - Epoch [86][1920/3757] lr: 1.000e-03, eta: 3 days, 0:35:35, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0604, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.5938, loss: 2.6542, grad_norm: 8.0729 2021-07-07 00:35:27,247 - mmaction - INFO - Epoch [86][1940/3757] lr: 1.000e-03, eta: 3 days, 0:35:14, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 1.0437, top1_acc: 0.6305, top5_acc: 0.8234, loss_cls: 1.5664, loss: 2.6100, grad_norm: 7.9469 2021-07-07 00:35:48,310 - mmaction - INFO - Epoch [86][1960/3757] lr: 1.000e-03, eta: 3 days, 0:34:52, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0530, top1_acc: 0.6273, top5_acc: 0.8117, loss_cls: 1.6662, loss: 2.7192, grad_norm: 8.0125 2021-07-07 00:36:09,532 - mmaction - INFO - Epoch [86][1980/3757] lr: 1.000e-03, eta: 3 days, 0:34:30, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0634, top1_acc: 0.6039, top5_acc: 0.8078, loss_cls: 1.6687, loss: 2.7321, grad_norm: 7.9853 2021-07-07 00:36:30,577 - mmaction - INFO - Epoch [86][2000/3757] lr: 1.000e-03, eta: 3 days, 0:34:08, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0793, top1_acc: 0.6117, top5_acc: 0.8148, loss_cls: 1.6361, loss: 2.7154, grad_norm: 8.0432 2021-07-07 00:36:51,805 - mmaction - INFO - Epoch [86][2020/3757] lr: 1.000e-03, eta: 3 days, 0:33:46, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5011, loss: 2.4894, grad_norm: 7.9780 2021-07-07 00:37:13,015 - mmaction - INFO - Epoch [86][2040/3757] lr: 1.000e-03, eta: 3 days, 0:33:24, time: 1.061, data_time: 0.007, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5254, loss: 2.5546, grad_norm: 7.7893 2021-07-07 00:37:34,213 - mmaction - INFO - Epoch [86][2060/3757] lr: 1.000e-03, eta: 3 days, 0:33:02, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.1152, top1_acc: 0.5953, top5_acc: 0.7977, loss_cls: 1.7356, loss: 2.8509, grad_norm: 8.3187 2021-07-07 00:37:56,205 - mmaction - INFO - Epoch [86][2080/3757] lr: 1.000e-03, eta: 3 days, 0:32:41, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.0685, top1_acc: 0.6242, top5_acc: 0.8133, loss_cls: 1.6695, loss: 2.7380, grad_norm: 8.1702 2021-07-07 00:38:17,275 - mmaction - INFO - Epoch [86][2100/3757] lr: 1.000e-03, eta: 3 days, 0:32:19, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0179, top1_acc: 0.6555, top5_acc: 0.8125, loss_cls: 1.5745, loss: 2.5924, grad_norm: 7.8705 2021-07-07 00:38:38,775 - mmaction - INFO - Epoch [86][2120/3757] lr: 1.000e-03, eta: 3 days, 0:31:58, time: 1.076, data_time: 0.029, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6344, top5_acc: 0.8258, loss_cls: 1.5567, loss: 2.5712, grad_norm: 7.9328 2021-07-07 00:38:59,973 - mmaction - INFO - Epoch [86][2140/3757] lr: 1.000e-03, eta: 3 days, 0:31:36, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6391, top5_acc: 0.8289, loss_cls: 1.5080, loss: 2.5337, grad_norm: 8.0120 2021-07-07 00:39:21,339 - mmaction - INFO - Epoch [86][2160/3757] lr: 1.000e-03, eta: 3 days, 0:31:14, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.0593, top1_acc: 0.6445, top5_acc: 0.8242, loss_cls: 1.5595, loss: 2.6187, grad_norm: 7.9087 2021-07-07 00:39:42,196 - mmaction - INFO - Epoch [86][2180/3757] lr: 1.000e-03, eta: 3 days, 0:30:52, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0484, top1_acc: 0.6281, top5_acc: 0.8195, loss_cls: 1.5827, loss: 2.6311, grad_norm: 8.2527 2021-07-07 00:40:03,565 - mmaction - INFO - Epoch [86][2200/3757] lr: 1.000e-03, eta: 3 days, 0:30:30, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.0476, top1_acc: 0.6305, top5_acc: 0.8227, loss_cls: 1.5424, loss: 2.5901, grad_norm: 8.0680 2021-07-07 00:40:24,902 - mmaction - INFO - Epoch [86][2220/3757] lr: 1.000e-03, eta: 3 days, 0:30:08, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0369, top1_acc: 0.6258, top5_acc: 0.8133, loss_cls: 1.6141, loss: 2.6511, grad_norm: 8.2266 2021-07-07 00:40:46,229 - mmaction - INFO - Epoch [86][2240/3757] lr: 1.000e-03, eta: 3 days, 0:29:47, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0902, top1_acc: 0.6148, top5_acc: 0.8141, loss_cls: 1.6886, loss: 2.7789, grad_norm: 8.2273 2021-07-07 00:41:07,331 - mmaction - INFO - Epoch [86][2260/3757] lr: 1.000e-03, eta: 3 days, 0:29:25, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0519, top1_acc: 0.6266, top5_acc: 0.8148, loss_cls: 1.6117, loss: 2.6637, grad_norm: 7.9380 2021-07-07 00:41:28,660 - mmaction - INFO - Epoch [86][2280/3757] lr: 1.000e-03, eta: 3 days, 0:29:03, time: 1.068, data_time: 0.015, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5646, loss: 2.6018, grad_norm: 8.1323 2021-07-07 00:41:50,429 - mmaction - INFO - Epoch [86][2300/3757] lr: 1.000e-03, eta: 3 days, 0:28:41, time: 1.087, data_time: 0.034, memory: 6921, loss_aux: 1.0739, top1_acc: 0.6133, top5_acc: 0.8039, loss_cls: 1.6467, loss: 2.7206, grad_norm: 8.0808 2021-07-07 00:42:11,530 - mmaction - INFO - Epoch [86][2320/3757] lr: 1.000e-03, eta: 3 days, 0:28:20, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0186, top1_acc: 0.6555, top5_acc: 0.8297, loss_cls: 1.5040, loss: 2.5226, grad_norm: 7.8492 2021-07-07 00:42:32,800 - mmaction - INFO - Epoch [86][2340/3757] lr: 1.000e-03, eta: 3 days, 0:27:58, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0500, top1_acc: 0.6242, top5_acc: 0.8164, loss_cls: 1.6073, loss: 2.6573, grad_norm: 8.3004 2021-07-07 00:42:53,824 - mmaction - INFO - Epoch [86][2360/3757] lr: 1.000e-03, eta: 3 days, 0:27:36, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0912, top1_acc: 0.6102, top5_acc: 0.8164, loss_cls: 1.6614, loss: 2.7526, grad_norm: 8.2327 2021-07-07 00:43:15,599 - mmaction - INFO - Epoch [86][2380/3757] lr: 1.000e-03, eta: 3 days, 0:27:14, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.0245, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.5371, loss: 2.5616, grad_norm: 7.8345 2021-07-07 00:43:37,168 - mmaction - INFO - Epoch [86][2400/3757] lr: 1.000e-03, eta: 3 days, 0:26:53, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.0698, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.6275, loss: 2.6973, grad_norm: 8.1700 2021-07-07 00:43:58,380 - mmaction - INFO - Epoch [86][2420/3757] lr: 1.000e-03, eta: 3 days, 0:26:31, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0299, top1_acc: 0.6180, top5_acc: 0.8266, loss_cls: 1.5544, loss: 2.5843, grad_norm: 8.0198 2021-07-07 00:44:19,378 - mmaction - INFO - Epoch [86][2440/3757] lr: 1.000e-03, eta: 3 days, 0:26:09, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0550, top1_acc: 0.6078, top5_acc: 0.8242, loss_cls: 1.6205, loss: 2.6755, grad_norm: 8.1657 2021-07-07 00:44:40,946 - mmaction - INFO - Epoch [86][2460/3757] lr: 1.000e-03, eta: 3 days, 0:25:47, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0597, top1_acc: 0.6141, top5_acc: 0.8234, loss_cls: 1.5987, loss: 2.6583, grad_norm: 8.3059 2021-07-07 00:45:02,434 - mmaction - INFO - Epoch [86][2480/3757] lr: 1.000e-03, eta: 3 days, 0:25:26, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0662, top1_acc: 0.6250, top5_acc: 0.8031, loss_cls: 1.6345, loss: 2.7007, grad_norm: 8.1133 2021-07-07 00:45:23,792 - mmaction - INFO - Epoch [86][2500/3757] lr: 1.000e-03, eta: 3 days, 0:25:04, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0986, top1_acc: 0.6164, top5_acc: 0.8102, loss_cls: 1.6649, loss: 2.7635, grad_norm: 8.0419 2021-07-07 00:45:45,099 - mmaction - INFO - Epoch [86][2520/3757] lr: 1.000e-03, eta: 3 days, 0:24:42, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0540, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5575, loss: 2.6115, grad_norm: 8.1304 2021-07-07 00:46:06,173 - mmaction - INFO - Epoch [86][2540/3757] lr: 1.000e-03, eta: 3 days, 0:24:20, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6391, top5_acc: 0.8266, loss_cls: 1.5974, loss: 2.6615, grad_norm: 8.1059 2021-07-07 00:46:27,465 - mmaction - INFO - Epoch [86][2560/3757] lr: 1.000e-03, eta: 3 days, 0:23:58, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6227, top5_acc: 0.8047, loss_cls: 1.6473, loss: 2.6803, grad_norm: 8.3032 2021-07-07 00:46:48,551 - mmaction - INFO - Epoch [86][2580/3757] lr: 1.000e-03, eta: 3 days, 0:23:37, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0663, top1_acc: 0.6094, top5_acc: 0.8180, loss_cls: 1.6427, loss: 2.7091, grad_norm: 8.1674 2021-07-07 00:47:10,138 - mmaction - INFO - Epoch [86][2600/3757] lr: 1.000e-03, eta: 3 days, 0:23:15, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.0448, top1_acc: 0.6156, top5_acc: 0.8117, loss_cls: 1.6093, loss: 2.6541, grad_norm: 8.3503 2021-07-07 00:47:31,097 - mmaction - INFO - Epoch [86][2620/3757] lr: 1.000e-03, eta: 3 days, 0:22:53, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0680, top1_acc: 0.6320, top5_acc: 0.8094, loss_cls: 1.6401, loss: 2.7081, grad_norm: 7.9522 2021-07-07 00:47:52,359 - mmaction - INFO - Epoch [86][2640/3757] lr: 1.000e-03, eta: 3 days, 0:22:31, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0388, top1_acc: 0.6375, top5_acc: 0.8180, loss_cls: 1.5511, loss: 2.5899, grad_norm: 8.0963 2021-07-07 00:48:13,952 - mmaction - INFO - Epoch [86][2660/3757] lr: 1.000e-03, eta: 3 days, 0:22:10, time: 1.079, data_time: 0.024, memory: 6921, loss_aux: 1.0633, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.6292, loss: 2.6925, grad_norm: 8.1414 2021-07-07 00:48:35,056 - mmaction - INFO - Epoch [86][2680/3757] lr: 1.000e-03, eta: 3 days, 0:21:48, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0546, top1_acc: 0.6258, top5_acc: 0.8187, loss_cls: 1.6088, loss: 2.6634, grad_norm: 8.2454 2021-07-07 00:48:56,094 - mmaction - INFO - Epoch [86][2700/3757] lr: 1.000e-03, eta: 3 days, 0:21:26, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0615, top1_acc: 0.6062, top5_acc: 0.8094, loss_cls: 1.6127, loss: 2.6742, grad_norm: 8.2404 2021-07-07 00:49:18,190 - mmaction - INFO - Epoch [86][2720/3757] lr: 1.000e-03, eta: 3 days, 0:21:05, time: 1.103, data_time: 0.011, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.5587, loss: 2.5924, grad_norm: 7.9609 2021-07-07 00:49:39,446 - mmaction - INFO - Epoch [86][2740/3757] lr: 1.000e-03, eta: 3 days, 0:20:43, time: 1.064, data_time: 0.010, memory: 6921, loss_aux: 0.9915, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5301, loss: 2.5215, grad_norm: 8.0810 2021-07-07 00:50:01,470 - mmaction - INFO - Epoch [86][2760/3757] lr: 1.000e-03, eta: 3 days, 0:20:22, time: 1.102, data_time: 0.050, memory: 6921, loss_aux: 1.0619, top1_acc: 0.6359, top5_acc: 0.8125, loss_cls: 1.5952, loss: 2.6571, grad_norm: 8.1105 2021-07-07 00:50:22,724 - mmaction - INFO - Epoch [86][2780/3757] lr: 1.000e-03, eta: 3 days, 0:20:00, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0765, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6353, loss: 2.7118, grad_norm: 7.9526 2021-07-07 00:50:44,365 - mmaction - INFO - Epoch [86][2800/3757] lr: 1.000e-03, eta: 3 days, 0:19:38, time: 1.083, data_time: 0.007, memory: 6921, loss_aux: 1.0181, top1_acc: 0.6383, top5_acc: 0.8227, loss_cls: 1.5477, loss: 2.5658, grad_norm: 7.9839 2021-07-07 00:51:05,303 - mmaction - INFO - Epoch [86][2820/3757] lr: 1.000e-03, eta: 3 days, 0:19:16, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0823, top1_acc: 0.6414, top5_acc: 0.8109, loss_cls: 1.5951, loss: 2.6774, grad_norm: 7.9320 2021-07-07 00:51:26,487 - mmaction - INFO - Epoch [86][2840/3757] lr: 1.000e-03, eta: 3 days, 0:18:54, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0654, top1_acc: 0.6188, top5_acc: 0.8117, loss_cls: 1.6183, loss: 2.6837, grad_norm: 7.9369 2021-07-07 00:51:47,592 - mmaction - INFO - Epoch [86][2860/3757] lr: 1.000e-03, eta: 3 days, 0:18:32, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0460, top1_acc: 0.6344, top5_acc: 0.8234, loss_cls: 1.5477, loss: 2.5938, grad_norm: 8.0440 2021-07-07 00:52:08,654 - mmaction - INFO - Epoch [86][2880/3757] lr: 1.000e-03, eta: 3 days, 0:18:10, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0726, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6567, loss: 2.7293, grad_norm: 8.2463 2021-07-07 00:52:30,508 - mmaction - INFO - Epoch [86][2900/3757] lr: 1.000e-03, eta: 3 days, 0:17:49, time: 1.092, data_time: 0.021, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.5795, loss: 2.6108, grad_norm: 8.1037 2021-07-07 00:52:51,966 - mmaction - INFO - Epoch [86][2920/3757] lr: 1.000e-03, eta: 3 days, 0:17:27, time: 1.073, data_time: 0.009, memory: 6921, loss_aux: 1.0770, top1_acc: 0.6195, top5_acc: 0.8102, loss_cls: 1.6493, loss: 2.7263, grad_norm: 8.0635 2021-07-07 00:53:12,992 - mmaction - INFO - Epoch [86][2940/3757] lr: 1.000e-03, eta: 3 days, 0:17:05, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0344, top1_acc: 0.6414, top5_acc: 0.8242, loss_cls: 1.5593, loss: 2.5937, grad_norm: 7.7340 2021-07-07 00:53:34,207 - mmaction - INFO - Epoch [86][2960/3757] lr: 1.000e-03, eta: 3 days, 0:16:44, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0263, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.5012, loss: 2.5276, grad_norm: 8.1141 2021-07-07 00:53:55,539 - mmaction - INFO - Epoch [86][2980/3757] lr: 1.000e-03, eta: 3 days, 0:16:22, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0406, top1_acc: 0.6211, top5_acc: 0.8336, loss_cls: 1.5623, loss: 2.6029, grad_norm: 8.2318 2021-07-07 00:54:16,891 - mmaction - INFO - Epoch [86][3000/3757] lr: 1.000e-03, eta: 3 days, 0:16:00, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.1048, top1_acc: 0.6188, top5_acc: 0.8008, loss_cls: 1.6671, loss: 2.7719, grad_norm: 8.0393 2021-07-07 00:54:39,170 - mmaction - INFO - Epoch [86][3020/3757] lr: 1.000e-03, eta: 3 days, 0:15:39, time: 1.114, data_time: 0.005, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6211, top5_acc: 0.8422, loss_cls: 1.5430, loss: 2.5754, grad_norm: 8.2644 2021-07-07 00:55:00,260 - mmaction - INFO - Epoch [86][3040/3757] lr: 1.000e-03, eta: 3 days, 0:15:17, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0634, top1_acc: 0.6180, top5_acc: 0.8164, loss_cls: 1.6053, loss: 2.6687, grad_norm: 8.1832 2021-07-07 00:55:21,583 - mmaction - INFO - Epoch [86][3060/3757] lr: 1.000e-03, eta: 3 days, 0:14:55, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0286, top1_acc: 0.6289, top5_acc: 0.8055, loss_cls: 1.6129, loss: 2.6415, grad_norm: 7.9489 2021-07-07 00:55:42,585 - mmaction - INFO - Epoch [86][3080/3757] lr: 1.000e-03, eta: 3 days, 0:14:33, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0704, top1_acc: 0.6266, top5_acc: 0.8016, loss_cls: 1.6506, loss: 2.7210, grad_norm: 8.1916 2021-07-07 00:56:04,497 - mmaction - INFO - Epoch [86][3100/3757] lr: 1.000e-03, eta: 3 days, 0:14:12, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.0384, top1_acc: 0.6234, top5_acc: 0.8203, loss_cls: 1.5808, loss: 2.6192, grad_norm: 8.2019 2021-07-07 00:56:26,220 - mmaction - INFO - Epoch [86][3120/3757] lr: 1.000e-03, eta: 3 days, 0:13:51, time: 1.088, data_time: 0.005, memory: 6921, loss_aux: 1.0387, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5589, loss: 2.5976, grad_norm: 8.2657 2021-07-07 00:56:47,372 - mmaction - INFO - Epoch [86][3140/3757] lr: 1.000e-03, eta: 3 days, 0:13:29, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0931, top1_acc: 0.6062, top5_acc: 0.8063, loss_cls: 1.6443, loss: 2.7375, grad_norm: 8.1943 2021-07-07 00:57:08,508 - mmaction - INFO - Epoch [86][3160/3757] lr: 1.000e-03, eta: 3 days, 0:13:07, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4683, loss: 2.4545, grad_norm: 7.9701 2021-07-07 00:57:29,762 - mmaction - INFO - Epoch [86][3180/3757] lr: 1.000e-03, eta: 3 days, 0:12:45, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0563, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.6192, loss: 2.6754, grad_norm: 8.1694 2021-07-07 00:57:50,842 - mmaction - INFO - Epoch [86][3200/3757] lr: 1.000e-03, eta: 3 days, 0:12:23, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.1330, top1_acc: 0.5984, top5_acc: 0.8141, loss_cls: 1.6987, loss: 2.8317, grad_norm: 8.3345 2021-07-07 00:58:13,839 - mmaction - INFO - Epoch [86][3220/3757] lr: 1.000e-03, eta: 3 days, 0:12:03, time: 1.149, data_time: 0.002, memory: 6921, loss_aux: 1.0523, top1_acc: 0.6297, top5_acc: 0.8133, loss_cls: 1.6192, loss: 2.6715, grad_norm: 8.0990 2021-07-07 00:58:34,538 - mmaction - INFO - Epoch [86][3240/3757] lr: 1.000e-03, eta: 3 days, 0:11:40, time: 1.034, data_time: 0.003, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.5032, loss: 2.5181, grad_norm: 8.0055 2021-07-07 00:58:55,891 - mmaction - INFO - Epoch [86][3260/3757] lr: 1.000e-03, eta: 3 days, 0:11:19, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9715, top1_acc: 0.6562, top5_acc: 0.8359, loss_cls: 1.4769, loss: 2.4483, grad_norm: 7.8848 2021-07-07 00:59:17,090 - mmaction - INFO - Epoch [86][3280/3757] lr: 1.000e-03, eta: 3 days, 0:10:57, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.1318, top1_acc: 0.6172, top5_acc: 0.8023, loss_cls: 1.6687, loss: 2.8005, grad_norm: 8.0747 2021-07-07 00:59:38,412 - mmaction - INFO - Epoch [86][3300/3757] lr: 1.000e-03, eta: 3 days, 0:10:35, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0692, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.6115, loss: 2.6807, grad_norm: 8.2572 2021-07-07 00:59:59,816 - mmaction - INFO - Epoch [86][3320/3757] lr: 1.000e-03, eta: 3 days, 0:10:13, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0949, top1_acc: 0.6125, top5_acc: 0.8055, loss_cls: 1.6767, loss: 2.7716, grad_norm: 8.2124 2021-07-07 01:00:20,833 - mmaction - INFO - Epoch [86][3340/3757] lr: 1.000e-03, eta: 3 days, 0:09:51, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.0732, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.6100, loss: 2.6832, grad_norm: 8.1966 2021-07-07 01:00:42,051 - mmaction - INFO - Epoch [86][3360/3757] lr: 1.000e-03, eta: 3 days, 0:09:29, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0148, top1_acc: 0.6320, top5_acc: 0.8219, loss_cls: 1.5539, loss: 2.5688, grad_norm: 8.0401 2021-07-07 01:01:03,428 - mmaction - INFO - Epoch [86][3380/3757] lr: 1.000e-03, eta: 3 days, 0:09:08, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0066, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.5206, loss: 2.5273, grad_norm: 8.2147 2021-07-07 01:01:24,694 - mmaction - INFO - Epoch [86][3400/3757] lr: 1.000e-03, eta: 3 days, 0:08:46, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.1025, top1_acc: 0.5953, top5_acc: 0.8117, loss_cls: 1.6943, loss: 2.7968, grad_norm: 8.2972 2021-07-07 01:01:46,731 - mmaction - INFO - Epoch [86][3420/3757] lr: 1.000e-03, eta: 3 days, 0:08:25, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 1.0648, top1_acc: 0.6383, top5_acc: 0.8148, loss_cls: 1.5898, loss: 2.6546, grad_norm: 7.8149 2021-07-07 01:02:07,832 - mmaction - INFO - Epoch [86][3440/3757] lr: 1.000e-03, eta: 3 days, 0:08:03, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.0867, top1_acc: 0.6266, top5_acc: 0.8109, loss_cls: 1.6285, loss: 2.7153, grad_norm: 7.9831 2021-07-07 01:02:29,043 - mmaction - INFO - Epoch [86][3460/3757] lr: 1.000e-03, eta: 3 days, 0:07:41, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0067, top1_acc: 0.6406, top5_acc: 0.8453, loss_cls: 1.4927, loss: 2.4994, grad_norm: 8.0015 2021-07-07 01:02:50,074 - mmaction - INFO - Epoch [86][3480/3757] lr: 1.000e-03, eta: 3 days, 0:07:19, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0886, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.5742, loss: 2.6628, grad_norm: 8.1716 2021-07-07 01:03:11,738 - mmaction - INFO - Epoch [86][3500/3757] lr: 1.000e-03, eta: 3 days, 0:06:57, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.0840, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6379, loss: 2.7218, grad_norm: 8.2981 2021-07-07 01:03:32,830 - mmaction - INFO - Epoch [86][3520/3757] lr: 1.000e-03, eta: 3 days, 0:06:36, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0745, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.5863, loss: 2.6608, grad_norm: 7.9743 2021-07-07 01:03:53,983 - mmaction - INFO - Epoch [86][3540/3757] lr: 1.000e-03, eta: 3 days, 0:06:14, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0524, top1_acc: 0.6219, top5_acc: 0.8203, loss_cls: 1.5475, loss: 2.5998, grad_norm: 8.0563 2021-07-07 01:04:15,749 - mmaction - INFO - Epoch [86][3560/3757] lr: 1.000e-03, eta: 3 days, 0:05:52, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.0766, top1_acc: 0.6188, top5_acc: 0.8148, loss_cls: 1.6143, loss: 2.6910, grad_norm: 8.3049 2021-07-07 01:04:36,770 - mmaction - INFO - Epoch [86][3580/3757] lr: 1.000e-03, eta: 3 days, 0:05:30, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0616, top1_acc: 0.6156, top5_acc: 0.8242, loss_cls: 1.6355, loss: 2.6970, grad_norm: 8.3466 2021-07-07 01:04:58,005 - mmaction - INFO - Epoch [86][3600/3757] lr: 1.000e-03, eta: 3 days, 0:05:08, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0288, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.5474, loss: 2.5762, grad_norm: 8.2455 2021-07-07 01:05:19,227 - mmaction - INFO - Epoch [86][3620/3757] lr: 1.000e-03, eta: 3 days, 0:04:47, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0120, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.5626, loss: 2.5746, grad_norm: 8.0436 2021-07-07 01:05:40,509 - mmaction - INFO - Epoch [86][3640/3757] lr: 1.000e-03, eta: 3 days, 0:04:25, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0515, top1_acc: 0.6188, top5_acc: 0.8266, loss_cls: 1.5800, loss: 2.6315, grad_norm: 8.2840 2021-07-07 01:06:02,829 - mmaction - INFO - Epoch [86][3660/3757] lr: 1.000e-03, eta: 3 days, 0:04:04, time: 1.116, data_time: 0.002, memory: 6921, loss_aux: 1.0194, top1_acc: 0.6477, top5_acc: 0.8320, loss_cls: 1.4910, loss: 2.5105, grad_norm: 7.8667 2021-07-07 01:06:24,123 - mmaction - INFO - Epoch [86][3680/3757] lr: 1.000e-03, eta: 3 days, 0:03:42, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0286, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.5722, loss: 2.6008, grad_norm: 8.0160 2021-07-07 01:06:45,200 - mmaction - INFO - Epoch [86][3700/3757] lr: 1.000e-03, eta: 3 days, 0:03:20, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5440, loss: 2.5576, grad_norm: 7.7060 2021-07-07 01:07:06,288 - mmaction - INFO - Epoch [86][3720/3757] lr: 1.000e-03, eta: 3 days, 0:02:58, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.0245, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5360, loss: 2.5605, grad_norm: 8.1304 2021-07-07 01:07:27,358 - mmaction - INFO - Epoch [86][3740/3757] lr: 1.000e-03, eta: 3 days, 0:02:36, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0560, top1_acc: 0.6227, top5_acc: 0.8281, loss_cls: 1.5886, loss: 2.6445, grad_norm: 8.1128 2021-07-07 01:07:45,681 - mmaction - INFO - Saving checkpoint at 86 epochs 2021-07-07 01:08:49,408 - mmaction - INFO - Epoch [87][20/3757] lr: 1.000e-03, eta: 3 days, 0:02:13, time: 3.102, data_time: 1.999, memory: 6921, loss_aux: 1.0465, top1_acc: 0.6430, top5_acc: 0.8297, loss_cls: 1.5303, loss: 2.5769, grad_norm: 8.0664 2021-07-07 01:09:11,719 - mmaction - INFO - Epoch [87][40/3757] lr: 1.000e-03, eta: 3 days, 0:01:52, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 1.0510, top1_acc: 0.6375, top5_acc: 0.8258, loss_cls: 1.5573, loss: 2.6082, grad_norm: 7.9411 2021-07-07 01:09:32,785 - mmaction - INFO - Epoch [87][60/3757] lr: 1.000e-03, eta: 3 days, 0:01:30, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.4797, loss: 2.4792, grad_norm: 7.9708 2021-07-07 01:09:54,329 - mmaction - INFO - Epoch [87][80/3757] lr: 1.000e-03, eta: 3 days, 0:01:08, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.0424, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5584, loss: 2.6007, grad_norm: 8.0322 2021-07-07 01:10:15,843 - mmaction - INFO - Epoch [87][100/3757] lr: 1.000e-03, eta: 3 days, 0:00:47, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.0524, top1_acc: 0.6266, top5_acc: 0.8211, loss_cls: 1.5962, loss: 2.6486, grad_norm: 8.0538 2021-07-07 01:10:37,740 - mmaction - INFO - Epoch [87][120/3757] lr: 1.000e-03, eta: 3 days, 0:00:25, time: 1.096, data_time: 0.006, memory: 6921, loss_aux: 1.0703, top1_acc: 0.6273, top5_acc: 0.8195, loss_cls: 1.6019, loss: 2.6722, grad_norm: 8.1868 2021-07-07 01:10:59,776 - mmaction - INFO - Epoch [87][140/3757] lr: 1.000e-03, eta: 3 days, 0:00:04, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.0469, top1_acc: 0.6430, top5_acc: 0.8227, loss_cls: 1.5425, loss: 2.5895, grad_norm: 8.1133 2021-07-07 01:11:21,291 - mmaction - INFO - Epoch [87][160/3757] lr: 1.000e-03, eta: 2 days, 23:59:42, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.0519, top1_acc: 0.6352, top5_acc: 0.8234, loss_cls: 1.5519, loss: 2.6038, grad_norm: 7.8542 2021-07-07 01:11:42,485 - mmaction - INFO - Epoch [87][180/3757] lr: 1.000e-03, eta: 2 days, 23:59:20, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0682, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.6337, loss: 2.7020, grad_norm: 8.2786 2021-07-07 01:12:04,888 - mmaction - INFO - Epoch [87][200/3757] lr: 1.000e-03, eta: 2 days, 23:59:00, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 1.0490, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.5815, loss: 2.6304, grad_norm: 8.4019 2021-07-07 01:12:25,853 - mmaction - INFO - Epoch [87][220/3757] lr: 1.000e-03, eta: 2 days, 23:58:38, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0553, top1_acc: 0.6305, top5_acc: 0.8195, loss_cls: 1.5779, loss: 2.6332, grad_norm: 7.9871 2021-07-07 01:12:47,071 - mmaction - INFO - Epoch [87][240/3757] lr: 1.000e-03, eta: 2 days, 23:58:16, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0679, top1_acc: 0.6219, top5_acc: 0.8109, loss_cls: 1.6497, loss: 2.7176, grad_norm: 8.0461 2021-07-07 01:13:08,599 - mmaction - INFO - Epoch [87][260/3757] lr: 1.000e-03, eta: 2 days, 23:57:54, time: 1.076, data_time: 0.016, memory: 6921, loss_aux: 1.0588, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5814, loss: 2.6402, grad_norm: 8.1523 2021-07-07 01:13:29,877 - mmaction - INFO - Epoch [87][280/3757] lr: 1.000e-03, eta: 2 days, 23:57:32, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0595, top1_acc: 0.6203, top5_acc: 0.8180, loss_cls: 1.6158, loss: 2.6753, grad_norm: 8.1613 2021-07-07 01:13:51,799 - mmaction - INFO - Epoch [87][300/3757] lr: 1.000e-03, eta: 2 days, 23:57:11, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6359, top5_acc: 0.8234, loss_cls: 1.5803, loss: 2.6059, grad_norm: 8.1014 2021-07-07 01:14:12,892 - mmaction - INFO - Epoch [87][320/3757] lr: 1.000e-03, eta: 2 days, 23:56:49, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0417, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.5407, loss: 2.5825, grad_norm: 8.0152 2021-07-07 01:14:33,920 - mmaction - INFO - Epoch [87][340/3757] lr: 1.000e-03, eta: 2 days, 23:56:27, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9954, top1_acc: 0.6445, top5_acc: 0.8305, loss_cls: 1.5107, loss: 2.5061, grad_norm: 8.0483 2021-07-07 01:14:55,180 - mmaction - INFO - Epoch [87][360/3757] lr: 1.000e-03, eta: 2 days, 23:56:05, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0555, top1_acc: 0.6281, top5_acc: 0.8195, loss_cls: 1.5890, loss: 2.6446, grad_norm: 8.3009 2021-07-07 01:15:16,729 - mmaction - INFO - Epoch [87][380/3757] lr: 1.000e-03, eta: 2 days, 23:55:44, time: 1.077, data_time: 0.006, memory: 6921, loss_aux: 1.0307, top1_acc: 0.6383, top5_acc: 0.8367, loss_cls: 1.5301, loss: 2.5608, grad_norm: 8.0524 2021-07-07 01:15:38,322 - mmaction - INFO - Epoch [87][400/3757] lr: 1.000e-03, eta: 2 days, 23:55:22, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6586, top5_acc: 0.8391, loss_cls: 1.4630, loss: 2.4452, grad_norm: 7.8790 2021-07-07 01:15:59,518 - mmaction - INFO - Epoch [87][420/3757] lr: 1.000e-03, eta: 2 days, 23:55:00, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0381, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.5609, loss: 2.5990, grad_norm: 8.0048 2021-07-07 01:16:20,527 - mmaction - INFO - Epoch [87][440/3757] lr: 1.000e-03, eta: 2 days, 23:54:38, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0743, top1_acc: 0.6211, top5_acc: 0.8109, loss_cls: 1.5740, loss: 2.6483, grad_norm: 8.2560 2021-07-07 01:16:41,782 - mmaction - INFO - Epoch [87][460/3757] lr: 1.000e-03, eta: 2 days, 23:54:16, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0494, top1_acc: 0.6086, top5_acc: 0.8297, loss_cls: 1.5678, loss: 2.6172, grad_norm: 7.9520 2021-07-07 01:17:02,728 - mmaction - INFO - Epoch [87][480/3757] lr: 1.000e-03, eta: 2 days, 23:53:54, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.0299, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5497, loss: 2.5795, grad_norm: 8.1308 2021-07-07 01:17:24,470 - mmaction - INFO - Epoch [87][500/3757] lr: 1.000e-03, eta: 2 days, 23:53:33, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.0007, top1_acc: 0.6617, top5_acc: 0.8305, loss_cls: 1.4969, loss: 2.4976, grad_norm: 8.0040 2021-07-07 01:17:46,024 - mmaction - INFO - Epoch [87][520/3757] lr: 1.000e-03, eta: 2 days, 23:53:11, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0771, top1_acc: 0.6391, top5_acc: 0.8133, loss_cls: 1.6096, loss: 2.6867, grad_norm: 8.0537 2021-07-07 01:18:07,208 - mmaction - INFO - Epoch [87][540/3757] lr: 1.000e-03, eta: 2 days, 23:52:50, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0625, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5739, loss: 2.6364, grad_norm: 8.0458 2021-07-07 01:18:28,504 - mmaction - INFO - Epoch [87][560/3757] lr: 1.000e-03, eta: 2 days, 23:52:28, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9881, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5392, loss: 2.5273, grad_norm: 7.8469 2021-07-07 01:18:50,417 - mmaction - INFO - Epoch [87][580/3757] lr: 1.000e-03, eta: 2 days, 23:52:06, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.0792, top1_acc: 0.6102, top5_acc: 0.8016, loss_cls: 1.6528, loss: 2.7320, grad_norm: 8.2816 2021-07-07 01:19:11,999 - mmaction - INFO - Epoch [87][600/3757] lr: 1.000e-03, eta: 2 days, 23:51:45, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6266, top5_acc: 0.8117, loss_cls: 1.5978, loss: 2.6291, grad_norm: 8.0311 2021-07-07 01:19:33,168 - mmaction - INFO - Epoch [87][620/3757] lr: 1.000e-03, eta: 2 days, 23:51:23, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0722, top1_acc: 0.6227, top5_acc: 0.8219, loss_cls: 1.6191, loss: 2.6913, grad_norm: 8.0294 2021-07-07 01:19:54,304 - mmaction - INFO - Epoch [87][640/3757] lr: 1.000e-03, eta: 2 days, 23:51:01, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6105, loss: 2.6625, grad_norm: 8.1544 2021-07-07 01:20:15,897 - mmaction - INFO - Epoch [87][660/3757] lr: 1.000e-03, eta: 2 days, 23:50:40, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0258, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.5280, loss: 2.5538, grad_norm: 7.8400 2021-07-07 01:20:37,752 - mmaction - INFO - Epoch [87][680/3757] lr: 1.000e-03, eta: 2 days, 23:50:18, time: 1.093, data_time: 0.001, memory: 6921, loss_aux: 1.0397, top1_acc: 0.6219, top5_acc: 0.8305, loss_cls: 1.5799, loss: 2.6196, grad_norm: 8.1185 2021-07-07 01:20:58,849 - mmaction - INFO - Epoch [87][700/3757] lr: 1.000e-03, eta: 2 days, 23:49:56, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.1281, top1_acc: 0.6094, top5_acc: 0.7969, loss_cls: 1.7119, loss: 2.8400, grad_norm: 8.3029 2021-07-07 01:21:20,116 - mmaction - INFO - Epoch [87][720/3757] lr: 1.000e-03, eta: 2 days, 23:49:34, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0850, top1_acc: 0.6109, top5_acc: 0.8133, loss_cls: 1.6597, loss: 2.7447, grad_norm: 8.0971 2021-07-07 01:21:41,283 - mmaction - INFO - Epoch [87][740/3757] lr: 1.000e-03, eta: 2 days, 23:49:13, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0616, top1_acc: 0.6180, top5_acc: 0.8117, loss_cls: 1.6269, loss: 2.6885, grad_norm: 8.0851 2021-07-07 01:22:03,404 - mmaction - INFO - Epoch [87][760/3757] lr: 1.000e-03, eta: 2 days, 23:48:51, time: 1.109, data_time: 0.005, memory: 6921, loss_aux: 1.0066, top1_acc: 0.6422, top5_acc: 0.8438, loss_cls: 1.5210, loss: 2.5276, grad_norm: 8.1401 2021-07-07 01:22:25,300 - mmaction - INFO - Epoch [87][780/3757] lr: 1.000e-03, eta: 2 days, 23:48:30, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6383, top5_acc: 0.8273, loss_cls: 1.5422, loss: 2.5460, grad_norm: 7.8444 2021-07-07 01:22:46,977 - mmaction - INFO - Epoch [87][800/3757] lr: 1.000e-03, eta: 2 days, 23:48:09, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.0955, top1_acc: 0.6125, top5_acc: 0.8172, loss_cls: 1.6718, loss: 2.7673, grad_norm: 8.3246 2021-07-07 01:23:08,224 - mmaction - INFO - Epoch [87][820/3757] lr: 1.000e-03, eta: 2 days, 23:47:47, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0141, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.5314, loss: 2.5456, grad_norm: 8.0871 2021-07-07 01:23:29,680 - mmaction - INFO - Epoch [87][840/3757] lr: 1.000e-03, eta: 2 days, 23:47:25, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0725, top1_acc: 0.6258, top5_acc: 0.8242, loss_cls: 1.5933, loss: 2.6658, grad_norm: 8.1618 2021-07-07 01:23:51,005 - mmaction - INFO - Epoch [87][860/3757] lr: 1.000e-03, eta: 2 days, 23:47:03, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0762, top1_acc: 0.6180, top5_acc: 0.8148, loss_cls: 1.6362, loss: 2.7124, grad_norm: 8.2950 2021-07-07 01:24:12,388 - mmaction - INFO - Epoch [87][880/3757] lr: 1.000e-03, eta: 2 days, 23:46:42, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6523, top5_acc: 0.8258, loss_cls: 1.5464, loss: 2.5801, grad_norm: 7.9473 2021-07-07 01:24:34,288 - mmaction - INFO - Epoch [87][900/3757] lr: 1.000e-03, eta: 2 days, 23:46:20, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.0164, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.5211, loss: 2.5375, grad_norm: 7.8979 2021-07-07 01:24:55,804 - mmaction - INFO - Epoch [87][920/3757] lr: 1.000e-03, eta: 2 days, 23:45:59, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.0252, top1_acc: 0.6531, top5_acc: 0.8219, loss_cls: 1.5292, loss: 2.5544, grad_norm: 8.0969 2021-07-07 01:25:17,070 - mmaction - INFO - Epoch [87][940/3757] lr: 1.000e-03, eta: 2 days, 23:45:37, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0904, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.6686, loss: 2.7589, grad_norm: 8.3806 2021-07-07 01:25:38,104 - mmaction - INFO - Epoch [87][960/3757] lr: 1.000e-03, eta: 2 days, 23:45:15, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.5436, loss: 2.5733, grad_norm: 8.1232 2021-07-07 01:25:59,953 - mmaction - INFO - Epoch [87][980/3757] lr: 1.000e-03, eta: 2 days, 23:44:54, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.0307, top1_acc: 0.6398, top5_acc: 0.8258, loss_cls: 1.5436, loss: 2.5743, grad_norm: 8.0490 2021-07-07 01:26:20,988 - mmaction - INFO - Epoch [87][1000/3757] lr: 1.000e-03, eta: 2 days, 23:44:32, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0780, top1_acc: 0.6156, top5_acc: 0.7953, loss_cls: 1.6574, loss: 2.7355, grad_norm: 8.2902 2021-07-07 01:26:43,138 - mmaction - INFO - Epoch [87][1020/3757] lr: 1.000e-03, eta: 2 days, 23:44:10, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.0371, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.5059, loss: 2.5430, grad_norm: 8.0815 2021-07-07 01:27:04,282 - mmaction - INFO - Epoch [87][1040/3757] lr: 1.000e-03, eta: 2 days, 23:43:49, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0783, top1_acc: 0.6117, top5_acc: 0.7992, loss_cls: 1.6669, loss: 2.7451, grad_norm: 8.1135 2021-07-07 01:27:25,578 - mmaction - INFO - Epoch [87][1060/3757] lr: 1.000e-03, eta: 2 days, 23:43:27, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0314, top1_acc: 0.6500, top5_acc: 0.8297, loss_cls: 1.5249, loss: 2.5562, grad_norm: 7.8794 2021-07-07 01:27:46,808 - mmaction - INFO - Epoch [87][1080/3757] lr: 1.000e-03, eta: 2 days, 23:43:05, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0407, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.5630, loss: 2.6037, grad_norm: 8.0800 2021-07-07 01:28:08,201 - mmaction - INFO - Epoch [87][1100/3757] lr: 1.000e-03, eta: 2 days, 23:42:43, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5397, loss: 2.5653, grad_norm: 8.0971 2021-07-07 01:28:30,125 - mmaction - INFO - Epoch [87][1120/3757] lr: 1.000e-03, eta: 2 days, 23:42:22, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.6270, loss: 2.6866, grad_norm: 8.1817 2021-07-07 01:28:50,987 - mmaction - INFO - Epoch [87][1140/3757] lr: 1.000e-03, eta: 2 days, 23:42:00, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5258, loss: 2.5523, grad_norm: 7.8142 2021-07-07 01:29:12,430 - mmaction - INFO - Epoch [87][1160/3757] lr: 1.000e-03, eta: 2 days, 23:41:38, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6414, top5_acc: 0.8234, loss_cls: 1.5595, loss: 2.5804, grad_norm: 8.0345 2021-07-07 01:29:33,502 - mmaction - INFO - Epoch [87][1180/3757] lr: 1.000e-03, eta: 2 days, 23:41:16, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6531, top5_acc: 0.8289, loss_cls: 1.4640, loss: 2.4622, grad_norm: 7.8676 2021-07-07 01:29:54,635 - mmaction - INFO - Epoch [87][1200/3757] lr: 1.000e-03, eta: 2 days, 23:40:54, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0720, top1_acc: 0.6141, top5_acc: 0.8156, loss_cls: 1.6278, loss: 2.6998, grad_norm: 8.4081 2021-07-07 01:30:16,800 - mmaction - INFO - Epoch [87][1220/3757] lr: 1.000e-03, eta: 2 days, 23:40:33, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.0764, top1_acc: 0.6148, top5_acc: 0.8227, loss_cls: 1.6201, loss: 2.6965, grad_norm: 8.2497 2021-07-07 01:30:37,985 - mmaction - INFO - Epoch [87][1240/3757] lr: 1.000e-03, eta: 2 days, 23:40:11, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0486, top1_acc: 0.6234, top5_acc: 0.8078, loss_cls: 1.6010, loss: 2.6495, grad_norm: 8.0199 2021-07-07 01:30:59,040 - mmaction - INFO - Epoch [87][1260/3757] lr: 1.000e-03, eta: 2 days, 23:39:49, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0461, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5246, loss: 2.5707, grad_norm: 7.9699 2021-07-07 01:31:19,997 - mmaction - INFO - Epoch [87][1280/3757] lr: 1.000e-03, eta: 2 days, 23:39:27, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0629, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5869, loss: 2.6498, grad_norm: 8.1311 2021-07-07 01:31:41,595 - mmaction - INFO - Epoch [87][1300/3757] lr: 1.000e-03, eta: 2 days, 23:39:06, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0208, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.5440, loss: 2.5648, grad_norm: 7.9600 2021-07-07 01:32:02,691 - mmaction - INFO - Epoch [87][1320/3757] lr: 1.000e-03, eta: 2 days, 23:38:44, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0328, top1_acc: 0.6258, top5_acc: 0.8250, loss_cls: 1.5820, loss: 2.6148, grad_norm: 7.9877 2021-07-07 01:32:24,879 - mmaction - INFO - Epoch [87][1340/3757] lr: 1.000e-03, eta: 2 days, 23:38:23, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.0752, top1_acc: 0.6281, top5_acc: 0.8078, loss_cls: 1.6201, loss: 2.6953, grad_norm: 8.0878 2021-07-07 01:32:45,951 - mmaction - INFO - Epoch [87][1360/3757] lr: 1.000e-03, eta: 2 days, 23:38:01, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6539, top5_acc: 0.8250, loss_cls: 1.5032, loss: 2.5127, grad_norm: 7.9542 2021-07-07 01:33:06,991 - mmaction - INFO - Epoch [87][1380/3757] lr: 1.000e-03, eta: 2 days, 23:37:39, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0716, top1_acc: 0.6117, top5_acc: 0.8266, loss_cls: 1.6049, loss: 2.6766, grad_norm: 8.3630 2021-07-07 01:33:28,088 - mmaction - INFO - Epoch [87][1400/3757] lr: 1.000e-03, eta: 2 days, 23:37:17, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0528, top1_acc: 0.6219, top5_acc: 0.8133, loss_cls: 1.6210, loss: 2.6738, grad_norm: 8.3320 2021-07-07 01:33:49,502 - mmaction - INFO - Epoch [87][1420/3757] lr: 1.000e-03, eta: 2 days, 23:36:55, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0899, top1_acc: 0.5969, top5_acc: 0.7953, loss_cls: 1.6972, loss: 2.7870, grad_norm: 8.4315 2021-07-07 01:34:10,984 - mmaction - INFO - Epoch [87][1440/3757] lr: 1.000e-03, eta: 2 days, 23:36:34, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0276, top1_acc: 0.6031, top5_acc: 0.8195, loss_cls: 1.6255, loss: 2.6531, grad_norm: 8.3556 2021-07-07 01:34:32,165 - mmaction - INFO - Epoch [87][1460/3757] lr: 1.000e-03, eta: 2 days, 23:36:12, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0750, top1_acc: 0.6156, top5_acc: 0.8039, loss_cls: 1.6647, loss: 2.7397, grad_norm: 8.3466 2021-07-07 01:34:53,294 - mmaction - INFO - Epoch [87][1480/3757] lr: 1.000e-03, eta: 2 days, 23:35:50, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0877, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.6141, loss: 2.7017, grad_norm: 8.2949 2021-07-07 01:35:14,558 - mmaction - INFO - Epoch [87][1500/3757] lr: 1.000e-03, eta: 2 days, 23:35:28, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0699, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5982, loss: 2.6681, grad_norm: 8.2112 2021-07-07 01:35:35,552 - mmaction - INFO - Epoch [87][1520/3757] lr: 1.000e-03, eta: 2 days, 23:35:06, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6539, top5_acc: 0.8297, loss_cls: 1.5174, loss: 2.5400, grad_norm: 7.7865 2021-07-07 01:35:57,212 - mmaction - INFO - Epoch [87][1540/3757] lr: 1.000e-03, eta: 2 days, 23:34:45, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4671, loss: 2.4579, grad_norm: 7.9724 2021-07-07 01:36:18,612 - mmaction - INFO - Epoch [87][1560/3757] lr: 1.000e-03, eta: 2 days, 23:34:23, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.0025, top1_acc: 0.6391, top5_acc: 0.8219, loss_cls: 1.5233, loss: 2.5258, grad_norm: 8.0020 2021-07-07 01:36:39,755 - mmaction - INFO - Epoch [87][1580/3757] lr: 1.000e-03, eta: 2 days, 23:34:01, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0681, top1_acc: 0.6016, top5_acc: 0.8164, loss_cls: 1.6237, loss: 2.6918, grad_norm: 8.1810 2021-07-07 01:37:00,892 - mmaction - INFO - Epoch [87][1600/3757] lr: 1.000e-03, eta: 2 days, 23:33:39, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0836, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.6103, loss: 2.6939, grad_norm: 8.2658 2021-07-07 01:37:22,498 - mmaction - INFO - Epoch [87][1620/3757] lr: 1.000e-03, eta: 2 days, 23:33:18, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9984, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4607, loss: 2.4591, grad_norm: 8.1306 2021-07-07 01:37:43,593 - mmaction - INFO - Epoch [87][1640/3757] lr: 1.000e-03, eta: 2 days, 23:32:56, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0276, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5231, loss: 2.5507, grad_norm: 8.2026 2021-07-07 01:38:05,604 - mmaction - INFO - Epoch [87][1660/3757] lr: 1.000e-03, eta: 2 days, 23:32:34, time: 1.103, data_time: 0.006, memory: 6921, loss_aux: 1.0524, top1_acc: 0.6297, top5_acc: 0.8156, loss_cls: 1.5617, loss: 2.6141, grad_norm: 8.1251 2021-07-07 01:38:26,802 - mmaction - INFO - Epoch [87][1680/3757] lr: 1.000e-03, eta: 2 days, 23:32:13, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0377, top1_acc: 0.6383, top5_acc: 0.8195, loss_cls: 1.5869, loss: 2.6245, grad_norm: 7.9720 2021-07-07 01:38:48,872 - mmaction - INFO - Epoch [87][1700/3757] lr: 1.000e-03, eta: 2 days, 23:31:51, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.0389, top1_acc: 0.6312, top5_acc: 0.8430, loss_cls: 1.5115, loss: 2.5504, grad_norm: 7.9874 2021-07-07 01:39:10,210 - mmaction - INFO - Epoch [87][1720/3757] lr: 1.000e-03, eta: 2 days, 23:31:30, time: 1.068, data_time: 0.019, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6305, top5_acc: 0.8172, loss_cls: 1.5332, loss: 2.5485, grad_norm: 8.0565 2021-07-07 01:39:31,624 - mmaction - INFO - Epoch [87][1740/3757] lr: 1.000e-03, eta: 2 days, 23:31:08, time: 1.069, data_time: 0.017, memory: 6921, loss_aux: 1.0443, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5555, loss: 2.5998, grad_norm: 8.2810 2021-07-07 01:39:52,815 - mmaction - INFO - Epoch [87][1760/3757] lr: 1.000e-03, eta: 2 days, 23:30:46, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5659, loss: 2.6131, grad_norm: 8.4824 2021-07-07 01:40:14,090 - mmaction - INFO - Epoch [87][1780/3757] lr: 1.000e-03, eta: 2 days, 23:30:24, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.5444, loss: 2.5590, grad_norm: 8.2581 2021-07-07 01:40:35,886 - mmaction - INFO - Epoch [87][1800/3757] lr: 1.000e-03, eta: 2 days, 23:30:03, time: 1.091, data_time: 0.023, memory: 6921, loss_aux: 1.0340, top1_acc: 0.6469, top5_acc: 0.8141, loss_cls: 1.5700, loss: 2.6041, grad_norm: 7.9081 2021-07-07 01:40:57,078 - mmaction - INFO - Epoch [87][1820/3757] lr: 1.000e-03, eta: 2 days, 23:29:41, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0396, top1_acc: 0.6398, top5_acc: 0.8211, loss_cls: 1.5519, loss: 2.5915, grad_norm: 7.9133 2021-07-07 01:41:18,038 - mmaction - INFO - Epoch [87][1840/3757] lr: 1.000e-03, eta: 2 days, 23:29:19, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0583, top1_acc: 0.6359, top5_acc: 0.8156, loss_cls: 1.5825, loss: 2.6408, grad_norm: 8.0143 2021-07-07 01:41:39,424 - mmaction - INFO - Epoch [87][1860/3757] lr: 1.000e-03, eta: 2 days, 23:28:57, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.1085, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6529, loss: 2.7614, grad_norm: 8.4097 2021-07-07 01:42:00,458 - mmaction - INFO - Epoch [87][1880/3757] lr: 1.000e-03, eta: 2 days, 23:28:35, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0442, top1_acc: 0.6133, top5_acc: 0.8148, loss_cls: 1.6089, loss: 2.6531, grad_norm: 8.3486 2021-07-07 01:42:22,071 - mmaction - INFO - Epoch [87][1900/3757] lr: 1.000e-03, eta: 2 days, 23:28:14, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.0412, top1_acc: 0.6320, top5_acc: 0.8211, loss_cls: 1.5743, loss: 2.6155, grad_norm: 8.0733 2021-07-07 01:42:43,295 - mmaction - INFO - Epoch [87][1920/3757] lr: 1.000e-03, eta: 2 days, 23:27:52, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0776, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.6355, loss: 2.7132, grad_norm: 8.2035 2021-07-07 01:43:04,215 - mmaction - INFO - Epoch [87][1940/3757] lr: 1.000e-03, eta: 2 days, 23:27:30, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0172, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.5390, loss: 2.5563, grad_norm: 8.2331 2021-07-07 01:43:25,361 - mmaction - INFO - Epoch [87][1960/3757] lr: 1.000e-03, eta: 2 days, 23:27:08, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0975, top1_acc: 0.6242, top5_acc: 0.8094, loss_cls: 1.6311, loss: 2.7285, grad_norm: 8.3176 2021-07-07 01:43:46,522 - mmaction - INFO - Epoch [87][1980/3757] lr: 1.000e-03, eta: 2 days, 23:26:46, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0800, top1_acc: 0.5953, top5_acc: 0.8031, loss_cls: 1.7087, loss: 2.7887, grad_norm: 8.4108 2021-07-07 01:44:07,655 - mmaction - INFO - Epoch [87][2000/3757] lr: 1.000e-03, eta: 2 days, 23:26:24, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0203, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5424, loss: 2.5626, grad_norm: 8.1221 2021-07-07 01:44:28,776 - mmaction - INFO - Epoch [87][2020/3757] lr: 1.000e-03, eta: 2 days, 23:26:02, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1017, top1_acc: 0.6023, top5_acc: 0.7977, loss_cls: 1.6686, loss: 2.7703, grad_norm: 8.2608 2021-07-07 01:44:50,139 - mmaction - INFO - Epoch [87][2040/3757] lr: 1.000e-03, eta: 2 days, 23:25:41, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0385, top1_acc: 0.6359, top5_acc: 0.8250, loss_cls: 1.5367, loss: 2.5753, grad_norm: 8.1469 2021-07-07 01:45:11,439 - mmaction - INFO - Epoch [87][2060/3757] lr: 1.000e-03, eta: 2 days, 23:25:19, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0591, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6023, loss: 2.6614, grad_norm: 8.1971 2021-07-07 01:45:32,834 - mmaction - INFO - Epoch [87][2080/3757] lr: 1.000e-03, eta: 2 days, 23:24:57, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0470, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.6139, loss: 2.6609, grad_norm: 8.3499 2021-07-07 01:45:53,921 - mmaction - INFO - Epoch [87][2100/3757] lr: 1.000e-03, eta: 2 days, 23:24:35, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6195, top5_acc: 0.8383, loss_cls: 1.5262, loss: 2.5198, grad_norm: 8.1906 2021-07-07 01:46:15,927 - mmaction - INFO - Epoch [87][2120/3757] lr: 1.000e-03, eta: 2 days, 23:24:14, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.0544, top1_acc: 0.6359, top5_acc: 0.7977, loss_cls: 1.6340, loss: 2.6883, grad_norm: 8.0119 2021-07-07 01:46:37,024 - mmaction - INFO - Epoch [87][2140/3757] lr: 1.000e-03, eta: 2 days, 23:23:52, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0568, top1_acc: 0.6211, top5_acc: 0.8250, loss_cls: 1.5666, loss: 2.6234, grad_norm: 8.1268 2021-07-07 01:46:58,013 - mmaction - INFO - Epoch [87][2160/3757] lr: 1.000e-03, eta: 2 days, 23:23:30, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0637, top1_acc: 0.6383, top5_acc: 0.8227, loss_cls: 1.5834, loss: 2.6470, grad_norm: 8.1381 2021-07-07 01:47:20,712 - mmaction - INFO - Epoch [87][2180/3757] lr: 1.000e-03, eta: 2 days, 23:23:09, time: 1.135, data_time: 0.001, memory: 6921, loss_aux: 1.0415, top1_acc: 0.6258, top5_acc: 0.8117, loss_cls: 1.5898, loss: 2.6313, grad_norm: 8.0494 2021-07-07 01:47:41,750 - mmaction - INFO - Epoch [87][2200/3757] lr: 1.000e-03, eta: 2 days, 23:22:47, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0607, top1_acc: 0.6125, top5_acc: 0.8195, loss_cls: 1.6011, loss: 2.6619, grad_norm: 8.2699 2021-07-07 01:48:02,960 - mmaction - INFO - Epoch [87][2220/3757] lr: 1.000e-03, eta: 2 days, 23:22:25, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0241, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.5159, loss: 2.5400, grad_norm: 8.0238 2021-07-07 01:48:24,001 - mmaction - INFO - Epoch [87][2240/3757] lr: 1.000e-03, eta: 2 days, 23:22:04, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.0833, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.6156, loss: 2.6989, grad_norm: 8.2753 2021-07-07 01:48:46,569 - mmaction - INFO - Epoch [87][2260/3757] lr: 1.000e-03, eta: 2 days, 23:21:43, time: 1.129, data_time: 0.006, memory: 6921, loss_aux: 1.0977, top1_acc: 0.6055, top5_acc: 0.7992, loss_cls: 1.6865, loss: 2.7842, grad_norm: 8.3923 2021-07-07 01:49:07,421 - mmaction - INFO - Epoch [87][2280/3757] lr: 1.000e-03, eta: 2 days, 23:21:21, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.0268, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.5579, loss: 2.5846, grad_norm: 8.1091 2021-07-07 01:49:29,066 - mmaction - INFO - Epoch [87][2300/3757] lr: 1.000e-03, eta: 2 days, 23:20:59, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0385, top1_acc: 0.6445, top5_acc: 0.8250, loss_cls: 1.5283, loss: 2.5668, grad_norm: 7.9359 2021-07-07 01:49:50,167 - mmaction - INFO - Epoch [87][2320/3757] lr: 1.000e-03, eta: 2 days, 23:20:37, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.0561, top1_acc: 0.6289, top5_acc: 0.8141, loss_cls: 1.5886, loss: 2.6446, grad_norm: 8.3996 2021-07-07 01:50:11,432 - mmaction - INFO - Epoch [87][2340/3757] lr: 1.000e-03, eta: 2 days, 23:20:15, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5002, loss: 2.4815, grad_norm: 8.0188 2021-07-07 01:50:32,938 - mmaction - INFO - Epoch [87][2360/3757] lr: 1.000e-03, eta: 2 days, 23:19:54, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6320, top5_acc: 0.8203, loss_cls: 1.5461, loss: 2.5703, grad_norm: 7.9885 2021-07-07 01:50:54,738 - mmaction - INFO - Epoch [87][2380/3757] lr: 1.000e-03, eta: 2 days, 23:19:32, time: 1.089, data_time: 0.001, memory: 6921, loss_aux: 1.0502, top1_acc: 0.6297, top5_acc: 0.8172, loss_cls: 1.6099, loss: 2.6602, grad_norm: 8.0483 2021-07-07 01:51:15,676 - mmaction - INFO - Epoch [87][2400/3757] lr: 1.000e-03, eta: 2 days, 23:19:10, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0404, top1_acc: 0.6266, top5_acc: 0.8211, loss_cls: 1.5905, loss: 2.6310, grad_norm: 8.0725 2021-07-07 01:51:36,749 - mmaction - INFO - Epoch [87][2420/3757] lr: 1.000e-03, eta: 2 days, 23:18:48, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0867, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.5691, loss: 2.6558, grad_norm: 8.0579 2021-07-07 01:51:57,956 - mmaction - INFO - Epoch [87][2440/3757] lr: 1.000e-03, eta: 2 days, 23:18:27, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0770, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5951, loss: 2.6721, grad_norm: 8.0454 2021-07-07 01:52:19,187 - mmaction - INFO - Epoch [87][2460/3757] lr: 1.000e-03, eta: 2 days, 23:18:05, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0659, top1_acc: 0.6281, top5_acc: 0.8203, loss_cls: 1.5966, loss: 2.6625, grad_norm: 8.1713 2021-07-07 01:52:40,166 - mmaction - INFO - Epoch [87][2480/3757] lr: 1.000e-03, eta: 2 days, 23:17:43, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0321, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5373, loss: 2.5693, grad_norm: 7.9870 2021-07-07 01:53:01,415 - mmaction - INFO - Epoch [87][2500/3757] lr: 1.000e-03, eta: 2 days, 23:17:21, time: 1.062, data_time: 0.010, memory: 6921, loss_aux: 1.0661, top1_acc: 0.6062, top5_acc: 0.8195, loss_cls: 1.6503, loss: 2.7164, grad_norm: 8.3774 2021-07-07 01:53:23,812 - mmaction - INFO - Epoch [87][2520/3757] lr: 1.000e-03, eta: 2 days, 23:17:00, time: 1.121, data_time: 0.005, memory: 6921, loss_aux: 0.9924, top1_acc: 0.6289, top5_acc: 0.8187, loss_cls: 1.5552, loss: 2.5475, grad_norm: 7.9926 2021-07-07 01:53:44,900 - mmaction - INFO - Epoch [87][2540/3757] lr: 1.000e-03, eta: 2 days, 23:16:38, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5435, loss: 2.5738, grad_norm: 8.2702 2021-07-07 01:54:06,100 - mmaction - INFO - Epoch [87][2560/3757] lr: 1.000e-03, eta: 2 days, 23:16:16, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0221, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5653, loss: 2.5875, grad_norm: 8.0797 2021-07-07 01:54:27,457 - mmaction - INFO - Epoch [87][2580/3757] lr: 1.000e-03, eta: 2 days, 23:15:54, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0474, top1_acc: 0.6266, top5_acc: 0.8273, loss_cls: 1.5853, loss: 2.6326, grad_norm: 8.1463 2021-07-07 01:54:49,998 - mmaction - INFO - Epoch [87][2600/3757] lr: 1.000e-03, eta: 2 days, 23:15:34, time: 1.128, data_time: 0.005, memory: 6921, loss_aux: 1.0221, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.5040, loss: 2.5261, grad_norm: 8.1260 2021-07-07 01:55:11,155 - mmaction - INFO - Epoch [87][2620/3757] lr: 1.000e-03, eta: 2 days, 23:15:12, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6312, top5_acc: 0.8164, loss_cls: 1.5946, loss: 2.6299, grad_norm: 8.1016 2021-07-07 01:55:32,268 - mmaction - INFO - Epoch [87][2640/3757] lr: 1.000e-03, eta: 2 days, 23:14:50, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.5253, loss: 2.5434, grad_norm: 8.0659 2021-07-07 01:55:53,386 - mmaction - INFO - Epoch [87][2660/3757] lr: 1.000e-03, eta: 2 days, 23:14:28, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0266, top1_acc: 0.6234, top5_acc: 0.8273, loss_cls: 1.5333, loss: 2.5599, grad_norm: 8.2469 2021-07-07 01:56:14,816 - mmaction - INFO - Epoch [87][2680/3757] lr: 1.000e-03, eta: 2 days, 23:14:06, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0253, top1_acc: 0.6367, top5_acc: 0.8266, loss_cls: 1.5327, loss: 2.5579, grad_norm: 8.0591 2021-07-07 01:56:35,899 - mmaction - INFO - Epoch [87][2700/3757] lr: 1.000e-03, eta: 2 days, 23:13:44, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0430, top1_acc: 0.6336, top5_acc: 0.8203, loss_cls: 1.5535, loss: 2.5965, grad_norm: 7.9856 2021-07-07 01:56:57,360 - mmaction - INFO - Epoch [87][2720/3757] lr: 1.000e-03, eta: 2 days, 23:13:23, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0294, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5696, loss: 2.5990, grad_norm: 8.0388 2021-07-07 01:57:19,337 - mmaction - INFO - Epoch [87][2740/3757] lr: 1.000e-03, eta: 2 days, 23:13:01, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5265, loss: 2.5296, grad_norm: 8.0520 2021-07-07 01:57:40,531 - mmaction - INFO - Epoch [87][2760/3757] lr: 1.000e-03, eta: 2 days, 23:12:39, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0677, top1_acc: 0.6156, top5_acc: 0.8109, loss_cls: 1.6269, loss: 2.6946, grad_norm: 8.2706 2021-07-07 01:58:01,681 - mmaction - INFO - Epoch [87][2780/3757] lr: 1.000e-03, eta: 2 days, 23:12:18, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0431, top1_acc: 0.6352, top5_acc: 0.8219, loss_cls: 1.5876, loss: 2.6308, grad_norm: 8.0895 2021-07-07 01:58:23,426 - mmaction - INFO - Epoch [87][2800/3757] lr: 1.000e-03, eta: 2 days, 23:11:56, time: 1.088, data_time: 0.022, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.5439, loss: 2.5597, grad_norm: 8.0312 2021-07-07 01:58:45,451 - mmaction - INFO - Epoch [87][2820/3757] lr: 1.000e-03, eta: 2 days, 23:11:35, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.0557, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.6485, loss: 2.7042, grad_norm: 8.3878 2021-07-07 01:59:06,507 - mmaction - INFO - Epoch [87][2840/3757] lr: 1.000e-03, eta: 2 days, 23:11:13, time: 1.053, data_time: 0.007, memory: 6921, loss_aux: 1.0967, top1_acc: 0.6203, top5_acc: 0.8047, loss_cls: 1.6757, loss: 2.7724, grad_norm: 8.2407 2021-07-07 01:59:28,048 - mmaction - INFO - Epoch [87][2860/3757] lr: 1.000e-03, eta: 2 days, 23:10:51, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0340, top1_acc: 0.6305, top5_acc: 0.8117, loss_cls: 1.5948, loss: 2.6288, grad_norm: 8.1211 2021-07-07 01:59:49,091 - mmaction - INFO - Epoch [87][2880/3757] lr: 1.000e-03, eta: 2 days, 23:10:29, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0514, top1_acc: 0.6312, top5_acc: 0.8234, loss_cls: 1.5887, loss: 2.6401, grad_norm: 8.0301 2021-07-07 02:00:10,205 - mmaction - INFO - Epoch [87][2900/3757] lr: 1.000e-03, eta: 2 days, 23:10:08, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0609, top1_acc: 0.6164, top5_acc: 0.8133, loss_cls: 1.6383, loss: 2.6992, grad_norm: 8.1193 2021-07-07 02:00:31,476 - mmaction - INFO - Epoch [87][2920/3757] lr: 1.000e-03, eta: 2 days, 23:09:46, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0326, top1_acc: 0.6258, top5_acc: 0.8203, loss_cls: 1.5951, loss: 2.6277, grad_norm: 8.2476 2021-07-07 02:00:52,861 - mmaction - INFO - Epoch [87][2940/3757] lr: 1.000e-03, eta: 2 days, 23:09:24, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.5461, loss: 2.5588, grad_norm: 8.3024 2021-07-07 02:01:14,064 - mmaction - INFO - Epoch [87][2960/3757] lr: 1.000e-03, eta: 2 days, 23:09:02, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6438, top5_acc: 0.8164, loss_cls: 1.5397, loss: 2.5490, grad_norm: 7.9750 2021-07-07 02:01:35,177 - mmaction - INFO - Epoch [87][2980/3757] lr: 1.000e-03, eta: 2 days, 23:08:40, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1002, top1_acc: 0.6109, top5_acc: 0.8117, loss_cls: 1.6876, loss: 2.7878, grad_norm: 8.3402 2021-07-07 02:01:56,406 - mmaction - INFO - Epoch [87][3000/3757] lr: 1.000e-03, eta: 2 days, 23:08:18, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5814, loss: 2.6285, grad_norm: 8.1640 2021-07-07 02:02:17,574 - mmaction - INFO - Epoch [87][3020/3757] lr: 1.000e-03, eta: 2 days, 23:07:57, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6656, top5_acc: 0.8367, loss_cls: 1.4521, loss: 2.4515, grad_norm: 7.6851 2021-07-07 02:02:39,624 - mmaction - INFO - Epoch [87][3040/3757] lr: 1.000e-03, eta: 2 days, 23:07:35, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.0654, top1_acc: 0.6391, top5_acc: 0.8008, loss_cls: 1.6296, loss: 2.6950, grad_norm: 8.0442 2021-07-07 02:03:00,833 - mmaction - INFO - Epoch [87][3060/3757] lr: 1.000e-03, eta: 2 days, 23:07:14, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0317, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.6118, loss: 2.6435, grad_norm: 8.3499 2021-07-07 02:03:22,058 - mmaction - INFO - Epoch [87][3080/3757] lr: 1.000e-03, eta: 2 days, 23:06:52, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0531, top1_acc: 0.6188, top5_acc: 0.8156, loss_cls: 1.6176, loss: 2.6707, grad_norm: 8.2723 2021-07-07 02:03:43,998 - mmaction - INFO - Epoch [87][3100/3757] lr: 1.000e-03, eta: 2 days, 23:06:30, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.0452, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.6165, loss: 2.6617, grad_norm: 8.2998 2021-07-07 02:04:06,248 - mmaction - INFO - Epoch [87][3120/3757] lr: 1.000e-03, eta: 2 days, 23:06:09, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.0077, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5367, loss: 2.5444, grad_norm: 8.1240 2021-07-07 02:04:27,210 - mmaction - INFO - Epoch [87][3140/3757] lr: 1.000e-03, eta: 2 days, 23:05:47, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.0641, top1_acc: 0.6195, top5_acc: 0.8148, loss_cls: 1.6191, loss: 2.6831, grad_norm: 8.2993 2021-07-07 02:04:48,594 - mmaction - INFO - Epoch [87][3160/3757] lr: 1.000e-03, eta: 2 days, 23:05:26, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0347, top1_acc: 0.6297, top5_acc: 0.8398, loss_cls: 1.5688, loss: 2.6035, grad_norm: 8.1739 2021-07-07 02:05:09,799 - mmaction - INFO - Epoch [87][3180/3757] lr: 1.000e-03, eta: 2 days, 23:05:04, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0624, top1_acc: 0.6312, top5_acc: 0.8172, loss_cls: 1.6072, loss: 2.6696, grad_norm: 8.3773 2021-07-07 02:05:30,918 - mmaction - INFO - Epoch [87][3200/3757] lr: 1.000e-03, eta: 2 days, 23:04:42, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0400, top1_acc: 0.6391, top5_acc: 0.8164, loss_cls: 1.5316, loss: 2.5716, grad_norm: 7.9191 2021-07-07 02:05:52,266 - mmaction - INFO - Epoch [87][3220/3757] lr: 1.000e-03, eta: 2 days, 23:04:20, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0532, top1_acc: 0.6359, top5_acc: 0.8250, loss_cls: 1.5906, loss: 2.6438, grad_norm: 8.2492 2021-07-07 02:06:13,509 - mmaction - INFO - Epoch [87][3240/3757] lr: 1.000e-03, eta: 2 days, 23:03:58, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0176, top1_acc: 0.6359, top5_acc: 0.8258, loss_cls: 1.5285, loss: 2.5461, grad_norm: 8.0577 2021-07-07 02:06:34,584 - mmaction - INFO - Epoch [87][3260/3757] lr: 1.000e-03, eta: 2 days, 23:03:36, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0083, top1_acc: 0.6219, top5_acc: 0.8414, loss_cls: 1.5074, loss: 2.5157, grad_norm: 8.1206 2021-07-07 02:06:55,870 - mmaction - INFO - Epoch [87][3280/3757] lr: 1.000e-03, eta: 2 days, 23:03:15, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0439, top1_acc: 0.6266, top5_acc: 0.8281, loss_cls: 1.5568, loss: 2.6007, grad_norm: 8.3434 2021-07-07 02:07:17,073 - mmaction - INFO - Epoch [87][3300/3757] lr: 1.000e-03, eta: 2 days, 23:02:53, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0879, top1_acc: 0.6125, top5_acc: 0.8047, loss_cls: 1.6793, loss: 2.7672, grad_norm: 8.4202 2021-07-07 02:07:38,973 - mmaction - INFO - Epoch [87][3320/3757] lr: 1.000e-03, eta: 2 days, 23:02:31, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.0786, top1_acc: 0.6172, top5_acc: 0.8070, loss_cls: 1.6298, loss: 2.7083, grad_norm: 8.4150 2021-07-07 02:08:00,044 - mmaction - INFO - Epoch [87][3340/3757] lr: 1.000e-03, eta: 2 days, 23:02:09, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0806, top1_acc: 0.6117, top5_acc: 0.8172, loss_cls: 1.6598, loss: 2.7404, grad_norm: 8.6035 2021-07-07 02:08:21,782 - mmaction - INFO - Epoch [87][3360/3757] lr: 1.000e-03, eta: 2 days, 23:01:48, time: 1.088, data_time: 0.007, memory: 6921, loss_aux: 1.0350, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.5052, loss: 2.5402, grad_norm: 8.3698 2021-07-07 02:08:43,993 - mmaction - INFO - Epoch [87][3380/3757] lr: 1.000e-03, eta: 2 days, 23:01:27, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.0308, top1_acc: 0.6406, top5_acc: 0.8320, loss_cls: 1.5192, loss: 2.5500, grad_norm: 8.0528 2021-07-07 02:09:05,099 - mmaction - INFO - Epoch [87][3400/3757] lr: 1.000e-03, eta: 2 days, 23:01:05, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6234, top5_acc: 0.8242, loss_cls: 1.5513, loss: 2.5816, grad_norm: 7.9981 2021-07-07 02:09:26,442 - mmaction - INFO - Epoch [87][3420/3757] lr: 1.000e-03, eta: 2 days, 23:00:43, time: 1.069, data_time: 0.006, memory: 6921, loss_aux: 1.0362, top1_acc: 0.6305, top5_acc: 0.8227, loss_cls: 1.5994, loss: 2.6356, grad_norm: 8.1989 2021-07-07 02:09:47,631 - mmaction - INFO - Epoch [87][3440/3757] lr: 1.000e-03, eta: 2 days, 23:00:21, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.4867, loss: 2.4895, grad_norm: 7.8136 2021-07-07 02:10:09,839 - mmaction - INFO - Epoch [87][3460/3757] lr: 1.000e-03, eta: 2 days, 23:00:00, time: 1.112, data_time: 0.061, memory: 6921, loss_aux: 1.0503, top1_acc: 0.6312, top5_acc: 0.8109, loss_cls: 1.6072, loss: 2.6575, grad_norm: 8.2851 2021-07-07 02:10:31,066 - mmaction - INFO - Epoch [87][3480/3757] lr: 1.000e-03, eta: 2 days, 22:59:39, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0603, top1_acc: 0.6320, top5_acc: 0.8367, loss_cls: 1.5555, loss: 2.6159, grad_norm: 8.1813 2021-07-07 02:10:52,732 - mmaction - INFO - Epoch [87][3500/3757] lr: 1.000e-03, eta: 2 days, 22:59:17, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.0545, top1_acc: 0.6227, top5_acc: 0.8141, loss_cls: 1.6009, loss: 2.6554, grad_norm: 8.0886 2021-07-07 02:11:14,713 - mmaction - INFO - Epoch [87][3520/3757] lr: 1.000e-03, eta: 2 days, 22:58:56, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.0744, top1_acc: 0.6117, top5_acc: 0.8156, loss_cls: 1.6108, loss: 2.6852, grad_norm: 8.3322 2021-07-07 02:11:35,666 - mmaction - INFO - Epoch [87][3540/3757] lr: 1.000e-03, eta: 2 days, 22:58:34, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0404, top1_acc: 0.6297, top5_acc: 0.8180, loss_cls: 1.5713, loss: 2.6117, grad_norm: 8.0373 2021-07-07 02:11:56,854 - mmaction - INFO - Epoch [87][3560/3757] lr: 1.000e-03, eta: 2 days, 22:58:12, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0699, top1_acc: 0.6156, top5_acc: 0.8148, loss_cls: 1.6365, loss: 2.7065, grad_norm: 8.3711 2021-07-07 02:12:17,917 - mmaction - INFO - Epoch [87][3580/3757] lr: 1.000e-03, eta: 2 days, 22:57:50, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0024, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5506, loss: 2.5530, grad_norm: 8.2041 2021-07-07 02:12:39,105 - mmaction - INFO - Epoch [87][3600/3757] lr: 1.000e-03, eta: 2 days, 22:57:28, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0841, top1_acc: 0.6172, top5_acc: 0.8141, loss_cls: 1.6553, loss: 2.7393, grad_norm: 8.5503 2021-07-07 02:13:00,327 - mmaction - INFO - Epoch [87][3620/3757] lr: 1.000e-03, eta: 2 days, 22:57:06, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0685, top1_acc: 0.6297, top5_acc: 0.8227, loss_cls: 1.6397, loss: 2.7082, grad_norm: 8.3150 2021-07-07 02:13:21,520 - mmaction - INFO - Epoch [87][3640/3757] lr: 1.000e-03, eta: 2 days, 22:56:44, time: 1.059, data_time: 0.008, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4912, loss: 2.4812, grad_norm: 8.0707 2021-07-07 02:13:43,112 - mmaction - INFO - Epoch [87][3660/3757] lr: 1.000e-03, eta: 2 days, 22:56:23, time: 1.080, data_time: 0.035, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5038, loss: 2.5264, grad_norm: 8.0024 2021-07-07 02:14:04,228 - mmaction - INFO - Epoch [87][3680/3757] lr: 1.000e-03, eta: 2 days, 22:56:01, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0444, top1_acc: 0.6344, top5_acc: 0.8148, loss_cls: 1.5886, loss: 2.6330, grad_norm: 8.2810 2021-07-07 02:14:25,650 - mmaction - INFO - Epoch [87][3700/3757] lr: 1.000e-03, eta: 2 days, 22:55:39, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0414, top1_acc: 0.6406, top5_acc: 0.8242, loss_cls: 1.5459, loss: 2.5873, grad_norm: 8.0415 2021-07-07 02:14:47,433 - mmaction - INFO - Epoch [87][3720/3757] lr: 1.000e-03, eta: 2 days, 22:55:18, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.1048, top1_acc: 0.6039, top5_acc: 0.8148, loss_cls: 1.6933, loss: 2.7981, grad_norm: 8.5810 2021-07-07 02:15:08,609 - mmaction - INFO - Epoch [87][3740/3757] lr: 1.000e-03, eta: 2 days, 22:54:56, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0423, top1_acc: 0.6289, top5_acc: 0.8156, loss_cls: 1.5858, loss: 2.6281, grad_norm: 7.9347 2021-07-07 02:15:27,054 - mmaction - INFO - Saving checkpoint at 87 epochs 2021-07-07 02:16:29,526 - mmaction - INFO - Epoch [88][20/3757] lr: 1.000e-03, eta: 2 days, 22:54:31, time: 3.045, data_time: 1.943, memory: 6921, loss_aux: 1.0445, top1_acc: 0.6273, top5_acc: 0.8187, loss_cls: 1.6010, loss: 2.6455, grad_norm: 7.9635 2021-07-07 02:16:50,800 - mmaction - INFO - Epoch [88][40/3757] lr: 1.000e-03, eta: 2 days, 22:54:10, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0248, top1_acc: 0.6461, top5_acc: 0.8172, loss_cls: 1.5303, loss: 2.5551, grad_norm: 7.8644 2021-07-07 02:17:12,460 - mmaction - INFO - Epoch [88][60/3757] lr: 1.000e-03, eta: 2 days, 22:53:48, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.0686, top1_acc: 0.6031, top5_acc: 0.8180, loss_cls: 1.6062, loss: 2.6748, grad_norm: 8.1924 2021-07-07 02:17:33,473 - mmaction - INFO - Epoch [88][80/3757] lr: 1.000e-03, eta: 2 days, 22:53:26, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0817, top1_acc: 0.6039, top5_acc: 0.8281, loss_cls: 1.6229, loss: 2.7046, grad_norm: 8.3811 2021-07-07 02:17:54,622 - mmaction - INFO - Epoch [88][100/3757] lr: 1.000e-03, eta: 2 days, 22:53:04, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6469, top5_acc: 0.8242, loss_cls: 1.5111, loss: 2.5162, grad_norm: 8.1764 2021-07-07 02:18:15,535 - mmaction - INFO - Epoch [88][120/3757] lr: 1.000e-03, eta: 2 days, 22:52:42, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 1.0418, top1_acc: 0.6281, top5_acc: 0.8227, loss_cls: 1.5673, loss: 2.6091, grad_norm: 8.1679 2021-07-07 02:18:36,472 - mmaction - INFO - Epoch [88][140/3757] lr: 1.000e-03, eta: 2 days, 22:52:20, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0597, top1_acc: 0.6117, top5_acc: 0.8297, loss_cls: 1.6141, loss: 2.6738, grad_norm: 8.3527 2021-07-07 02:18:57,849 - mmaction - INFO - Epoch [88][160/3757] lr: 1.000e-03, eta: 2 days, 22:51:58, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0347, top1_acc: 0.6305, top5_acc: 0.8234, loss_cls: 1.5496, loss: 2.5843, grad_norm: 7.9860 2021-07-07 02:19:19,084 - mmaction - INFO - Epoch [88][180/3757] lr: 1.000e-03, eta: 2 days, 22:51:37, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0441, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5741, loss: 2.6182, grad_norm: 8.0971 2021-07-07 02:19:40,191 - mmaction - INFO - Epoch [88][200/3757] lr: 1.000e-03, eta: 2 days, 22:51:15, time: 1.057, data_time: 0.007, memory: 6921, loss_aux: 1.0621, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.5860, loss: 2.6481, grad_norm: 8.1855 2021-07-07 02:20:01,635 - mmaction - INFO - Epoch [88][220/3757] lr: 1.000e-03, eta: 2 days, 22:50:53, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0759, top1_acc: 0.6031, top5_acc: 0.8109, loss_cls: 1.6420, loss: 2.7179, grad_norm: 8.3386 2021-07-07 02:20:22,806 - mmaction - INFO - Epoch [88][240/3757] lr: 1.000e-03, eta: 2 days, 22:50:31, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.4842, loss: 2.4811, grad_norm: 7.9402 2021-07-07 02:20:43,911 - mmaction - INFO - Epoch [88][260/3757] lr: 1.000e-03, eta: 2 days, 22:50:09, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0767, top1_acc: 0.6156, top5_acc: 0.8234, loss_cls: 1.6229, loss: 2.6996, grad_norm: 8.4049 2021-07-07 02:21:04,893 - mmaction - INFO - Epoch [88][280/3757] lr: 1.000e-03, eta: 2 days, 22:49:47, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9954, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5072, loss: 2.5026, grad_norm: 7.9744 2021-07-07 02:21:25,877 - mmaction - INFO - Epoch [88][300/3757] lr: 1.000e-03, eta: 2 days, 22:49:25, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0452, top1_acc: 0.6172, top5_acc: 0.8203, loss_cls: 1.5805, loss: 2.6257, grad_norm: 8.1024 2021-07-07 02:21:47,205 - mmaction - INFO - Epoch [88][320/3757] lr: 1.000e-03, eta: 2 days, 22:49:03, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9829, top1_acc: 0.6320, top5_acc: 0.8461, loss_cls: 1.4848, loss: 2.4677, grad_norm: 8.2155 2021-07-07 02:22:08,467 - mmaction - INFO - Epoch [88][340/3757] lr: 1.000e-03, eta: 2 days, 22:48:42, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0658, top1_acc: 0.6297, top5_acc: 0.8187, loss_cls: 1.6118, loss: 2.6776, grad_norm: 8.0993 2021-07-07 02:22:29,893 - mmaction - INFO - Epoch [88][360/3757] lr: 1.000e-03, eta: 2 days, 22:48:20, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9855, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4520, loss: 2.4374, grad_norm: 8.0562 2021-07-07 02:22:51,009 - mmaction - INFO - Epoch [88][380/3757] lr: 1.000e-03, eta: 2 days, 22:47:58, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0524, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.5884, loss: 2.6408, grad_norm: 8.2565 2021-07-07 02:23:12,195 - mmaction - INFO - Epoch [88][400/3757] lr: 1.000e-03, eta: 2 days, 22:47:36, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0060, top1_acc: 0.6586, top5_acc: 0.8289, loss_cls: 1.5042, loss: 2.5101, grad_norm: 7.9156 2021-07-07 02:23:33,560 - mmaction - INFO - Epoch [88][420/3757] lr: 1.000e-03, eta: 2 days, 22:47:15, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0569, top1_acc: 0.6266, top5_acc: 0.8203, loss_cls: 1.6151, loss: 2.6720, grad_norm: 8.3016 2021-07-07 02:23:54,562 - mmaction - INFO - Epoch [88][440/3757] lr: 1.000e-03, eta: 2 days, 22:46:53, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0646, top1_acc: 0.6242, top5_acc: 0.8258, loss_cls: 1.6149, loss: 2.6795, grad_norm: 8.2708 2021-07-07 02:24:15,643 - mmaction - INFO - Epoch [88][460/3757] lr: 1.000e-03, eta: 2 days, 22:46:31, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0459, top1_acc: 0.6312, top5_acc: 0.8180, loss_cls: 1.5864, loss: 2.6323, grad_norm: 8.0103 2021-07-07 02:24:36,818 - mmaction - INFO - Epoch [88][480/3757] lr: 1.000e-03, eta: 2 days, 22:46:09, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6398, top5_acc: 0.8109, loss_cls: 1.5828, loss: 2.6181, grad_norm: 8.1708 2021-07-07 02:24:58,024 - mmaction - INFO - Epoch [88][500/3757] lr: 1.000e-03, eta: 2 days, 22:45:47, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.1017, top1_acc: 0.5977, top5_acc: 0.7984, loss_cls: 1.7170, loss: 2.8187, grad_norm: 8.3011 2021-07-07 02:25:19,218 - mmaction - INFO - Epoch [88][520/3757] lr: 1.000e-03, eta: 2 days, 22:45:25, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0621, top1_acc: 0.6312, top5_acc: 0.8227, loss_cls: 1.5741, loss: 2.6361, grad_norm: 7.9518 2021-07-07 02:25:40,344 - mmaction - INFO - Epoch [88][540/3757] lr: 1.000e-03, eta: 2 days, 22:45:03, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0571, top1_acc: 0.6250, top5_acc: 0.8172, loss_cls: 1.6001, loss: 2.6572, grad_norm: 8.0713 2021-07-07 02:26:01,331 - mmaction - INFO - Epoch [88][560/3757] lr: 1.000e-03, eta: 2 days, 22:44:41, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0294, top1_acc: 0.6430, top5_acc: 0.8242, loss_cls: 1.5073, loss: 2.5367, grad_norm: 7.8706 2021-07-07 02:26:22,476 - mmaction - INFO - Epoch [88][580/3757] lr: 1.000e-03, eta: 2 days, 22:44:19, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0718, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.6091, loss: 2.6809, grad_norm: 8.2751 2021-07-07 02:26:43,613 - mmaction - INFO - Epoch [88][600/3757] lr: 1.000e-03, eta: 2 days, 22:43:57, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0929, top1_acc: 0.6016, top5_acc: 0.8172, loss_cls: 1.6703, loss: 2.7632, grad_norm: 8.3701 2021-07-07 02:27:04,738 - mmaction - INFO - Epoch [88][620/3757] lr: 1.000e-03, eta: 2 days, 22:43:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0033, top1_acc: 0.6656, top5_acc: 0.8430, loss_cls: 1.4330, loss: 2.4362, grad_norm: 7.7505 2021-07-07 02:27:26,111 - mmaction - INFO - Epoch [88][640/3757] lr: 1.000e-03, eta: 2 days, 22:43:14, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0748, top1_acc: 0.6047, top5_acc: 0.8156, loss_cls: 1.6497, loss: 2.7245, grad_norm: 8.3248 2021-07-07 02:27:47,334 - mmaction - INFO - Epoch [88][660/3757] lr: 1.000e-03, eta: 2 days, 22:42:52, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9964, top1_acc: 0.6438, top5_acc: 0.8234, loss_cls: 1.4950, loss: 2.4914, grad_norm: 8.0718 2021-07-07 02:28:08,639 - mmaction - INFO - Epoch [88][680/3757] lr: 1.000e-03, eta: 2 days, 22:42:30, time: 1.064, data_time: 0.010, memory: 6921, loss_aux: 1.0335, top1_acc: 0.6320, top5_acc: 0.8258, loss_cls: 1.5644, loss: 2.5980, grad_norm: 8.2332 2021-07-07 02:28:29,809 - mmaction - INFO - Epoch [88][700/3757] lr: 1.000e-03, eta: 2 days, 22:42:08, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6180, top5_acc: 0.8102, loss_cls: 1.6036, loss: 2.6393, grad_norm: 8.2087 2021-07-07 02:28:51,130 - mmaction - INFO - Epoch [88][720/3757] lr: 1.000e-03, eta: 2 days, 22:41:47, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0014, top1_acc: 0.6555, top5_acc: 0.8367, loss_cls: 1.4997, loss: 2.5011, grad_norm: 8.0117 2021-07-07 02:29:12,271 - mmaction - INFO - Epoch [88][740/3757] lr: 1.000e-03, eta: 2 days, 22:41:25, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9403, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3882, loss: 2.3286, grad_norm: 7.7646 2021-07-07 02:29:33,278 - mmaction - INFO - Epoch [88][760/3757] lr: 1.000e-03, eta: 2 days, 22:41:03, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0921, top1_acc: 0.6016, top5_acc: 0.8117, loss_cls: 1.6495, loss: 2.7416, grad_norm: 8.3417 2021-07-07 02:29:54,304 - mmaction - INFO - Epoch [88][780/3757] lr: 1.000e-03, eta: 2 days, 22:40:41, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0799, top1_acc: 0.6211, top5_acc: 0.8055, loss_cls: 1.6631, loss: 2.7430, grad_norm: 8.3517 2021-07-07 02:30:15,603 - mmaction - INFO - Epoch [88][800/3757] lr: 1.000e-03, eta: 2 days, 22:40:19, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0119, top1_acc: 0.6555, top5_acc: 0.8352, loss_cls: 1.4861, loss: 2.4980, grad_norm: 7.7617 2021-07-07 02:30:36,650 - mmaction - INFO - Epoch [88][820/3757] lr: 1.000e-03, eta: 2 days, 22:39:57, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0753, top1_acc: 0.6156, top5_acc: 0.8031, loss_cls: 1.6879, loss: 2.7631, grad_norm: 8.3156 2021-07-07 02:30:57,709 - mmaction - INFO - Epoch [88][840/3757] lr: 1.000e-03, eta: 2 days, 22:39:35, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0645, top1_acc: 0.6477, top5_acc: 0.8219, loss_cls: 1.5757, loss: 2.6402, grad_norm: 8.1188 2021-07-07 02:31:19,368 - mmaction - INFO - Epoch [88][860/3757] lr: 1.000e-03, eta: 2 days, 22:39:14, time: 1.084, data_time: 0.009, memory: 6921, loss_aux: 1.0470, top1_acc: 0.6414, top5_acc: 0.8211, loss_cls: 1.5492, loss: 2.5961, grad_norm: 8.0947 2021-07-07 02:31:41,249 - mmaction - INFO - Epoch [88][880/3757] lr: 1.000e-03, eta: 2 days, 22:38:52, time: 1.093, data_time: 0.047, memory: 6921, loss_aux: 1.0809, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.6068, loss: 2.6876, grad_norm: 8.2961 2021-07-07 02:32:02,628 - mmaction - INFO - Epoch [88][900/3757] lr: 1.000e-03, eta: 2 days, 22:38:31, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0916, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.6054, loss: 2.6970, grad_norm: 8.1913 2021-07-07 02:32:23,533 - mmaction - INFO - Epoch [88][920/3757] lr: 1.000e-03, eta: 2 days, 22:38:09, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0414, top1_acc: 0.6211, top5_acc: 0.8180, loss_cls: 1.6211, loss: 2.6626, grad_norm: 8.2224 2021-07-07 02:32:44,722 - mmaction - INFO - Epoch [88][940/3757] lr: 1.000e-03, eta: 2 days, 22:37:47, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 1.0827, top1_acc: 0.6219, top5_acc: 0.8148, loss_cls: 1.5936, loss: 2.6762, grad_norm: 8.3859 2021-07-07 02:33:05,718 - mmaction - INFO - Epoch [88][960/3757] lr: 1.000e-03, eta: 2 days, 22:37:25, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6261, loss: 2.6903, grad_norm: 8.4699 2021-07-07 02:33:26,769 - mmaction - INFO - Epoch [88][980/3757] lr: 1.000e-03, eta: 2 days, 22:37:03, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6305, top5_acc: 0.8187, loss_cls: 1.5871, loss: 2.6143, grad_norm: 8.2456 2021-07-07 02:33:48,210 - mmaction - INFO - Epoch [88][1000/3757] lr: 1.000e-03, eta: 2 days, 22:36:41, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0971, top1_acc: 0.6078, top5_acc: 0.8172, loss_cls: 1.6450, loss: 2.7421, grad_norm: 8.2669 2021-07-07 02:34:09,499 - mmaction - INFO - Epoch [88][1020/3757] lr: 1.000e-03, eta: 2 days, 22:36:19, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0332, top1_acc: 0.6234, top5_acc: 0.8219, loss_cls: 1.5637, loss: 2.5969, grad_norm: 7.8864 2021-07-07 02:34:30,861 - mmaction - INFO - Epoch [88][1040/3757] lr: 1.000e-03, eta: 2 days, 22:35:58, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4662, loss: 2.4446, grad_norm: 8.1824 2021-07-07 02:34:52,594 - mmaction - INFO - Epoch [88][1060/3757] lr: 1.000e-03, eta: 2 days, 22:35:36, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.0536, top1_acc: 0.6125, top5_acc: 0.8094, loss_cls: 1.5971, loss: 2.6507, grad_norm: 8.2837 2021-07-07 02:35:13,439 - mmaction - INFO - Epoch [88][1080/3757] lr: 1.000e-03, eta: 2 days, 22:35:14, time: 1.041, data_time: 0.004, memory: 6921, loss_aux: 1.0567, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.5742, loss: 2.6309, grad_norm: 8.2537 2021-07-07 02:35:34,580 - mmaction - INFO - Epoch [88][1100/3757] lr: 1.000e-03, eta: 2 days, 22:34:52, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0884, top1_acc: 0.6031, top5_acc: 0.8148, loss_cls: 1.6706, loss: 2.7590, grad_norm: 8.2631 2021-07-07 02:35:55,665 - mmaction - INFO - Epoch [88][1120/3757] lr: 1.000e-03, eta: 2 days, 22:34:30, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0306, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.5352, loss: 2.5658, grad_norm: 8.1041 2021-07-07 02:36:16,526 - mmaction - INFO - Epoch [88][1140/3757] lr: 1.000e-03, eta: 2 days, 22:34:08, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.0654, top1_acc: 0.6195, top5_acc: 0.8195, loss_cls: 1.6049, loss: 2.6703, grad_norm: 8.4922 2021-07-07 02:36:37,855 - mmaction - INFO - Epoch [88][1160/3757] lr: 1.000e-03, eta: 2 days, 22:33:46, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0327, top1_acc: 0.6336, top5_acc: 0.8172, loss_cls: 1.5609, loss: 2.5937, grad_norm: 8.3676 2021-07-07 02:36:59,021 - mmaction - INFO - Epoch [88][1180/3757] lr: 1.000e-03, eta: 2 days, 22:33:25, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5343, loss: 2.5657, grad_norm: 7.9644 2021-07-07 02:37:20,762 - mmaction - INFO - Epoch [88][1200/3757] lr: 1.000e-03, eta: 2 days, 22:33:03, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 1.0425, top1_acc: 0.6320, top5_acc: 0.8250, loss_cls: 1.5644, loss: 2.6069, grad_norm: 8.1222 2021-07-07 02:37:41,795 - mmaction - INFO - Epoch [88][1220/3757] lr: 1.000e-03, eta: 2 days, 22:32:41, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0498, top1_acc: 0.6141, top5_acc: 0.8219, loss_cls: 1.5769, loss: 2.6267, grad_norm: 8.2001 2021-07-07 02:38:03,082 - mmaction - INFO - Epoch [88][1240/3757] lr: 1.000e-03, eta: 2 days, 22:32:19, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6258, top5_acc: 0.8172, loss_cls: 1.5664, loss: 2.6018, grad_norm: 8.0675 2021-07-07 02:38:24,149 - mmaction - INFO - Epoch [88][1260/3757] lr: 1.000e-03, eta: 2 days, 22:31:57, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0736, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.5787, loss: 2.6523, grad_norm: 8.4198 2021-07-07 02:38:45,188 - mmaction - INFO - Epoch [88][1280/3757] lr: 1.000e-03, eta: 2 days, 22:31:36, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0926, top1_acc: 0.6102, top5_acc: 0.8078, loss_cls: 1.6368, loss: 2.7294, grad_norm: 8.4540 2021-07-07 02:39:06,177 - mmaction - INFO - Epoch [88][1300/3757] lr: 1.000e-03, eta: 2 days, 22:31:14, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0436, top1_acc: 0.6461, top5_acc: 0.8203, loss_cls: 1.5523, loss: 2.5959, grad_norm: 8.0019 2021-07-07 02:39:27,874 - mmaction - INFO - Epoch [88][1320/3757] lr: 1.000e-03, eta: 2 days, 22:30:52, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.0385, top1_acc: 0.6250, top5_acc: 0.8266, loss_cls: 1.5523, loss: 2.5908, grad_norm: 8.1937 2021-07-07 02:39:49,115 - mmaction - INFO - Epoch [88][1340/3757] lr: 1.000e-03, eta: 2 days, 22:30:30, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0618, top1_acc: 0.6258, top5_acc: 0.8203, loss_cls: 1.5987, loss: 2.6605, grad_norm: 8.2681 2021-07-07 02:40:10,273 - mmaction - INFO - Epoch [88][1360/3757] lr: 1.000e-03, eta: 2 days, 22:30:08, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0447, top1_acc: 0.6148, top5_acc: 0.8266, loss_cls: 1.5729, loss: 2.6176, grad_norm: 8.2407 2021-07-07 02:40:31,617 - mmaction - INFO - Epoch [88][1380/3757] lr: 1.000e-03, eta: 2 days, 22:29:47, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0400, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.6095, loss: 2.6495, grad_norm: 8.2206 2021-07-07 02:40:53,257 - mmaction - INFO - Epoch [88][1400/3757] lr: 1.000e-03, eta: 2 days, 22:29:25, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0885, top1_acc: 0.6094, top5_acc: 0.8102, loss_cls: 1.6736, loss: 2.7622, grad_norm: 8.4225 2021-07-07 02:41:14,867 - mmaction - INFO - Epoch [88][1420/3757] lr: 1.000e-03, eta: 2 days, 22:29:04, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.0613, top1_acc: 0.6336, top5_acc: 0.8250, loss_cls: 1.5665, loss: 2.6278, grad_norm: 8.3455 2021-07-07 02:41:36,373 - mmaction - INFO - Epoch [88][1440/3757] lr: 1.000e-03, eta: 2 days, 22:28:42, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6320, top5_acc: 0.8219, loss_cls: 1.5501, loss: 2.5838, grad_norm: 8.1118 2021-07-07 02:41:57,399 - mmaction - INFO - Epoch [88][1460/3757] lr: 1.000e-03, eta: 2 days, 22:28:20, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0211, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.5097, loss: 2.5308, grad_norm: 8.0997 2021-07-07 02:42:18,886 - mmaction - INFO - Epoch [88][1480/3757] lr: 1.000e-03, eta: 2 days, 22:27:58, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0101, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5121, loss: 2.5222, grad_norm: 8.1674 2021-07-07 02:42:40,813 - mmaction - INFO - Epoch [88][1500/3757] lr: 1.000e-03, eta: 2 days, 22:27:37, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.0893, top1_acc: 0.6312, top5_acc: 0.8187, loss_cls: 1.6265, loss: 2.7158, grad_norm: 8.2927 2021-07-07 02:43:01,809 - mmaction - INFO - Epoch [88][1520/3757] lr: 1.000e-03, eta: 2 days, 22:27:15, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.5620, loss: 2.5891, grad_norm: 8.2371 2021-07-07 02:43:23,027 - mmaction - INFO - Epoch [88][1540/3757] lr: 1.000e-03, eta: 2 days, 22:26:53, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0085, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4639, loss: 2.4724, grad_norm: 8.2592 2021-07-07 02:43:44,276 - mmaction - INFO - Epoch [88][1560/3757] lr: 1.000e-03, eta: 2 days, 22:26:31, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6250, top5_acc: 0.8281, loss_cls: 1.5468, loss: 2.5600, grad_norm: 8.0876 2021-07-07 02:44:05,808 - mmaction - INFO - Epoch [88][1580/3757] lr: 1.000e-03, eta: 2 days, 22:26:10, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0714, top1_acc: 0.6336, top5_acc: 0.8172, loss_cls: 1.5765, loss: 2.6479, grad_norm: 8.2460 2021-07-07 02:44:26,850 - mmaction - INFO - Epoch [88][1600/3757] lr: 1.000e-03, eta: 2 days, 22:25:48, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6289, top5_acc: 0.8281, loss_cls: 1.5674, loss: 2.5970, grad_norm: 8.0831 2021-07-07 02:44:48,136 - mmaction - INFO - Epoch [88][1620/3757] lr: 1.000e-03, eta: 2 days, 22:25:26, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0405, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5424, loss: 2.5829, grad_norm: 8.0759 2021-07-07 02:45:09,196 - mmaction - INFO - Epoch [88][1640/3757] lr: 1.000e-03, eta: 2 days, 22:25:04, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0355, top1_acc: 0.6359, top5_acc: 0.8195, loss_cls: 1.5732, loss: 2.6087, grad_norm: 8.3025 2021-07-07 02:45:30,523 - mmaction - INFO - Epoch [88][1660/3757] lr: 1.000e-03, eta: 2 days, 22:24:42, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0552, top1_acc: 0.6297, top5_acc: 0.8172, loss_cls: 1.5988, loss: 2.6541, grad_norm: 8.2618 2021-07-07 02:45:51,520 - mmaction - INFO - Epoch [88][1680/3757] lr: 1.000e-03, eta: 2 days, 22:24:20, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.0568, top1_acc: 0.6289, top5_acc: 0.8258, loss_cls: 1.5950, loss: 2.6518, grad_norm: 8.2875 2021-07-07 02:46:12,375 - mmaction - INFO - Epoch [88][1700/3757] lr: 1.000e-03, eta: 2 days, 22:23:58, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9923, top1_acc: 0.6500, top5_acc: 0.8289, loss_cls: 1.4638, loss: 2.4561, grad_norm: 7.6682 2021-07-07 02:46:33,475 - mmaction - INFO - Epoch [88][1720/3757] lr: 1.000e-03, eta: 2 days, 22:23:37, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0262, top1_acc: 0.6266, top5_acc: 0.8313, loss_cls: 1.5440, loss: 2.5702, grad_norm: 8.1278 2021-07-07 02:46:54,583 - mmaction - INFO - Epoch [88][1740/3757] lr: 1.000e-03, eta: 2 days, 22:23:15, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6430, top5_acc: 0.8180, loss_cls: 1.5347, loss: 2.5649, grad_norm: 7.9949 2021-07-07 02:47:15,625 - mmaction - INFO - Epoch [88][1760/3757] lr: 1.000e-03, eta: 2 days, 22:22:53, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0541, top1_acc: 0.6164, top5_acc: 0.8078, loss_cls: 1.6340, loss: 2.6881, grad_norm: 8.3992 2021-07-07 02:47:36,775 - mmaction - INFO - Epoch [88][1780/3757] lr: 1.000e-03, eta: 2 days, 22:22:31, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9985, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.4756, loss: 2.4741, grad_norm: 8.1541 2021-07-07 02:47:57,943 - mmaction - INFO - Epoch [88][1800/3757] lr: 1.000e-03, eta: 2 days, 22:22:09, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0769, top1_acc: 0.6219, top5_acc: 0.8117, loss_cls: 1.6479, loss: 2.7248, grad_norm: 8.4244 2021-07-07 02:48:19,058 - mmaction - INFO - Epoch [88][1820/3757] lr: 1.000e-03, eta: 2 days, 22:21:47, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0207, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5096, loss: 2.5302, grad_norm: 8.0336 2021-07-07 02:48:40,165 - mmaction - INFO - Epoch [88][1840/3757] lr: 1.000e-03, eta: 2 days, 22:21:25, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0656, top1_acc: 0.6070, top5_acc: 0.8234, loss_cls: 1.6444, loss: 2.7100, grad_norm: 8.2141 2021-07-07 02:49:01,336 - mmaction - INFO - Epoch [88][1860/3757] lr: 1.000e-03, eta: 2 days, 22:21:03, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0486, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5596, loss: 2.6082, grad_norm: 8.1116 2021-07-07 02:49:22,732 - mmaction - INFO - Epoch [88][1880/3757] lr: 1.000e-03, eta: 2 days, 22:20:42, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6445, top5_acc: 0.8289, loss_cls: 1.4857, loss: 2.4802, grad_norm: 7.8725 2021-07-07 02:49:43,948 - mmaction - INFO - Epoch [88][1900/3757] lr: 1.000e-03, eta: 2 days, 22:20:20, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0738, top1_acc: 0.6188, top5_acc: 0.8195, loss_cls: 1.6118, loss: 2.6856, grad_norm: 8.4987 2021-07-07 02:50:04,960 - mmaction - INFO - Epoch [88][1920/3757] lr: 1.000e-03, eta: 2 days, 22:19:58, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0503, top1_acc: 0.6195, top5_acc: 0.8102, loss_cls: 1.6368, loss: 2.6872, grad_norm: 8.2771 2021-07-07 02:50:26,369 - mmaction - INFO - Epoch [88][1940/3757] lr: 1.000e-03, eta: 2 days, 22:19:36, time: 1.070, data_time: 0.019, memory: 6921, loss_aux: 1.0392, top1_acc: 0.6250, top5_acc: 0.8281, loss_cls: 1.5763, loss: 2.6155, grad_norm: 8.2772 2021-07-07 02:50:47,528 - mmaction - INFO - Epoch [88][1960/3757] lr: 1.000e-03, eta: 2 days, 22:19:14, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6203, top5_acc: 0.8344, loss_cls: 1.5637, loss: 2.6118, grad_norm: 8.2600 2021-07-07 02:51:09,154 - mmaction - INFO - Epoch [88][1980/3757] lr: 1.000e-03, eta: 2 days, 22:18:53, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.5181, loss: 2.5375, grad_norm: 7.9420 2021-07-07 02:51:30,399 - mmaction - INFO - Epoch [88][2000/3757] lr: 1.000e-03, eta: 2 days, 22:18:31, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0819, top1_acc: 0.6148, top5_acc: 0.8125, loss_cls: 1.6720, loss: 2.7539, grad_norm: 8.3769 2021-07-07 02:51:51,501 - mmaction - INFO - Epoch [88][2020/3757] lr: 1.000e-03, eta: 2 days, 22:18:09, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0650, top1_acc: 0.6445, top5_acc: 0.8258, loss_cls: 1.5664, loss: 2.6313, grad_norm: 8.3343 2021-07-07 02:52:12,701 - mmaction - INFO - Epoch [88][2040/3757] lr: 1.000e-03, eta: 2 days, 22:17:47, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0630, top1_acc: 0.6391, top5_acc: 0.8219, loss_cls: 1.5915, loss: 2.6545, grad_norm: 8.3703 2021-07-07 02:52:33,737 - mmaction - INFO - Epoch [88][2060/3757] lr: 1.000e-03, eta: 2 days, 22:17:25, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0754, top1_acc: 0.6180, top5_acc: 0.8109, loss_cls: 1.6392, loss: 2.7145, grad_norm: 8.4173 2021-07-07 02:52:55,081 - mmaction - INFO - Epoch [88][2080/3757] lr: 1.000e-03, eta: 2 days, 22:17:03, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.0233, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.5394, loss: 2.5627, grad_norm: 8.1801 2021-07-07 02:53:16,096 - mmaction - INFO - Epoch [88][2100/3757] lr: 1.000e-03, eta: 2 days, 22:16:42, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0390, top1_acc: 0.6219, top5_acc: 0.8195, loss_cls: 1.5916, loss: 2.6306, grad_norm: 8.2495 2021-07-07 02:53:37,373 - mmaction - INFO - Epoch [88][2120/3757] lr: 1.000e-03, eta: 2 days, 22:16:20, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0167, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5158, loss: 2.5325, grad_norm: 7.9656 2021-07-07 02:53:59,148 - mmaction - INFO - Epoch [88][2140/3757] lr: 1.000e-03, eta: 2 days, 22:15:58, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5330, loss: 2.5567, grad_norm: 8.2323 2021-07-07 02:54:20,291 - mmaction - INFO - Epoch [88][2160/3757] lr: 1.000e-03, eta: 2 days, 22:15:36, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9901, top1_acc: 0.6508, top5_acc: 0.8375, loss_cls: 1.4566, loss: 2.4467, grad_norm: 8.1013 2021-07-07 02:54:41,416 - mmaction - INFO - Epoch [88][2180/3757] lr: 1.000e-03, eta: 2 days, 22:15:15, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0327, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5537, loss: 2.5864, grad_norm: 8.4120 2021-07-07 02:55:02,965 - mmaction - INFO - Epoch [88][2200/3757] lr: 1.000e-03, eta: 2 days, 22:14:53, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.0748, top1_acc: 0.6297, top5_acc: 0.8086, loss_cls: 1.6231, loss: 2.6979, grad_norm: 8.3341 2021-07-07 02:55:24,277 - mmaction - INFO - Epoch [88][2220/3757] lr: 1.000e-03, eta: 2 days, 22:14:31, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0433, top1_acc: 0.6188, top5_acc: 0.8375, loss_cls: 1.5610, loss: 2.6043, grad_norm: 8.2944 2021-07-07 02:55:45,724 - mmaction - INFO - Epoch [88][2240/3757] lr: 1.000e-03, eta: 2 days, 22:14:10, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0340, top1_acc: 0.6148, top5_acc: 0.8234, loss_cls: 1.5822, loss: 2.6162, grad_norm: 8.1271 2021-07-07 02:56:06,912 - mmaction - INFO - Epoch [88][2260/3757] lr: 1.000e-03, eta: 2 days, 22:13:48, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0618, top1_acc: 0.6328, top5_acc: 0.8258, loss_cls: 1.5839, loss: 2.6458, grad_norm: 8.2284 2021-07-07 02:56:27,993 - mmaction - INFO - Epoch [88][2280/3757] lr: 1.000e-03, eta: 2 days, 22:13:26, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0952, top1_acc: 0.6023, top5_acc: 0.8070, loss_cls: 1.6876, loss: 2.7827, grad_norm: 8.5065 2021-07-07 02:56:49,748 - mmaction - INFO - Epoch [88][2300/3757] lr: 1.000e-03, eta: 2 days, 22:13:04, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.0495, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5675, loss: 2.6170, grad_norm: 8.0521 2021-07-07 02:57:10,892 - mmaction - INFO - Epoch [88][2320/3757] lr: 1.000e-03, eta: 2 days, 22:12:43, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6438, top5_acc: 0.8266, loss_cls: 1.5435, loss: 2.5677, grad_norm: 8.0286 2021-07-07 02:57:32,634 - mmaction - INFO - Epoch [88][2340/3757] lr: 1.000e-03, eta: 2 days, 22:12:21, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6367, top5_acc: 0.8328, loss_cls: 1.5833, loss: 2.6324, grad_norm: 8.3670 2021-07-07 02:57:53,685 - mmaction - INFO - Epoch [88][2360/3757] lr: 1.000e-03, eta: 2 days, 22:11:59, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0407, top1_acc: 0.6398, top5_acc: 0.8422, loss_cls: 1.5335, loss: 2.5742, grad_norm: 8.3367 2021-07-07 02:58:14,677 - mmaction - INFO - Epoch [88][2380/3757] lr: 1.000e-03, eta: 2 days, 22:11:37, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0610, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6173, loss: 2.6783, grad_norm: 8.1557 2021-07-07 02:58:36,241 - mmaction - INFO - Epoch [88][2400/3757] lr: 1.000e-03, eta: 2 days, 22:11:16, time: 1.079, data_time: 0.033, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6242, top5_acc: 0.8320, loss_cls: 1.5227, loss: 2.5384, grad_norm: 8.2546 2021-07-07 02:58:57,490 - mmaction - INFO - Epoch [88][2420/3757] lr: 1.000e-03, eta: 2 days, 22:10:54, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0284, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.5554, loss: 2.5839, grad_norm: 8.1306 2021-07-07 02:59:18,859 - mmaction - INFO - Epoch [88][2440/3757] lr: 1.000e-03, eta: 2 days, 22:10:32, time: 1.069, data_time: 0.031, memory: 6921, loss_aux: 1.0379, top1_acc: 0.6328, top5_acc: 0.8305, loss_cls: 1.5716, loss: 2.6095, grad_norm: 8.3103 2021-07-07 02:59:40,165 - mmaction - INFO - Epoch [88][2460/3757] lr: 1.000e-03, eta: 2 days, 22:10:10, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0740, top1_acc: 0.6203, top5_acc: 0.8180, loss_cls: 1.6455, loss: 2.7195, grad_norm: 8.2921 2021-07-07 03:00:01,196 - mmaction - INFO - Epoch [88][2480/3757] lr: 1.000e-03, eta: 2 days, 22:09:48, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.0416, top1_acc: 0.6258, top5_acc: 0.8430, loss_cls: 1.5692, loss: 2.6108, grad_norm: 8.6329 2021-07-07 03:00:22,367 - mmaction - INFO - Epoch [88][2500/3757] lr: 1.000e-03, eta: 2 days, 22:09:26, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0638, top1_acc: 0.5938, top5_acc: 0.8313, loss_cls: 1.6437, loss: 2.7075, grad_norm: 8.4186 2021-07-07 03:00:43,500 - mmaction - INFO - Epoch [88][2520/3757] lr: 1.000e-03, eta: 2 days, 22:09:05, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6289, top5_acc: 0.8242, loss_cls: 1.5252, loss: 2.5534, grad_norm: 8.2910 2021-07-07 03:01:04,617 - mmaction - INFO - Epoch [88][2540/3757] lr: 1.000e-03, eta: 2 days, 22:08:43, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0553, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5761, loss: 2.6313, grad_norm: 8.2773 2021-07-07 03:01:25,684 - mmaction - INFO - Epoch [88][2560/3757] lr: 1.000e-03, eta: 2 days, 22:08:21, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.1027, top1_acc: 0.6094, top5_acc: 0.8180, loss_cls: 1.6493, loss: 2.7519, grad_norm: 8.3644 2021-07-07 03:01:46,544 - mmaction - INFO - Epoch [88][2580/3757] lr: 1.000e-03, eta: 2 days, 22:07:59, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6344, top5_acc: 0.8211, loss_cls: 1.5574, loss: 2.5680, grad_norm: 8.2800 2021-07-07 03:02:07,729 - mmaction - INFO - Epoch [88][2600/3757] lr: 1.000e-03, eta: 2 days, 22:07:37, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0147, top1_acc: 0.6195, top5_acc: 0.8313, loss_cls: 1.5348, loss: 2.5495, grad_norm: 8.2102 2021-07-07 03:02:29,681 - mmaction - INFO - Epoch [88][2620/3757] lr: 1.000e-03, eta: 2 days, 22:07:16, time: 1.098, data_time: 0.051, memory: 6921, loss_aux: 1.0388, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.5521, loss: 2.5909, grad_norm: 7.9814 2021-07-07 03:02:50,836 - mmaction - INFO - Epoch [88][2640/3757] lr: 1.000e-03, eta: 2 days, 22:06:54, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0375, top1_acc: 0.6273, top5_acc: 0.8281, loss_cls: 1.5554, loss: 2.5929, grad_norm: 8.1611 2021-07-07 03:03:12,209 - mmaction - INFO - Epoch [88][2660/3757] lr: 1.000e-03, eta: 2 days, 22:06:32, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.0187, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.5692, loss: 2.5880, grad_norm: 8.2430 2021-07-07 03:03:33,339 - mmaction - INFO - Epoch [88][2680/3757] lr: 1.000e-03, eta: 2 days, 22:06:10, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0332, top1_acc: 0.6305, top5_acc: 0.8445, loss_cls: 1.5351, loss: 2.5683, grad_norm: 8.1201 2021-07-07 03:03:54,549 - mmaction - INFO - Epoch [88][2700/3757] lr: 1.000e-03, eta: 2 days, 22:05:48, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0529, top1_acc: 0.6344, top5_acc: 0.8133, loss_cls: 1.6136, loss: 2.6666, grad_norm: 8.3022 2021-07-07 03:04:15,631 - mmaction - INFO - Epoch [88][2720/3757] lr: 1.000e-03, eta: 2 days, 22:05:26, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0708, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6218, loss: 2.6926, grad_norm: 8.5304 2021-07-07 03:04:36,821 - mmaction - INFO - Epoch [88][2740/3757] lr: 1.000e-03, eta: 2 days, 22:05:05, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0683, top1_acc: 0.6117, top5_acc: 0.8125, loss_cls: 1.6030, loss: 2.6712, grad_norm: 8.2035 2021-07-07 03:04:58,547 - mmaction - INFO - Epoch [88][2760/3757] lr: 1.000e-03, eta: 2 days, 22:04:43, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5517, loss: 2.5874, grad_norm: 8.2170 2021-07-07 03:05:19,798 - mmaction - INFO - Epoch [88][2780/3757] lr: 1.000e-03, eta: 2 days, 22:04:21, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0413, top1_acc: 0.6234, top5_acc: 0.8141, loss_cls: 1.5882, loss: 2.6294, grad_norm: 8.0229 2021-07-07 03:05:41,312 - mmaction - INFO - Epoch [88][2800/3757] lr: 1.000e-03, eta: 2 days, 22:04:00, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.0517, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5758, loss: 2.6275, grad_norm: 8.2973 2021-07-07 03:06:03,063 - mmaction - INFO - Epoch [88][2820/3757] lr: 1.000e-03, eta: 2 days, 22:03:38, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0210, top1_acc: 0.6305, top5_acc: 0.8250, loss_cls: 1.5526, loss: 2.5736, grad_norm: 8.2577 2021-07-07 03:06:24,282 - mmaction - INFO - Epoch [88][2840/3757] lr: 1.000e-03, eta: 2 days, 22:03:16, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0477, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.6018, loss: 2.6494, grad_norm: 8.5538 2021-07-07 03:06:45,749 - mmaction - INFO - Epoch [88][2860/3757] lr: 1.000e-03, eta: 2 days, 22:02:55, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0288, top1_acc: 0.6406, top5_acc: 0.8289, loss_cls: 1.5087, loss: 2.5375, grad_norm: 8.1241 2021-07-07 03:07:06,789 - mmaction - INFO - Epoch [88][2880/3757] lr: 1.000e-03, eta: 2 days, 22:02:33, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.4858, loss: 2.4827, grad_norm: 8.2517 2021-07-07 03:07:27,855 - mmaction - INFO - Epoch [88][2900/3757] lr: 1.000e-03, eta: 2 days, 22:02:11, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.4880, loss: 2.4744, grad_norm: 7.9703 2021-07-07 03:07:49,435 - mmaction - INFO - Epoch [88][2920/3757] lr: 1.000e-03, eta: 2 days, 22:01:49, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.0104, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.5105, loss: 2.5209, grad_norm: 8.3194 2021-07-07 03:08:10,880 - mmaction - INFO - Epoch [88][2940/3757] lr: 1.000e-03, eta: 2 days, 22:01:28, time: 1.072, data_time: 0.020, memory: 6921, loss_aux: 1.0465, top1_acc: 0.6273, top5_acc: 0.8164, loss_cls: 1.5926, loss: 2.6392, grad_norm: 8.3912 2021-07-07 03:08:32,130 - mmaction - INFO - Epoch [88][2960/3757] lr: 1.000e-03, eta: 2 days, 22:01:06, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0333, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.5056, loss: 2.5389, grad_norm: 8.3526 2021-07-07 03:08:53,732 - mmaction - INFO - Epoch [88][2980/3757] lr: 1.000e-03, eta: 2 days, 22:00:44, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.0371, top1_acc: 0.6516, top5_acc: 0.8289, loss_cls: 1.5170, loss: 2.5542, grad_norm: 8.0752 2021-07-07 03:09:15,315 - mmaction - INFO - Epoch [88][3000/3757] lr: 1.000e-03, eta: 2 days, 22:00:23, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.0387, top1_acc: 0.6320, top5_acc: 0.8234, loss_cls: 1.5559, loss: 2.5946, grad_norm: 8.0578 2021-07-07 03:09:36,253 - mmaction - INFO - Epoch [88][3020/3757] lr: 1.000e-03, eta: 2 days, 22:00:01, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0198, top1_acc: 0.6180, top5_acc: 0.8094, loss_cls: 1.6256, loss: 2.6455, grad_norm: 8.0798 2021-07-07 03:09:57,385 - mmaction - INFO - Epoch [88][3040/3757] lr: 1.000e-03, eta: 2 days, 21:59:39, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0711, top1_acc: 0.6148, top5_acc: 0.8219, loss_cls: 1.6042, loss: 2.6754, grad_norm: 8.2545 2021-07-07 03:10:18,567 - mmaction - INFO - Epoch [88][3060/3757] lr: 1.000e-03, eta: 2 days, 21:59:17, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5438, loss: 2.5709, grad_norm: 8.1108 2021-07-07 03:10:39,745 - mmaction - INFO - Epoch [88][3080/3757] lr: 1.000e-03, eta: 2 days, 21:58:55, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0527, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.5213, loss: 2.5740, grad_norm: 8.2431 2021-07-07 03:11:00,778 - mmaction - INFO - Epoch [88][3100/3757] lr: 1.000e-03, eta: 2 days, 21:58:33, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0422, top1_acc: 0.6406, top5_acc: 0.8187, loss_cls: 1.5713, loss: 2.6135, grad_norm: 8.2344 2021-07-07 03:11:21,663 - mmaction - INFO - Epoch [88][3120/3757] lr: 1.000e-03, eta: 2 days, 21:58:11, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0329, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.5113, loss: 2.5442, grad_norm: 8.0964 2021-07-07 03:11:42,581 - mmaction - INFO - Epoch [88][3140/3757] lr: 1.000e-03, eta: 2 days, 21:57:49, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5092, loss: 2.5055, grad_norm: 8.1669 2021-07-07 03:12:03,798 - mmaction - INFO - Epoch [88][3160/3757] lr: 1.000e-03, eta: 2 days, 21:57:27, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0341, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.5788, loss: 2.6129, grad_norm: 8.3279 2021-07-07 03:12:25,213 - mmaction - INFO - Epoch [88][3180/3757] lr: 1.000e-03, eta: 2 days, 21:57:06, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.0651, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.6248, loss: 2.6899, grad_norm: 8.7344 2021-07-07 03:12:46,131 - mmaction - INFO - Epoch [88][3200/3757] lr: 1.000e-03, eta: 2 days, 21:56:44, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0261, top1_acc: 0.6195, top5_acc: 0.8234, loss_cls: 1.5577, loss: 2.5839, grad_norm: 8.1797 2021-07-07 03:13:07,609 - mmaction - INFO - Epoch [88][3220/3757] lr: 1.000e-03, eta: 2 days, 21:56:22, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0592, top1_acc: 0.6234, top5_acc: 0.8211, loss_cls: 1.5800, loss: 2.6392, grad_norm: 8.4473 2021-07-07 03:13:29,871 - mmaction - INFO - Epoch [88][3240/3757] lr: 1.000e-03, eta: 2 days, 21:56:01, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.0326, top1_acc: 0.6453, top5_acc: 0.8305, loss_cls: 1.5379, loss: 2.5706, grad_norm: 8.4147 2021-07-07 03:13:50,909 - mmaction - INFO - Epoch [88][3260/3757] lr: 1.000e-03, eta: 2 days, 21:55:39, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0025, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5159, loss: 2.5185, grad_norm: 7.9060 2021-07-07 03:14:12,285 - mmaction - INFO - Epoch [88][3280/3757] lr: 1.000e-03, eta: 2 days, 21:55:17, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0348, top1_acc: 0.6258, top5_acc: 0.8141, loss_cls: 1.5942, loss: 2.6290, grad_norm: 8.1483 2021-07-07 03:14:33,215 - mmaction - INFO - Epoch [88][3300/3757] lr: 1.000e-03, eta: 2 days, 21:54:55, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0514, top1_acc: 0.6227, top5_acc: 0.8094, loss_cls: 1.6068, loss: 2.6582, grad_norm: 8.3289 2021-07-07 03:14:54,869 - mmaction - INFO - Epoch [88][3320/3757] lr: 1.000e-03, eta: 2 days, 21:54:34, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 1.0229, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.5181, loss: 2.5410, grad_norm: 8.2652 2021-07-07 03:15:15,852 - mmaction - INFO - Epoch [88][3340/3757] lr: 1.000e-03, eta: 2 days, 21:54:12, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.0381, top1_acc: 0.6430, top5_acc: 0.8266, loss_cls: 1.5513, loss: 2.5895, grad_norm: 8.1968 2021-07-07 03:15:37,189 - mmaction - INFO - Epoch [88][3360/3757] lr: 1.000e-03, eta: 2 days, 21:53:50, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.0499, top1_acc: 0.6375, top5_acc: 0.8266, loss_cls: 1.5698, loss: 2.6197, grad_norm: 8.2678 2021-07-07 03:15:58,363 - mmaction - INFO - Epoch [88][3380/3757] lr: 1.000e-03, eta: 2 days, 21:53:28, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0403, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.5866, loss: 2.6269, grad_norm: 8.2305 2021-07-07 03:16:19,646 - mmaction - INFO - Epoch [88][3400/3757] lr: 1.000e-03, eta: 2 days, 21:53:06, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0301, top1_acc: 0.6258, top5_acc: 0.8172, loss_cls: 1.5839, loss: 2.6140, grad_norm: 8.4332 2021-07-07 03:16:40,804 - mmaction - INFO - Epoch [88][3420/3757] lr: 1.000e-03, eta: 2 days, 21:52:45, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6445, top5_acc: 0.8195, loss_cls: 1.5438, loss: 2.5680, grad_norm: 8.1053 2021-07-07 03:17:01,988 - mmaction - INFO - Epoch [88][3440/3757] lr: 1.000e-03, eta: 2 days, 21:52:23, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0040, top1_acc: 0.6469, top5_acc: 0.8305, loss_cls: 1.4986, loss: 2.5026, grad_norm: 7.9406 2021-07-07 03:17:23,209 - mmaction - INFO - Epoch [88][3460/3757] lr: 1.000e-03, eta: 2 days, 21:52:01, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0811, top1_acc: 0.5961, top5_acc: 0.8008, loss_cls: 1.6922, loss: 2.7733, grad_norm: 8.5311 2021-07-07 03:17:44,247 - mmaction - INFO - Epoch [88][3480/3757] lr: 1.000e-03, eta: 2 days, 21:51:39, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0483, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5621, loss: 2.6104, grad_norm: 8.2478 2021-07-07 03:18:05,575 - mmaction - INFO - Epoch [88][3500/3757] lr: 1.000e-03, eta: 2 days, 21:51:17, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6281, top5_acc: 0.8438, loss_cls: 1.5445, loss: 2.5802, grad_norm: 8.2334 2021-07-07 03:18:27,995 - mmaction - INFO - Epoch [88][3520/3757] lr: 1.000e-03, eta: 2 days, 21:50:56, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 1.0565, top1_acc: 0.6281, top5_acc: 0.8117, loss_cls: 1.5957, loss: 2.6522, grad_norm: 8.3117 2021-07-07 03:18:49,205 - mmaction - INFO - Epoch [88][3540/3757] lr: 1.000e-03, eta: 2 days, 21:50:34, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9897, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.4747, loss: 2.4644, grad_norm: 7.8560 2021-07-07 03:19:10,334 - mmaction - INFO - Epoch [88][3560/3757] lr: 1.000e-03, eta: 2 days, 21:50:13, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0332, top1_acc: 0.6336, top5_acc: 0.8211, loss_cls: 1.5485, loss: 2.5817, grad_norm: 8.1758 2021-07-07 03:19:31,362 - mmaction - INFO - Epoch [88][3580/3757] lr: 1.000e-03, eta: 2 days, 21:49:51, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0490, top1_acc: 0.6164, top5_acc: 0.8227, loss_cls: 1.5942, loss: 2.6432, grad_norm: 8.4700 2021-07-07 03:19:52,525 - mmaction - INFO - Epoch [88][3600/3757] lr: 1.000e-03, eta: 2 days, 21:49:29, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5235, loss: 2.5445, grad_norm: 8.1171 2021-07-07 03:20:13,555 - mmaction - INFO - Epoch [88][3620/3757] lr: 1.000e-03, eta: 2 days, 21:49:07, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0758, top1_acc: 0.6234, top5_acc: 0.8156, loss_cls: 1.6495, loss: 2.7253, grad_norm: 8.3598 2021-07-07 03:20:34,656 - mmaction - INFO - Epoch [88][3640/3757] lr: 1.000e-03, eta: 2 days, 21:48:45, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0807, top1_acc: 0.6172, top5_acc: 0.8078, loss_cls: 1.6659, loss: 2.7466, grad_norm: 8.5891 2021-07-07 03:20:55,976 - mmaction - INFO - Epoch [88][3660/3757] lr: 1.000e-03, eta: 2 days, 21:48:23, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0634, top1_acc: 0.6312, top5_acc: 0.8234, loss_cls: 1.5863, loss: 2.6497, grad_norm: 8.2379 2021-07-07 03:21:17,431 - mmaction - INFO - Epoch [88][3680/3757] lr: 1.000e-03, eta: 2 days, 21:48:02, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.0606, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.5993, loss: 2.6600, grad_norm: 8.3144 2021-07-07 03:21:38,966 - mmaction - INFO - Epoch [88][3700/3757] lr: 1.000e-03, eta: 2 days, 21:47:40, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.5146, loss: 2.5095, grad_norm: 8.2374 2021-07-07 03:22:00,178 - mmaction - INFO - Epoch [88][3720/3757] lr: 1.000e-03, eta: 2 days, 21:47:18, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0455, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5801, loss: 2.6256, grad_norm: 8.4440 2021-07-07 03:22:21,311 - mmaction - INFO - Epoch [88][3740/3757] lr: 1.000e-03, eta: 2 days, 21:46:56, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0121, top1_acc: 0.6484, top5_acc: 0.8258, loss_cls: 1.5089, loss: 2.5210, grad_norm: 8.1276 2021-07-07 03:22:39,488 - mmaction - INFO - Saving checkpoint at 88 epochs 2021-07-07 03:23:43,617 - mmaction - INFO - Epoch [89][20/3757] lr: 1.000e-03, eta: 2 days, 21:46:32, time: 3.125, data_time: 2.088, memory: 6921, loss_aux: 1.0610, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5824, loss: 2.6434, grad_norm: 8.2122 2021-07-07 03:24:04,968 - mmaction - INFO - Epoch [89][40/3757] lr: 1.000e-03, eta: 2 days, 21:46:11, time: 1.069, data_time: 0.025, memory: 6921, loss_aux: 1.0725, top1_acc: 0.6461, top5_acc: 0.8172, loss_cls: 1.5649, loss: 2.6373, grad_norm: 8.0208 2021-07-07 03:24:26,027 - mmaction - INFO - Epoch [89][60/3757] lr: 1.000e-03, eta: 2 days, 21:45:49, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0593, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.6071, loss: 2.6664, grad_norm: 8.5028 2021-07-07 03:24:47,079 - mmaction - INFO - Epoch [89][80/3757] lr: 1.000e-03, eta: 2 days, 21:45:27, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0578, top1_acc: 0.6508, top5_acc: 0.8180, loss_cls: 1.5758, loss: 2.6336, grad_norm: 8.2548 2021-07-07 03:25:08,530 - mmaction - INFO - Epoch [89][100/3757] lr: 1.000e-03, eta: 2 days, 21:45:05, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.0261, top1_acc: 0.6445, top5_acc: 0.8289, loss_cls: 1.5293, loss: 2.5554, grad_norm: 8.1651 2021-07-07 03:25:29,824 - mmaction - INFO - Epoch [89][120/3757] lr: 1.000e-03, eta: 2 days, 21:44:43, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0776, top1_acc: 0.6086, top5_acc: 0.8023, loss_cls: 1.6532, loss: 2.7307, grad_norm: 8.3726 2021-07-07 03:25:51,397 - mmaction - INFO - Epoch [89][140/3757] lr: 1.000e-03, eta: 2 days, 21:44:22, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.0489, top1_acc: 0.6500, top5_acc: 0.8320, loss_cls: 1.5034, loss: 2.5523, grad_norm: 8.0891 2021-07-07 03:26:12,948 - mmaction - INFO - Epoch [89][160/3757] lr: 1.000e-03, eta: 2 days, 21:44:00, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6320, top5_acc: 0.8258, loss_cls: 1.6188, loss: 2.6669, grad_norm: 8.4575 2021-07-07 03:26:34,180 - mmaction - INFO - Epoch [89][180/3757] lr: 1.000e-03, eta: 2 days, 21:43:38, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0583, top1_acc: 0.6258, top5_acc: 0.8117, loss_cls: 1.5866, loss: 2.6449, grad_norm: 8.3372 2021-07-07 03:26:55,296 - mmaction - INFO - Epoch [89][200/3757] lr: 1.000e-03, eta: 2 days, 21:43:16, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0669, top1_acc: 0.6273, top5_acc: 0.8086, loss_cls: 1.6215, loss: 2.6885, grad_norm: 8.3300 2021-07-07 03:27:16,621 - mmaction - INFO - Epoch [89][220/3757] lr: 1.000e-03, eta: 2 days, 21:42:55, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6516, top5_acc: 0.8227, loss_cls: 1.5142, loss: 2.5461, grad_norm: 8.4411 2021-07-07 03:27:37,835 - mmaction - INFO - Epoch [89][240/3757] lr: 1.000e-03, eta: 2 days, 21:42:33, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0567, top1_acc: 0.6328, top5_acc: 0.8141, loss_cls: 1.5894, loss: 2.6462, grad_norm: 8.3664 2021-07-07 03:27:58,925 - mmaction - INFO - Epoch [89][260/3757] lr: 1.000e-03, eta: 2 days, 21:42:11, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0547, top1_acc: 0.6195, top5_acc: 0.8148, loss_cls: 1.6211, loss: 2.6758, grad_norm: 8.3892 2021-07-07 03:28:20,040 - mmaction - INFO - Epoch [89][280/3757] lr: 1.000e-03, eta: 2 days, 21:41:49, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0298, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.5220, loss: 2.5518, grad_norm: 8.3216 2021-07-07 03:28:41,218 - mmaction - INFO - Epoch [89][300/3757] lr: 1.000e-03, eta: 2 days, 21:41:27, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6570, top5_acc: 0.8313, loss_cls: 1.4748, loss: 2.4722, grad_norm: 8.0716 2021-07-07 03:29:03,119 - mmaction - INFO - Epoch [89][320/3757] lr: 1.000e-03, eta: 2 days, 21:41:06, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.0657, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5772, loss: 2.6429, grad_norm: 8.3388 2021-07-07 03:29:24,126 - mmaction - INFO - Epoch [89][340/3757] lr: 1.000e-03, eta: 2 days, 21:40:44, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6609, top5_acc: 0.8352, loss_cls: 1.4657, loss: 2.4639, grad_norm: 8.2145 2021-07-07 03:29:45,389 - mmaction - INFO - Epoch [89][360/3757] lr: 1.000e-03, eta: 2 days, 21:40:22, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0887, top1_acc: 0.6195, top5_acc: 0.8102, loss_cls: 1.6424, loss: 2.7311, grad_norm: 8.4844 2021-07-07 03:30:06,425 - mmaction - INFO - Epoch [89][380/3757] lr: 1.000e-03, eta: 2 days, 21:40:00, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0249, top1_acc: 0.6227, top5_acc: 0.8227, loss_cls: 1.5567, loss: 2.5816, grad_norm: 8.3322 2021-07-07 03:30:27,714 - mmaction - INFO - Epoch [89][400/3757] lr: 1.000e-03, eta: 2 days, 21:39:38, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0623, top1_acc: 0.6234, top5_acc: 0.8148, loss_cls: 1.5771, loss: 2.6394, grad_norm: 8.2329 2021-07-07 03:30:48,980 - mmaction - INFO - Epoch [89][420/3757] lr: 1.000e-03, eta: 2 days, 21:39:17, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0200, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5339, loss: 2.5538, grad_norm: 8.3497 2021-07-07 03:31:11,176 - mmaction - INFO - Epoch [89][440/3757] lr: 1.000e-03, eta: 2 days, 21:38:56, time: 1.111, data_time: 0.008, memory: 6921, loss_aux: 1.0320, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.5478, loss: 2.5797, grad_norm: 8.2704 2021-07-07 03:31:32,335 - mmaction - INFO - Epoch [89][460/3757] lr: 1.000e-03, eta: 2 days, 21:38:34, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0598, top1_acc: 0.6273, top5_acc: 0.8250, loss_cls: 1.5685, loss: 2.6283, grad_norm: 8.2934 2021-07-07 03:31:53,650 - mmaction - INFO - Epoch [89][480/3757] lr: 1.000e-03, eta: 2 days, 21:38:12, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6633, top5_acc: 0.8336, loss_cls: 1.4480, loss: 2.4243, grad_norm: 8.0613 2021-07-07 03:32:16,201 - mmaction - INFO - Epoch [89][500/3757] lr: 1.000e-03, eta: 2 days, 21:37:51, time: 1.129, data_time: 0.006, memory: 6921, loss_aux: 1.0829, top1_acc: 0.6172, top5_acc: 0.8234, loss_cls: 1.5813, loss: 2.6642, grad_norm: 8.5010 2021-07-07 03:32:36,889 - mmaction - INFO - Epoch [89][520/3757] lr: 1.000e-03, eta: 2 days, 21:37:29, time: 1.034, data_time: 0.003, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.5331, loss: 2.5690, grad_norm: 8.4057 2021-07-07 03:32:57,898 - mmaction - INFO - Epoch [89][540/3757] lr: 1.000e-03, eta: 2 days, 21:37:07, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0640, top1_acc: 0.6266, top5_acc: 0.8203, loss_cls: 1.5958, loss: 2.6598, grad_norm: 8.3117 2021-07-07 03:33:18,894 - mmaction - INFO - Epoch [89][560/3757] lr: 1.000e-03, eta: 2 days, 21:36:45, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0607, top1_acc: 0.6273, top5_acc: 0.8148, loss_cls: 1.5934, loss: 2.6541, grad_norm: 8.2585 2021-07-07 03:33:41,223 - mmaction - INFO - Epoch [89][580/3757] lr: 1.000e-03, eta: 2 days, 21:36:24, time: 1.116, data_time: 0.001, memory: 6921, loss_aux: 1.0629, top1_acc: 0.6148, top5_acc: 0.8195, loss_cls: 1.6050, loss: 2.6680, grad_norm: 8.3786 2021-07-07 03:34:02,407 - mmaction - INFO - Epoch [89][600/3757] lr: 1.000e-03, eta: 2 days, 21:36:02, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0083, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.5054, loss: 2.5137, grad_norm: 8.1725 2021-07-07 03:34:23,818 - mmaction - INFO - Epoch [89][620/3757] lr: 1.000e-03, eta: 2 days, 21:35:40, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0368, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5849, loss: 2.6217, grad_norm: 8.5351 2021-07-07 03:34:45,051 - mmaction - INFO - Epoch [89][640/3757] lr: 1.000e-03, eta: 2 days, 21:35:19, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9791, top1_acc: 0.6461, top5_acc: 0.8281, loss_cls: 1.4837, loss: 2.4629, grad_norm: 7.9653 2021-07-07 03:35:06,134 - mmaction - INFO - Epoch [89][660/3757] lr: 1.000e-03, eta: 2 days, 21:34:57, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0565, top1_acc: 0.6180, top5_acc: 0.8250, loss_cls: 1.6111, loss: 2.6675, grad_norm: 8.2595 2021-07-07 03:35:27,338 - mmaction - INFO - Epoch [89][680/3757] lr: 1.000e-03, eta: 2 days, 21:34:35, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0308, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5905, loss: 2.6213, grad_norm: 8.1621 2021-07-07 03:35:48,611 - mmaction - INFO - Epoch [89][700/3757] lr: 1.000e-03, eta: 2 days, 21:34:13, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0286, top1_acc: 0.6320, top5_acc: 0.8211, loss_cls: 1.5282, loss: 2.5568, grad_norm: 8.3854 2021-07-07 03:36:09,693 - mmaction - INFO - Epoch [89][720/3757] lr: 1.000e-03, eta: 2 days, 21:33:51, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0749, top1_acc: 0.6188, top5_acc: 0.8047, loss_cls: 1.6655, loss: 2.7404, grad_norm: 8.5560 2021-07-07 03:36:31,253 - mmaction - INFO - Epoch [89][740/3757] lr: 1.000e-03, eta: 2 days, 21:33:29, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0610, top1_acc: 0.6070, top5_acc: 0.8133, loss_cls: 1.6337, loss: 2.6947, grad_norm: 8.4147 2021-07-07 03:36:52,623 - mmaction - INFO - Epoch [89][760/3757] lr: 1.000e-03, eta: 2 days, 21:33:08, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 0.9898, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4776, loss: 2.4674, grad_norm: 7.9098 2021-07-07 03:37:13,651 - mmaction - INFO - Epoch [89][780/3757] lr: 1.000e-03, eta: 2 days, 21:32:46, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9584, top1_acc: 0.6836, top5_acc: 0.8469, loss_cls: 1.3860, loss: 2.3444, grad_norm: 7.8963 2021-07-07 03:37:34,996 - mmaction - INFO - Epoch [89][800/3757] lr: 1.000e-03, eta: 2 days, 21:32:24, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9972, top1_acc: 0.6477, top5_acc: 0.8352, loss_cls: 1.4741, loss: 2.4713, grad_norm: 7.9399 2021-07-07 03:37:56,175 - mmaction - INFO - Epoch [89][820/3757] lr: 1.000e-03, eta: 2 days, 21:32:02, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5669, loss: 2.6189, grad_norm: 8.2911 2021-07-07 03:38:17,343 - mmaction - INFO - Epoch [89][840/3757] lr: 1.000e-03, eta: 2 days, 21:31:40, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0556, top1_acc: 0.6281, top5_acc: 0.8125, loss_cls: 1.5719, loss: 2.6275, grad_norm: 8.4050 2021-07-07 03:38:39,382 - mmaction - INFO - Epoch [89][860/3757] lr: 1.000e-03, eta: 2 days, 21:31:19, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.0556, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.5889, loss: 2.6445, grad_norm: 8.3280 2021-07-07 03:39:00,404 - mmaction - INFO - Epoch [89][880/3757] lr: 1.000e-03, eta: 2 days, 21:30:57, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0991, top1_acc: 0.6016, top5_acc: 0.7977, loss_cls: 1.6906, loss: 2.7898, grad_norm: 8.6045 2021-07-07 03:39:21,451 - mmaction - INFO - Epoch [89][900/3757] lr: 1.000e-03, eta: 2 days, 21:30:35, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0244, top1_acc: 0.6344, top5_acc: 0.8164, loss_cls: 1.5657, loss: 2.5901, grad_norm: 8.3193 2021-07-07 03:39:42,588 - mmaction - INFO - Epoch [89][920/3757] lr: 1.000e-03, eta: 2 days, 21:30:13, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0531, top1_acc: 0.6336, top5_acc: 0.8219, loss_cls: 1.5990, loss: 2.6522, grad_norm: 8.1457 2021-07-07 03:40:04,089 - mmaction - INFO - Epoch [89][940/3757] lr: 1.000e-03, eta: 2 days, 21:29:52, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.0067, top1_acc: 0.6320, top5_acc: 0.8453, loss_cls: 1.4939, loss: 2.5005, grad_norm: 8.2908 2021-07-07 03:40:25,167 - mmaction - INFO - Epoch [89][960/3757] lr: 1.000e-03, eta: 2 days, 21:29:30, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0501, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5808, loss: 2.6308, grad_norm: 8.5597 2021-07-07 03:40:46,352 - mmaction - INFO - Epoch [89][980/3757] lr: 1.000e-03, eta: 2 days, 21:29:08, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0496, top1_acc: 0.6188, top5_acc: 0.8203, loss_cls: 1.5893, loss: 2.6388, grad_norm: 8.4398 2021-07-07 03:41:07,834 - mmaction - INFO - Epoch [89][1000/3757] lr: 1.000e-03, eta: 2 days, 21:28:46, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.1144, top1_acc: 0.6258, top5_acc: 0.8102, loss_cls: 1.6728, loss: 2.7871, grad_norm: 8.5117 2021-07-07 03:41:29,025 - mmaction - INFO - Epoch [89][1020/3757] lr: 1.000e-03, eta: 2 days, 21:28:25, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0862, top1_acc: 0.6086, top5_acc: 0.8133, loss_cls: 1.6611, loss: 2.7473, grad_norm: 8.3631 2021-07-07 03:41:50,276 - mmaction - INFO - Epoch [89][1040/3757] lr: 1.000e-03, eta: 2 days, 21:28:03, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0403, top1_acc: 0.6266, top5_acc: 0.8328, loss_cls: 1.5625, loss: 2.6028, grad_norm: 8.2968 2021-07-07 03:42:11,759 - mmaction - INFO - Epoch [89][1060/3757] lr: 1.000e-03, eta: 2 days, 21:27:41, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0320, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.5263, loss: 2.5583, grad_norm: 8.2148 2021-07-07 03:42:33,460 - mmaction - INFO - Epoch [89][1080/3757] lr: 1.000e-03, eta: 2 days, 21:27:20, time: 1.084, data_time: 0.006, memory: 6921, loss_aux: 1.0679, top1_acc: 0.6250, top5_acc: 0.8211, loss_cls: 1.5860, loss: 2.6539, grad_norm: 8.1995 2021-07-07 03:42:54,709 - mmaction - INFO - Epoch [89][1100/3757] lr: 1.000e-03, eta: 2 days, 21:26:58, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0688, top1_acc: 0.6188, top5_acc: 0.8078, loss_cls: 1.6450, loss: 2.7138, grad_norm: 8.4456 2021-07-07 03:43:15,889 - mmaction - INFO - Epoch [89][1120/3757] lr: 1.000e-03, eta: 2 days, 21:26:36, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0347, top1_acc: 0.6352, top5_acc: 0.8148, loss_cls: 1.5502, loss: 2.5849, grad_norm: 8.4119 2021-07-07 03:43:36,844 - mmaction - INFO - Epoch [89][1140/3757] lr: 1.000e-03, eta: 2 days, 21:26:14, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.1001, top1_acc: 0.6117, top5_acc: 0.8055, loss_cls: 1.6915, loss: 2.7916, grad_norm: 8.4688 2021-07-07 03:43:57,968 - mmaction - INFO - Epoch [89][1160/3757] lr: 1.000e-03, eta: 2 days, 21:25:52, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6469, top5_acc: 0.8148, loss_cls: 1.5504, loss: 2.5803, grad_norm: 8.2949 2021-07-07 03:44:19,821 - mmaction - INFO - Epoch [89][1180/3757] lr: 1.000e-03, eta: 2 days, 21:25:31, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.0259, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5376, loss: 2.5635, grad_norm: 8.1462 2021-07-07 03:44:40,832 - mmaction - INFO - Epoch [89][1200/3757] lr: 1.000e-03, eta: 2 days, 21:25:09, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5427, loss: 2.5730, grad_norm: 8.2807 2021-07-07 03:45:01,878 - mmaction - INFO - Epoch [89][1220/3757] lr: 1.000e-03, eta: 2 days, 21:24:47, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6453, top5_acc: 0.8195, loss_cls: 1.5446, loss: 2.5716, grad_norm: 8.1149 2021-07-07 03:45:22,836 - mmaction - INFO - Epoch [89][1240/3757] lr: 1.000e-03, eta: 2 days, 21:24:25, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0234, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5093, loss: 2.5327, grad_norm: 8.3033 2021-07-07 03:45:43,831 - mmaction - INFO - Epoch [89][1260/3757] lr: 1.000e-03, eta: 2 days, 21:24:03, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0628, top1_acc: 0.6352, top5_acc: 0.8219, loss_cls: 1.6125, loss: 2.6752, grad_norm: 8.5006 2021-07-07 03:46:06,152 - mmaction - INFO - Epoch [89][1280/3757] lr: 1.000e-03, eta: 2 days, 21:23:42, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.0791, top1_acc: 0.6320, top5_acc: 0.8172, loss_cls: 1.6368, loss: 2.7159, grad_norm: 8.5430 2021-07-07 03:46:27,141 - mmaction - INFO - Epoch [89][1300/3757] lr: 1.000e-03, eta: 2 days, 21:23:20, time: 1.052, data_time: 0.007, memory: 6921, loss_aux: 1.0505, top1_acc: 0.6211, top5_acc: 0.8211, loss_cls: 1.5954, loss: 2.6460, grad_norm: 8.4037 2021-07-07 03:46:48,271 - mmaction - INFO - Epoch [89][1320/3757] lr: 1.000e-03, eta: 2 days, 21:22:58, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5597, loss: 2.6088, grad_norm: 8.4608 2021-07-07 03:47:09,428 - mmaction - INFO - Epoch [89][1340/3757] lr: 1.000e-03, eta: 2 days, 21:22:36, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0301, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.5627, loss: 2.5928, grad_norm: 8.1297 2021-07-07 03:47:30,500 - mmaction - INFO - Epoch [89][1360/3757] lr: 1.000e-03, eta: 2 days, 21:22:14, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9669, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4366, loss: 2.4035, grad_norm: 7.9781 2021-07-07 03:47:51,684 - mmaction - INFO - Epoch [89][1380/3757] lr: 1.000e-03, eta: 2 days, 21:21:52, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0328, top1_acc: 0.6336, top5_acc: 0.8203, loss_cls: 1.5692, loss: 2.6021, grad_norm: 8.4587 2021-07-07 03:48:12,728 - mmaction - INFO - Epoch [89][1400/3757] lr: 1.000e-03, eta: 2 days, 21:21:31, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0609, top1_acc: 0.6352, top5_acc: 0.8203, loss_cls: 1.5705, loss: 2.6314, grad_norm: 8.3866 2021-07-07 03:48:33,926 - mmaction - INFO - Epoch [89][1420/3757] lr: 1.000e-03, eta: 2 days, 21:21:09, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0260, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.5110, loss: 2.5370, grad_norm: 8.3601 2021-07-07 03:48:55,165 - mmaction - INFO - Epoch [89][1440/3757] lr: 1.000e-03, eta: 2 days, 21:20:47, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0153, top1_acc: 0.6219, top5_acc: 0.8320, loss_cls: 1.5604, loss: 2.5757, grad_norm: 8.2520 2021-07-07 03:49:16,714 - mmaction - INFO - Epoch [89][1460/3757] lr: 1.000e-03, eta: 2 days, 21:20:25, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 1.0386, top1_acc: 0.6211, top5_acc: 0.8211, loss_cls: 1.5790, loss: 2.6176, grad_norm: 8.4975 2021-07-07 03:49:37,898 - mmaction - INFO - Epoch [89][1480/3757] lr: 1.000e-03, eta: 2 days, 21:20:04, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0107, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.4965, loss: 2.5071, grad_norm: 7.9553 2021-07-07 03:49:59,044 - mmaction - INFO - Epoch [89][1500/3757] lr: 1.000e-03, eta: 2 days, 21:19:42, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0647, top1_acc: 0.6320, top5_acc: 0.8195, loss_cls: 1.5591, loss: 2.6239, grad_norm: 8.3075 2021-07-07 03:50:20,423 - mmaction - INFO - Epoch [89][1520/3757] lr: 1.000e-03, eta: 2 days, 21:19:20, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0550, top1_acc: 0.6281, top5_acc: 0.8102, loss_cls: 1.5902, loss: 2.6452, grad_norm: 8.3408 2021-07-07 03:50:41,532 - mmaction - INFO - Epoch [89][1540/3757] lr: 1.000e-03, eta: 2 days, 21:18:58, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0507, top1_acc: 0.6289, top5_acc: 0.8227, loss_cls: 1.6102, loss: 2.6609, grad_norm: 8.3592 2021-07-07 03:51:02,597 - mmaction - INFO - Epoch [89][1560/3757] lr: 1.000e-03, eta: 2 days, 21:18:36, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0376, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.5783, loss: 2.6160, grad_norm: 8.4483 2021-07-07 03:51:24,009 - mmaction - INFO - Epoch [89][1580/3757] lr: 1.000e-03, eta: 2 days, 21:18:14, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0612, top1_acc: 0.6250, top5_acc: 0.8289, loss_cls: 1.5724, loss: 2.6335, grad_norm: 8.4177 2021-07-07 03:51:45,647 - mmaction - INFO - Epoch [89][1600/3757] lr: 1.000e-03, eta: 2 days, 21:17:53, time: 1.083, data_time: 0.006, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6320, top5_acc: 0.8203, loss_cls: 1.5704, loss: 2.5946, grad_norm: 8.2941 2021-07-07 03:52:06,772 - mmaction - INFO - Epoch [89][1620/3757] lr: 1.000e-03, eta: 2 days, 21:17:31, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0685, top1_acc: 0.6258, top5_acc: 0.8164, loss_cls: 1.6102, loss: 2.6787, grad_norm: 8.4967 2021-07-07 03:52:27,882 - mmaction - INFO - Epoch [89][1640/3757] lr: 1.000e-03, eta: 2 days, 21:17:09, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6477, top5_acc: 0.8461, loss_cls: 1.4468, loss: 2.4224, grad_norm: 8.2745 2021-07-07 03:52:49,237 - mmaction - INFO - Epoch [89][1660/3757] lr: 1.000e-03, eta: 2 days, 21:16:47, time: 1.066, data_time: 0.013, memory: 6921, loss_aux: 1.0462, top1_acc: 0.6523, top5_acc: 0.8250, loss_cls: 1.5438, loss: 2.5899, grad_norm: 8.3102 2021-07-07 03:53:10,357 - mmaction - INFO - Epoch [89][1680/3757] lr: 1.000e-03, eta: 2 days, 21:16:26, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5255, loss: 2.5558, grad_norm: 8.2177 2021-07-07 03:53:31,276 - mmaction - INFO - Epoch [89][1700/3757] lr: 1.000e-03, eta: 2 days, 21:16:04, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0367, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5397, loss: 2.5765, grad_norm: 8.2998 2021-07-07 03:53:52,558 - mmaction - INFO - Epoch [89][1720/3757] lr: 1.000e-03, eta: 2 days, 21:15:42, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0767, top1_acc: 0.6094, top5_acc: 0.8148, loss_cls: 1.6400, loss: 2.7167, grad_norm: 8.4566 2021-07-07 03:54:13,776 - mmaction - INFO - Epoch [89][1740/3757] lr: 1.000e-03, eta: 2 days, 21:15:20, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0506, top1_acc: 0.6195, top5_acc: 0.8250, loss_cls: 1.6089, loss: 2.6595, grad_norm: 8.3173 2021-07-07 03:54:34,945 - mmaction - INFO - Epoch [89][1760/3757] lr: 1.000e-03, eta: 2 days, 21:14:58, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0287, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.5077, loss: 2.5364, grad_norm: 7.9847 2021-07-07 03:54:56,760 - mmaction - INFO - Epoch [89][1780/3757] lr: 1.000e-03, eta: 2 days, 21:14:37, time: 1.091, data_time: 0.050, memory: 6921, loss_aux: 1.0402, top1_acc: 0.6312, top5_acc: 0.8234, loss_cls: 1.5688, loss: 2.6090, grad_norm: 8.2914 2021-07-07 03:55:17,525 - mmaction - INFO - Epoch [89][1800/3757] lr: 1.000e-03, eta: 2 days, 21:14:15, time: 1.037, data_time: 0.004, memory: 6921, loss_aux: 1.0843, top1_acc: 0.6141, top5_acc: 0.8016, loss_cls: 1.6680, loss: 2.7523, grad_norm: 8.4873 2021-07-07 03:55:38,712 - mmaction - INFO - Epoch [89][1820/3757] lr: 1.000e-03, eta: 2 days, 21:13:53, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0216, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.5318, loss: 2.5534, grad_norm: 8.2074 2021-07-07 03:55:59,793 - mmaction - INFO - Epoch [89][1840/3757] lr: 1.000e-03, eta: 2 days, 21:13:31, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9952, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.4922, loss: 2.4874, grad_norm: 8.0634 2021-07-07 03:56:20,840 - mmaction - INFO - Epoch [89][1860/3757] lr: 1.000e-03, eta: 2 days, 21:13:09, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0253, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5605, loss: 2.5857, grad_norm: 8.2757 2021-07-07 03:56:42,040 - mmaction - INFO - Epoch [89][1880/3757] lr: 1.000e-03, eta: 2 days, 21:12:47, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0723, top1_acc: 0.6086, top5_acc: 0.8219, loss_cls: 1.6088, loss: 2.6811, grad_norm: 8.3679 2021-07-07 03:57:03,122 - mmaction - INFO - Epoch [89][1900/3757] lr: 1.000e-03, eta: 2 days, 21:12:25, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0358, top1_acc: 0.6344, top5_acc: 0.8320, loss_cls: 1.5372, loss: 2.5730, grad_norm: 8.1667 2021-07-07 03:57:24,175 - mmaction - INFO - Epoch [89][1920/3757] lr: 1.000e-03, eta: 2 days, 21:12:03, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0709, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5990, loss: 2.6700, grad_norm: 8.3844 2021-07-07 03:57:45,281 - mmaction - INFO - Epoch [89][1940/3757] lr: 1.000e-03, eta: 2 days, 21:11:41, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0463, top1_acc: 0.6438, top5_acc: 0.8187, loss_cls: 1.5769, loss: 2.6232, grad_norm: 8.4264 2021-07-07 03:58:06,576 - mmaction - INFO - Epoch [89][1960/3757] lr: 1.000e-03, eta: 2 days, 21:11:20, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0172, top1_acc: 0.6406, top5_acc: 0.8141, loss_cls: 1.5651, loss: 2.5823, grad_norm: 8.4674 2021-07-07 03:58:27,653 - mmaction - INFO - Epoch [89][1980/3757] lr: 1.000e-03, eta: 2 days, 21:10:58, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0461, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5566, loss: 2.6026, grad_norm: 8.4250 2021-07-07 03:58:48,924 - mmaction - INFO - Epoch [89][2000/3757] lr: 1.000e-03, eta: 2 days, 21:10:36, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.5003, loss: 2.5117, grad_norm: 8.2376 2021-07-07 03:59:10,040 - mmaction - INFO - Epoch [89][2020/3757] lr: 1.000e-03, eta: 2 days, 21:10:14, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9972, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.4741, loss: 2.4713, grad_norm: 8.3701 2021-07-07 03:59:31,105 - mmaction - INFO - Epoch [89][2040/3757] lr: 1.000e-03, eta: 2 days, 21:09:52, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5328, loss: 2.5621, grad_norm: 8.0095 2021-07-07 03:59:53,673 - mmaction - INFO - Epoch [89][2060/3757] lr: 1.000e-03, eta: 2 days, 21:09:31, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 1.0509, top1_acc: 0.6031, top5_acc: 0.8125, loss_cls: 1.6474, loss: 2.6984, grad_norm: 8.2796 2021-07-07 04:00:14,566 - mmaction - INFO - Epoch [89][2080/3757] lr: 1.000e-03, eta: 2 days, 21:09:09, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0060, top1_acc: 0.6305, top5_acc: 0.8367, loss_cls: 1.5617, loss: 2.5677, grad_norm: 8.1646 2021-07-07 04:00:36,425 - mmaction - INFO - Epoch [89][2100/3757] lr: 1.000e-03, eta: 2 days, 21:08:48, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.0428, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.5688, loss: 2.6116, grad_norm: 8.5481 2021-07-07 04:00:57,505 - mmaction - INFO - Epoch [89][2120/3757] lr: 1.000e-03, eta: 2 days, 21:08:26, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0501, top1_acc: 0.6234, top5_acc: 0.8203, loss_cls: 1.6124, loss: 2.6625, grad_norm: 8.4007 2021-07-07 04:01:18,627 - mmaction - INFO - Epoch [89][2140/3757] lr: 1.000e-03, eta: 2 days, 21:08:04, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0282, top1_acc: 0.6438, top5_acc: 0.8273, loss_cls: 1.5144, loss: 2.5426, grad_norm: 8.2006 2021-07-07 04:01:39,861 - mmaction - INFO - Epoch [89][2160/3757] lr: 1.000e-03, eta: 2 days, 21:07:42, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6258, top5_acc: 0.8289, loss_cls: 1.5654, loss: 2.6013, grad_norm: 8.1657 2021-07-07 04:02:01,162 - mmaction - INFO - Epoch [89][2180/3757] lr: 1.000e-03, eta: 2 days, 21:07:21, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9854, top1_acc: 0.6594, top5_acc: 0.8289, loss_cls: 1.4678, loss: 2.4531, grad_norm: 8.1820 2021-07-07 04:02:22,399 - mmaction - INFO - Epoch [89][2200/3757] lr: 1.000e-03, eta: 2 days, 21:06:59, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0338, top1_acc: 0.6328, top5_acc: 0.8305, loss_cls: 1.5201, loss: 2.5539, grad_norm: 8.1748 2021-07-07 04:02:43,712 - mmaction - INFO - Epoch [89][2220/3757] lr: 1.000e-03, eta: 2 days, 21:06:37, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9944, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4854, loss: 2.4798, grad_norm: 8.1434 2021-07-07 04:03:04,732 - mmaction - INFO - Epoch [89][2240/3757] lr: 1.000e-03, eta: 2 days, 21:06:15, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0859, top1_acc: 0.6242, top5_acc: 0.8070, loss_cls: 1.6714, loss: 2.7573, grad_norm: 8.3435 2021-07-07 04:03:25,875 - mmaction - INFO - Epoch [89][2260/3757] lr: 1.000e-03, eta: 2 days, 21:05:53, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6297, top5_acc: 0.8180, loss_cls: 1.5804, loss: 2.6069, grad_norm: 8.2186 2021-07-07 04:03:47,105 - mmaction - INFO - Epoch [89][2280/3757] lr: 1.000e-03, eta: 2 days, 21:05:31, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0568, top1_acc: 0.6383, top5_acc: 0.8234, loss_cls: 1.5759, loss: 2.6327, grad_norm: 8.2006 2021-07-07 04:04:08,478 - mmaction - INFO - Epoch [89][2300/3757] lr: 1.000e-03, eta: 2 days, 21:05:10, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9731, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4481, loss: 2.4211, grad_norm: 7.9792 2021-07-07 04:04:29,518 - mmaction - INFO - Epoch [89][2320/3757] lr: 1.000e-03, eta: 2 days, 21:04:48, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0603, top1_acc: 0.6203, top5_acc: 0.8070, loss_cls: 1.6400, loss: 2.7003, grad_norm: 8.5321 2021-07-07 04:04:51,007 - mmaction - INFO - Epoch [89][2340/3757] lr: 1.000e-03, eta: 2 days, 21:04:26, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6250, top5_acc: 0.8094, loss_cls: 1.6036, loss: 2.6500, grad_norm: 8.4332 2021-07-07 04:05:12,199 - mmaction - INFO - Epoch [89][2360/3757] lr: 1.000e-03, eta: 2 days, 21:04:04, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0574, top1_acc: 0.6203, top5_acc: 0.8234, loss_cls: 1.5790, loss: 2.6363, grad_norm: 8.2503 2021-07-07 04:05:33,426 - mmaction - INFO - Epoch [89][2380/3757] lr: 1.000e-03, eta: 2 days, 21:03:42, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0754, top1_acc: 0.6133, top5_acc: 0.8156, loss_cls: 1.6459, loss: 2.7214, grad_norm: 8.5082 2021-07-07 04:05:54,450 - mmaction - INFO - Epoch [89][2400/3757] lr: 1.000e-03, eta: 2 days, 21:03:21, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6320, top5_acc: 0.8227, loss_cls: 1.5459, loss: 2.5468, grad_norm: 8.3284 2021-07-07 04:06:15,742 - mmaction - INFO - Epoch [89][2420/3757] lr: 1.000e-03, eta: 2 days, 21:02:59, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0474, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.5622, loss: 2.6096, grad_norm: 8.2749 2021-07-07 04:06:36,661 - mmaction - INFO - Epoch [89][2440/3757] lr: 1.000e-03, eta: 2 days, 21:02:37, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0451, top1_acc: 0.6391, top5_acc: 0.8117, loss_cls: 1.5701, loss: 2.6152, grad_norm: 8.1719 2021-07-07 04:06:57,748 - mmaction - INFO - Epoch [89][2460/3757] lr: 1.000e-03, eta: 2 days, 21:02:15, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0461, top1_acc: 0.6406, top5_acc: 0.8266, loss_cls: 1.6015, loss: 2.6476, grad_norm: 8.2733 2021-07-07 04:07:18,988 - mmaction - INFO - Epoch [89][2480/3757] lr: 1.000e-03, eta: 2 days, 21:01:53, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.1007, top1_acc: 0.6242, top5_acc: 0.8156, loss_cls: 1.6295, loss: 2.7302, grad_norm: 8.4385 2021-07-07 04:07:39,976 - mmaction - INFO - Epoch [89][2500/3757] lr: 1.000e-03, eta: 2 days, 21:01:31, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0601, top1_acc: 0.6156, top5_acc: 0.8039, loss_cls: 1.6777, loss: 2.7378, grad_norm: 8.2290 2021-07-07 04:08:01,277 - mmaction - INFO - Epoch [89][2520/3757] lr: 1.000e-03, eta: 2 days, 21:01:09, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6328, top5_acc: 0.8320, loss_cls: 1.5128, loss: 2.5384, grad_norm: 8.1492 2021-07-07 04:08:22,545 - mmaction - INFO - Epoch [89][2540/3757] lr: 1.000e-03, eta: 2 days, 21:00:48, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0304, top1_acc: 0.6250, top5_acc: 0.8289, loss_cls: 1.5554, loss: 2.5858, grad_norm: 8.3107 2021-07-07 04:08:43,924 - mmaction - INFO - Epoch [89][2560/3757] lr: 1.000e-03, eta: 2 days, 21:00:26, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0616, top1_acc: 0.6156, top5_acc: 0.8250, loss_cls: 1.5825, loss: 2.6441, grad_norm: 8.3117 2021-07-07 04:09:04,910 - mmaction - INFO - Epoch [89][2580/3757] lr: 1.000e-03, eta: 2 days, 21:00:04, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4142, loss: 2.3814, grad_norm: 8.1820 2021-07-07 04:09:25,866 - mmaction - INFO - Epoch [89][2600/3757] lr: 1.000e-03, eta: 2 days, 20:59:42, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0488, top1_acc: 0.6203, top5_acc: 0.8406, loss_cls: 1.6024, loss: 2.6512, grad_norm: 8.6440 2021-07-07 04:09:47,055 - mmaction - INFO - Epoch [89][2620/3757] lr: 1.000e-03, eta: 2 days, 20:59:20, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0401, top1_acc: 0.6273, top5_acc: 0.8187, loss_cls: 1.5979, loss: 2.6381, grad_norm: 8.3835 2021-07-07 04:10:08,224 - mmaction - INFO - Epoch [89][2640/3757] lr: 1.000e-03, eta: 2 days, 20:58:58, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.1052, top1_acc: 0.6055, top5_acc: 0.8187, loss_cls: 1.6225, loss: 2.7277, grad_norm: 8.4571 2021-07-07 04:10:29,643 - mmaction - INFO - Epoch [89][2660/3757] lr: 1.000e-03, eta: 2 days, 20:58:37, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6336, top5_acc: 0.8242, loss_cls: 1.5139, loss: 2.5321, grad_norm: 8.0342 2021-07-07 04:10:51,272 - mmaction - INFO - Epoch [89][2680/3757] lr: 1.000e-03, eta: 2 days, 20:58:15, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.0710, top1_acc: 0.6227, top5_acc: 0.8211, loss_cls: 1.6188, loss: 2.6898, grad_norm: 8.4121 2021-07-07 04:11:12,965 - mmaction - INFO - Epoch [89][2700/3757] lr: 1.000e-03, eta: 2 days, 20:57:54, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.0665, top1_acc: 0.6203, top5_acc: 0.8156, loss_cls: 1.6254, loss: 2.6918, grad_norm: 8.3879 2021-07-07 04:11:33,991 - mmaction - INFO - Epoch [89][2720/3757] lr: 1.000e-03, eta: 2 days, 20:57:32, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0585, top1_acc: 0.6188, top5_acc: 0.8148, loss_cls: 1.5959, loss: 2.6544, grad_norm: 8.4739 2021-07-07 04:11:55,182 - mmaction - INFO - Epoch [89][2740/3757] lr: 1.000e-03, eta: 2 days, 20:57:10, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.0393, top1_acc: 0.6336, top5_acc: 0.8156, loss_cls: 1.5867, loss: 2.6260, grad_norm: 8.3288 2021-07-07 04:12:16,361 - mmaction - INFO - Epoch [89][2760/3757] lr: 1.000e-03, eta: 2 days, 20:56:48, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0118, top1_acc: 0.6547, top5_acc: 0.8273, loss_cls: 1.5284, loss: 2.5402, grad_norm: 8.0140 2021-07-07 04:12:37,432 - mmaction - INFO - Epoch [89][2780/3757] lr: 1.000e-03, eta: 2 days, 20:56:26, time: 1.055, data_time: 0.008, memory: 6921, loss_aux: 1.0575, top1_acc: 0.6188, top5_acc: 0.8109, loss_cls: 1.6325, loss: 2.6900, grad_norm: 8.3121 2021-07-07 04:12:58,687 - mmaction - INFO - Epoch [89][2800/3757] lr: 1.000e-03, eta: 2 days, 20:56:04, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0959, top1_acc: 0.6164, top5_acc: 0.8172, loss_cls: 1.6252, loss: 2.7212, grad_norm: 8.4048 2021-07-07 04:13:20,154 - mmaction - INFO - Epoch [89][2820/3757] lr: 1.000e-03, eta: 2 days, 20:55:43, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0210, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.5301, loss: 2.5511, grad_norm: 8.1035 2021-07-07 04:13:41,696 - mmaction - INFO - Epoch [89][2840/3757] lr: 1.000e-03, eta: 2 days, 20:55:21, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0125, top1_acc: 0.6367, top5_acc: 0.8227, loss_cls: 1.5226, loss: 2.5352, grad_norm: 8.2819 2021-07-07 04:14:03,790 - mmaction - INFO - Epoch [89][2860/3757] lr: 1.000e-03, eta: 2 days, 20:55:00, time: 1.104, data_time: 0.001, memory: 6921, loss_aux: 1.0150, top1_acc: 0.6516, top5_acc: 0.8320, loss_cls: 1.5127, loss: 2.5277, grad_norm: 8.2265 2021-07-07 04:14:24,784 - mmaction - INFO - Epoch [89][2880/3757] lr: 1.000e-03, eta: 2 days, 20:54:38, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0692, top1_acc: 0.6125, top5_acc: 0.8164, loss_cls: 1.6298, loss: 2.6990, grad_norm: 8.2990 2021-07-07 04:14:45,886 - mmaction - INFO - Epoch [89][2900/3757] lr: 1.000e-03, eta: 2 days, 20:54:16, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0648, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.5859, loss: 2.6507, grad_norm: 8.4278 2021-07-07 04:15:07,213 - mmaction - INFO - Epoch [89][2920/3757] lr: 1.000e-03, eta: 2 days, 20:53:54, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6312, top5_acc: 0.8398, loss_cls: 1.5166, loss: 2.5269, grad_norm: 8.1870 2021-07-07 04:15:28,449 - mmaction - INFO - Epoch [89][2940/3757] lr: 1.000e-03, eta: 2 days, 20:53:32, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0211, top1_acc: 0.6359, top5_acc: 0.8234, loss_cls: 1.5341, loss: 2.5552, grad_norm: 8.2459 2021-07-07 04:15:49,508 - mmaction - INFO - Epoch [89][2960/3757] lr: 1.000e-03, eta: 2 days, 20:53:11, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0501, top1_acc: 0.6383, top5_acc: 0.8172, loss_cls: 1.5328, loss: 2.5829, grad_norm: 8.3643 2021-07-07 04:16:10,821 - mmaction - INFO - Epoch [89][2980/3757] lr: 1.000e-03, eta: 2 days, 20:52:49, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0684, top1_acc: 0.6156, top5_acc: 0.8219, loss_cls: 1.5945, loss: 2.6629, grad_norm: 8.5482 2021-07-07 04:16:31,928 - mmaction - INFO - Epoch [89][3000/3757] lr: 1.000e-03, eta: 2 days, 20:52:27, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.4838, loss: 2.4937, grad_norm: 8.3494 2021-07-07 04:16:53,102 - mmaction - INFO - Epoch [89][3020/3757] lr: 1.000e-03, eta: 2 days, 20:52:05, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6461, top5_acc: 0.8273, loss_cls: 1.5206, loss: 2.5524, grad_norm: 8.1507 2021-07-07 04:17:15,230 - mmaction - INFO - Epoch [89][3040/3757] lr: 1.000e-03, eta: 2 days, 20:51:44, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.0510, top1_acc: 0.6156, top5_acc: 0.8273, loss_cls: 1.5929, loss: 2.6440, grad_norm: 8.6347 2021-07-07 04:17:36,330 - mmaction - INFO - Epoch [89][3060/3757] lr: 1.000e-03, eta: 2 days, 20:51:22, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0684, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.5549, loss: 2.6233, grad_norm: 8.4147 2021-07-07 04:17:57,357 - mmaction - INFO - Epoch [89][3080/3757] lr: 1.000e-03, eta: 2 days, 20:51:00, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0652, top1_acc: 0.6383, top5_acc: 0.8187, loss_cls: 1.6054, loss: 2.6706, grad_norm: 8.3474 2021-07-07 04:18:18,659 - mmaction - INFO - Epoch [89][3100/3757] lr: 1.000e-03, eta: 2 days, 20:50:38, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9998, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4874, loss: 2.4872, grad_norm: 8.1759 2021-07-07 04:18:40,090 - mmaction - INFO - Epoch [89][3120/3757] lr: 1.000e-03, eta: 2 days, 20:50:17, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0713, top1_acc: 0.6141, top5_acc: 0.8164, loss_cls: 1.6377, loss: 2.7090, grad_norm: 8.6019 2021-07-07 04:19:01,396 - mmaction - INFO - Epoch [89][3140/3757] lr: 1.000e-03, eta: 2 days, 20:49:55, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.5396, loss: 2.5661, grad_norm: 8.1440 2021-07-07 04:19:22,587 - mmaction - INFO - Epoch [89][3160/3757] lr: 1.000e-03, eta: 2 days, 20:49:33, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0595, top1_acc: 0.6211, top5_acc: 0.8203, loss_cls: 1.5874, loss: 2.6469, grad_norm: 8.3836 2021-07-07 04:19:44,518 - mmaction - INFO - Epoch [89][3180/3757] lr: 1.000e-03, eta: 2 days, 20:49:12, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.0207, top1_acc: 0.6492, top5_acc: 0.8187, loss_cls: 1.5655, loss: 2.5862, grad_norm: 8.3258 2021-07-07 04:20:05,922 - mmaction - INFO - Epoch [89][3200/3757] lr: 1.000e-03, eta: 2 days, 20:48:50, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0022, top1_acc: 0.6344, top5_acc: 0.8320, loss_cls: 1.5149, loss: 2.5171, grad_norm: 8.4200 2021-07-07 04:20:27,096 - mmaction - INFO - Epoch [89][3220/3757] lr: 1.000e-03, eta: 2 days, 20:48:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0307, top1_acc: 0.6391, top5_acc: 0.8234, loss_cls: 1.5476, loss: 2.5783, grad_norm: 8.3180 2021-07-07 04:20:48,091 - mmaction - INFO - Epoch [89][3240/3757] lr: 1.000e-03, eta: 2 days, 20:48:06, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0643, top1_acc: 0.6148, top5_acc: 0.8242, loss_cls: 1.5953, loss: 2.6596, grad_norm: 8.5347 2021-07-07 04:21:09,308 - mmaction - INFO - Epoch [89][3260/3757] lr: 1.000e-03, eta: 2 days, 20:47:45, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0489, top1_acc: 0.6289, top5_acc: 0.8219, loss_cls: 1.5975, loss: 2.6464, grad_norm: 8.2846 2021-07-07 04:21:30,597 - mmaction - INFO - Epoch [89][3280/3757] lr: 1.000e-03, eta: 2 days, 20:47:23, time: 1.063, data_time: 0.017, memory: 6921, loss_aux: 1.0679, top1_acc: 0.6328, top5_acc: 0.8148, loss_cls: 1.5908, loss: 2.6587, grad_norm: 8.3406 2021-07-07 04:21:51,612 - mmaction - INFO - Epoch [89][3300/3757] lr: 1.000e-03, eta: 2 days, 20:47:01, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5657, loss: 2.5791, grad_norm: 8.3618 2021-07-07 04:22:12,699 - mmaction - INFO - Epoch [89][3320/3757] lr: 1.000e-03, eta: 2 days, 20:46:39, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0369, top1_acc: 0.6242, top5_acc: 0.8172, loss_cls: 1.5524, loss: 2.5893, grad_norm: 8.1449 2021-07-07 04:22:34,461 - mmaction - INFO - Epoch [89][3340/3757] lr: 1.000e-03, eta: 2 days, 20:46:17, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.0726, top1_acc: 0.6180, top5_acc: 0.8102, loss_cls: 1.6384, loss: 2.7110, grad_norm: 8.2324 2021-07-07 04:22:55,550 - mmaction - INFO - Epoch [89][3360/3757] lr: 1.000e-03, eta: 2 days, 20:45:56, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0433, top1_acc: 0.6383, top5_acc: 0.8227, loss_cls: 1.5702, loss: 2.6135, grad_norm: 8.3164 2021-07-07 04:23:16,777 - mmaction - INFO - Epoch [89][3380/3757] lr: 1.000e-03, eta: 2 days, 20:45:34, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0213, top1_acc: 0.6477, top5_acc: 0.8352, loss_cls: 1.5238, loss: 2.5450, grad_norm: 8.2677 2021-07-07 04:23:37,773 - mmaction - INFO - Epoch [89][3400/3757] lr: 1.000e-03, eta: 2 days, 20:45:12, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0018, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.4387, loss: 2.4405, grad_norm: 8.1094 2021-07-07 04:23:59,074 - mmaction - INFO - Epoch [89][3420/3757] lr: 1.000e-03, eta: 2 days, 20:44:50, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0388, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.5863, loss: 2.6251, grad_norm: 8.3147 2021-07-07 04:24:20,045 - mmaction - INFO - Epoch [89][3440/3757] lr: 1.000e-03, eta: 2 days, 20:44:28, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0294, top1_acc: 0.6469, top5_acc: 0.8289, loss_cls: 1.5258, loss: 2.5552, grad_norm: 8.3035 2021-07-07 04:24:42,195 - mmaction - INFO - Epoch [89][3460/3757] lr: 1.000e-03, eta: 2 days, 20:44:07, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.0127, top1_acc: 0.6344, top5_acc: 0.8414, loss_cls: 1.5270, loss: 2.5398, grad_norm: 8.3424 2021-07-07 04:25:03,393 - mmaction - INFO - Epoch [89][3480/3757] lr: 1.000e-03, eta: 2 days, 20:43:45, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0683, top1_acc: 0.6250, top5_acc: 0.8109, loss_cls: 1.5994, loss: 2.6678, grad_norm: 8.3394 2021-07-07 04:25:24,558 - mmaction - INFO - Epoch [89][3500/3757] lr: 1.000e-03, eta: 2 days, 20:43:23, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0376, top1_acc: 0.6211, top5_acc: 0.8203, loss_cls: 1.6079, loss: 2.6455, grad_norm: 8.5328 2021-07-07 04:25:46,172 - mmaction - INFO - Epoch [89][3520/3757] lr: 1.000e-03, eta: 2 days, 20:43:02, time: 1.080, data_time: 0.034, memory: 6921, loss_aux: 1.0316, top1_acc: 0.6250, top5_acc: 0.8102, loss_cls: 1.5833, loss: 2.6150, grad_norm: 8.3009 2021-07-07 04:26:08,124 - mmaction - INFO - Epoch [89][3540/3757] lr: 1.000e-03, eta: 2 days, 20:42:40, time: 1.098, data_time: 0.067, memory: 6921, loss_aux: 1.0610, top1_acc: 0.6336, top5_acc: 0.8180, loss_cls: 1.6169, loss: 2.6779, grad_norm: 8.4621 2021-07-07 04:26:29,262 - mmaction - INFO - Epoch [89][3560/3757] lr: 1.000e-03, eta: 2 days, 20:42:19, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9983, top1_acc: 0.6711, top5_acc: 0.8367, loss_cls: 1.4729, loss: 2.4712, grad_norm: 8.1374 2021-07-07 04:26:50,326 - mmaction - INFO - Epoch [89][3580/3757] lr: 1.000e-03, eta: 2 days, 20:41:57, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0866, top1_acc: 0.6164, top5_acc: 0.8031, loss_cls: 1.6782, loss: 2.7648, grad_norm: 8.5004 2021-07-07 04:27:11,433 - mmaction - INFO - Epoch [89][3600/3757] lr: 1.000e-03, eta: 2 days, 20:41:35, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0452, top1_acc: 0.6141, top5_acc: 0.8234, loss_cls: 1.6231, loss: 2.6683, grad_norm: 8.5610 2021-07-07 04:27:32,339 - mmaction - INFO - Epoch [89][3620/3757] lr: 1.000e-03, eta: 2 days, 20:41:13, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.0218, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4849, loss: 2.5067, grad_norm: 8.1291 2021-07-07 04:27:53,416 - mmaction - INFO - Epoch [89][3640/3757] lr: 1.000e-03, eta: 2 days, 20:40:51, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0218, top1_acc: 0.6430, top5_acc: 0.8172, loss_cls: 1.5494, loss: 2.5711, grad_norm: 8.1513 2021-07-07 04:28:14,495 - mmaction - INFO - Epoch [89][3660/3757] lr: 1.000e-03, eta: 2 days, 20:40:29, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0186, top1_acc: 0.6430, top5_acc: 0.8344, loss_cls: 1.5133, loss: 2.5319, grad_norm: 8.1561 2021-07-07 04:28:36,503 - mmaction - INFO - Epoch [89][3680/3757] lr: 1.000e-03, eta: 2 days, 20:40:08, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 1.0261, top1_acc: 0.6477, top5_acc: 0.8273, loss_cls: 1.4996, loss: 2.5257, grad_norm: 8.1652 2021-07-07 04:28:57,513 - mmaction - INFO - Epoch [89][3700/3757] lr: 1.000e-03, eta: 2 days, 20:39:46, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0693, top1_acc: 0.6281, top5_acc: 0.7914, loss_cls: 1.6734, loss: 2.7428, grad_norm: 8.3589 2021-07-07 04:29:18,795 - mmaction - INFO - Epoch [89][3720/3757] lr: 1.000e-03, eta: 2 days, 20:39:24, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.0326, top1_acc: 0.6227, top5_acc: 0.8219, loss_cls: 1.5560, loss: 2.5886, grad_norm: 8.2966 2021-07-07 04:29:39,702 - mmaction - INFO - Epoch [89][3740/3757] lr: 1.000e-03, eta: 2 days, 20:39:02, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.0530, top1_acc: 0.6141, top5_acc: 0.8359, loss_cls: 1.6123, loss: 2.6652, grad_norm: 8.2227 2021-07-07 04:29:58,035 - mmaction - INFO - Saving checkpoint at 89 epochs 2021-07-07 04:31:01,266 - mmaction - INFO - Epoch [90][20/3757] lr: 1.000e-03, eta: 2 days, 20:38:37, time: 3.079, data_time: 2.040, memory: 6921, loss_aux: 0.9972, top1_acc: 0.6445, top5_acc: 0.8391, loss_cls: 1.5123, loss: 2.5095, grad_norm: 8.1614 2021-07-07 04:31:22,177 - mmaction - INFO - Epoch [90][40/3757] lr: 1.000e-03, eta: 2 days, 20:38:15, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0842, top1_acc: 0.6172, top5_acc: 0.8219, loss_cls: 1.5984, loss: 2.6826, grad_norm: 8.5594 2021-07-07 04:31:43,747 - mmaction - INFO - Epoch [90][60/3757] lr: 1.000e-03, eta: 2 days, 20:37:53, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0239, top1_acc: 0.6406, top5_acc: 0.8242, loss_cls: 1.5478, loss: 2.5717, grad_norm: 8.3306 2021-07-07 04:32:04,516 - mmaction - INFO - Epoch [90][80/3757] lr: 1.000e-03, eta: 2 days, 20:37:31, time: 1.038, data_time: 0.004, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5058, loss: 2.5032, grad_norm: 8.0727 2021-07-07 04:32:25,781 - mmaction - INFO - Epoch [90][100/3757] lr: 1.000e-03, eta: 2 days, 20:37:09, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6547, top5_acc: 0.8328, loss_cls: 1.4817, loss: 2.4822, grad_norm: 8.1300 2021-07-07 04:32:47,951 - mmaction - INFO - Epoch [90][120/3757] lr: 1.000e-03, eta: 2 days, 20:36:48, time: 1.110, data_time: 0.005, memory: 6921, loss_aux: 1.0429, top1_acc: 0.6148, top5_acc: 0.8195, loss_cls: 1.5842, loss: 2.6272, grad_norm: 8.3481 2021-07-07 04:33:08,736 - mmaction - INFO - Epoch [90][140/3757] lr: 1.000e-03, eta: 2 days, 20:36:26, time: 1.039, data_time: 0.005, memory: 6921, loss_aux: 1.0868, top1_acc: 0.6242, top5_acc: 0.8164, loss_cls: 1.6005, loss: 2.6873, grad_norm: 8.6632 2021-07-07 04:33:29,742 - mmaction - INFO - Epoch [90][160/3757] lr: 1.000e-03, eta: 2 days, 20:36:04, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5252, loss: 2.5715, grad_norm: 8.4193 2021-07-07 04:33:50,907 - mmaction - INFO - Epoch [90][180/3757] lr: 1.000e-03, eta: 2 days, 20:35:42, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0176, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.5050, loss: 2.5226, grad_norm: 8.1607 2021-07-07 04:34:11,896 - mmaction - INFO - Epoch [90][200/3757] lr: 1.000e-03, eta: 2 days, 20:35:20, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9930, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4344, loss: 2.4274, grad_norm: 8.2049 2021-07-07 04:34:34,185 - mmaction - INFO - Epoch [90][220/3757] lr: 1.000e-03, eta: 2 days, 20:34:59, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.4890, loss: 2.4790, grad_norm: 8.3122 2021-07-07 04:34:55,263 - mmaction - INFO - Epoch [90][240/3757] lr: 1.000e-03, eta: 2 days, 20:34:37, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0904, top1_acc: 0.6109, top5_acc: 0.8055, loss_cls: 1.6672, loss: 2.7576, grad_norm: 8.5760 2021-07-07 04:35:16,419 - mmaction - INFO - Epoch [90][260/3757] lr: 1.000e-03, eta: 2 days, 20:34:16, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.0460, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5452, loss: 2.5912, grad_norm: 8.2497 2021-07-07 04:35:37,361 - mmaction - INFO - Epoch [90][280/3757] lr: 1.000e-03, eta: 2 days, 20:33:54, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0461, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5490, loss: 2.5951, grad_norm: 8.6089 2021-07-07 04:35:58,438 - mmaction - INFO - Epoch [90][300/3757] lr: 1.000e-03, eta: 2 days, 20:33:32, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0172, top1_acc: 0.6344, top5_acc: 0.8234, loss_cls: 1.5666, loss: 2.5837, grad_norm: 8.1244 2021-07-07 04:36:19,681 - mmaction - INFO - Epoch [90][320/3757] lr: 1.000e-03, eta: 2 days, 20:33:10, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0407, top1_acc: 0.6328, top5_acc: 0.8172, loss_cls: 1.5877, loss: 2.6284, grad_norm: 8.4584 2021-07-07 04:36:40,927 - mmaction - INFO - Epoch [90][340/3757] lr: 1.000e-03, eta: 2 days, 20:32:48, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0411, top1_acc: 0.6289, top5_acc: 0.8148, loss_cls: 1.5739, loss: 2.6150, grad_norm: 8.1838 2021-07-07 04:37:02,226 - mmaction - INFO - Epoch [90][360/3757] lr: 1.000e-03, eta: 2 days, 20:32:26, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0088, top1_acc: 0.6508, top5_acc: 0.8375, loss_cls: 1.4848, loss: 2.4935, grad_norm: 8.2682 2021-07-07 04:37:23,348 - mmaction - INFO - Epoch [90][380/3757] lr: 1.000e-03, eta: 2 days, 20:32:04, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6391, top5_acc: 0.8242, loss_cls: 1.5550, loss: 2.5852, grad_norm: 8.4955 2021-07-07 04:37:44,440 - mmaction - INFO - Epoch [90][400/3757] lr: 1.000e-03, eta: 2 days, 20:31:43, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0411, top1_acc: 0.6133, top5_acc: 0.8195, loss_cls: 1.5702, loss: 2.6113, grad_norm: 8.3906 2021-07-07 04:38:05,647 - mmaction - INFO - Epoch [90][420/3757] lr: 1.000e-03, eta: 2 days, 20:31:21, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.5596, loss: 2.6191, grad_norm: 8.2403 2021-07-07 04:38:28,052 - mmaction - INFO - Epoch [90][440/3757] lr: 1.000e-03, eta: 2 days, 20:31:00, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6344, top5_acc: 0.8422, loss_cls: 1.5146, loss: 2.5363, grad_norm: 8.3139 2021-07-07 04:38:49,306 - mmaction - INFO - Epoch [90][460/3757] lr: 1.000e-03, eta: 2 days, 20:30:38, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0008, top1_acc: 0.6500, top5_acc: 0.8289, loss_cls: 1.5384, loss: 2.5393, grad_norm: 8.2941 2021-07-07 04:39:10,317 - mmaction - INFO - Epoch [90][480/3757] lr: 1.000e-03, eta: 2 days, 20:30:16, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0179, top1_acc: 0.6570, top5_acc: 0.8328, loss_cls: 1.4987, loss: 2.5166, grad_norm: 7.9323 2021-07-07 04:39:31,780 - mmaction - INFO - Epoch [90][500/3757] lr: 1.000e-03, eta: 2 days, 20:29:54, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.0626, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5644, loss: 2.6270, grad_norm: 8.3671 2021-07-07 04:39:53,061 - mmaction - INFO - Epoch [90][520/3757] lr: 1.000e-03, eta: 2 days, 20:29:33, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6352, top5_acc: 0.8375, loss_cls: 1.5189, loss: 2.5252, grad_norm: 8.2594 2021-07-07 04:40:14,776 - mmaction - INFO - Epoch [90][540/3757] lr: 1.000e-03, eta: 2 days, 20:29:11, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.0650, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5815, loss: 2.6465, grad_norm: 8.3120 2021-07-07 04:40:35,947 - mmaction - INFO - Epoch [90][560/3757] lr: 1.000e-03, eta: 2 days, 20:28:49, time: 1.060, data_time: 0.007, memory: 6921, loss_aux: 1.1443, top1_acc: 0.6062, top5_acc: 0.8008, loss_cls: 1.7034, loss: 2.8477, grad_norm: 8.7943 2021-07-07 04:40:57,110 - mmaction - INFO - Epoch [90][580/3757] lr: 1.000e-03, eta: 2 days, 20:28:28, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0264, top1_acc: 0.6312, top5_acc: 0.8289, loss_cls: 1.5632, loss: 2.5896, grad_norm: 8.3593 2021-07-07 04:41:17,989 - mmaction - INFO - Epoch [90][600/3757] lr: 1.000e-03, eta: 2 days, 20:28:05, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0352, top1_acc: 0.6297, top5_acc: 0.8094, loss_cls: 1.6260, loss: 2.6611, grad_norm: 8.3077 2021-07-07 04:41:39,957 - mmaction - INFO - Epoch [90][620/3757] lr: 1.000e-03, eta: 2 days, 20:27:44, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.0294, top1_acc: 0.6289, top5_acc: 0.8195, loss_cls: 1.5313, loss: 2.5606, grad_norm: 8.1360 2021-07-07 04:42:00,861 - mmaction - INFO - Epoch [90][640/3757] lr: 1.000e-03, eta: 2 days, 20:27:22, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5568, loss: 2.6040, grad_norm: 8.1912 2021-07-07 04:42:22,006 - mmaction - INFO - Epoch [90][660/3757] lr: 1.000e-03, eta: 2 days, 20:27:00, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0335, top1_acc: 0.6219, top5_acc: 0.8297, loss_cls: 1.5726, loss: 2.6062, grad_norm: 8.5524 2021-07-07 04:42:43,127 - mmaction - INFO - Epoch [90][680/3757] lr: 1.000e-03, eta: 2 days, 20:26:38, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0710, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.6056, loss: 2.6766, grad_norm: 8.5700 2021-07-07 04:43:04,470 - mmaction - INFO - Epoch [90][700/3757] lr: 1.000e-03, eta: 2 days, 20:26:17, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0413, top1_acc: 0.6312, top5_acc: 0.8109, loss_cls: 1.5890, loss: 2.6303, grad_norm: 8.5485 2021-07-07 04:43:25,695 - mmaction - INFO - Epoch [90][720/3757] lr: 1.000e-03, eta: 2 days, 20:25:55, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0445, top1_acc: 0.6297, top5_acc: 0.8305, loss_cls: 1.5420, loss: 2.5865, grad_norm: 8.4855 2021-07-07 04:43:46,622 - mmaction - INFO - Epoch [90][740/3757] lr: 1.000e-03, eta: 2 days, 20:25:33, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0398, top1_acc: 0.6477, top5_acc: 0.8148, loss_cls: 1.5435, loss: 2.5832, grad_norm: 8.2941 2021-07-07 04:44:08,222 - mmaction - INFO - Epoch [90][760/3757] lr: 1.000e-03, eta: 2 days, 20:25:11, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6359, top5_acc: 0.8266, loss_cls: 1.5174, loss: 2.5367, grad_norm: 8.2153 2021-07-07 04:44:29,087 - mmaction - INFO - Epoch [90][780/3757] lr: 1.000e-03, eta: 2 days, 20:24:49, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0732, top1_acc: 0.6180, top5_acc: 0.8133, loss_cls: 1.6077, loss: 2.6808, grad_norm: 8.4851 2021-07-07 04:44:50,172 - mmaction - INFO - Epoch [90][800/3757] lr: 1.000e-03, eta: 2 days, 20:24:27, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0191, top1_acc: 0.6398, top5_acc: 0.8180, loss_cls: 1.5461, loss: 2.5652, grad_norm: 8.3131 2021-07-07 04:45:11,340 - mmaction - INFO - Epoch [90][820/3757] lr: 1.000e-03, eta: 2 days, 20:24:06, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6453, top5_acc: 0.8375, loss_cls: 1.5145, loss: 2.5164, grad_norm: 8.3976 2021-07-07 04:45:32,518 - mmaction - INFO - Epoch [90][840/3757] lr: 1.000e-03, eta: 2 days, 20:23:44, time: 1.059, data_time: 0.019, memory: 6921, loss_aux: 1.0529, top1_acc: 0.6359, top5_acc: 0.8305, loss_cls: 1.5575, loss: 2.6104, grad_norm: 8.3347 2021-07-07 04:45:54,492 - mmaction - INFO - Epoch [90][860/3757] lr: 1.000e-03, eta: 2 days, 20:23:22, time: 1.098, data_time: 0.052, memory: 6921, loss_aux: 1.0488, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5687, loss: 2.6175, grad_norm: 8.4915 2021-07-07 04:46:15,804 - mmaction - INFO - Epoch [90][880/3757] lr: 1.000e-03, eta: 2 days, 20:23:01, time: 1.066, data_time: 0.026, memory: 6921, loss_aux: 1.0436, top1_acc: 0.6078, top5_acc: 0.8211, loss_cls: 1.5761, loss: 2.6196, grad_norm: 8.4286 2021-07-07 04:46:37,104 - mmaction - INFO - Epoch [90][900/3757] lr: 1.000e-03, eta: 2 days, 20:22:39, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0276, top1_acc: 0.6305, top5_acc: 0.8141, loss_cls: 1.5670, loss: 2.5947, grad_norm: 8.2649 2021-07-07 04:46:58,198 - mmaction - INFO - Epoch [90][920/3757] lr: 1.000e-03, eta: 2 days, 20:22:17, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5000, loss: 2.5194, grad_norm: 8.1786 2021-07-07 04:47:19,335 - mmaction - INFO - Epoch [90][940/3757] lr: 1.000e-03, eta: 2 days, 20:21:55, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0725, top1_acc: 0.6203, top5_acc: 0.8156, loss_cls: 1.6038, loss: 2.6764, grad_norm: 8.5086 2021-07-07 04:47:41,523 - mmaction - INFO - Epoch [90][960/3757] lr: 1.000e-03, eta: 2 days, 20:21:34, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5554, loss: 2.5913, grad_norm: 8.1971 2021-07-07 04:48:02,500 - mmaction - INFO - Epoch [90][980/3757] lr: 1.000e-03, eta: 2 days, 20:21:12, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0651, top1_acc: 0.6258, top5_acc: 0.8180, loss_cls: 1.6046, loss: 2.6697, grad_norm: 8.5916 2021-07-07 04:48:23,644 - mmaction - INFO - Epoch [90][1000/3757] lr: 1.000e-03, eta: 2 days, 20:20:50, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0076, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4808, loss: 2.4883, grad_norm: 8.1871 2021-07-07 04:48:44,724 - mmaction - INFO - Epoch [90][1020/3757] lr: 1.000e-03, eta: 2 days, 20:20:28, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0664, top1_acc: 0.6414, top5_acc: 0.8187, loss_cls: 1.5728, loss: 2.6391, grad_norm: 8.3274 2021-07-07 04:49:05,889 - mmaction - INFO - Epoch [90][1040/3757] lr: 1.000e-03, eta: 2 days, 20:20:07, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0560, top1_acc: 0.6273, top5_acc: 0.8078, loss_cls: 1.6181, loss: 2.6742, grad_norm: 8.4176 2021-07-07 04:49:27,084 - mmaction - INFO - Epoch [90][1060/3757] lr: 1.000e-03, eta: 2 days, 20:19:45, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0243, top1_acc: 0.6594, top5_acc: 0.8273, loss_cls: 1.5227, loss: 2.5470, grad_norm: 8.1966 2021-07-07 04:49:48,774 - mmaction - INFO - Epoch [90][1080/3757] lr: 1.000e-03, eta: 2 days, 20:19:23, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 0.9799, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.4990, loss: 2.4789, grad_norm: 8.1523 2021-07-07 04:50:09,885 - mmaction - INFO - Epoch [90][1100/3757] lr: 1.000e-03, eta: 2 days, 20:19:01, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0965, top1_acc: 0.6039, top5_acc: 0.8141, loss_cls: 1.7170, loss: 2.8135, grad_norm: 8.7740 2021-07-07 04:50:31,671 - mmaction - INFO - Epoch [90][1120/3757] lr: 1.000e-03, eta: 2 days, 20:18:40, time: 1.088, data_time: 0.001, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.4840, loss: 2.4842, grad_norm: 8.3773 2021-07-07 04:50:52,495 - mmaction - INFO - Epoch [90][1140/3757] lr: 1.000e-03, eta: 2 days, 20:18:18, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.0650, top1_acc: 0.6188, top5_acc: 0.8305, loss_cls: 1.5975, loss: 2.6625, grad_norm: 8.3912 2021-07-07 04:51:13,913 - mmaction - INFO - Epoch [90][1160/3757] lr: 1.000e-03, eta: 2 days, 20:17:56, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0076, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.5118, loss: 2.5194, grad_norm: 8.0919 2021-07-07 04:51:34,965 - mmaction - INFO - Epoch [90][1180/3757] lr: 1.000e-03, eta: 2 days, 20:17:34, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.0373, top1_acc: 0.6367, top5_acc: 0.8219, loss_cls: 1.5445, loss: 2.5819, grad_norm: 8.1911 2021-07-07 04:51:56,218 - mmaction - INFO - Epoch [90][1200/3757] lr: 1.000e-03, eta: 2 days, 20:17:12, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0564, top1_acc: 0.6195, top5_acc: 0.8125, loss_cls: 1.5941, loss: 2.6505, grad_norm: 8.4577 2021-07-07 04:52:17,302 - mmaction - INFO - Epoch [90][1220/3757] lr: 1.000e-03, eta: 2 days, 20:16:51, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.0326, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.5847, loss: 2.6173, grad_norm: 8.3413 2021-07-07 04:52:38,531 - mmaction - INFO - Epoch [90][1240/3757] lr: 1.000e-03, eta: 2 days, 20:16:29, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.1050, top1_acc: 0.6219, top5_acc: 0.8094, loss_cls: 1.6330, loss: 2.7380, grad_norm: 8.3124 2021-07-07 04:52:59,580 - mmaction - INFO - Epoch [90][1260/3757] lr: 1.000e-03, eta: 2 days, 20:16:07, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0477, top1_acc: 0.6172, top5_acc: 0.8414, loss_cls: 1.5541, loss: 2.6017, grad_norm: 8.4181 2021-07-07 04:53:20,609 - mmaction - INFO - Epoch [90][1280/3757] lr: 1.000e-03, eta: 2 days, 20:15:45, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9940, top1_acc: 0.6555, top5_acc: 0.8367, loss_cls: 1.4743, loss: 2.4683, grad_norm: 8.0394 2021-07-07 04:53:41,564 - mmaction - INFO - Epoch [90][1300/3757] lr: 1.000e-03, eta: 2 days, 20:15:23, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0426, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.5790, loss: 2.6216, grad_norm: 8.1728 2021-07-07 04:54:02,716 - mmaction - INFO - Epoch [90][1320/3757] lr: 1.000e-03, eta: 2 days, 20:15:01, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0338, top1_acc: 0.6633, top5_acc: 0.8305, loss_cls: 1.4835, loss: 2.5173, grad_norm: 8.3152 2021-07-07 04:54:24,035 - mmaction - INFO - Epoch [90][1340/3757] lr: 1.000e-03, eta: 2 days, 20:14:39, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0409, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.5888, loss: 2.6297, grad_norm: 8.3262 2021-07-07 04:54:45,144 - mmaction - INFO - Epoch [90][1360/3757] lr: 1.000e-03, eta: 2 days, 20:14:18, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0521, top1_acc: 0.6203, top5_acc: 0.8344, loss_cls: 1.5849, loss: 2.6370, grad_norm: 8.7360 2021-07-07 04:55:06,279 - mmaction - INFO - Epoch [90][1380/3757] lr: 1.000e-03, eta: 2 days, 20:13:56, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0364, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5555, loss: 2.5920, grad_norm: 8.4701 2021-07-07 04:55:27,386 - mmaction - INFO - Epoch [90][1400/3757] lr: 1.000e-03, eta: 2 days, 20:13:34, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4306, loss: 2.4119, grad_norm: 8.1413 2021-07-07 04:55:48,795 - mmaction - INFO - Epoch [90][1420/3757] lr: 1.000e-03, eta: 2 days, 20:13:12, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6516, top5_acc: 0.8297, loss_cls: 1.4889, loss: 2.4988, grad_norm: 8.2237 2021-07-07 04:56:10,808 - mmaction - INFO - Epoch [90][1440/3757] lr: 1.000e-03, eta: 2 days, 20:12:51, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 0.9528, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.4253, loss: 2.3780, grad_norm: 8.1597 2021-07-07 04:56:32,015 - mmaction - INFO - Epoch [90][1460/3757] lr: 1.000e-03, eta: 2 days, 20:12:29, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0600, top1_acc: 0.6211, top5_acc: 0.8156, loss_cls: 1.6185, loss: 2.6786, grad_norm: 8.2965 2021-07-07 04:56:53,350 - mmaction - INFO - Epoch [90][1480/3757] lr: 1.000e-03, eta: 2 days, 20:12:07, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9992, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4629, loss: 2.4620, grad_norm: 8.1610 2021-07-07 04:57:14,375 - mmaction - INFO - Epoch [90][1500/3757] lr: 1.000e-03, eta: 2 days, 20:11:45, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6305, top5_acc: 0.8211, loss_cls: 1.5334, loss: 2.5385, grad_norm: 8.3731 2021-07-07 04:57:36,436 - mmaction - INFO - Epoch [90][1520/3757] lr: 1.000e-03, eta: 2 days, 20:11:24, time: 1.102, data_time: 0.068, memory: 6921, loss_aux: 1.0658, top1_acc: 0.6281, top5_acc: 0.8187, loss_cls: 1.5881, loss: 2.6539, grad_norm: 8.4753 2021-07-07 04:57:57,447 - mmaction - INFO - Epoch [90][1540/3757] lr: 1.000e-03, eta: 2 days, 20:11:02, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0339, top1_acc: 0.6312, top5_acc: 0.8422, loss_cls: 1.5410, loss: 2.5749, grad_norm: 8.6019 2021-07-07 04:58:18,540 - mmaction - INFO - Epoch [90][1560/3757] lr: 1.000e-03, eta: 2 days, 20:10:40, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0645, top1_acc: 0.6344, top5_acc: 0.8148, loss_cls: 1.5884, loss: 2.6529, grad_norm: 8.2523 2021-07-07 04:58:39,701 - mmaction - INFO - Epoch [90][1580/3757] lr: 1.000e-03, eta: 2 days, 20:10:19, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0334, top1_acc: 0.6258, top5_acc: 0.8367, loss_cls: 1.5233, loss: 2.5567, grad_norm: 8.1505 2021-07-07 04:59:00,928 - mmaction - INFO - Epoch [90][1600/3757] lr: 1.000e-03, eta: 2 days, 20:09:57, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0207, top1_acc: 0.6328, top5_acc: 0.8242, loss_cls: 1.4908, loss: 2.5115, grad_norm: 8.1896 2021-07-07 04:59:22,052 - mmaction - INFO - Epoch [90][1620/3757] lr: 1.000e-03, eta: 2 days, 20:09:35, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0429, top1_acc: 0.6320, top5_acc: 0.8562, loss_cls: 1.4950, loss: 2.5379, grad_norm: 8.5346 2021-07-07 04:59:42,968 - mmaction - INFO - Epoch [90][1640/3757] lr: 1.000e-03, eta: 2 days, 20:09:13, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6680, top5_acc: 0.8461, loss_cls: 1.4264, loss: 2.4037, grad_norm: 8.2760 2021-07-07 05:00:04,344 - mmaction - INFO - Epoch [90][1660/3757] lr: 1.000e-03, eta: 2 days, 20:08:51, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.0212, top1_acc: 0.6328, top5_acc: 0.8234, loss_cls: 1.5325, loss: 2.5537, grad_norm: 8.3830 2021-07-07 05:00:25,326 - mmaction - INFO - Epoch [90][1680/3757] lr: 1.000e-03, eta: 2 days, 20:08:29, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0248, top1_acc: 0.6266, top5_acc: 0.8391, loss_cls: 1.5427, loss: 2.5675, grad_norm: 8.4074 2021-07-07 05:00:46,303 - mmaction - INFO - Epoch [90][1700/3757] lr: 1.000e-03, eta: 2 days, 20:08:07, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0528, top1_acc: 0.6406, top5_acc: 0.8211, loss_cls: 1.5805, loss: 2.6334, grad_norm: 8.5258 2021-07-07 05:01:08,304 - mmaction - INFO - Epoch [90][1720/3757] lr: 1.000e-03, eta: 2 days, 20:07:46, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.0295, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.5421, loss: 2.5716, grad_norm: 8.5626 2021-07-07 05:01:29,404 - mmaction - INFO - Epoch [90][1740/3757] lr: 1.000e-03, eta: 2 days, 20:07:24, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0538, top1_acc: 0.6242, top5_acc: 0.8086, loss_cls: 1.5856, loss: 2.6394, grad_norm: 8.2814 2021-07-07 05:01:50,729 - mmaction - INFO - Epoch [90][1760/3757] lr: 1.000e-03, eta: 2 days, 20:07:02, time: 1.065, data_time: 0.008, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5135, loss: 2.5204, grad_norm: 8.4464 2021-07-07 05:02:12,016 - mmaction - INFO - Epoch [90][1780/3757] lr: 1.000e-03, eta: 2 days, 20:06:41, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4672, loss: 2.4734, grad_norm: 8.2032 2021-07-07 05:02:33,227 - mmaction - INFO - Epoch [90][1800/3757] lr: 1.000e-03, eta: 2 days, 20:06:19, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0084, top1_acc: 0.6344, top5_acc: 0.8289, loss_cls: 1.5174, loss: 2.5258, grad_norm: 8.2577 2021-07-07 05:02:54,462 - mmaction - INFO - Epoch [90][1820/3757] lr: 1.000e-03, eta: 2 days, 20:05:57, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0549, top1_acc: 0.6164, top5_acc: 0.8117, loss_cls: 1.5982, loss: 2.6531, grad_norm: 8.4013 2021-07-07 05:03:15,465 - mmaction - INFO - Epoch [90][1840/3757] lr: 1.000e-03, eta: 2 days, 20:05:35, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6484, top5_acc: 0.8187, loss_cls: 1.5365, loss: 2.5646, grad_norm: 8.1713 2021-07-07 05:03:36,459 - mmaction - INFO - Epoch [90][1860/3757] lr: 1.000e-03, eta: 2 days, 20:05:13, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0025, top1_acc: 0.6398, top5_acc: 0.8297, loss_cls: 1.5209, loss: 2.5234, grad_norm: 8.4436 2021-07-07 05:03:57,659 - mmaction - INFO - Epoch [90][1880/3757] lr: 1.000e-03, eta: 2 days, 20:04:51, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0459, top1_acc: 0.6336, top5_acc: 0.8203, loss_cls: 1.5475, loss: 2.5934, grad_norm: 8.4019 2021-07-07 05:04:19,006 - mmaction - INFO - Epoch [90][1900/3757] lr: 1.000e-03, eta: 2 days, 20:04:30, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0371, top1_acc: 0.6492, top5_acc: 0.8219, loss_cls: 1.5425, loss: 2.5795, grad_norm: 8.4510 2021-07-07 05:04:40,767 - mmaction - INFO - Epoch [90][1920/3757] lr: 1.000e-03, eta: 2 days, 20:04:08, time: 1.089, data_time: 0.007, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6398, top5_acc: 0.8336, loss_cls: 1.4857, loss: 2.4789, grad_norm: 8.3117 2021-07-07 05:05:01,904 - mmaction - INFO - Epoch [90][1940/3757] lr: 1.000e-03, eta: 2 days, 20:03:46, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0407, top1_acc: 0.6508, top5_acc: 0.8305, loss_cls: 1.5205, loss: 2.5613, grad_norm: 8.2011 2021-07-07 05:05:23,105 - mmaction - INFO - Epoch [90][1960/3757] lr: 1.000e-03, eta: 2 days, 20:03:24, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6250, top5_acc: 0.8359, loss_cls: 1.5114, loss: 2.5299, grad_norm: 8.1816 2021-07-07 05:05:44,231 - mmaction - INFO - Epoch [90][1980/3757] lr: 1.000e-03, eta: 2 days, 20:03:03, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0590, top1_acc: 0.6047, top5_acc: 0.8211, loss_cls: 1.5960, loss: 2.6550, grad_norm: 8.7702 2021-07-07 05:06:05,360 - mmaction - INFO - Epoch [90][2000/3757] lr: 1.000e-03, eta: 2 days, 20:02:41, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0510, top1_acc: 0.6305, top5_acc: 0.8172, loss_cls: 1.6170, loss: 2.6680, grad_norm: 8.2059 2021-07-07 05:06:26,526 - mmaction - INFO - Epoch [90][2020/3757] lr: 1.000e-03, eta: 2 days, 20:02:19, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0592, top1_acc: 0.6180, top5_acc: 0.8219, loss_cls: 1.5760, loss: 2.6352, grad_norm: 8.6789 2021-07-07 05:06:47,783 - mmaction - INFO - Epoch [90][2040/3757] lr: 1.000e-03, eta: 2 days, 20:01:57, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0944, top1_acc: 0.6219, top5_acc: 0.7969, loss_cls: 1.6684, loss: 2.7628, grad_norm: 8.4168 2021-07-07 05:07:08,995 - mmaction - INFO - Epoch [90][2060/3757] lr: 1.000e-03, eta: 2 days, 20:01:35, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0805, top1_acc: 0.6203, top5_acc: 0.8078, loss_cls: 1.6613, loss: 2.7418, grad_norm: 8.5024 2021-07-07 05:07:30,145 - mmaction - INFO - Epoch [90][2080/3757] lr: 1.000e-03, eta: 2 days, 20:01:13, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.5104, loss: 2.5328, grad_norm: 8.1353 2021-07-07 05:07:51,397 - mmaction - INFO - Epoch [90][2100/3757] lr: 1.000e-03, eta: 2 days, 20:00:52, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0291, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5430, loss: 2.5720, grad_norm: 8.1464 2021-07-07 05:08:13,661 - mmaction - INFO - Epoch [90][2120/3757] lr: 1.000e-03, eta: 2 days, 20:00:31, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 1.0605, top1_acc: 0.6117, top5_acc: 0.8070, loss_cls: 1.6199, loss: 2.6803, grad_norm: 8.2037 2021-07-07 05:08:34,826 - mmaction - INFO - Epoch [90][2140/3757] lr: 1.000e-03, eta: 2 days, 20:00:09, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0752, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5658, loss: 2.6409, grad_norm: 8.2646 2021-07-07 05:08:55,840 - mmaction - INFO - Epoch [90][2160/3757] lr: 1.000e-03, eta: 2 days, 19:59:47, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0047, top1_acc: 0.6383, top5_acc: 0.8203, loss_cls: 1.5462, loss: 2.5510, grad_norm: 8.3719 2021-07-07 05:09:17,079 - mmaction - INFO - Epoch [90][2180/3757] lr: 1.000e-03, eta: 2 days, 19:59:25, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0629, top1_acc: 0.6148, top5_acc: 0.8211, loss_cls: 1.6113, loss: 2.6742, grad_norm: 8.2725 2021-07-07 05:09:38,106 - mmaction - INFO - Epoch [90][2200/3757] lr: 1.000e-03, eta: 2 days, 19:59:03, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.0421, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5244, loss: 2.5665, grad_norm: 8.3536 2021-07-07 05:09:59,432 - mmaction - INFO - Epoch [90][2220/3757] lr: 1.000e-03, eta: 2 days, 19:58:41, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.4707, loss: 2.4766, grad_norm: 8.1972 2021-07-07 05:10:20,821 - mmaction - INFO - Epoch [90][2240/3757] lr: 1.000e-03, eta: 2 days, 19:58:20, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.0485, top1_acc: 0.6367, top5_acc: 0.8250, loss_cls: 1.5558, loss: 2.6042, grad_norm: 8.3395 2021-07-07 05:10:42,016 - mmaction - INFO - Epoch [90][2260/3757] lr: 1.000e-03, eta: 2 days, 19:57:58, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4741, loss: 2.4832, grad_norm: 8.2613 2021-07-07 05:11:03,173 - mmaction - INFO - Epoch [90][2280/3757] lr: 1.000e-03, eta: 2 days, 19:57:36, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0204, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5401, loss: 2.5605, grad_norm: 8.4463 2021-07-07 05:11:24,351 - mmaction - INFO - Epoch [90][2300/3757] lr: 1.000e-03, eta: 2 days, 19:57:14, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4965, loss: 2.5069, grad_norm: 8.5437 2021-07-07 05:11:45,620 - mmaction - INFO - Epoch [90][2320/3757] lr: 1.000e-03, eta: 2 days, 19:56:52, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0369, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6115, loss: 2.6483, grad_norm: 8.6057 2021-07-07 05:12:07,064 - mmaction - INFO - Epoch [90][2340/3757] lr: 1.000e-03, eta: 2 days, 19:56:31, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.0607, top1_acc: 0.6297, top5_acc: 0.8219, loss_cls: 1.6076, loss: 2.6683, grad_norm: 8.5949 2021-07-07 05:12:28,299 - mmaction - INFO - Epoch [90][2360/3757] lr: 1.000e-03, eta: 2 days, 19:56:09, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0376, top1_acc: 0.6359, top5_acc: 0.8305, loss_cls: 1.5482, loss: 2.5858, grad_norm: 8.3758 2021-07-07 05:12:49,419 - mmaction - INFO - Epoch [90][2380/3757] lr: 1.000e-03, eta: 2 days, 19:55:47, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0804, top1_acc: 0.6352, top5_acc: 0.8273, loss_cls: 1.6007, loss: 2.6811, grad_norm: 8.6993 2021-07-07 05:13:10,539 - mmaction - INFO - Epoch [90][2400/3757] lr: 1.000e-03, eta: 2 days, 19:55:25, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0535, top1_acc: 0.6328, top5_acc: 0.8234, loss_cls: 1.5442, loss: 2.5978, grad_norm: 8.3517 2021-07-07 05:13:31,723 - mmaction - INFO - Epoch [90][2420/3757] lr: 1.000e-03, eta: 2 days, 19:55:03, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0564, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5571, loss: 2.6135, grad_norm: 8.1903 2021-07-07 05:13:52,855 - mmaction - INFO - Epoch [90][2440/3757] lr: 1.000e-03, eta: 2 days, 19:54:42, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0398, top1_acc: 0.6242, top5_acc: 0.8398, loss_cls: 1.5200, loss: 2.5598, grad_norm: 8.4051 2021-07-07 05:14:13,855 - mmaction - INFO - Epoch [90][2460/3757] lr: 1.000e-03, eta: 2 days, 19:54:20, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0510, top1_acc: 0.6281, top5_acc: 0.8414, loss_cls: 1.5454, loss: 2.5964, grad_norm: 8.4313 2021-07-07 05:14:35,040 - mmaction - INFO - Epoch [90][2480/3757] lr: 1.000e-03, eta: 2 days, 19:53:58, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0068, top1_acc: 0.6453, top5_acc: 0.8203, loss_cls: 1.5478, loss: 2.5546, grad_norm: 8.2714 2021-07-07 05:14:56,332 - mmaction - INFO - Epoch [90][2500/3757] lr: 1.000e-03, eta: 2 days, 19:53:36, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0368, top1_acc: 0.6164, top5_acc: 0.8187, loss_cls: 1.5718, loss: 2.6086, grad_norm: 8.3634 2021-07-07 05:15:17,585 - mmaction - INFO - Epoch [90][2520/3757] lr: 1.000e-03, eta: 2 days, 19:53:14, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0503, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.5611, loss: 2.6114, grad_norm: 8.4793 2021-07-07 05:15:38,859 - mmaction - INFO - Epoch [90][2540/3757] lr: 1.000e-03, eta: 2 days, 19:52:53, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0041, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4722, loss: 2.4764, grad_norm: 8.1021 2021-07-07 05:16:00,413 - mmaction - INFO - Epoch [90][2560/3757] lr: 1.000e-03, eta: 2 days, 19:52:31, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.0173, top1_acc: 0.6320, top5_acc: 0.8266, loss_cls: 1.5557, loss: 2.5730, grad_norm: 8.3740 2021-07-07 05:16:21,572 - mmaction - INFO - Epoch [90][2580/3757] lr: 1.000e-03, eta: 2 days, 19:52:09, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0478, top1_acc: 0.6188, top5_acc: 0.8328, loss_cls: 1.5637, loss: 2.6115, grad_norm: 8.3473 2021-07-07 05:16:42,532 - mmaction - INFO - Epoch [90][2600/3757] lr: 1.000e-03, eta: 2 days, 19:51:47, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0125, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.5044, loss: 2.5169, grad_norm: 8.3595 2021-07-07 05:17:04,056 - mmaction - INFO - Epoch [90][2620/3757] lr: 1.000e-03, eta: 2 days, 19:51:26, time: 1.074, data_time: 0.023, memory: 6921, loss_aux: 1.0916, top1_acc: 0.6258, top5_acc: 0.8148, loss_cls: 1.6163, loss: 2.7078, grad_norm: 8.3932 2021-07-07 05:17:25,190 - mmaction - INFO - Epoch [90][2640/3757] lr: 1.000e-03, eta: 2 days, 19:51:04, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0379, top1_acc: 0.6281, top5_acc: 0.8227, loss_cls: 1.5598, loss: 2.5977, grad_norm: 8.4004 2021-07-07 05:17:46,846 - mmaction - INFO - Epoch [90][2660/3757] lr: 1.000e-03, eta: 2 days, 19:50:42, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.0190, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.4942, loss: 2.5132, grad_norm: 8.2083 2021-07-07 05:18:08,028 - mmaction - INFO - Epoch [90][2680/3757] lr: 1.000e-03, eta: 2 days, 19:50:20, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0662, top1_acc: 0.6148, top5_acc: 0.8039, loss_cls: 1.6599, loss: 2.7261, grad_norm: 8.4333 2021-07-07 05:18:29,339 - mmaction - INFO - Epoch [90][2700/3757] lr: 1.000e-03, eta: 2 days, 19:49:59, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0533, top1_acc: 0.6383, top5_acc: 0.8297, loss_cls: 1.5654, loss: 2.6187, grad_norm: 8.5205 2021-07-07 05:18:50,380 - mmaction - INFO - Epoch [90][2720/3757] lr: 1.000e-03, eta: 2 days, 19:49:37, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0798, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.5838, loss: 2.6636, grad_norm: 8.4867 2021-07-07 05:19:11,579 - mmaction - INFO - Epoch [90][2740/3757] lr: 1.000e-03, eta: 2 days, 19:49:15, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0276, top1_acc: 0.6477, top5_acc: 0.8211, loss_cls: 1.5431, loss: 2.5707, grad_norm: 8.2978 2021-07-07 05:19:32,735 - mmaction - INFO - Epoch [90][2760/3757] lr: 1.000e-03, eta: 2 days, 19:48:53, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 1.0365, top1_acc: 0.6430, top5_acc: 0.8266, loss_cls: 1.5302, loss: 2.5668, grad_norm: 8.2568 2021-07-07 05:19:54,183 - mmaction - INFO - Epoch [90][2780/3757] lr: 1.000e-03, eta: 2 days, 19:48:31, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.0254, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5935, loss: 2.6189, grad_norm: 8.4001 2021-07-07 05:20:15,800 - mmaction - INFO - Epoch [90][2800/3757] lr: 1.000e-03, eta: 2 days, 19:48:10, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0841, top1_acc: 0.6180, top5_acc: 0.8047, loss_cls: 1.6209, loss: 2.7050, grad_norm: 8.5985 2021-07-07 05:20:36,972 - mmaction - INFO - Epoch [90][2820/3757] lr: 1.000e-03, eta: 2 days, 19:47:48, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9920, top1_acc: 0.6641, top5_acc: 0.8352, loss_cls: 1.4666, loss: 2.4586, grad_norm: 8.0354 2021-07-07 05:20:58,612 - mmaction - INFO - Epoch [90][2840/3757] lr: 1.000e-03, eta: 2 days, 19:47:27, time: 1.083, data_time: 0.040, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4758, loss: 2.4794, grad_norm: 8.1637 2021-07-07 05:21:19,838 - mmaction - INFO - Epoch [90][2860/3757] lr: 1.000e-03, eta: 2 days, 19:47:05, time: 1.060, data_time: 0.018, memory: 6921, loss_aux: 1.0222, top1_acc: 0.6367, top5_acc: 0.8219, loss_cls: 1.5608, loss: 2.5830, grad_norm: 8.3416 2021-07-07 05:21:41,276 - mmaction - INFO - Epoch [90][2880/3757] lr: 1.000e-03, eta: 2 days, 19:46:43, time: 1.072, data_time: 0.028, memory: 6921, loss_aux: 1.0122, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.5145, loss: 2.5267, grad_norm: 8.1550 2021-07-07 05:22:02,345 - mmaction - INFO - Epoch [90][2900/3757] lr: 1.000e-03, eta: 2 days, 19:46:21, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.1099, top1_acc: 0.6031, top5_acc: 0.8102, loss_cls: 1.7127, loss: 2.8226, grad_norm: 8.6174 2021-07-07 05:22:23,591 - mmaction - INFO - Epoch [90][2920/3757] lr: 1.000e-03, eta: 2 days, 19:45:59, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0512, top1_acc: 0.6359, top5_acc: 0.8297, loss_cls: 1.5716, loss: 2.6228, grad_norm: 8.6746 2021-07-07 05:22:44,630 - mmaction - INFO - Epoch [90][2940/3757] lr: 1.000e-03, eta: 2 days, 19:45:38, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0541, top1_acc: 0.6328, top5_acc: 0.8109, loss_cls: 1.6017, loss: 2.6558, grad_norm: 8.4527 2021-07-07 05:23:05,510 - mmaction - INFO - Epoch [90][2960/3757] lr: 1.000e-03, eta: 2 days, 19:45:16, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0374, top1_acc: 0.6328, top5_acc: 0.8180, loss_cls: 1.5619, loss: 2.5993, grad_norm: 8.3533 2021-07-07 05:23:27,144 - mmaction - INFO - Epoch [90][2980/3757] lr: 1.000e-03, eta: 2 days, 19:44:54, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0419, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.5503, loss: 2.5922, grad_norm: 8.1989 2021-07-07 05:23:48,279 - mmaction - INFO - Epoch [90][3000/3757] lr: 1.000e-03, eta: 2 days, 19:44:32, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0644, top1_acc: 0.6469, top5_acc: 0.8242, loss_cls: 1.5882, loss: 2.6526, grad_norm: 8.5509 2021-07-07 05:24:09,260 - mmaction - INFO - Epoch [90][3020/3757] lr: 1.000e-03, eta: 2 days, 19:44:10, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 0.9859, top1_acc: 0.6531, top5_acc: 0.8352, loss_cls: 1.4570, loss: 2.4429, grad_norm: 8.2222 2021-07-07 05:24:30,496 - mmaction - INFO - Epoch [90][3040/3757] lr: 1.000e-03, eta: 2 days, 19:43:48, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0109, top1_acc: 0.6367, top5_acc: 0.8289, loss_cls: 1.5174, loss: 2.5283, grad_norm: 8.1718 2021-07-07 05:24:51,571 - mmaction - INFO - Epoch [90][3060/3757] lr: 1.000e-03, eta: 2 days, 19:43:26, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5340, loss: 2.5610, grad_norm: 8.4608 2021-07-07 05:25:12,384 - mmaction - INFO - Epoch [90][3080/3757] lr: 1.000e-03, eta: 2 days, 19:43:04, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 1.0479, top1_acc: 0.6398, top5_acc: 0.8297, loss_cls: 1.5505, loss: 2.5984, grad_norm: 8.4120 2021-07-07 05:25:33,550 - mmaction - INFO - Epoch [90][3100/3757] lr: 1.000e-03, eta: 2 days, 19:42:43, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0558, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.5572, loss: 2.6130, grad_norm: 8.3366 2021-07-07 05:25:54,691 - mmaction - INFO - Epoch [90][3120/3757] lr: 1.000e-03, eta: 2 days, 19:42:21, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0582, top1_acc: 0.6242, top5_acc: 0.8180, loss_cls: 1.6119, loss: 2.6701, grad_norm: 8.6114 2021-07-07 05:26:16,002 - mmaction - INFO - Epoch [90][3140/3757] lr: 1.000e-03, eta: 2 days, 19:41:59, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0891, top1_acc: 0.6188, top5_acc: 0.8055, loss_cls: 1.6520, loss: 2.7411, grad_norm: 8.5360 2021-07-07 05:26:37,752 - mmaction - INFO - Epoch [90][3160/3757] lr: 1.000e-03, eta: 2 days, 19:41:38, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.0245, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5489, loss: 2.5734, grad_norm: 8.3549 2021-07-07 05:26:59,001 - mmaction - INFO - Epoch [90][3180/3757] lr: 1.000e-03, eta: 2 days, 19:41:16, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0240, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5306, loss: 2.5546, grad_norm: 8.5516 2021-07-07 05:27:20,078 - mmaction - INFO - Epoch [90][3200/3757] lr: 1.000e-03, eta: 2 days, 19:40:54, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0345, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5340, loss: 2.5684, grad_norm: 8.4471 2021-07-07 05:27:41,634 - mmaction - INFO - Epoch [90][3220/3757] lr: 1.000e-03, eta: 2 days, 19:40:32, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0496, top1_acc: 0.6383, top5_acc: 0.8109, loss_cls: 1.5803, loss: 2.6300, grad_norm: 8.4922 2021-07-07 05:28:03,118 - mmaction - INFO - Epoch [90][3240/3757] lr: 1.000e-03, eta: 2 days, 19:40:11, time: 1.075, data_time: 0.025, memory: 6921, loss_aux: 0.9910, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4760, loss: 2.4670, grad_norm: 8.3182 2021-07-07 05:28:24,272 - mmaction - INFO - Epoch [90][3260/3757] lr: 1.000e-03, eta: 2 days, 19:39:49, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4679, loss: 2.4514, grad_norm: 8.1402 2021-07-07 05:28:45,634 - mmaction - INFO - Epoch [90][3280/3757] lr: 1.000e-03, eta: 2 days, 19:39:27, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.0323, top1_acc: 0.6266, top5_acc: 0.8258, loss_cls: 1.5465, loss: 2.5788, grad_norm: 8.4911 2021-07-07 05:29:06,671 - mmaction - INFO - Epoch [90][3300/3757] lr: 1.000e-03, eta: 2 days, 19:39:05, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9722, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3835, loss: 2.3556, grad_norm: 8.2208 2021-07-07 05:29:28,311 - mmaction - INFO - Epoch [90][3320/3757] lr: 1.000e-03, eta: 2 days, 19:38:44, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0252, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.5401, loss: 2.5654, grad_norm: 8.3659 2021-07-07 05:29:49,416 - mmaction - INFO - Epoch [90][3340/3757] lr: 1.000e-03, eta: 2 days, 19:38:22, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5225, loss: 2.5381, grad_norm: 8.4723 2021-07-07 05:30:10,478 - mmaction - INFO - Epoch [90][3360/3757] lr: 1.000e-03, eta: 2 days, 19:38:00, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0566, top1_acc: 0.6234, top5_acc: 0.8148, loss_cls: 1.5919, loss: 2.6485, grad_norm: 8.8104 2021-07-07 05:30:32,603 - mmaction - INFO - Epoch [90][3380/3757] lr: 1.000e-03, eta: 2 days, 19:37:39, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.0377, top1_acc: 0.6375, top5_acc: 0.8258, loss_cls: 1.5685, loss: 2.6062, grad_norm: 8.3047 2021-07-07 05:30:53,478 - mmaction - INFO - Epoch [90][3400/3757] lr: 1.000e-03, eta: 2 days, 19:37:17, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.0416, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.5428, loss: 2.5844, grad_norm: 8.4784 2021-07-07 05:31:14,632 - mmaction - INFO - Epoch [90][3420/3757] lr: 1.000e-03, eta: 2 days, 19:36:55, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0811, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5805, loss: 2.6616, grad_norm: 8.3955 2021-07-07 05:31:35,857 - mmaction - INFO - Epoch [90][3440/3757] lr: 1.000e-03, eta: 2 days, 19:36:33, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0470, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.5736, loss: 2.6206, grad_norm: 8.6282 2021-07-07 05:31:57,166 - mmaction - INFO - Epoch [90][3460/3757] lr: 1.000e-03, eta: 2 days, 19:36:11, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0218, top1_acc: 0.6406, top5_acc: 0.8281, loss_cls: 1.5213, loss: 2.5431, grad_norm: 8.3814 2021-07-07 05:32:18,466 - mmaction - INFO - Epoch [90][3480/3757] lr: 1.000e-03, eta: 2 days, 19:35:50, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0234, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.5816, loss: 2.6050, grad_norm: 8.5978 2021-07-07 05:32:40,486 - mmaction - INFO - Epoch [90][3500/3757] lr: 1.000e-03, eta: 2 days, 19:35:28, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.0055, top1_acc: 0.6578, top5_acc: 0.8422, loss_cls: 1.4659, loss: 2.4714, grad_norm: 8.3862 2021-07-07 05:33:01,566 - mmaction - INFO - Epoch [90][3520/3757] lr: 1.000e-03, eta: 2 days, 19:35:06, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0476, top1_acc: 0.6336, top5_acc: 0.8172, loss_cls: 1.5614, loss: 2.6089, grad_norm: 8.4970 2021-07-07 05:33:22,754 - mmaction - INFO - Epoch [90][3540/3757] lr: 1.000e-03, eta: 2 days, 19:34:45, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.0598, top1_acc: 0.6133, top5_acc: 0.8117, loss_cls: 1.6001, loss: 2.6599, grad_norm: 8.5601 2021-07-07 05:33:44,016 - mmaction - INFO - Epoch [90][3560/3757] lr: 1.000e-03, eta: 2 days, 19:34:23, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0296, top1_acc: 0.6453, top5_acc: 0.8234, loss_cls: 1.5456, loss: 2.5752, grad_norm: 8.5278 2021-07-07 05:34:05,271 - mmaction - INFO - Epoch [90][3580/3757] lr: 1.000e-03, eta: 2 days, 19:34:01, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0527, top1_acc: 0.6242, top5_acc: 0.8273, loss_cls: 1.5604, loss: 2.6131, grad_norm: 8.4978 2021-07-07 05:34:26,273 - mmaction - INFO - Epoch [90][3600/3757] lr: 1.000e-03, eta: 2 days, 19:33:39, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0999, top1_acc: 0.6016, top5_acc: 0.8117, loss_cls: 1.6932, loss: 2.7931, grad_norm: 8.6441 2021-07-07 05:34:47,416 - mmaction - INFO - Epoch [90][3620/3757] lr: 1.000e-03, eta: 2 days, 19:33:17, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6414, top5_acc: 0.8148, loss_cls: 1.5678, loss: 2.6034, grad_norm: 8.0558 2021-07-07 05:35:08,647 - mmaction - INFO - Epoch [90][3640/3757] lr: 1.000e-03, eta: 2 days, 19:32:56, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0482, top1_acc: 0.6305, top5_acc: 0.8156, loss_cls: 1.5879, loss: 2.6361, grad_norm: 8.4737 2021-07-07 05:35:29,738 - mmaction - INFO - Epoch [90][3660/3757] lr: 1.000e-03, eta: 2 days, 19:32:34, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6281, top5_acc: 0.8289, loss_cls: 1.5571, loss: 2.5725, grad_norm: 8.3233 2021-07-07 05:35:50,914 - mmaction - INFO - Epoch [90][3680/3757] lr: 1.000e-03, eta: 2 days, 19:32:12, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0508, top1_acc: 0.6164, top5_acc: 0.8273, loss_cls: 1.5778, loss: 2.6287, grad_norm: 8.5327 2021-07-07 05:36:12,066 - mmaction - INFO - Epoch [90][3700/3757] lr: 1.000e-03, eta: 2 days, 19:31:50, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.5597, loss: 2.5853, grad_norm: 8.4798 2021-07-07 05:36:33,346 - mmaction - INFO - Epoch [90][3720/3757] lr: 1.000e-03, eta: 2 days, 19:31:28, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0385, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5393, loss: 2.5777, grad_norm: 8.3529 2021-07-07 05:36:54,565 - mmaction - INFO - Epoch [90][3740/3757] lr: 1.000e-03, eta: 2 days, 19:31:06, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0427, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.5554, loss: 2.5980, grad_norm: 8.2647 2021-07-07 05:37:12,727 - mmaction - INFO - Saving checkpoint at 90 epochs 2021-07-07 05:42:03,263 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 05:42:04,089 - mmaction - INFO - top1_acc 0.6845 top5_acc 0.8781 2021-07-07 05:42:04,090 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 05:42:04,122 - mmaction - INFO - mean_acc 0.6844 2021-07-07 05:42:04,130 - mmaction - INFO - Epoch(val) [90][310] top1_acc: 0.6845, top5_acc: 0.8781, mean_class_accuracy: 0.6844 2021-07-07 05:43:05,187 - mmaction - INFO - Epoch [91][20/3757] lr: 1.000e-03, eta: 2 days, 19:30:41, time: 3.049, data_time: 2.013, memory: 6921, loss_aux: 1.0336, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.5492, loss: 2.5828, grad_norm: 8.6503 2021-07-07 05:43:26,107 - mmaction - INFO - Epoch [91][40/3757] lr: 1.000e-03, eta: 2 days, 19:30:19, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.0411, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.5413, loss: 2.5825, grad_norm: 8.4082 2021-07-07 05:43:47,715 - mmaction - INFO - Epoch [91][60/3757] lr: 1.000e-03, eta: 2 days, 19:29:57, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.0579, top1_acc: 0.6242, top5_acc: 0.8258, loss_cls: 1.5697, loss: 2.6276, grad_norm: 8.1853 2021-07-07 05:44:08,769 - mmaction - INFO - Epoch [91][80/3757] lr: 1.000e-03, eta: 2 days, 19:29:35, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0215, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4995, loss: 2.5210, grad_norm: 8.2112 2021-07-07 05:44:29,685 - mmaction - INFO - Epoch [91][100/3757] lr: 1.000e-03, eta: 2 days, 19:29:13, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0439, top1_acc: 0.6422, top5_acc: 0.8273, loss_cls: 1.5033, loss: 2.5472, grad_norm: 8.3139 2021-07-07 05:44:51,027 - mmaction - INFO - Epoch [91][120/3757] lr: 1.000e-03, eta: 2 days, 19:28:52, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6383, top5_acc: 0.8273, loss_cls: 1.5575, loss: 2.6095, grad_norm: 8.1751 2021-07-07 05:45:12,602 - mmaction - INFO - Epoch [91][140/3757] lr: 1.000e-03, eta: 2 days, 19:28:30, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.0068, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4275, loss: 2.4343, grad_norm: 8.3205 2021-07-07 05:45:34,318 - mmaction - INFO - Epoch [91][160/3757] lr: 1.000e-03, eta: 2 days, 19:28:08, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5414, loss: 2.5545, grad_norm: 8.3717 2021-07-07 05:45:55,394 - mmaction - INFO - Epoch [91][180/3757] lr: 1.000e-03, eta: 2 days, 19:27:47, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0179, top1_acc: 0.6289, top5_acc: 0.8219, loss_cls: 1.5484, loss: 2.5663, grad_norm: 8.5525 2021-07-07 05:46:16,604 - mmaction - INFO - Epoch [91][200/3757] lr: 1.000e-03, eta: 2 days, 19:27:25, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9700, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4320, loss: 2.4020, grad_norm: 8.1410 2021-07-07 05:46:37,870 - mmaction - INFO - Epoch [91][220/3757] lr: 1.000e-03, eta: 2 days, 19:27:03, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9759, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4035, loss: 2.3794, grad_norm: 8.2210 2021-07-07 05:46:59,034 - mmaction - INFO - Epoch [91][240/3757] lr: 1.000e-03, eta: 2 days, 19:26:41, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0347, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.4935, loss: 2.5282, grad_norm: 8.4136 2021-07-07 05:47:20,072 - mmaction - INFO - Epoch [91][260/3757] lr: 1.000e-03, eta: 2 days, 19:26:19, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0236, top1_acc: 0.6312, top5_acc: 0.8289, loss_cls: 1.5277, loss: 2.5513, grad_norm: 8.5359 2021-07-07 05:47:41,608 - mmaction - INFO - Epoch [91][280/3757] lr: 1.000e-03, eta: 2 days, 19:25:58, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6359, top5_acc: 0.8305, loss_cls: 1.5296, loss: 2.5480, grad_norm: 8.3483 2021-07-07 05:48:03,764 - mmaction - INFO - Epoch [91][300/3757] lr: 1.000e-03, eta: 2 days, 19:25:37, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.0365, top1_acc: 0.6406, top5_acc: 0.8289, loss_cls: 1.5185, loss: 2.5550, grad_norm: 8.1625 2021-07-07 05:48:24,902 - mmaction - INFO - Epoch [91][320/3757] lr: 1.000e-03, eta: 2 days, 19:25:15, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.5012, loss: 2.5015, grad_norm: 8.4248 2021-07-07 05:48:46,023 - mmaction - INFO - Epoch [91][340/3757] lr: 1.000e-03, eta: 2 days, 19:24:53, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9453, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3946, loss: 2.3399, grad_norm: 8.1254 2021-07-07 05:49:07,271 - mmaction - INFO - Epoch [91][360/3757] lr: 1.000e-03, eta: 2 days, 19:24:31, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6398, top5_acc: 0.8453, loss_cls: 1.4715, loss: 2.4849, grad_norm: 8.3821 2021-07-07 05:49:28,349 - mmaction - INFO - Epoch [91][380/3757] lr: 1.000e-03, eta: 2 days, 19:24:09, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4481, loss: 2.4470, grad_norm: 7.9589 2021-07-07 05:49:49,421 - mmaction - INFO - Epoch [91][400/3757] lr: 1.000e-03, eta: 2 days, 19:23:47, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6273, top5_acc: 0.8258, loss_cls: 1.5741, loss: 2.6021, grad_norm: 8.6207 2021-07-07 05:50:10,854 - mmaction - INFO - Epoch [91][420/3757] lr: 1.000e-03, eta: 2 days, 19:23:26, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0570, top1_acc: 0.6266, top5_acc: 0.8203, loss_cls: 1.5934, loss: 2.6504, grad_norm: 8.6607 2021-07-07 05:50:31,781 - mmaction - INFO - Epoch [91][440/3757] lr: 1.000e-03, eta: 2 days, 19:23:04, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0511, top1_acc: 0.6344, top5_acc: 0.8109, loss_cls: 1.6047, loss: 2.6558, grad_norm: 8.3209 2021-07-07 05:50:53,141 - mmaction - INFO - Epoch [91][460/3757] lr: 1.000e-03, eta: 2 days, 19:22:42, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0691, top1_acc: 0.6227, top5_acc: 0.8187, loss_cls: 1.5842, loss: 2.6533, grad_norm: 8.5737 2021-07-07 05:51:14,358 - mmaction - INFO - Epoch [91][480/3757] lr: 1.000e-03, eta: 2 days, 19:22:20, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.5424, loss: 2.5585, grad_norm: 8.4498 2021-07-07 05:51:35,719 - mmaction - INFO - Epoch [91][500/3757] lr: 1.000e-03, eta: 2 days, 19:21:58, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0559, top1_acc: 0.6430, top5_acc: 0.8094, loss_cls: 1.5801, loss: 2.6360, grad_norm: 8.4686 2021-07-07 05:51:57,272 - mmaction - INFO - Epoch [91][520/3757] lr: 1.000e-03, eta: 2 days, 19:21:37, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.0379, top1_acc: 0.6234, top5_acc: 0.8438, loss_cls: 1.5409, loss: 2.5787, grad_norm: 8.6428 2021-07-07 05:52:18,208 - mmaction - INFO - Epoch [91][540/3757] lr: 1.000e-03, eta: 2 days, 19:21:15, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6430, top5_acc: 0.8250, loss_cls: 1.5187, loss: 2.5238, grad_norm: 8.4260 2021-07-07 05:52:39,420 - mmaction - INFO - Epoch [91][560/3757] lr: 1.000e-03, eta: 2 days, 19:20:53, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6445, top5_acc: 0.8305, loss_cls: 1.5179, loss: 2.5317, grad_norm: 8.2204 2021-07-07 05:53:00,676 - mmaction - INFO - Epoch [91][580/3757] lr: 1.000e-03, eta: 2 days, 19:20:31, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6609, top5_acc: 0.8305, loss_cls: 1.4961, loss: 2.5115, grad_norm: 8.3103 2021-07-07 05:53:21,622 - mmaction - INFO - Epoch [91][600/3757] lr: 1.000e-03, eta: 2 days, 19:20:09, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0124, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.5019, loss: 2.5143, grad_norm: 8.5221 2021-07-07 05:53:42,767 - mmaction - INFO - Epoch [91][620/3757] lr: 1.000e-03, eta: 2 days, 19:19:47, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.5110, loss: 2.5275, grad_norm: 8.6393 2021-07-07 05:54:03,688 - mmaction - INFO - Epoch [91][640/3757] lr: 1.000e-03, eta: 2 days, 19:19:25, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9960, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4900, loss: 2.4859, grad_norm: 8.3060 2021-07-07 05:54:25,030 - mmaction - INFO - Epoch [91][660/3757] lr: 1.000e-03, eta: 2 days, 19:19:04, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.0243, top1_acc: 0.6266, top5_acc: 0.8234, loss_cls: 1.5370, loss: 2.5613, grad_norm: 8.3153 2021-07-07 05:54:46,269 - mmaction - INFO - Epoch [91][680/3757] lr: 1.000e-03, eta: 2 days, 19:18:42, time: 1.061, data_time: 0.017, memory: 6921, loss_aux: 1.0595, top1_acc: 0.6266, top5_acc: 0.8164, loss_cls: 1.6096, loss: 2.6690, grad_norm: 8.2720 2021-07-07 05:55:07,550 - mmaction - INFO - Epoch [91][700/3757] lr: 1.000e-03, eta: 2 days, 19:18:20, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6266, top5_acc: 0.8344, loss_cls: 1.4872, loss: 2.4899, grad_norm: 8.2782 2021-07-07 05:55:28,634 - mmaction - INFO - Epoch [91][720/3757] lr: 1.000e-03, eta: 2 days, 19:17:58, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0427, top1_acc: 0.6164, top5_acc: 0.8359, loss_cls: 1.5811, loss: 2.6238, grad_norm: 8.6416 2021-07-07 05:55:49,575 - mmaction - INFO - Epoch [91][740/3757] lr: 1.000e-03, eta: 2 days, 19:17:36, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.0847, top1_acc: 0.6305, top5_acc: 0.8063, loss_cls: 1.6139, loss: 2.6986, grad_norm: 8.4539 2021-07-07 05:56:10,960 - mmaction - INFO - Epoch [91][760/3757] lr: 1.000e-03, eta: 2 days, 19:17:15, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0196, top1_acc: 0.6195, top5_acc: 0.8227, loss_cls: 1.5805, loss: 2.6001, grad_norm: 8.3130 2021-07-07 05:56:32,034 - mmaction - INFO - Epoch [91][780/3757] lr: 1.000e-03, eta: 2 days, 19:16:53, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0836, top1_acc: 0.6281, top5_acc: 0.8094, loss_cls: 1.6461, loss: 2.7297, grad_norm: 8.3313 2021-07-07 05:56:53,285 - mmaction - INFO - Epoch [91][800/3757] lr: 1.000e-03, eta: 2 days, 19:16:31, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.0249, top1_acc: 0.6336, top5_acc: 0.8203, loss_cls: 1.5367, loss: 2.5615, grad_norm: 8.3850 2021-07-07 05:57:14,488 - mmaction - INFO - Epoch [91][820/3757] lr: 1.000e-03, eta: 2 days, 19:16:09, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0652, top1_acc: 0.6273, top5_acc: 0.8211, loss_cls: 1.5831, loss: 2.6483, grad_norm: 8.6324 2021-07-07 05:57:35,874 - mmaction - INFO - Epoch [91][840/3757] lr: 1.000e-03, eta: 2 days, 19:15:48, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.4785, loss: 2.4712, grad_norm: 8.2497 2021-07-07 05:57:57,129 - mmaction - INFO - Epoch [91][860/3757] lr: 1.000e-03, eta: 2 days, 19:15:26, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0205, top1_acc: 0.6305, top5_acc: 0.8406, loss_cls: 1.5050, loss: 2.5255, grad_norm: 8.2079 2021-07-07 05:58:18,126 - mmaction - INFO - Epoch [91][880/3757] lr: 1.000e-03, eta: 2 days, 19:15:04, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0999, top1_acc: 0.6016, top5_acc: 0.8031, loss_cls: 1.6939, loss: 2.7938, grad_norm: 8.6665 2021-07-07 05:58:39,341 - mmaction - INFO - Epoch [91][900/3757] lr: 1.000e-03, eta: 2 days, 19:14:42, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9876, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.5068, loss: 2.4945, grad_norm: 8.4402 2021-07-07 05:59:00,398 - mmaction - INFO - Epoch [91][920/3757] lr: 1.000e-03, eta: 2 days, 19:14:20, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0208, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.5023, loss: 2.5230, grad_norm: 8.5381 2021-07-07 05:59:22,340 - mmaction - INFO - Epoch [91][940/3757] lr: 1.000e-03, eta: 2 days, 19:13:59, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 0.9680, top1_acc: 0.6484, top5_acc: 0.8367, loss_cls: 1.4689, loss: 2.4369, grad_norm: 8.2947 2021-07-07 05:59:43,291 - mmaction - INFO - Epoch [91][960/3757] lr: 1.000e-03, eta: 2 days, 19:13:37, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4548, loss: 2.4414, grad_norm: 8.2694 2021-07-07 06:00:05,549 - mmaction - INFO - Epoch [91][980/3757] lr: 1.000e-03, eta: 2 days, 19:13:16, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 1.0690, top1_acc: 0.6195, top5_acc: 0.8297, loss_cls: 1.6062, loss: 2.6752, grad_norm: 8.6568 2021-07-07 06:00:26,326 - mmaction - INFO - Epoch [91][1000/3757] lr: 1.000e-03, eta: 2 days, 19:12:54, time: 1.038, data_time: 0.001, memory: 6921, loss_aux: 1.0840, top1_acc: 0.6125, top5_acc: 0.8187, loss_cls: 1.6387, loss: 2.7227, grad_norm: 8.9561 2021-07-07 06:00:47,322 - mmaction - INFO - Epoch [91][1020/3757] lr: 1.000e-03, eta: 2 days, 19:12:32, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0519, top1_acc: 0.6359, top5_acc: 0.8164, loss_cls: 1.5723, loss: 2.6242, grad_norm: 8.7326 2021-07-07 06:01:08,576 - mmaction - INFO - Epoch [91][1040/3757] lr: 1.000e-03, eta: 2 days, 19:12:10, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0108, top1_acc: 0.6477, top5_acc: 0.8297, loss_cls: 1.5157, loss: 2.5265, grad_norm: 8.2942 2021-07-07 06:01:30,058 - mmaction - INFO - Epoch [91][1060/3757] lr: 1.000e-03, eta: 2 days, 19:11:48, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0672, top1_acc: 0.6328, top5_acc: 0.8141, loss_cls: 1.5657, loss: 2.6329, grad_norm: 8.4791 2021-07-07 06:01:51,047 - mmaction - INFO - Epoch [91][1080/3757] lr: 1.000e-03, eta: 2 days, 19:11:26, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0515, top1_acc: 0.6297, top5_acc: 0.8164, loss_cls: 1.5830, loss: 2.6346, grad_norm: 8.4170 2021-07-07 06:02:12,275 - mmaction - INFO - Epoch [91][1100/3757] lr: 1.000e-03, eta: 2 days, 19:11:05, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0129, top1_acc: 0.6570, top5_acc: 0.8281, loss_cls: 1.5134, loss: 2.5263, grad_norm: 8.1261 2021-07-07 06:02:33,568 - mmaction - INFO - Epoch [91][1120/3757] lr: 1.000e-03, eta: 2 days, 19:10:43, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.5161, loss: 2.5307, grad_norm: 8.4816 2021-07-07 06:02:54,763 - mmaction - INFO - Epoch [91][1140/3757] lr: 1.000e-03, eta: 2 days, 19:10:21, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0821, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.5976, loss: 2.6797, grad_norm: 8.6171 2021-07-07 06:03:15,789 - mmaction - INFO - Epoch [91][1160/3757] lr: 1.000e-03, eta: 2 days, 19:09:59, time: 1.052, data_time: 0.008, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5375, loss: 2.5507, grad_norm: 8.4339 2021-07-07 06:03:37,117 - mmaction - INFO - Epoch [91][1180/3757] lr: 1.000e-03, eta: 2 days, 19:09:37, time: 1.065, data_time: 0.014, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6352, top5_acc: 0.8430, loss_cls: 1.4897, loss: 2.5082, grad_norm: 8.5753 2021-07-07 06:03:58,356 - mmaction - INFO - Epoch [91][1200/3757] lr: 1.000e-03, eta: 2 days, 19:09:16, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 0.9991, top1_acc: 0.6656, top5_acc: 0.8391, loss_cls: 1.4198, loss: 2.4189, grad_norm: 8.1725 2021-07-07 06:04:19,271 - mmaction - INFO - Epoch [91][1220/3757] lr: 1.000e-03, eta: 2 days, 19:08:54, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0587, top1_acc: 0.6344, top5_acc: 0.8195, loss_cls: 1.6025, loss: 2.6612, grad_norm: 8.4872 2021-07-07 06:04:40,301 - mmaction - INFO - Epoch [91][1240/3757] lr: 1.000e-03, eta: 2 days, 19:08:32, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0711, top1_acc: 0.6195, top5_acc: 0.8180, loss_cls: 1.5963, loss: 2.6674, grad_norm: 8.5835 2021-07-07 06:05:01,653 - mmaction - INFO - Epoch [91][1260/3757] lr: 1.000e-03, eta: 2 days, 19:08:10, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0453, top1_acc: 0.6414, top5_acc: 0.8203, loss_cls: 1.5534, loss: 2.5988, grad_norm: 8.3897 2021-07-07 06:05:22,735 - mmaction - INFO - Epoch [91][1280/3757] lr: 1.000e-03, eta: 2 days, 19:07:48, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0452, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.5544, loss: 2.5996, grad_norm: 8.3988 2021-07-07 06:05:44,296 - mmaction - INFO - Epoch [91][1300/3757] lr: 1.000e-03, eta: 2 days, 19:07:27, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.0027, top1_acc: 0.6562, top5_acc: 0.8258, loss_cls: 1.5081, loss: 2.5108, grad_norm: 8.1379 2021-07-07 06:06:05,513 - mmaction - INFO - Epoch [91][1320/3757] lr: 1.000e-03, eta: 2 days, 19:07:05, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6711, top5_acc: 0.8461, loss_cls: 1.4233, loss: 2.3957, grad_norm: 8.1883 2021-07-07 06:06:26,754 - mmaction - INFO - Epoch [91][1340/3757] lr: 1.000e-03, eta: 2 days, 19:06:43, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0664, top1_acc: 0.6195, top5_acc: 0.8187, loss_cls: 1.6338, loss: 2.7001, grad_norm: 8.6442 2021-07-07 06:06:47,722 - mmaction - INFO - Epoch [91][1360/3757] lr: 1.000e-03, eta: 2 days, 19:06:21, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0779, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.6661, loss: 2.7441, grad_norm: 8.5355 2021-07-07 06:07:09,108 - mmaction - INFO - Epoch [91][1380/3757] lr: 1.000e-03, eta: 2 days, 19:05:59, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6273, top5_acc: 0.8313, loss_cls: 1.5259, loss: 2.5612, grad_norm: 8.3475 2021-07-07 06:07:30,418 - mmaction - INFO - Epoch [91][1400/3757] lr: 1.000e-03, eta: 2 days, 19:05:38, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0610, top1_acc: 0.6312, top5_acc: 0.8125, loss_cls: 1.5907, loss: 2.6517, grad_norm: 8.5629 2021-07-07 06:07:51,553 - mmaction - INFO - Epoch [91][1420/3757] lr: 1.000e-03, eta: 2 days, 19:05:16, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6477, top5_acc: 0.8234, loss_cls: 1.5177, loss: 2.5448, grad_norm: 8.2316 2021-07-07 06:08:12,865 - mmaction - INFO - Epoch [91][1440/3757] lr: 1.000e-03, eta: 2 days, 19:04:54, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.0501, top1_acc: 0.6133, top5_acc: 0.8125, loss_cls: 1.6021, loss: 2.6522, grad_norm: 8.5985 2021-07-07 06:08:33,897 - mmaction - INFO - Epoch [91][1460/3757] lr: 1.000e-03, eta: 2 days, 19:04:32, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0441, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5592, loss: 2.6033, grad_norm: 8.3536 2021-07-07 06:08:55,156 - mmaction - INFO - Epoch [91][1480/3757] lr: 1.000e-03, eta: 2 days, 19:04:10, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0471, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5401, loss: 2.5873, grad_norm: 8.4174 2021-07-07 06:09:16,379 - mmaction - INFO - Epoch [91][1500/3757] lr: 1.000e-03, eta: 2 days, 19:03:49, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0358, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.5299, loss: 2.5657, grad_norm: 8.5482 2021-07-07 06:09:38,399 - mmaction - INFO - Epoch [91][1520/3757] lr: 1.000e-03, eta: 2 days, 19:03:27, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.0603, top1_acc: 0.6141, top5_acc: 0.8250, loss_cls: 1.5590, loss: 2.6193, grad_norm: 8.3463 2021-07-07 06:09:59,406 - mmaction - INFO - Epoch [91][1540/3757] lr: 1.000e-03, eta: 2 days, 19:03:05, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0177, top1_acc: 0.6477, top5_acc: 0.8211, loss_cls: 1.5057, loss: 2.5234, grad_norm: 8.3075 2021-07-07 06:10:20,608 - mmaction - INFO - Epoch [91][1560/3757] lr: 1.000e-03, eta: 2 days, 19:02:44, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6352, top5_acc: 0.8109, loss_cls: 1.6096, loss: 2.6738, grad_norm: 8.4838 2021-07-07 06:10:41,896 - mmaction - INFO - Epoch [91][1580/3757] lr: 1.000e-03, eta: 2 days, 19:02:22, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6352, top5_acc: 0.8250, loss_cls: 1.5506, loss: 2.5836, grad_norm: 8.3761 2021-07-07 06:11:03,127 - mmaction - INFO - Epoch [91][1600/3757] lr: 1.000e-03, eta: 2 days, 19:02:00, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9824, top1_acc: 0.6625, top5_acc: 0.8398, loss_cls: 1.4546, loss: 2.4370, grad_norm: 8.2343 2021-07-07 06:11:25,019 - mmaction - INFO - Epoch [91][1620/3757] lr: 1.000e-03, eta: 2 days, 19:01:39, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 0.9979, top1_acc: 0.6633, top5_acc: 0.8367, loss_cls: 1.4706, loss: 2.4685, grad_norm: 8.2312 2021-07-07 06:11:46,168 - mmaction - INFO - Epoch [91][1640/3757] lr: 1.000e-03, eta: 2 days, 19:01:17, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0127, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5429, loss: 2.5556, grad_norm: 8.4223 2021-07-07 06:12:07,369 - mmaction - INFO - Epoch [91][1660/3757] lr: 1.000e-03, eta: 2 days, 19:00:55, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0776, top1_acc: 0.6117, top5_acc: 0.8070, loss_cls: 1.6137, loss: 2.6913, grad_norm: 8.8227 2021-07-07 06:12:28,217 - mmaction - INFO - Epoch [91][1680/3757] lr: 1.000e-03, eta: 2 days, 19:00:33, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0595, top1_acc: 0.6250, top5_acc: 0.8156, loss_cls: 1.6251, loss: 2.6846, grad_norm: 8.7240 2021-07-07 06:12:49,099 - mmaction - INFO - Epoch [91][1700/3757] lr: 1.000e-03, eta: 2 days, 19:00:11, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.0212, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5273, loss: 2.5485, grad_norm: 8.5111 2021-07-07 06:13:10,450 - mmaction - INFO - Epoch [91][1720/3757] lr: 1.000e-03, eta: 2 days, 18:59:49, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0577, top1_acc: 0.6133, top5_acc: 0.8187, loss_cls: 1.6312, loss: 2.6889, grad_norm: 8.6363 2021-07-07 06:13:31,709 - mmaction - INFO - Epoch [91][1740/3757] lr: 1.000e-03, eta: 2 days, 18:59:28, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0387, top1_acc: 0.6250, top5_acc: 0.8305, loss_cls: 1.5534, loss: 2.5921, grad_norm: 8.6345 2021-07-07 06:13:52,853 - mmaction - INFO - Epoch [91][1760/3757] lr: 1.000e-03, eta: 2 days, 18:59:06, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5310, loss: 2.5454, grad_norm: 8.1744 2021-07-07 06:14:14,135 - mmaction - INFO - Epoch [91][1780/3757] lr: 1.000e-03, eta: 2 days, 18:58:44, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0364, top1_acc: 0.6391, top5_acc: 0.8242, loss_cls: 1.5383, loss: 2.5747, grad_norm: 8.1765 2021-07-07 06:14:35,480 - mmaction - INFO - Epoch [91][1800/3757] lr: 1.000e-03, eta: 2 days, 18:58:22, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0055, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4562, loss: 2.4617, grad_norm: 8.1351 2021-07-07 06:14:57,036 - mmaction - INFO - Epoch [91][1820/3757] lr: 1.000e-03, eta: 2 days, 18:58:01, time: 1.080, data_time: 0.035, memory: 6921, loss_aux: 1.0260, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5342, loss: 2.5603, grad_norm: 8.2654 2021-07-07 06:15:18,232 - mmaction - INFO - Epoch [91][1840/3757] lr: 1.000e-03, eta: 2 days, 18:57:39, time: 1.058, data_time: 0.014, memory: 6921, loss_aux: 1.0195, top1_acc: 0.6422, top5_acc: 0.8273, loss_cls: 1.5367, loss: 2.5562, grad_norm: 8.1847 2021-07-07 06:15:40,045 - mmaction - INFO - Epoch [91][1860/3757] lr: 1.000e-03, eta: 2 days, 18:57:17, time: 1.091, data_time: 0.028, memory: 6921, loss_aux: 0.9599, top1_acc: 0.6570, top5_acc: 0.8367, loss_cls: 1.4464, loss: 2.4063, grad_norm: 8.3126 2021-07-07 06:16:01,035 - mmaction - INFO - Epoch [91][1880/3757] lr: 1.000e-03, eta: 2 days, 18:56:56, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0257, top1_acc: 0.6492, top5_acc: 0.8352, loss_cls: 1.5105, loss: 2.5362, grad_norm: 8.1754 2021-07-07 06:16:22,110 - mmaction - INFO - Epoch [91][1900/3757] lr: 1.000e-03, eta: 2 days, 18:56:34, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9522, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.3842, loss: 2.3364, grad_norm: 8.0229 2021-07-07 06:16:43,227 - mmaction - INFO - Epoch [91][1920/3757] lr: 1.000e-03, eta: 2 days, 18:56:12, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0232, top1_acc: 0.6281, top5_acc: 0.8141, loss_cls: 1.5564, loss: 2.5796, grad_norm: 8.5335 2021-07-07 06:17:04,382 - mmaction - INFO - Epoch [91][1940/3757] lr: 1.000e-03, eta: 2 days, 18:55:50, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0768, top1_acc: 0.6094, top5_acc: 0.8063, loss_cls: 1.6606, loss: 2.7374, grad_norm: 8.6720 2021-07-07 06:17:25,373 - mmaction - INFO - Epoch [91][1960/3757] lr: 1.000e-03, eta: 2 days, 18:55:28, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0014, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5186, loss: 2.5201, grad_norm: 8.5301 2021-07-07 06:17:46,979 - mmaction - INFO - Epoch [91][1980/3757] lr: 1.000e-03, eta: 2 days, 18:55:06, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.0327, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5465, loss: 2.5792, grad_norm: 8.6263 2021-07-07 06:18:08,105 - mmaction - INFO - Epoch [91][2000/3757] lr: 1.000e-03, eta: 2 days, 18:54:45, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0552, top1_acc: 0.6289, top5_acc: 0.8141, loss_cls: 1.6244, loss: 2.6796, grad_norm: 8.5865 2021-07-07 06:18:30,405 - mmaction - INFO - Epoch [91][2020/3757] lr: 1.000e-03, eta: 2 days, 18:54:24, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 1.0429, top1_acc: 0.6273, top5_acc: 0.8141, loss_cls: 1.6042, loss: 2.6472, grad_norm: 8.5674 2021-07-07 06:18:51,506 - mmaction - INFO - Epoch [91][2040/3757] lr: 1.000e-03, eta: 2 days, 18:54:02, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0081, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.5232, loss: 2.5313, grad_norm: 8.6856 2021-07-07 06:19:12,399 - mmaction - INFO - Epoch [91][2060/3757] lr: 1.000e-03, eta: 2 days, 18:53:40, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.0455, top1_acc: 0.6195, top5_acc: 0.8156, loss_cls: 1.6263, loss: 2.6719, grad_norm: 8.5417 2021-07-07 06:19:33,656 - mmaction - INFO - Epoch [91][2080/3757] lr: 1.000e-03, eta: 2 days, 18:53:18, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0470, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5490, loss: 2.5960, grad_norm: 8.4145 2021-07-07 06:19:55,127 - mmaction - INFO - Epoch [91][2100/3757] lr: 1.000e-03, eta: 2 days, 18:52:56, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0457, top1_acc: 0.6320, top5_acc: 0.8352, loss_cls: 1.5428, loss: 2.5885, grad_norm: 8.3747 2021-07-07 06:20:15,990 - mmaction - INFO - Epoch [91][2120/3757] lr: 1.000e-03, eta: 2 days, 18:52:34, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.0502, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.5385, loss: 2.5887, grad_norm: 8.5377 2021-07-07 06:20:37,087 - mmaction - INFO - Epoch [91][2140/3757] lr: 1.000e-03, eta: 2 days, 18:52:12, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0597, top1_acc: 0.6258, top5_acc: 0.8219, loss_cls: 1.6063, loss: 2.6661, grad_norm: 8.5950 2021-07-07 06:20:58,388 - mmaction - INFO - Epoch [91][2160/3757] lr: 1.000e-03, eta: 2 days, 18:51:51, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0640, top1_acc: 0.6344, top5_acc: 0.8125, loss_cls: 1.5910, loss: 2.6550, grad_norm: 8.3623 2021-07-07 06:21:19,596 - mmaction - INFO - Epoch [91][2180/3757] lr: 1.000e-03, eta: 2 days, 18:51:29, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9979, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4531, loss: 2.4510, grad_norm: 8.2894 2021-07-07 06:21:40,628 - mmaction - INFO - Epoch [91][2200/3757] lr: 1.000e-03, eta: 2 days, 18:51:07, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9885, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.4376, loss: 2.4261, grad_norm: 8.5608 2021-07-07 06:22:02,096 - mmaction - INFO - Epoch [91][2220/3757] lr: 1.000e-03, eta: 2 days, 18:50:45, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.0188, top1_acc: 0.6305, top5_acc: 0.8234, loss_cls: 1.5198, loss: 2.5387, grad_norm: 8.4507 2021-07-07 06:22:23,138 - mmaction - INFO - Epoch [91][2240/3757] lr: 1.000e-03, eta: 2 days, 18:50:23, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0164, top1_acc: 0.6398, top5_acc: 0.8438, loss_cls: 1.5134, loss: 2.5298, grad_norm: 8.3844 2021-07-07 06:22:44,258 - mmaction - INFO - Epoch [91][2260/3757] lr: 1.000e-03, eta: 2 days, 18:50:02, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9978, top1_acc: 0.6500, top5_acc: 0.8328, loss_cls: 1.4895, loss: 2.4873, grad_norm: 8.1189 2021-07-07 06:23:05,481 - mmaction - INFO - Epoch [91][2280/3757] lr: 1.000e-03, eta: 2 days, 18:49:40, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0657, top1_acc: 0.6273, top5_acc: 0.8156, loss_cls: 1.6247, loss: 2.6905, grad_norm: 8.5555 2021-07-07 06:23:26,750 - mmaction - INFO - Epoch [91][2300/3757] lr: 1.000e-03, eta: 2 days, 18:49:18, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0732, top1_acc: 0.6125, top5_acc: 0.8086, loss_cls: 1.6743, loss: 2.7475, grad_norm: 8.6924 2021-07-07 06:23:48,228 - mmaction - INFO - Epoch [91][2320/3757] lr: 1.000e-03, eta: 2 days, 18:48:56, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 0.9767, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4071, loss: 2.3839, grad_norm: 8.1931 2021-07-07 06:24:09,943 - mmaction - INFO - Epoch [91][2340/3757] lr: 1.000e-03, eta: 2 days, 18:48:35, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.0707, top1_acc: 0.6344, top5_acc: 0.8211, loss_cls: 1.6071, loss: 2.6778, grad_norm: 8.6814 2021-07-07 06:24:30,946 - mmaction - INFO - Epoch [91][2360/3757] lr: 1.000e-03, eta: 2 days, 18:48:13, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0378, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.5069, loss: 2.5447, grad_norm: 8.2177 2021-07-07 06:24:51,880 - mmaction - INFO - Epoch [91][2380/3757] lr: 1.000e-03, eta: 2 days, 18:47:51, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.5150, loss: 2.5181, grad_norm: 8.4145 2021-07-07 06:25:13,023 - mmaction - INFO - Epoch [91][2400/3757] lr: 1.000e-03, eta: 2 days, 18:47:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0210, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.4926, loss: 2.5136, grad_norm: 8.5643 2021-07-07 06:25:33,997 - mmaction - INFO - Epoch [91][2420/3757] lr: 1.000e-03, eta: 2 days, 18:47:07, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0436, top1_acc: 0.6352, top5_acc: 0.8258, loss_cls: 1.5751, loss: 2.6186, grad_norm: 8.8086 2021-07-07 06:25:55,277 - mmaction - INFO - Epoch [91][2440/3757] lr: 1.000e-03, eta: 2 days, 18:46:45, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0298, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4833, loss: 2.5132, grad_norm: 8.5113 2021-07-07 06:26:16,345 - mmaction - INFO - Epoch [91][2460/3757] lr: 1.000e-03, eta: 2 days, 18:46:24, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0720, top1_acc: 0.6234, top5_acc: 0.8187, loss_cls: 1.6228, loss: 2.6947, grad_norm: 8.8344 2021-07-07 06:26:38,117 - mmaction - INFO - Epoch [91][2480/3757] lr: 1.000e-03, eta: 2 days, 18:46:02, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6367, top5_acc: 0.8242, loss_cls: 1.5138, loss: 2.5602, grad_norm: 8.2663 2021-07-07 06:26:59,180 - mmaction - INFO - Epoch [91][2500/3757] lr: 1.000e-03, eta: 2 days, 18:45:40, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.0325, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5715, loss: 2.6040, grad_norm: 8.5953 2021-07-07 06:27:20,726 - mmaction - INFO - Epoch [91][2520/3757] lr: 1.000e-03, eta: 2 days, 18:45:19, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4676, loss: 2.4479, grad_norm: 8.3219 2021-07-07 06:27:41,847 - mmaction - INFO - Epoch [91][2540/3757] lr: 1.000e-03, eta: 2 days, 18:44:57, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0399, top1_acc: 0.6430, top5_acc: 0.8250, loss_cls: 1.5526, loss: 2.5924, grad_norm: 8.5983 2021-07-07 06:28:03,378 - mmaction - INFO - Epoch [91][2560/3757] lr: 1.000e-03, eta: 2 days, 18:44:35, time: 1.077, data_time: 0.021, memory: 6921, loss_aux: 1.0429, top1_acc: 0.6289, top5_acc: 0.8320, loss_cls: 1.5543, loss: 2.5973, grad_norm: 8.4289 2021-07-07 06:28:24,377 - mmaction - INFO - Epoch [91][2580/3757] lr: 1.000e-03, eta: 2 days, 18:44:13, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0288, top1_acc: 0.6305, top5_acc: 0.8336, loss_cls: 1.5278, loss: 2.5566, grad_norm: 8.3014 2021-07-07 06:28:45,862 - mmaction - INFO - Epoch [91][2600/3757] lr: 1.000e-03, eta: 2 days, 18:43:52, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0323, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5779, loss: 2.6102, grad_norm: 8.5427 2021-07-07 06:29:06,890 - mmaction - INFO - Epoch [91][2620/3757] lr: 1.000e-03, eta: 2 days, 18:43:30, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9871, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4805, loss: 2.4676, grad_norm: 8.3907 2021-07-07 06:29:28,101 - mmaction - INFO - Epoch [91][2640/3757] lr: 1.000e-03, eta: 2 days, 18:43:08, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0511, top1_acc: 0.6359, top5_acc: 0.8211, loss_cls: 1.5893, loss: 2.6404, grad_norm: 8.4127 2021-07-07 06:29:49,155 - mmaction - INFO - Epoch [91][2660/3757] lr: 1.000e-03, eta: 2 days, 18:42:46, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0421, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.6107, loss: 2.6527, grad_norm: 8.6914 2021-07-07 06:30:11,001 - mmaction - INFO - Epoch [91][2680/3757] lr: 1.000e-03, eta: 2 days, 18:42:25, time: 1.094, data_time: 0.046, memory: 6921, loss_aux: 0.9996, top1_acc: 0.6391, top5_acc: 0.8336, loss_cls: 1.5075, loss: 2.5071, grad_norm: 8.3528 2021-07-07 06:30:32,191 - mmaction - INFO - Epoch [91][2700/3757] lr: 1.000e-03, eta: 2 days, 18:42:03, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0263, top1_acc: 0.6453, top5_acc: 0.8281, loss_cls: 1.4957, loss: 2.5220, grad_norm: 8.3015 2021-07-07 06:30:53,095 - mmaction - INFO - Epoch [91][2720/3757] lr: 1.000e-03, eta: 2 days, 18:41:41, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0104, top1_acc: 0.6492, top5_acc: 0.8313, loss_cls: 1.5124, loss: 2.5228, grad_norm: 8.4474 2021-07-07 06:31:14,249 - mmaction - INFO - Epoch [91][2740/3757] lr: 1.000e-03, eta: 2 days, 18:41:19, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9547, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4469, loss: 2.4016, grad_norm: 8.1043 2021-07-07 06:31:35,340 - mmaction - INFO - Epoch [91][2760/3757] lr: 1.000e-03, eta: 2 days, 18:40:57, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0537, top1_acc: 0.6156, top5_acc: 0.8141, loss_cls: 1.6112, loss: 2.6649, grad_norm: 8.6890 2021-07-07 06:31:56,350 - mmaction - INFO - Epoch [91][2780/3757] lr: 1.000e-03, eta: 2 days, 18:40:35, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6617, top5_acc: 0.8617, loss_cls: 1.3852, loss: 2.3653, grad_norm: 8.2361 2021-07-07 06:32:17,441 - mmaction - INFO - Epoch [91][2800/3757] lr: 1.000e-03, eta: 2 days, 18:40:13, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4558, loss: 2.4470, grad_norm: 8.4555 2021-07-07 06:32:38,629 - mmaction - INFO - Epoch [91][2820/3757] lr: 1.000e-03, eta: 2 days, 18:39:52, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0528, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5473, loss: 2.6001, grad_norm: 8.5853 2021-07-07 06:32:59,647 - mmaction - INFO - Epoch [91][2840/3757] lr: 1.000e-03, eta: 2 days, 18:39:30, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0657, top1_acc: 0.6328, top5_acc: 0.8125, loss_cls: 1.5674, loss: 2.6331, grad_norm: 8.6535 2021-07-07 06:33:20,674 - mmaction - INFO - Epoch [91][2860/3757] lr: 1.000e-03, eta: 2 days, 18:39:08, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.0479, top1_acc: 0.6305, top5_acc: 0.8187, loss_cls: 1.5658, loss: 2.6137, grad_norm: 8.6281 2021-07-07 06:33:41,653 - mmaction - INFO - Epoch [91][2880/3757] lr: 1.000e-03, eta: 2 days, 18:38:46, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0919, top1_acc: 0.6141, top5_acc: 0.8047, loss_cls: 1.6564, loss: 2.7483, grad_norm: 8.6118 2021-07-07 06:34:02,789 - mmaction - INFO - Epoch [91][2900/3757] lr: 1.000e-03, eta: 2 days, 18:38:24, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0505, top1_acc: 0.6188, top5_acc: 0.8203, loss_cls: 1.5987, loss: 2.6491, grad_norm: 8.6917 2021-07-07 06:34:23,982 - mmaction - INFO - Epoch [91][2920/3757] lr: 1.000e-03, eta: 2 days, 18:38:02, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0427, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5013, loss: 2.5440, grad_norm: 8.7777 2021-07-07 06:34:45,458 - mmaction - INFO - Epoch [91][2940/3757] lr: 1.000e-03, eta: 2 days, 18:37:41, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.0888, top1_acc: 0.6172, top5_acc: 0.8102, loss_cls: 1.6600, loss: 2.7488, grad_norm: 8.8117 2021-07-07 06:35:07,144 - mmaction - INFO - Epoch [91][2960/3757] lr: 1.000e-03, eta: 2 days, 18:37:19, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 1.0515, top1_acc: 0.6195, top5_acc: 0.8109, loss_cls: 1.6229, loss: 2.6744, grad_norm: 8.6215 2021-07-07 06:35:28,139 - mmaction - INFO - Epoch [91][2980/3757] lr: 1.000e-03, eta: 2 days, 18:36:57, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0157, top1_acc: 0.6484, top5_acc: 0.8313, loss_cls: 1.4967, loss: 2.5125, grad_norm: 8.3447 2021-07-07 06:35:49,200 - mmaction - INFO - Epoch [91][3000/3757] lr: 1.000e-03, eta: 2 days, 18:36:35, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.0896, top1_acc: 0.6164, top5_acc: 0.8070, loss_cls: 1.6180, loss: 2.7076, grad_norm: 8.4931 2021-07-07 06:36:10,596 - mmaction - INFO - Epoch [91][3020/3757] lr: 1.000e-03, eta: 2 days, 18:36:14, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0459, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5712, loss: 2.6171, grad_norm: 8.7506 2021-07-07 06:36:32,355 - mmaction - INFO - Epoch [91][3040/3757] lr: 1.000e-03, eta: 2 days, 18:35:52, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.0691, top1_acc: 0.6164, top5_acc: 0.8187, loss_cls: 1.5993, loss: 2.6684, grad_norm: 8.6530 2021-07-07 06:36:53,575 - mmaction - INFO - Epoch [91][3060/3757] lr: 1.000e-03, eta: 2 days, 18:35:30, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0039, top1_acc: 0.6359, top5_acc: 0.8227, loss_cls: 1.5521, loss: 2.5560, grad_norm: 8.7223 2021-07-07 06:37:14,871 - mmaction - INFO - Epoch [91][3080/3757] lr: 1.000e-03, eta: 2 days, 18:35:09, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.0386, top1_acc: 0.6438, top5_acc: 0.8211, loss_cls: 1.5289, loss: 2.5675, grad_norm: 8.4406 2021-07-07 06:37:36,434 - mmaction - INFO - Epoch [91][3100/3757] lr: 1.000e-03, eta: 2 days, 18:34:47, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.0247, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.5560, loss: 2.5807, grad_norm: 8.4566 2021-07-07 06:37:57,352 - mmaction - INFO - Epoch [91][3120/3757] lr: 1.000e-03, eta: 2 days, 18:34:25, time: 1.046, data_time: 0.006, memory: 6921, loss_aux: 1.0700, top1_acc: 0.6156, top5_acc: 0.7961, loss_cls: 1.6187, loss: 2.6888, grad_norm: 8.3200 2021-07-07 06:38:18,469 - mmaction - INFO - Epoch [91][3140/3757] lr: 1.000e-03, eta: 2 days, 18:34:03, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0698, top1_acc: 0.6188, top5_acc: 0.8109, loss_cls: 1.6377, loss: 2.7075, grad_norm: 8.6188 2021-07-07 06:38:39,757 - mmaction - INFO - Epoch [91][3160/3757] lr: 1.000e-03, eta: 2 days, 18:33:42, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0239, top1_acc: 0.6367, top5_acc: 0.8172, loss_cls: 1.5817, loss: 2.6056, grad_norm: 8.4391 2021-07-07 06:39:01,028 - mmaction - INFO - Epoch [91][3180/3757] lr: 1.000e-03, eta: 2 days, 18:33:20, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0597, top1_acc: 0.6023, top5_acc: 0.8063, loss_cls: 1.6458, loss: 2.7055, grad_norm: 8.7679 2021-07-07 06:39:22,458 - mmaction - INFO - Epoch [91][3200/3757] lr: 1.000e-03, eta: 2 days, 18:32:58, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0439, top1_acc: 0.6297, top5_acc: 0.8195, loss_cls: 1.5860, loss: 2.6299, grad_norm: 8.7433 2021-07-07 06:39:43,486 - mmaction - INFO - Epoch [91][3220/3757] lr: 1.000e-03, eta: 2 days, 18:32:36, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0677, top1_acc: 0.6141, top5_acc: 0.8250, loss_cls: 1.6203, loss: 2.6881, grad_norm: 8.4536 2021-07-07 06:40:04,417 - mmaction - INFO - Epoch [91][3240/3757] lr: 1.000e-03, eta: 2 days, 18:32:14, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0459, top1_acc: 0.6328, top5_acc: 0.8133, loss_cls: 1.5877, loss: 2.6337, grad_norm: 8.5188 2021-07-07 06:40:25,658 - mmaction - INFO - Epoch [91][3260/3757] lr: 1.000e-03, eta: 2 days, 18:31:52, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6328, top5_acc: 0.8117, loss_cls: 1.5864, loss: 2.6384, grad_norm: 8.5689 2021-07-07 06:40:46,733 - mmaction - INFO - Epoch [91][3280/3757] lr: 1.000e-03, eta: 2 days, 18:31:31, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6273, top5_acc: 0.8359, loss_cls: 1.5211, loss: 2.5403, grad_norm: 8.3176 2021-07-07 06:41:07,915 - mmaction - INFO - Epoch [91][3300/3757] lr: 1.000e-03, eta: 2 days, 18:31:09, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6227, top5_acc: 0.8078, loss_cls: 1.5618, loss: 2.6100, grad_norm: 8.3706 2021-07-07 06:41:29,293 - mmaction - INFO - Epoch [91][3320/3757] lr: 1.000e-03, eta: 2 days, 18:30:47, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0683, top1_acc: 0.6273, top5_acc: 0.8203, loss_cls: 1.5850, loss: 2.6533, grad_norm: 8.3920 2021-07-07 06:41:50,587 - mmaction - INFO - Epoch [91][3340/3757] lr: 1.000e-03, eta: 2 days, 18:30:25, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9946, top1_acc: 0.6562, top5_acc: 0.8344, loss_cls: 1.4531, loss: 2.4477, grad_norm: 8.4005 2021-07-07 06:42:11,987 - mmaction - INFO - Epoch [91][3360/3757] lr: 1.000e-03, eta: 2 days, 18:30:04, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4823, loss: 2.4918, grad_norm: 8.2363 2021-07-07 06:42:33,358 - mmaction - INFO - Epoch [91][3380/3757] lr: 1.000e-03, eta: 2 days, 18:29:42, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0191, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5462, loss: 2.5652, grad_norm: 8.8073 2021-07-07 06:42:54,584 - mmaction - INFO - Epoch [91][3400/3757] lr: 1.000e-03, eta: 2 days, 18:29:20, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0772, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.5792, loss: 2.6563, grad_norm: 8.5480 2021-07-07 06:43:15,571 - mmaction - INFO - Epoch [91][3420/3757] lr: 1.000e-03, eta: 2 days, 18:28:58, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0291, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5493, loss: 2.5784, grad_norm: 8.7505 2021-07-07 06:43:36,929 - mmaction - INFO - Epoch [91][3440/3757] lr: 1.000e-03, eta: 2 days, 18:28:37, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.0389, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.5405, loss: 2.5795, grad_norm: 8.5555 2021-07-07 06:43:57,945 - mmaction - INFO - Epoch [91][3460/3757] lr: 1.000e-03, eta: 2 days, 18:28:15, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0414, top1_acc: 0.6305, top5_acc: 0.8172, loss_cls: 1.5905, loss: 2.6320, grad_norm: 8.4878 2021-07-07 06:44:19,241 - mmaction - INFO - Epoch [91][3480/3757] lr: 1.000e-03, eta: 2 days, 18:27:53, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6250, top5_acc: 0.8273, loss_cls: 1.5577, loss: 2.5948, grad_norm: 8.4167 2021-07-07 06:44:40,202 - mmaction - INFO - Epoch [91][3500/3757] lr: 1.000e-03, eta: 2 days, 18:27:31, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0633, top1_acc: 0.6133, top5_acc: 0.8172, loss_cls: 1.6020, loss: 2.6653, grad_norm: 8.4069 2021-07-07 06:45:01,833 - mmaction - INFO - Epoch [91][3520/3757] lr: 1.000e-03, eta: 2 days, 18:27:09, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.1009, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6739, loss: 2.7748, grad_norm: 9.0291 2021-07-07 06:45:23,167 - mmaction - INFO - Epoch [91][3540/3757] lr: 1.000e-03, eta: 2 days, 18:26:48, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0463, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5475, loss: 2.5938, grad_norm: 8.4272 2021-07-07 06:45:44,251 - mmaction - INFO - Epoch [91][3560/3757] lr: 1.000e-03, eta: 2 days, 18:26:26, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0211, top1_acc: 0.6430, top5_acc: 0.8297, loss_cls: 1.5077, loss: 2.5288, grad_norm: 8.3290 2021-07-07 06:46:05,746 - mmaction - INFO - Epoch [91][3580/3757] lr: 1.000e-03, eta: 2 days, 18:26:04, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0368, top1_acc: 0.6273, top5_acc: 0.8367, loss_cls: 1.5348, loss: 2.5716, grad_norm: 8.4304 2021-07-07 06:46:27,148 - mmaction - INFO - Epoch [91][3600/3757] lr: 1.000e-03, eta: 2 days, 18:25:43, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4367, loss: 2.4481, grad_norm: 8.1087 2021-07-07 06:46:48,487 - mmaction - INFO - Epoch [91][3620/3757] lr: 1.000e-03, eta: 2 days, 18:25:21, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0482, top1_acc: 0.6242, top5_acc: 0.8180, loss_cls: 1.5786, loss: 2.6267, grad_norm: 8.7707 2021-07-07 06:47:10,274 - mmaction - INFO - Epoch [91][3640/3757] lr: 1.000e-03, eta: 2 days, 18:25:00, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.0742, top1_acc: 0.6352, top5_acc: 0.8125, loss_cls: 1.5495, loss: 2.6237, grad_norm: 8.3850 2021-07-07 06:47:31,350 - mmaction - INFO - Epoch [91][3660/3757] lr: 1.000e-03, eta: 2 days, 18:24:38, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0194, top1_acc: 0.6492, top5_acc: 0.8172, loss_cls: 1.5405, loss: 2.5599, grad_norm: 8.4737 2021-07-07 06:47:52,756 - mmaction - INFO - Epoch [91][3680/3757] lr: 1.000e-03, eta: 2 days, 18:24:16, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.0420, top1_acc: 0.6430, top5_acc: 0.8273, loss_cls: 1.5276, loss: 2.5696, grad_norm: 8.3196 2021-07-07 06:48:13,660 - mmaction - INFO - Epoch [91][3700/3757] lr: 1.000e-03, eta: 2 days, 18:23:54, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0431, top1_acc: 0.6344, top5_acc: 0.8242, loss_cls: 1.5476, loss: 2.5907, grad_norm: 8.6150 2021-07-07 06:48:35,422 - mmaction - INFO - Epoch [91][3720/3757] lr: 1.000e-03, eta: 2 days, 18:23:33, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.0593, top1_acc: 0.6375, top5_acc: 0.8109, loss_cls: 1.5761, loss: 2.6354, grad_norm: 8.4399 2021-07-07 06:48:56,507 - mmaction - INFO - Epoch [91][3740/3757] lr: 1.000e-03, eta: 2 days, 18:23:11, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0190, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4957, loss: 2.5147, grad_norm: 8.4919 2021-07-07 06:49:14,864 - mmaction - INFO - Saving checkpoint at 91 epochs 2021-07-07 06:50:17,770 - mmaction - INFO - Epoch [92][20/3757] lr: 1.000e-03, eta: 2 days, 18:22:45, time: 3.070, data_time: 1.976, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6602, top5_acc: 0.8352, loss_cls: 1.4480, loss: 2.4432, grad_norm: 8.0216 2021-07-07 06:50:39,245 - mmaction - INFO - Epoch [92][40/3757] lr: 1.000e-03, eta: 2 days, 18:22:23, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.0218, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5192, loss: 2.5410, grad_norm: 8.2272 2021-07-07 06:51:01,987 - mmaction - INFO - Epoch [92][60/3757] lr: 1.000e-03, eta: 2 days, 18:22:02, time: 1.138, data_time: 0.003, memory: 6921, loss_aux: 1.0373, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.5582, loss: 2.5955, grad_norm: 8.5617 2021-07-07 06:51:23,130 - mmaction - INFO - Epoch [92][80/3757] lr: 1.000e-03, eta: 2 days, 18:21:40, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0669, top1_acc: 0.6445, top5_acc: 0.8242, loss_cls: 1.5582, loss: 2.6251, grad_norm: 8.4729 2021-07-07 06:51:44,239 - mmaction - INFO - Epoch [92][100/3757] lr: 1.000e-03, eta: 2 days, 18:21:19, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6469, top5_acc: 0.8266, loss_cls: 1.4911, loss: 2.4899, grad_norm: 8.1898 2021-07-07 06:52:06,622 - mmaction - INFO - Epoch [92][120/3757] lr: 1.000e-03, eta: 2 days, 18:20:58, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5056, loss: 2.4992, grad_norm: 8.4694 2021-07-07 06:52:27,915 - mmaction - INFO - Epoch [92][140/3757] lr: 1.000e-03, eta: 2 days, 18:20:36, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0248, top1_acc: 0.6305, top5_acc: 0.8328, loss_cls: 1.5231, loss: 2.5479, grad_norm: 8.6266 2021-07-07 06:52:50,044 - mmaction - INFO - Epoch [92][160/3757] lr: 1.000e-03, eta: 2 days, 18:20:15, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.0750, top1_acc: 0.6266, top5_acc: 0.8133, loss_cls: 1.6392, loss: 2.7143, grad_norm: 8.6074 2021-07-07 06:53:10,968 - mmaction - INFO - Epoch [92][180/3757] lr: 1.000e-03, eta: 2 days, 18:19:53, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0196, top1_acc: 0.6281, top5_acc: 0.8187, loss_cls: 1.5682, loss: 2.5878, grad_norm: 8.2635 2021-07-07 06:53:32,214 - mmaction - INFO - Epoch [92][200/3757] lr: 1.000e-03, eta: 2 days, 18:19:31, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0108, top1_acc: 0.6492, top5_acc: 0.8430, loss_cls: 1.4934, loss: 2.5042, grad_norm: 8.2760 2021-07-07 06:53:53,494 - mmaction - INFO - Epoch [92][220/3757] lr: 1.000e-03, eta: 2 days, 18:19:09, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0480, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.5565, loss: 2.6045, grad_norm: 8.2313 2021-07-07 06:54:15,355 - mmaction - INFO - Epoch [92][240/3757] lr: 1.000e-03, eta: 2 days, 18:18:48, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.0572, top1_acc: 0.6312, top5_acc: 0.8211, loss_cls: 1.5830, loss: 2.6402, grad_norm: 8.3845 2021-07-07 06:54:36,473 - mmaction - INFO - Epoch [92][260/3757] lr: 1.000e-03, eta: 2 days, 18:18:26, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0021, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.5000, loss: 2.5021, grad_norm: 8.2506 2021-07-07 06:54:57,745 - mmaction - INFO - Epoch [92][280/3757] lr: 1.000e-03, eta: 2 days, 18:18:04, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0465, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5407, loss: 2.5872, grad_norm: 8.1844 2021-07-07 06:55:19,211 - mmaction - INFO - Epoch [92][300/3757] lr: 1.000e-03, eta: 2 days, 18:17:43, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0301, top1_acc: 0.6367, top5_acc: 0.8234, loss_cls: 1.5709, loss: 2.6010, grad_norm: 8.4550 2021-07-07 06:55:40,338 - mmaction - INFO - Epoch [92][320/3757] lr: 1.000e-03, eta: 2 days, 18:17:21, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6555, top5_acc: 0.8336, loss_cls: 1.4649, loss: 2.4521, grad_norm: 8.1965 2021-07-07 06:56:01,656 - mmaction - INFO - Epoch [92][340/3757] lr: 1.000e-03, eta: 2 days, 18:16:59, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0383, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5601, loss: 2.5984, grad_norm: 8.5899 2021-07-07 06:56:23,779 - mmaction - INFO - Epoch [92][360/3757] lr: 1.000e-03, eta: 2 days, 18:16:38, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.0086, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.5021, loss: 2.5107, grad_norm: 8.4218 2021-07-07 06:56:44,776 - mmaction - INFO - Epoch [92][380/3757] lr: 1.000e-03, eta: 2 days, 18:16:16, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0368, top1_acc: 0.6336, top5_acc: 0.8172, loss_cls: 1.5587, loss: 2.5956, grad_norm: 8.4997 2021-07-07 06:57:05,840 - mmaction - INFO - Epoch [92][400/3757] lr: 1.000e-03, eta: 2 days, 18:15:54, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0558, top1_acc: 0.6195, top5_acc: 0.8305, loss_cls: 1.5776, loss: 2.6334, grad_norm: 8.6545 2021-07-07 06:57:27,069 - mmaction - INFO - Epoch [92][420/3757] lr: 1.000e-03, eta: 2 days, 18:15:32, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9748, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4397, loss: 2.4145, grad_norm: 8.1119 2021-07-07 06:57:48,680 - mmaction - INFO - Epoch [92][440/3757] lr: 1.000e-03, eta: 2 days, 18:15:11, time: 1.079, data_time: 0.030, memory: 6921, loss_aux: 0.9924, top1_acc: 0.6555, top5_acc: 0.8305, loss_cls: 1.4478, loss: 2.4402, grad_norm: 8.2550 2021-07-07 06:58:10,528 - mmaction - INFO - Epoch [92][460/3757] lr: 1.000e-03, eta: 2 days, 18:14:49, time: 1.093, data_time: 0.065, memory: 6921, loss_aux: 1.0673, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5830, loss: 2.6503, grad_norm: 8.7394 2021-07-07 06:58:31,705 - mmaction - INFO - Epoch [92][480/3757] lr: 1.000e-03, eta: 2 days, 18:14:27, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0123, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5017, loss: 2.5140, grad_norm: 8.4215 2021-07-07 06:58:52,752 - mmaction - INFO - Epoch [92][500/3757] lr: 1.000e-03, eta: 2 days, 18:14:06, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0492, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.5299, loss: 2.5791, grad_norm: 8.7927 2021-07-07 06:59:13,809 - mmaction - INFO - Epoch [92][520/3757] lr: 1.000e-03, eta: 2 days, 18:13:44, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6391, top5_acc: 0.8250, loss_cls: 1.5399, loss: 2.5663, grad_norm: 8.5454 2021-07-07 06:59:34,916 - mmaction - INFO - Epoch [92][540/3757] lr: 1.000e-03, eta: 2 days, 18:13:22, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0573, top1_acc: 0.6172, top5_acc: 0.8133, loss_cls: 1.6006, loss: 2.6579, grad_norm: 8.7271 2021-07-07 06:59:56,102 - mmaction - INFO - Epoch [92][560/3757] lr: 1.000e-03, eta: 2 days, 18:13:00, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0607, top1_acc: 0.6242, top5_acc: 0.8305, loss_cls: 1.5596, loss: 2.6203, grad_norm: 8.7136 2021-07-07 07:00:17,491 - mmaction - INFO - Epoch [92][580/3757] lr: 1.000e-03, eta: 2 days, 18:12:38, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.0263, top1_acc: 0.6242, top5_acc: 0.8289, loss_cls: 1.5429, loss: 2.5692, grad_norm: 8.4148 2021-07-07 07:00:39,292 - mmaction - INFO - Epoch [92][600/3757] lr: 1.000e-03, eta: 2 days, 18:12:17, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.0556, top1_acc: 0.6242, top5_acc: 0.8234, loss_cls: 1.5683, loss: 2.6238, grad_norm: 8.5185 2021-07-07 07:01:00,041 - mmaction - INFO - Epoch [92][620/3757] lr: 1.000e-03, eta: 2 days, 18:11:55, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.0398, top1_acc: 0.6352, top5_acc: 0.8305, loss_cls: 1.5380, loss: 2.5779, grad_norm: 8.5993 2021-07-07 07:01:21,275 - mmaction - INFO - Epoch [92][640/3757] lr: 1.000e-03, eta: 2 days, 18:11:33, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0446, top1_acc: 0.6141, top5_acc: 0.8258, loss_cls: 1.5800, loss: 2.6247, grad_norm: 8.5306 2021-07-07 07:01:42,253 - mmaction - INFO - Epoch [92][660/3757] lr: 1.000e-03, eta: 2 days, 18:11:11, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6484, top5_acc: 0.8313, loss_cls: 1.4551, loss: 2.4562, grad_norm: 8.4812 2021-07-07 07:02:03,440 - mmaction - INFO - Epoch [92][680/3757] lr: 1.000e-03, eta: 2 days, 18:10:49, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9903, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4729, loss: 2.4632, grad_norm: 8.4520 2021-07-07 07:02:24,874 - mmaction - INFO - Epoch [92][700/3757] lr: 1.000e-03, eta: 2 days, 18:10:28, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0333, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5756, loss: 2.6088, grad_norm: 8.5969 2021-07-07 07:02:46,092 - mmaction - INFO - Epoch [92][720/3757] lr: 1.000e-03, eta: 2 days, 18:10:06, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6359, top5_acc: 0.8531, loss_cls: 1.4760, loss: 2.4839, grad_norm: 8.4315 2021-07-07 07:03:07,909 - mmaction - INFO - Epoch [92][740/3757] lr: 1.000e-03, eta: 2 days, 18:09:44, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.0264, top1_acc: 0.6336, top5_acc: 0.8227, loss_cls: 1.4990, loss: 2.5254, grad_norm: 8.3782 2021-07-07 07:03:29,040 - mmaction - INFO - Epoch [92][760/3757] lr: 1.000e-03, eta: 2 days, 18:09:23, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0277, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5447, loss: 2.5724, grad_norm: 8.5709 2021-07-07 07:03:50,407 - mmaction - INFO - Epoch [92][780/3757] lr: 1.000e-03, eta: 2 days, 18:09:01, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0634, top1_acc: 0.6203, top5_acc: 0.8172, loss_cls: 1.6117, loss: 2.6752, grad_norm: 8.6525 2021-07-07 07:04:11,544 - mmaction - INFO - Epoch [92][800/3757] lr: 1.000e-03, eta: 2 days, 18:08:39, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0436, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.5646, loss: 2.6083, grad_norm: 8.5081 2021-07-07 07:04:33,061 - mmaction - INFO - Epoch [92][820/3757] lr: 1.000e-03, eta: 2 days, 18:08:18, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.0610, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5457, loss: 2.6067, grad_norm: 8.5722 2021-07-07 07:04:54,596 - mmaction - INFO - Epoch [92][840/3757] lr: 1.000e-03, eta: 2 days, 18:07:56, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.0366, top1_acc: 0.6445, top5_acc: 0.8250, loss_cls: 1.5346, loss: 2.5712, grad_norm: 8.5575 2021-07-07 07:05:15,562 - mmaction - INFO - Epoch [92][860/3757] lr: 1.000e-03, eta: 2 days, 18:07:34, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0467, top1_acc: 0.6406, top5_acc: 0.8180, loss_cls: 1.5357, loss: 2.5823, grad_norm: 8.5896 2021-07-07 07:05:36,682 - mmaction - INFO - Epoch [92][880/3757] lr: 1.000e-03, eta: 2 days, 18:07:12, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9947, top1_acc: 0.6484, top5_acc: 0.8344, loss_cls: 1.5069, loss: 2.5016, grad_norm: 8.5426 2021-07-07 07:05:57,879 - mmaction - INFO - Epoch [92][900/3757] lr: 1.000e-03, eta: 2 days, 18:06:50, time: 1.060, data_time: 0.007, memory: 6921, loss_aux: 1.0465, top1_acc: 0.6453, top5_acc: 0.8258, loss_cls: 1.5281, loss: 2.5745, grad_norm: 8.4845 2021-07-07 07:06:18,984 - mmaction - INFO - Epoch [92][920/3757] lr: 1.000e-03, eta: 2 days, 18:06:28, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0690, top1_acc: 0.6141, top5_acc: 0.8156, loss_cls: 1.6345, loss: 2.7035, grad_norm: 8.9137 2021-07-07 07:06:40,063 - mmaction - INFO - Epoch [92][940/3757] lr: 1.000e-03, eta: 2 days, 18:06:07, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0939, top1_acc: 0.6219, top5_acc: 0.8125, loss_cls: 1.6419, loss: 2.7358, grad_norm: 8.7891 2021-07-07 07:07:01,703 - mmaction - INFO - Epoch [92][960/3757] lr: 1.000e-03, eta: 2 days, 18:05:45, time: 1.082, data_time: 0.042, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.3992, loss: 2.3686, grad_norm: 8.0904 2021-07-07 07:07:22,722 - mmaction - INFO - Epoch [92][980/3757] lr: 1.000e-03, eta: 2 days, 18:05:23, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.4594, loss: 2.4752, grad_norm: 8.4533 2021-07-07 07:07:44,225 - mmaction - INFO - Epoch [92][1000/3757] lr: 1.000e-03, eta: 2 days, 18:05:02, time: 1.076, data_time: 0.015, memory: 6921, loss_aux: 1.0527, top1_acc: 0.6570, top5_acc: 0.8352, loss_cls: 1.5357, loss: 2.5885, grad_norm: 8.5414 2021-07-07 07:08:05,432 - mmaction - INFO - Epoch [92][1020/3757] lr: 1.000e-03, eta: 2 days, 18:04:40, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0373, top1_acc: 0.6273, top5_acc: 0.8242, loss_cls: 1.5643, loss: 2.6017, grad_norm: 8.5907 2021-07-07 07:08:26,596 - mmaction - INFO - Epoch [92][1040/3757] lr: 1.000e-03, eta: 2 days, 18:04:18, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0431, top1_acc: 0.6242, top5_acc: 0.8297, loss_cls: 1.5686, loss: 2.6117, grad_norm: 8.9801 2021-07-07 07:08:47,728 - mmaction - INFO - Epoch [92][1060/3757] lr: 1.000e-03, eta: 2 days, 18:03:56, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0543, top1_acc: 0.6430, top5_acc: 0.8250, loss_cls: 1.5435, loss: 2.5978, grad_norm: 8.8886 2021-07-07 07:09:08,768 - mmaction - INFO - Epoch [92][1080/3757] lr: 1.000e-03, eta: 2 days, 18:03:34, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0828, top1_acc: 0.6078, top5_acc: 0.8195, loss_cls: 1.6512, loss: 2.7340, grad_norm: 8.8524 2021-07-07 07:09:30,307 - mmaction - INFO - Epoch [92][1100/3757] lr: 1.000e-03, eta: 2 days, 18:03:13, time: 1.078, data_time: 0.014, memory: 6921, loss_aux: 0.9943, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4770, loss: 2.4713, grad_norm: 8.1044 2021-07-07 07:09:51,525 - mmaction - INFO - Epoch [92][1120/3757] lr: 1.000e-03, eta: 2 days, 18:02:51, time: 1.061, data_time: 0.017, memory: 6921, loss_aux: 1.0410, top1_acc: 0.6203, top5_acc: 0.8273, loss_cls: 1.5783, loss: 2.6193, grad_norm: 8.5239 2021-07-07 07:10:12,878 - mmaction - INFO - Epoch [92][1140/3757] lr: 1.000e-03, eta: 2 days, 18:02:29, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.0626, top1_acc: 0.6250, top5_acc: 0.8219, loss_cls: 1.5751, loss: 2.6377, grad_norm: 8.6136 2021-07-07 07:10:34,208 - mmaction - INFO - Epoch [92][1160/3757] lr: 1.000e-03, eta: 2 days, 18:02:07, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0053, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.4936, loss: 2.4989, grad_norm: 8.5040 2021-07-07 07:10:55,417 - mmaction - INFO - Epoch [92][1180/3757] lr: 1.000e-03, eta: 2 days, 18:01:46, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.0880, top1_acc: 0.6180, top5_acc: 0.8133, loss_cls: 1.6185, loss: 2.7066, grad_norm: 8.7141 2021-07-07 07:11:17,308 - mmaction - INFO - Epoch [92][1200/3757] lr: 1.000e-03, eta: 2 days, 18:01:24, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.0726, top1_acc: 0.6320, top5_acc: 0.8117, loss_cls: 1.6074, loss: 2.6800, grad_norm: 8.3904 2021-07-07 07:11:38,520 - mmaction - INFO - Epoch [92][1220/3757] lr: 1.000e-03, eta: 2 days, 18:01:03, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0598, top1_acc: 0.6133, top5_acc: 0.8164, loss_cls: 1.6061, loss: 2.6659, grad_norm: 8.7642 2021-07-07 07:12:00,606 - mmaction - INFO - Epoch [92][1240/3757] lr: 1.000e-03, eta: 2 days, 18:00:41, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.0153, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.4914, loss: 2.5067, grad_norm: 8.3444 2021-07-07 07:12:21,633 - mmaction - INFO - Epoch [92][1260/3757] lr: 1.000e-03, eta: 2 days, 18:00:19, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0291, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.5209, loss: 2.5500, grad_norm: 8.4187 2021-07-07 07:12:42,717 - mmaction - INFO - Epoch [92][1280/3757] lr: 1.000e-03, eta: 2 days, 17:59:57, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0807, top1_acc: 0.6188, top5_acc: 0.8117, loss_cls: 1.6214, loss: 2.7021, grad_norm: 8.5866 2021-07-07 07:13:03,845 - mmaction - INFO - Epoch [92][1300/3757] lr: 1.000e-03, eta: 2 days, 17:59:36, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.4551, loss: 2.4437, grad_norm: 8.4763 2021-07-07 07:13:25,057 - mmaction - INFO - Epoch [92][1320/3757] lr: 1.000e-03, eta: 2 days, 17:59:14, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.0153, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4908, loss: 2.5061, grad_norm: 8.3712 2021-07-07 07:13:46,274 - mmaction - INFO - Epoch [92][1340/3757] lr: 1.000e-03, eta: 2 days, 17:58:52, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6375, top5_acc: 0.8273, loss_cls: 1.5258, loss: 2.5559, grad_norm: 8.5248 2021-07-07 07:14:08,169 - mmaction - INFO - Epoch [92][1360/3757] lr: 1.000e-03, eta: 2 days, 17:58:31, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.0459, top1_acc: 0.6234, top5_acc: 0.8172, loss_cls: 1.6111, loss: 2.6569, grad_norm: 8.6606 2021-07-07 07:14:29,307 - mmaction - INFO - Epoch [92][1380/3757] lr: 1.000e-03, eta: 2 days, 17:58:09, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0462, top1_acc: 0.6438, top5_acc: 0.8242, loss_cls: 1.5496, loss: 2.5957, grad_norm: 8.8061 2021-07-07 07:14:50,455 - mmaction - INFO - Epoch [92][1400/3757] lr: 1.000e-03, eta: 2 days, 17:57:47, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0419, top1_acc: 0.6375, top5_acc: 0.8242, loss_cls: 1.5703, loss: 2.6122, grad_norm: 8.8111 2021-07-07 07:15:12,305 - mmaction - INFO - Epoch [92][1420/3757] lr: 1.000e-03, eta: 2 days, 17:57:26, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.5558, loss: 2.5912, grad_norm: 8.6502 2021-07-07 07:15:33,470 - mmaction - INFO - Epoch [92][1440/3757] lr: 1.000e-03, eta: 2 days, 17:57:04, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0792, top1_acc: 0.6039, top5_acc: 0.8180, loss_cls: 1.6348, loss: 2.7140, grad_norm: 8.7803 2021-07-07 07:15:54,688 - mmaction - INFO - Epoch [92][1460/3757] lr: 1.000e-03, eta: 2 days, 17:56:42, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.5176, loss: 2.5479, grad_norm: 8.6283 2021-07-07 07:16:15,815 - mmaction - INFO - Epoch [92][1480/3757] lr: 1.000e-03, eta: 2 days, 17:56:20, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5509, loss: 2.5828, grad_norm: 8.6885 2021-07-07 07:16:37,623 - mmaction - INFO - Epoch [92][1500/3757] lr: 1.000e-03, eta: 2 days, 17:55:59, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 0.9971, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4964, loss: 2.4935, grad_norm: 8.3730 2021-07-07 07:16:59,537 - mmaction - INFO - Epoch [92][1520/3757] lr: 1.000e-03, eta: 2 days, 17:55:38, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9984, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.4884, loss: 2.4867, grad_norm: 8.4507 2021-07-07 07:17:20,806 - mmaction - INFO - Epoch [92][1540/3757] lr: 1.000e-03, eta: 2 days, 17:55:16, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0322, top1_acc: 0.6461, top5_acc: 0.8266, loss_cls: 1.5420, loss: 2.5742, grad_norm: 8.3689 2021-07-07 07:17:41,806 - mmaction - INFO - Epoch [92][1560/3757] lr: 1.000e-03, eta: 2 days, 17:54:54, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9804, top1_acc: 0.6375, top5_acc: 0.8211, loss_cls: 1.5018, loss: 2.4822, grad_norm: 8.3513 2021-07-07 07:18:03,253 - mmaction - INFO - Epoch [92][1580/3757] lr: 1.000e-03, eta: 2 days, 17:54:32, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.0698, top1_acc: 0.6227, top5_acc: 0.8187, loss_cls: 1.6208, loss: 2.6906, grad_norm: 8.8296 2021-07-07 07:18:25,202 - mmaction - INFO - Epoch [92][1600/3757] lr: 1.000e-03, eta: 2 days, 17:54:11, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5260, loss: 2.5351, grad_norm: 8.6261 2021-07-07 07:18:46,371 - mmaction - INFO - Epoch [92][1620/3757] lr: 1.000e-03, eta: 2 days, 17:53:49, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0968, top1_acc: 0.5992, top5_acc: 0.8227, loss_cls: 1.6425, loss: 2.7393, grad_norm: 8.7693 2021-07-07 07:19:07,453 - mmaction - INFO - Epoch [92][1640/3757] lr: 1.000e-03, eta: 2 days, 17:53:27, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0116, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5405, loss: 2.5521, grad_norm: 8.7973 2021-07-07 07:19:28,494 - mmaction - INFO - Epoch [92][1660/3757] lr: 1.000e-03, eta: 2 days, 17:53:05, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0675, top1_acc: 0.6320, top5_acc: 0.8148, loss_cls: 1.6062, loss: 2.6737, grad_norm: 8.7520 2021-07-07 07:19:50,296 - mmaction - INFO - Epoch [92][1680/3757] lr: 1.000e-03, eta: 2 days, 17:52:44, time: 1.092, data_time: 0.006, memory: 6921, loss_aux: 1.0533, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.5995, loss: 2.6528, grad_norm: 8.5056 2021-07-07 07:20:11,368 - mmaction - INFO - Epoch [92][1700/3757] lr: 1.000e-03, eta: 2 days, 17:52:22, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6219, top5_acc: 0.8117, loss_cls: 1.5827, loss: 2.6346, grad_norm: 8.5172 2021-07-07 07:20:32,438 - mmaction - INFO - Epoch [92][1720/3757] lr: 1.000e-03, eta: 2 days, 17:52:00, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0440, top1_acc: 0.6297, top5_acc: 0.8258, loss_cls: 1.5636, loss: 2.6076, grad_norm: 8.5398 2021-07-07 07:20:53,531 - mmaction - INFO - Epoch [92][1740/3757] lr: 1.000e-03, eta: 2 days, 17:51:38, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6320, top5_acc: 0.8383, loss_cls: 1.4809, loss: 2.4703, grad_norm: 8.3251 2021-07-07 07:21:14,622 - mmaction - INFO - Epoch [92][1760/3757] lr: 1.000e-03, eta: 2 days, 17:51:16, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0526, top1_acc: 0.6281, top5_acc: 0.8117, loss_cls: 1.5849, loss: 2.6375, grad_norm: 8.8166 2021-07-07 07:21:35,832 - mmaction - INFO - Epoch [92][1780/3757] lr: 1.000e-03, eta: 2 days, 17:50:55, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4766, loss: 2.4838, grad_norm: 8.3694 2021-07-07 07:21:57,166 - mmaction - INFO - Epoch [92][1800/3757] lr: 1.000e-03, eta: 2 days, 17:50:33, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0656, top1_acc: 0.6352, top5_acc: 0.8164, loss_cls: 1.5985, loss: 2.6640, grad_norm: 8.6878 2021-07-07 07:22:18,890 - mmaction - INFO - Epoch [92][1820/3757] lr: 1.000e-03, eta: 2 days, 17:50:11, time: 1.086, data_time: 0.001, memory: 6921, loss_aux: 1.0636, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6271, loss: 2.6907, grad_norm: 8.6246 2021-07-07 07:22:40,289 - mmaction - INFO - Epoch [92][1840/3757] lr: 1.000e-03, eta: 2 days, 17:49:50, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0764, top1_acc: 0.6211, top5_acc: 0.8117, loss_cls: 1.6245, loss: 2.7009, grad_norm: 8.6095 2021-07-07 07:23:01,489 - mmaction - INFO - Epoch [92][1860/3757] lr: 1.000e-03, eta: 2 days, 17:49:28, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0339, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5155, loss: 2.5494, grad_norm: 8.5590 2021-07-07 07:23:22,704 - mmaction - INFO - Epoch [92][1880/3757] lr: 1.000e-03, eta: 2 days, 17:49:06, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0211, top1_acc: 0.6391, top5_acc: 0.8258, loss_cls: 1.5619, loss: 2.5830, grad_norm: 8.6666 2021-07-07 07:23:44,325 - mmaction - INFO - Epoch [92][1900/3757] lr: 1.000e-03, eta: 2 days, 17:48:45, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 0.9765, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4390, loss: 2.4155, grad_norm: 8.3060 2021-07-07 07:24:05,494 - mmaction - INFO - Epoch [92][1920/3757] lr: 1.000e-03, eta: 2 days, 17:48:23, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0047, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.4777, loss: 2.4824, grad_norm: 8.5645 2021-07-07 07:24:26,621 - mmaction - INFO - Epoch [92][1940/3757] lr: 1.000e-03, eta: 2 days, 17:48:01, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9949, top1_acc: 0.6398, top5_acc: 0.8180, loss_cls: 1.5103, loss: 2.5052, grad_norm: 8.5042 2021-07-07 07:24:47,671 - mmaction - INFO - Epoch [92][1960/3757] lr: 1.000e-03, eta: 2 days, 17:47:39, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0275, top1_acc: 0.6391, top5_acc: 0.8328, loss_cls: 1.5240, loss: 2.5515, grad_norm: 8.5540 2021-07-07 07:25:08,699 - mmaction - INFO - Epoch [92][1980/3757] lr: 1.000e-03, eta: 2 days, 17:47:17, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0903, top1_acc: 0.6047, top5_acc: 0.8125, loss_cls: 1.6328, loss: 2.7231, grad_norm: 8.8462 2021-07-07 07:25:30,093 - mmaction - INFO - Epoch [92][2000/3757] lr: 1.000e-03, eta: 2 days, 17:46:56, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6547, top5_acc: 0.8313, loss_cls: 1.4803, loss: 2.4771, grad_norm: 8.3824 2021-07-07 07:25:51,288 - mmaction - INFO - Epoch [92][2020/3757] lr: 1.000e-03, eta: 2 days, 17:46:34, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0509, top1_acc: 0.6219, top5_acc: 0.8172, loss_cls: 1.5917, loss: 2.6427, grad_norm: 8.6882 2021-07-07 07:26:12,610 - mmaction - INFO - Epoch [92][2040/3757] lr: 1.000e-03, eta: 2 days, 17:46:12, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6383, top5_acc: 0.8469, loss_cls: 1.4540, loss: 2.4440, grad_norm: 8.4315 2021-07-07 07:26:33,731 - mmaction - INFO - Epoch [92][2060/3757] lr: 1.000e-03, eta: 2 days, 17:45:50, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0118, top1_acc: 0.6516, top5_acc: 0.8313, loss_cls: 1.5007, loss: 2.5125, grad_norm: 8.4637 2021-07-07 07:26:54,425 - mmaction - INFO - Epoch [92][2080/3757] lr: 1.000e-03, eta: 2 days, 17:45:28, time: 1.033, data_time: 0.003, memory: 6921, loss_aux: 1.0704, top1_acc: 0.6266, top5_acc: 0.8172, loss_cls: 1.6060, loss: 2.6764, grad_norm: 8.7017 2021-07-07 07:27:15,748 - mmaction - INFO - Epoch [92][2100/3757] lr: 1.000e-03, eta: 2 days, 17:45:06, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0487, top1_acc: 0.6414, top5_acc: 0.8258, loss_cls: 1.5724, loss: 2.6211, grad_norm: 8.6844 2021-07-07 07:27:37,029 - mmaction - INFO - Epoch [92][2120/3757] lr: 1.000e-03, eta: 2 days, 17:44:45, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9880, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.5056, loss: 2.4937, grad_norm: 8.5005 2021-07-07 07:27:57,924 - mmaction - INFO - Epoch [92][2140/3757] lr: 1.000e-03, eta: 2 days, 17:44:23, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6430, top5_acc: 0.8227, loss_cls: 1.4972, loss: 2.5045, grad_norm: 8.4017 2021-07-07 07:28:20,114 - mmaction - INFO - Epoch [92][2160/3757] lr: 1.000e-03, eta: 2 days, 17:44:02, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 1.0415, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.6117, loss: 2.6533, grad_norm: 8.7537 2021-07-07 07:28:41,201 - mmaction - INFO - Epoch [92][2180/3757] lr: 1.000e-03, eta: 2 days, 17:43:40, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0169, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4943, loss: 2.5111, grad_norm: 8.4968 2021-07-07 07:29:02,331 - mmaction - INFO - Epoch [92][2200/3757] lr: 1.000e-03, eta: 2 days, 17:43:18, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0600, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5884, loss: 2.6484, grad_norm: 8.4970 2021-07-07 07:29:23,477 - mmaction - INFO - Epoch [92][2220/3757] lr: 1.000e-03, eta: 2 days, 17:42:56, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6367, top5_acc: 0.8055, loss_cls: 1.5795, loss: 2.6438, grad_norm: 8.3650 2021-07-07 07:29:45,639 - mmaction - INFO - Epoch [92][2240/3757] lr: 1.000e-03, eta: 2 days, 17:42:35, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.5081, loss: 2.5132, grad_norm: 8.1579 2021-07-07 07:30:07,014 - mmaction - INFO - Epoch [92][2260/3757] lr: 1.000e-03, eta: 2 days, 17:42:13, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0607, top1_acc: 0.6312, top5_acc: 0.8336, loss_cls: 1.5796, loss: 2.6404, grad_norm: 8.4308 2021-07-07 07:30:28,063 - mmaction - INFO - Epoch [92][2280/3757] lr: 1.000e-03, eta: 2 days, 17:41:51, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0364, top1_acc: 0.6258, top5_acc: 0.8297, loss_cls: 1.5516, loss: 2.5880, grad_norm: 8.8016 2021-07-07 07:30:49,213 - mmaction - INFO - Epoch [92][2300/3757] lr: 1.000e-03, eta: 2 days, 17:41:29, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0056, top1_acc: 0.6523, top5_acc: 0.8273, loss_cls: 1.4811, loss: 2.4868, grad_norm: 8.3683 2021-07-07 07:31:10,568 - mmaction - INFO - Epoch [92][2320/3757] lr: 1.000e-03, eta: 2 days, 17:41:08, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0673, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6456, loss: 2.7129, grad_norm: 8.7562 2021-07-07 07:31:31,757 - mmaction - INFO - Epoch [92][2340/3757] lr: 1.000e-03, eta: 2 days, 17:40:46, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0077, top1_acc: 0.6484, top5_acc: 0.8328, loss_cls: 1.4730, loss: 2.4807, grad_norm: 8.5883 2021-07-07 07:31:53,133 - mmaction - INFO - Epoch [92][2360/3757] lr: 1.000e-03, eta: 2 days, 17:40:24, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6297, top5_acc: 0.8406, loss_cls: 1.4985, loss: 2.5078, grad_norm: 8.3980 2021-07-07 07:32:14,367 - mmaction - INFO - Epoch [92][2380/3757] lr: 1.000e-03, eta: 2 days, 17:40:02, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0587, top1_acc: 0.6273, top5_acc: 0.8203, loss_cls: 1.5869, loss: 2.6456, grad_norm: 8.8830 2021-07-07 07:32:35,346 - mmaction - INFO - Epoch [92][2400/3757] lr: 1.000e-03, eta: 2 days, 17:39:41, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0475, top1_acc: 0.6398, top5_acc: 0.8297, loss_cls: 1.5299, loss: 2.5775, grad_norm: 8.5115 2021-07-07 07:32:56,320 - mmaction - INFO - Epoch [92][2420/3757] lr: 1.000e-03, eta: 2 days, 17:39:19, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0558, top1_acc: 0.6172, top5_acc: 0.8273, loss_cls: 1.5986, loss: 2.6544, grad_norm: 8.7686 2021-07-07 07:33:17,379 - mmaction - INFO - Epoch [92][2440/3757] lr: 1.000e-03, eta: 2 days, 17:38:57, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6359, top5_acc: 0.8383, loss_cls: 1.5287, loss: 2.5565, grad_norm: 8.7134 2021-07-07 07:33:38,421 - mmaction - INFO - Epoch [92][2460/3757] lr: 1.000e-03, eta: 2 days, 17:38:35, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0138, top1_acc: 0.6281, top5_acc: 0.8391, loss_cls: 1.5130, loss: 2.5268, grad_norm: 8.6291 2021-07-07 07:33:59,913 - mmaction - INFO - Epoch [92][2480/3757] lr: 1.000e-03, eta: 2 days, 17:38:13, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.0067, top1_acc: 0.6352, top5_acc: 0.8469, loss_cls: 1.5044, loss: 2.5111, grad_norm: 8.7246 2021-07-07 07:34:21,015 - mmaction - INFO - Epoch [92][2500/3757] lr: 1.000e-03, eta: 2 days, 17:37:51, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0397, top1_acc: 0.6195, top5_acc: 0.8258, loss_cls: 1.5377, loss: 2.5774, grad_norm: 8.6052 2021-07-07 07:34:42,225 - mmaction - INFO - Epoch [92][2520/3757] lr: 1.000e-03, eta: 2 days, 17:37:30, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0367, top1_acc: 0.6273, top5_acc: 0.8187, loss_cls: 1.5714, loss: 2.6081, grad_norm: 8.7279 2021-07-07 07:35:03,391 - mmaction - INFO - Epoch [92][2540/3757] lr: 1.000e-03, eta: 2 days, 17:37:08, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0869, top1_acc: 0.6086, top5_acc: 0.8156, loss_cls: 1.6302, loss: 2.7171, grad_norm: 8.7198 2021-07-07 07:35:25,097 - mmaction - INFO - Epoch [92][2560/3757] lr: 1.000e-03, eta: 2 days, 17:36:46, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4381, loss: 2.4202, grad_norm: 8.5375 2021-07-07 07:35:46,256 - mmaction - INFO - Epoch [92][2580/3757] lr: 1.000e-03, eta: 2 days, 17:36:25, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0853, top1_acc: 0.6180, top5_acc: 0.8187, loss_cls: 1.6222, loss: 2.7075, grad_norm: 8.7978 2021-07-07 07:36:08,106 - mmaction - INFO - Epoch [92][2600/3757] lr: 1.000e-03, eta: 2 days, 17:36:03, time: 1.094, data_time: 0.015, memory: 6921, loss_aux: 1.0071, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.4967, loss: 2.5038, grad_norm: 8.8227 2021-07-07 07:36:29,374 - mmaction - INFO - Epoch [92][2620/3757] lr: 1.000e-03, eta: 2 days, 17:35:41, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.4897, loss: 2.5029, grad_norm: 8.3960 2021-07-07 07:36:51,232 - mmaction - INFO - Epoch [92][2640/3757] lr: 1.000e-03, eta: 2 days, 17:35:20, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0767, top1_acc: 0.6203, top5_acc: 0.8227, loss_cls: 1.6329, loss: 2.7096, grad_norm: 8.7845 2021-07-07 07:37:12,310 - mmaction - INFO - Epoch [92][2660/3757] lr: 1.000e-03, eta: 2 days, 17:34:58, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6406, top5_acc: 0.8320, loss_cls: 1.5490, loss: 2.5589, grad_norm: 8.5353 2021-07-07 07:37:33,574 - mmaction - INFO - Epoch [92][2680/3757] lr: 1.000e-03, eta: 2 days, 17:34:36, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0687, top1_acc: 0.6203, top5_acc: 0.8070, loss_cls: 1.6641, loss: 2.7327, grad_norm: 8.7155 2021-07-07 07:37:55,121 - mmaction - INFO - Epoch [92][2700/3757] lr: 1.000e-03, eta: 2 days, 17:34:15, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0148, top1_acc: 0.6352, top5_acc: 0.8227, loss_cls: 1.5323, loss: 2.5472, grad_norm: 8.4606 2021-07-07 07:38:16,104 - mmaction - INFO - Epoch [92][2720/3757] lr: 1.000e-03, eta: 2 days, 17:33:53, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0677, top1_acc: 0.6281, top5_acc: 0.8313, loss_cls: 1.5835, loss: 2.6512, grad_norm: 8.8288 2021-07-07 07:38:36,972 - mmaction - INFO - Epoch [92][2740/3757] lr: 1.000e-03, eta: 2 days, 17:33:31, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0686, top1_acc: 0.6078, top5_acc: 0.8281, loss_cls: 1.6016, loss: 2.6702, grad_norm: 8.6690 2021-07-07 07:38:58,386 - mmaction - INFO - Epoch [92][2760/3757] lr: 1.000e-03, eta: 2 days, 17:33:09, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0400, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.5694, loss: 2.6094, grad_norm: 8.6094 2021-07-07 07:39:19,449 - mmaction - INFO - Epoch [92][2780/3757] lr: 1.000e-03, eta: 2 days, 17:32:47, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0820, top1_acc: 0.6109, top5_acc: 0.8164, loss_cls: 1.6273, loss: 2.7093, grad_norm: 8.7147 2021-07-07 07:39:40,796 - mmaction - INFO - Epoch [92][2800/3757] lr: 1.000e-03, eta: 2 days, 17:32:26, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6258, top5_acc: 0.8266, loss_cls: 1.5447, loss: 2.5603, grad_norm: 8.6530 2021-07-07 07:40:02,657 - mmaction - INFO - Epoch [92][2820/3757] lr: 1.000e-03, eta: 2 days, 17:32:04, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6492, top5_acc: 0.8391, loss_cls: 1.5245, loss: 2.5444, grad_norm: 8.4206 2021-07-07 07:40:23,752 - mmaction - INFO - Epoch [92][2840/3757] lr: 1.000e-03, eta: 2 days, 17:31:42, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0477, top1_acc: 0.6344, top5_acc: 0.8156, loss_cls: 1.5880, loss: 2.6357, grad_norm: 8.3854 2021-07-07 07:40:45,001 - mmaction - INFO - Epoch [92][2860/3757] lr: 1.000e-03, eta: 2 days, 17:31:21, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0295, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5611, loss: 2.5907, grad_norm: 8.5671 2021-07-07 07:41:06,278 - mmaction - INFO - Epoch [92][2880/3757] lr: 1.000e-03, eta: 2 days, 17:30:59, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0818, top1_acc: 0.6211, top5_acc: 0.8086, loss_cls: 1.6300, loss: 2.7118, grad_norm: 8.4707 2021-07-07 07:41:27,407 - mmaction - INFO - Epoch [92][2900/3757] lr: 1.000e-03, eta: 2 days, 17:30:37, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0213, top1_acc: 0.6352, top5_acc: 0.8313, loss_cls: 1.5594, loss: 2.5807, grad_norm: 8.6359 2021-07-07 07:41:48,564 - mmaction - INFO - Epoch [92][2920/3757] lr: 1.000e-03, eta: 2 days, 17:30:15, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.5453, loss: 2.5611, grad_norm: 8.4265 2021-07-07 07:42:09,694 - mmaction - INFO - Epoch [92][2940/3757] lr: 1.000e-03, eta: 2 days, 17:29:53, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9640, top1_acc: 0.6734, top5_acc: 0.8445, loss_cls: 1.4107, loss: 2.3747, grad_norm: 8.2938 2021-07-07 07:42:31,111 - mmaction - INFO - Epoch [92][2960/3757] lr: 1.000e-03, eta: 2 days, 17:29:32, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0133, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5553, loss: 2.5686, grad_norm: 8.6910 2021-07-07 07:42:52,321 - mmaction - INFO - Epoch [92][2980/3757] lr: 1.000e-03, eta: 2 days, 17:29:10, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0135, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4748, loss: 2.4884, grad_norm: 8.3440 2021-07-07 07:43:14,027 - mmaction - INFO - Epoch [92][3000/3757] lr: 1.000e-03, eta: 2 days, 17:28:49, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.0025, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4710, loss: 2.4736, grad_norm: 8.2687 2021-07-07 07:43:35,324 - mmaction - INFO - Epoch [92][3020/3757] lr: 1.000e-03, eta: 2 days, 17:28:27, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0262, top1_acc: 0.6453, top5_acc: 0.8313, loss_cls: 1.5521, loss: 2.5783, grad_norm: 8.4121 2021-07-07 07:43:56,541 - mmaction - INFO - Epoch [92][3040/3757] lr: 1.000e-03, eta: 2 days, 17:28:05, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0374, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.5129, loss: 2.5504, grad_norm: 8.4539 2021-07-07 07:44:17,702 - mmaction - INFO - Epoch [92][3060/3757] lr: 1.000e-03, eta: 2 days, 17:27:43, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0408, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5521, loss: 2.5929, grad_norm: 8.4433 2021-07-07 07:44:38,690 - mmaction - INFO - Epoch [92][3080/3757] lr: 1.000e-03, eta: 2 days, 17:27:21, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6375, top5_acc: 0.8383, loss_cls: 1.5350, loss: 2.5549, grad_norm: 8.4531 2021-07-07 07:45:00,936 - mmaction - INFO - Epoch [92][3100/3757] lr: 1.000e-03, eta: 2 days, 17:27:00, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.0496, top1_acc: 0.6086, top5_acc: 0.8125, loss_cls: 1.6056, loss: 2.6553, grad_norm: 8.6833 2021-07-07 07:45:21,984 - mmaction - INFO - Epoch [92][3120/3757] lr: 1.000e-03, eta: 2 days, 17:26:38, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0482, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.5435, loss: 2.5916, grad_norm: 8.6113 2021-07-07 07:45:43,073 - mmaction - INFO - Epoch [92][3140/3757] lr: 1.000e-03, eta: 2 days, 17:26:16, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0580, top1_acc: 0.6227, top5_acc: 0.8242, loss_cls: 1.5902, loss: 2.6483, grad_norm: 8.8067 2021-07-07 07:46:03,940 - mmaction - INFO - Epoch [92][3160/3757] lr: 1.000e-03, eta: 2 days, 17:25:54, time: 1.041, data_time: 0.001, memory: 6921, loss_aux: 1.0925, top1_acc: 0.6086, top5_acc: 0.8039, loss_cls: 1.6845, loss: 2.7770, grad_norm: 8.7782 2021-07-07 07:46:25,101 - mmaction - INFO - Epoch [92][3180/3757] lr: 1.000e-03, eta: 2 days, 17:25:33, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9791, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4601, loss: 2.4392, grad_norm: 8.4843 2021-07-07 07:46:46,198 - mmaction - INFO - Epoch [92][3200/3757] lr: 1.000e-03, eta: 2 days, 17:25:11, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0210, top1_acc: 0.6453, top5_acc: 0.8242, loss_cls: 1.5484, loss: 2.5694, grad_norm: 8.4210 2021-07-07 07:47:07,291 - mmaction - INFO - Epoch [92][3220/3757] lr: 1.000e-03, eta: 2 days, 17:24:49, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0246, top1_acc: 0.6375, top5_acc: 0.8156, loss_cls: 1.5398, loss: 2.5644, grad_norm: 8.3775 2021-07-07 07:47:28,386 - mmaction - INFO - Epoch [92][3240/3757] lr: 1.000e-03, eta: 2 days, 17:24:27, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0516, top1_acc: 0.6242, top5_acc: 0.8258, loss_cls: 1.5654, loss: 2.6169, grad_norm: 8.6540 2021-07-07 07:47:49,894 - mmaction - INFO - Epoch [92][3260/3757] lr: 1.000e-03, eta: 2 days, 17:24:05, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0710, top1_acc: 0.6070, top5_acc: 0.8109, loss_cls: 1.6547, loss: 2.7257, grad_norm: 8.8134 2021-07-07 07:48:11,366 - mmaction - INFO - Epoch [92][3280/3757] lr: 1.000e-03, eta: 2 days, 17:23:44, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0707, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5939, loss: 2.6646, grad_norm: 8.8894 2021-07-07 07:48:33,073 - mmaction - INFO - Epoch [92][3300/3757] lr: 1.000e-03, eta: 2 days, 17:23:22, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.0560, top1_acc: 0.6242, top5_acc: 0.8172, loss_cls: 1.5971, loss: 2.6532, grad_norm: 8.6491 2021-07-07 07:48:54,406 - mmaction - INFO - Epoch [92][3320/3757] lr: 1.000e-03, eta: 2 days, 17:23:01, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0282, top1_acc: 0.6492, top5_acc: 0.8227, loss_cls: 1.5144, loss: 2.5426, grad_norm: 8.2371 2021-07-07 07:49:15,383 - mmaction - INFO - Epoch [92][3340/3757] lr: 1.000e-03, eta: 2 days, 17:22:39, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0497, top1_acc: 0.6227, top5_acc: 0.8320, loss_cls: 1.5370, loss: 2.5867, grad_norm: 8.7149 2021-07-07 07:49:37,269 - mmaction - INFO - Epoch [92][3360/3757] lr: 1.000e-03, eta: 2 days, 17:22:17, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0298, top1_acc: 0.6516, top5_acc: 0.8313, loss_cls: 1.5199, loss: 2.5496, grad_norm: 8.5408 2021-07-07 07:49:58,412 - mmaction - INFO - Epoch [92][3380/3757] lr: 1.000e-03, eta: 2 days, 17:21:56, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0509, top1_acc: 0.6398, top5_acc: 0.8234, loss_cls: 1.5961, loss: 2.6470, grad_norm: 8.6528 2021-07-07 07:50:19,430 - mmaction - INFO - Epoch [92][3400/3757] lr: 1.000e-03, eta: 2 days, 17:21:34, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6195, top5_acc: 0.8148, loss_cls: 1.6008, loss: 2.6604, grad_norm: 8.7240 2021-07-07 07:50:41,042 - mmaction - INFO - Epoch [92][3420/3757] lr: 1.000e-03, eta: 2 days, 17:21:12, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 0.9985, top1_acc: 0.6305, top5_acc: 0.8297, loss_cls: 1.5296, loss: 2.5281, grad_norm: 8.8194 2021-07-07 07:51:02,243 - mmaction - INFO - Epoch [92][3440/3757] lr: 1.000e-03, eta: 2 days, 17:20:50, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0211, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5139, loss: 2.5350, grad_norm: 8.3661 2021-07-07 07:51:23,305 - mmaction - INFO - Epoch [92][3460/3757] lr: 1.000e-03, eta: 2 days, 17:20:28, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0568, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6131, loss: 2.6699, grad_norm: 8.8358 2021-07-07 07:51:44,420 - mmaction - INFO - Epoch [92][3480/3757] lr: 1.000e-03, eta: 2 days, 17:20:07, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0264, top1_acc: 0.6328, top5_acc: 0.8258, loss_cls: 1.5453, loss: 2.5717, grad_norm: 8.5147 2021-07-07 07:52:05,919 - mmaction - INFO - Epoch [92][3500/3757] lr: 1.000e-03, eta: 2 days, 17:19:45, time: 1.076, data_time: 0.021, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5262, loss: 2.5225, grad_norm: 8.3532 2021-07-07 07:52:28,001 - mmaction - INFO - Epoch [92][3520/3757] lr: 1.000e-03, eta: 2 days, 17:19:24, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 1.0314, top1_acc: 0.6516, top5_acc: 0.8250, loss_cls: 1.5749, loss: 2.6063, grad_norm: 8.5301 2021-07-07 07:52:49,027 - mmaction - INFO - Epoch [92][3540/3757] lr: 1.000e-03, eta: 2 days, 17:19:02, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9958, top1_acc: 0.6336, top5_acc: 0.8375, loss_cls: 1.5147, loss: 2.5105, grad_norm: 8.5490 2021-07-07 07:53:10,239 - mmaction - INFO - Epoch [92][3560/3757] lr: 1.000e-03, eta: 2 days, 17:18:40, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.5003, loss: 2.5273, grad_norm: 8.6291 2021-07-07 07:53:31,553 - mmaction - INFO - Epoch [92][3580/3757] lr: 1.000e-03, eta: 2 days, 17:18:18, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.4550, loss: 2.4413, grad_norm: 8.4461 2021-07-07 07:53:52,763 - mmaction - INFO - Epoch [92][3600/3757] lr: 1.000e-03, eta: 2 days, 17:17:57, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0608, top1_acc: 0.6125, top5_acc: 0.8086, loss_cls: 1.6535, loss: 2.7143, grad_norm: 8.6062 2021-07-07 07:54:13,922 - mmaction - INFO - Epoch [92][3620/3757] lr: 1.000e-03, eta: 2 days, 17:17:35, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.5018, loss: 2.5217, grad_norm: 8.4814 2021-07-07 07:54:34,972 - mmaction - INFO - Epoch [92][3640/3757] lr: 1.000e-03, eta: 2 days, 17:17:13, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0203, top1_acc: 0.6344, top5_acc: 0.8242, loss_cls: 1.5484, loss: 2.5686, grad_norm: 8.6036 2021-07-07 07:54:56,190 - mmaction - INFO - Epoch [92][3660/3757] lr: 1.000e-03, eta: 2 days, 17:16:51, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9538, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3512, loss: 2.3050, grad_norm: 8.2988 2021-07-07 07:55:17,825 - mmaction - INFO - Epoch [92][3680/3757] lr: 1.000e-03, eta: 2 days, 17:16:30, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.0541, top1_acc: 0.6328, top5_acc: 0.8117, loss_cls: 1.5886, loss: 2.6427, grad_norm: 8.7310 2021-07-07 07:55:39,139 - mmaction - INFO - Epoch [92][3700/3757] lr: 1.000e-03, eta: 2 days, 17:16:08, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6500, top5_acc: 0.8172, loss_cls: 1.5533, loss: 2.5624, grad_norm: 8.3650 2021-07-07 07:56:00,289 - mmaction - INFO - Epoch [92][3720/3757] lr: 1.000e-03, eta: 2 days, 17:15:46, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0431, top1_acc: 0.6219, top5_acc: 0.8195, loss_cls: 1.5968, loss: 2.6399, grad_norm: 8.5917 2021-07-07 07:56:21,356 - mmaction - INFO - Epoch [92][3740/3757] lr: 1.000e-03, eta: 2 days, 17:15:24, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0849, top1_acc: 0.6164, top5_acc: 0.8172, loss_cls: 1.6128, loss: 2.6977, grad_norm: 8.7753 2021-07-07 07:56:39,700 - mmaction - INFO - Saving checkpoint at 92 epochs 2021-07-07 07:57:42,161 - mmaction - INFO - Epoch [93][20/3757] lr: 1.000e-03, eta: 2 days, 17:14:58, time: 3.045, data_time: 1.919, memory: 6921, loss_aux: 1.0758, top1_acc: 0.5875, top5_acc: 0.8070, loss_cls: 1.6566, loss: 2.7324, grad_norm: 8.8557 2021-07-07 07:58:03,259 - mmaction - INFO - Epoch [93][40/3757] lr: 1.000e-03, eta: 2 days, 17:14:36, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0291, top1_acc: 0.6367, top5_acc: 0.8328, loss_cls: 1.5317, loss: 2.5609, grad_norm: 8.7893 2021-07-07 07:58:26,076 - mmaction - INFO - Epoch [93][60/3757] lr: 1.000e-03, eta: 2 days, 17:14:15, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 1.0488, top1_acc: 0.6305, top5_acc: 0.8281, loss_cls: 1.5567, loss: 2.6055, grad_norm: 8.7698 2021-07-07 07:58:46,963 - mmaction - INFO - Epoch [93][80/3757] lr: 1.000e-03, eta: 2 days, 17:13:53, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6289, top5_acc: 0.8250, loss_cls: 1.5506, loss: 2.5732, grad_norm: 8.5125 2021-07-07 07:59:08,802 - mmaction - INFO - Epoch [93][100/3757] lr: 1.000e-03, eta: 2 days, 17:13:32, time: 1.094, data_time: 0.049, memory: 6921, loss_aux: 1.0198, top1_acc: 0.6352, top5_acc: 0.8383, loss_cls: 1.5121, loss: 2.5319, grad_norm: 8.5140 2021-07-07 07:59:30,826 - mmaction - INFO - Epoch [93][120/3757] lr: 1.000e-03, eta: 2 days, 17:13:10, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 1.0239, top1_acc: 0.6242, top5_acc: 0.8297, loss_cls: 1.5354, loss: 2.5593, grad_norm: 8.5377 2021-07-07 07:59:52,115 - mmaction - INFO - Epoch [93][140/3757] lr: 1.000e-03, eta: 2 days, 17:12:49, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0329, top1_acc: 0.6375, top5_acc: 0.8242, loss_cls: 1.5514, loss: 2.5843, grad_norm: 8.6868 2021-07-07 08:00:13,651 - mmaction - INFO - Epoch [93][160/3757] lr: 1.000e-03, eta: 2 days, 17:12:27, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0277, top1_acc: 0.6391, top5_acc: 0.8398, loss_cls: 1.5178, loss: 2.5455, grad_norm: 8.5022 2021-07-07 08:00:35,178 - mmaction - INFO - Epoch [93][180/3757] lr: 1.000e-03, eta: 2 days, 17:12:05, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.0198, top1_acc: 0.6328, top5_acc: 0.8227, loss_cls: 1.5527, loss: 2.5725, grad_norm: 8.4170 2021-07-07 08:00:56,382 - mmaction - INFO - Epoch [93][200/3757] lr: 1.000e-03, eta: 2 days, 17:11:44, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9800, top1_acc: 0.6445, top5_acc: 0.8438, loss_cls: 1.4527, loss: 2.4327, grad_norm: 8.5665 2021-07-07 08:01:17,644 - mmaction - INFO - Epoch [93][220/3757] lr: 1.000e-03, eta: 2 days, 17:11:22, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.5108, loss: 2.5123, grad_norm: 8.5224 2021-07-07 08:01:38,771 - mmaction - INFO - Epoch [93][240/3757] lr: 1.000e-03, eta: 2 days, 17:11:00, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0385, top1_acc: 0.6469, top5_acc: 0.8305, loss_cls: 1.5195, loss: 2.5580, grad_norm: 8.7554 2021-07-07 08:02:00,228 - mmaction - INFO - Epoch [93][260/3757] lr: 1.000e-03, eta: 2 days, 17:10:38, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9922, top1_acc: 0.6609, top5_acc: 0.8352, loss_cls: 1.4373, loss: 2.4295, grad_norm: 8.2427 2021-07-07 08:02:21,584 - mmaction - INFO - Epoch [93][280/3757] lr: 1.000e-03, eta: 2 days, 17:10:17, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 0.9999, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4552, loss: 2.4552, grad_norm: 8.4130 2021-07-07 08:02:43,031 - mmaction - INFO - Epoch [93][300/3757] lr: 1.000e-03, eta: 2 days, 17:09:55, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6445, top5_acc: 0.8305, loss_cls: 1.5289, loss: 2.5586, grad_norm: 8.5819 2021-07-07 08:03:04,182 - mmaction - INFO - Epoch [93][320/3757] lr: 1.000e-03, eta: 2 days, 17:09:33, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9917, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4515, loss: 2.4432, grad_norm: 8.4946 2021-07-07 08:03:25,263 - mmaction - INFO - Epoch [93][340/3757] lr: 1.000e-03, eta: 2 days, 17:09:11, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.5522, loss: 2.5819, grad_norm: 8.5550 2021-07-07 08:03:46,314 - mmaction - INFO - Epoch [93][360/3757] lr: 1.000e-03, eta: 2 days, 17:08:49, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0562, top1_acc: 0.6258, top5_acc: 0.8180, loss_cls: 1.5801, loss: 2.6363, grad_norm: 8.6374 2021-07-07 08:04:07,846 - mmaction - INFO - Epoch [93][380/3757] lr: 1.000e-03, eta: 2 days, 17:08:28, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.0370, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.5629, loss: 2.6000, grad_norm: 8.6982 2021-07-07 08:04:29,338 - mmaction - INFO - Epoch [93][400/3757] lr: 1.000e-03, eta: 2 days, 17:08:06, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6367, top5_acc: 0.8211, loss_cls: 1.5436, loss: 2.5561, grad_norm: 8.7106 2021-07-07 08:04:51,348 - mmaction - INFO - Epoch [93][420/3757] lr: 1.000e-03, eta: 2 days, 17:07:45, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.0708, top1_acc: 0.6180, top5_acc: 0.8141, loss_cls: 1.5946, loss: 2.6654, grad_norm: 8.5514 2021-07-07 08:05:12,804 - mmaction - INFO - Epoch [93][440/3757] lr: 1.000e-03, eta: 2 days, 17:07:23, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9882, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.5033, loss: 2.4915, grad_norm: 8.5513 2021-07-07 08:05:34,038 - mmaction - INFO - Epoch [93][460/3757] lr: 1.000e-03, eta: 2 days, 17:07:02, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0048, top1_acc: 0.6359, top5_acc: 0.8313, loss_cls: 1.4957, loss: 2.5005, grad_norm: 8.6625 2021-07-07 08:05:55,094 - mmaction - INFO - Epoch [93][480/3757] lr: 1.000e-03, eta: 2 days, 17:06:40, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0446, top1_acc: 0.6219, top5_acc: 0.8180, loss_cls: 1.5652, loss: 2.6099, grad_norm: 8.7754 2021-07-07 08:06:16,253 - mmaction - INFO - Epoch [93][500/3757] lr: 1.000e-03, eta: 2 days, 17:06:18, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0296, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.5118, loss: 2.5414, grad_norm: 8.6393 2021-07-07 08:06:37,212 - mmaction - INFO - Epoch [93][520/3757] lr: 1.000e-03, eta: 2 days, 17:05:56, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0038, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.4961, loss: 2.4999, grad_norm: 8.5837 2021-07-07 08:06:58,290 - mmaction - INFO - Epoch [93][540/3757] lr: 1.000e-03, eta: 2 days, 17:05:34, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0229, top1_acc: 0.6227, top5_acc: 0.8227, loss_cls: 1.5279, loss: 2.5508, grad_norm: 8.5171 2021-07-07 08:07:20,361 - mmaction - INFO - Epoch [93][560/3757] lr: 1.000e-03, eta: 2 days, 17:05:13, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6266, top5_acc: 0.8414, loss_cls: 1.5191, loss: 2.5357, grad_norm: 8.6801 2021-07-07 08:07:41,403 - mmaction - INFO - Epoch [93][580/3757] lr: 1.000e-03, eta: 2 days, 17:04:51, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6516, top5_acc: 0.8609, loss_cls: 1.4185, loss: 2.3956, grad_norm: 8.4606 2021-07-07 08:08:03,341 - mmaction - INFO - Epoch [93][600/3757] lr: 1.000e-03, eta: 2 days, 17:04:30, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.4132, loss: 2.3982, grad_norm: 8.3827 2021-07-07 08:08:24,455 - mmaction - INFO - Epoch [93][620/3757] lr: 1.000e-03, eta: 2 days, 17:04:08, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0290, top1_acc: 0.6312, top5_acc: 0.8258, loss_cls: 1.5523, loss: 2.5812, grad_norm: 8.6497 2021-07-07 08:08:45,571 - mmaction - INFO - Epoch [93][640/3757] lr: 1.000e-03, eta: 2 days, 17:03:46, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0497, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5284, loss: 2.5781, grad_norm: 8.6873 2021-07-07 08:09:06,890 - mmaction - INFO - Epoch [93][660/3757] lr: 1.000e-03, eta: 2 days, 17:03:24, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0020, top1_acc: 0.6547, top5_acc: 0.8328, loss_cls: 1.4920, loss: 2.4940, grad_norm: 8.6124 2021-07-07 08:09:28,398 - mmaction - INFO - Epoch [93][680/3757] lr: 1.000e-03, eta: 2 days, 17:03:03, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.0317, top1_acc: 0.6406, top5_acc: 0.8242, loss_cls: 1.5528, loss: 2.5845, grad_norm: 8.6997 2021-07-07 08:09:49,750 - mmaction - INFO - Epoch [93][700/3757] lr: 1.000e-03, eta: 2 days, 17:02:41, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.0312, top1_acc: 0.6383, top5_acc: 0.8180, loss_cls: 1.5711, loss: 2.6023, grad_norm: 8.7852 2021-07-07 08:10:10,835 - mmaction - INFO - Epoch [93][720/3757] lr: 1.000e-03, eta: 2 days, 17:02:19, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0554, top1_acc: 0.6383, top5_acc: 0.8063, loss_cls: 1.6381, loss: 2.6936, grad_norm: 8.8121 2021-07-07 08:10:32,763 - mmaction - INFO - Epoch [93][740/3757] lr: 1.000e-03, eta: 2 days, 17:01:58, time: 1.096, data_time: 0.001, memory: 6921, loss_aux: 1.0174, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.4947, loss: 2.5121, grad_norm: 8.4575 2021-07-07 08:10:53,801 - mmaction - INFO - Epoch [93][760/3757] lr: 1.000e-03, eta: 2 days, 17:01:36, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0119, top1_acc: 0.6328, top5_acc: 0.8273, loss_cls: 1.5003, loss: 2.5122, grad_norm: 8.5082 2021-07-07 08:11:15,299 - mmaction - INFO - Epoch [93][780/3757] lr: 1.000e-03, eta: 2 days, 17:01:14, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0605, top1_acc: 0.6273, top5_acc: 0.8187, loss_cls: 1.6146, loss: 2.6751, grad_norm: 8.9085 2021-07-07 08:11:36,334 - mmaction - INFO - Epoch [93][800/3757] lr: 1.000e-03, eta: 2 days, 17:00:52, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6156, top5_acc: 0.8328, loss_cls: 1.5598, loss: 2.6089, grad_norm: 8.7040 2021-07-07 08:11:57,382 - mmaction - INFO - Epoch [93][820/3757] lr: 1.000e-03, eta: 2 days, 17:00:31, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0401, top1_acc: 0.6328, top5_acc: 0.8227, loss_cls: 1.5763, loss: 2.6164, grad_norm: 8.6548 2021-07-07 08:12:19,530 - mmaction - INFO - Epoch [93][840/3757] lr: 1.000e-03, eta: 2 days, 17:00:09, time: 1.109, data_time: 0.007, memory: 6921, loss_aux: 1.0101, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4885, loss: 2.4986, grad_norm: 8.4311 2021-07-07 08:12:40,490 - mmaction - INFO - Epoch [93][860/3757] lr: 1.000e-03, eta: 2 days, 16:59:47, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0054, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.4989, loss: 2.5043, grad_norm: 8.8082 2021-07-07 08:13:02,242 - mmaction - INFO - Epoch [93][880/3757] lr: 1.000e-03, eta: 2 days, 16:59:26, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4392, loss: 2.4372, grad_norm: 8.4957 2021-07-07 08:13:23,489 - mmaction - INFO - Epoch [93][900/3757] lr: 1.000e-03, eta: 2 days, 16:59:04, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0593, top1_acc: 0.6156, top5_acc: 0.8211, loss_cls: 1.6000, loss: 2.6593, grad_norm: 8.9329 2021-07-07 08:13:44,752 - mmaction - INFO - Epoch [93][920/3757] lr: 1.000e-03, eta: 2 days, 16:58:42, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0488, top1_acc: 0.6211, top5_acc: 0.8180, loss_cls: 1.6046, loss: 2.6533, grad_norm: 8.9519 2021-07-07 08:14:06,034 - mmaction - INFO - Epoch [93][940/3757] lr: 1.000e-03, eta: 2 days, 16:58:21, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6289, top5_acc: 0.8469, loss_cls: 1.4941, loss: 2.4833, grad_norm: 8.4212 2021-07-07 08:14:27,135 - mmaction - INFO - Epoch [93][960/3757] lr: 1.000e-03, eta: 2 days, 16:57:59, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0543, top1_acc: 0.6391, top5_acc: 0.8266, loss_cls: 1.5911, loss: 2.6454, grad_norm: 8.4472 2021-07-07 08:14:49,242 - mmaction - INFO - Epoch [93][980/3757] lr: 1.000e-03, eta: 2 days, 16:57:38, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.5211, loss: 2.5413, grad_norm: 8.5930 2021-07-07 08:15:11,313 - mmaction - INFO - Epoch [93][1000/3757] lr: 1.000e-03, eta: 2 days, 16:57:16, time: 1.106, data_time: 0.005, memory: 6921, loss_aux: 1.0327, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.5225, loss: 2.5552, grad_norm: 8.5887 2021-07-07 08:15:32,607 - mmaction - INFO - Epoch [93][1020/3757] lr: 1.000e-03, eta: 2 days, 16:56:55, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0290, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.5525, loss: 2.5815, grad_norm: 8.7098 2021-07-07 08:15:53,641 - mmaction - INFO - Epoch [93][1040/3757] lr: 1.000e-03, eta: 2 days, 16:56:33, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9553, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4281, loss: 2.3834, grad_norm: 8.3277 2021-07-07 08:16:14,797 - mmaction - INFO - Epoch [93][1060/3757] lr: 1.000e-03, eta: 2 days, 16:56:11, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0591, top1_acc: 0.6312, top5_acc: 0.8117, loss_cls: 1.5757, loss: 2.6347, grad_norm: 8.7770 2021-07-07 08:16:36,142 - mmaction - INFO - Epoch [93][1080/3757] lr: 1.000e-03, eta: 2 days, 16:55:49, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0244, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.5151, loss: 2.5395, grad_norm: 8.6622 2021-07-07 08:16:57,395 - mmaction - INFO - Epoch [93][1100/3757] lr: 1.000e-03, eta: 2 days, 16:55:28, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0205, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.4984, loss: 2.5190, grad_norm: 8.5913 2021-07-07 08:17:19,463 - mmaction - INFO - Epoch [93][1120/3757] lr: 1.000e-03, eta: 2 days, 16:55:06, time: 1.102, data_time: 0.048, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6469, top5_acc: 0.8211, loss_cls: 1.5501, loss: 2.5650, grad_norm: 8.6763 2021-07-07 08:17:40,562 - mmaction - INFO - Epoch [93][1140/3757] lr: 1.000e-03, eta: 2 days, 16:54:44, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0090, top1_acc: 0.6258, top5_acc: 0.8234, loss_cls: 1.5291, loss: 2.5381, grad_norm: 8.6526 2021-07-07 08:18:01,722 - mmaction - INFO - Epoch [93][1160/3757] lr: 1.000e-03, eta: 2 days, 16:54:23, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0762, top1_acc: 0.6203, top5_acc: 0.8156, loss_cls: 1.6082, loss: 2.6844, grad_norm: 9.0046 2021-07-07 08:18:22,868 - mmaction - INFO - Epoch [93][1180/3757] lr: 1.000e-03, eta: 2 days, 16:54:01, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0273, top1_acc: 0.6531, top5_acc: 0.8242, loss_cls: 1.5225, loss: 2.5498, grad_norm: 8.6123 2021-07-07 08:18:44,000 - mmaction - INFO - Epoch [93][1200/3757] lr: 1.000e-03, eta: 2 days, 16:53:39, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0540, top1_acc: 0.6250, top5_acc: 0.8352, loss_cls: 1.5455, loss: 2.5995, grad_norm: 8.7909 2021-07-07 08:19:05,131 - mmaction - INFO - Epoch [93][1220/3757] lr: 1.000e-03, eta: 2 days, 16:53:17, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6391, top5_acc: 0.8148, loss_cls: 1.6045, loss: 2.6641, grad_norm: 8.7057 2021-07-07 08:19:26,335 - mmaction - INFO - Epoch [93][1240/3757] lr: 1.000e-03, eta: 2 days, 16:52:55, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0444, top1_acc: 0.6492, top5_acc: 0.8242, loss_cls: 1.5202, loss: 2.5645, grad_norm: 8.6785 2021-07-07 08:19:47,857 - mmaction - INFO - Epoch [93][1260/3757] lr: 1.000e-03, eta: 2 days, 16:52:34, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0250, top1_acc: 0.6375, top5_acc: 0.8203, loss_cls: 1.5724, loss: 2.5974, grad_norm: 8.5479 2021-07-07 08:20:09,201 - mmaction - INFO - Epoch [93][1280/3757] lr: 1.000e-03, eta: 2 days, 16:52:12, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0194, top1_acc: 0.6281, top5_acc: 0.8266, loss_cls: 1.5524, loss: 2.5718, grad_norm: 8.5803 2021-07-07 08:20:30,627 - mmaction - INFO - Epoch [93][1300/3757] lr: 1.000e-03, eta: 2 days, 16:51:50, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.0275, top1_acc: 0.6414, top5_acc: 0.8273, loss_cls: 1.5664, loss: 2.5939, grad_norm: 8.7461 2021-07-07 08:20:51,828 - mmaction - INFO - Epoch [93][1320/3757] lr: 1.000e-03, eta: 2 days, 16:51:29, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0459, top1_acc: 0.6383, top5_acc: 0.8148, loss_cls: 1.5802, loss: 2.6260, grad_norm: 8.7559 2021-07-07 08:21:12,960 - mmaction - INFO - Epoch [93][1340/3757] lr: 1.000e-03, eta: 2 days, 16:51:07, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0559, top1_acc: 0.6414, top5_acc: 0.8148, loss_cls: 1.5663, loss: 2.6222, grad_norm: 8.5214 2021-07-07 08:21:34,260 - mmaction - INFO - Epoch [93][1360/3757] lr: 1.000e-03, eta: 2 days, 16:50:45, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.4924, loss: 2.5133, grad_norm: 8.2993 2021-07-07 08:21:56,676 - mmaction - INFO - Epoch [93][1380/3757] lr: 1.000e-03, eta: 2 days, 16:50:24, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.0220, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.5193, loss: 2.5413, grad_norm: 8.6579 2021-07-07 08:22:17,714 - mmaction - INFO - Epoch [93][1400/3757] lr: 1.000e-03, eta: 2 days, 16:50:02, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.0637, top1_acc: 0.6328, top5_acc: 0.8187, loss_cls: 1.5715, loss: 2.6352, grad_norm: 8.6428 2021-07-07 08:22:38,973 - mmaction - INFO - Epoch [93][1420/3757] lr: 1.000e-03, eta: 2 days, 16:49:40, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.5202, loss: 2.5294, grad_norm: 8.7843 2021-07-07 08:22:59,972 - mmaction - INFO - Epoch [93][1440/3757] lr: 1.000e-03, eta: 2 days, 16:49:19, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4458, loss: 2.4390, grad_norm: 8.6175 2021-07-07 08:23:21,073 - mmaction - INFO - Epoch [93][1460/3757] lr: 1.000e-03, eta: 2 days, 16:48:57, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0398, top1_acc: 0.6453, top5_acc: 0.8297, loss_cls: 1.5020, loss: 2.5418, grad_norm: 8.6498 2021-07-07 08:23:42,147 - mmaction - INFO - Epoch [93][1480/3757] lr: 1.000e-03, eta: 2 days, 16:48:35, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4833, loss: 2.5033, grad_norm: 8.6875 2021-07-07 08:24:03,742 - mmaction - INFO - Epoch [93][1500/3757] lr: 1.000e-03, eta: 2 days, 16:48:13, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6586, top5_acc: 0.8594, loss_cls: 1.3907, loss: 2.3564, grad_norm: 8.6481 2021-07-07 08:24:25,710 - mmaction - INFO - Epoch [93][1520/3757] lr: 1.000e-03, eta: 2 days, 16:47:52, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.0590, top1_acc: 0.6164, top5_acc: 0.8219, loss_cls: 1.5979, loss: 2.6570, grad_norm: 8.8072 2021-07-07 08:24:46,535 - mmaction - INFO - Epoch [93][1540/3757] lr: 1.000e-03, eta: 2 days, 16:47:30, time: 1.044, data_time: 0.007, memory: 6921, loss_aux: 1.0275, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.4836, loss: 2.5112, grad_norm: 8.7640 2021-07-07 08:25:07,750 - mmaction - INFO - Epoch [93][1560/3757] lr: 1.000e-03, eta: 2 days, 16:47:08, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9823, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4745, loss: 2.4567, grad_norm: 8.5708 2021-07-07 08:25:29,018 - mmaction - INFO - Epoch [93][1580/3757] lr: 1.000e-03, eta: 2 days, 16:46:46, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0530, top1_acc: 0.6172, top5_acc: 0.8219, loss_cls: 1.6047, loss: 2.6577, grad_norm: 8.7533 2021-07-07 08:25:50,237 - mmaction - INFO - Epoch [93][1600/3757] lr: 1.000e-03, eta: 2 days, 16:46:25, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9960, top1_acc: 0.6648, top5_acc: 0.8328, loss_cls: 1.4732, loss: 2.4692, grad_norm: 8.2393 2021-07-07 08:26:12,395 - mmaction - INFO - Epoch [93][1620/3757] lr: 1.000e-03, eta: 2 days, 16:46:03, time: 1.110, data_time: 0.005, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4333, loss: 2.4147, grad_norm: 8.3923 2021-07-07 08:26:33,501 - mmaction - INFO - Epoch [93][1640/3757] lr: 1.000e-03, eta: 2 days, 16:45:42, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0457, top1_acc: 0.6234, top5_acc: 0.8258, loss_cls: 1.5570, loss: 2.6027, grad_norm: 8.6365 2021-07-07 08:26:54,826 - mmaction - INFO - Epoch [93][1660/3757] lr: 1.000e-03, eta: 2 days, 16:45:20, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.0108, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4635, loss: 2.4743, grad_norm: 8.3681 2021-07-07 08:27:15,957 - mmaction - INFO - Epoch [93][1680/3757] lr: 1.000e-03, eta: 2 days, 16:44:58, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0509, top1_acc: 0.6500, top5_acc: 0.8211, loss_cls: 1.5507, loss: 2.6015, grad_norm: 8.6923 2021-07-07 08:27:37,148 - mmaction - INFO - Epoch [93][1700/3757] lr: 1.000e-03, eta: 2 days, 16:44:36, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.1187, top1_acc: 0.5906, top5_acc: 0.8031, loss_cls: 1.7164, loss: 2.8351, grad_norm: 9.1667 2021-07-07 08:27:58,201 - mmaction - INFO - Epoch [93][1720/3757] lr: 1.000e-03, eta: 2 days, 16:44:14, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4569, loss: 2.4658, grad_norm: 8.5617 2021-07-07 08:28:19,380 - mmaction - INFO - Epoch [93][1740/3757] lr: 1.000e-03, eta: 2 days, 16:43:53, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 0.9610, top1_acc: 0.6484, top5_acc: 0.8562, loss_cls: 1.4078, loss: 2.3689, grad_norm: 8.5038 2021-07-07 08:28:41,468 - mmaction - INFO - Epoch [93][1760/3757] lr: 1.000e-03, eta: 2 days, 16:43:31, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.5380, loss: 2.5588, grad_norm: 8.4640 2021-07-07 08:29:02,735 - mmaction - INFO - Epoch [93][1780/3757] lr: 1.000e-03, eta: 2 days, 16:43:10, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0419, top1_acc: 0.6320, top5_acc: 0.8227, loss_cls: 1.5731, loss: 2.6150, grad_norm: 8.6157 2021-07-07 08:29:23,740 - mmaction - INFO - Epoch [93][1800/3757] lr: 1.000e-03, eta: 2 days, 16:42:48, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0437, top1_acc: 0.6188, top5_acc: 0.8109, loss_cls: 1.5966, loss: 2.6403, grad_norm: 8.6489 2021-07-07 08:29:44,926 - mmaction - INFO - Epoch [93][1820/3757] lr: 1.000e-03, eta: 2 days, 16:42:26, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5251, loss: 2.5475, grad_norm: 8.4520 2021-07-07 08:30:06,124 - mmaction - INFO - Epoch [93][1840/3757] lr: 1.000e-03, eta: 2 days, 16:42:04, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0188, top1_acc: 0.6391, top5_acc: 0.8242, loss_cls: 1.5258, loss: 2.5446, grad_norm: 8.3899 2021-07-07 08:30:28,137 - mmaction - INFO - Epoch [93][1860/3757] lr: 1.000e-03, eta: 2 days, 16:41:43, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.5345, loss: 2.5511, grad_norm: 8.5930 2021-07-07 08:30:49,868 - mmaction - INFO - Epoch [93][1880/3757] lr: 1.000e-03, eta: 2 days, 16:41:21, time: 1.086, data_time: 0.001, memory: 6921, loss_aux: 1.0854, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5155, loss: 2.6008, grad_norm: 8.3712 2021-07-07 08:31:11,840 - mmaction - INFO - Epoch [93][1900/3757] lr: 1.000e-03, eta: 2 days, 16:41:00, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.0683, top1_acc: 0.6258, top5_acc: 0.8289, loss_cls: 1.5828, loss: 2.6511, grad_norm: 8.7247 2021-07-07 08:31:33,035 - mmaction - INFO - Epoch [93][1920/3757] lr: 1.000e-03, eta: 2 days, 16:40:38, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0835, top1_acc: 0.6109, top5_acc: 0.8148, loss_cls: 1.6332, loss: 2.7168, grad_norm: 9.1330 2021-07-07 08:31:54,474 - mmaction - INFO - Epoch [93][1940/3757] lr: 1.000e-03, eta: 2 days, 16:40:17, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6398, top5_acc: 0.8219, loss_cls: 1.5285, loss: 2.5160, grad_norm: 8.5092 2021-07-07 08:32:15,548 - mmaction - INFO - Epoch [93][1960/3757] lr: 1.000e-03, eta: 2 days, 16:39:55, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6469, top5_acc: 0.8336, loss_cls: 1.5063, loss: 2.5229, grad_norm: 8.8582 2021-07-07 08:32:36,573 - mmaction - INFO - Epoch [93][1980/3757] lr: 1.000e-03, eta: 2 days, 16:39:33, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0826, top1_acc: 0.6258, top5_acc: 0.8195, loss_cls: 1.6126, loss: 2.6952, grad_norm: 8.9560 2021-07-07 08:32:58,292 - mmaction - INFO - Epoch [93][2000/3757] lr: 1.000e-03, eta: 2 days, 16:39:11, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 1.0401, top1_acc: 0.6266, top5_acc: 0.8219, loss_cls: 1.5712, loss: 2.6113, grad_norm: 8.8719 2021-07-07 08:33:20,375 - mmaction - INFO - Epoch [93][2020/3757] lr: 1.000e-03, eta: 2 days, 16:38:50, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 1.0067, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.5065, loss: 2.5132, grad_norm: 8.4389 2021-07-07 08:33:41,745 - mmaction - INFO - Epoch [93][2040/3757] lr: 1.000e-03, eta: 2 days, 16:38:29, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.0055, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.5094, loss: 2.5149, grad_norm: 8.5296 2021-07-07 08:34:02,759 - mmaction - INFO - Epoch [93][2060/3757] lr: 1.000e-03, eta: 2 days, 16:38:07, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5018, loss: 2.5227, grad_norm: 8.6225 2021-07-07 08:34:23,915 - mmaction - INFO - Epoch [93][2080/3757] lr: 1.000e-03, eta: 2 days, 16:37:45, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0590, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.6070, loss: 2.6660, grad_norm: 8.7900 2021-07-07 08:34:45,024 - mmaction - INFO - Epoch [93][2100/3757] lr: 1.000e-03, eta: 2 days, 16:37:23, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0622, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.5890, loss: 2.6512, grad_norm: 8.7389 2021-07-07 08:35:06,119 - mmaction - INFO - Epoch [93][2120/3757] lr: 1.000e-03, eta: 2 days, 16:37:01, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0420, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5304, loss: 2.5725, grad_norm: 8.7284 2021-07-07 08:35:27,207 - mmaction - INFO - Epoch [93][2140/3757] lr: 1.000e-03, eta: 2 days, 16:36:39, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0210, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5351, loss: 2.5562, grad_norm: 8.6131 2021-07-07 08:35:48,297 - mmaction - INFO - Epoch [93][2160/3757] lr: 1.000e-03, eta: 2 days, 16:36:17, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0630, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.6053, loss: 2.6683, grad_norm: 8.6747 2021-07-07 08:36:09,494 - mmaction - INFO - Epoch [93][2180/3757] lr: 1.000e-03, eta: 2 days, 16:35:56, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0565, top1_acc: 0.6242, top5_acc: 0.8227, loss_cls: 1.5720, loss: 2.6285, grad_norm: 8.8618 2021-07-07 08:36:30,824 - mmaction - INFO - Epoch [93][2200/3757] lr: 1.000e-03, eta: 2 days, 16:35:34, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9834, top1_acc: 0.6547, top5_acc: 0.8547, loss_cls: 1.4154, loss: 2.3987, grad_norm: 8.4349 2021-07-07 08:36:52,171 - mmaction - INFO - Epoch [93][2220/3757] lr: 1.000e-03, eta: 2 days, 16:35:12, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4464, loss: 2.4302, grad_norm: 8.4648 2021-07-07 08:37:13,918 - mmaction - INFO - Epoch [93][2240/3757] lr: 1.000e-03, eta: 2 days, 16:34:51, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.0430, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5498, loss: 2.5929, grad_norm: 8.7589 2021-07-07 08:37:34,912 - mmaction - INFO - Epoch [93][2260/3757] lr: 1.000e-03, eta: 2 days, 16:34:29, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0259, top1_acc: 0.6109, top5_acc: 0.8352, loss_cls: 1.5721, loss: 2.5979, grad_norm: 8.8446 2021-07-07 08:37:56,179 - mmaction - INFO - Epoch [93][2280/3757] lr: 1.000e-03, eta: 2 days, 16:34:07, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 1.0522, top1_acc: 0.6414, top5_acc: 0.8281, loss_cls: 1.5181, loss: 2.5703, grad_norm: 8.5669 2021-07-07 08:38:18,036 - mmaction - INFO - Epoch [93][2300/3757] lr: 1.000e-03, eta: 2 days, 16:33:46, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 1.0507, top1_acc: 0.6336, top5_acc: 0.8195, loss_cls: 1.5605, loss: 2.6112, grad_norm: 8.6568 2021-07-07 08:38:38,965 - mmaction - INFO - Epoch [93][2320/3757] lr: 1.000e-03, eta: 2 days, 16:33:24, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 1.0341, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.4785, loss: 2.5126, grad_norm: 8.4027 2021-07-07 08:39:00,518 - mmaction - INFO - Epoch [93][2340/3757] lr: 1.000e-03, eta: 2 days, 16:33:02, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.0411, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.5493, loss: 2.5904, grad_norm: 8.5837 2021-07-07 08:39:21,940 - mmaction - INFO - Epoch [93][2360/3757] lr: 1.000e-03, eta: 2 days, 16:32:41, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.0518, top1_acc: 0.6484, top5_acc: 0.8250, loss_cls: 1.5292, loss: 2.5811, grad_norm: 8.6009 2021-07-07 08:39:43,045 - mmaction - INFO - Epoch [93][2380/3757] lr: 1.000e-03, eta: 2 days, 16:32:19, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0535, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.5492, loss: 2.6027, grad_norm: 8.6283 2021-07-07 08:40:04,118 - mmaction - INFO - Epoch [93][2400/3757] lr: 1.000e-03, eta: 2 days, 16:31:57, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0431, top1_acc: 0.6344, top5_acc: 0.8320, loss_cls: 1.5668, loss: 2.6099, grad_norm: 8.5533 2021-07-07 08:40:25,392 - mmaction - INFO - Epoch [93][2420/3757] lr: 1.000e-03, eta: 2 days, 16:31:35, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0504, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.5196, loss: 2.5700, grad_norm: 8.6316 2021-07-07 08:40:46,288 - mmaction - INFO - Epoch [93][2440/3757] lr: 1.000e-03, eta: 2 days, 16:31:13, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.0408, top1_acc: 0.6289, top5_acc: 0.8328, loss_cls: 1.5702, loss: 2.6110, grad_norm: 8.7842 2021-07-07 08:41:08,524 - mmaction - INFO - Epoch [93][2460/3757] lr: 1.000e-03, eta: 2 days, 16:30:52, time: 1.114, data_time: 0.005, memory: 6921, loss_aux: 1.0600, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5676, loss: 2.6276, grad_norm: 8.7027 2021-07-07 08:41:29,562 - mmaction - INFO - Epoch [93][2480/3757] lr: 1.000e-03, eta: 2 days, 16:30:30, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0553, top1_acc: 0.6297, top5_acc: 0.8320, loss_cls: 1.5357, loss: 2.5910, grad_norm: 8.6912 2021-07-07 08:41:51,455 - mmaction - INFO - Epoch [93][2500/3757] lr: 1.000e-03, eta: 2 days, 16:30:09, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.4883, loss: 2.4888, grad_norm: 8.4865 2021-07-07 08:42:12,559 - mmaction - INFO - Epoch [93][2520/3757] lr: 1.000e-03, eta: 2 days, 16:29:47, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6258, top5_acc: 0.8242, loss_cls: 1.5531, loss: 2.5519, grad_norm: 8.5044 2021-07-07 08:42:33,649 - mmaction - INFO - Epoch [93][2540/3757] lr: 1.000e-03, eta: 2 days, 16:29:25, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0423, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.5255, loss: 2.5679, grad_norm: 8.4568 2021-07-07 08:42:55,263 - mmaction - INFO - Epoch [93][2560/3757] lr: 1.000e-03, eta: 2 days, 16:29:04, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.0517, top1_acc: 0.6211, top5_acc: 0.8258, loss_cls: 1.5647, loss: 2.6164, grad_norm: 8.6784 2021-07-07 08:43:16,373 - mmaction - INFO - Epoch [93][2580/3757] lr: 1.000e-03, eta: 2 days, 16:28:42, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9935, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4666, loss: 2.4601, grad_norm: 8.3555 2021-07-07 08:43:37,712 - mmaction - INFO - Epoch [93][2600/3757] lr: 1.000e-03, eta: 2 days, 16:28:20, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0173, top1_acc: 0.6266, top5_acc: 0.8219, loss_cls: 1.5683, loss: 2.5856, grad_norm: 8.6602 2021-07-07 08:43:59,362 - mmaction - INFO - Epoch [93][2620/3757] lr: 1.000e-03, eta: 2 days, 16:27:59, time: 1.082, data_time: 0.021, memory: 6921, loss_aux: 1.0175, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5418, loss: 2.5594, grad_norm: 8.6258 2021-07-07 08:44:21,194 - mmaction - INFO - Epoch [93][2640/3757] lr: 1.000e-03, eta: 2 days, 16:27:37, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9999, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5296, loss: 2.5295, grad_norm: 8.5429 2021-07-07 08:44:42,206 - mmaction - INFO - Epoch [93][2660/3757] lr: 1.000e-03, eta: 2 days, 16:27:15, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.0021, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.4379, loss: 2.4400, grad_norm: 8.4258 2021-07-07 08:45:03,327 - mmaction - INFO - Epoch [93][2680/3757] lr: 1.000e-03, eta: 2 days, 16:26:53, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0122, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.5143, loss: 2.5266, grad_norm: 8.5090 2021-07-07 08:45:24,570 - mmaction - INFO - Epoch [93][2700/3757] lr: 1.000e-03, eta: 2 days, 16:26:32, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4416, loss: 2.4209, grad_norm: 8.4434 2021-07-07 08:45:45,923 - mmaction - INFO - Epoch [93][2720/3757] lr: 1.000e-03, eta: 2 days, 16:26:10, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6148, top5_acc: 0.8234, loss_cls: 1.5404, loss: 2.5507, grad_norm: 8.6233 2021-07-07 08:46:07,831 - mmaction - INFO - Epoch [93][2740/3757] lr: 1.000e-03, eta: 2 days, 16:25:49, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.0235, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5159, loss: 2.5394, grad_norm: 8.8121 2021-07-07 08:46:28,981 - mmaction - INFO - Epoch [93][2760/3757] lr: 1.000e-03, eta: 2 days, 16:25:27, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0215, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.5148, loss: 2.5363, grad_norm: 8.4202 2021-07-07 08:46:50,354 - mmaction - INFO - Epoch [93][2780/3757] lr: 1.000e-03, eta: 2 days, 16:25:05, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9704, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4699, loss: 2.4403, grad_norm: 8.6063 2021-07-07 08:47:11,683 - mmaction - INFO - Epoch [93][2800/3757] lr: 1.000e-03, eta: 2 days, 16:24:43, time: 1.067, data_time: 0.020, memory: 6921, loss_aux: 1.0290, top1_acc: 0.6352, top5_acc: 0.8414, loss_cls: 1.5216, loss: 2.5507, grad_norm: 8.7515 2021-07-07 08:47:32,818 - mmaction - INFO - Epoch [93][2820/3757] lr: 1.000e-03, eta: 2 days, 16:24:22, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0376, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.4918, loss: 2.5294, grad_norm: 8.6342 2021-07-07 08:47:53,829 - mmaction - INFO - Epoch [93][2840/3757] lr: 1.000e-03, eta: 2 days, 16:24:00, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6406, top5_acc: 0.8289, loss_cls: 1.5108, loss: 2.5213, grad_norm: 8.5201 2021-07-07 08:48:14,976 - mmaction - INFO - Epoch [93][2860/3757] lr: 1.000e-03, eta: 2 days, 16:23:38, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9968, top1_acc: 0.6492, top5_acc: 0.8313, loss_cls: 1.4911, loss: 2.4879, grad_norm: 8.7961 2021-07-07 08:48:37,114 - mmaction - INFO - Epoch [93][2880/3757] lr: 1.000e-03, eta: 2 days, 16:23:17, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4371, loss: 2.4258, grad_norm: 8.2983 2021-07-07 08:48:58,298 - mmaction - INFO - Epoch [93][2900/3757] lr: 1.000e-03, eta: 2 days, 16:22:55, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.4896, loss: 2.4954, grad_norm: 8.6941 2021-07-07 08:49:19,461 - mmaction - INFO - Epoch [93][2920/3757] lr: 1.000e-03, eta: 2 days, 16:22:33, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9772, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4289, loss: 2.4062, grad_norm: 8.3441 2021-07-07 08:49:40,785 - mmaction - INFO - Epoch [93][2940/3757] lr: 1.000e-03, eta: 2 days, 16:22:11, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0896, top1_acc: 0.6352, top5_acc: 0.8187, loss_cls: 1.6184, loss: 2.7080, grad_norm: 9.0546 2021-07-07 08:50:02,022 - mmaction - INFO - Epoch [93][2960/3757] lr: 1.000e-03, eta: 2 days, 16:21:50, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0661, top1_acc: 0.6383, top5_acc: 0.8211, loss_cls: 1.5855, loss: 2.6515, grad_norm: 8.7434 2021-07-07 08:50:23,353 - mmaction - INFO - Epoch [93][2980/3757] lr: 1.000e-03, eta: 2 days, 16:21:28, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0514, top1_acc: 0.6219, top5_acc: 0.8211, loss_cls: 1.5963, loss: 2.6477, grad_norm: 8.7600 2021-07-07 08:50:44,439 - mmaction - INFO - Epoch [93][3000/3757] lr: 1.000e-03, eta: 2 days, 16:21:06, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0516, top1_acc: 0.6320, top5_acc: 0.8242, loss_cls: 1.5629, loss: 2.6146, grad_norm: 8.6403 2021-07-07 08:51:05,539 - mmaction - INFO - Epoch [93][3020/3757] lr: 1.000e-03, eta: 2 days, 16:20:44, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0181, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5716, loss: 2.5897, grad_norm: 8.7281 2021-07-07 08:51:27,034 - mmaction - INFO - Epoch [93][3040/3757] lr: 1.000e-03, eta: 2 days, 16:20:23, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0110, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5455, loss: 2.5565, grad_norm: 8.7122 2021-07-07 08:51:48,233 - mmaction - INFO - Epoch [93][3060/3757] lr: 1.000e-03, eta: 2 days, 16:20:01, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6570, top5_acc: 0.8281, loss_cls: 1.4908, loss: 2.4971, grad_norm: 8.3829 2021-07-07 08:52:09,348 - mmaction - INFO - Epoch [93][3080/3757] lr: 1.000e-03, eta: 2 days, 16:19:39, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0784, top1_acc: 0.6211, top5_acc: 0.7992, loss_cls: 1.6553, loss: 2.7337, grad_norm: 8.5845 2021-07-07 08:52:30,605 - mmaction - INFO - Epoch [93][3100/3757] lr: 1.000e-03, eta: 2 days, 16:19:17, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0628, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5512, loss: 2.6140, grad_norm: 8.6352 2021-07-07 08:52:51,985 - mmaction - INFO - Epoch [93][3120/3757] lr: 1.000e-03, eta: 2 days, 16:18:56, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.4674, loss: 2.4519, grad_norm: 8.5442 2021-07-07 08:53:13,710 - mmaction - INFO - Epoch [93][3140/3757] lr: 1.000e-03, eta: 2 days, 16:18:34, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.0053, top1_acc: 0.6617, top5_acc: 0.8367, loss_cls: 1.4555, loss: 2.4607, grad_norm: 8.2879 2021-07-07 08:53:34,860 - mmaction - INFO - Epoch [93][3160/3757] lr: 1.000e-03, eta: 2 days, 16:18:12, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0833, top1_acc: 0.6148, top5_acc: 0.8031, loss_cls: 1.6525, loss: 2.7359, grad_norm: 8.7580 2021-07-07 08:53:56,206 - mmaction - INFO - Epoch [93][3180/3757] lr: 1.000e-03, eta: 2 days, 16:17:51, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0404, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5535, loss: 2.5939, grad_norm: 8.4976 2021-07-07 08:54:17,512 - mmaction - INFO - Epoch [93][3200/3757] lr: 1.000e-03, eta: 2 days, 16:17:29, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9928, top1_acc: 0.6539, top5_acc: 0.8297, loss_cls: 1.4675, loss: 2.4603, grad_norm: 8.4239 2021-07-07 08:54:38,503 - mmaction - INFO - Epoch [93][3220/3757] lr: 1.000e-03, eta: 2 days, 16:17:07, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0568, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.5728, loss: 2.6295, grad_norm: 8.7903 2021-07-07 08:54:59,672 - mmaction - INFO - Epoch [93][3240/3757] lr: 1.000e-03, eta: 2 days, 16:16:45, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0449, top1_acc: 0.6383, top5_acc: 0.8148, loss_cls: 1.5754, loss: 2.6202, grad_norm: 8.6453 2021-07-07 08:55:21,527 - mmaction - INFO - Epoch [93][3260/3757] lr: 1.000e-03, eta: 2 days, 16:16:24, time: 1.091, data_time: 0.001, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5172, loss: 2.5187, grad_norm: 8.6952 2021-07-07 08:55:43,700 - mmaction - INFO - Epoch [93][3280/3757] lr: 1.000e-03, eta: 2 days, 16:16:03, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.0178, top1_acc: 0.6164, top5_acc: 0.8281, loss_cls: 1.5670, loss: 2.5848, grad_norm: 8.5079 2021-07-07 08:56:04,584 - mmaction - INFO - Epoch [93][3300/3757] lr: 1.000e-03, eta: 2 days, 16:15:41, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.0810, top1_acc: 0.6211, top5_acc: 0.8102, loss_cls: 1.6179, loss: 2.6989, grad_norm: 8.6622 2021-07-07 08:56:25,645 - mmaction - INFO - Epoch [93][3320/3757] lr: 1.000e-03, eta: 2 days, 16:15:19, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9925, top1_acc: 0.6281, top5_acc: 0.8445, loss_cls: 1.4823, loss: 2.4748, grad_norm: 8.6752 2021-07-07 08:56:46,719 - mmaction - INFO - Epoch [93][3340/3757] lr: 1.000e-03, eta: 2 days, 16:14:57, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0545, top1_acc: 0.6273, top5_acc: 0.8055, loss_cls: 1.6063, loss: 2.6608, grad_norm: 8.9445 2021-07-07 08:57:08,532 - mmaction - INFO - Epoch [93][3360/3757] lr: 1.000e-03, eta: 2 days, 16:14:36, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6391, top5_acc: 0.8141, loss_cls: 1.5823, loss: 2.5978, grad_norm: 8.6449 2021-07-07 08:57:29,624 - mmaction - INFO - Epoch [93][3380/3757] lr: 1.000e-03, eta: 2 days, 16:14:14, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0201, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.4814, loss: 2.5015, grad_norm: 8.5983 2021-07-07 08:57:52,448 - mmaction - INFO - Epoch [93][3400/3757] lr: 1.000e-03, eta: 2 days, 16:13:53, time: 1.142, data_time: 0.002, memory: 6921, loss_aux: 1.0515, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.5419, loss: 2.5933, grad_norm: 8.7935 2021-07-07 08:58:13,368 - mmaction - INFO - Epoch [93][3420/3757] lr: 1.000e-03, eta: 2 days, 16:13:31, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 1.0655, top1_acc: 0.6180, top5_acc: 0.8367, loss_cls: 1.5864, loss: 2.6519, grad_norm: 9.0737 2021-07-07 08:58:34,378 - mmaction - INFO - Epoch [93][3440/3757] lr: 1.000e-03, eta: 2 days, 16:13:09, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0076, top1_acc: 0.6398, top5_acc: 0.8305, loss_cls: 1.5027, loss: 2.5103, grad_norm: 8.6850 2021-07-07 08:58:55,659 - mmaction - INFO - Epoch [93][3460/3757] lr: 1.000e-03, eta: 2 days, 16:12:47, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0739, top1_acc: 0.6336, top5_acc: 0.8125, loss_cls: 1.6122, loss: 2.6861, grad_norm: 8.9409 2021-07-07 08:59:17,551 - mmaction - INFO - Epoch [93][3480/3757] lr: 1.000e-03, eta: 2 days, 16:12:26, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.0316, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4953, loss: 2.5270, grad_norm: 8.6474 2021-07-07 08:59:38,621 - mmaction - INFO - Epoch [93][3500/3757] lr: 1.000e-03, eta: 2 days, 16:12:04, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0493, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5503, loss: 2.5997, grad_norm: 8.7365 2021-07-07 08:59:59,680 - mmaction - INFO - Epoch [93][3520/3757] lr: 1.000e-03, eta: 2 days, 16:11:42, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0392, top1_acc: 0.6359, top5_acc: 0.8117, loss_cls: 1.6098, loss: 2.6490, grad_norm: 8.8923 2021-07-07 09:00:20,778 - mmaction - INFO - Epoch [93][3540/3757] lr: 1.000e-03, eta: 2 days, 16:11:20, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.5334, loss: 2.5854, grad_norm: 8.6539 2021-07-07 09:00:41,627 - mmaction - INFO - Epoch [93][3560/3757] lr: 1.000e-03, eta: 2 days, 16:10:58, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 1.0467, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.5596, loss: 2.6063, grad_norm: 8.7509 2021-07-07 09:01:02,899 - mmaction - INFO - Epoch [93][3580/3757] lr: 1.000e-03, eta: 2 days, 16:10:37, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6602, top5_acc: 0.8273, loss_cls: 1.4684, loss: 2.4735, grad_norm: 8.6431 2021-07-07 09:01:24,214 - mmaction - INFO - Epoch [93][3600/3757] lr: 1.000e-03, eta: 2 days, 16:10:15, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0205, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5425, loss: 2.5631, grad_norm: 8.7846 2021-07-07 09:01:45,515 - mmaction - INFO - Epoch [93][3620/3757] lr: 1.000e-03, eta: 2 days, 16:09:53, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0176, top1_acc: 0.6156, top5_acc: 0.8305, loss_cls: 1.5159, loss: 2.5335, grad_norm: 8.5999 2021-07-07 09:02:06,691 - mmaction - INFO - Epoch [93][3640/3757] lr: 1.000e-03, eta: 2 days, 16:09:32, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0321, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.5428, loss: 2.5749, grad_norm: 8.6792 2021-07-07 09:02:28,162 - mmaction - INFO - Epoch [93][3660/3757] lr: 1.000e-03, eta: 2 days, 16:09:10, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6297, top5_acc: 0.8187, loss_cls: 1.5577, loss: 2.5890, grad_norm: 8.6031 2021-07-07 09:02:49,945 - mmaction - INFO - Epoch [93][3680/3757] lr: 1.000e-03, eta: 2 days, 16:08:48, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.0692, top1_acc: 0.6203, top5_acc: 0.8156, loss_cls: 1.6191, loss: 2.6883, grad_norm: 8.7898 2021-07-07 09:03:11,091 - mmaction - INFO - Epoch [93][3700/3757] lr: 1.000e-03, eta: 2 days, 16:08:27, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9472, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.3891, loss: 2.3363, grad_norm: 8.5314 2021-07-07 09:03:32,231 - mmaction - INFO - Epoch [93][3720/3757] lr: 1.000e-03, eta: 2 days, 16:08:05, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0477, top1_acc: 0.6312, top5_acc: 0.8211, loss_cls: 1.5996, loss: 2.6473, grad_norm: 9.0508 2021-07-07 09:03:53,424 - mmaction - INFO - Epoch [93][3740/3757] lr: 1.000e-03, eta: 2 days, 16:07:43, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9901, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4668, loss: 2.4569, grad_norm: 8.5484 2021-07-07 09:04:11,921 - mmaction - INFO - Saving checkpoint at 93 epochs 2021-07-07 09:05:14,607 - mmaction - INFO - Epoch [94][20/3757] lr: 1.000e-03, eta: 2 days, 16:07:16, time: 3.048, data_time: 2.009, memory: 6921, loss_aux: 1.0553, top1_acc: 0.6234, top5_acc: 0.8203, loss_cls: 1.5697, loss: 2.6250, grad_norm: 8.8552 2021-07-07 09:05:37,081 - mmaction - INFO - Epoch [94][40/3757] lr: 1.000e-03, eta: 2 days, 16:06:55, time: 1.123, data_time: 0.070, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6367, top5_acc: 0.8414, loss_cls: 1.4774, loss: 2.4805, grad_norm: 8.6967 2021-07-07 09:05:58,183 - mmaction - INFO - Epoch [94][60/3757] lr: 1.000e-03, eta: 2 days, 16:06:33, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0013, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.4718, loss: 2.4731, grad_norm: 8.3850 2021-07-07 09:06:18,985 - mmaction - INFO - Epoch [94][80/3757] lr: 1.000e-03, eta: 2 days, 16:06:11, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 1.0544, top1_acc: 0.6094, top5_acc: 0.8094, loss_cls: 1.6444, loss: 2.6988, grad_norm: 8.9945 2021-07-07 09:06:40,455 - mmaction - INFO - Epoch [94][100/3757] lr: 1.000e-03, eta: 2 days, 16:05:50, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0200, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.5110, loss: 2.5309, grad_norm: 8.8479 2021-07-07 09:07:01,560 - mmaction - INFO - Epoch [94][120/3757] lr: 1.000e-03, eta: 2 days, 16:05:28, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.5084, loss: 2.5227, grad_norm: 8.6191 2021-07-07 09:07:22,436 - mmaction - INFO - Epoch [94][140/3757] lr: 1.000e-03, eta: 2 days, 16:05:06, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5696, loss: 2.6177, grad_norm: 8.7391 2021-07-07 09:07:43,527 - mmaction - INFO - Epoch [94][160/3757] lr: 1.000e-03, eta: 2 days, 16:04:44, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0284, top1_acc: 0.6328, top5_acc: 0.8258, loss_cls: 1.4936, loss: 2.5220, grad_norm: 8.5701 2021-07-07 09:08:04,641 - mmaction - INFO - Epoch [94][180/3757] lr: 1.000e-03, eta: 2 days, 16:04:22, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9901, top1_acc: 0.6602, top5_acc: 0.8391, loss_cls: 1.4527, loss: 2.4428, grad_norm: 8.5475 2021-07-07 09:08:25,807 - mmaction - INFO - Epoch [94][200/3757] lr: 1.000e-03, eta: 2 days, 16:04:00, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4691, loss: 2.4665, grad_norm: 8.5565 2021-07-07 09:08:46,794 - mmaction - INFO - Epoch [94][220/3757] lr: 1.000e-03, eta: 2 days, 16:03:38, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6312, top5_acc: 0.8375, loss_cls: 1.4940, loss: 2.5086, grad_norm: 8.7251 2021-07-07 09:09:08,073 - mmaction - INFO - Epoch [94][240/3757] lr: 1.000e-03, eta: 2 days, 16:03:17, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4764, loss: 2.4712, grad_norm: 8.5977 2021-07-07 09:09:29,290 - mmaction - INFO - Epoch [94][260/3757] lr: 1.000e-03, eta: 2 days, 16:02:55, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6359, top5_acc: 0.8313, loss_cls: 1.5089, loss: 2.5180, grad_norm: 8.7070 2021-07-07 09:09:51,385 - mmaction - INFO - Epoch [94][280/3757] lr: 1.000e-03, eta: 2 days, 16:02:34, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.4455, loss: 2.4344, grad_norm: 8.2769 2021-07-07 09:10:12,524 - mmaction - INFO - Epoch [94][300/3757] lr: 1.000e-03, eta: 2 days, 16:02:12, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0569, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.5783, loss: 2.6352, grad_norm: 8.8577 2021-07-07 09:10:33,787 - mmaction - INFO - Epoch [94][320/3757] lr: 1.000e-03, eta: 2 days, 16:01:50, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0458, top1_acc: 0.6078, top5_acc: 0.8297, loss_cls: 1.6100, loss: 2.6558, grad_norm: 8.9960 2021-07-07 09:10:55,281 - mmaction - INFO - Epoch [94][340/3757] lr: 1.000e-03, eta: 2 days, 16:01:28, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0268, top1_acc: 0.6344, top5_acc: 0.8172, loss_cls: 1.5405, loss: 2.5673, grad_norm: 8.5471 2021-07-07 09:11:16,472 - mmaction - INFO - Epoch [94][360/3757] lr: 1.000e-03, eta: 2 days, 16:01:07, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0046, top1_acc: 0.6391, top5_acc: 0.8273, loss_cls: 1.5114, loss: 2.5160, grad_norm: 8.5292 2021-07-07 09:11:37,842 - mmaction - INFO - Epoch [94][380/3757] lr: 1.000e-03, eta: 2 days, 16:00:45, time: 1.069, data_time: 0.010, memory: 6921, loss_aux: 0.9737, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.4343, loss: 2.4080, grad_norm: 8.6007 2021-07-07 09:11:59,685 - mmaction - INFO - Epoch [94][400/3757] lr: 1.000e-03, eta: 2 days, 16:00:24, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.0277, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4806, loss: 2.5083, grad_norm: 8.7869 2021-07-07 09:12:20,743 - mmaction - INFO - Epoch [94][420/3757] lr: 1.000e-03, eta: 2 days, 16:00:02, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6438, top5_acc: 0.8297, loss_cls: 1.5065, loss: 2.5247, grad_norm: 8.5830 2021-07-07 09:12:41,825 - mmaction - INFO - Epoch [94][440/3757] lr: 1.000e-03, eta: 2 days, 15:59:40, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0406, top1_acc: 0.6312, top5_acc: 0.8141, loss_cls: 1.5761, loss: 2.6167, grad_norm: 8.7885 2021-07-07 09:13:02,968 - mmaction - INFO - Epoch [94][460/3757] lr: 1.000e-03, eta: 2 days, 15:59:18, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0694, top1_acc: 0.6398, top5_acc: 0.8047, loss_cls: 1.5752, loss: 2.6446, grad_norm: 8.3498 2021-07-07 09:13:24,216 - mmaction - INFO - Epoch [94][480/3757] lr: 1.000e-03, eta: 2 days, 15:58:56, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0442, top1_acc: 0.6156, top5_acc: 0.8273, loss_cls: 1.5878, loss: 2.6320, grad_norm: 8.8981 2021-07-07 09:13:45,363 - mmaction - INFO - Epoch [94][500/3757] lr: 1.000e-03, eta: 2 days, 15:58:35, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0065, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4616, loss: 2.4681, grad_norm: 8.3623 2021-07-07 09:14:06,429 - mmaction - INFO - Epoch [94][520/3757] lr: 1.000e-03, eta: 2 days, 15:58:13, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9723, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3916, loss: 2.3639, grad_norm: 8.3605 2021-07-07 09:14:27,681 - mmaction - INFO - Epoch [94][540/3757] lr: 1.000e-03, eta: 2 days, 15:57:51, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.4880, loss: 2.4773, grad_norm: 8.5694 2021-07-07 09:14:48,778 - mmaction - INFO - Epoch [94][560/3757] lr: 1.000e-03, eta: 2 days, 15:57:29, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0427, top1_acc: 0.6289, top5_acc: 0.8414, loss_cls: 1.5300, loss: 2.5727, grad_norm: 8.8840 2021-07-07 09:15:10,639 - mmaction - INFO - Epoch [94][580/3757] lr: 1.000e-03, eta: 2 days, 15:57:08, time: 1.094, data_time: 0.008, memory: 6921, loss_aux: 1.0431, top1_acc: 0.6398, top5_acc: 0.8219, loss_cls: 1.5535, loss: 2.5966, grad_norm: 8.4609 2021-07-07 09:15:32,479 - mmaction - INFO - Epoch [94][600/3757] lr: 1.000e-03, eta: 2 days, 15:56:46, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5456, loss: 2.5550, grad_norm: 8.7924 2021-07-07 09:15:53,344 - mmaction - INFO - Epoch [94][620/3757] lr: 1.000e-03, eta: 2 days, 15:56:24, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.0246, top1_acc: 0.6508, top5_acc: 0.8328, loss_cls: 1.5038, loss: 2.5285, grad_norm: 9.0279 2021-07-07 09:16:14,619 - mmaction - INFO - Epoch [94][640/3757] lr: 1.000e-03, eta: 2 days, 15:56:03, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6281, top5_acc: 0.8383, loss_cls: 1.4798, loss: 2.4817, grad_norm: 8.7103 2021-07-07 09:16:35,904 - mmaction - INFO - Epoch [94][660/3757] lr: 1.000e-03, eta: 2 days, 15:55:41, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6375, top5_acc: 0.8148, loss_cls: 1.5781, loss: 2.6135, grad_norm: 8.8109 2021-07-07 09:16:57,120 - mmaction - INFO - Epoch [94][680/3757] lr: 1.000e-03, eta: 2 days, 15:55:19, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0219, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5063, loss: 2.5282, grad_norm: 8.4831 2021-07-07 09:17:18,264 - mmaction - INFO - Epoch [94][700/3757] lr: 1.000e-03, eta: 2 days, 15:54:57, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0381, top1_acc: 0.6234, top5_acc: 0.8172, loss_cls: 1.5929, loss: 2.6310, grad_norm: 8.6028 2021-07-07 09:17:39,387 - mmaction - INFO - Epoch [94][720/3757] lr: 1.000e-03, eta: 2 days, 15:54:35, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6562, top5_acc: 0.8273, loss_cls: 1.4489, loss: 2.4264, grad_norm: 8.2869 2021-07-07 09:18:00,475 - mmaction - INFO - Epoch [94][740/3757] lr: 1.000e-03, eta: 2 days, 15:54:14, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0201, top1_acc: 0.6453, top5_acc: 0.8297, loss_cls: 1.4869, loss: 2.5070, grad_norm: 8.5168 2021-07-07 09:18:21,322 - mmaction - INFO - Epoch [94][760/3757] lr: 1.000e-03, eta: 2 days, 15:53:52, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 1.0722, top1_acc: 0.6375, top5_acc: 0.8164, loss_cls: 1.5731, loss: 2.6453, grad_norm: 8.8184 2021-07-07 09:18:42,385 - mmaction - INFO - Epoch [94][780/3757] lr: 1.000e-03, eta: 2 days, 15:53:30, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6203, top5_acc: 0.8102, loss_cls: 1.5714, loss: 2.6356, grad_norm: 8.8106 2021-07-07 09:19:04,160 - mmaction - INFO - Epoch [94][800/3757] lr: 1.000e-03, eta: 2 days, 15:53:08, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.0250, top1_acc: 0.6406, top5_acc: 0.8234, loss_cls: 1.5559, loss: 2.5810, grad_norm: 8.5057 2021-07-07 09:19:25,224 - mmaction - INFO - Epoch [94][820/3757] lr: 1.000e-03, eta: 2 days, 15:52:46, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9857, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4667, loss: 2.4524, grad_norm: 8.6696 2021-07-07 09:19:46,289 - mmaction - INFO - Epoch [94][840/3757] lr: 1.000e-03, eta: 2 days, 15:52:25, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0187, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.4990, loss: 2.5177, grad_norm: 8.9106 2021-07-07 09:20:07,446 - mmaction - INFO - Epoch [94][860/3757] lr: 1.000e-03, eta: 2 days, 15:52:03, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6367, top5_acc: 0.8258, loss_cls: 1.5398, loss: 2.5770, grad_norm: 8.5326 2021-07-07 09:20:28,669 - mmaction - INFO - Epoch [94][880/3757] lr: 1.000e-03, eta: 2 days, 15:51:41, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0263, top1_acc: 0.6602, top5_acc: 0.8281, loss_cls: 1.4672, loss: 2.4935, grad_norm: 8.4317 2021-07-07 09:20:50,082 - mmaction - INFO - Epoch [94][900/3757] lr: 1.000e-03, eta: 2 days, 15:51:19, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.0299, top1_acc: 0.6516, top5_acc: 0.8352, loss_cls: 1.5068, loss: 2.5367, grad_norm: 8.6374 2021-07-07 09:21:11,231 - mmaction - INFO - Epoch [94][920/3757] lr: 1.000e-03, eta: 2 days, 15:50:58, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0094, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4703, loss: 2.4796, grad_norm: 8.6149 2021-07-07 09:21:32,664 - mmaction - INFO - Epoch [94][940/3757] lr: 1.000e-03, eta: 2 days, 15:50:36, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0798, top1_acc: 0.6273, top5_acc: 0.8195, loss_cls: 1.6252, loss: 2.7051, grad_norm: 8.7461 2021-07-07 09:21:53,590 - mmaction - INFO - Epoch [94][960/3757] lr: 1.000e-03, eta: 2 days, 15:50:14, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4763, loss: 2.4800, grad_norm: 8.4086 2021-07-07 09:22:14,877 - mmaction - INFO - Epoch [94][980/3757] lr: 1.000e-03, eta: 2 days, 15:49:52, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6602, top5_acc: 0.8344, loss_cls: 1.5031, loss: 2.4708, grad_norm: 8.5861 2021-07-07 09:22:36,115 - mmaction - INFO - Epoch [94][1000/3757] lr: 1.000e-03, eta: 2 days, 15:49:30, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.0240, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.5180, loss: 2.5421, grad_norm: 8.3204 2021-07-07 09:22:57,292 - mmaction - INFO - Epoch [94][1020/3757] lr: 1.000e-03, eta: 2 days, 15:49:09, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0811, top1_acc: 0.6078, top5_acc: 0.8219, loss_cls: 1.6282, loss: 2.7092, grad_norm: 9.3073 2021-07-07 09:23:18,376 - mmaction - INFO - Epoch [94][1040/3757] lr: 1.000e-03, eta: 2 days, 15:48:47, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0440, top1_acc: 0.6188, top5_acc: 0.8313, loss_cls: 1.5850, loss: 2.6290, grad_norm: 8.7760 2021-07-07 09:23:39,567 - mmaction - INFO - Epoch [94][1060/3757] lr: 1.000e-03, eta: 2 days, 15:48:25, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0765, top1_acc: 0.6039, top5_acc: 0.8195, loss_cls: 1.6454, loss: 2.7220, grad_norm: 9.1067 2021-07-07 09:24:00,641 - mmaction - INFO - Epoch [94][1080/3757] lr: 1.000e-03, eta: 2 days, 15:48:03, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0463, top1_acc: 0.6219, top5_acc: 0.8320, loss_cls: 1.5830, loss: 2.6293, grad_norm: 9.0366 2021-07-07 09:24:22,879 - mmaction - INFO - Epoch [94][1100/3757] lr: 1.000e-03, eta: 2 days, 15:47:42, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.0228, top1_acc: 0.6539, top5_acc: 0.8313, loss_cls: 1.5375, loss: 2.5603, grad_norm: 9.0563 2021-07-07 09:24:43,903 - mmaction - INFO - Epoch [94][1120/3757] lr: 1.000e-03, eta: 2 days, 15:47:20, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0554, top1_acc: 0.6398, top5_acc: 0.8234, loss_cls: 1.5615, loss: 2.6170, grad_norm: 8.7558 2021-07-07 09:25:05,078 - mmaction - INFO - Epoch [94][1140/3757] lr: 1.000e-03, eta: 2 days, 15:46:58, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0428, top1_acc: 0.6453, top5_acc: 0.8266, loss_cls: 1.5241, loss: 2.5670, grad_norm: 8.7656 2021-07-07 09:25:26,447 - mmaction - INFO - Epoch [94][1160/3757] lr: 1.000e-03, eta: 2 days, 15:46:37, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0048, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4779, loss: 2.4827, grad_norm: 8.6477 2021-07-07 09:25:48,204 - mmaction - INFO - Epoch [94][1180/3757] lr: 1.000e-03, eta: 2 days, 15:46:15, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6172, top5_acc: 0.8281, loss_cls: 1.5552, loss: 2.5906, grad_norm: 8.4446 2021-07-07 09:26:09,310 - mmaction - INFO - Epoch [94][1200/3757] lr: 1.000e-03, eta: 2 days, 15:45:53, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0498, top1_acc: 0.6359, top5_acc: 0.8313, loss_cls: 1.5419, loss: 2.5917, grad_norm: 8.7112 2021-07-07 09:26:30,347 - mmaction - INFO - Epoch [94][1220/3757] lr: 1.000e-03, eta: 2 days, 15:45:32, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.5093, loss: 2.5453, grad_norm: 8.5655 2021-07-07 09:26:51,760 - mmaction - INFO - Epoch [94][1240/3757] lr: 1.000e-03, eta: 2 days, 15:45:10, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0021, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5124, loss: 2.5145, grad_norm: 8.6771 2021-07-07 09:27:12,914 - mmaction - INFO - Epoch [94][1260/3757] lr: 1.000e-03, eta: 2 days, 15:44:48, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0719, top1_acc: 0.6266, top5_acc: 0.8195, loss_cls: 1.6104, loss: 2.6824, grad_norm: 8.9231 2021-07-07 09:27:34,246 - mmaction - INFO - Epoch [94][1280/3757] lr: 1.000e-03, eta: 2 days, 15:44:26, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.0440, top1_acc: 0.6570, top5_acc: 0.8336, loss_cls: 1.5262, loss: 2.5702, grad_norm: 8.5806 2021-07-07 09:27:55,349 - mmaction - INFO - Epoch [94][1300/3757] lr: 1.000e-03, eta: 2 days, 15:44:05, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 1.0057, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.4684, loss: 2.4740, grad_norm: 8.5523 2021-07-07 09:28:16,704 - mmaction - INFO - Epoch [94][1320/3757] lr: 1.000e-03, eta: 2 days, 15:43:43, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0736, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5856, loss: 2.6592, grad_norm: 8.9906 2021-07-07 09:28:38,207 - mmaction - INFO - Epoch [94][1340/3757] lr: 1.000e-03, eta: 2 days, 15:43:21, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.4906, loss: 2.5259, grad_norm: 8.6825 2021-07-07 09:28:59,268 - mmaction - INFO - Epoch [94][1360/3757] lr: 1.000e-03, eta: 2 days, 15:42:59, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0531, top1_acc: 0.6398, top5_acc: 0.8156, loss_cls: 1.5405, loss: 2.5936, grad_norm: 8.5105 2021-07-07 09:29:20,647 - mmaction - INFO - Epoch [94][1380/3757] lr: 1.000e-03, eta: 2 days, 15:42:38, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0048, top1_acc: 0.6328, top5_acc: 0.8227, loss_cls: 1.5226, loss: 2.5274, grad_norm: 8.6449 2021-07-07 09:29:41,955 - mmaction - INFO - Epoch [94][1400/3757] lr: 1.000e-03, eta: 2 days, 15:42:16, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6383, top5_acc: 0.8461, loss_cls: 1.4975, loss: 2.5089, grad_norm: 8.7618 2021-07-07 09:30:03,777 - mmaction - INFO - Epoch [94][1420/3757] lr: 1.000e-03, eta: 2 days, 15:41:55, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6508, top5_acc: 0.8281, loss_cls: 1.4937, loss: 2.5071, grad_norm: 8.4170 2021-07-07 09:30:25,100 - mmaction - INFO - Epoch [94][1440/3757] lr: 1.000e-03, eta: 2 days, 15:41:33, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.0177, top1_acc: 0.6523, top5_acc: 0.8391, loss_cls: 1.4907, loss: 2.5084, grad_norm: 8.6163 2021-07-07 09:30:46,312 - mmaction - INFO - Epoch [94][1460/3757] lr: 1.000e-03, eta: 2 days, 15:41:11, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0537, top1_acc: 0.6359, top5_acc: 0.8195, loss_cls: 1.5567, loss: 2.6104, grad_norm: 8.6850 2021-07-07 09:31:07,275 - mmaction - INFO - Epoch [94][1480/3757] lr: 1.000e-03, eta: 2 days, 15:40:49, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0109, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.5106, loss: 2.5215, grad_norm: 8.7619 2021-07-07 09:31:28,669 - mmaction - INFO - Epoch [94][1500/3757] lr: 1.000e-03, eta: 2 days, 15:40:28, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0484, top1_acc: 0.6266, top5_acc: 0.8266, loss_cls: 1.5567, loss: 2.6051, grad_norm: 8.8772 2021-07-07 09:31:49,734 - mmaction - INFO - Epoch [94][1520/3757] lr: 1.000e-03, eta: 2 days, 15:40:06, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0316, top1_acc: 0.6508, top5_acc: 0.8289, loss_cls: 1.5490, loss: 2.5807, grad_norm: 8.4980 2021-07-07 09:32:10,950 - mmaction - INFO - Epoch [94][1540/3757] lr: 1.000e-03, eta: 2 days, 15:39:44, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0062, top1_acc: 0.6430, top5_acc: 0.8297, loss_cls: 1.5190, loss: 2.5251, grad_norm: 8.5677 2021-07-07 09:32:32,556 - mmaction - INFO - Epoch [94][1560/3757] lr: 1.000e-03, eta: 2 days, 15:39:22, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0676, top1_acc: 0.6211, top5_acc: 0.8211, loss_cls: 1.6182, loss: 2.6859, grad_norm: 9.1355 2021-07-07 09:32:53,748 - mmaction - INFO - Epoch [94][1580/3757] lr: 1.000e-03, eta: 2 days, 15:39:01, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0371, top1_acc: 0.6406, top5_acc: 0.8234, loss_cls: 1.5373, loss: 2.5744, grad_norm: 8.6641 2021-07-07 09:33:14,790 - mmaction - INFO - Epoch [94][1600/3757] lr: 1.000e-03, eta: 2 days, 15:38:39, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0364, top1_acc: 0.6492, top5_acc: 0.8266, loss_cls: 1.5350, loss: 2.5714, grad_norm: 9.0613 2021-07-07 09:33:36,065 - mmaction - INFO - Epoch [94][1620/3757] lr: 1.000e-03, eta: 2 days, 15:38:17, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0229, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5106, loss: 2.5335, grad_norm: 8.7180 2021-07-07 09:33:57,168 - mmaction - INFO - Epoch [94][1640/3757] lr: 1.000e-03, eta: 2 days, 15:37:55, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0246, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4877, loss: 2.5123, grad_norm: 8.3984 2021-07-07 09:34:18,765 - mmaction - INFO - Epoch [94][1660/3757] lr: 1.000e-03, eta: 2 days, 15:37:34, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.0706, top1_acc: 0.6234, top5_acc: 0.8164, loss_cls: 1.6009, loss: 2.6715, grad_norm: 8.7609 2021-07-07 09:34:40,659 - mmaction - INFO - Epoch [94][1680/3757] lr: 1.000e-03, eta: 2 days, 15:37:12, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 1.0654, top1_acc: 0.6414, top5_acc: 0.8125, loss_cls: 1.5956, loss: 2.6610, grad_norm: 9.0073 2021-07-07 09:35:01,769 - mmaction - INFO - Epoch [94][1700/3757] lr: 1.000e-03, eta: 2 days, 15:36:50, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0484, top1_acc: 0.6273, top5_acc: 0.8133, loss_cls: 1.5768, loss: 2.6252, grad_norm: 8.6776 2021-07-07 09:35:23,022 - mmaction - INFO - Epoch [94][1720/3757] lr: 1.000e-03, eta: 2 days, 15:36:29, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0282, top1_acc: 0.6383, top5_acc: 0.8187, loss_cls: 1.5425, loss: 2.5707, grad_norm: 8.6592 2021-07-07 09:35:44,129 - mmaction - INFO - Epoch [94][1740/3757] lr: 1.000e-03, eta: 2 days, 15:36:07, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4419, loss: 2.4255, grad_norm: 8.5297 2021-07-07 09:36:05,914 - mmaction - INFO - Epoch [94][1760/3757] lr: 1.000e-03, eta: 2 days, 15:35:45, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4530, loss: 2.4419, grad_norm: 8.5543 2021-07-07 09:36:27,736 - mmaction - INFO - Epoch [94][1780/3757] lr: 1.000e-03, eta: 2 days, 15:35:24, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.0511, top1_acc: 0.6250, top5_acc: 0.8195, loss_cls: 1.5688, loss: 2.6199, grad_norm: 8.6828 2021-07-07 09:36:48,896 - mmaction - INFO - Epoch [94][1800/3757] lr: 1.000e-03, eta: 2 days, 15:35:02, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0196, top1_acc: 0.6289, top5_acc: 0.8164, loss_cls: 1.5686, loss: 2.5883, grad_norm: 8.7590 2021-07-07 09:37:10,095 - mmaction - INFO - Epoch [94][1820/3757] lr: 1.000e-03, eta: 2 days, 15:34:41, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0219, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.5643, loss: 2.5862, grad_norm: 8.8903 2021-07-07 09:37:30,953 - mmaction - INFO - Epoch [94][1840/3757] lr: 1.000e-03, eta: 2 days, 15:34:19, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.0439, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.5520, loss: 2.5960, grad_norm: 8.9446 2021-07-07 09:37:52,015 - mmaction - INFO - Epoch [94][1860/3757] lr: 1.000e-03, eta: 2 days, 15:33:57, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0773, top1_acc: 0.6219, top5_acc: 0.8023, loss_cls: 1.6467, loss: 2.7240, grad_norm: 8.8666 2021-07-07 09:38:13,369 - mmaction - INFO - Epoch [94][1880/3757] lr: 1.000e-03, eta: 2 days, 15:33:35, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0497, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.5833, loss: 2.6330, grad_norm: 8.7115 2021-07-07 09:38:34,371 - mmaction - INFO - Epoch [94][1900/3757] lr: 1.000e-03, eta: 2 days, 15:33:13, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0674, top1_acc: 0.6273, top5_acc: 0.8266, loss_cls: 1.6156, loss: 2.6830, grad_norm: 8.9486 2021-07-07 09:38:55,320 - mmaction - INFO - Epoch [94][1920/3757] lr: 1.000e-03, eta: 2 days, 15:32:51, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0411, top1_acc: 0.6266, top5_acc: 0.8203, loss_cls: 1.5923, loss: 2.6333, grad_norm: 8.7004 2021-07-07 09:39:17,380 - mmaction - INFO - Epoch [94][1940/3757] lr: 1.000e-03, eta: 2 days, 15:32:30, time: 1.103, data_time: 0.001, memory: 6921, loss_aux: 1.0141, top1_acc: 0.6484, top5_acc: 0.8344, loss_cls: 1.5062, loss: 2.5202, grad_norm: 8.7934 2021-07-07 09:39:38,347 - mmaction - INFO - Epoch [94][1960/3757] lr: 1.000e-03, eta: 2 days, 15:32:08, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0189, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5072, loss: 2.5261, grad_norm: 8.7414 2021-07-07 09:39:59,775 - mmaction - INFO - Epoch [94][1980/3757] lr: 1.000e-03, eta: 2 days, 15:31:46, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0181, top1_acc: 0.6305, top5_acc: 0.8344, loss_cls: 1.5246, loss: 2.5427, grad_norm: 8.9628 2021-07-07 09:40:21,282 - mmaction - INFO - Epoch [94][2000/3757] lr: 1.000e-03, eta: 2 days, 15:31:25, time: 1.074, data_time: 0.029, memory: 6921, loss_aux: 1.0298, top1_acc: 0.6297, top5_acc: 0.8352, loss_cls: 1.5241, loss: 2.5539, grad_norm: 8.8397 2021-07-07 09:40:43,023 - mmaction - INFO - Epoch [94][2020/3757] lr: 1.000e-03, eta: 2 days, 15:31:03, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0124, top1_acc: 0.6273, top5_acc: 0.8320, loss_cls: 1.5243, loss: 2.5367, grad_norm: 8.5526 2021-07-07 09:41:04,123 - mmaction - INFO - Epoch [94][2040/3757] lr: 1.000e-03, eta: 2 days, 15:30:41, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9983, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4774, loss: 2.4756, grad_norm: 8.7539 2021-07-07 09:41:25,379 - mmaction - INFO - Epoch [94][2060/3757] lr: 1.000e-03, eta: 2 days, 15:30:20, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.0645, top1_acc: 0.6320, top5_acc: 0.8187, loss_cls: 1.5738, loss: 2.6383, grad_norm: 8.8462 2021-07-07 09:41:46,445 - mmaction - INFO - Epoch [94][2080/3757] lr: 1.000e-03, eta: 2 days, 15:29:58, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0473, top1_acc: 0.6336, top5_acc: 0.8258, loss_cls: 1.5386, loss: 2.5859, grad_norm: 8.8136 2021-07-07 09:42:07,629 - mmaction - INFO - Epoch [94][2100/3757] lr: 1.000e-03, eta: 2 days, 15:29:36, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0601, top1_acc: 0.6305, top5_acc: 0.8250, loss_cls: 1.5904, loss: 2.6505, grad_norm: 8.8593 2021-07-07 09:42:29,989 - mmaction - INFO - Epoch [94][2120/3757] lr: 1.000e-03, eta: 2 days, 15:29:15, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 1.0141, top1_acc: 0.6578, top5_acc: 0.8195, loss_cls: 1.5159, loss: 2.5300, grad_norm: 8.3526 2021-07-07 09:42:51,151 - mmaction - INFO - Epoch [94][2140/3757] lr: 1.000e-03, eta: 2 days, 15:28:53, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0942, top1_acc: 0.6047, top5_acc: 0.8070, loss_cls: 1.6490, loss: 2.7432, grad_norm: 9.2503 2021-07-07 09:43:12,393 - mmaction - INFO - Epoch [94][2160/3757] lr: 1.000e-03, eta: 2 days, 15:28:31, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6523, top5_acc: 0.8258, loss_cls: 1.4867, loss: 2.4946, grad_norm: 8.4717 2021-07-07 09:43:33,263 - mmaction - INFO - Epoch [94][2180/3757] lr: 1.000e-03, eta: 2 days, 15:28:09, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0577, top1_acc: 0.6414, top5_acc: 0.8172, loss_cls: 1.5727, loss: 2.6304, grad_norm: 8.8556 2021-07-07 09:43:54,633 - mmaction - INFO - Epoch [94][2200/3757] lr: 1.000e-03, eta: 2 days, 15:27:48, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.4630, loss: 2.4744, grad_norm: 8.4270 2021-07-07 09:44:15,757 - mmaction - INFO - Epoch [94][2220/3757] lr: 1.000e-03, eta: 2 days, 15:27:26, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9857, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.4180, loss: 2.4037, grad_norm: 8.5808 2021-07-07 09:44:36,896 - mmaction - INFO - Epoch [94][2240/3757] lr: 1.000e-03, eta: 2 days, 15:27:04, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0451, top1_acc: 0.6258, top5_acc: 0.8258, loss_cls: 1.5813, loss: 2.6263, grad_norm: 8.8864 2021-07-07 09:44:58,017 - mmaction - INFO - Epoch [94][2260/3757] lr: 1.000e-03, eta: 2 days, 15:26:42, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.5027, loss: 2.5133, grad_norm: 8.8905 2021-07-07 09:45:19,628 - mmaction - INFO - Epoch [94][2280/3757] lr: 1.000e-03, eta: 2 days, 15:26:21, time: 1.080, data_time: 0.029, memory: 6921, loss_aux: 1.0700, top1_acc: 0.6234, top5_acc: 0.8172, loss_cls: 1.6129, loss: 2.6830, grad_norm: 8.8302 2021-07-07 09:45:41,873 - mmaction - INFO - Epoch [94][2300/3757] lr: 1.000e-03, eta: 2 days, 15:26:00, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 0.9789, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4592, loss: 2.4382, grad_norm: 8.4922 2021-07-07 09:46:03,061 - mmaction - INFO - Epoch [94][2320/3757] lr: 1.000e-03, eta: 2 days, 15:25:38, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6336, top5_acc: 0.8453, loss_cls: 1.4789, loss: 2.4742, grad_norm: 8.6049 2021-07-07 09:46:24,725 - mmaction - INFO - Epoch [94][2340/3757] lr: 1.000e-03, eta: 2 days, 15:25:16, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6367, top5_acc: 0.8250, loss_cls: 1.5380, loss: 2.5538, grad_norm: 8.4936 2021-07-07 09:46:45,772 - mmaction - INFO - Epoch [94][2360/3757] lr: 1.000e-03, eta: 2 days, 15:24:55, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9786, top1_acc: 0.6766, top5_acc: 0.8430, loss_cls: 1.4303, loss: 2.4089, grad_norm: 8.4009 2021-07-07 09:47:06,775 - mmaction - INFO - Epoch [94][2380/3757] lr: 1.000e-03, eta: 2 days, 15:24:33, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0090, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.4840, loss: 2.4930, grad_norm: 8.5947 2021-07-07 09:47:28,584 - mmaction - INFO - Epoch [94][2400/3757] lr: 1.000e-03, eta: 2 days, 15:24:11, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.0268, top1_acc: 0.6398, top5_acc: 0.8172, loss_cls: 1.5549, loss: 2.5817, grad_norm: 8.5232 2021-07-07 09:47:49,639 - mmaction - INFO - Epoch [94][2420/3757] lr: 1.000e-03, eta: 2 days, 15:23:49, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9855, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4270, loss: 2.4126, grad_norm: 8.3667 2021-07-07 09:48:11,028 - mmaction - INFO - Epoch [94][2440/3757] lr: 1.000e-03, eta: 2 days, 15:23:28, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 1.0080, top1_acc: 0.6602, top5_acc: 0.8367, loss_cls: 1.4825, loss: 2.4905, grad_norm: 8.5694 2021-07-07 09:48:32,288 - mmaction - INFO - Epoch [94][2460/3757] lr: 1.000e-03, eta: 2 days, 15:23:06, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0441, top1_acc: 0.6289, top5_acc: 0.8227, loss_cls: 1.5954, loss: 2.6395, grad_norm: 8.8036 2021-07-07 09:48:54,490 - mmaction - INFO - Epoch [94][2480/3757] lr: 1.000e-03, eta: 2 days, 15:22:45, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.5513, loss: 2.5805, grad_norm: 8.6112 2021-07-07 09:49:15,458 - mmaction - INFO - Epoch [94][2500/3757] lr: 1.000e-03, eta: 2 days, 15:22:23, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0517, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5454, loss: 2.5971, grad_norm: 8.7101 2021-07-07 09:49:37,516 - mmaction - INFO - Epoch [94][2520/3757] lr: 1.000e-03, eta: 2 days, 15:22:02, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5485, loss: 2.5548, grad_norm: 8.8372 2021-07-07 09:49:58,462 - mmaction - INFO - Epoch [94][2540/3757] lr: 1.000e-03, eta: 2 days, 15:21:40, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4176, loss: 2.4065, grad_norm: 8.4523 2021-07-07 09:50:19,639 - mmaction - INFO - Epoch [94][2560/3757] lr: 1.000e-03, eta: 2 days, 15:21:18, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6289, top5_acc: 0.8352, loss_cls: 1.5076, loss: 2.5230, grad_norm: 8.6922 2021-07-07 09:50:41,076 - mmaction - INFO - Epoch [94][2580/3757] lr: 1.000e-03, eta: 2 days, 15:20:56, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6188, top5_acc: 0.8219, loss_cls: 1.5242, loss: 2.5391, grad_norm: 8.8903 2021-07-07 09:51:02,224 - mmaction - INFO - Epoch [94][2600/3757] lr: 1.000e-03, eta: 2 days, 15:20:34, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.5225, loss: 2.5192, grad_norm: 8.6814 2021-07-07 09:51:24,095 - mmaction - INFO - Epoch [94][2620/3757] lr: 1.000e-03, eta: 2 days, 15:20:13, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6555, top5_acc: 0.8297, loss_cls: 1.4900, loss: 2.4916, grad_norm: 8.2620 2021-07-07 09:51:45,103 - mmaction - INFO - Epoch [94][2640/3757] lr: 1.000e-03, eta: 2 days, 15:19:51, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0692, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.6071, loss: 2.6763, grad_norm: 9.0684 2021-07-07 09:52:06,158 - mmaction - INFO - Epoch [94][2660/3757] lr: 1.000e-03, eta: 2 days, 15:19:29, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0661, top1_acc: 0.6172, top5_acc: 0.8250, loss_cls: 1.5318, loss: 2.5979, grad_norm: 8.8463 2021-07-07 09:52:27,927 - mmaction - INFO - Epoch [94][2680/3757] lr: 1.000e-03, eta: 2 days, 15:19:08, time: 1.088, data_time: 0.045, memory: 6921, loss_aux: 1.0296, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5465, loss: 2.5761, grad_norm: 8.8142 2021-07-07 09:52:48,804 - mmaction - INFO - Epoch [94][2700/3757] lr: 1.000e-03, eta: 2 days, 15:18:46, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.0331, top1_acc: 0.6180, top5_acc: 0.8453, loss_cls: 1.5434, loss: 2.5765, grad_norm: 8.8187 2021-07-07 09:53:09,927 - mmaction - INFO - Epoch [94][2720/3757] lr: 1.000e-03, eta: 2 days, 15:18:24, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.5655, loss: 2.5880, grad_norm: 8.7901 2021-07-07 09:53:31,255 - mmaction - INFO - Epoch [94][2740/3757] lr: 1.000e-03, eta: 2 days, 15:18:02, time: 1.067, data_time: 0.007, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.5097, loss: 2.5196, grad_norm: 8.7431 2021-07-07 09:53:52,735 - mmaction - INFO - Epoch [94][2760/3757] lr: 1.000e-03, eta: 2 days, 15:17:41, time: 1.074, data_time: 0.030, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6414, top5_acc: 0.8234, loss_cls: 1.5268, loss: 2.5758, grad_norm: 8.8224 2021-07-07 09:54:14,560 - mmaction - INFO - Epoch [94][2780/3757] lr: 1.000e-03, eta: 2 days, 15:17:19, time: 1.091, data_time: 0.038, memory: 6921, loss_aux: 0.9925, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.4678, loss: 2.4603, grad_norm: 8.7375 2021-07-07 09:54:35,996 - mmaction - INFO - Epoch [94][2800/3757] lr: 1.000e-03, eta: 2 days, 15:16:58, time: 1.074, data_time: 0.027, memory: 6921, loss_aux: 1.0871, top1_acc: 0.6266, top5_acc: 0.8078, loss_cls: 1.6264, loss: 2.7135, grad_norm: 8.8944 2021-07-07 09:54:57,657 - mmaction - INFO - Epoch [94][2820/3757] lr: 1.000e-03, eta: 2 days, 15:16:36, time: 1.083, data_time: 0.051, memory: 6921, loss_aux: 1.0178, top1_acc: 0.6258, top5_acc: 0.8297, loss_cls: 1.5516, loss: 2.5694, grad_norm: 8.7265 2021-07-07 09:55:18,658 - mmaction - INFO - Epoch [94][2840/3757] lr: 1.000e-03, eta: 2 days, 15:16:14, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0719, top1_acc: 0.6250, top5_acc: 0.8133, loss_cls: 1.6434, loss: 2.7153, grad_norm: 8.9165 2021-07-07 09:55:39,797 - mmaction - INFO - Epoch [94][2860/3757] lr: 1.000e-03, eta: 2 days, 15:15:53, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0370, top1_acc: 0.6102, top5_acc: 0.8359, loss_cls: 1.5768, loss: 2.6138, grad_norm: 9.0512 2021-07-07 09:56:00,753 - mmaction - INFO - Epoch [94][2880/3757] lr: 1.000e-03, eta: 2 days, 15:15:31, time: 1.047, data_time: 0.007, memory: 6921, loss_aux: 1.0517, top1_acc: 0.6242, top5_acc: 0.8211, loss_cls: 1.5930, loss: 2.6447, grad_norm: 8.7582 2021-07-07 09:56:21,802 - mmaction - INFO - Epoch [94][2900/3757] lr: 1.000e-03, eta: 2 days, 15:15:09, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0879, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.6789, loss: 2.7668, grad_norm: 8.7474 2021-07-07 09:56:43,439 - mmaction - INFO - Epoch [94][2920/3757] lr: 1.000e-03, eta: 2 days, 15:14:47, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6555, top5_acc: 0.8320, loss_cls: 1.4864, loss: 2.4975, grad_norm: 8.7477 2021-07-07 09:57:04,714 - mmaction - INFO - Epoch [94][2940/3757] lr: 1.000e-03, eta: 2 days, 15:14:26, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6438, top5_acc: 0.8258, loss_cls: 1.5335, loss: 2.5653, grad_norm: 8.7781 2021-07-07 09:57:25,849 - mmaction - INFO - Epoch [94][2960/3757] lr: 1.000e-03, eta: 2 days, 15:14:04, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0658, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.5826, loss: 2.6484, grad_norm: 8.9490 2021-07-07 09:57:46,939 - mmaction - INFO - Epoch [94][2980/3757] lr: 1.000e-03, eta: 2 days, 15:13:42, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6312, top5_acc: 0.8289, loss_cls: 1.5301, loss: 2.5429, grad_norm: 8.6896 2021-07-07 09:58:08,253 - mmaction - INFO - Epoch [94][3000/3757] lr: 1.000e-03, eta: 2 days, 15:13:20, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4582, loss: 2.4643, grad_norm: 8.7090 2021-07-07 09:58:29,248 - mmaction - INFO - Epoch [94][3020/3757] lr: 1.000e-03, eta: 2 days, 15:12:58, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0341, top1_acc: 0.6383, top5_acc: 0.8219, loss_cls: 1.5460, loss: 2.5801, grad_norm: 8.6665 2021-07-07 09:58:50,490 - mmaction - INFO - Epoch [94][3040/3757] lr: 1.000e-03, eta: 2 days, 15:12:37, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0232, top1_acc: 0.6266, top5_acc: 0.8367, loss_cls: 1.5194, loss: 2.5427, grad_norm: 8.7703 2021-07-07 09:59:11,752 - mmaction - INFO - Epoch [94][3060/3757] lr: 1.000e-03, eta: 2 days, 15:12:15, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0375, top1_acc: 0.6555, top5_acc: 0.8289, loss_cls: 1.5259, loss: 2.5634, grad_norm: 8.5857 2021-07-07 09:59:32,868 - mmaction - INFO - Epoch [94][3080/3757] lr: 1.000e-03, eta: 2 days, 15:11:53, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6375, top5_acc: 0.8234, loss_cls: 1.5241, loss: 2.5230, grad_norm: 8.4581 2021-07-07 09:59:54,388 - mmaction - INFO - Epoch [94][3100/3757] lr: 1.000e-03, eta: 2 days, 15:11:31, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9674, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3835, loss: 2.3509, grad_norm: 8.5548 2021-07-07 10:00:15,784 - mmaction - INFO - Epoch [94][3120/3757] lr: 1.000e-03, eta: 2 days, 15:11:10, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4625, loss: 2.4398, grad_norm: 8.4334 2021-07-07 10:00:36,810 - mmaction - INFO - Epoch [94][3140/3757] lr: 1.000e-03, eta: 2 days, 15:10:48, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4592, loss: 2.4460, grad_norm: 8.3798 2021-07-07 10:00:58,342 - mmaction - INFO - Epoch [94][3160/3757] lr: 1.000e-03, eta: 2 days, 15:10:26, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.0127, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4674, loss: 2.4801, grad_norm: 8.6428 2021-07-07 10:01:19,625 - mmaction - INFO - Epoch [94][3180/3757] lr: 1.000e-03, eta: 2 days, 15:10:05, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.0638, top1_acc: 0.6281, top5_acc: 0.8219, loss_cls: 1.5714, loss: 2.6351, grad_norm: 8.6900 2021-07-07 10:01:40,706 - mmaction - INFO - Epoch [94][3200/3757] lr: 1.000e-03, eta: 2 days, 15:09:43, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0239, top1_acc: 0.6320, top5_acc: 0.8227, loss_cls: 1.5953, loss: 2.6192, grad_norm: 9.0834 2021-07-07 10:02:01,877 - mmaction - INFO - Epoch [94][3220/3757] lr: 1.000e-03, eta: 2 days, 15:09:21, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0629, top1_acc: 0.6312, top5_acc: 0.8242, loss_cls: 1.5595, loss: 2.6224, grad_norm: 8.6025 2021-07-07 10:02:23,110 - mmaction - INFO - Epoch [94][3240/3757] lr: 1.000e-03, eta: 2 days, 15:08:59, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0458, top1_acc: 0.6242, top5_acc: 0.8219, loss_cls: 1.5717, loss: 2.6175, grad_norm: 8.7895 2021-07-07 10:02:45,043 - mmaction - INFO - Epoch [94][3260/3757] lr: 1.000e-03, eta: 2 days, 15:08:38, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.0463, top1_acc: 0.6336, top5_acc: 0.8367, loss_cls: 1.5390, loss: 2.5852, grad_norm: 8.8132 2021-07-07 10:03:06,166 - mmaction - INFO - Epoch [94][3280/3757] lr: 1.000e-03, eta: 2 days, 15:08:16, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5712, loss: 2.5936, grad_norm: 8.5337 2021-07-07 10:03:27,324 - mmaction - INFO - Epoch [94][3300/3757] lr: 1.000e-03, eta: 2 days, 15:07:54, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0835, top1_acc: 0.6250, top5_acc: 0.8242, loss_cls: 1.6120, loss: 2.6955, grad_norm: 9.1009 2021-07-07 10:03:48,612 - mmaction - INFO - Epoch [94][3320/3757] lr: 1.000e-03, eta: 2 days, 15:07:33, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0476, top1_acc: 0.6250, top5_acc: 0.8180, loss_cls: 1.5930, loss: 2.6406, grad_norm: 8.8872 2021-07-07 10:04:10,714 - mmaction - INFO - Epoch [94][3340/3757] lr: 1.000e-03, eta: 2 days, 15:07:11, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4201, loss: 2.4250, grad_norm: 8.6785 2021-07-07 10:04:31,880 - mmaction - INFO - Epoch [94][3360/3757] lr: 1.000e-03, eta: 2 days, 15:06:50, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0000, top1_acc: 0.6516, top5_acc: 0.8328, loss_cls: 1.4936, loss: 2.4935, grad_norm: 8.7966 2021-07-07 10:04:52,828 - mmaction - INFO - Epoch [94][3380/3757] lr: 1.000e-03, eta: 2 days, 15:06:28, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6453, top5_acc: 0.8305, loss_cls: 1.4903, loss: 2.4627, grad_norm: 8.6345 2021-07-07 10:05:13,850 - mmaction - INFO - Epoch [94][3400/3757] lr: 1.000e-03, eta: 2 days, 15:06:06, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4741, loss: 2.4805, grad_norm: 8.7070 2021-07-07 10:05:35,053 - mmaction - INFO - Epoch [94][3420/3757] lr: 1.000e-03, eta: 2 days, 15:05:44, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0442, top1_acc: 0.6398, top5_acc: 0.8102, loss_cls: 1.5837, loss: 2.6279, grad_norm: 8.5835 2021-07-07 10:05:55,950 - mmaction - INFO - Epoch [94][3440/3757] lr: 1.000e-03, eta: 2 days, 15:05:22, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6219, top5_acc: 0.8266, loss_cls: 1.5882, loss: 2.6373, grad_norm: 8.8575 2021-07-07 10:06:17,128 - mmaction - INFO - Epoch [94][3460/3757] lr: 1.000e-03, eta: 2 days, 15:05:00, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0438, top1_acc: 0.6328, top5_acc: 0.8250, loss_cls: 1.5360, loss: 2.5798, grad_norm: 8.8421 2021-07-07 10:06:38,306 - mmaction - INFO - Epoch [94][3480/3757] lr: 1.000e-03, eta: 2 days, 15:04:38, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.0125, top1_acc: 0.6352, top5_acc: 0.8313, loss_cls: 1.5128, loss: 2.5253, grad_norm: 8.7070 2021-07-07 10:06:59,829 - mmaction - INFO - Epoch [94][3500/3757] lr: 1.000e-03, eta: 2 days, 15:04:17, time: 1.076, data_time: 0.023, memory: 6921, loss_aux: 1.0329, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5749, loss: 2.6079, grad_norm: 8.8190 2021-07-07 10:07:21,595 - mmaction - INFO - Epoch [94][3520/3757] lr: 1.000e-03, eta: 2 days, 15:03:55, time: 1.088, data_time: 0.058, memory: 6921, loss_aux: 1.0267, top1_acc: 0.6461, top5_acc: 0.8258, loss_cls: 1.5339, loss: 2.5606, grad_norm: 8.7716 2021-07-07 10:07:42,672 - mmaction - INFO - Epoch [94][3540/3757] lr: 1.000e-03, eta: 2 days, 15:03:34, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0327, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.5085, loss: 2.5412, grad_norm: 8.6562 2021-07-07 10:08:03,702 - mmaction - INFO - Epoch [94][3560/3757] lr: 1.000e-03, eta: 2 days, 15:03:12, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0292, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5513, loss: 2.5805, grad_norm: 8.8890 2021-07-07 10:08:24,922 - mmaction - INFO - Epoch [94][3580/3757] lr: 1.000e-03, eta: 2 days, 15:02:50, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0625, top1_acc: 0.6227, top5_acc: 0.8258, loss_cls: 1.5980, loss: 2.6605, grad_norm: 8.9864 2021-07-07 10:08:46,122 - mmaction - INFO - Epoch [94][3600/3757] lr: 1.000e-03, eta: 2 days, 15:02:28, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0510, top1_acc: 0.6289, top5_acc: 0.8430, loss_cls: 1.5451, loss: 2.5961, grad_norm: 8.8331 2021-07-07 10:09:07,565 - mmaction - INFO - Epoch [94][3620/3757] lr: 1.000e-03, eta: 2 days, 15:02:07, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0150, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.5102, loss: 2.5252, grad_norm: 8.4896 2021-07-07 10:09:28,586 - mmaction - INFO - Epoch [94][3640/3757] lr: 1.000e-03, eta: 2 days, 15:01:45, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4837, loss: 2.4830, grad_norm: 8.7518 2021-07-07 10:09:49,569 - mmaction - INFO - Epoch [94][3660/3757] lr: 1.000e-03, eta: 2 days, 15:01:23, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0348, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.5025, loss: 2.5373, grad_norm: 8.8184 2021-07-07 10:10:10,515 - mmaction - INFO - Epoch [94][3680/3757] lr: 1.000e-03, eta: 2 days, 15:01:01, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0453, top1_acc: 0.6375, top5_acc: 0.8219, loss_cls: 1.5968, loss: 2.6421, grad_norm: 9.0004 2021-07-07 10:10:32,177 - mmaction - INFO - Epoch [94][3700/3757] lr: 1.000e-03, eta: 2 days, 15:00:39, time: 1.083, data_time: 0.021, memory: 6921, loss_aux: 1.0298, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.5184, loss: 2.5483, grad_norm: 8.8609 2021-07-07 10:10:53,681 - mmaction - INFO - Epoch [94][3720/3757] lr: 1.000e-03, eta: 2 days, 15:00:18, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0431, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5790, loss: 2.6222, grad_norm: 8.8202 2021-07-07 10:11:14,938 - mmaction - INFO - Epoch [94][3740/3757] lr: 1.000e-03, eta: 2 days, 14:59:56, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6484, top5_acc: 0.8344, loss_cls: 1.4880, loss: 2.4876, grad_norm: 8.6294 2021-07-07 10:11:33,040 - mmaction - INFO - Saving checkpoint at 94 epochs 2021-07-07 10:12:35,628 - mmaction - INFO - Epoch [95][20/3757] lr: 1.000e-03, eta: 2 days, 14:59:29, time: 3.050, data_time: 1.994, memory: 6921, loss_aux: 1.0415, top1_acc: 0.6484, top5_acc: 0.8305, loss_cls: 1.5275, loss: 2.5689, grad_norm: 8.5794 2021-07-07 10:12:57,437 - mmaction - INFO - Epoch [95][40/3757] lr: 1.000e-03, eta: 2 days, 14:59:07, time: 1.092, data_time: 0.052, memory: 6921, loss_aux: 1.0238, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4731, loss: 2.4969, grad_norm: 8.7298 2021-07-07 10:13:18,504 - mmaction - INFO - Epoch [95][60/3757] lr: 1.000e-03, eta: 2 days, 14:58:45, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6477, top5_acc: 0.8258, loss_cls: 1.5142, loss: 2.5413, grad_norm: 8.4066 2021-07-07 10:13:39,580 - mmaction - INFO - Epoch [95][80/3757] lr: 1.000e-03, eta: 2 days, 14:58:24, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0442, top1_acc: 0.6539, top5_acc: 0.8328, loss_cls: 1.5064, loss: 2.5506, grad_norm: 8.8216 2021-07-07 10:14:01,364 - mmaction - INFO - Epoch [95][100/3757] lr: 1.000e-03, eta: 2 days, 14:58:02, time: 1.088, data_time: 0.040, memory: 6921, loss_aux: 1.0617, top1_acc: 0.6195, top5_acc: 0.8187, loss_cls: 1.5970, loss: 2.6587, grad_norm: 9.0581 2021-07-07 10:14:22,409 - mmaction - INFO - Epoch [95][120/3757] lr: 1.000e-03, eta: 2 days, 14:57:40, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0121, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4602, loss: 2.4723, grad_norm: 8.5678 2021-07-07 10:14:43,546 - mmaction - INFO - Epoch [95][140/3757] lr: 1.000e-03, eta: 2 days, 14:57:18, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0251, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.5157, loss: 2.5408, grad_norm: 8.5933 2021-07-07 10:15:04,732 - mmaction - INFO - Epoch [95][160/3757] lr: 1.000e-03, eta: 2 days, 14:56:57, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4907, loss: 2.4979, grad_norm: 8.6054 2021-07-07 10:15:25,951 - mmaction - INFO - Epoch [95][180/3757] lr: 1.000e-03, eta: 2 days, 14:56:35, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0039, top1_acc: 0.6391, top5_acc: 0.8438, loss_cls: 1.5012, loss: 2.5052, grad_norm: 8.9361 2021-07-07 10:15:47,144 - mmaction - INFO - Epoch [95][200/3757] lr: 1.000e-03, eta: 2 days, 14:56:13, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0323, top1_acc: 0.6359, top5_acc: 0.8219, loss_cls: 1.5625, loss: 2.5949, grad_norm: 8.8551 2021-07-07 10:16:09,459 - mmaction - INFO - Epoch [95][220/3757] lr: 1.000e-03, eta: 2 days, 14:55:52, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.0214, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.5412, loss: 2.5626, grad_norm: 8.6898 2021-07-07 10:16:30,712 - mmaction - INFO - Epoch [95][240/3757] lr: 1.000e-03, eta: 2 days, 14:55:30, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0429, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5405, loss: 2.5834, grad_norm: 8.8176 2021-07-07 10:16:51,750 - mmaction - INFO - Epoch [95][260/3757] lr: 1.000e-03, eta: 2 days, 14:55:08, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0436, top1_acc: 0.6438, top5_acc: 0.8164, loss_cls: 1.5260, loss: 2.5696, grad_norm: 8.6711 2021-07-07 10:17:13,019 - mmaction - INFO - Epoch [95][280/3757] lr: 1.000e-03, eta: 2 days, 14:54:47, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0745, top1_acc: 0.6133, top5_acc: 0.8172, loss_cls: 1.6224, loss: 2.6970, grad_norm: 8.7558 2021-07-07 10:17:34,498 - mmaction - INFO - Epoch [95][300/3757] lr: 1.000e-03, eta: 2 days, 14:54:25, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.0575, top1_acc: 0.6258, top5_acc: 0.8164, loss_cls: 1.5616, loss: 2.6190, grad_norm: 8.5628 2021-07-07 10:17:55,836 - mmaction - INFO - Epoch [95][320/3757] lr: 1.000e-03, eta: 2 days, 14:54:03, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9365, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3689, loss: 2.3053, grad_norm: 8.2138 2021-07-07 10:18:17,377 - mmaction - INFO - Epoch [95][340/3757] lr: 1.000e-03, eta: 2 days, 14:53:42, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4864, loss: 2.4969, grad_norm: 8.4924 2021-07-07 10:18:39,694 - mmaction - INFO - Epoch [95][360/3757] lr: 1.000e-03, eta: 2 days, 14:53:21, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.4109, loss: 2.3766, grad_norm: 8.6124 2021-07-07 10:19:00,699 - mmaction - INFO - Epoch [95][380/3757] lr: 1.000e-03, eta: 2 days, 14:52:59, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0290, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.5082, loss: 2.5372, grad_norm: 8.7399 2021-07-07 10:19:21,711 - mmaction - INFO - Epoch [95][400/3757] lr: 1.000e-03, eta: 2 days, 14:52:37, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 0.9909, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.4372, loss: 2.4281, grad_norm: 8.7264 2021-07-07 10:19:42,779 - mmaction - INFO - Epoch [95][420/3757] lr: 1.000e-03, eta: 2 days, 14:52:15, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0086, top1_acc: 0.6469, top5_acc: 0.8258, loss_cls: 1.5270, loss: 2.5356, grad_norm: 8.7659 2021-07-07 10:20:04,765 - mmaction - INFO - Epoch [95][440/3757] lr: 1.000e-03, eta: 2 days, 14:51:54, time: 1.098, data_time: 0.054, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6750, top5_acc: 0.8320, loss_cls: 1.4346, loss: 2.4245, grad_norm: 8.4317 2021-07-07 10:20:25,898 - mmaction - INFO - Epoch [95][460/3757] lr: 1.000e-03, eta: 2 days, 14:51:32, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0097, top1_acc: 0.6391, top5_acc: 0.8289, loss_cls: 1.4791, loss: 2.4888, grad_norm: 8.5996 2021-07-07 10:20:47,056 - mmaction - INFO - Epoch [95][480/3757] lr: 1.000e-03, eta: 2 days, 14:51:10, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.4040, loss: 2.3972, grad_norm: 8.4967 2021-07-07 10:21:08,477 - mmaction - INFO - Epoch [95][500/3757] lr: 1.000e-03, eta: 2 days, 14:50:49, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.0518, top1_acc: 0.6016, top5_acc: 0.8234, loss_cls: 1.5835, loss: 2.6353, grad_norm: 8.8097 2021-07-07 10:21:29,609 - mmaction - INFO - Epoch [95][520/3757] lr: 1.000e-03, eta: 2 days, 14:50:27, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6477, top5_acc: 0.8297, loss_cls: 1.5099, loss: 2.5036, grad_norm: 8.5575 2021-07-07 10:21:50,753 - mmaction - INFO - Epoch [95][540/3757] lr: 1.000e-03, eta: 2 days, 14:50:05, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0453, top1_acc: 0.6445, top5_acc: 0.8258, loss_cls: 1.5755, loss: 2.6208, grad_norm: 8.6567 2021-07-07 10:22:11,850 - mmaction - INFO - Epoch [95][560/3757] lr: 1.000e-03, eta: 2 days, 14:49:43, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0140, top1_acc: 0.6641, top5_acc: 0.8273, loss_cls: 1.4966, loss: 2.5106, grad_norm: 8.3160 2021-07-07 10:22:33,715 - mmaction - INFO - Epoch [95][580/3757] lr: 1.000e-03, eta: 2 days, 14:49:22, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5344, loss: 2.5581, grad_norm: 8.7537 2021-07-07 10:22:55,316 - mmaction - INFO - Epoch [95][600/3757] lr: 1.000e-03, eta: 2 days, 14:49:00, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.0568, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5424, loss: 2.5991, grad_norm: 8.7381 2021-07-07 10:23:18,429 - mmaction - INFO - Epoch [95][620/3757] lr: 1.000e-03, eta: 2 days, 14:48:40, time: 1.156, data_time: 0.003, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4641, loss: 2.4623, grad_norm: 8.6609 2021-07-07 10:23:39,110 - mmaction - INFO - Epoch [95][640/3757] lr: 1.000e-03, eta: 2 days, 14:48:18, time: 1.034, data_time: 0.004, memory: 6921, loss_aux: 1.0587, top1_acc: 0.6188, top5_acc: 0.8336, loss_cls: 1.5888, loss: 2.6475, grad_norm: 8.9153 2021-07-07 10:24:00,152 - mmaction - INFO - Epoch [95][660/3757] lr: 1.000e-03, eta: 2 days, 14:47:56, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0711, top1_acc: 0.6289, top5_acc: 0.8141, loss_cls: 1.6148, loss: 2.6859, grad_norm: 8.9261 2021-07-07 10:24:21,391 - mmaction - INFO - Epoch [95][680/3757] lr: 1.000e-03, eta: 2 days, 14:47:34, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0257, top1_acc: 0.6328, top5_acc: 0.8187, loss_cls: 1.5897, loss: 2.6154, grad_norm: 8.8895 2021-07-07 10:24:42,711 - mmaction - INFO - Epoch [95][700/3757] lr: 1.000e-03, eta: 2 days, 14:47:12, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0090, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.4961, loss: 2.5051, grad_norm: 8.5063 2021-07-07 10:25:03,883 - mmaction - INFO - Epoch [95][720/3757] lr: 1.000e-03, eta: 2 days, 14:46:50, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0436, top1_acc: 0.6352, top5_acc: 0.8281, loss_cls: 1.5219, loss: 2.5655, grad_norm: 8.6652 2021-07-07 10:25:25,012 - mmaction - INFO - Epoch [95][740/3757] lr: 1.000e-03, eta: 2 days, 14:46:29, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0227, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5100, loss: 2.5327, grad_norm: 8.6952 2021-07-07 10:25:46,527 - mmaction - INFO - Epoch [95][760/3757] lr: 1.000e-03, eta: 2 days, 14:46:07, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 0.9996, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4978, loss: 2.4974, grad_norm: 8.7101 2021-07-07 10:26:08,389 - mmaction - INFO - Epoch [95][780/3757] lr: 1.000e-03, eta: 2 days, 14:45:46, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.0181, top1_acc: 0.6484, top5_acc: 0.8250, loss_cls: 1.5081, loss: 2.5263, grad_norm: 8.6342 2021-07-07 10:26:29,299 - mmaction - INFO - Epoch [95][800/3757] lr: 1.000e-03, eta: 2 days, 14:45:24, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.0162, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.5119, loss: 2.5280, grad_norm: 8.8452 2021-07-07 10:26:50,535 - mmaction - INFO - Epoch [95][820/3757] lr: 1.000e-03, eta: 2 days, 14:45:02, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0478, top1_acc: 0.6328, top5_acc: 0.8148, loss_cls: 1.5610, loss: 2.6087, grad_norm: 8.7049 2021-07-07 10:27:11,712 - mmaction - INFO - Epoch [95][840/3757] lr: 1.000e-03, eta: 2 days, 14:44:40, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.5223, loss: 2.5465, grad_norm: 8.7934 2021-07-07 10:27:33,100 - mmaction - INFO - Epoch [95][860/3757] lr: 1.000e-03, eta: 2 days, 14:44:18, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0081, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.4291, loss: 2.4373, grad_norm: 8.3948 2021-07-07 10:27:54,129 - mmaction - INFO - Epoch [95][880/3757] lr: 1.000e-03, eta: 2 days, 14:43:57, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9663, top1_acc: 0.6648, top5_acc: 0.8578, loss_cls: 1.3977, loss: 2.3641, grad_norm: 8.5573 2021-07-07 10:28:15,337 - mmaction - INFO - Epoch [95][900/3757] lr: 1.000e-03, eta: 2 days, 14:43:35, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6445, top5_acc: 0.8328, loss_cls: 1.4663, loss: 2.4665, grad_norm: 8.5747 2021-07-07 10:28:36,422 - mmaction - INFO - Epoch [95][920/3757] lr: 1.000e-03, eta: 2 days, 14:43:13, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6477, top5_acc: 0.8227, loss_cls: 1.5198, loss: 2.5476, grad_norm: 8.8391 2021-07-07 10:28:57,571 - mmaction - INFO - Epoch [95][940/3757] lr: 1.000e-03, eta: 2 days, 14:42:51, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.5587, loss: 2.5916, grad_norm: 8.8058 2021-07-07 10:29:18,732 - mmaction - INFO - Epoch [95][960/3757] lr: 1.000e-03, eta: 2 days, 14:42:29, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0681, top1_acc: 0.6039, top5_acc: 0.8219, loss_cls: 1.5934, loss: 2.6614, grad_norm: 9.1415 2021-07-07 10:29:40,268 - mmaction - INFO - Epoch [95][980/3757] lr: 1.000e-03, eta: 2 days, 14:42:08, time: 1.076, data_time: 0.008, memory: 6921, loss_aux: 1.0566, top1_acc: 0.6195, top5_acc: 0.8234, loss_cls: 1.6289, loss: 2.6856, grad_norm: 9.0860 2021-07-07 10:30:02,335 - mmaction - INFO - Epoch [95][1000/3757] lr: 1.000e-03, eta: 2 days, 14:41:47, time: 1.105, data_time: 0.014, memory: 6921, loss_aux: 1.0574, top1_acc: 0.6062, top5_acc: 0.8172, loss_cls: 1.5857, loss: 2.6430, grad_norm: 9.0211 2021-07-07 10:30:23,488 - mmaction - INFO - Epoch [95][1020/3757] lr: 1.000e-03, eta: 2 days, 14:41:25, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0652, top1_acc: 0.6164, top5_acc: 0.8203, loss_cls: 1.6090, loss: 2.6742, grad_norm: 8.9311 2021-07-07 10:30:44,684 - mmaction - INFO - Epoch [95][1040/3757] lr: 1.000e-03, eta: 2 days, 14:41:03, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0197, top1_acc: 0.6500, top5_acc: 0.8484, loss_cls: 1.5007, loss: 2.5204, grad_norm: 8.7676 2021-07-07 10:31:06,243 - mmaction - INFO - Epoch [95][1060/3757] lr: 1.000e-03, eta: 2 days, 14:40:41, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0787, top1_acc: 0.6047, top5_acc: 0.7945, loss_cls: 1.6818, loss: 2.7606, grad_norm: 8.8758 2021-07-07 10:31:27,706 - mmaction - INFO - Epoch [95][1080/3757] lr: 1.000e-03, eta: 2 days, 14:40:20, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.0574, top1_acc: 0.6242, top5_acc: 0.8383, loss_cls: 1.5303, loss: 2.5876, grad_norm: 8.9368 2021-07-07 10:31:49,106 - mmaction - INFO - Epoch [95][1100/3757] lr: 1.000e-03, eta: 2 days, 14:39:58, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4427, loss: 2.4152, grad_norm: 8.7591 2021-07-07 10:32:10,600 - mmaction - INFO - Epoch [95][1120/3757] lr: 1.000e-03, eta: 2 days, 14:39:37, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0178, top1_acc: 0.6391, top5_acc: 0.8336, loss_cls: 1.5043, loss: 2.5220, grad_norm: 9.0246 2021-07-07 10:32:32,408 - mmaction - INFO - Epoch [95][1140/3757] lr: 1.000e-03, eta: 2 days, 14:39:15, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.0404, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5828, loss: 2.6232, grad_norm: 8.9656 2021-07-07 10:32:54,608 - mmaction - INFO - Epoch [95][1160/3757] lr: 1.000e-03, eta: 2 days, 14:38:54, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.0184, top1_acc: 0.6633, top5_acc: 0.8359, loss_cls: 1.4612, loss: 2.4796, grad_norm: 8.6186 2021-07-07 10:33:15,779 - mmaction - INFO - Epoch [95][1180/3757] lr: 1.000e-03, eta: 2 days, 14:38:32, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0254, top1_acc: 0.6422, top5_acc: 0.8234, loss_cls: 1.5472, loss: 2.5726, grad_norm: 8.7020 2021-07-07 10:33:36,541 - mmaction - INFO - Epoch [95][1200/3757] lr: 1.000e-03, eta: 2 days, 14:38:10, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6367, top5_acc: 0.8289, loss_cls: 1.5152, loss: 2.5157, grad_norm: 8.5677 2021-07-07 10:33:58,312 - mmaction - INFO - Epoch [95][1220/3757] lr: 1.000e-03, eta: 2 days, 14:37:49, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.0314, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.5634, loss: 2.5948, grad_norm: 8.6989 2021-07-07 10:34:19,634 - mmaction - INFO - Epoch [95][1240/3757] lr: 1.000e-03, eta: 2 days, 14:37:27, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.5103, loss: 2.5263, grad_norm: 8.8110 2021-07-07 10:34:40,782 - mmaction - INFO - Epoch [95][1260/3757] lr: 1.000e-03, eta: 2 days, 14:37:05, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9888, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.4344, loss: 2.4231, grad_norm: 8.3761 2021-07-07 10:35:01,725 - mmaction - INFO - Epoch [95][1280/3757] lr: 1.000e-03, eta: 2 days, 14:36:43, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9770, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.4487, loss: 2.4257, grad_norm: 8.5012 2021-07-07 10:35:22,890 - mmaction - INFO - Epoch [95][1300/3757] lr: 1.000e-03, eta: 2 days, 14:36:22, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.4908, loss: 2.5066, grad_norm: 8.6208 2021-07-07 10:35:44,182 - mmaction - INFO - Epoch [95][1320/3757] lr: 1.000e-03, eta: 2 days, 14:36:00, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0344, top1_acc: 0.6461, top5_acc: 0.8242, loss_cls: 1.5319, loss: 2.5664, grad_norm: 8.5904 2021-07-07 10:36:06,283 - mmaction - INFO - Epoch [95][1340/3757] lr: 1.000e-03, eta: 2 days, 14:35:39, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.0482, top1_acc: 0.6328, top5_acc: 0.8187, loss_cls: 1.5689, loss: 2.6171, grad_norm: 8.7411 2021-07-07 10:36:27,443 - mmaction - INFO - Epoch [95][1360/3757] lr: 1.000e-03, eta: 2 days, 14:35:17, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9882, top1_acc: 0.6492, top5_acc: 0.8281, loss_cls: 1.4853, loss: 2.4735, grad_norm: 8.8728 2021-07-07 10:36:48,514 - mmaction - INFO - Epoch [95][1380/3757] lr: 1.000e-03, eta: 2 days, 14:34:55, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.5067, loss: 2.5291, grad_norm: 8.8450 2021-07-07 10:37:09,628 - mmaction - INFO - Epoch [95][1400/3757] lr: 1.000e-03, eta: 2 days, 14:34:33, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0255, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5176, loss: 2.5430, grad_norm: 8.7733 2021-07-07 10:37:31,820 - mmaction - INFO - Epoch [95][1420/3757] lr: 1.000e-03, eta: 2 days, 14:34:12, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.4883, loss: 2.4915, grad_norm: 8.7851 2021-07-07 10:37:53,432 - mmaction - INFO - Epoch [95][1440/3757] lr: 1.000e-03, eta: 2 days, 14:33:50, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.9935, top1_acc: 0.6406, top5_acc: 0.8461, loss_cls: 1.4771, loss: 2.4706, grad_norm: 8.9457 2021-07-07 10:38:14,426 - mmaction - INFO - Epoch [95][1460/3757] lr: 1.000e-03, eta: 2 days, 14:33:29, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9666, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4131, loss: 2.3798, grad_norm: 8.6474 2021-07-07 10:38:35,514 - mmaction - INFO - Epoch [95][1480/3757] lr: 1.000e-03, eta: 2 days, 14:33:07, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0122, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.5135, loss: 2.5257, grad_norm: 8.8099 2021-07-07 10:38:56,467 - mmaction - INFO - Epoch [95][1500/3757] lr: 1.000e-03, eta: 2 days, 14:32:45, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0497, top1_acc: 0.6336, top5_acc: 0.8234, loss_cls: 1.5358, loss: 2.5855, grad_norm: 9.0658 2021-07-07 10:39:18,074 - mmaction - INFO - Epoch [95][1520/3757] lr: 1.000e-03, eta: 2 days, 14:32:23, time: 1.079, data_time: 0.011, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6234, top5_acc: 0.8266, loss_cls: 1.5498, loss: 2.5801, grad_norm: 8.7038 2021-07-07 10:39:39,603 - mmaction - INFO - Epoch [95][1540/3757] lr: 1.000e-03, eta: 2 days, 14:32:02, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.0611, top1_acc: 0.6242, top5_acc: 0.8313, loss_cls: 1.5944, loss: 2.6555, grad_norm: 9.0459 2021-07-07 10:40:01,028 - mmaction - INFO - Epoch [95][1560/3757] lr: 1.000e-03, eta: 2 days, 14:31:40, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6406, top5_acc: 0.8375, loss_cls: 1.5074, loss: 2.5329, grad_norm: 8.5758 2021-07-07 10:40:22,170 - mmaction - INFO - Epoch [95][1580/3757] lr: 1.000e-03, eta: 2 days, 14:31:18, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9947, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4949, loss: 2.4896, grad_norm: 8.7049 2021-07-07 10:40:43,475 - mmaction - INFO - Epoch [95][1600/3757] lr: 1.000e-03, eta: 2 days, 14:30:57, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6508, top5_acc: 0.8258, loss_cls: 1.5137, loss: 2.5281, grad_norm: 8.5717 2021-07-07 10:41:04,460 - mmaction - INFO - Epoch [95][1620/3757] lr: 1.000e-03, eta: 2 days, 14:30:35, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9903, top1_acc: 0.6594, top5_acc: 0.8297, loss_cls: 1.4977, loss: 2.4881, grad_norm: 8.6308 2021-07-07 10:41:26,168 - mmaction - INFO - Epoch [95][1640/3757] lr: 1.000e-03, eta: 2 days, 14:30:13, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.0758, top1_acc: 0.6117, top5_acc: 0.8055, loss_cls: 1.6762, loss: 2.7520, grad_norm: 8.9917 2021-07-07 10:41:47,124 - mmaction - INFO - Epoch [95][1660/3757] lr: 1.000e-03, eta: 2 days, 14:29:51, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0612, top1_acc: 0.6391, top5_acc: 0.8180, loss_cls: 1.5944, loss: 2.6556, grad_norm: 8.5839 2021-07-07 10:42:08,177 - mmaction - INFO - Epoch [95][1680/3757] lr: 1.000e-03, eta: 2 days, 14:29:29, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.4975, loss: 2.4964, grad_norm: 8.7690 2021-07-07 10:42:29,684 - mmaction - INFO - Epoch [95][1700/3757] lr: 1.000e-03, eta: 2 days, 14:29:08, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.0739, top1_acc: 0.6453, top5_acc: 0.8203, loss_cls: 1.5572, loss: 2.6311, grad_norm: 8.8466 2021-07-07 10:42:51,017 - mmaction - INFO - Epoch [95][1720/3757] lr: 1.000e-03, eta: 2 days, 14:28:46, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0039, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.4771, loss: 2.4810, grad_norm: 8.7542 2021-07-07 10:43:12,211 - mmaction - INFO - Epoch [95][1740/3757] lr: 1.000e-03, eta: 2 days, 14:28:24, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0509, top1_acc: 0.6484, top5_acc: 0.8266, loss_cls: 1.5128, loss: 2.5637, grad_norm: 8.7986 2021-07-07 10:43:33,334 - mmaction - INFO - Epoch [95][1760/3757] lr: 1.000e-03, eta: 2 days, 14:28:03, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0557, top1_acc: 0.6141, top5_acc: 0.8305, loss_cls: 1.5520, loss: 2.6077, grad_norm: 8.8700 2021-07-07 10:43:54,522 - mmaction - INFO - Epoch [95][1780/3757] lr: 1.000e-03, eta: 2 days, 14:27:41, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0120, top1_acc: 0.6508, top5_acc: 0.8289, loss_cls: 1.5142, loss: 2.5262, grad_norm: 8.7811 2021-07-07 10:44:16,682 - mmaction - INFO - Epoch [95][1800/3757] lr: 1.000e-03, eta: 2 days, 14:27:20, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 1.0252, top1_acc: 0.6258, top5_acc: 0.8234, loss_cls: 1.5807, loss: 2.6059, grad_norm: 8.9729 2021-07-07 10:44:37,712 - mmaction - INFO - Epoch [95][1820/3757] lr: 1.000e-03, eta: 2 days, 14:26:58, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4361, loss: 2.4189, grad_norm: 8.6165 2021-07-07 10:44:58,722 - mmaction - INFO - Epoch [95][1840/3757] lr: 1.000e-03, eta: 2 days, 14:26:36, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0360, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.5273, loss: 2.5633, grad_norm: 8.9963 2021-07-07 10:45:20,040 - mmaction - INFO - Epoch [95][1860/3757] lr: 1.000e-03, eta: 2 days, 14:26:14, time: 1.066, data_time: 0.017, memory: 6921, loss_aux: 0.9951, top1_acc: 0.6633, top5_acc: 0.8453, loss_cls: 1.4484, loss: 2.4436, grad_norm: 8.5063 2021-07-07 10:45:41,749 - mmaction - INFO - Epoch [95][1880/3757] lr: 1.000e-03, eta: 2 days, 14:25:53, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 0.9917, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4349, loss: 2.4266, grad_norm: 8.4408 2021-07-07 10:46:02,648 - mmaction - INFO - Epoch [95][1900/3757] lr: 1.000e-03, eta: 2 days, 14:25:31, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9970, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4508, loss: 2.4478, grad_norm: 8.6570 2021-07-07 10:46:23,813 - mmaction - INFO - Epoch [95][1920/3757] lr: 1.000e-03, eta: 2 days, 14:25:09, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0541, top1_acc: 0.6398, top5_acc: 0.8227, loss_cls: 1.5640, loss: 2.6181, grad_norm: 8.8905 2021-07-07 10:46:45,197 - mmaction - INFO - Epoch [95][1940/3757] lr: 1.000e-03, eta: 2 days, 14:24:47, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0273, top1_acc: 0.6656, top5_acc: 0.8336, loss_cls: 1.4728, loss: 2.5001, grad_norm: 8.6037 2021-07-07 10:47:06,316 - mmaction - INFO - Epoch [95][1960/3757] lr: 1.000e-03, eta: 2 days, 14:24:25, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0234, top1_acc: 0.6305, top5_acc: 0.8250, loss_cls: 1.5404, loss: 2.5638, grad_norm: 8.9189 2021-07-07 10:47:28,454 - mmaction - INFO - Epoch [95][1980/3757] lr: 1.000e-03, eta: 2 days, 14:24:04, time: 1.108, data_time: 0.065, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6352, top5_acc: 0.8484, loss_cls: 1.5020, loss: 2.5036, grad_norm: 9.0394 2021-07-07 10:47:49,413 - mmaction - INFO - Epoch [95][2000/3757] lr: 1.000e-03, eta: 2 days, 14:23:42, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.4355, loss: 2.4300, grad_norm: 8.5699 2021-07-07 10:48:10,471 - mmaction - INFO - Epoch [95][2020/3757] lr: 1.000e-03, eta: 2 days, 14:23:20, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6516, top5_acc: 0.8313, loss_cls: 1.5234, loss: 2.5142, grad_norm: 8.7126 2021-07-07 10:48:31,584 - mmaction - INFO - Epoch [95][2040/3757] lr: 1.000e-03, eta: 2 days, 14:22:59, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6523, top5_acc: 0.8219, loss_cls: 1.4949, loss: 2.5083, grad_norm: 8.6012 2021-07-07 10:48:52,793 - mmaction - INFO - Epoch [95][2060/3757] lr: 1.000e-03, eta: 2 days, 14:22:37, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9511, top1_acc: 0.6844, top5_acc: 0.8336, loss_cls: 1.4151, loss: 2.3662, grad_norm: 8.4571 2021-07-07 10:49:14,435 - mmaction - INFO - Epoch [95][2080/3757] lr: 1.000e-03, eta: 2 days, 14:22:15, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.0207, top1_acc: 0.6211, top5_acc: 0.8219, loss_cls: 1.5484, loss: 2.5691, grad_norm: 8.8620 2021-07-07 10:49:35,685 - mmaction - INFO - Epoch [95][2100/3757] lr: 1.000e-03, eta: 2 days, 14:21:54, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0790, top1_acc: 0.6086, top5_acc: 0.8063, loss_cls: 1.6191, loss: 2.6982, grad_norm: 8.9698 2021-07-07 10:49:56,886 - mmaction - INFO - Epoch [95][2120/3757] lr: 1.000e-03, eta: 2 days, 14:21:32, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3929, loss: 2.3792, grad_norm: 8.4935 2021-07-07 10:50:18,136 - mmaction - INFO - Epoch [95][2140/3757] lr: 1.000e-03, eta: 2 days, 14:21:10, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0669, top1_acc: 0.6258, top5_acc: 0.8195, loss_cls: 1.5930, loss: 2.6598, grad_norm: 8.9602 2021-07-07 10:50:39,226 - mmaction - INFO - Epoch [95][2160/3757] lr: 1.000e-03, eta: 2 days, 14:20:48, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0308, top1_acc: 0.6516, top5_acc: 0.8320, loss_cls: 1.5343, loss: 2.5651, grad_norm: 8.8021 2021-07-07 10:51:00,427 - mmaction - INFO - Epoch [95][2180/3757] lr: 1.000e-03, eta: 2 days, 14:20:27, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0203, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5177, loss: 2.5381, grad_norm: 8.9575 2021-07-07 10:51:22,059 - mmaction - INFO - Epoch [95][2200/3757] lr: 1.000e-03, eta: 2 days, 14:20:05, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4776, loss: 2.4993, grad_norm: 8.9065 2021-07-07 10:51:43,364 - mmaction - INFO - Epoch [95][2220/3757] lr: 1.000e-03, eta: 2 days, 14:19:43, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5252, loss: 2.5365, grad_norm: 8.8169 2021-07-07 10:52:04,535 - mmaction - INFO - Epoch [95][2240/3757] lr: 1.000e-03, eta: 2 days, 14:19:22, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0683, top1_acc: 0.6320, top5_acc: 0.8242, loss_cls: 1.5811, loss: 2.6494, grad_norm: 9.0253 2021-07-07 10:52:25,814 - mmaction - INFO - Epoch [95][2260/3757] lr: 1.000e-03, eta: 2 days, 14:19:00, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6570, top5_acc: 0.8367, loss_cls: 1.4769, loss: 2.4681, grad_norm: 8.9103 2021-07-07 10:52:47,385 - mmaction - INFO - Epoch [95][2280/3757] lr: 1.000e-03, eta: 2 days, 14:18:38, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6234, top5_acc: 0.8250, loss_cls: 1.5336, loss: 2.5496, grad_norm: 8.7637 2021-07-07 10:53:08,745 - mmaction - INFO - Epoch [95][2300/3757] lr: 1.000e-03, eta: 2 days, 14:18:17, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 0.9983, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4521, loss: 2.4504, grad_norm: 8.9726 2021-07-07 10:53:30,897 - mmaction - INFO - Epoch [95][2320/3757] lr: 1.000e-03, eta: 2 days, 14:17:55, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.0423, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.5867, loss: 2.6290, grad_norm: 9.0127 2021-07-07 10:53:51,693 - mmaction - INFO - Epoch [95][2340/3757] lr: 1.000e-03, eta: 2 days, 14:17:33, time: 1.038, data_time: 0.003, memory: 6921, loss_aux: 1.0119, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.5030, loss: 2.5149, grad_norm: 8.9518 2021-07-07 10:54:12,856 - mmaction - INFO - Epoch [95][2360/3757] lr: 1.000e-03, eta: 2 days, 14:17:12, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0879, top1_acc: 0.6164, top5_acc: 0.8234, loss_cls: 1.6244, loss: 2.7123, grad_norm: 8.8501 2021-07-07 10:54:33,994 - mmaction - INFO - Epoch [95][2380/3757] lr: 1.000e-03, eta: 2 days, 14:16:50, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.5011, loss: 2.5124, grad_norm: 8.8516 2021-07-07 10:54:55,066 - mmaction - INFO - Epoch [95][2400/3757] lr: 1.000e-03, eta: 2 days, 14:16:28, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0649, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.5822, loss: 2.6471, grad_norm: 8.8885 2021-07-07 10:55:16,597 - mmaction - INFO - Epoch [95][2420/3757] lr: 1.000e-03, eta: 2 days, 14:16:06, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0654, top1_acc: 0.6070, top5_acc: 0.8187, loss_cls: 1.6119, loss: 2.6773, grad_norm: 9.1036 2021-07-07 10:55:37,744 - mmaction - INFO - Epoch [95][2440/3757] lr: 1.000e-03, eta: 2 days, 14:15:45, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0523, top1_acc: 0.6195, top5_acc: 0.8156, loss_cls: 1.5935, loss: 2.6458, grad_norm: 8.9359 2021-07-07 10:55:58,873 - mmaction - INFO - Epoch [95][2460/3757] lr: 1.000e-03, eta: 2 days, 14:15:23, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0552, top1_acc: 0.6438, top5_acc: 0.8227, loss_cls: 1.6107, loss: 2.6659, grad_norm: 8.8821 2021-07-07 10:56:20,479 - mmaction - INFO - Epoch [95][2480/3757] lr: 1.000e-03, eta: 2 days, 14:15:01, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.1186, top1_acc: 0.6008, top5_acc: 0.7984, loss_cls: 1.6744, loss: 2.7931, grad_norm: 9.1202 2021-07-07 10:56:41,607 - mmaction - INFO - Epoch [95][2500/3757] lr: 1.000e-03, eta: 2 days, 14:14:39, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0853, top1_acc: 0.6203, top5_acc: 0.8117, loss_cls: 1.6128, loss: 2.6981, grad_norm: 9.0225 2021-07-07 10:57:02,710 - mmaction - INFO - Epoch [95][2520/3757] lr: 1.000e-03, eta: 2 days, 14:14:18, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0284, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.5593, loss: 2.5877, grad_norm: 8.7136 2021-07-07 10:57:24,099 - mmaction - INFO - Epoch [95][2540/3757] lr: 1.000e-03, eta: 2 days, 14:13:56, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4995, loss: 2.5131, grad_norm: 8.5721 2021-07-07 10:57:45,280 - mmaction - INFO - Epoch [95][2560/3757] lr: 1.000e-03, eta: 2 days, 14:13:34, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.5090, loss: 2.4996, grad_norm: 8.6558 2021-07-07 10:58:06,547 - mmaction - INFO - Epoch [95][2580/3757] lr: 1.000e-03, eta: 2 days, 14:13:12, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6547, top5_acc: 0.8289, loss_cls: 1.4660, loss: 2.4573, grad_norm: 8.6523 2021-07-07 10:58:27,773 - mmaction - INFO - Epoch [95][2600/3757] lr: 1.000e-03, eta: 2 days, 14:12:51, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4527, loss: 2.4390, grad_norm: 8.5544 2021-07-07 10:58:49,161 - mmaction - INFO - Epoch [95][2620/3757] lr: 1.000e-03, eta: 2 days, 14:12:29, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0719, top1_acc: 0.6219, top5_acc: 0.8133, loss_cls: 1.6167, loss: 2.6887, grad_norm: 9.0956 2021-07-07 10:59:10,390 - mmaction - INFO - Epoch [95][2640/3757] lr: 1.000e-03, eta: 2 days, 14:12:07, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0756, top1_acc: 0.6406, top5_acc: 0.8141, loss_cls: 1.5858, loss: 2.6614, grad_norm: 8.9730 2021-07-07 10:59:31,751 - mmaction - INFO - Epoch [95][2660/3757] lr: 1.000e-03, eta: 2 days, 14:11:46, time: 1.067, data_time: 0.013, memory: 6921, loss_aux: 1.0582, top1_acc: 0.6320, top5_acc: 0.8234, loss_cls: 1.5799, loss: 2.6381, grad_norm: 8.9852 2021-07-07 10:59:53,200 - mmaction - INFO - Epoch [95][2680/3757] lr: 1.000e-03, eta: 2 days, 14:11:24, time: 1.074, data_time: 0.019, memory: 6921, loss_aux: 1.0280, top1_acc: 0.6328, top5_acc: 0.8305, loss_cls: 1.5378, loss: 2.5658, grad_norm: 8.5756 2021-07-07 11:00:14,461 - mmaction - INFO - Epoch [95][2700/3757] lr: 1.000e-03, eta: 2 days, 14:11:02, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4967, loss: 2.5026, grad_norm: 8.8456 2021-07-07 11:00:36,571 - mmaction - INFO - Epoch [95][2720/3757] lr: 1.000e-03, eta: 2 days, 14:10:41, time: 1.106, data_time: 0.005, memory: 6921, loss_aux: 1.0710, top1_acc: 0.6109, top5_acc: 0.8078, loss_cls: 1.6139, loss: 2.6849, grad_norm: 8.9548 2021-07-07 11:00:58,610 - mmaction - INFO - Epoch [95][2740/3757] lr: 1.000e-03, eta: 2 days, 14:10:20, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.0454, top1_acc: 0.6422, top5_acc: 0.8203, loss_cls: 1.5830, loss: 2.6284, grad_norm: 8.6635 2021-07-07 11:01:19,732 - mmaction - INFO - Epoch [95][2760/3757] lr: 1.000e-03, eta: 2 days, 14:09:58, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0178, top1_acc: 0.6492, top5_acc: 0.8234, loss_cls: 1.5096, loss: 2.5274, grad_norm: 8.5128 2021-07-07 11:01:40,787 - mmaction - INFO - Epoch [95][2780/3757] lr: 1.000e-03, eta: 2 days, 14:09:36, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0056, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4729, loss: 2.4785, grad_norm: 8.7682 2021-07-07 11:02:01,939 - mmaction - INFO - Epoch [95][2800/3757] lr: 1.000e-03, eta: 2 days, 14:09:14, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0289, top1_acc: 0.6352, top5_acc: 0.8227, loss_cls: 1.5279, loss: 2.5568, grad_norm: 8.7672 2021-07-07 11:02:23,116 - mmaction - INFO - Epoch [95][2820/3757] lr: 1.000e-03, eta: 2 days, 14:08:52, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0445, top1_acc: 0.6289, top5_acc: 0.8164, loss_cls: 1.5844, loss: 2.6289, grad_norm: 8.7917 2021-07-07 11:02:44,578 - mmaction - INFO - Epoch [95][2840/3757] lr: 1.000e-03, eta: 2 days, 14:08:31, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6414, top5_acc: 0.8484, loss_cls: 1.4675, loss: 2.4806, grad_norm: 8.9602 2021-07-07 11:03:06,283 - mmaction - INFO - Epoch [95][2860/3757] lr: 1.000e-03, eta: 2 days, 14:08:09, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.0441, top1_acc: 0.6406, top5_acc: 0.8258, loss_cls: 1.5454, loss: 2.5895, grad_norm: 8.8344 2021-07-07 11:03:28,061 - mmaction - INFO - Epoch [95][2880/3757] lr: 1.000e-03, eta: 2 days, 14:07:48, time: 1.088, data_time: 0.001, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6477, top5_acc: 0.8383, loss_cls: 1.4851, loss: 2.5007, grad_norm: 8.6743 2021-07-07 11:03:49,157 - mmaction - INFO - Epoch [95][2900/3757] lr: 1.000e-03, eta: 2 days, 14:07:26, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0204, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4828, loss: 2.5032, grad_norm: 9.0931 2021-07-07 11:04:10,165 - mmaction - INFO - Epoch [95][2920/3757] lr: 1.000e-03, eta: 2 days, 14:07:04, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5050, loss: 2.5343, grad_norm: 9.0315 2021-07-07 11:04:31,283 - mmaction - INFO - Epoch [95][2940/3757] lr: 1.000e-03, eta: 2 days, 14:06:42, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0086, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4740, loss: 2.4826, grad_norm: 8.8118 2021-07-07 11:04:52,433 - mmaction - INFO - Epoch [95][2960/3757] lr: 1.000e-03, eta: 2 days, 14:06:21, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.4761, loss: 2.4840, grad_norm: 8.8468 2021-07-07 11:05:14,286 - mmaction - INFO - Epoch [95][2980/3757] lr: 1.000e-03, eta: 2 days, 14:05:59, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.0429, top1_acc: 0.6336, top5_acc: 0.8266, loss_cls: 1.5103, loss: 2.5531, grad_norm: 9.0215 2021-07-07 11:05:35,772 - mmaction - INFO - Epoch [95][3000/3757] lr: 1.000e-03, eta: 2 days, 14:05:38, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0123, top1_acc: 0.6383, top5_acc: 0.8398, loss_cls: 1.4954, loss: 2.5076, grad_norm: 8.7085 2021-07-07 11:05:56,749 - mmaction - INFO - Epoch [95][3020/3757] lr: 1.000e-03, eta: 2 days, 14:05:16, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0579, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5720, loss: 2.6299, grad_norm: 8.9664 2021-07-07 11:06:19,110 - mmaction - INFO - Epoch [95][3040/3757] lr: 1.000e-03, eta: 2 days, 14:04:55, time: 1.120, data_time: 0.006, memory: 6921, loss_aux: 1.0411, top1_acc: 0.6414, top5_acc: 0.8195, loss_cls: 1.5271, loss: 2.5681, grad_norm: 8.6564 2021-07-07 11:06:39,884 - mmaction - INFO - Epoch [95][3060/3757] lr: 1.000e-03, eta: 2 days, 14:04:33, time: 1.039, data_time: 0.004, memory: 6921, loss_aux: 1.0362, top1_acc: 0.6469, top5_acc: 0.8258, loss_cls: 1.5214, loss: 2.5576, grad_norm: 8.8234 2021-07-07 11:07:01,399 - mmaction - INFO - Epoch [95][3080/3757] lr: 1.000e-03, eta: 2 days, 14:04:11, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.0718, top1_acc: 0.6305, top5_acc: 0.8187, loss_cls: 1.6172, loss: 2.6890, grad_norm: 8.9680 2021-07-07 11:07:22,590 - mmaction - INFO - Epoch [95][3100/3757] lr: 1.000e-03, eta: 2 days, 14:03:49, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5032, loss: 2.5061, grad_norm: 8.8071 2021-07-07 11:07:43,852 - mmaction - INFO - Epoch [95][3120/3757] lr: 1.000e-03, eta: 2 days, 14:03:28, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0514, top1_acc: 0.6211, top5_acc: 0.8211, loss_cls: 1.5756, loss: 2.6270, grad_norm: 8.7381 2021-07-07 11:08:05,018 - mmaction - INFO - Epoch [95][3140/3757] lr: 1.000e-03, eta: 2 days, 14:03:06, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0080, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.4559, loss: 2.4639, grad_norm: 8.5239 2021-07-07 11:08:26,188 - mmaction - INFO - Epoch [95][3160/3757] lr: 1.000e-03, eta: 2 days, 14:02:44, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6578, top5_acc: 0.8367, loss_cls: 1.4950, loss: 2.5076, grad_norm: 8.6441 2021-07-07 11:08:47,168 - mmaction - INFO - Epoch [95][3180/3757] lr: 1.000e-03, eta: 2 days, 14:02:22, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0554, top1_acc: 0.6250, top5_acc: 0.8172, loss_cls: 1.5991, loss: 2.6545, grad_norm: 8.8336 2021-07-07 11:09:08,659 - mmaction - INFO - Epoch [95][3200/3757] lr: 1.000e-03, eta: 2 days, 14:02:01, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.4967, loss: 2.4943, grad_norm: 8.8420 2021-07-07 11:09:29,921 - mmaction - INFO - Epoch [95][3220/3757] lr: 1.000e-03, eta: 2 days, 14:01:39, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0364, top1_acc: 0.6258, top5_acc: 0.8219, loss_cls: 1.5421, loss: 2.5785, grad_norm: 8.7894 2021-07-07 11:09:51,077 - mmaction - INFO - Epoch [95][3240/3757] lr: 1.000e-03, eta: 2 days, 14:01:17, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0667, top1_acc: 0.6305, top5_acc: 0.8258, loss_cls: 1.5664, loss: 2.6331, grad_norm: 9.0421 2021-07-07 11:10:12,221 - mmaction - INFO - Epoch [95][3260/3757] lr: 1.000e-03, eta: 2 days, 14:00:55, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0138, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5230, loss: 2.5368, grad_norm: 8.9106 2021-07-07 11:10:33,255 - mmaction - INFO - Epoch [95][3280/3757] lr: 1.000e-03, eta: 2 days, 14:00:33, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0327, top1_acc: 0.6266, top5_acc: 0.8172, loss_cls: 1.5525, loss: 2.5852, grad_norm: 8.7157 2021-07-07 11:10:54,492 - mmaction - INFO - Epoch [95][3300/3757] lr: 1.000e-03, eta: 2 days, 14:00:12, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.4755, loss: 2.4827, grad_norm: 8.9348 2021-07-07 11:11:15,941 - mmaction - INFO - Epoch [95][3320/3757] lr: 1.000e-03, eta: 2 days, 13:59:50, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.0612, top1_acc: 0.6117, top5_acc: 0.8133, loss_cls: 1.6365, loss: 2.6976, grad_norm: 8.9099 2021-07-07 11:11:36,991 - mmaction - INFO - Epoch [95][3340/3757] lr: 1.000e-03, eta: 2 days, 13:59:28, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4579, loss: 2.4684, grad_norm: 8.5695 2021-07-07 11:11:58,123 - mmaction - INFO - Epoch [95][3360/3757] lr: 1.000e-03, eta: 2 days, 13:59:06, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6453, top5_acc: 0.8375, loss_cls: 1.4919, loss: 2.5006, grad_norm: 9.1020 2021-07-07 11:12:19,286 - mmaction - INFO - Epoch [95][3380/3757] lr: 1.000e-03, eta: 2 days, 13:58:45, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6359, top5_acc: 0.8383, loss_cls: 1.5162, loss: 2.5191, grad_norm: 8.9653 2021-07-07 11:12:40,643 - mmaction - INFO - Epoch [95][3400/3757] lr: 1.000e-03, eta: 2 days, 13:58:23, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5310, loss: 2.5359, grad_norm: 9.0803 2021-07-07 11:13:02,677 - mmaction - INFO - Epoch [95][3420/3757] lr: 1.000e-03, eta: 2 days, 13:58:02, time: 1.102, data_time: 0.054, memory: 6921, loss_aux: 0.9977, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.4979, loss: 2.4955, grad_norm: 8.6064 2021-07-07 11:13:23,876 - mmaction - INFO - Epoch [95][3440/3757] lr: 1.000e-03, eta: 2 days, 13:57:40, time: 1.059, data_time: 0.022, memory: 6921, loss_aux: 1.0796, top1_acc: 0.6109, top5_acc: 0.8172, loss_cls: 1.5985, loss: 2.6781, grad_norm: 9.0057 2021-07-07 11:13:44,909 - mmaction - INFO - Epoch [95][3460/3757] lr: 1.000e-03, eta: 2 days, 13:57:18, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0234, top1_acc: 0.6305, top5_acc: 0.8305, loss_cls: 1.5436, loss: 2.5670, grad_norm: 8.7192 2021-07-07 11:14:06,260 - mmaction - INFO - Epoch [95][3480/3757] lr: 1.000e-03, eta: 2 days, 13:56:56, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0518, top1_acc: 0.6406, top5_acc: 0.8242, loss_cls: 1.5426, loss: 2.5944, grad_norm: 8.6103 2021-07-07 11:14:28,297 - mmaction - INFO - Epoch [95][3500/3757] lr: 1.000e-03, eta: 2 days, 13:56:35, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.5947, loss: 2.6589, grad_norm: 9.0135 2021-07-07 11:14:49,528 - mmaction - INFO - Epoch [95][3520/3757] lr: 1.000e-03, eta: 2 days, 13:56:13, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5318, loss: 2.5655, grad_norm: 8.6834 2021-07-07 11:15:10,715 - mmaction - INFO - Epoch [95][3540/3757] lr: 1.000e-03, eta: 2 days, 13:55:52, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.4658, loss: 2.4402, grad_norm: 8.6221 2021-07-07 11:15:31,934 - mmaction - INFO - Epoch [95][3560/3757] lr: 1.000e-03, eta: 2 days, 13:55:30, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0062, top1_acc: 0.6469, top5_acc: 0.8266, loss_cls: 1.5116, loss: 2.5178, grad_norm: 8.6696 2021-07-07 11:15:53,007 - mmaction - INFO - Epoch [95][3580/3757] lr: 1.000e-03, eta: 2 days, 13:55:08, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.0453, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5297, loss: 2.5750, grad_norm: 8.9336 2021-07-07 11:16:14,241 - mmaction - INFO - Epoch [95][3600/3757] lr: 1.000e-03, eta: 2 days, 13:54:46, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0583, top1_acc: 0.6141, top5_acc: 0.8203, loss_cls: 1.6223, loss: 2.6806, grad_norm: 8.9921 2021-07-07 11:16:35,627 - mmaction - INFO - Epoch [95][3620/3757] lr: 1.000e-03, eta: 2 days, 13:54:25, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0537, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5536, loss: 2.6072, grad_norm: 8.9914 2021-07-07 11:16:56,921 - mmaction - INFO - Epoch [95][3640/3757] lr: 1.000e-03, eta: 2 days, 13:54:03, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6500, top5_acc: 0.8328, loss_cls: 1.4781, loss: 2.4812, grad_norm: 8.6297 2021-07-07 11:17:18,334 - mmaction - INFO - Epoch [95][3660/3757] lr: 1.000e-03, eta: 2 days, 13:53:41, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0102, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5484, loss: 2.5586, grad_norm: 9.0263 2021-07-07 11:17:39,517 - mmaction - INFO - Epoch [95][3680/3757] lr: 1.000e-03, eta: 2 days, 13:53:19, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0363, top1_acc: 0.6492, top5_acc: 0.8172, loss_cls: 1.5634, loss: 2.5996, grad_norm: 8.7274 2021-07-07 11:18:00,565 - mmaction - INFO - Epoch [95][3700/3757] lr: 1.000e-03, eta: 2 days, 13:52:58, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0435, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5556, loss: 2.5991, grad_norm: 9.0566 2021-07-07 11:18:22,632 - mmaction - INFO - Epoch [95][3720/3757] lr: 1.000e-03, eta: 2 days, 13:52:36, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.0425, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5445, loss: 2.5870, grad_norm: 9.0755 2021-07-07 11:18:43,902 - mmaction - INFO - Epoch [95][3740/3757] lr: 1.000e-03, eta: 2 days, 13:52:15, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0178, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.4923, loss: 2.5101, grad_norm: 8.7739 2021-07-07 11:19:02,427 - mmaction - INFO - Saving checkpoint at 95 epochs 2021-07-07 11:23:52,513 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 11:23:53,319 - mmaction - INFO - top1_acc 0.6890 top5_acc 0.8796 2021-07-07 11:23:53,320 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 11:23:53,348 - mmaction - INFO - mean_acc 0.6889 2021-07-07 11:23:53,355 - mmaction - INFO - Epoch(val) [95][310] top1_acc: 0.6890, top5_acc: 0.8796, mean_class_accuracy: 0.6889 2021-07-07 11:24:54,262 - mmaction - INFO - Epoch [96][20/3757] lr: 1.000e-03, eta: 2 days, 13:51:47, time: 3.043, data_time: 1.890, memory: 6921, loss_aux: 1.0458, top1_acc: 0.6203, top5_acc: 0.8266, loss_cls: 1.5732, loss: 2.6190, grad_norm: 9.0050 2021-07-07 11:25:16,741 - mmaction - INFO - Epoch [96][40/3757] lr: 1.000e-03, eta: 2 days, 13:51:26, time: 1.124, data_time: 0.056, memory: 6921, loss_aux: 1.0262, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4986, loss: 2.5248, grad_norm: 8.6052 2021-07-07 11:25:38,659 - mmaction - INFO - Epoch [96][60/3757] lr: 1.000e-03, eta: 2 days, 13:51:04, time: 1.098, data_time: 0.057, memory: 6921, loss_aux: 1.0486, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5380, loss: 2.5866, grad_norm: 9.1058 2021-07-07 11:26:00,022 - mmaction - INFO - Epoch [96][80/3757] lr: 1.000e-03, eta: 2 days, 13:50:43, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0514, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5243, loss: 2.5758, grad_norm: 9.0027 2021-07-07 11:26:21,107 - mmaction - INFO - Epoch [96][100/3757] lr: 1.000e-03, eta: 2 days, 13:50:21, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9733, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.4668, loss: 2.4400, grad_norm: 8.3975 2021-07-07 11:26:42,620 - mmaction - INFO - Epoch [96][120/3757] lr: 1.000e-03, eta: 2 days, 13:49:59, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5220, loss: 2.5385, grad_norm: 8.8748 2021-07-07 11:27:03,656 - mmaction - INFO - Epoch [96][140/3757] lr: 1.000e-03, eta: 2 days, 13:49:38, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0120, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4693, loss: 2.4813, grad_norm: 8.7345 2021-07-07 11:27:25,523 - mmaction - INFO - Epoch [96][160/3757] lr: 1.000e-03, eta: 2 days, 13:49:16, time: 1.092, data_time: 0.001, memory: 6921, loss_aux: 0.9795, top1_acc: 0.6461, top5_acc: 0.8391, loss_cls: 1.4522, loss: 2.4317, grad_norm: 8.6218 2021-07-07 11:27:46,880 - mmaction - INFO - Epoch [96][180/3757] lr: 1.000e-03, eta: 2 days, 13:48:54, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0726, top1_acc: 0.6211, top5_acc: 0.8086, loss_cls: 1.6626, loss: 2.7351, grad_norm: 9.3061 2021-07-07 11:28:08,849 - mmaction - INFO - Epoch [96][200/3757] lr: 1.000e-03, eta: 2 days, 13:48:33, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4807, loss: 2.4755, grad_norm: 8.8221 2021-07-07 11:28:30,084 - mmaction - INFO - Epoch [96][220/3757] lr: 1.000e-03, eta: 2 days, 13:48:11, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6453, top5_acc: 0.8258, loss_cls: 1.5365, loss: 2.5682, grad_norm: 8.7983 2021-07-07 11:28:51,228 - mmaction - INFO - Epoch [96][240/3757] lr: 1.000e-03, eta: 2 days, 13:47:50, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0007, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4524, loss: 2.4531, grad_norm: 8.6058 2021-07-07 11:29:12,211 - mmaction - INFO - Epoch [96][260/3757] lr: 1.000e-03, eta: 2 days, 13:47:28, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0287, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.4853, loss: 2.5141, grad_norm: 8.7153 2021-07-07 11:29:33,675 - mmaction - INFO - Epoch [96][280/3757] lr: 1.000e-03, eta: 2 days, 13:47:06, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0585, top1_acc: 0.6289, top5_acc: 0.8398, loss_cls: 1.5437, loss: 2.6022, grad_norm: 9.0105 2021-07-07 11:29:54,664 - mmaction - INFO - Epoch [96][300/3757] lr: 1.000e-03, eta: 2 days, 13:46:44, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 0.9857, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4639, loss: 2.4496, grad_norm: 8.6436 2021-07-07 11:30:15,732 - mmaction - INFO - Epoch [96][320/3757] lr: 1.000e-03, eta: 2 days, 13:46:22, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9999, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4679, loss: 2.4678, grad_norm: 8.6561 2021-07-07 11:30:36,917 - mmaction - INFO - Epoch [96][340/3757] lr: 1.000e-03, eta: 2 days, 13:46:01, time: 1.059, data_time: 0.008, memory: 6921, loss_aux: 1.0198, top1_acc: 0.6422, top5_acc: 0.8219, loss_cls: 1.5433, loss: 2.5631, grad_norm: 8.8181 2021-07-07 11:30:58,466 - mmaction - INFO - Epoch [96][360/3757] lr: 1.000e-03, eta: 2 days, 13:45:39, time: 1.078, data_time: 0.018, memory: 6921, loss_aux: 0.9909, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.4604, loss: 2.4513, grad_norm: 8.6274 2021-07-07 11:31:19,809 - mmaction - INFO - Epoch [96][380/3757] lr: 1.000e-03, eta: 2 days, 13:45:17, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0268, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5513, loss: 2.5781, grad_norm: 8.8493 2021-07-07 11:31:40,801 - mmaction - INFO - Epoch [96][400/3757] lr: 1.000e-03, eta: 2 days, 13:44:55, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9964, top1_acc: 0.6375, top5_acc: 0.8391, loss_cls: 1.4501, loss: 2.4464, grad_norm: 8.5506 2021-07-07 11:32:01,663 - mmaction - INFO - Epoch [96][420/3757] lr: 1.000e-03, eta: 2 days, 13:44:34, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.0287, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5286, loss: 2.5573, grad_norm: 8.8211 2021-07-07 11:32:23,312 - mmaction - INFO - Epoch [96][440/3757] lr: 1.000e-03, eta: 2 days, 13:44:12, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 1.0227, top1_acc: 0.6352, top5_acc: 0.8383, loss_cls: 1.5191, loss: 2.5418, grad_norm: 8.6470 2021-07-07 11:32:45,532 - mmaction - INFO - Epoch [96][460/3757] lr: 1.000e-03, eta: 2 days, 13:43:51, time: 1.114, data_time: 0.036, memory: 6921, loss_aux: 0.9878, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4517, loss: 2.4394, grad_norm: 8.6172 2021-07-07 11:33:07,243 - mmaction - INFO - Epoch [96][480/3757] lr: 1.000e-03, eta: 2 days, 13:43:29, time: 1.085, data_time: 0.046, memory: 6921, loss_aux: 1.0282, top1_acc: 0.6250, top5_acc: 0.8281, loss_cls: 1.5697, loss: 2.5979, grad_norm: 8.9777 2021-07-07 11:33:28,205 - mmaction - INFO - Epoch [96][500/3757] lr: 1.000e-03, eta: 2 days, 13:43:07, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6719, top5_acc: 0.8328, loss_cls: 1.4316, loss: 2.4280, grad_norm: 8.4564 2021-07-07 11:33:49,466 - mmaction - INFO - Epoch [96][520/3757] lr: 1.000e-03, eta: 2 days, 13:42:46, time: 1.063, data_time: 0.014, memory: 6921, loss_aux: 1.0343, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.5362, loss: 2.5705, grad_norm: 8.9352 2021-07-07 11:34:12,227 - mmaction - INFO - Epoch [96][540/3757] lr: 1.000e-03, eta: 2 days, 13:42:25, time: 1.138, data_time: 0.008, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6383, top5_acc: 0.8492, loss_cls: 1.4524, loss: 2.4497, grad_norm: 8.7741 2021-07-07 11:34:33,474 - mmaction - INFO - Epoch [96][560/3757] lr: 1.000e-03, eta: 2 days, 13:42:03, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0186, top1_acc: 0.6469, top5_acc: 0.8250, loss_cls: 1.5128, loss: 2.5314, grad_norm: 8.6792 2021-07-07 11:34:54,518 - mmaction - INFO - Epoch [96][580/3757] lr: 1.000e-03, eta: 2 days, 13:41:41, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0489, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5549, loss: 2.6038, grad_norm: 8.8702 2021-07-07 11:35:15,522 - mmaction - INFO - Epoch [96][600/3757] lr: 1.000e-03, eta: 2 days, 13:41:19, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0188, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4725, loss: 2.4913, grad_norm: 8.5054 2021-07-07 11:35:37,433 - mmaction - INFO - Epoch [96][620/3757] lr: 1.000e-03, eta: 2 days, 13:40:58, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4862, loss: 2.4912, grad_norm: 8.7021 2021-07-07 11:35:58,501 - mmaction - INFO - Epoch [96][640/3757] lr: 1.000e-03, eta: 2 days, 13:40:36, time: 1.052, data_time: 0.007, memory: 6921, loss_aux: 1.0632, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6447, loss: 2.7080, grad_norm: 9.2223 2021-07-07 11:36:19,529 - mmaction - INFO - Epoch [96][660/3757] lr: 1.000e-03, eta: 2 days, 13:40:14, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0384, top1_acc: 0.6516, top5_acc: 0.8344, loss_cls: 1.5150, loss: 2.5534, grad_norm: 8.6966 2021-07-07 11:36:41,426 - mmaction - INFO - Epoch [96][680/3757] lr: 1.000e-03, eta: 2 days, 13:39:53, time: 1.097, data_time: 0.052, memory: 6921, loss_aux: 1.0311, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5705, loss: 2.6016, grad_norm: 9.1747 2021-07-07 11:37:02,858 - mmaction - INFO - Epoch [96][700/3757] lr: 1.000e-03, eta: 2 days, 13:39:31, time: 1.072, data_time: 0.028, memory: 6921, loss_aux: 1.0490, top1_acc: 0.6227, top5_acc: 0.8305, loss_cls: 1.5535, loss: 2.6025, grad_norm: 9.0237 2021-07-07 11:37:23,970 - mmaction - INFO - Epoch [96][720/3757] lr: 1.000e-03, eta: 2 days, 13:39:10, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0057, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.5051, loss: 2.5108, grad_norm: 8.8546 2021-07-07 11:37:44,991 - mmaction - INFO - Epoch [96][740/3757] lr: 1.000e-03, eta: 2 days, 13:38:48, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9408, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3975, loss: 2.3383, grad_norm: 8.4693 2021-07-07 11:38:06,189 - mmaction - INFO - Epoch [96][760/3757] lr: 1.000e-03, eta: 2 days, 13:38:26, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0603, top1_acc: 0.6305, top5_acc: 0.8234, loss_cls: 1.5940, loss: 2.6543, grad_norm: 9.1424 2021-07-07 11:38:27,254 - mmaction - INFO - Epoch [96][780/3757] lr: 1.000e-03, eta: 2 days, 13:38:04, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0306, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4978, loss: 2.5284, grad_norm: 8.9470 2021-07-07 11:38:48,834 - mmaction - INFO - Epoch [96][800/3757] lr: 1.000e-03, eta: 2 days, 13:37:43, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.0339, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.4910, loss: 2.5249, grad_norm: 8.7736 2021-07-07 11:39:09,858 - mmaction - INFO - Epoch [96][820/3757] lr: 1.000e-03, eta: 2 days, 13:37:21, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.4084, loss: 2.3660, grad_norm: 8.7625 2021-07-07 11:39:32,195 - mmaction - INFO - Epoch [96][840/3757] lr: 1.000e-03, eta: 2 days, 13:37:00, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 0.9993, top1_acc: 0.6508, top5_acc: 0.8344, loss_cls: 1.4732, loss: 2.4725, grad_norm: 8.6689 2021-07-07 11:39:53,206 - mmaction - INFO - Epoch [96][860/3757] lr: 1.000e-03, eta: 2 days, 13:36:38, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5024, loss: 2.5296, grad_norm: 8.9401 2021-07-07 11:40:14,483 - mmaction - INFO - Epoch [96][880/3757] lr: 1.000e-03, eta: 2 days, 13:36:16, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0587, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.6028, loss: 2.6615, grad_norm: 8.8391 2021-07-07 11:40:35,680 - mmaction - INFO - Epoch [96][900/3757] lr: 1.000e-03, eta: 2 days, 13:35:54, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0659, top1_acc: 0.6086, top5_acc: 0.8258, loss_cls: 1.6171, loss: 2.6830, grad_norm: 8.9428 2021-07-07 11:40:56,978 - mmaction - INFO - Epoch [96][920/3757] lr: 1.000e-03, eta: 2 days, 13:35:32, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0316, top1_acc: 0.6406, top5_acc: 0.8258, loss_cls: 1.5368, loss: 2.5684, grad_norm: 8.5656 2021-07-07 11:41:18,154 - mmaction - INFO - Epoch [96][940/3757] lr: 1.000e-03, eta: 2 days, 13:35:11, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0414, top1_acc: 0.6242, top5_acc: 0.8297, loss_cls: 1.5906, loss: 2.6319, grad_norm: 9.1805 2021-07-07 11:41:39,437 - mmaction - INFO - Epoch [96][960/3757] lr: 1.000e-03, eta: 2 days, 13:34:49, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6687, top5_acc: 0.8336, loss_cls: 1.4404, loss: 2.4407, grad_norm: 8.6300 2021-07-07 11:42:00,577 - mmaction - INFO - Epoch [96][980/3757] lr: 1.000e-03, eta: 2 days, 13:34:27, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6328, top5_acc: 0.8430, loss_cls: 1.4946, loss: 2.5049, grad_norm: 8.6089 2021-07-07 11:42:21,643 - mmaction - INFO - Epoch [96][1000/3757] lr: 1.000e-03, eta: 2 days, 13:34:05, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0388, top1_acc: 0.6195, top5_acc: 0.8266, loss_cls: 1.5942, loss: 2.6330, grad_norm: 9.1423 2021-07-07 11:42:42,917 - mmaction - INFO - Epoch [96][1020/3757] lr: 1.000e-03, eta: 2 days, 13:33:44, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.3939, loss: 2.3592, grad_norm: 8.6114 2021-07-07 11:43:04,143 - mmaction - INFO - Epoch [96][1040/3757] lr: 1.000e-03, eta: 2 days, 13:33:22, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0613, top1_acc: 0.6211, top5_acc: 0.8273, loss_cls: 1.5958, loss: 2.6571, grad_norm: 8.9768 2021-07-07 11:43:25,502 - mmaction - INFO - Epoch [96][1060/3757] lr: 1.000e-03, eta: 2 days, 13:33:00, time: 1.070, data_time: 0.007, memory: 6921, loss_aux: 1.0426, top1_acc: 0.6281, top5_acc: 0.8281, loss_cls: 1.5439, loss: 2.5865, grad_norm: 8.9478 2021-07-07 11:43:46,523 - mmaction - INFO - Epoch [96][1080/3757] lr: 1.000e-03, eta: 2 days, 13:32:38, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0316, top1_acc: 0.6438, top5_acc: 0.8305, loss_cls: 1.5220, loss: 2.5536, grad_norm: 8.6974 2021-07-07 11:44:07,891 - mmaction - INFO - Epoch [96][1100/3757] lr: 1.000e-03, eta: 2 days, 13:32:17, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0030, top1_acc: 0.6547, top5_acc: 0.8250, loss_cls: 1.4945, loss: 2.4974, grad_norm: 8.7645 2021-07-07 11:44:29,561 - mmaction - INFO - Epoch [96][1120/3757] lr: 1.000e-03, eta: 2 days, 13:31:55, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.0053, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.4833, loss: 2.4886, grad_norm: 8.5780 2021-07-07 11:44:50,817 - mmaction - INFO - Epoch [96][1140/3757] lr: 1.000e-03, eta: 2 days, 13:31:33, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0388, top1_acc: 0.6281, top5_acc: 0.8211, loss_cls: 1.5925, loss: 2.6313, grad_norm: 8.8519 2021-07-07 11:45:12,229 - mmaction - INFO - Epoch [96][1160/3757] lr: 1.000e-03, eta: 2 days, 13:31:12, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0171, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.5137, loss: 2.5307, grad_norm: 8.6272 2021-07-07 11:45:33,466 - mmaction - INFO - Epoch [96][1180/3757] lr: 1.000e-03, eta: 2 days, 13:30:50, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0420, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.5191, loss: 2.5611, grad_norm: 8.8199 2021-07-07 11:45:54,741 - mmaction - INFO - Epoch [96][1200/3757] lr: 1.000e-03, eta: 2 days, 13:30:28, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0777, top1_acc: 0.6305, top5_acc: 0.8219, loss_cls: 1.5975, loss: 2.6752, grad_norm: 9.3528 2021-07-07 11:46:15,947 - mmaction - INFO - Epoch [96][1220/3757] lr: 1.000e-03, eta: 2 days, 13:30:07, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0062, top1_acc: 0.6188, top5_acc: 0.8281, loss_cls: 1.5183, loss: 2.5245, grad_norm: 8.8230 2021-07-07 11:46:37,531 - mmaction - INFO - Epoch [96][1240/3757] lr: 1.000e-03, eta: 2 days, 13:29:45, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.0374, top1_acc: 0.6414, top5_acc: 0.8195, loss_cls: 1.5669, loss: 2.6043, grad_norm: 9.0707 2021-07-07 11:46:59,407 - mmaction - INFO - Epoch [96][1260/3757] lr: 1.000e-03, eta: 2 days, 13:29:24, time: 1.094, data_time: 0.001, memory: 6921, loss_aux: 1.0428, top1_acc: 0.6359, top5_acc: 0.8242, loss_cls: 1.5156, loss: 2.5584, grad_norm: 8.6179 2021-07-07 11:47:20,527 - mmaction - INFO - Epoch [96][1280/3757] lr: 1.000e-03, eta: 2 days, 13:29:02, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0107, top1_acc: 0.6438, top5_acc: 0.8422, loss_cls: 1.4307, loss: 2.4414, grad_norm: 8.5184 2021-07-07 11:47:41,697 - mmaction - INFO - Epoch [96][1300/3757] lr: 1.000e-03, eta: 2 days, 13:28:40, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0206, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4840, loss: 2.5046, grad_norm: 8.7979 2021-07-07 11:48:03,044 - mmaction - INFO - Epoch [96][1320/3757] lr: 1.000e-03, eta: 2 days, 13:28:18, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0442, top1_acc: 0.6484, top5_acc: 0.8187, loss_cls: 1.5276, loss: 2.5718, grad_norm: 8.7108 2021-07-07 11:48:25,455 - mmaction - INFO - Epoch [96][1340/3757] lr: 1.000e-03, eta: 2 days, 13:27:57, time: 1.122, data_time: 0.005, memory: 6921, loss_aux: 1.0055, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.4851, loss: 2.4905, grad_norm: 9.0977 2021-07-07 11:48:46,371 - mmaction - INFO - Epoch [96][1360/3757] lr: 1.000e-03, eta: 2 days, 13:27:35, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6336, top5_acc: 0.8266, loss_cls: 1.5351, loss: 2.5630, grad_norm: 8.9466 2021-07-07 11:49:08,485 - mmaction - INFO - Epoch [96][1380/3757] lr: 1.000e-03, eta: 2 days, 13:27:14, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.4235, loss: 2.4072, grad_norm: 8.8133 2021-07-07 11:49:29,571 - mmaction - INFO - Epoch [96][1400/3757] lr: 1.000e-03, eta: 2 days, 13:26:52, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9791, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.4905, loss: 2.4695, grad_norm: 8.8888 2021-07-07 11:49:50,682 - mmaction - INFO - Epoch [96][1420/3757] lr: 1.000e-03, eta: 2 days, 13:26:31, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0299, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.4905, loss: 2.5203, grad_norm: 8.6526 2021-07-07 11:50:11,798 - mmaction - INFO - Epoch [96][1440/3757] lr: 1.000e-03, eta: 2 days, 13:26:09, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6484, top5_acc: 0.8258, loss_cls: 1.5249, loss: 2.5387, grad_norm: 8.8642 2021-07-07 11:50:32,938 - mmaction - INFO - Epoch [96][1460/3757] lr: 1.000e-03, eta: 2 days, 13:25:47, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0554, top1_acc: 0.6250, top5_acc: 0.8078, loss_cls: 1.6155, loss: 2.6709, grad_norm: 9.0168 2021-07-07 11:50:55,004 - mmaction - INFO - Epoch [96][1480/3757] lr: 1.000e-03, eta: 2 days, 13:25:26, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.0241, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4935, loss: 2.5176, grad_norm: 9.0233 2021-07-07 11:51:16,108 - mmaction - INFO - Epoch [96][1500/3757] lr: 1.000e-03, eta: 2 days, 13:25:04, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0348, top1_acc: 0.6305, top5_acc: 0.8195, loss_cls: 1.5562, loss: 2.5910, grad_norm: 8.8543 2021-07-07 11:51:37,580 - mmaction - INFO - Epoch [96][1520/3757] lr: 1.000e-03, eta: 2 days, 13:24:42, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4916, loss: 2.5046, grad_norm: 8.9307 2021-07-07 11:51:58,795 - mmaction - INFO - Epoch [96][1540/3757] lr: 1.000e-03, eta: 2 days, 13:24:21, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0229, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5063, loss: 2.5292, grad_norm: 8.9506 2021-07-07 11:52:19,994 - mmaction - INFO - Epoch [96][1560/3757] lr: 1.000e-03, eta: 2 days, 13:23:59, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.5128, loss: 2.5487, grad_norm: 8.9078 2021-07-07 11:52:41,317 - mmaction - INFO - Epoch [96][1580/3757] lr: 1.000e-03, eta: 2 days, 13:23:37, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0636, top1_acc: 0.6453, top5_acc: 0.8281, loss_cls: 1.5457, loss: 2.6092, grad_norm: 8.9293 2021-07-07 11:53:02,533 - mmaction - INFO - Epoch [96][1600/3757] lr: 1.000e-03, eta: 2 days, 13:23:15, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0925, top1_acc: 0.6109, top5_acc: 0.8180, loss_cls: 1.6451, loss: 2.7376, grad_norm: 8.9699 2021-07-07 11:53:23,882 - mmaction - INFO - Epoch [96][1620/3757] lr: 1.000e-03, eta: 2 days, 13:22:54, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0363, top1_acc: 0.6320, top5_acc: 0.8133, loss_cls: 1.5533, loss: 2.5896, grad_norm: 8.8056 2021-07-07 11:53:45,759 - mmaction - INFO - Epoch [96][1640/3757] lr: 1.000e-03, eta: 2 days, 13:22:32, time: 1.094, data_time: 0.027, memory: 6921, loss_aux: 1.0011, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4953, loss: 2.4964, grad_norm: 8.9174 2021-07-07 11:54:07,690 - mmaction - INFO - Epoch [96][1660/3757] lr: 1.000e-03, eta: 2 days, 13:22:11, time: 1.097, data_time: 0.056, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6516, top5_acc: 0.8266, loss_cls: 1.5025, loss: 2.5097, grad_norm: 8.7827 2021-07-07 11:54:28,620 - mmaction - INFO - Epoch [96][1680/3757] lr: 1.000e-03, eta: 2 days, 13:21:49, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6188, top5_acc: 0.8320, loss_cls: 1.5452, loss: 2.5771, grad_norm: 9.0995 2021-07-07 11:54:49,746 - mmaction - INFO - Epoch [96][1700/3757] lr: 1.000e-03, eta: 2 days, 13:21:27, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0127, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5119, loss: 2.5246, grad_norm: 8.9862 2021-07-07 11:55:11,079 - mmaction - INFO - Epoch [96][1720/3757] lr: 1.000e-03, eta: 2 days, 13:21:06, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6359, top5_acc: 0.8266, loss_cls: 1.5278, loss: 2.5759, grad_norm: 8.8522 2021-07-07 11:55:32,335 - mmaction - INFO - Epoch [96][1740/3757] lr: 1.000e-03, eta: 2 days, 13:20:44, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0159, top1_acc: 0.6391, top5_acc: 0.8406, loss_cls: 1.5163, loss: 2.5322, grad_norm: 8.7412 2021-07-07 11:55:53,902 - mmaction - INFO - Epoch [96][1760/3757] lr: 1.000e-03, eta: 2 days, 13:20:22, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0371, top1_acc: 0.6086, top5_acc: 0.8289, loss_cls: 1.6005, loss: 2.6377, grad_norm: 9.0371 2021-07-07 11:56:15,906 - mmaction - INFO - Epoch [96][1780/3757] lr: 1.000e-03, eta: 2 days, 13:20:01, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6461, top5_acc: 0.8328, loss_cls: 1.4997, loss: 2.5108, grad_norm: 8.6222 2021-07-07 11:56:36,791 - mmaction - INFO - Epoch [96][1800/3757] lr: 1.000e-03, eta: 2 days, 13:19:39, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0259, top1_acc: 0.6477, top5_acc: 0.8250, loss_cls: 1.5288, loss: 2.5547, grad_norm: 8.7015 2021-07-07 11:56:57,765 - mmaction - INFO - Epoch [96][1820/3757] lr: 1.000e-03, eta: 2 days, 13:19:17, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6359, top5_acc: 0.8250, loss_cls: 1.5350, loss: 2.5704, grad_norm: 8.7697 2021-07-07 11:57:19,163 - mmaction - INFO - Epoch [96][1840/3757] lr: 1.000e-03, eta: 2 days, 13:18:55, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0522, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.5681, loss: 2.6204, grad_norm: 9.0457 2021-07-07 11:57:40,262 - mmaction - INFO - Epoch [96][1860/3757] lr: 1.000e-03, eta: 2 days, 13:18:34, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0317, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.5076, loss: 2.5393, grad_norm: 8.9090 2021-07-07 11:58:01,772 - mmaction - INFO - Epoch [96][1880/3757] lr: 1.000e-03, eta: 2 days, 13:18:12, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.4810, loss: 2.4758, grad_norm: 8.9360 2021-07-07 11:58:22,702 - mmaction - INFO - Epoch [96][1900/3757] lr: 1.000e-03, eta: 2 days, 13:17:50, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4735, loss: 2.4737, grad_norm: 8.9061 2021-07-07 11:58:43,740 - mmaction - INFO - Epoch [96][1920/3757] lr: 1.000e-03, eta: 2 days, 13:17:28, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0408, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5519, loss: 2.5927, grad_norm: 9.0656 2021-07-07 11:59:04,800 - mmaction - INFO - Epoch [96][1940/3757] lr: 1.000e-03, eta: 2 days, 13:17:06, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.4750, loss: 2.4747, grad_norm: 8.9549 2021-07-07 11:59:26,455 - mmaction - INFO - Epoch [96][1960/3757] lr: 1.000e-03, eta: 2 days, 13:16:45, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.0102, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.4905, loss: 2.5007, grad_norm: 8.8083 2021-07-07 11:59:48,384 - mmaction - INFO - Epoch [96][1980/3757] lr: 1.000e-03, eta: 2 days, 13:16:24, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 0.9924, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4844, loss: 2.4768, grad_norm: 8.7628 2021-07-07 12:00:09,585 - mmaction - INFO - Epoch [96][2000/3757] lr: 1.000e-03, eta: 2 days, 13:16:02, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0345, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5541, loss: 2.5885, grad_norm: 8.8242 2021-07-07 12:00:30,742 - mmaction - INFO - Epoch [96][2020/3757] lr: 1.000e-03, eta: 2 days, 13:15:40, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0343, top1_acc: 0.6336, top5_acc: 0.8320, loss_cls: 1.5589, loss: 2.5932, grad_norm: 9.0480 2021-07-07 12:00:52,821 - mmaction - INFO - Epoch [96][2040/3757] lr: 1.000e-03, eta: 2 days, 13:15:19, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 1.0444, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.5614, loss: 2.6058, grad_norm: 9.3159 2021-07-07 12:01:13,887 - mmaction - INFO - Epoch [96][2060/3757] lr: 1.000e-03, eta: 2 days, 13:14:57, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0082, top1_acc: 0.6375, top5_acc: 0.8195, loss_cls: 1.5308, loss: 2.5390, grad_norm: 8.9072 2021-07-07 12:01:35,024 - mmaction - INFO - Epoch [96][2080/3757] lr: 1.000e-03, eta: 2 days, 13:14:35, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4543, loss: 2.4409, grad_norm: 8.7152 2021-07-07 12:01:56,116 - mmaction - INFO - Epoch [96][2100/3757] lr: 1.000e-03, eta: 2 days, 13:14:13, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0478, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.5425, loss: 2.5902, grad_norm: 8.9012 2021-07-07 12:02:17,374 - mmaction - INFO - Epoch [96][2120/3757] lr: 1.000e-03, eta: 2 days, 13:13:52, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0214, top1_acc: 0.6336, top5_acc: 0.8250, loss_cls: 1.5641, loss: 2.5855, grad_norm: 8.9415 2021-07-07 12:02:39,641 - mmaction - INFO - Epoch [96][2140/3757] lr: 1.000e-03, eta: 2 days, 13:13:30, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.0570, top1_acc: 0.6352, top5_acc: 0.8219, loss_cls: 1.5670, loss: 2.6240, grad_norm: 8.7812 2021-07-07 12:03:00,681 - mmaction - INFO - Epoch [96][2160/3757] lr: 1.000e-03, eta: 2 days, 13:13:09, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0187, top1_acc: 0.6570, top5_acc: 0.8328, loss_cls: 1.4880, loss: 2.5067, grad_norm: 8.8078 2021-07-07 12:03:21,767 - mmaction - INFO - Epoch [96][2180/3757] lr: 1.000e-03, eta: 2 days, 13:12:47, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6250, top5_acc: 0.8281, loss_cls: 1.5584, loss: 2.5941, grad_norm: 9.0783 2021-07-07 12:03:43,082 - mmaction - INFO - Epoch [96][2200/3757] lr: 1.000e-03, eta: 2 days, 13:12:25, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0220, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.5270, loss: 2.5490, grad_norm: 8.9607 2021-07-07 12:04:04,461 - mmaction - INFO - Epoch [96][2220/3757] lr: 1.000e-03, eta: 2 days, 13:12:03, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0221, top1_acc: 0.6414, top5_acc: 0.8250, loss_cls: 1.5240, loss: 2.5461, grad_norm: 9.0555 2021-07-07 12:04:25,805 - mmaction - INFO - Epoch [96][2240/3757] lr: 1.000e-03, eta: 2 days, 13:11:42, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0168, top1_acc: 0.6391, top5_acc: 0.8234, loss_cls: 1.5482, loss: 2.5651, grad_norm: 8.9862 2021-07-07 12:04:48,035 - mmaction - INFO - Epoch [96][2260/3757] lr: 1.000e-03, eta: 2 days, 13:11:21, time: 1.112, data_time: 0.069, memory: 6921, loss_aux: 1.0108, top1_acc: 0.6344, top5_acc: 0.8438, loss_cls: 1.5173, loss: 2.5281, grad_norm: 8.8856 2021-07-07 12:05:08,958 - mmaction - INFO - Epoch [96][2280/3757] lr: 1.000e-03, eta: 2 days, 13:10:59, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4654, loss: 2.4718, grad_norm: 8.5731 2021-07-07 12:05:30,127 - mmaction - INFO - Epoch [96][2300/3757] lr: 1.000e-03, eta: 2 days, 13:10:37, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0143, top1_acc: 0.6594, top5_acc: 0.8242, loss_cls: 1.5166, loss: 2.5309, grad_norm: 9.1482 2021-07-07 12:05:51,462 - mmaction - INFO - Epoch [96][2320/3757] lr: 1.000e-03, eta: 2 days, 13:10:15, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4316, loss: 2.4202, grad_norm: 8.7935 2021-07-07 12:06:12,519 - mmaction - INFO - Epoch [96][2340/3757] lr: 1.000e-03, eta: 2 days, 13:09:53, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.5036, loss: 2.5115, grad_norm: 8.7243 2021-07-07 12:06:33,808 - mmaction - INFO - Epoch [96][2360/3757] lr: 1.000e-03, eta: 2 days, 13:09:32, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9981, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.5019, loss: 2.5000, grad_norm: 9.0409 2021-07-07 12:06:55,619 - mmaction - INFO - Epoch [96][2380/3757] lr: 1.000e-03, eta: 2 days, 13:09:10, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.0118, top1_acc: 0.6352, top5_acc: 0.8227, loss_cls: 1.5255, loss: 2.5373, grad_norm: 9.0982 2021-07-07 12:07:16,886 - mmaction - INFO - Epoch [96][2400/3757] lr: 1.000e-03, eta: 2 days, 13:08:49, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0530, top1_acc: 0.6266, top5_acc: 0.8180, loss_cls: 1.5426, loss: 2.5956, grad_norm: 9.0618 2021-07-07 12:07:38,116 - mmaction - INFO - Epoch [96][2420/3757] lr: 1.000e-03, eta: 2 days, 13:08:27, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.4590, loss: 2.4584, grad_norm: 9.0120 2021-07-07 12:07:59,718 - mmaction - INFO - Epoch [96][2440/3757] lr: 1.000e-03, eta: 2 days, 13:08:05, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.0247, top1_acc: 0.6352, top5_acc: 0.8258, loss_cls: 1.5474, loss: 2.5721, grad_norm: 8.8863 2021-07-07 12:08:21,425 - mmaction - INFO - Epoch [96][2460/3757] lr: 1.000e-03, eta: 2 days, 13:07:44, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6531, top5_acc: 0.8289, loss_cls: 1.5136, loss: 2.5076, grad_norm: 8.6818 2021-07-07 12:08:42,428 - mmaction - INFO - Epoch [96][2480/3757] lr: 1.000e-03, eta: 2 days, 13:07:22, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4945, loss: 2.5162, grad_norm: 8.9559 2021-07-07 12:09:03,757 - mmaction - INFO - Epoch [96][2500/3757] lr: 1.000e-03, eta: 2 days, 13:07:00, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.0011, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5372, loss: 2.5383, grad_norm: 9.1167 2021-07-07 12:09:24,707 - mmaction - INFO - Epoch [96][2520/3757] lr: 1.000e-03, eta: 2 days, 13:06:38, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0652, top1_acc: 0.6398, top5_acc: 0.8234, loss_cls: 1.5717, loss: 2.6369, grad_norm: 8.8220 2021-07-07 12:09:45,800 - mmaction - INFO - Epoch [96][2540/3757] lr: 1.000e-03, eta: 2 days, 13:06:16, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6398, top5_acc: 0.8383, loss_cls: 1.4713, loss: 2.4597, grad_norm: 8.8216 2021-07-07 12:10:08,218 - mmaction - INFO - Epoch [96][2560/3757] lr: 1.000e-03, eta: 2 days, 13:05:55, time: 1.123, data_time: 0.005, memory: 6921, loss_aux: 1.0129, top1_acc: 0.6500, top5_acc: 0.8187, loss_cls: 1.5124, loss: 2.5253, grad_norm: 8.8424 2021-07-07 12:10:29,913 - mmaction - INFO - Epoch [96][2580/3757] lr: 1.000e-03, eta: 2 days, 13:05:34, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.0308, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5535, loss: 2.5843, grad_norm: 9.2575 2021-07-07 12:10:51,015 - mmaction - INFO - Epoch [96][2600/3757] lr: 1.000e-03, eta: 2 days, 13:05:12, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0172, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.5489, loss: 2.5662, grad_norm: 9.0336 2021-07-07 12:11:12,113 - mmaction - INFO - Epoch [96][2620/3757] lr: 1.000e-03, eta: 2 days, 13:04:50, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0195, top1_acc: 0.6461, top5_acc: 0.8313, loss_cls: 1.4960, loss: 2.5155, grad_norm: 8.9237 2021-07-07 12:11:33,730 - mmaction - INFO - Epoch [96][2640/3757] lr: 1.000e-03, eta: 2 days, 13:04:29, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.0806, top1_acc: 0.6398, top5_acc: 0.8133, loss_cls: 1.5971, loss: 2.6777, grad_norm: 9.1008 2021-07-07 12:11:54,947 - mmaction - INFO - Epoch [96][2660/3757] lr: 1.000e-03, eta: 2 days, 13:04:07, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0459, top1_acc: 0.6273, top5_acc: 0.8375, loss_cls: 1.5646, loss: 2.6105, grad_norm: 9.4379 2021-07-07 12:12:16,098 - mmaction - INFO - Epoch [96][2680/3757] lr: 1.000e-03, eta: 2 days, 13:03:45, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0304, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5556, loss: 2.5860, grad_norm: 8.8103 2021-07-07 12:12:37,197 - mmaction - INFO - Epoch [96][2700/3757] lr: 1.000e-03, eta: 2 days, 13:03:23, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0207, top1_acc: 0.6383, top5_acc: 0.8180, loss_cls: 1.5379, loss: 2.5586, grad_norm: 9.0434 2021-07-07 12:12:58,403 - mmaction - INFO - Epoch [96][2720/3757] lr: 1.000e-03, eta: 2 days, 13:03:02, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9703, top1_acc: 0.6586, top5_acc: 0.8242, loss_cls: 1.4732, loss: 2.4434, grad_norm: 8.7957 2021-07-07 12:13:19,475 - mmaction - INFO - Epoch [96][2740/3757] lr: 1.000e-03, eta: 2 days, 13:02:40, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4337, loss: 2.4274, grad_norm: 8.7548 2021-07-07 12:13:40,598 - mmaction - INFO - Epoch [96][2760/3757] lr: 1.000e-03, eta: 2 days, 13:02:18, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0169, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5334, loss: 2.5503, grad_norm: 9.2450 2021-07-07 12:14:01,907 - mmaction - INFO - Epoch [96][2780/3757] lr: 1.000e-03, eta: 2 days, 13:01:56, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9641, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.4410, loss: 2.4051, grad_norm: 8.5876 2021-07-07 12:14:23,018 - mmaction - INFO - Epoch [96][2800/3757] lr: 1.000e-03, eta: 2 days, 13:01:35, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0251, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.5136, loss: 2.5388, grad_norm: 9.0083 2021-07-07 12:14:44,065 - mmaction - INFO - Epoch [96][2820/3757] lr: 1.000e-03, eta: 2 days, 13:01:13, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0315, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.5085, loss: 2.5399, grad_norm: 8.8600 2021-07-07 12:15:05,596 - mmaction - INFO - Epoch [96][2840/3757] lr: 1.000e-03, eta: 2 days, 13:00:51, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6320, top5_acc: 0.8430, loss_cls: 1.5249, loss: 2.5530, grad_norm: 9.1342 2021-07-07 12:15:27,471 - mmaction - INFO - Epoch [96][2860/3757] lr: 1.000e-03, eta: 2 days, 13:00:30, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.0117, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.5627, loss: 2.5744, grad_norm: 8.8474 2021-07-07 12:15:48,710 - mmaction - INFO - Epoch [96][2880/3757] lr: 1.000e-03, eta: 2 days, 13:00:08, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.5115, loss: 2.5176, grad_norm: 8.9988 2021-07-07 12:16:09,758 - mmaction - INFO - Epoch [96][2900/3757] lr: 1.000e-03, eta: 2 days, 12:59:46, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0386, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.5329, loss: 2.5715, grad_norm: 8.9312 2021-07-07 12:16:31,130 - mmaction - INFO - Epoch [96][2920/3757] lr: 1.000e-03, eta: 2 days, 12:59:25, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4594, loss: 2.4673, grad_norm: 8.8812 2021-07-07 12:16:52,683 - mmaction - INFO - Epoch [96][2940/3757] lr: 1.000e-03, eta: 2 days, 12:59:03, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 0.9735, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.4596, loss: 2.4331, grad_norm: 8.7710 2021-07-07 12:17:14,326 - mmaction - INFO - Epoch [96][2960/3757] lr: 1.000e-03, eta: 2 days, 12:58:41, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0487, top1_acc: 0.6375, top5_acc: 0.8234, loss_cls: 1.5260, loss: 2.5747, grad_norm: 8.8953 2021-07-07 12:17:35,409 - mmaction - INFO - Epoch [96][2980/3757] lr: 1.000e-03, eta: 2 days, 12:58:20, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 0.9499, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.4005, loss: 2.3503, grad_norm: 8.4348 2021-07-07 12:17:56,538 - mmaction - INFO - Epoch [96][3000/3757] lr: 1.000e-03, eta: 2 days, 12:57:58, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0523, top1_acc: 0.6406, top5_acc: 0.8227, loss_cls: 1.5694, loss: 2.6217, grad_norm: 8.8005 2021-07-07 12:18:18,100 - mmaction - INFO - Epoch [96][3020/3757] lr: 1.000e-03, eta: 2 days, 12:57:36, time: 1.079, data_time: 0.027, memory: 6921, loss_aux: 1.0644, top1_acc: 0.6094, top5_acc: 0.8219, loss_cls: 1.6222, loss: 2.6865, grad_norm: 9.2525 2021-07-07 12:18:39,448 - mmaction - INFO - Epoch [96][3040/3757] lr: 1.000e-03, eta: 2 days, 12:57:15, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.0545, top1_acc: 0.6172, top5_acc: 0.8109, loss_cls: 1.5774, loss: 2.6320, grad_norm: 8.7606 2021-07-07 12:19:01,880 - mmaction - INFO - Epoch [96][3060/3757] lr: 1.000e-03, eta: 2 days, 12:56:54, time: 1.120, data_time: 0.009, memory: 6921, loss_aux: 1.0742, top1_acc: 0.6250, top5_acc: 0.8055, loss_cls: 1.6326, loss: 2.7067, grad_norm: 9.2737 2021-07-07 12:19:23,022 - mmaction - INFO - Epoch [96][3080/3757] lr: 1.000e-03, eta: 2 days, 12:56:32, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9732, top1_acc: 0.6633, top5_acc: 0.8453, loss_cls: 1.4133, loss: 2.3865, grad_norm: 8.4045 2021-07-07 12:19:44,158 - mmaction - INFO - Epoch [96][3100/3757] lr: 1.000e-03, eta: 2 days, 12:56:10, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0192, top1_acc: 0.6352, top5_acc: 0.8383, loss_cls: 1.5088, loss: 2.5280, grad_norm: 8.9755 2021-07-07 12:20:05,449 - mmaction - INFO - Epoch [96][3120/3757] lr: 1.000e-03, eta: 2 days, 12:55:48, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0102, top1_acc: 0.6461, top5_acc: 0.8195, loss_cls: 1.5187, loss: 2.5289, grad_norm: 8.4818 2021-07-07 12:20:27,083 - mmaction - INFO - Epoch [96][3140/3757] lr: 1.000e-03, eta: 2 days, 12:55:27, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.0086, top1_acc: 0.6414, top5_acc: 0.8391, loss_cls: 1.5036, loss: 2.5122, grad_norm: 8.6481 2021-07-07 12:20:48,613 - mmaction - INFO - Epoch [96][3160/3757] lr: 1.000e-03, eta: 2 days, 12:55:05, time: 1.075, data_time: 0.042, memory: 6921, loss_aux: 1.0266, top1_acc: 0.6359, top5_acc: 0.8195, loss_cls: 1.5556, loss: 2.5822, grad_norm: 9.1083 2021-07-07 12:21:09,705 - mmaction - INFO - Epoch [96][3180/3757] lr: 1.000e-03, eta: 2 days, 12:54:43, time: 1.054, data_time: 0.007, memory: 6921, loss_aux: 1.0516, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.5545, loss: 2.6061, grad_norm: 8.8481 2021-07-07 12:21:30,977 - mmaction - INFO - Epoch [96][3200/3757] lr: 1.000e-03, eta: 2 days, 12:54:22, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0653, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.5797, loss: 2.6450, grad_norm: 8.8110 2021-07-07 12:21:51,987 - mmaction - INFO - Epoch [96][3220/3757] lr: 1.000e-03, eta: 2 days, 12:54:00, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.0772, top1_acc: 0.6344, top5_acc: 0.8242, loss_cls: 1.5964, loss: 2.6735, grad_norm: 8.9179 2021-07-07 12:22:13,139 - mmaction - INFO - Epoch [96][3240/3757] lr: 1.000e-03, eta: 2 days, 12:53:38, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0366, top1_acc: 0.6398, top5_acc: 0.8211, loss_cls: 1.5535, loss: 2.5902, grad_norm: 8.8740 2021-07-07 12:22:34,330 - mmaction - INFO - Epoch [96][3260/3757] lr: 1.000e-03, eta: 2 days, 12:53:16, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0084, top1_acc: 0.6711, top5_acc: 0.8305, loss_cls: 1.4731, loss: 2.4815, grad_norm: 8.5269 2021-07-07 12:22:55,257 - mmaction - INFO - Epoch [96][3280/3757] lr: 1.000e-03, eta: 2 days, 12:52:54, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6539, top5_acc: 0.8266, loss_cls: 1.4833, loss: 2.4822, grad_norm: 8.5788 2021-07-07 12:23:17,197 - mmaction - INFO - Epoch [96][3300/3757] lr: 1.000e-03, eta: 2 days, 12:52:33, time: 1.096, data_time: 0.001, memory: 6921, loss_aux: 1.0535, top1_acc: 0.6367, top5_acc: 0.8258, loss_cls: 1.5456, loss: 2.5992, grad_norm: 9.0164 2021-07-07 12:23:38,197 - mmaction - INFO - Epoch [96][3320/3757] lr: 1.000e-03, eta: 2 days, 12:52:11, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9880, top1_acc: 0.6492, top5_acc: 0.8305, loss_cls: 1.4714, loss: 2.4594, grad_norm: 8.6232 2021-07-07 12:23:59,445 - mmaction - INFO - Epoch [96][3340/3757] lr: 1.000e-03, eta: 2 days, 12:51:49, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0444, top1_acc: 0.6180, top5_acc: 0.8172, loss_cls: 1.5837, loss: 2.6282, grad_norm: 9.3189 2021-07-07 12:24:20,550 - mmaction - INFO - Epoch [96][3360/3757] lr: 1.000e-03, eta: 2 days, 12:51:28, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0567, top1_acc: 0.6125, top5_acc: 0.8172, loss_cls: 1.6033, loss: 2.6600, grad_norm: 9.1029 2021-07-07 12:24:41,621 - mmaction - INFO - Epoch [96][3380/3757] lr: 1.000e-03, eta: 2 days, 12:51:06, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4857, loss: 2.4930, grad_norm: 8.7380 2021-07-07 12:25:02,791 - mmaction - INFO - Epoch [96][3400/3757] lr: 1.000e-03, eta: 2 days, 12:50:44, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0141, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.5116, loss: 2.5258, grad_norm: 8.7048 2021-07-07 12:25:24,092 - mmaction - INFO - Epoch [96][3420/3757] lr: 1.000e-03, eta: 2 days, 12:50:22, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0441, top1_acc: 0.6281, top5_acc: 0.8164, loss_cls: 1.5682, loss: 2.6123, grad_norm: 8.9436 2021-07-07 12:25:45,173 - mmaction - INFO - Epoch [96][3440/3757] lr: 1.000e-03, eta: 2 days, 12:50:00, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5325, loss: 2.5644, grad_norm: 8.8579 2021-07-07 12:26:06,150 - mmaction - INFO - Epoch [96][3460/3757] lr: 1.000e-03, eta: 2 days, 12:49:39, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4858, loss: 2.4747, grad_norm: 8.8681 2021-07-07 12:26:27,241 - mmaction - INFO - Epoch [96][3480/3757] lr: 1.000e-03, eta: 2 days, 12:49:17, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9386, top1_acc: 0.6664, top5_acc: 0.8586, loss_cls: 1.3803, loss: 2.3189, grad_norm: 8.6425 2021-07-07 12:26:48,266 - mmaction - INFO - Epoch [96][3500/3757] lr: 1.000e-03, eta: 2 days, 12:48:55, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0286, top1_acc: 0.6320, top5_acc: 0.8344, loss_cls: 1.5251, loss: 2.5538, grad_norm: 9.0911 2021-07-07 12:27:10,266 - mmaction - INFO - Epoch [96][3520/3757] lr: 1.000e-03, eta: 2 days, 12:48:34, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6164, top5_acc: 0.8187, loss_cls: 1.5822, loss: 2.6464, grad_norm: 9.0630 2021-07-07 12:27:31,460 - mmaction - INFO - Epoch [96][3540/3757] lr: 1.000e-03, eta: 2 days, 12:48:12, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0508, top1_acc: 0.6477, top5_acc: 0.8211, loss_cls: 1.5651, loss: 2.6159, grad_norm: 8.8017 2021-07-07 12:27:52,447 - mmaction - INFO - Epoch [96][3560/3757] lr: 1.000e-03, eta: 2 days, 12:47:50, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.0292, top1_acc: 0.6523, top5_acc: 0.8258, loss_cls: 1.5582, loss: 2.5875, grad_norm: 8.8503 2021-07-07 12:28:13,409 - mmaction - INFO - Epoch [96][3580/3757] lr: 1.000e-03, eta: 2 days, 12:47:28, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6430, top5_acc: 0.8289, loss_cls: 1.5195, loss: 2.5349, grad_norm: 8.8319 2021-07-07 12:28:34,404 - mmaction - INFO - Epoch [96][3600/3757] lr: 1.000e-03, eta: 2 days, 12:47:06, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0414, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.5248, loss: 2.5662, grad_norm: 9.0464 2021-07-07 12:28:55,532 - mmaction - INFO - Epoch [96][3620/3757] lr: 1.000e-03, eta: 2 days, 12:46:44, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0067, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.4655, loss: 2.4723, grad_norm: 8.8798 2021-07-07 12:29:17,552 - mmaction - INFO - Epoch [96][3640/3757] lr: 1.000e-03, eta: 2 days, 12:46:23, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 1.0923, top1_acc: 0.6109, top5_acc: 0.8008, loss_cls: 1.6998, loss: 2.7921, grad_norm: 9.2307 2021-07-07 12:29:38,548 - mmaction - INFO - Epoch [96][3660/3757] lr: 1.000e-03, eta: 2 days, 12:46:01, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0284, top1_acc: 0.6328, top5_acc: 0.8289, loss_cls: 1.5287, loss: 2.5571, grad_norm: 8.9181 2021-07-07 12:29:59,741 - mmaction - INFO - Epoch [96][3680/3757] lr: 1.000e-03, eta: 2 days, 12:45:39, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9604, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.4210, loss: 2.3815, grad_norm: 8.7885 2021-07-07 12:30:20,863 - mmaction - INFO - Epoch [96][3700/3757] lr: 1.000e-03, eta: 2 days, 12:45:18, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6445, top5_acc: 0.8227, loss_cls: 1.5572, loss: 2.5721, grad_norm: 8.8194 2021-07-07 12:30:41,941 - mmaction - INFO - Epoch [96][3720/3757] lr: 1.000e-03, eta: 2 days, 12:44:56, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0255, top1_acc: 0.6250, top5_acc: 0.8297, loss_cls: 1.5446, loss: 2.5701, grad_norm: 9.0319 2021-07-07 12:31:03,931 - mmaction - INFO - Epoch [96][3740/3757] lr: 1.000e-03, eta: 2 days, 12:44:35, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6367, top5_acc: 0.8219, loss_cls: 1.5468, loss: 2.5542, grad_norm: 8.7874 2021-07-07 12:31:22,301 - mmaction - INFO - Saving checkpoint at 96 epochs 2021-07-07 12:32:24,052 - mmaction - INFO - Epoch [97][20/3757] lr: 1.000e-03, eta: 2 days, 12:44:06, time: 3.009, data_time: 1.956, memory: 6921, loss_aux: 1.0335, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4802, loss: 2.5138, grad_norm: 8.7137 2021-07-07 12:32:45,624 - mmaction - INFO - Epoch [97][40/3757] lr: 1.000e-03, eta: 2 days, 12:43:45, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.0289, top1_acc: 0.6312, top5_acc: 0.8289, loss_cls: 1.5243, loss: 2.5532, grad_norm: 8.9492 2021-07-07 12:33:06,600 - mmaction - INFO - Epoch [97][60/3757] lr: 1.000e-03, eta: 2 days, 12:43:23, time: 1.049, data_time: 0.008, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6578, top5_acc: 0.8352, loss_cls: 1.4749, loss: 2.4730, grad_norm: 8.7305 2021-07-07 12:33:27,563 - mmaction - INFO - Epoch [97][80/3757] lr: 1.000e-03, eta: 2 days, 12:43:01, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9847, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4386, loss: 2.4233, grad_norm: 8.7207 2021-07-07 12:33:49,317 - mmaction - INFO - Epoch [97][100/3757] lr: 1.000e-03, eta: 2 days, 12:42:39, time: 1.087, data_time: 0.019, memory: 6921, loss_aux: 1.0125, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5290, loss: 2.5415, grad_norm: 8.6677 2021-07-07 12:34:10,798 - mmaction - INFO - Epoch [97][120/3757] lr: 1.000e-03, eta: 2 days, 12:42:18, time: 1.073, data_time: 0.042, memory: 6921, loss_aux: 1.0387, top1_acc: 0.6273, top5_acc: 0.8117, loss_cls: 1.6018, loss: 2.6404, grad_norm: 9.0248 2021-07-07 12:34:31,894 - mmaction - INFO - Epoch [97][140/3757] lr: 1.000e-03, eta: 2 days, 12:41:56, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.4945, loss: 2.5056, grad_norm: 8.6009 2021-07-07 12:34:52,865 - mmaction - INFO - Epoch [97][160/3757] lr: 1.000e-03, eta: 2 days, 12:41:34, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6477, top5_acc: 0.8227, loss_cls: 1.5045, loss: 2.4984, grad_norm: 8.9571 2021-07-07 12:35:13,910 - mmaction - INFO - Epoch [97][180/3757] lr: 1.000e-03, eta: 2 days, 12:41:12, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0417, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.5396, loss: 2.5813, grad_norm: 9.0359 2021-07-07 12:35:34,898 - mmaction - INFO - Epoch [97][200/3757] lr: 1.000e-03, eta: 2 days, 12:40:50, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4851, loss: 2.4846, grad_norm: 8.7929 2021-07-07 12:35:56,073 - mmaction - INFO - Epoch [97][220/3757] lr: 1.000e-03, eta: 2 days, 12:40:28, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0484, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5552, loss: 2.6037, grad_norm: 8.9624 2021-07-07 12:36:17,245 - mmaction - INFO - Epoch [97][240/3757] lr: 1.000e-03, eta: 2 days, 12:40:07, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6297, top5_acc: 0.8320, loss_cls: 1.5171, loss: 2.5301, grad_norm: 8.9254 2021-07-07 12:36:38,740 - mmaction - INFO - Epoch [97][260/3757] lr: 1.000e-03, eta: 2 days, 12:39:45, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9993, top1_acc: 0.6555, top5_acc: 0.8344, loss_cls: 1.4756, loss: 2.4749, grad_norm: 8.4910 2021-07-07 12:37:00,637 - mmaction - INFO - Epoch [97][280/3757] lr: 1.000e-03, eta: 2 days, 12:39:24, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.0408, top1_acc: 0.6227, top5_acc: 0.8195, loss_cls: 1.5626, loss: 2.6034, grad_norm: 9.0612 2021-07-07 12:37:21,717 - mmaction - INFO - Epoch [97][300/3757] lr: 1.000e-03, eta: 2 days, 12:39:02, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0942, top1_acc: 0.6273, top5_acc: 0.8086, loss_cls: 1.6564, loss: 2.7506, grad_norm: 9.2011 2021-07-07 12:37:42,898 - mmaction - INFO - Epoch [97][320/3757] lr: 1.000e-03, eta: 2 days, 12:38:40, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6289, top5_acc: 0.8313, loss_cls: 1.5473, loss: 2.5631, grad_norm: 8.9200 2021-07-07 12:38:04,043 - mmaction - INFO - Epoch [97][340/3757] lr: 1.000e-03, eta: 2 days, 12:38:18, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0286, top1_acc: 0.6391, top5_acc: 0.8258, loss_cls: 1.5165, loss: 2.5451, grad_norm: 8.5843 2021-07-07 12:38:24,894 - mmaction - INFO - Epoch [97][360/3757] lr: 1.000e-03, eta: 2 days, 12:37:56, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.0258, top1_acc: 0.6430, top5_acc: 0.8250, loss_cls: 1.5443, loss: 2.5701, grad_norm: 8.9364 2021-07-07 12:38:45,910 - mmaction - INFO - Epoch [97][380/3757] lr: 1.000e-03, eta: 2 days, 12:37:35, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0511, top1_acc: 0.6156, top5_acc: 0.8047, loss_cls: 1.6065, loss: 2.6576, grad_norm: 9.0111 2021-07-07 12:39:07,074 - mmaction - INFO - Epoch [97][400/3757] lr: 1.000e-03, eta: 2 days, 12:37:13, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0282, top1_acc: 0.6539, top5_acc: 0.8227, loss_cls: 1.5105, loss: 2.5387, grad_norm: 8.8508 2021-07-07 12:39:29,203 - mmaction - INFO - Epoch [97][420/3757] lr: 1.000e-03, eta: 2 days, 12:36:52, time: 1.106, data_time: 0.001, memory: 6921, loss_aux: 0.9833, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3953, loss: 2.3787, grad_norm: 8.8058 2021-07-07 12:39:50,309 - mmaction - INFO - Epoch [97][440/3757] lr: 1.000e-03, eta: 2 days, 12:36:30, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6359, top5_acc: 0.8430, loss_cls: 1.4823, loss: 2.4936, grad_norm: 8.8235 2021-07-07 12:40:11,521 - mmaction - INFO - Epoch [97][460/3757] lr: 1.000e-03, eta: 2 days, 12:36:08, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0467, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5227, loss: 2.5694, grad_norm: 9.2411 2021-07-07 12:40:32,677 - mmaction - INFO - Epoch [97][480/3757] lr: 1.000e-03, eta: 2 days, 12:35:46, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0266, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5253, loss: 2.5519, grad_norm: 9.0107 2021-07-07 12:40:53,664 - mmaction - INFO - Epoch [97][500/3757] lr: 1.000e-03, eta: 2 days, 12:35:24, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0208, top1_acc: 0.6430, top5_acc: 0.8281, loss_cls: 1.5217, loss: 2.5426, grad_norm: 8.8538 2021-07-07 12:41:14,650 - mmaction - INFO - Epoch [97][520/3757] lr: 1.000e-03, eta: 2 days, 12:35:02, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0370, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.5613, loss: 2.5982, grad_norm: 9.0929 2021-07-07 12:41:36,620 - mmaction - INFO - Epoch [97][540/3757] lr: 1.000e-03, eta: 2 days, 12:34:41, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.0778, top1_acc: 0.6227, top5_acc: 0.8172, loss_cls: 1.6069, loss: 2.6847, grad_norm: 8.8256 2021-07-07 12:41:57,642 - mmaction - INFO - Epoch [97][560/3757] lr: 1.000e-03, eta: 2 days, 12:34:19, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9888, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4936, loss: 2.4824, grad_norm: 8.8330 2021-07-07 12:42:18,855 - mmaction - INFO - Epoch [97][580/3757] lr: 1.000e-03, eta: 2 days, 12:33:58, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0259, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.5167, loss: 2.5426, grad_norm: 8.9010 2021-07-07 12:42:39,863 - mmaction - INFO - Epoch [97][600/3757] lr: 1.000e-03, eta: 2 days, 12:33:36, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0268, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.5009, loss: 2.5278, grad_norm: 8.9277 2021-07-07 12:43:01,051 - mmaction - INFO - Epoch [97][620/3757] lr: 1.000e-03, eta: 2 days, 12:33:14, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.4048, loss: 2.3730, grad_norm: 8.7287 2021-07-07 12:43:22,097 - mmaction - INFO - Epoch [97][640/3757] lr: 1.000e-03, eta: 2 days, 12:32:52, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6445, top5_acc: 0.8234, loss_cls: 1.5335, loss: 2.5638, grad_norm: 8.8182 2021-07-07 12:43:43,400 - mmaction - INFO - Epoch [97][660/3757] lr: 1.000e-03, eta: 2 days, 12:32:30, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0720, top1_acc: 0.6336, top5_acc: 0.8250, loss_cls: 1.5740, loss: 2.6460, grad_norm: 9.2758 2021-07-07 12:44:04,688 - mmaction - INFO - Epoch [97][680/3757] lr: 1.000e-03, eta: 2 days, 12:32:09, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.1053, top1_acc: 0.6102, top5_acc: 0.7937, loss_cls: 1.6923, loss: 2.7976, grad_norm: 9.2109 2021-07-07 12:44:25,833 - mmaction - INFO - Epoch [97][700/3757] lr: 1.000e-03, eta: 2 days, 12:31:47, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0502, top1_acc: 0.6430, top5_acc: 0.8242, loss_cls: 1.5330, loss: 2.5832, grad_norm: 9.1791 2021-07-07 12:44:47,090 - mmaction - INFO - Epoch [97][720/3757] lr: 1.000e-03, eta: 2 days, 12:31:25, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0247, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5431, loss: 2.5678, grad_norm: 9.1144 2021-07-07 12:45:08,243 - mmaction - INFO - Epoch [97][740/3757] lr: 1.000e-03, eta: 2 days, 12:31:03, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9957, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3996, loss: 2.3953, grad_norm: 8.5553 2021-07-07 12:45:29,739 - mmaction - INFO - Epoch [97][760/3757] lr: 1.000e-03, eta: 2 days, 12:30:42, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0169, top1_acc: 0.6578, top5_acc: 0.8320, loss_cls: 1.4810, loss: 2.4979, grad_norm: 9.0119 2021-07-07 12:45:50,964 - mmaction - INFO - Epoch [97][780/3757] lr: 1.000e-03, eta: 2 days, 12:30:20, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0020, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.4608, loss: 2.4628, grad_norm: 8.6467 2021-07-07 12:46:12,521 - mmaction - INFO - Epoch [97][800/3757] lr: 1.000e-03, eta: 2 days, 12:29:59, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5426, loss: 2.5581, grad_norm: 9.1134 2021-07-07 12:46:34,105 - mmaction - INFO - Epoch [97][820/3757] lr: 1.000e-03, eta: 2 days, 12:29:37, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.5500, loss: 2.5797, grad_norm: 9.0748 2021-07-07 12:46:55,152 - mmaction - INFO - Epoch [97][840/3757] lr: 1.000e-03, eta: 2 days, 12:29:15, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0198, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4555, loss: 2.4753, grad_norm: 8.9459 2021-07-07 12:47:16,318 - mmaction - INFO - Epoch [97][860/3757] lr: 1.000e-03, eta: 2 days, 12:28:53, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0585, top1_acc: 0.6328, top5_acc: 0.8406, loss_cls: 1.5596, loss: 2.6180, grad_norm: 9.2138 2021-07-07 12:47:37,416 - mmaction - INFO - Epoch [97][880/3757] lr: 1.000e-03, eta: 2 days, 12:28:32, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0511, top1_acc: 0.6414, top5_acc: 0.8203, loss_cls: 1.5735, loss: 2.6245, grad_norm: 9.2553 2021-07-07 12:47:58,600 - mmaction - INFO - Epoch [97][900/3757] lr: 1.000e-03, eta: 2 days, 12:28:10, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0173, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.4920, loss: 2.5093, grad_norm: 8.6826 2021-07-07 12:48:19,851 - mmaction - INFO - Epoch [97][920/3757] lr: 1.000e-03, eta: 2 days, 12:27:48, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6758, top5_acc: 0.8453, loss_cls: 1.4018, loss: 2.3803, grad_norm: 8.6512 2021-07-07 12:48:41,055 - mmaction - INFO - Epoch [97][940/3757] lr: 1.000e-03, eta: 2 days, 12:27:26, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.4927, loss: 2.5091, grad_norm: 8.6813 2021-07-07 12:49:02,977 - mmaction - INFO - Epoch [97][960/3757] lr: 1.000e-03, eta: 2 days, 12:27:05, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5178, loss: 2.5269, grad_norm: 8.8636 2021-07-07 12:49:24,024 - mmaction - INFO - Epoch [97][980/3757] lr: 1.000e-03, eta: 2 days, 12:26:43, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0842, top1_acc: 0.6078, top5_acc: 0.8063, loss_cls: 1.6684, loss: 2.7526, grad_norm: 9.2664 2021-07-07 12:49:44,936 - mmaction - INFO - Epoch [97][1000/3757] lr: 1.000e-03, eta: 2 days, 12:26:21, time: 1.048, data_time: 0.007, memory: 6921, loss_aux: 1.0250, top1_acc: 0.6312, top5_acc: 0.8359, loss_cls: 1.5006, loss: 2.5256, grad_norm: 8.9791 2021-07-07 12:50:06,146 - mmaction - INFO - Epoch [97][1020/3757] lr: 1.000e-03, eta: 2 days, 12:25:59, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9883, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.4276, loss: 2.4159, grad_norm: 8.9782 2021-07-07 12:50:28,009 - mmaction - INFO - Epoch [97][1040/3757] lr: 1.000e-03, eta: 2 days, 12:25:38, time: 1.092, data_time: 0.001, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6359, top5_acc: 0.8266, loss_cls: 1.5154, loss: 2.5288, grad_norm: 8.6565 2021-07-07 12:50:49,157 - mmaction - INFO - Epoch [97][1060/3757] lr: 1.000e-03, eta: 2 days, 12:25:16, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9901, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4670, loss: 2.4571, grad_norm: 8.7940 2021-07-07 12:51:10,438 - mmaction - INFO - Epoch [97][1080/3757] lr: 1.000e-03, eta: 2 days, 12:24:55, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6352, top5_acc: 0.8469, loss_cls: 1.4604, loss: 2.4519, grad_norm: 8.8643 2021-07-07 12:51:31,578 - mmaction - INFO - Epoch [97][1100/3757] lr: 1.000e-03, eta: 2 days, 12:24:33, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0261, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4873, loss: 2.5134, grad_norm: 8.6560 2021-07-07 12:51:52,798 - mmaction - INFO - Epoch [97][1120/3757] lr: 1.000e-03, eta: 2 days, 12:24:11, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0604, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.5465, loss: 2.6069, grad_norm: 9.4268 2021-07-07 12:52:13,538 - mmaction - INFO - Epoch [97][1140/3757] lr: 1.000e-03, eta: 2 days, 12:23:49, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.0531, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.5975, loss: 2.6506, grad_norm: 9.1430 2021-07-07 12:52:34,553 - mmaction - INFO - Epoch [97][1160/3757] lr: 1.000e-03, eta: 2 days, 12:23:27, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4753, loss: 2.4783, grad_norm: 9.1317 2021-07-07 12:52:55,894 - mmaction - INFO - Epoch [97][1180/3757] lr: 1.000e-03, eta: 2 days, 12:23:05, time: 1.067, data_time: 0.023, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6398, top5_acc: 0.8242, loss_cls: 1.5117, loss: 2.5216, grad_norm: 8.8195 2021-07-07 12:53:16,939 - mmaction - INFO - Epoch [97][1200/3757] lr: 1.000e-03, eta: 2 days, 12:22:44, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6539, top5_acc: 0.8328, loss_cls: 1.4742, loss: 2.4669, grad_norm: 8.8099 2021-07-07 12:53:38,095 - mmaction - INFO - Epoch [97][1220/3757] lr: 1.000e-03, eta: 2 days, 12:22:22, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9977, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4682, loss: 2.4659, grad_norm: 8.7001 2021-07-07 12:53:59,339 - mmaction - INFO - Epoch [97][1240/3757] lr: 1.000e-03, eta: 2 days, 12:22:00, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0609, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5690, loss: 2.6299, grad_norm: 9.3296 2021-07-07 12:54:20,460 - mmaction - INFO - Epoch [97][1260/3757] lr: 1.000e-03, eta: 2 days, 12:21:38, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0593, top1_acc: 0.6234, top5_acc: 0.8180, loss_cls: 1.5943, loss: 2.6536, grad_norm: 9.0895 2021-07-07 12:54:41,533 - mmaction - INFO - Epoch [97][1280/3757] lr: 1.000e-03, eta: 2 days, 12:21:17, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6336, top5_acc: 0.8281, loss_cls: 1.5182, loss: 2.5381, grad_norm: 9.0042 2021-07-07 12:55:02,917 - mmaction - INFO - Epoch [97][1300/3757] lr: 1.000e-03, eta: 2 days, 12:20:55, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.4786, loss: 2.4739, grad_norm: 8.7553 2021-07-07 12:55:24,466 - mmaction - INFO - Epoch [97][1320/3757] lr: 1.000e-03, eta: 2 days, 12:20:33, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.0467, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.5760, loss: 2.6227, grad_norm: 9.1096 2021-07-07 12:55:46,021 - mmaction - INFO - Epoch [97][1340/3757] lr: 1.000e-03, eta: 2 days, 12:20:12, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6398, top5_acc: 0.8266, loss_cls: 1.5130, loss: 2.5192, grad_norm: 8.6992 2021-07-07 12:56:07,147 - mmaction - INFO - Epoch [97][1360/3757] lr: 1.000e-03, eta: 2 days, 12:19:50, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0763, top1_acc: 0.6211, top5_acc: 0.8141, loss_cls: 1.6285, loss: 2.7049, grad_norm: 9.0122 2021-07-07 12:56:28,316 - mmaction - INFO - Epoch [97][1380/3757] lr: 1.000e-03, eta: 2 days, 12:19:28, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0023, top1_acc: 0.6492, top5_acc: 0.8273, loss_cls: 1.5225, loss: 2.5248, grad_norm: 8.9483 2021-07-07 12:56:49,385 - mmaction - INFO - Epoch [97][1400/3757] lr: 1.000e-03, eta: 2 days, 12:19:06, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0404, top1_acc: 0.6438, top5_acc: 0.8211, loss_cls: 1.5531, loss: 2.5936, grad_norm: 8.8869 2021-07-07 12:57:10,510 - mmaction - INFO - Epoch [97][1420/3757] lr: 1.000e-03, eta: 2 days, 12:18:45, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0110, top1_acc: 0.6664, top5_acc: 0.8422, loss_cls: 1.4511, loss: 2.4620, grad_norm: 8.8717 2021-07-07 12:57:32,333 - mmaction - INFO - Epoch [97][1440/3757] lr: 1.000e-03, eta: 2 days, 12:18:23, time: 1.092, data_time: 0.022, memory: 6921, loss_aux: 1.0211, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.5205, loss: 2.5416, grad_norm: 8.9545 2021-07-07 12:57:53,327 - mmaction - INFO - Epoch [97][1460/3757] lr: 1.000e-03, eta: 2 days, 12:18:01, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0078, top1_acc: 0.6477, top5_acc: 0.8281, loss_cls: 1.4738, loss: 2.4816, grad_norm: 8.7063 2021-07-07 12:58:14,503 - mmaction - INFO - Epoch [97][1480/3757] lr: 1.000e-03, eta: 2 days, 12:17:40, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0328, top1_acc: 0.6414, top5_acc: 0.8273, loss_cls: 1.5371, loss: 2.5699, grad_norm: 8.8811 2021-07-07 12:58:35,629 - mmaction - INFO - Epoch [97][1500/3757] lr: 1.000e-03, eta: 2 days, 12:17:18, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0244, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5194, loss: 2.5437, grad_norm: 8.7482 2021-07-07 12:58:56,519 - mmaction - INFO - Epoch [97][1520/3757] lr: 1.000e-03, eta: 2 days, 12:16:56, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0296, top1_acc: 0.6336, top5_acc: 0.8398, loss_cls: 1.5159, loss: 2.5454, grad_norm: 9.0571 2021-07-07 12:59:17,924 - mmaction - INFO - Epoch [97][1540/3757] lr: 1.000e-03, eta: 2 days, 12:16:34, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.0692, top1_acc: 0.6383, top5_acc: 0.8125, loss_cls: 1.5900, loss: 2.6592, grad_norm: 9.0125 2021-07-07 12:59:39,744 - mmaction - INFO - Epoch [97][1560/3757] lr: 1.000e-03, eta: 2 days, 12:16:13, time: 1.091, data_time: 0.044, memory: 6921, loss_aux: 1.0066, top1_acc: 0.6570, top5_acc: 0.8336, loss_cls: 1.4612, loss: 2.4678, grad_norm: 8.6635 2021-07-07 13:00:00,771 - mmaction - INFO - Epoch [97][1580/3757] lr: 1.000e-03, eta: 2 days, 12:15:51, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0704, top1_acc: 0.6344, top5_acc: 0.8180, loss_cls: 1.5944, loss: 2.6648, grad_norm: 8.9600 2021-07-07 13:00:21,872 - mmaction - INFO - Epoch [97][1600/3757] lr: 1.000e-03, eta: 2 days, 12:15:29, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9853, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.4216, loss: 2.4069, grad_norm: 9.0775 2021-07-07 13:00:42,786 - mmaction - INFO - Epoch [97][1620/3757] lr: 1.000e-03, eta: 2 days, 12:15:07, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0183, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5232, loss: 2.5416, grad_norm: 9.2757 2021-07-07 13:01:04,019 - mmaction - INFO - Epoch [97][1640/3757] lr: 1.000e-03, eta: 2 days, 12:14:45, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0483, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5523, loss: 2.6006, grad_norm: 9.1682 2021-07-07 13:01:25,718 - mmaction - INFO - Epoch [97][1660/3757] lr: 1.000e-03, eta: 2 days, 12:14:24, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.0033, top1_acc: 0.6500, top5_acc: 0.8516, loss_cls: 1.4217, loss: 2.4250, grad_norm: 8.7226 2021-07-07 13:01:47,002 - mmaction - INFO - Epoch [97][1680/3757] lr: 1.000e-03, eta: 2 days, 12:14:02, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0386, top1_acc: 0.6266, top5_acc: 0.8258, loss_cls: 1.5909, loss: 2.6295, grad_norm: 9.0925 2021-07-07 13:02:08,730 - mmaction - INFO - Epoch [97][1700/3757] lr: 1.000e-03, eta: 2 days, 12:13:41, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5188, loss: 2.5354, grad_norm: 8.8425 2021-07-07 13:02:29,664 - mmaction - INFO - Epoch [97][1720/3757] lr: 1.000e-03, eta: 2 days, 12:13:19, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6367, top5_acc: 0.8234, loss_cls: 1.5406, loss: 2.5677, grad_norm: 8.8898 2021-07-07 13:02:50,653 - mmaction - INFO - Epoch [97][1740/3757] lr: 1.000e-03, eta: 2 days, 12:12:57, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6281, top5_acc: 0.8445, loss_cls: 1.4267, loss: 2.4074, grad_norm: 8.8742 2021-07-07 13:03:11,852 - mmaction - INFO - Epoch [97][1760/3757] lr: 1.000e-03, eta: 2 days, 12:12:35, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.5124, loss: 2.5196, grad_norm: 8.8972 2021-07-07 13:03:33,087 - mmaction - INFO - Epoch [97][1780/3757] lr: 1.000e-03, eta: 2 days, 12:12:14, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0288, top1_acc: 0.6266, top5_acc: 0.8305, loss_cls: 1.5348, loss: 2.5637, grad_norm: 8.9807 2021-07-07 13:03:54,057 - mmaction - INFO - Epoch [97][1800/3757] lr: 1.000e-03, eta: 2 days, 12:11:52, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0351, top1_acc: 0.6398, top5_acc: 0.8297, loss_cls: 1.5440, loss: 2.5791, grad_norm: 8.9960 2021-07-07 13:04:15,297 - mmaction - INFO - Epoch [97][1820/3757] lr: 1.000e-03, eta: 2 days, 12:11:30, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0229, top1_acc: 0.6469, top5_acc: 0.8219, loss_cls: 1.5230, loss: 2.5459, grad_norm: 8.6330 2021-07-07 13:04:36,900 - mmaction - INFO - Epoch [97][1840/3757] lr: 1.000e-03, eta: 2 days, 12:11:08, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0323, top1_acc: 0.6477, top5_acc: 0.8203, loss_cls: 1.5389, loss: 2.5713, grad_norm: 9.0354 2021-07-07 13:04:58,107 - mmaction - INFO - Epoch [97][1860/3757] lr: 1.000e-03, eta: 2 days, 12:10:47, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0880, top1_acc: 0.6273, top5_acc: 0.8164, loss_cls: 1.6158, loss: 2.7037, grad_norm: 9.0990 2021-07-07 13:05:19,291 - mmaction - INFO - Epoch [97][1880/3757] lr: 1.000e-03, eta: 2 days, 12:10:25, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0508, top1_acc: 0.6328, top5_acc: 0.8156, loss_cls: 1.5697, loss: 2.6205, grad_norm: 9.1449 2021-07-07 13:05:40,415 - mmaction - INFO - Epoch [97][1900/3757] lr: 1.000e-03, eta: 2 days, 12:10:03, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0433, top1_acc: 0.6445, top5_acc: 0.8352, loss_cls: 1.4914, loss: 2.5347, grad_norm: 8.9220 2021-07-07 13:06:01,599 - mmaction - INFO - Epoch [97][1920/3757] lr: 1.000e-03, eta: 2 days, 12:09:41, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6203, top5_acc: 0.8180, loss_cls: 1.5957, loss: 2.6553, grad_norm: 8.9732 2021-07-07 13:06:22,768 - mmaction - INFO - Epoch [97][1940/3757] lr: 1.000e-03, eta: 2 days, 12:09:20, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0647, top1_acc: 0.6312, top5_acc: 0.8102, loss_cls: 1.5952, loss: 2.6599, grad_norm: 9.3047 2021-07-07 13:06:43,834 - mmaction - INFO - Epoch [97][1960/3757] lr: 1.000e-03, eta: 2 days, 12:08:58, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.0092, top1_acc: 0.6336, top5_acc: 0.8313, loss_cls: 1.5239, loss: 2.5331, grad_norm: 8.8766 2021-07-07 13:07:05,068 - mmaction - INFO - Epoch [97][1980/3757] lr: 1.000e-03, eta: 2 days, 12:08:36, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0349, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.5615, loss: 2.5964, grad_norm: 8.9477 2021-07-07 13:07:26,197 - mmaction - INFO - Epoch [97][2000/3757] lr: 1.000e-03, eta: 2 days, 12:08:14, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0228, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.5168, loss: 2.5396, grad_norm: 8.9955 2021-07-07 13:07:47,297 - mmaction - INFO - Epoch [97][2020/3757] lr: 1.000e-03, eta: 2 days, 12:07:52, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.5186, loss: 2.5275, grad_norm: 8.7392 2021-07-07 13:08:08,474 - mmaction - INFO - Epoch [97][2040/3757] lr: 1.000e-03, eta: 2 days, 12:07:31, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.5009, loss: 2.5362, grad_norm: 9.2511 2021-07-07 13:08:29,925 - mmaction - INFO - Epoch [97][2060/3757] lr: 1.000e-03, eta: 2 days, 12:07:09, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0510, top1_acc: 0.6469, top5_acc: 0.8273, loss_cls: 1.5689, loss: 2.6199, grad_norm: 8.8694 2021-07-07 13:08:51,114 - mmaction - INFO - Epoch [97][2080/3757] lr: 1.000e-03, eta: 2 days, 12:06:47, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9998, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4608, loss: 2.4606, grad_norm: 8.8228 2021-07-07 13:09:12,580 - mmaction - INFO - Epoch [97][2100/3757] lr: 1.000e-03, eta: 2 days, 12:06:26, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0687, top1_acc: 0.6406, top5_acc: 0.8023, loss_cls: 1.6257, loss: 2.6944, grad_norm: 8.8698 2021-07-07 13:09:33,550 - mmaction - INFO - Epoch [97][2120/3757] lr: 1.000e-03, eta: 2 days, 12:06:04, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0044, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.5067, loss: 2.5110, grad_norm: 8.5804 2021-07-07 13:09:54,570 - mmaction - INFO - Epoch [97][2140/3757] lr: 1.000e-03, eta: 2 days, 12:05:42, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9620, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3638, loss: 2.3258, grad_norm: 8.4637 2021-07-07 13:10:15,486 - mmaction - INFO - Epoch [97][2160/3757] lr: 1.000e-03, eta: 2 days, 12:05:20, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 0.9477, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4099, loss: 2.3576, grad_norm: 8.7461 2021-07-07 13:10:36,433 - mmaction - INFO - Epoch [97][2180/3757] lr: 1.000e-03, eta: 2 days, 12:04:58, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0529, top1_acc: 0.6180, top5_acc: 0.8164, loss_cls: 1.6071, loss: 2.6600, grad_norm: 9.1189 2021-07-07 13:10:57,527 - mmaction - INFO - Epoch [97][2200/3757] lr: 1.000e-03, eta: 2 days, 12:04:36, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4931, loss: 2.5092, grad_norm: 8.5988 2021-07-07 13:11:19,255 - mmaction - INFO - Epoch [97][2220/3757] lr: 1.000e-03, eta: 2 days, 12:04:15, time: 1.086, data_time: 0.007, memory: 6921, loss_aux: 1.0228, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5604, loss: 2.5833, grad_norm: 8.9176 2021-07-07 13:11:40,387 - mmaction - INFO - Epoch [97][2240/3757] lr: 1.000e-03, eta: 2 days, 12:03:53, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0301, top1_acc: 0.6320, top5_acc: 0.8250, loss_cls: 1.5758, loss: 2.6059, grad_norm: 9.0152 2021-07-07 13:12:01,536 - mmaction - INFO - Epoch [97][2260/3757] lr: 1.000e-03, eta: 2 days, 12:03:31, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0098, top1_acc: 0.6523, top5_acc: 0.8305, loss_cls: 1.4998, loss: 2.5096, grad_norm: 8.6902 2021-07-07 13:12:22,648 - mmaction - INFO - Epoch [97][2280/3757] lr: 1.000e-03, eta: 2 days, 12:03:10, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0367, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.5427, loss: 2.5794, grad_norm: 8.8703 2021-07-07 13:12:44,245 - mmaction - INFO - Epoch [97][2300/3757] lr: 1.000e-03, eta: 2 days, 12:02:48, time: 1.080, data_time: 0.028, memory: 6921, loss_aux: 1.0213, top1_acc: 0.6492, top5_acc: 0.8289, loss_cls: 1.5048, loss: 2.5261, grad_norm: 8.5227 2021-07-07 13:13:06,057 - mmaction - INFO - Epoch [97][2320/3757] lr: 1.000e-03, eta: 2 days, 12:02:27, time: 1.090, data_time: 0.051, memory: 6921, loss_aux: 1.0510, top1_acc: 0.6133, top5_acc: 0.8203, loss_cls: 1.5777, loss: 2.6287, grad_norm: 9.1165 2021-07-07 13:13:27,116 - mmaction - INFO - Epoch [97][2340/3757] lr: 1.000e-03, eta: 2 days, 12:02:05, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0034, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.4677, loss: 2.4712, grad_norm: 8.9875 2021-07-07 13:13:48,520 - mmaction - INFO - Epoch [97][2360/3757] lr: 1.000e-03, eta: 2 days, 12:01:43, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0098, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.5026, loss: 2.5124, grad_norm: 8.9721 2021-07-07 13:14:09,423 - mmaction - INFO - Epoch [97][2380/3757] lr: 1.000e-03, eta: 2 days, 12:01:21, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0537, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.5784, loss: 2.6320, grad_norm: 9.2167 2021-07-07 13:14:30,472 - mmaction - INFO - Epoch [97][2400/3757] lr: 1.000e-03, eta: 2 days, 12:00:59, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6469, top5_acc: 0.8242, loss_cls: 1.5152, loss: 2.5477, grad_norm: 8.8304 2021-07-07 13:14:51,516 - mmaction - INFO - Epoch [97][2420/3757] lr: 1.000e-03, eta: 2 days, 12:00:38, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0108, top1_acc: 0.6344, top5_acc: 0.8234, loss_cls: 1.5472, loss: 2.5580, grad_norm: 9.0918 2021-07-07 13:15:12,610 - mmaction - INFO - Epoch [97][2440/3757] lr: 1.000e-03, eta: 2 days, 12:00:16, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0366, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5201, loss: 2.5567, grad_norm: 8.9625 2021-07-07 13:15:33,953 - mmaction - INFO - Epoch [97][2460/3757] lr: 1.000e-03, eta: 2 days, 11:59:54, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6430, top5_acc: 0.8344, loss_cls: 1.4927, loss: 2.5084, grad_norm: 9.1737 2021-07-07 13:15:55,129 - mmaction - INFO - Epoch [97][2480/3757] lr: 1.000e-03, eta: 2 days, 11:59:32, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0280, top1_acc: 0.6570, top5_acc: 0.8273, loss_cls: 1.5315, loss: 2.5595, grad_norm: 9.1087 2021-07-07 13:16:16,413 - mmaction - INFO - Epoch [97][2500/3757] lr: 1.000e-03, eta: 2 days, 11:59:11, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9490, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4144, loss: 2.3634, grad_norm: 8.6734 2021-07-07 13:16:37,654 - mmaction - INFO - Epoch [97][2520/3757] lr: 1.000e-03, eta: 2 days, 11:58:49, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0084, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.5078, loss: 2.5161, grad_norm: 8.9383 2021-07-07 13:16:58,798 - mmaction - INFO - Epoch [97][2540/3757] lr: 1.000e-03, eta: 2 days, 11:58:27, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0321, top1_acc: 0.6438, top5_acc: 0.8281, loss_cls: 1.5048, loss: 2.5369, grad_norm: 8.8021 2021-07-07 13:17:19,979 - mmaction - INFO - Epoch [97][2560/3757] lr: 1.000e-03, eta: 2 days, 11:58:05, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.4950, loss: 2.5152, grad_norm: 8.8376 2021-07-07 13:17:40,968 - mmaction - INFO - Epoch [97][2580/3757] lr: 1.000e-03, eta: 2 days, 11:57:43, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0574, top1_acc: 0.6258, top5_acc: 0.8195, loss_cls: 1.5937, loss: 2.6512, grad_norm: 9.3764 2021-07-07 13:18:02,008 - mmaction - INFO - Epoch [97][2600/3757] lr: 1.000e-03, eta: 2 days, 11:57:22, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0085, top1_acc: 0.6570, top5_acc: 0.8367, loss_cls: 1.4865, loss: 2.4950, grad_norm: 8.6419 2021-07-07 13:18:23,280 - mmaction - INFO - Epoch [97][2620/3757] lr: 1.000e-03, eta: 2 days, 11:57:00, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.4899, loss: 2.5030, grad_norm: 9.2692 2021-07-07 13:18:44,664 - mmaction - INFO - Epoch [97][2640/3757] lr: 1.000e-03, eta: 2 days, 11:56:38, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0096, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5166, loss: 2.5262, grad_norm: 9.1232 2021-07-07 13:19:05,797 - mmaction - INFO - Epoch [97][2660/3757] lr: 1.000e-03, eta: 2 days, 11:56:16, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0180, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5040, loss: 2.5220, grad_norm: 9.1361 2021-07-07 13:19:27,006 - mmaction - INFO - Epoch [97][2680/3757] lr: 1.000e-03, eta: 2 days, 11:55:55, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0253, top1_acc: 0.6344, top5_acc: 0.8250, loss_cls: 1.5355, loss: 2.5608, grad_norm: 9.1559 2021-07-07 13:19:48,040 - mmaction - INFO - Epoch [97][2700/3757] lr: 1.000e-03, eta: 2 days, 11:55:33, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0397, top1_acc: 0.6555, top5_acc: 0.8258, loss_cls: 1.5166, loss: 2.5563, grad_norm: 9.0788 2021-07-07 13:20:09,344 - mmaction - INFO - Epoch [97][2720/3757] lr: 1.000e-03, eta: 2 days, 11:55:11, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.0779, top1_acc: 0.6172, top5_acc: 0.8078, loss_cls: 1.6216, loss: 2.6995, grad_norm: 9.1254 2021-07-07 13:20:30,437 - mmaction - INFO - Epoch [97][2740/3757] lr: 1.000e-03, eta: 2 days, 11:54:49, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0159, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5029, loss: 2.5188, grad_norm: 8.9471 2021-07-07 13:20:51,781 - mmaction - INFO - Epoch [97][2760/3757] lr: 1.000e-03, eta: 2 days, 11:54:28, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.4670, loss: 2.4887, grad_norm: 8.7422 2021-07-07 13:21:13,149 - mmaction - INFO - Epoch [97][2780/3757] lr: 1.000e-03, eta: 2 days, 11:54:06, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4319, loss: 2.4238, grad_norm: 8.7808 2021-07-07 13:21:34,314 - mmaction - INFO - Epoch [97][2800/3757] lr: 1.000e-03, eta: 2 days, 11:53:44, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0413, top1_acc: 0.6367, top5_acc: 0.8469, loss_cls: 1.4604, loss: 2.5017, grad_norm: 9.0797 2021-07-07 13:21:55,537 - mmaction - INFO - Epoch [97][2820/3757] lr: 1.000e-03, eta: 2 days, 11:53:23, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0366, top1_acc: 0.6438, top5_acc: 0.8297, loss_cls: 1.5204, loss: 2.5569, grad_norm: 8.8774 2021-07-07 13:22:16,629 - mmaction - INFO - Epoch [97][2840/3757] lr: 1.000e-03, eta: 2 days, 11:53:01, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0140, top1_acc: 0.6344, top5_acc: 0.8250, loss_cls: 1.5236, loss: 2.5376, grad_norm: 9.0824 2021-07-07 13:22:37,867 - mmaction - INFO - Epoch [97][2860/3757] lr: 1.000e-03, eta: 2 days, 11:52:39, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6641, top5_acc: 0.8398, loss_cls: 1.4416, loss: 2.4420, grad_norm: 8.6586 2021-07-07 13:22:59,872 - mmaction - INFO - Epoch [97][2880/3757] lr: 1.000e-03, eta: 2 days, 11:52:18, time: 1.102, data_time: 0.006, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6367, top5_acc: 0.8461, loss_cls: 1.4978, loss: 2.5049, grad_norm: 8.8765 2021-07-07 13:23:21,002 - mmaction - INFO - Epoch [97][2900/3757] lr: 1.000e-03, eta: 2 days, 11:51:56, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5554, loss: 2.6045, grad_norm: 9.0266 2021-07-07 13:23:42,190 - mmaction - INFO - Epoch [97][2920/3757] lr: 1.000e-03, eta: 2 days, 11:51:34, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0162, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.5054, loss: 2.5216, grad_norm: 8.9697 2021-07-07 13:24:03,201 - mmaction - INFO - Epoch [97][2940/3757] lr: 1.000e-03, eta: 2 days, 11:51:12, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0190, top1_acc: 0.6516, top5_acc: 0.8273, loss_cls: 1.4796, loss: 2.4986, grad_norm: 8.7143 2021-07-07 13:24:25,022 - mmaction - INFO - Epoch [97][2960/3757] lr: 1.000e-03, eta: 2 days, 11:50:51, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 0.9858, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4696, loss: 2.4554, grad_norm: 8.8019 2021-07-07 13:24:46,055 - mmaction - INFO - Epoch [97][2980/3757] lr: 1.000e-03, eta: 2 days, 11:50:29, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0083, top1_acc: 0.6555, top5_acc: 0.8367, loss_cls: 1.5010, loss: 2.5093, grad_norm: 8.8272 2021-07-07 13:25:07,348 - mmaction - INFO - Epoch [97][3000/3757] lr: 1.000e-03, eta: 2 days, 11:50:07, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9942, top1_acc: 0.6570, top5_acc: 0.8383, loss_cls: 1.4798, loss: 2.4740, grad_norm: 8.6800 2021-07-07 13:25:28,323 - mmaction - INFO - Epoch [97][3020/3757] lr: 1.000e-03, eta: 2 days, 11:49:45, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6477, top5_acc: 0.8219, loss_cls: 1.4839, loss: 2.4952, grad_norm: 8.9256 2021-07-07 13:25:49,488 - mmaction - INFO - Epoch [97][3040/3757] lr: 1.000e-03, eta: 2 days, 11:49:24, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0328, top1_acc: 0.6391, top5_acc: 0.8211, loss_cls: 1.5242, loss: 2.5570, grad_norm: 8.9750 2021-07-07 13:26:11,882 - mmaction - INFO - Epoch [97][3060/3757] lr: 1.000e-03, eta: 2 days, 11:49:03, time: 1.121, data_time: 0.002, memory: 6921, loss_aux: 1.0171, top1_acc: 0.6328, top5_acc: 0.8352, loss_cls: 1.5184, loss: 2.5355, grad_norm: 8.8050 2021-07-07 13:26:32,801 - mmaction - INFO - Epoch [97][3080/3757] lr: 1.000e-03, eta: 2 days, 11:48:41, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.5321, loss: 2.5592, grad_norm: 8.9386 2021-07-07 13:26:54,054 - mmaction - INFO - Epoch [97][3100/3757] lr: 1.000e-03, eta: 2 days, 11:48:19, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0348, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.5169, loss: 2.5517, grad_norm: 9.2605 2021-07-07 13:27:15,231 - mmaction - INFO - Epoch [97][3120/3757] lr: 1.000e-03, eta: 2 days, 11:47:57, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6320, top5_acc: 0.8242, loss_cls: 1.5497, loss: 2.5855, grad_norm: 9.1379 2021-07-07 13:27:36,510 - mmaction - INFO - Epoch [97][3140/3757] lr: 1.000e-03, eta: 2 days, 11:47:36, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9831, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4571, loss: 2.4402, grad_norm: 8.8364 2021-07-07 13:27:57,613 - mmaction - INFO - Epoch [97][3160/3757] lr: 1.000e-03, eta: 2 days, 11:47:14, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0153, top1_acc: 0.6414, top5_acc: 0.8227, loss_cls: 1.5659, loss: 2.5812, grad_norm: 8.9713 2021-07-07 13:28:19,061 - mmaction - INFO - Epoch [97][3180/3757] lr: 1.000e-03, eta: 2 days, 11:46:52, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.5132, loss: 2.5148, grad_norm: 9.0047 2021-07-07 13:28:40,281 - mmaction - INFO - Epoch [97][3200/3757] lr: 1.000e-03, eta: 2 days, 11:46:30, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9735, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.4008, loss: 2.3743, grad_norm: 8.6315 2021-07-07 13:29:01,382 - mmaction - INFO - Epoch [97][3220/3757] lr: 1.000e-03, eta: 2 days, 11:46:09, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6367, top5_acc: 0.8227, loss_cls: 1.5354, loss: 2.5554, grad_norm: 8.9193 2021-07-07 13:29:22,609 - mmaction - INFO - Epoch [97][3240/3757] lr: 1.000e-03, eta: 2 days, 11:45:47, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6477, top5_acc: 0.8234, loss_cls: 1.4968, loss: 2.5010, grad_norm: 8.8155 2021-07-07 13:29:43,594 - mmaction - INFO - Epoch [97][3260/3757] lr: 1.000e-03, eta: 2 days, 11:45:25, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6633, top5_acc: 0.8305, loss_cls: 1.4527, loss: 2.4298, grad_norm: 8.5979 2021-07-07 13:30:04,673 - mmaction - INFO - Epoch [97][3280/3757] lr: 1.000e-03, eta: 2 days, 11:45:03, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0288, top1_acc: 0.6359, top5_acc: 0.8258, loss_cls: 1.5455, loss: 2.5743, grad_norm: 9.0589 2021-07-07 13:30:25,682 - mmaction - INFO - Epoch [97][3300/3757] lr: 1.000e-03, eta: 2 days, 11:44:41, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0171, top1_acc: 0.6594, top5_acc: 0.8281, loss_cls: 1.4786, loss: 2.4958, grad_norm: 8.8514 2021-07-07 13:30:46,872 - mmaction - INFO - Epoch [97][3320/3757] lr: 1.000e-03, eta: 2 days, 11:44:20, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0750, top1_acc: 0.6117, top5_acc: 0.8141, loss_cls: 1.6178, loss: 2.6928, grad_norm: 9.2132 2021-07-07 13:31:08,511 - mmaction - INFO - Epoch [97][3340/3757] lr: 1.000e-03, eta: 2 days, 11:43:58, time: 1.085, data_time: 0.006, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4943, loss: 2.5091, grad_norm: 8.8686 2021-07-07 13:31:29,622 - mmaction - INFO - Epoch [97][3360/3757] lr: 1.000e-03, eta: 2 days, 11:43:36, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9976, top1_acc: 0.6602, top5_acc: 0.8336, loss_cls: 1.4698, loss: 2.4674, grad_norm: 8.9401 2021-07-07 13:31:50,860 - mmaction - INFO - Epoch [97][3380/3757] lr: 1.000e-03, eta: 2 days, 11:43:15, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6312, top5_acc: 0.8328, loss_cls: 1.4911, loss: 2.4722, grad_norm: 8.9471 2021-07-07 13:32:12,261 - mmaction - INFO - Epoch [97][3400/3757] lr: 1.000e-03, eta: 2 days, 11:42:53, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.0198, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.5626, loss: 2.5824, grad_norm: 8.9541 2021-07-07 13:32:33,549 - mmaction - INFO - Epoch [97][3420/3757] lr: 1.000e-03, eta: 2 days, 11:42:31, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0505, top1_acc: 0.6281, top5_acc: 0.8180, loss_cls: 1.5905, loss: 2.6410, grad_norm: 9.0499 2021-07-07 13:32:55,172 - mmaction - INFO - Epoch [97][3440/3757] lr: 1.000e-03, eta: 2 days, 11:42:10, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.4753, loss: 2.4844, grad_norm: 8.7423 2021-07-07 13:33:16,087 - mmaction - INFO - Epoch [97][3460/3757] lr: 1.000e-03, eta: 2 days, 11:41:48, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4915, loss: 2.4735, grad_norm: 8.7782 2021-07-07 13:33:37,035 - mmaction - INFO - Epoch [97][3480/3757] lr: 1.000e-03, eta: 2 days, 11:41:26, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9977, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4717, loss: 2.4694, grad_norm: 8.7836 2021-07-07 13:33:58,637 - mmaction - INFO - Epoch [97][3500/3757] lr: 1.000e-03, eta: 2 days, 11:41:04, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6430, top5_acc: 0.8227, loss_cls: 1.5048, loss: 2.5036, grad_norm: 8.8782 2021-07-07 13:34:19,843 - mmaction - INFO - Epoch [97][3520/3757] lr: 1.000e-03, eta: 2 days, 11:40:43, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6500, top5_acc: 0.8328, loss_cls: 1.5000, loss: 2.5087, grad_norm: 8.7361 2021-07-07 13:34:40,916 - mmaction - INFO - Epoch [97][3540/3757] lr: 1.000e-03, eta: 2 days, 11:40:21, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0298, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4865, loss: 2.5163, grad_norm: 8.6815 2021-07-07 13:35:02,004 - mmaction - INFO - Epoch [97][3560/3757] lr: 1.000e-03, eta: 2 days, 11:39:59, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0668, top1_acc: 0.6273, top5_acc: 0.8305, loss_cls: 1.5887, loss: 2.6555, grad_norm: 9.2551 2021-07-07 13:35:23,585 - mmaction - INFO - Epoch [97][3580/3757] lr: 1.000e-03, eta: 2 days, 11:39:37, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0524, top1_acc: 0.6219, top5_acc: 0.8320, loss_cls: 1.5413, loss: 2.5937, grad_norm: 9.0988 2021-07-07 13:35:44,480 - mmaction - INFO - Epoch [97][3600/3757] lr: 1.000e-03, eta: 2 days, 11:39:16, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0345, top1_acc: 0.6359, top5_acc: 0.8273, loss_cls: 1.5955, loss: 2.6300, grad_norm: 9.3404 2021-07-07 13:36:05,798 - mmaction - INFO - Epoch [97][3620/3757] lr: 1.000e-03, eta: 2 days, 11:38:54, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.5418, loss: 2.5642, grad_norm: 9.0647 2021-07-07 13:36:26,987 - mmaction - INFO - Epoch [97][3640/3757] lr: 1.000e-03, eta: 2 days, 11:38:32, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0163, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4718, loss: 2.4881, grad_norm: 8.9027 2021-07-07 13:36:48,729 - mmaction - INFO - Epoch [97][3660/3757] lr: 1.000e-03, eta: 2 days, 11:38:11, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.0312, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.5449, loss: 2.5762, grad_norm: 9.1265 2021-07-07 13:37:10,074 - mmaction - INFO - Epoch [97][3680/3757] lr: 1.000e-03, eta: 2 days, 11:37:49, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.0621, top1_acc: 0.6211, top5_acc: 0.8141, loss_cls: 1.6244, loss: 2.6865, grad_norm: 9.2488 2021-07-07 13:37:31,639 - mmaction - INFO - Epoch [97][3700/3757] lr: 1.000e-03, eta: 2 days, 11:37:27, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6555, top5_acc: 0.8266, loss_cls: 1.5187, loss: 2.5486, grad_norm: 8.7986 2021-07-07 13:37:53,213 - mmaction - INFO - Epoch [97][3720/3757] lr: 1.000e-03, eta: 2 days, 11:37:06, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0449, top1_acc: 0.6352, top5_acc: 0.8086, loss_cls: 1.5670, loss: 2.6119, grad_norm: 8.9599 2021-07-07 13:38:14,203 - mmaction - INFO - Epoch [97][3740/3757] lr: 1.000e-03, eta: 2 days, 11:36:44, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0564, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.6164, loss: 2.6728, grad_norm: 9.2820 2021-07-07 13:38:32,581 - mmaction - INFO - Saving checkpoint at 97 epochs 2021-07-07 13:39:34,930 - mmaction - INFO - Epoch [98][20/3757] lr: 1.000e-03, eta: 2 days, 11:36:16, time: 3.036, data_time: 1.933, memory: 6921, loss_aux: 0.9531, top1_acc: 0.6523, top5_acc: 0.8555, loss_cls: 1.4187, loss: 2.3717, grad_norm: 8.9908 2021-07-07 13:39:56,704 - mmaction - INFO - Epoch [98][40/3757] lr: 1.000e-03, eta: 2 days, 11:35:54, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6438, top5_acc: 0.8477, loss_cls: 1.4919, loss: 2.5104, grad_norm: 9.0745 2021-07-07 13:40:17,329 - mmaction - INFO - Epoch [98][60/3757] lr: 1.000e-03, eta: 2 days, 11:35:32, time: 1.029, data_time: 0.003, memory: 6921, loss_aux: 1.0402, top1_acc: 0.6438, top5_acc: 0.8297, loss_cls: 1.5489, loss: 2.5891, grad_norm: 8.8285 2021-07-07 13:40:38,854 - mmaction - INFO - Epoch [98][80/3757] lr: 1.000e-03, eta: 2 days, 11:35:10, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.0321, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.5345, loss: 2.5666, grad_norm: 8.9434 2021-07-07 13:41:00,377 - mmaction - INFO - Epoch [98][100/3757] lr: 1.000e-03, eta: 2 days, 11:34:49, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6305, top5_acc: 0.8328, loss_cls: 1.5656, loss: 2.6297, grad_norm: 9.2176 2021-07-07 13:41:21,816 - mmaction - INFO - Epoch [98][120/3757] lr: 1.000e-03, eta: 2 days, 11:34:27, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9916, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4354, loss: 2.4270, grad_norm: 8.4419 2021-07-07 13:41:43,016 - mmaction - INFO - Epoch [98][140/3757] lr: 1.000e-03, eta: 2 days, 11:34:06, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.4770, loss: 2.5127, grad_norm: 8.8340 2021-07-07 13:42:04,214 - mmaction - INFO - Epoch [98][160/3757] lr: 1.000e-03, eta: 2 days, 11:33:44, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0116, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.4736, loss: 2.4853, grad_norm: 9.0614 2021-07-07 13:42:25,496 - mmaction - INFO - Epoch [98][180/3757] lr: 1.000e-03, eta: 2 days, 11:33:22, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0432, top1_acc: 0.6461, top5_acc: 0.8250, loss_cls: 1.5346, loss: 2.5778, grad_norm: 9.1994 2021-07-07 13:42:46,814 - mmaction - INFO - Epoch [98][200/3757] lr: 1.000e-03, eta: 2 days, 11:33:00, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9442, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3615, loss: 2.3057, grad_norm: 8.6479 2021-07-07 13:43:07,864 - mmaction - INFO - Epoch [98][220/3757] lr: 1.000e-03, eta: 2 days, 11:32:39, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0191, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.5134, loss: 2.5324, grad_norm: 9.0062 2021-07-07 13:43:29,062 - mmaction - INFO - Epoch [98][240/3757] lr: 1.000e-03, eta: 2 days, 11:32:17, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0153, top1_acc: 0.6438, top5_acc: 0.8414, loss_cls: 1.5191, loss: 2.5344, grad_norm: 9.1280 2021-07-07 13:43:50,337 - mmaction - INFO - Epoch [98][260/3757] lr: 1.000e-03, eta: 2 days, 11:31:55, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9924, top1_acc: 0.6453, top5_acc: 0.8195, loss_cls: 1.5065, loss: 2.4989, grad_norm: 8.8861 2021-07-07 13:44:11,537 - mmaction - INFO - Epoch [98][280/3757] lr: 1.000e-03, eta: 2 days, 11:31:33, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0415, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.5429, loss: 2.5844, grad_norm: 9.0650 2021-07-07 13:44:32,618 - mmaction - INFO - Epoch [98][300/3757] lr: 1.000e-03, eta: 2 days, 11:31:12, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9732, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4231, loss: 2.3964, grad_norm: 9.0322 2021-07-07 13:44:53,677 - mmaction - INFO - Epoch [98][320/3757] lr: 1.000e-03, eta: 2 days, 11:30:50, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0255, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.5067, loss: 2.5322, grad_norm: 8.5097 2021-07-07 13:45:14,738 - mmaction - INFO - Epoch [98][340/3757] lr: 1.000e-03, eta: 2 days, 11:30:28, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0639, top1_acc: 0.6148, top5_acc: 0.8187, loss_cls: 1.6238, loss: 2.6877, grad_norm: 9.5540 2021-07-07 13:45:35,975 - mmaction - INFO - Epoch [98][360/3757] lr: 1.000e-03, eta: 2 days, 11:30:06, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4885, loss: 2.5111, grad_norm: 8.8050 2021-07-07 13:45:57,048 - mmaction - INFO - Epoch [98][380/3757] lr: 1.000e-03, eta: 2 days, 11:29:44, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0320, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.5135, loss: 2.5455, grad_norm: 9.3379 2021-07-07 13:46:18,196 - mmaction - INFO - Epoch [98][400/3757] lr: 1.000e-03, eta: 2 days, 11:29:23, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 0.9920, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4518, loss: 2.4438, grad_norm: 8.9306 2021-07-07 13:46:39,276 - mmaction - INFO - Epoch [98][420/3757] lr: 1.000e-03, eta: 2 days, 11:29:01, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9800, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4603, loss: 2.4403, grad_norm: 8.6560 2021-07-07 13:47:00,465 - mmaction - INFO - Epoch [98][440/3757] lr: 1.000e-03, eta: 2 days, 11:28:39, time: 1.059, data_time: 0.010, memory: 6921, loss_aux: 1.0053, top1_acc: 0.6633, top5_acc: 0.8414, loss_cls: 1.4394, loss: 2.4447, grad_norm: 8.8527 2021-07-07 13:47:21,761 - mmaction - INFO - Epoch [98][460/3757] lr: 1.000e-03, eta: 2 days, 11:28:17, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.0811, top1_acc: 0.6156, top5_acc: 0.8148, loss_cls: 1.6363, loss: 2.7173, grad_norm: 9.1634 2021-07-07 13:47:42,795 - mmaction - INFO - Epoch [98][480/3757] lr: 1.000e-03, eta: 2 days, 11:27:55, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0391, top1_acc: 0.6383, top5_acc: 0.8281, loss_cls: 1.5266, loss: 2.5657, grad_norm: 9.0821 2021-07-07 13:48:04,647 - mmaction - INFO - Epoch [98][500/3757] lr: 1.000e-03, eta: 2 days, 11:27:34, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6586, top5_acc: 0.8367, loss_cls: 1.4675, loss: 2.4489, grad_norm: 8.7612 2021-07-07 13:48:25,861 - mmaction - INFO - Epoch [98][520/3757] lr: 1.000e-03, eta: 2 days, 11:27:12, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0225, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5512, loss: 2.5737, grad_norm: 8.9332 2021-07-07 13:48:47,331 - mmaction - INFO - Epoch [98][540/3757] lr: 1.000e-03, eta: 2 days, 11:26:51, time: 1.073, data_time: 0.037, memory: 6921, loss_aux: 1.0094, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4812, loss: 2.4906, grad_norm: 9.1054 2021-07-07 13:49:08,523 - mmaction - INFO - Epoch [98][560/3757] lr: 1.000e-03, eta: 2 days, 11:26:29, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0304, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.5179, loss: 2.5483, grad_norm: 8.8912 2021-07-07 13:49:29,545 - mmaction - INFO - Epoch [98][580/3757] lr: 1.000e-03, eta: 2 days, 11:26:07, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4186, loss: 2.4116, grad_norm: 8.8219 2021-07-07 13:49:51,620 - mmaction - INFO - Epoch [98][600/3757] lr: 1.000e-03, eta: 2 days, 11:25:46, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.0080, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4514, loss: 2.4594, grad_norm: 8.8338 2021-07-07 13:50:12,840 - mmaction - INFO - Epoch [98][620/3757] lr: 1.000e-03, eta: 2 days, 11:25:24, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0054, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4640, loss: 2.4694, grad_norm: 8.8413 2021-07-07 13:50:33,841 - mmaction - INFO - Epoch [98][640/3757] lr: 1.000e-03, eta: 2 days, 11:25:02, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0402, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.5474, loss: 2.5875, grad_norm: 9.1567 2021-07-07 13:50:55,136 - mmaction - INFO - Epoch [98][660/3757] lr: 1.000e-03, eta: 2 days, 11:24:41, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6539, top5_acc: 0.8313, loss_cls: 1.5185, loss: 2.5338, grad_norm: 9.0210 2021-07-07 13:51:16,348 - mmaction - INFO - Epoch [98][680/3757] lr: 1.000e-03, eta: 2 days, 11:24:19, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.0187, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4569, loss: 2.4756, grad_norm: 8.8304 2021-07-07 13:51:37,669 - mmaction - INFO - Epoch [98][700/3757] lr: 1.000e-03, eta: 2 days, 11:23:57, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4630, loss: 2.4679, grad_norm: 8.7275 2021-07-07 13:51:59,424 - mmaction - INFO - Epoch [98][720/3757] lr: 1.000e-03, eta: 2 days, 11:23:36, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6438, top5_acc: 0.8258, loss_cls: 1.5108, loss: 2.5203, grad_norm: 8.8823 2021-07-07 13:52:20,394 - mmaction - INFO - Epoch [98][740/3757] lr: 1.000e-03, eta: 2 days, 11:23:14, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6188, top5_acc: 0.8234, loss_cls: 1.5869, loss: 2.6146, grad_norm: 9.4976 2021-07-07 13:52:41,428 - mmaction - INFO - Epoch [98][760/3757] lr: 1.000e-03, eta: 2 days, 11:22:52, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0367, top1_acc: 0.6320, top5_acc: 0.8234, loss_cls: 1.5557, loss: 2.5924, grad_norm: 9.2507 2021-07-07 13:53:02,616 - mmaction - INFO - Epoch [98][780/3757] lr: 1.000e-03, eta: 2 days, 11:22:30, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.5494, loss: 2.5850, grad_norm: 8.9479 2021-07-07 13:53:23,651 - mmaction - INFO - Epoch [98][800/3757] lr: 1.000e-03, eta: 2 days, 11:22:08, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6391, top5_acc: 0.8234, loss_cls: 1.5425, loss: 2.5762, grad_norm: 8.9600 2021-07-07 13:53:44,632 - mmaction - INFO - Epoch [98][820/3757] lr: 1.000e-03, eta: 2 days, 11:21:47, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0798, top1_acc: 0.6195, top5_acc: 0.8203, loss_cls: 1.6144, loss: 2.6942, grad_norm: 9.0953 2021-07-07 13:54:05,856 - mmaction - INFO - Epoch [98][840/3757] lr: 1.000e-03, eta: 2 days, 11:21:25, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0654, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.5608, loss: 2.6262, grad_norm: 9.1658 2021-07-07 13:54:26,906 - mmaction - INFO - Epoch [98][860/3757] lr: 1.000e-03, eta: 2 days, 11:21:03, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9512, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4447, loss: 2.3959, grad_norm: 8.8877 2021-07-07 13:54:48,948 - mmaction - INFO - Epoch [98][880/3757] lr: 1.000e-03, eta: 2 days, 11:20:42, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.0140, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.5155, loss: 2.5295, grad_norm: 8.9733 2021-07-07 13:55:09,950 - mmaction - INFO - Epoch [98][900/3757] lr: 1.000e-03, eta: 2 days, 11:20:20, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0060, top1_acc: 0.6477, top5_acc: 0.8352, loss_cls: 1.4870, loss: 2.4930, grad_norm: 9.0689 2021-07-07 13:55:31,252 - mmaction - INFO - Epoch [98][920/3757] lr: 1.000e-03, eta: 2 days, 11:19:58, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0399, top1_acc: 0.6312, top5_acc: 0.8258, loss_cls: 1.5537, loss: 2.5937, grad_norm: 9.1833 2021-07-07 13:55:52,281 - mmaction - INFO - Epoch [98][940/3757] lr: 1.000e-03, eta: 2 days, 11:19:36, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6383, top5_acc: 0.8516, loss_cls: 1.4920, loss: 2.5059, grad_norm: 8.9777 2021-07-07 13:56:13,713 - mmaction - INFO - Epoch [98][960/3757] lr: 1.000e-03, eta: 2 days, 11:19:15, time: 1.072, data_time: 0.023, memory: 6921, loss_aux: 1.0680, top1_acc: 0.6078, top5_acc: 0.8180, loss_cls: 1.6226, loss: 2.6906, grad_norm: 9.1726 2021-07-07 13:56:34,811 - mmaction - INFO - Epoch [98][980/3757] lr: 1.000e-03, eta: 2 days, 11:18:53, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0422, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5169, loss: 2.5590, grad_norm: 8.8489 2021-07-07 13:56:56,110 - mmaction - INFO - Epoch [98][1000/3757] lr: 1.000e-03, eta: 2 days, 11:18:31, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0305, top1_acc: 0.6398, top5_acc: 0.8266, loss_cls: 1.5309, loss: 2.5615, grad_norm: 9.2194 2021-07-07 13:57:17,307 - mmaction - INFO - Epoch [98][1020/3757] lr: 1.000e-03, eta: 2 days, 11:18:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0475, top1_acc: 0.6297, top5_acc: 0.8344, loss_cls: 1.5451, loss: 2.5927, grad_norm: 9.1439 2021-07-07 13:57:38,599 - mmaction - INFO - Epoch [98][1040/3757] lr: 1.000e-03, eta: 2 days, 11:17:48, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6680, top5_acc: 0.8648, loss_cls: 1.4118, loss: 2.3909, grad_norm: 9.0030 2021-07-07 13:57:59,714 - mmaction - INFO - Epoch [98][1060/3757] lr: 1.000e-03, eta: 2 days, 11:17:26, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6781, top5_acc: 0.8453, loss_cls: 1.4378, loss: 2.4267, grad_norm: 8.8810 2021-07-07 13:58:21,045 - mmaction - INFO - Epoch [98][1080/3757] lr: 1.000e-03, eta: 2 days, 11:17:04, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.4680, loss: 2.4682, grad_norm: 9.0693 2021-07-07 13:58:41,946 - mmaction - INFO - Epoch [98][1100/3757] lr: 1.000e-03, eta: 2 days, 11:16:42, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0142, top1_acc: 0.6398, top5_acc: 0.8227, loss_cls: 1.5046, loss: 2.5188, grad_norm: 8.9261 2021-07-07 13:59:03,120 - mmaction - INFO - Epoch [98][1120/3757] lr: 1.000e-03, eta: 2 days, 11:16:21, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4685, loss: 2.4690, grad_norm: 9.0526 2021-07-07 13:59:24,112 - mmaction - INFO - Epoch [98][1140/3757] lr: 1.000e-03, eta: 2 days, 11:15:59, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9778, top1_acc: 0.6641, top5_acc: 0.8375, loss_cls: 1.4682, loss: 2.4459, grad_norm: 8.9058 2021-07-07 13:59:45,199 - mmaction - INFO - Epoch [98][1160/3757] lr: 1.000e-03, eta: 2 days, 11:15:37, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9791, top1_acc: 0.6703, top5_acc: 0.8453, loss_cls: 1.4121, loss: 2.3912, grad_norm: 8.7622 2021-07-07 14:00:06,274 - mmaction - INFO - Epoch [98][1180/3757] lr: 1.000e-03, eta: 2 days, 11:15:15, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0153, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.4942, loss: 2.5096, grad_norm: 8.9117 2021-07-07 14:00:27,508 - mmaction - INFO - Epoch [98][1200/3757] lr: 1.000e-03, eta: 2 days, 11:14:53, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5133, loss: 2.5287, grad_norm: 8.7988 2021-07-07 14:00:49,253 - mmaction - INFO - Epoch [98][1220/3757] lr: 1.000e-03, eta: 2 days, 11:14:32, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.0174, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.5104, loss: 2.5278, grad_norm: 9.0576 2021-07-07 14:01:10,508 - mmaction - INFO - Epoch [98][1240/3757] lr: 1.000e-03, eta: 2 days, 11:14:10, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0283, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5235, loss: 2.5519, grad_norm: 8.9569 2021-07-07 14:01:31,667 - mmaction - INFO - Epoch [98][1260/3757] lr: 1.000e-03, eta: 2 days, 11:13:49, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0465, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.5275, loss: 2.5740, grad_norm: 8.9959 2021-07-07 14:01:52,650 - mmaction - INFO - Epoch [98][1280/3757] lr: 1.000e-03, eta: 2 days, 11:13:27, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0225, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5063, loss: 2.5288, grad_norm: 8.9845 2021-07-07 14:02:13,645 - mmaction - INFO - Epoch [98][1300/3757] lr: 1.000e-03, eta: 2 days, 11:13:05, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.0007, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4873, loss: 2.4880, grad_norm: 8.8573 2021-07-07 14:02:35,355 - mmaction - INFO - Epoch [98][1320/3757] lr: 1.000e-03, eta: 2 days, 11:12:43, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.0253, top1_acc: 0.6367, top5_acc: 0.8289, loss_cls: 1.5341, loss: 2.5594, grad_norm: 9.0414 2021-07-07 14:02:56,355 - mmaction - INFO - Epoch [98][1340/3757] lr: 1.000e-03, eta: 2 days, 11:12:21, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.4772, loss: 2.4919, grad_norm: 9.0258 2021-07-07 14:03:17,320 - mmaction - INFO - Epoch [98][1360/3757] lr: 1.000e-03, eta: 2 days, 11:12:00, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6492, top5_acc: 0.8266, loss_cls: 1.4925, loss: 2.5225, grad_norm: 9.1291 2021-07-07 14:03:38,435 - mmaction - INFO - Epoch [98][1380/3757] lr: 1.000e-03, eta: 2 days, 11:11:38, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4435, loss: 2.4354, grad_norm: 9.1145 2021-07-07 14:04:00,487 - mmaction - INFO - Epoch [98][1400/3757] lr: 1.000e-03, eta: 2 days, 11:11:17, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 1.0518, top1_acc: 0.6320, top5_acc: 0.8203, loss_cls: 1.5483, loss: 2.6001, grad_norm: 8.9756 2021-07-07 14:04:21,559 - mmaction - INFO - Epoch [98][1420/3757] lr: 1.000e-03, eta: 2 days, 11:10:55, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6453, top5_acc: 0.8281, loss_cls: 1.5024, loss: 2.5179, grad_norm: 8.8694 2021-07-07 14:04:42,742 - mmaction - INFO - Epoch [98][1440/3757] lr: 1.000e-03, eta: 2 days, 11:10:33, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0117, top1_acc: 0.6492, top5_acc: 0.8289, loss_cls: 1.5485, loss: 2.5602, grad_norm: 8.9374 2021-07-07 14:05:03,856 - mmaction - INFO - Epoch [98][1460/3757] lr: 1.000e-03, eta: 2 days, 11:10:11, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6484, top5_acc: 0.8242, loss_cls: 1.5093, loss: 2.5236, grad_norm: 8.7929 2021-07-07 14:05:25,053 - mmaction - INFO - Epoch [98][1480/3757] lr: 1.000e-03, eta: 2 days, 11:09:49, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.4991, loss: 2.5078, grad_norm: 9.1162 2021-07-07 14:05:46,153 - mmaction - INFO - Epoch [98][1500/3757] lr: 1.000e-03, eta: 2 days, 11:09:28, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9915, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4296, loss: 2.4211, grad_norm: 8.8634 2021-07-07 14:06:07,920 - mmaction - INFO - Epoch [98][1520/3757] lr: 1.000e-03, eta: 2 days, 11:09:06, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6445, top5_acc: 0.8289, loss_cls: 1.5379, loss: 2.5649, grad_norm: 9.0825 2021-07-07 14:06:28,932 - mmaction - INFO - Epoch [98][1540/3757] lr: 1.000e-03, eta: 2 days, 11:08:44, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0006, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4858, loss: 2.4864, grad_norm: 8.8475 2021-07-07 14:06:49,954 - mmaction - INFO - Epoch [98][1560/3757] lr: 1.000e-03, eta: 2 days, 11:08:22, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6352, top5_acc: 0.8391, loss_cls: 1.4867, loss: 2.4864, grad_norm: 9.2641 2021-07-07 14:07:11,071 - mmaction - INFO - Epoch [98][1580/3757] lr: 1.000e-03, eta: 2 days, 11:08:01, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9959, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.5370, loss: 2.5329, grad_norm: 9.1410 2021-07-07 14:07:32,004 - mmaction - INFO - Epoch [98][1600/3757] lr: 1.000e-03, eta: 2 days, 11:07:39, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0034, top1_acc: 0.6391, top5_acc: 0.8391, loss_cls: 1.4658, loss: 2.4692, grad_norm: 8.9115 2021-07-07 14:07:53,958 - mmaction - INFO - Epoch [98][1620/3757] lr: 1.000e-03, eta: 2 days, 11:07:17, time: 1.096, data_time: 0.001, memory: 6921, loss_aux: 1.0406, top1_acc: 0.6227, top5_acc: 0.8336, loss_cls: 1.5580, loss: 2.5986, grad_norm: 9.2635 2021-07-07 14:08:14,977 - mmaction - INFO - Epoch [98][1640/3757] lr: 1.000e-03, eta: 2 days, 11:06:56, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0249, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5486, loss: 2.5735, grad_norm: 8.9849 2021-07-07 14:08:36,071 - mmaction - INFO - Epoch [98][1660/3757] lr: 1.000e-03, eta: 2 days, 11:06:34, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0407, top1_acc: 0.6453, top5_acc: 0.8211, loss_cls: 1.5416, loss: 2.5823, grad_norm: 9.1326 2021-07-07 14:08:57,185 - mmaction - INFO - Epoch [98][1680/3757] lr: 1.000e-03, eta: 2 days, 11:06:12, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6539, top5_acc: 0.8398, loss_cls: 1.4521, loss: 2.4518, grad_norm: 9.0499 2021-07-07 14:09:18,537 - mmaction - INFO - Epoch [98][1700/3757] lr: 1.000e-03, eta: 2 days, 11:05:50, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6367, top5_acc: 0.8281, loss_cls: 1.5100, loss: 2.5255, grad_norm: 9.2580 2021-07-07 14:09:39,707 - mmaction - INFO - Epoch [98][1720/3757] lr: 1.000e-03, eta: 2 days, 11:05:29, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9643, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.4030, loss: 2.3673, grad_norm: 8.8466 2021-07-07 14:10:00,819 - mmaction - INFO - Epoch [98][1740/3757] lr: 1.000e-03, eta: 2 days, 11:05:07, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6320, top5_acc: 0.8445, loss_cls: 1.5237, loss: 2.5508, grad_norm: 8.9867 2021-07-07 14:10:21,916 - mmaction - INFO - Epoch [98][1760/3757] lr: 1.000e-03, eta: 2 days, 11:04:45, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6398, top5_acc: 0.8266, loss_cls: 1.5114, loss: 2.5178, grad_norm: 9.0862 2021-07-07 14:10:42,915 - mmaction - INFO - Epoch [98][1780/3757] lr: 1.000e-03, eta: 2 days, 11:04:23, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6445, top5_acc: 0.8125, loss_cls: 1.6134, loss: 2.6616, grad_norm: 9.2071 2021-07-07 14:11:04,603 - mmaction - INFO - Epoch [98][1800/3757] lr: 1.000e-03, eta: 2 days, 11:04:02, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3739, loss: 2.3547, grad_norm: 8.7745 2021-07-07 14:11:25,663 - mmaction - INFO - Epoch [98][1820/3757] lr: 1.000e-03, eta: 2 days, 11:03:40, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9968, top1_acc: 0.6250, top5_acc: 0.8398, loss_cls: 1.5247, loss: 2.5215, grad_norm: 9.1351 2021-07-07 14:11:46,660 - mmaction - INFO - Epoch [98][1840/3757] lr: 1.000e-03, eta: 2 days, 11:03:18, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0526, top1_acc: 0.6422, top5_acc: 0.8227, loss_cls: 1.5403, loss: 2.5929, grad_norm: 9.1931 2021-07-07 14:12:07,750 - mmaction - INFO - Epoch [98][1860/3757] lr: 1.000e-03, eta: 2 days, 11:02:56, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0414, top1_acc: 0.6500, top5_acc: 0.8297, loss_cls: 1.5247, loss: 2.5661, grad_norm: 8.9091 2021-07-07 14:12:29,015 - mmaction - INFO - Epoch [98][1880/3757] lr: 1.000e-03, eta: 2 days, 11:02:35, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6414, top5_acc: 0.8391, loss_cls: 1.5097, loss: 2.5166, grad_norm: 9.2467 2021-07-07 14:12:50,174 - mmaction - INFO - Epoch [98][1900/3757] lr: 1.000e-03, eta: 2 days, 11:02:13, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9869, top1_acc: 0.6414, top5_acc: 0.8406, loss_cls: 1.4867, loss: 2.4736, grad_norm: 8.7135 2021-07-07 14:13:11,797 - mmaction - INFO - Epoch [98][1920/3757] lr: 1.000e-03, eta: 2 days, 11:01:51, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6617, top5_acc: 0.8328, loss_cls: 1.4462, loss: 2.4526, grad_norm: 8.8143 2021-07-07 14:13:32,977 - mmaction - INFO - Epoch [98][1940/3757] lr: 1.000e-03, eta: 2 days, 11:01:30, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.0679, top1_acc: 0.6383, top5_acc: 0.8180, loss_cls: 1.5977, loss: 2.6655, grad_norm: 8.9177 2021-07-07 14:13:55,207 - mmaction - INFO - Epoch [98][1960/3757] lr: 1.000e-03, eta: 2 days, 11:01:08, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 0.9956, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.4536, loss: 2.4492, grad_norm: 8.7001 2021-07-07 14:14:16,224 - mmaction - INFO - Epoch [98][1980/3757] lr: 1.000e-03, eta: 2 days, 11:00:46, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6477, top5_acc: 0.8211, loss_cls: 1.5472, loss: 2.5829, grad_norm: 9.1727 2021-07-07 14:14:37,192 - mmaction - INFO - Epoch [98][2000/3757] lr: 1.000e-03, eta: 2 days, 11:00:25, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6547, top5_acc: 0.8266, loss_cls: 1.5297, loss: 2.5607, grad_norm: 8.7694 2021-07-07 14:14:58,632 - mmaction - INFO - Epoch [98][2020/3757] lr: 1.000e-03, eta: 2 days, 11:00:03, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4152, loss: 2.3988, grad_norm: 8.7729 2021-07-07 14:15:19,657 - mmaction - INFO - Epoch [98][2040/3757] lr: 1.000e-03, eta: 2 days, 10:59:41, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0369, top1_acc: 0.6516, top5_acc: 0.8187, loss_cls: 1.5461, loss: 2.5830, grad_norm: 8.9649 2021-07-07 14:15:40,706 - mmaction - INFO - Epoch [98][2060/3757] lr: 1.000e-03, eta: 2 days, 10:59:19, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0782, top1_acc: 0.5992, top5_acc: 0.8133, loss_cls: 1.6686, loss: 2.7467, grad_norm: 9.2285 2021-07-07 14:16:02,660 - mmaction - INFO - Epoch [98][2080/3757] lr: 1.000e-03, eta: 2 days, 10:58:58, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.0528, top1_acc: 0.6453, top5_acc: 0.8227, loss_cls: 1.5619, loss: 2.6147, grad_norm: 9.0769 2021-07-07 14:16:23,681 - mmaction - INFO - Epoch [98][2100/3757] lr: 1.000e-03, eta: 2 days, 10:58:36, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.4881, loss: 2.4810, grad_norm: 9.0012 2021-07-07 14:16:44,537 - mmaction - INFO - Epoch [98][2120/3757] lr: 1.000e-03, eta: 2 days, 10:58:14, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6539, top5_acc: 0.8328, loss_cls: 1.4997, loss: 2.5277, grad_norm: 9.2385 2021-07-07 14:17:06,001 - mmaction - INFO - Epoch [98][2140/3757] lr: 1.000e-03, eta: 2 days, 10:57:53, time: 1.073, data_time: 0.025, memory: 6921, loss_aux: 1.0638, top1_acc: 0.6258, top5_acc: 0.8195, loss_cls: 1.5559, loss: 2.6197, grad_norm: 9.0731 2021-07-07 14:17:27,187 - mmaction - INFO - Epoch [98][2160/3757] lr: 1.000e-03, eta: 2 days, 10:57:31, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9977, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4356, loss: 2.4333, grad_norm: 8.9492 2021-07-07 14:17:48,468 - mmaction - INFO - Epoch [98][2180/3757] lr: 1.000e-03, eta: 2 days, 10:57:09, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0254, top1_acc: 0.6383, top5_acc: 0.8266, loss_cls: 1.5213, loss: 2.5467, grad_norm: 8.9952 2021-07-07 14:18:10,003 - mmaction - INFO - Epoch [98][2200/3757] lr: 1.000e-03, eta: 2 days, 10:56:48, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9497, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.3848, loss: 2.3345, grad_norm: 8.6459 2021-07-07 14:18:31,123 - mmaction - INFO - Epoch [98][2220/3757] lr: 1.000e-03, eta: 2 days, 10:56:26, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6352, top5_acc: 0.8492, loss_cls: 1.4945, loss: 2.4774, grad_norm: 9.1988 2021-07-07 14:18:52,385 - mmaction - INFO - Epoch [98][2240/3757] lr: 1.000e-03, eta: 2 days, 10:56:04, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0486, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5373, loss: 2.5859, grad_norm: 9.1515 2021-07-07 14:19:14,209 - mmaction - INFO - Epoch [98][2260/3757] lr: 1.000e-03, eta: 2 days, 10:55:43, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 0.9946, top1_acc: 0.6500, top5_acc: 0.8320, loss_cls: 1.4703, loss: 2.4649, grad_norm: 8.6793 2021-07-07 14:19:35,857 - mmaction - INFO - Epoch [98][2280/3757] lr: 1.000e-03, eta: 2 days, 10:55:21, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 0.9935, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4676, loss: 2.4611, grad_norm: 9.2845 2021-07-07 14:19:57,892 - mmaction - INFO - Epoch [98][2300/3757] lr: 1.000e-03, eta: 2 days, 10:55:00, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.0054, top1_acc: 0.6461, top5_acc: 0.8313, loss_cls: 1.5004, loss: 2.5057, grad_norm: 8.8390 2021-07-07 14:20:18,997 - mmaction - INFO - Epoch [98][2320/3757] lr: 1.000e-03, eta: 2 days, 10:54:38, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0637, top1_acc: 0.6336, top5_acc: 0.8180, loss_cls: 1.5722, loss: 2.6358, grad_norm: 9.1303 2021-07-07 14:20:40,051 - mmaction - INFO - Epoch [98][2340/3757] lr: 1.000e-03, eta: 2 days, 10:54:16, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0446, top1_acc: 0.6430, top5_acc: 0.8211, loss_cls: 1.5133, loss: 2.5579, grad_norm: 8.9724 2021-07-07 14:21:01,122 - mmaction - INFO - Epoch [98][2360/3757] lr: 1.000e-03, eta: 2 days, 10:53:54, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4528, loss: 2.4342, grad_norm: 8.8780 2021-07-07 14:21:22,849 - mmaction - INFO - Epoch [98][2380/3757] lr: 1.000e-03, eta: 2 days, 10:53:33, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 0.9903, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4573, loss: 2.4477, grad_norm: 8.7193 2021-07-07 14:21:44,410 - mmaction - INFO - Epoch [98][2400/3757] lr: 1.000e-03, eta: 2 days, 10:53:11, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.4787, loss: 2.4674, grad_norm: 9.0909 2021-07-07 14:22:05,476 - mmaction - INFO - Epoch [98][2420/3757] lr: 1.000e-03, eta: 2 days, 10:52:50, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0098, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.4774, loss: 2.4872, grad_norm: 9.1554 2021-07-07 14:22:27,339 - mmaction - INFO - Epoch [98][2440/3757] lr: 1.000e-03, eta: 2 days, 10:52:28, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.0688, top1_acc: 0.6297, top5_acc: 0.8148, loss_cls: 1.5822, loss: 2.6511, grad_norm: 9.2473 2021-07-07 14:22:48,675 - mmaction - INFO - Epoch [98][2460/3757] lr: 1.000e-03, eta: 2 days, 10:52:07, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6523, top5_acc: 0.8266, loss_cls: 1.5622, loss: 2.6113, grad_norm: 9.0053 2021-07-07 14:23:09,719 - mmaction - INFO - Epoch [98][2480/3757] lr: 1.000e-03, eta: 2 days, 10:51:45, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0752, top1_acc: 0.6164, top5_acc: 0.8187, loss_cls: 1.6243, loss: 2.6995, grad_norm: 9.2916 2021-07-07 14:23:30,911 - mmaction - INFO - Epoch [98][2500/3757] lr: 1.000e-03, eta: 2 days, 10:51:23, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0220, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.4936, loss: 2.5155, grad_norm: 8.9211 2021-07-07 14:23:52,208 - mmaction - INFO - Epoch [98][2520/3757] lr: 1.000e-03, eta: 2 days, 10:51:01, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.0599, top1_acc: 0.6383, top5_acc: 0.8141, loss_cls: 1.5763, loss: 2.6362, grad_norm: 9.1932 2021-07-07 14:24:13,829 - mmaction - INFO - Epoch [98][2540/3757] lr: 1.000e-03, eta: 2 days, 10:50:40, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.0057, top1_acc: 0.6617, top5_acc: 0.8383, loss_cls: 1.4603, loss: 2.4659, grad_norm: 8.7689 2021-07-07 14:24:34,914 - mmaction - INFO - Epoch [98][2560/3757] lr: 1.000e-03, eta: 2 days, 10:50:18, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0646, top1_acc: 0.6398, top5_acc: 0.8187, loss_cls: 1.5805, loss: 2.6451, grad_norm: 9.2734 2021-07-07 14:24:56,106 - mmaction - INFO - Epoch [98][2580/3757] lr: 1.000e-03, eta: 2 days, 10:49:56, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0215, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.4989, loss: 2.5204, grad_norm: 9.1477 2021-07-07 14:25:17,910 - mmaction - INFO - Epoch [98][2600/3757] lr: 1.000e-03, eta: 2 days, 10:49:35, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 0.9964, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4153, loss: 2.4117, grad_norm: 9.0302 2021-07-07 14:25:38,947 - mmaction - INFO - Epoch [98][2620/3757] lr: 1.000e-03, eta: 2 days, 10:49:13, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0490, top1_acc: 0.6336, top5_acc: 0.8289, loss_cls: 1.5146, loss: 2.5635, grad_norm: 9.1647 2021-07-07 14:26:00,351 - mmaction - INFO - Epoch [98][2640/3757] lr: 1.000e-03, eta: 2 days, 10:48:51, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0325, top1_acc: 0.6336, top5_acc: 0.8227, loss_cls: 1.5372, loss: 2.5697, grad_norm: 8.9587 2021-07-07 14:26:22,183 - mmaction - INFO - Epoch [98][2660/3757] lr: 1.000e-03, eta: 2 days, 10:48:30, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.0530, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5816, loss: 2.6346, grad_norm: 9.4445 2021-07-07 14:26:43,291 - mmaction - INFO - Epoch [98][2680/3757] lr: 1.000e-03, eta: 2 days, 10:48:08, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0197, top1_acc: 0.6289, top5_acc: 0.8266, loss_cls: 1.5619, loss: 2.5816, grad_norm: 9.2365 2021-07-07 14:27:04,407 - mmaction - INFO - Epoch [98][2700/3757] lr: 1.000e-03, eta: 2 days, 10:47:46, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0124, top1_acc: 0.6500, top5_acc: 0.8203, loss_cls: 1.5269, loss: 2.5392, grad_norm: 8.8309 2021-07-07 14:27:25,702 - mmaction - INFO - Epoch [98][2720/3757] lr: 1.000e-03, eta: 2 days, 10:47:25, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0200, top1_acc: 0.6438, top5_acc: 0.8273, loss_cls: 1.5185, loss: 2.5385, grad_norm: 8.8956 2021-07-07 14:27:46,916 - mmaction - INFO - Epoch [98][2740/3757] lr: 1.000e-03, eta: 2 days, 10:47:03, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0487, top1_acc: 0.6297, top5_acc: 0.8211, loss_cls: 1.5813, loss: 2.6300, grad_norm: 9.1150 2021-07-07 14:28:08,204 - mmaction - INFO - Epoch [98][2760/3757] lr: 1.000e-03, eta: 2 days, 10:46:41, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0421, top1_acc: 0.6492, top5_acc: 0.8281, loss_cls: 1.5247, loss: 2.5668, grad_norm: 9.1098 2021-07-07 14:28:29,051 - mmaction - INFO - Epoch [98][2780/3757] lr: 1.000e-03, eta: 2 days, 10:46:19, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.4979, loss: 2.5108, grad_norm: 8.9590 2021-07-07 14:28:50,404 - mmaction - INFO - Epoch [98][2800/3757] lr: 1.000e-03, eta: 2 days, 10:45:58, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.4868, loss: 2.4926, grad_norm: 8.7747 2021-07-07 14:29:11,748 - mmaction - INFO - Epoch [98][2820/3757] lr: 1.000e-03, eta: 2 days, 10:45:36, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0107, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4791, loss: 2.4898, grad_norm: 9.1234 2021-07-07 14:29:33,238 - mmaction - INFO - Epoch [98][2840/3757] lr: 1.000e-03, eta: 2 days, 10:45:14, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0578, top1_acc: 0.6305, top5_acc: 0.8164, loss_cls: 1.5951, loss: 2.6529, grad_norm: 9.3060 2021-07-07 14:29:54,483 - mmaction - INFO - Epoch [98][2860/3757] lr: 1.000e-03, eta: 2 days, 10:44:53, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.4836, loss: 2.4962, grad_norm: 8.9768 2021-07-07 14:30:15,741 - mmaction - INFO - Epoch [98][2880/3757] lr: 1.000e-03, eta: 2 days, 10:44:31, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0115, top1_acc: 0.6555, top5_acc: 0.8195, loss_cls: 1.5034, loss: 2.5149, grad_norm: 8.8766 2021-07-07 14:30:36,891 - mmaction - INFO - Epoch [98][2900/3757] lr: 1.000e-03, eta: 2 days, 10:44:09, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.5037, loss: 2.5261, grad_norm: 9.1971 2021-07-07 14:30:57,989 - mmaction - INFO - Epoch [98][2920/3757] lr: 1.000e-03, eta: 2 days, 10:43:47, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0077, top1_acc: 0.6492, top5_acc: 0.8313, loss_cls: 1.4736, loss: 2.4813, grad_norm: 8.9596 2021-07-07 14:31:18,960 - mmaction - INFO - Epoch [98][2940/3757] lr: 1.000e-03, eta: 2 days, 10:43:26, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.5021, loss: 2.5154, grad_norm: 9.0982 2021-07-07 14:31:41,127 - mmaction - INFO - Epoch [98][2960/3757] lr: 1.000e-03, eta: 2 days, 10:43:04, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.0576, top1_acc: 0.6266, top5_acc: 0.8172, loss_cls: 1.5938, loss: 2.6514, grad_norm: 9.1251 2021-07-07 14:32:02,104 - mmaction - INFO - Epoch [98][2980/3757] lr: 1.000e-03, eta: 2 days, 10:42:43, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0263, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.4921, loss: 2.5184, grad_norm: 9.2482 2021-07-07 14:32:23,396 - mmaction - INFO - Epoch [98][3000/3757] lr: 1.000e-03, eta: 2 days, 10:42:21, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.5022, loss: 2.5127, grad_norm: 8.9849 2021-07-07 14:32:44,418 - mmaction - INFO - Epoch [98][3020/3757] lr: 1.000e-03, eta: 2 days, 10:41:59, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.0145, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5390, loss: 2.5535, grad_norm: 8.9957 2021-07-07 14:33:05,643 - mmaction - INFO - Epoch [98][3040/3757] lr: 1.000e-03, eta: 2 days, 10:41:37, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.0047, top1_acc: 0.6648, top5_acc: 0.8383, loss_cls: 1.4691, loss: 2.4738, grad_norm: 8.7593 2021-07-07 14:33:26,603 - mmaction - INFO - Epoch [98][3060/3757] lr: 1.000e-03, eta: 2 days, 10:41:15, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0365, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5285, loss: 2.5650, grad_norm: 9.0037 2021-07-07 14:33:48,030 - mmaction - INFO - Epoch [98][3080/3757] lr: 1.000e-03, eta: 2 days, 10:40:54, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.0512, top1_acc: 0.6367, top5_acc: 0.8203, loss_cls: 1.5846, loss: 2.6358, grad_norm: 9.2567 2021-07-07 14:34:09,166 - mmaction - INFO - Epoch [98][3100/3757] lr: 1.000e-03, eta: 2 days, 10:40:32, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0080, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4520, loss: 2.4599, grad_norm: 8.8027 2021-07-07 14:34:30,402 - mmaction - INFO - Epoch [98][3120/3757] lr: 1.000e-03, eta: 2 days, 10:40:10, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0588, top1_acc: 0.6141, top5_acc: 0.8187, loss_cls: 1.5929, loss: 2.6516, grad_norm: 9.1959 2021-07-07 14:34:52,468 - mmaction - INFO - Epoch [98][3140/3757] lr: 1.000e-03, eta: 2 days, 10:39:49, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.0711, top1_acc: 0.6211, top5_acc: 0.8203, loss_cls: 1.6097, loss: 2.6808, grad_norm: 9.4124 2021-07-07 14:35:13,488 - mmaction - INFO - Epoch [98][3160/3757] lr: 1.000e-03, eta: 2 days, 10:39:27, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0289, top1_acc: 0.6367, top5_acc: 0.8398, loss_cls: 1.4921, loss: 2.5209, grad_norm: 9.0989 2021-07-07 14:35:34,465 - mmaction - INFO - Epoch [98][3180/3757] lr: 1.000e-03, eta: 2 days, 10:39:05, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0433, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5707, loss: 2.6140, grad_norm: 9.0608 2021-07-07 14:35:55,689 - mmaction - INFO - Epoch [98][3200/3757] lr: 1.000e-03, eta: 2 days, 10:38:44, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0362, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5390, loss: 2.5752, grad_norm: 9.1553 2021-07-07 14:36:17,183 - mmaction - INFO - Epoch [98][3220/3757] lr: 1.000e-03, eta: 2 days, 10:38:22, time: 1.072, data_time: 0.019, memory: 6921, loss_aux: 0.9858, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.4143, loss: 2.4001, grad_norm: 9.0190 2021-07-07 14:36:38,411 - mmaction - INFO - Epoch [98][3240/3757] lr: 1.000e-03, eta: 2 days, 10:38:00, time: 1.064, data_time: 0.009, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.4956, loss: 2.4794, grad_norm: 9.0071 2021-07-07 14:37:00,072 - mmaction - INFO - Epoch [98][3260/3757] lr: 1.000e-03, eta: 2 days, 10:37:39, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 1.0084, top1_acc: 0.6555, top5_acc: 0.8367, loss_cls: 1.4919, loss: 2.5004, grad_norm: 9.0301 2021-07-07 14:37:21,079 - mmaction - INFO - Epoch [98][3280/3757] lr: 1.000e-03, eta: 2 days, 10:37:17, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0471, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5430, loss: 2.5901, grad_norm: 9.0809 2021-07-07 14:37:42,293 - mmaction - INFO - Epoch [98][3300/3757] lr: 1.000e-03, eta: 2 days, 10:36:55, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6180, top5_acc: 0.8313, loss_cls: 1.5488, loss: 2.5765, grad_norm: 9.1408 2021-07-07 14:38:03,418 - mmaction - INFO - Epoch [98][3320/3757] lr: 1.000e-03, eta: 2 days, 10:36:33, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0235, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5177, loss: 2.5412, grad_norm: 9.0803 2021-07-07 14:38:24,837 - mmaction - INFO - Epoch [98][3340/3757] lr: 1.000e-03, eta: 2 days, 10:36:12, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0842, top1_acc: 0.6109, top5_acc: 0.8203, loss_cls: 1.6065, loss: 2.6907, grad_norm: 9.2006 2021-07-07 14:38:46,296 - mmaction - INFO - Epoch [98][3360/3757] lr: 1.000e-03, eta: 2 days, 10:35:50, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.0607, top1_acc: 0.6266, top5_acc: 0.8344, loss_cls: 1.5636, loss: 2.6243, grad_norm: 9.4607 2021-07-07 14:39:07,248 - mmaction - INFO - Epoch [98][3380/3757] lr: 1.000e-03, eta: 2 days, 10:35:28, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.0349, top1_acc: 0.6312, top5_acc: 0.8430, loss_cls: 1.5192, loss: 2.5541, grad_norm: 9.4382 2021-07-07 14:39:28,318 - mmaction - INFO - Epoch [98][3400/3757] lr: 1.000e-03, eta: 2 days, 10:35:07, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0240, top1_acc: 0.6453, top5_acc: 0.8297, loss_cls: 1.5100, loss: 2.5340, grad_norm: 8.8084 2021-07-07 14:39:49,366 - mmaction - INFO - Epoch [98][3420/3757] lr: 1.000e-03, eta: 2 days, 10:34:45, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0679, top1_acc: 0.6164, top5_acc: 0.8187, loss_cls: 1.6170, loss: 2.6849, grad_norm: 9.4184 2021-07-07 14:40:10,414 - mmaction - INFO - Epoch [98][3440/3757] lr: 1.000e-03, eta: 2 days, 10:34:23, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0584, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.5279, loss: 2.5862, grad_norm: 9.2016 2021-07-07 14:40:31,413 - mmaction - INFO - Epoch [98][3460/3757] lr: 1.000e-03, eta: 2 days, 10:34:01, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0245, top1_acc: 0.6406, top5_acc: 0.8250, loss_cls: 1.5437, loss: 2.5682, grad_norm: 9.1741 2021-07-07 14:40:52,703 - mmaction - INFO - Epoch [98][3480/3757] lr: 1.000e-03, eta: 2 days, 10:33:39, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0147, top1_acc: 0.6328, top5_acc: 0.8336, loss_cls: 1.5044, loss: 2.5192, grad_norm: 9.2072 2021-07-07 14:41:13,896 - mmaction - INFO - Epoch [98][3500/3757] lr: 1.000e-03, eta: 2 days, 10:33:18, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9487, top1_acc: 0.6813, top5_acc: 0.8492, loss_cls: 1.3875, loss: 2.3362, grad_norm: 8.7458 2021-07-07 14:41:35,107 - mmaction - INFO - Epoch [98][3520/3757] lr: 1.000e-03, eta: 2 days, 10:32:56, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0239, top1_acc: 0.6328, top5_acc: 0.8219, loss_cls: 1.5512, loss: 2.5751, grad_norm: 9.1885 2021-07-07 14:41:56,632 - mmaction - INFO - Epoch [98][3540/3757] lr: 1.000e-03, eta: 2 days, 10:32:34, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9885, top1_acc: 0.6516, top5_acc: 0.8336, loss_cls: 1.4734, loss: 2.4619, grad_norm: 8.6866 2021-07-07 14:42:17,695 - mmaction - INFO - Epoch [98][3560/3757] lr: 1.000e-03, eta: 2 days, 10:32:13, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0295, top1_acc: 0.6352, top5_acc: 0.8258, loss_cls: 1.5304, loss: 2.5599, grad_norm: 9.0125 2021-07-07 14:42:39,596 - mmaction - INFO - Epoch [98][3580/3757] lr: 1.000e-03, eta: 2 days, 10:31:51, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.0395, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5267, loss: 2.5662, grad_norm: 9.1311 2021-07-07 14:43:00,828 - mmaction - INFO - Epoch [98][3600/3757] lr: 1.000e-03, eta: 2 days, 10:31:29, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6727, top5_acc: 0.8414, loss_cls: 1.4356, loss: 2.4202, grad_norm: 8.7028 2021-07-07 14:43:21,718 - mmaction - INFO - Epoch [98][3620/3757] lr: 1.000e-03, eta: 2 days, 10:31:08, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.4775, loss: 2.4956, grad_norm: 9.1800 2021-07-07 14:43:42,872 - mmaction - INFO - Epoch [98][3640/3757] lr: 1.000e-03, eta: 2 days, 10:30:46, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0231, top1_acc: 0.6523, top5_acc: 0.8289, loss_cls: 1.5108, loss: 2.5339, grad_norm: 8.9016 2021-07-07 14:44:04,401 - mmaction - INFO - Epoch [98][3660/3757] lr: 1.000e-03, eta: 2 days, 10:30:24, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4483, loss: 2.4160, grad_norm: 8.9314 2021-07-07 14:44:25,677 - mmaction - INFO - Epoch [98][3680/3757] lr: 1.000e-03, eta: 2 days, 10:30:02, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9765, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.4952, loss: 2.4717, grad_norm: 8.8785 2021-07-07 14:44:46,880 - mmaction - INFO - Epoch [98][3700/3757] lr: 1.000e-03, eta: 2 days, 10:29:41, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0052, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4725, loss: 2.4778, grad_norm: 8.9548 2021-07-07 14:45:08,138 - mmaction - INFO - Epoch [98][3720/3757] lr: 1.000e-03, eta: 2 days, 10:29:19, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0894, top1_acc: 0.6164, top5_acc: 0.7945, loss_cls: 1.6837, loss: 2.7731, grad_norm: 9.1497 2021-07-07 14:45:29,497 - mmaction - INFO - Epoch [98][3740/3757] lr: 1.000e-03, eta: 2 days, 10:28:57, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.0268, top1_acc: 0.6234, top5_acc: 0.8227, loss_cls: 1.5727, loss: 2.5995, grad_norm: 9.0523 2021-07-07 14:45:47,794 - mmaction - INFO - Saving checkpoint at 98 epochs 2021-07-07 14:46:50,548 - mmaction - INFO - Epoch [99][20/3757] lr: 1.000e-03, eta: 2 days, 10:28:29, time: 3.058, data_time: 2.034, memory: 6921, loss_aux: 1.0333, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.4843, loss: 2.5175, grad_norm: 8.9148 2021-07-07 14:47:11,832 - mmaction - INFO - Epoch [99][40/3757] lr: 1.000e-03, eta: 2 days, 10:28:07, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.4716, loss: 2.4811, grad_norm: 9.0385 2021-07-07 14:47:32,743 - mmaction - INFO - Epoch [99][60/3757] lr: 1.000e-03, eta: 2 days, 10:27:45, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.0679, top1_acc: 0.6586, top5_acc: 0.8211, loss_cls: 1.5541, loss: 2.6221, grad_norm: 9.1426 2021-07-07 14:47:53,936 - mmaction - INFO - Epoch [99][80/3757] lr: 1.000e-03, eta: 2 days, 10:27:23, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0296, top1_acc: 0.6414, top5_acc: 0.8289, loss_cls: 1.5277, loss: 2.5573, grad_norm: 9.5131 2021-07-07 14:48:15,488 - mmaction - INFO - Epoch [99][100/3757] lr: 1.000e-03, eta: 2 days, 10:27:02, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.0218, top1_acc: 0.6656, top5_acc: 0.8195, loss_cls: 1.5112, loss: 2.5329, grad_norm: 9.1796 2021-07-07 14:48:36,447 - mmaction - INFO - Epoch [99][120/3757] lr: 1.000e-03, eta: 2 days, 10:26:40, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6383, top5_acc: 0.8242, loss_cls: 1.5562, loss: 2.5661, grad_norm: 9.1567 2021-07-07 14:48:57,662 - mmaction - INFO - Epoch [99][140/3757] lr: 1.000e-03, eta: 2 days, 10:26:18, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0424, top1_acc: 0.6383, top5_acc: 0.8281, loss_cls: 1.5464, loss: 2.5888, grad_norm: 9.0442 2021-07-07 14:49:18,810 - mmaction - INFO - Epoch [99][160/3757] lr: 1.000e-03, eta: 2 days, 10:25:57, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0075, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5230, loss: 2.5305, grad_norm: 9.0269 2021-07-07 14:49:39,952 - mmaction - INFO - Epoch [99][180/3757] lr: 1.000e-03, eta: 2 days, 10:25:35, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0840, top1_acc: 0.6305, top5_acc: 0.8141, loss_cls: 1.5852, loss: 2.6692, grad_norm: 9.2124 2021-07-07 14:50:00,905 - mmaction - INFO - Epoch [99][200/3757] lr: 1.000e-03, eta: 2 days, 10:25:13, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0428, top1_acc: 0.6117, top5_acc: 0.8273, loss_cls: 1.5911, loss: 2.6338, grad_norm: 9.4835 2021-07-07 14:50:21,947 - mmaction - INFO - Epoch [99][220/3757] lr: 1.000e-03, eta: 2 days, 10:24:51, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.5057, loss: 2.5099, grad_norm: 9.2710 2021-07-07 14:50:43,184 - mmaction - INFO - Epoch [99][240/3757] lr: 1.000e-03, eta: 2 days, 10:24:29, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0358, top1_acc: 0.6398, top5_acc: 0.8227, loss_cls: 1.5450, loss: 2.5809, grad_norm: 9.0734 2021-07-07 14:51:04,381 - mmaction - INFO - Epoch [99][260/3757] lr: 1.000e-03, eta: 2 days, 10:24:08, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0194, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.5021, loss: 2.5215, grad_norm: 9.1165 2021-07-07 14:51:25,564 - mmaction - INFO - Epoch [99][280/3757] lr: 1.000e-03, eta: 2 days, 10:23:46, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6555, top5_acc: 0.8352, loss_cls: 1.4762, loss: 2.4674, grad_norm: 8.8022 2021-07-07 14:51:46,838 - mmaction - INFO - Epoch [99][300/3757] lr: 1.000e-03, eta: 2 days, 10:23:24, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5544, loss: 2.5846, grad_norm: 9.2769 2021-07-07 14:52:08,006 - mmaction - INFO - Epoch [99][320/3757] lr: 1.000e-03, eta: 2 days, 10:23:02, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0379, top1_acc: 0.6328, top5_acc: 0.8313, loss_cls: 1.5289, loss: 2.5668, grad_norm: 9.1295 2021-07-07 14:52:29,213 - mmaction - INFO - Epoch [99][340/3757] lr: 1.000e-03, eta: 2 days, 10:22:41, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9812, top1_acc: 0.6539, top5_acc: 0.8258, loss_cls: 1.4950, loss: 2.4762, grad_norm: 8.9978 2021-07-07 14:52:50,448 - mmaction - INFO - Epoch [99][360/3757] lr: 1.000e-03, eta: 2 days, 10:22:19, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5299, loss: 2.5598, grad_norm: 9.2649 2021-07-07 14:53:11,339 - mmaction - INFO - Epoch [99][380/3757] lr: 1.000e-03, eta: 2 days, 10:21:57, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0172, top1_acc: 0.6664, top5_acc: 0.8430, loss_cls: 1.4528, loss: 2.4700, grad_norm: 8.9282 2021-07-07 14:53:32,412 - mmaction - INFO - Epoch [99][400/3757] lr: 1.000e-03, eta: 2 days, 10:21:35, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0549, top1_acc: 0.6305, top5_acc: 0.8227, loss_cls: 1.5542, loss: 2.6091, grad_norm: 9.3469 2021-07-07 14:53:53,692 - mmaction - INFO - Epoch [99][420/3757] lr: 1.000e-03, eta: 2 days, 10:21:14, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0397, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.5300, loss: 2.5697, grad_norm: 9.2540 2021-07-07 14:54:15,573 - mmaction - INFO - Epoch [99][440/3757] lr: 1.000e-03, eta: 2 days, 10:20:52, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.4689, loss: 2.4656, grad_norm: 9.1739 2021-07-07 14:54:36,666 - mmaction - INFO - Epoch [99][460/3757] lr: 1.000e-03, eta: 2 days, 10:20:30, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9712, top1_acc: 0.6508, top5_acc: 0.8461, loss_cls: 1.4224, loss: 2.3936, grad_norm: 8.7312 2021-07-07 14:54:57,934 - mmaction - INFO - Epoch [99][480/3757] lr: 1.000e-03, eta: 2 days, 10:20:09, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0315, top1_acc: 0.6289, top5_acc: 0.8242, loss_cls: 1.5526, loss: 2.5841, grad_norm: 9.1061 2021-07-07 14:55:19,045 - mmaction - INFO - Epoch [99][500/3757] lr: 1.000e-03, eta: 2 days, 10:19:47, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0175, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.4857, loss: 2.5032, grad_norm: 8.8860 2021-07-07 14:55:40,696 - mmaction - INFO - Epoch [99][520/3757] lr: 1.000e-03, eta: 2 days, 10:19:25, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6383, top5_acc: 0.8164, loss_cls: 1.5672, loss: 2.5936, grad_norm: 9.2733 2021-07-07 14:56:01,629 - mmaction - INFO - Epoch [99][540/3757] lr: 1.000e-03, eta: 2 days, 10:19:04, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6414, top5_acc: 0.8242, loss_cls: 1.5323, loss: 2.5516, grad_norm: 9.0292 2021-07-07 14:56:22,707 - mmaction - INFO - Epoch [99][560/3757] lr: 1.000e-03, eta: 2 days, 10:18:42, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 0.9990, top1_acc: 0.6672, top5_acc: 0.8250, loss_cls: 1.4860, loss: 2.4851, grad_norm: 8.9378 2021-07-07 14:56:43,906 - mmaction - INFO - Epoch [99][580/3757] lr: 1.000e-03, eta: 2 days, 10:18:20, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0078, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.5138, loss: 2.5216, grad_norm: 9.2520 2021-07-07 14:57:05,133 - mmaction - INFO - Epoch [99][600/3757] lr: 1.000e-03, eta: 2 days, 10:17:58, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9372, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3106, loss: 2.2479, grad_norm: 8.8195 2021-07-07 14:57:26,815 - mmaction - INFO - Epoch [99][620/3757] lr: 1.000e-03, eta: 2 days, 10:17:37, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.0398, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5313, loss: 2.5711, grad_norm: 9.2825 2021-07-07 14:57:48,380 - mmaction - INFO - Epoch [99][640/3757] lr: 1.000e-03, eta: 2 days, 10:17:15, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6602, top5_acc: 0.8359, loss_cls: 1.4386, loss: 2.4189, grad_norm: 8.9195 2021-07-07 14:58:09,669 - mmaction - INFO - Epoch [99][660/3757] lr: 1.000e-03, eta: 2 days, 10:16:54, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0711, top1_acc: 0.6156, top5_acc: 0.8180, loss_cls: 1.5979, loss: 2.6690, grad_norm: 9.3354 2021-07-07 14:58:30,711 - mmaction - INFO - Epoch [99][680/3757] lr: 1.000e-03, eta: 2 days, 10:16:32, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9783, top1_acc: 0.6578, top5_acc: 0.8352, loss_cls: 1.4831, loss: 2.4615, grad_norm: 8.8772 2021-07-07 14:58:51,726 - mmaction - INFO - Epoch [99][700/3757] lr: 1.000e-03, eta: 2 days, 10:16:10, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0088, top1_acc: 0.6633, top5_acc: 0.8359, loss_cls: 1.4576, loss: 2.4664, grad_norm: 8.8342 2021-07-07 14:59:12,906 - mmaction - INFO - Epoch [99][720/3757] lr: 1.000e-03, eta: 2 days, 10:15:48, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6430, top5_acc: 0.8461, loss_cls: 1.4812, loss: 2.4966, grad_norm: 9.0656 2021-07-07 14:59:34,130 - mmaction - INFO - Epoch [99][740/3757] lr: 1.000e-03, eta: 2 days, 10:15:26, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0370, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.4888, loss: 2.5258, grad_norm: 9.0086 2021-07-07 14:59:55,297 - mmaction - INFO - Epoch [99][760/3757] lr: 1.000e-03, eta: 2 days, 10:15:05, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0391, top1_acc: 0.6453, top5_acc: 0.8219, loss_cls: 1.5391, loss: 2.5782, grad_norm: 9.1088 2021-07-07 15:00:16,393 - mmaction - INFO - Epoch [99][780/3757] lr: 1.000e-03, eta: 2 days, 10:14:43, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5185, loss: 2.5154, grad_norm: 9.2880 2021-07-07 15:00:37,634 - mmaction - INFO - Epoch [99][800/3757] lr: 1.000e-03, eta: 2 days, 10:14:21, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0635, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.5305, loss: 2.5940, grad_norm: 9.5338 2021-07-07 15:00:59,126 - mmaction - INFO - Epoch [99][820/3757] lr: 1.000e-03, eta: 2 days, 10:14:00, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4533, loss: 2.4464, grad_norm: 9.0727 2021-07-07 15:01:20,641 - mmaction - INFO - Epoch [99][840/3757] lr: 1.000e-03, eta: 2 days, 10:13:38, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 0.9630, top1_acc: 0.6664, top5_acc: 0.8383, loss_cls: 1.4404, loss: 2.4035, grad_norm: 8.9475 2021-07-07 15:01:41,824 - mmaction - INFO - Epoch [99][860/3757] lr: 1.000e-03, eta: 2 days, 10:13:16, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9867, top1_acc: 0.6500, top5_acc: 0.8336, loss_cls: 1.4654, loss: 2.4521, grad_norm: 8.8854 2021-07-07 15:02:03,082 - mmaction - INFO - Epoch [99][880/3757] lr: 1.000e-03, eta: 2 days, 10:12:55, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0767, top1_acc: 0.6320, top5_acc: 0.8180, loss_cls: 1.5939, loss: 2.6706, grad_norm: 9.3035 2021-07-07 15:02:23,972 - mmaction - INFO - Epoch [99][900/3757] lr: 1.000e-03, eta: 2 days, 10:12:33, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0523, top1_acc: 0.6297, top5_acc: 0.8328, loss_cls: 1.5229, loss: 2.5752, grad_norm: 9.2597 2021-07-07 15:02:45,403 - mmaction - INFO - Epoch [99][920/3757] lr: 1.000e-03, eta: 2 days, 10:12:11, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.5501, loss: 2.5612, grad_norm: 9.1446 2021-07-07 15:03:06,583 - mmaction - INFO - Epoch [99][940/3757] lr: 1.000e-03, eta: 2 days, 10:11:49, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.0148, top1_acc: 0.6609, top5_acc: 0.8430, loss_cls: 1.4551, loss: 2.4699, grad_norm: 8.9350 2021-07-07 15:03:28,062 - mmaction - INFO - Epoch [99][960/3757] lr: 1.000e-03, eta: 2 days, 10:11:28, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0422, top1_acc: 0.6359, top5_acc: 0.8391, loss_cls: 1.4911, loss: 2.5333, grad_norm: 9.0741 2021-07-07 15:03:49,192 - mmaction - INFO - Epoch [99][980/3757] lr: 1.000e-03, eta: 2 days, 10:11:06, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6617, top5_acc: 0.8406, loss_cls: 1.4419, loss: 2.4240, grad_norm: 9.0068 2021-07-07 15:04:10,395 - mmaction - INFO - Epoch [99][1000/3757] lr: 1.000e-03, eta: 2 days, 10:10:44, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0225, top1_acc: 0.6180, top5_acc: 0.8273, loss_cls: 1.5632, loss: 2.5857, grad_norm: 9.4029 2021-07-07 15:04:31,797 - mmaction - INFO - Epoch [99][1020/3757] lr: 1.000e-03, eta: 2 days, 10:10:23, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6344, top5_acc: 0.8273, loss_cls: 1.5506, loss: 2.5978, grad_norm: 9.0544 2021-07-07 15:04:52,906 - mmaction - INFO - Epoch [99][1040/3757] lr: 1.000e-03, eta: 2 days, 10:10:01, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0439, top1_acc: 0.6477, top5_acc: 0.8344, loss_cls: 1.4987, loss: 2.5426, grad_norm: 8.9732 2021-07-07 15:05:14,048 - mmaction - INFO - Epoch [99][1060/3757] lr: 1.000e-03, eta: 2 days, 10:09:39, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9844, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4727, loss: 2.4571, grad_norm: 9.1007 2021-07-07 15:05:35,593 - mmaction - INFO - Epoch [99][1080/3757] lr: 1.000e-03, eta: 2 days, 10:09:17, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.0600, top1_acc: 0.6148, top5_acc: 0.8117, loss_cls: 1.6339, loss: 2.6939, grad_norm: 9.5387 2021-07-07 15:05:56,711 - mmaction - INFO - Epoch [99][1100/3757] lr: 1.000e-03, eta: 2 days, 10:08:56, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4530, loss: 2.4165, grad_norm: 8.9497 2021-07-07 15:06:17,910 - mmaction - INFO - Epoch [99][1120/3757] lr: 1.000e-03, eta: 2 days, 10:08:34, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0295, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.5159, loss: 2.5454, grad_norm: 9.0309 2021-07-07 15:06:39,056 - mmaction - INFO - Epoch [99][1140/3757] lr: 1.000e-03, eta: 2 days, 10:08:12, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6438, top5_acc: 0.8453, loss_cls: 1.4905, loss: 2.5169, grad_norm: 9.2516 2021-07-07 15:07:00,379 - mmaction - INFO - Epoch [99][1160/3757] lr: 1.000e-03, eta: 2 days, 10:07:50, time: 1.065, data_time: 0.015, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.5275, loss: 2.5594, grad_norm: 9.0580 2021-07-07 15:07:21,426 - mmaction - INFO - Epoch [99][1180/3757] lr: 1.000e-03, eta: 2 days, 10:07:29, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0307, top1_acc: 0.6430, top5_acc: 0.8227, loss_cls: 1.5231, loss: 2.5538, grad_norm: 8.8725 2021-07-07 15:07:42,763 - mmaction - INFO - Epoch [99][1200/3757] lr: 1.000e-03, eta: 2 days, 10:07:07, time: 1.068, data_time: 0.027, memory: 6921, loss_aux: 1.0082, top1_acc: 0.6367, top5_acc: 0.8313, loss_cls: 1.5551, loss: 2.5633, grad_norm: 9.2752 2021-07-07 15:08:04,313 - mmaction - INFO - Epoch [99][1220/3757] lr: 1.000e-03, eta: 2 days, 10:06:45, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0347, top1_acc: 0.6430, top5_acc: 0.8234, loss_cls: 1.5448, loss: 2.5796, grad_norm: 9.1668 2021-07-07 15:08:25,672 - mmaction - INFO - Epoch [99][1240/3757] lr: 1.000e-03, eta: 2 days, 10:06:24, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 1.0383, top1_acc: 0.6266, top5_acc: 0.8336, loss_cls: 1.5555, loss: 2.5939, grad_norm: 8.9988 2021-07-07 15:08:47,670 - mmaction - INFO - Epoch [99][1260/3757] lr: 1.000e-03, eta: 2 days, 10:06:02, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 1.0030, top1_acc: 0.6500, top5_acc: 0.8281, loss_cls: 1.5027, loss: 2.5057, grad_norm: 8.8819 2021-07-07 15:09:08,587 - mmaction - INFO - Epoch [99][1280/3757] lr: 1.000e-03, eta: 2 days, 10:05:41, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0486, top1_acc: 0.6328, top5_acc: 0.8070, loss_cls: 1.5980, loss: 2.6467, grad_norm: 9.1134 2021-07-07 15:09:30,677 - mmaction - INFO - Epoch [99][1300/3757] lr: 1.000e-03, eta: 2 days, 10:05:19, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.0252, top1_acc: 0.6594, top5_acc: 0.8305, loss_cls: 1.5097, loss: 2.5349, grad_norm: 9.0962 2021-07-07 15:09:53,063 - mmaction - INFO - Epoch [99][1320/3757] lr: 1.000e-03, eta: 2 days, 10:04:58, time: 1.121, data_time: 0.006, memory: 6921, loss_aux: 0.9848, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.4140, loss: 2.3988, grad_norm: 8.4781 2021-07-07 15:10:14,096 - mmaction - INFO - Epoch [99][1340/3757] lr: 1.000e-03, eta: 2 days, 10:04:36, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0088, top1_acc: 0.6500, top5_acc: 0.8242, loss_cls: 1.4861, loss: 2.4950, grad_norm: 8.6790 2021-07-07 15:10:35,046 - mmaction - INFO - Epoch [99][1360/3757] lr: 1.000e-03, eta: 2 days, 10:04:15, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0298, top1_acc: 0.6336, top5_acc: 0.8227, loss_cls: 1.5313, loss: 2.5610, grad_norm: 8.8141 2021-07-07 15:10:56,626 - mmaction - INFO - Epoch [99][1380/3757] lr: 1.000e-03, eta: 2 days, 10:03:53, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6656, top5_acc: 0.8422, loss_cls: 1.4616, loss: 2.4438, grad_norm: 8.9200 2021-07-07 15:11:17,768 - mmaction - INFO - Epoch [99][1400/3757] lr: 1.000e-03, eta: 2 days, 10:03:31, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0457, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5580, loss: 2.6037, grad_norm: 9.1729 2021-07-07 15:11:38,900 - mmaction - INFO - Epoch [99][1420/3757] lr: 1.000e-03, eta: 2 days, 10:03:09, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.0409, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.5338, loss: 2.5747, grad_norm: 9.1704 2021-07-07 15:11:59,893 - mmaction - INFO - Epoch [99][1440/3757] lr: 1.000e-03, eta: 2 days, 10:02:48, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4347, loss: 2.4314, grad_norm: 8.8771 2021-07-07 15:12:21,354 - mmaction - INFO - Epoch [99][1460/3757] lr: 1.000e-03, eta: 2 days, 10:02:26, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9485, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4130, loss: 2.3615, grad_norm: 8.8057 2021-07-07 15:12:42,639 - mmaction - INFO - Epoch [99][1480/3757] lr: 1.000e-03, eta: 2 days, 10:02:04, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9809, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4231, loss: 2.4039, grad_norm: 8.7243 2021-07-07 15:13:04,358 - mmaction - INFO - Epoch [99][1500/3757] lr: 1.000e-03, eta: 2 days, 10:01:43, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6578, top5_acc: 0.8250, loss_cls: 1.4873, loss: 2.4984, grad_norm: 8.9420 2021-07-07 15:13:25,276 - mmaction - INFO - Epoch [99][1520/3757] lr: 1.000e-03, eta: 2 days, 10:01:21, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5427, loss: 2.5669, grad_norm: 8.9646 2021-07-07 15:13:46,766 - mmaction - INFO - Epoch [99][1540/3757] lr: 1.000e-03, eta: 2 days, 10:00:59, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0147, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.4629, loss: 2.4776, grad_norm: 8.9386 2021-07-07 15:14:07,785 - mmaction - INFO - Epoch [99][1560/3757] lr: 1.000e-03, eta: 2 days, 10:00:38, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0046, top1_acc: 0.6492, top5_acc: 0.8266, loss_cls: 1.4954, loss: 2.5000, grad_norm: 8.8942 2021-07-07 15:14:29,046 - mmaction - INFO - Epoch [99][1580/3757] lr: 1.000e-03, eta: 2 days, 10:00:16, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6305, top5_acc: 0.8391, loss_cls: 1.5448, loss: 2.5802, grad_norm: 9.0450 2021-07-07 15:14:50,247 - mmaction - INFO - Epoch [99][1600/3757] lr: 1.000e-03, eta: 2 days, 9:59:54, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0220, top1_acc: 0.6648, top5_acc: 0.8359, loss_cls: 1.4688, loss: 2.4908, grad_norm: 9.1764 2021-07-07 15:15:11,918 - mmaction - INFO - Epoch [99][1620/3757] lr: 1.000e-03, eta: 2 days, 9:59:33, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9940, top1_acc: 0.6320, top5_acc: 0.8266, loss_cls: 1.5308, loss: 2.5249, grad_norm: 9.1386 2021-07-07 15:15:32,925 - mmaction - INFO - Epoch [99][1640/3757] lr: 1.000e-03, eta: 2 days, 9:59:11, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0440, top1_acc: 0.6398, top5_acc: 0.8227, loss_cls: 1.5635, loss: 2.6075, grad_norm: 8.9057 2021-07-07 15:15:54,465 - mmaction - INFO - Epoch [99][1660/3757] lr: 1.000e-03, eta: 2 days, 9:58:49, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4466, loss: 2.4237, grad_norm: 8.9858 2021-07-07 15:16:15,524 - mmaction - INFO - Epoch [99][1680/3757] lr: 1.000e-03, eta: 2 days, 9:58:27, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0336, top1_acc: 0.6414, top5_acc: 0.8289, loss_cls: 1.5368, loss: 2.5704, grad_norm: 9.1663 2021-07-07 15:16:37,246 - mmaction - INFO - Epoch [99][1700/3757] lr: 1.000e-03, eta: 2 days, 9:58:06, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 0.9492, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.3972, loss: 2.3463, grad_norm: 8.8053 2021-07-07 15:16:58,947 - mmaction - INFO - Epoch [99][1720/3757] lr: 1.000e-03, eta: 2 days, 9:57:44, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 1.0236, top1_acc: 0.6539, top5_acc: 0.8258, loss_cls: 1.5264, loss: 2.5500, grad_norm: 8.9664 2021-07-07 15:17:20,142 - mmaction - INFO - Epoch [99][1740/3757] lr: 1.000e-03, eta: 2 days, 9:57:23, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6617, top5_acc: 0.8391, loss_cls: 1.4426, loss: 2.4312, grad_norm: 8.9628 2021-07-07 15:17:41,205 - mmaction - INFO - Epoch [99][1760/3757] lr: 1.000e-03, eta: 2 days, 9:57:01, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0757, top1_acc: 0.6320, top5_acc: 0.8133, loss_cls: 1.5811, loss: 2.6568, grad_norm: 9.1688 2021-07-07 15:18:02,209 - mmaction - INFO - Epoch [99][1780/3757] lr: 1.000e-03, eta: 2 days, 9:56:39, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0341, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.5305, loss: 2.5646, grad_norm: 9.1533 2021-07-07 15:18:23,788 - mmaction - INFO - Epoch [99][1800/3757] lr: 1.000e-03, eta: 2 days, 9:56:18, time: 1.080, data_time: 0.030, memory: 6921, loss_aux: 1.0062, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4433, loss: 2.4495, grad_norm: 9.0614 2021-07-07 15:18:44,875 - mmaction - INFO - Epoch [99][1820/3757] lr: 1.000e-03, eta: 2 days, 9:55:56, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0348, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.4950, loss: 2.5298, grad_norm: 9.0607 2021-07-07 15:19:06,757 - mmaction - INFO - Epoch [99][1840/3757] lr: 1.000e-03, eta: 2 days, 9:55:34, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.0424, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5279, loss: 2.5703, grad_norm: 9.3826 2021-07-07 15:19:27,915 - mmaction - INFO - Epoch [99][1860/3757] lr: 1.000e-03, eta: 2 days, 9:55:13, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0247, top1_acc: 0.6461, top5_acc: 0.8211, loss_cls: 1.5454, loss: 2.5701, grad_norm: 9.2949 2021-07-07 15:19:49,074 - mmaction - INFO - Epoch [99][1880/3757] lr: 1.000e-03, eta: 2 days, 9:54:51, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0204, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.5158, loss: 2.5361, grad_norm: 9.1293 2021-07-07 15:20:10,045 - mmaction - INFO - Epoch [99][1900/3757] lr: 1.000e-03, eta: 2 days, 9:54:29, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0378, top1_acc: 0.6289, top5_acc: 0.8289, loss_cls: 1.5121, loss: 2.5499, grad_norm: 9.0072 2021-07-07 15:20:31,181 - mmaction - INFO - Epoch [99][1920/3757] lr: 1.000e-03, eta: 2 days, 9:54:07, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4691, loss: 2.4918, grad_norm: 9.1896 2021-07-07 15:20:52,504 - mmaction - INFO - Epoch [99][1940/3757] lr: 1.000e-03, eta: 2 days, 9:53:46, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0309, top1_acc: 0.6500, top5_acc: 0.8250, loss_cls: 1.5311, loss: 2.5620, grad_norm: 9.3021 2021-07-07 15:21:13,804 - mmaction - INFO - Epoch [99][1960/3757] lr: 1.000e-03, eta: 2 days, 9:53:24, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9852, top1_acc: 0.6383, top5_acc: 0.8227, loss_cls: 1.4955, loss: 2.4806, grad_norm: 9.0971 2021-07-07 15:21:34,986 - mmaction - INFO - Epoch [99][1980/3757] lr: 1.000e-03, eta: 2 days, 9:53:02, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6492, top5_acc: 0.8211, loss_cls: 1.5267, loss: 2.5449, grad_norm: 8.8901 2021-07-07 15:21:56,017 - mmaction - INFO - Epoch [99][2000/3757] lr: 1.000e-03, eta: 2 days, 9:52:40, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9789, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.3857, loss: 2.3645, grad_norm: 9.1512 2021-07-07 15:22:17,723 - mmaction - INFO - Epoch [99][2020/3757] lr: 1.000e-03, eta: 2 days, 9:52:19, time: 1.086, data_time: 0.023, memory: 6921, loss_aux: 1.0440, top1_acc: 0.6523, top5_acc: 0.8281, loss_cls: 1.4954, loss: 2.5393, grad_norm: 8.9518 2021-07-07 15:22:39,076 - mmaction - INFO - Epoch [99][2040/3757] lr: 1.000e-03, eta: 2 days, 9:51:57, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6289, top5_acc: 0.8281, loss_cls: 1.5531, loss: 2.5903, grad_norm: 9.1312 2021-07-07 15:23:01,306 - mmaction - INFO - Epoch [99][2060/3757] lr: 1.000e-03, eta: 2 days, 9:51:36, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6547, top5_acc: 0.8367, loss_cls: 1.4391, loss: 2.4209, grad_norm: 8.9474 2021-07-07 15:23:22,361 - mmaction - INFO - Epoch [99][2080/3757] lr: 1.000e-03, eta: 2 days, 9:51:14, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0141, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.5026, loss: 2.5167, grad_norm: 9.2341 2021-07-07 15:23:43,603 - mmaction - INFO - Epoch [99][2100/3757] lr: 1.000e-03, eta: 2 days, 9:50:52, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0478, top1_acc: 0.6219, top5_acc: 0.8250, loss_cls: 1.5727, loss: 2.6205, grad_norm: 9.3515 2021-07-07 15:24:04,800 - mmaction - INFO - Epoch [99][2120/3757] lr: 1.000e-03, eta: 2 days, 9:50:31, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0612, top1_acc: 0.6312, top5_acc: 0.8172, loss_cls: 1.5892, loss: 2.6504, grad_norm: 9.3021 2021-07-07 15:24:26,077 - mmaction - INFO - Epoch [99][2140/3757] lr: 1.000e-03, eta: 2 days, 9:50:09, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0512, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.6042, loss: 2.6554, grad_norm: 9.2412 2021-07-07 15:24:47,961 - mmaction - INFO - Epoch [99][2160/3757] lr: 1.000e-03, eta: 2 days, 9:49:48, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.0283, top1_acc: 0.6594, top5_acc: 0.8273, loss_cls: 1.5333, loss: 2.5617, grad_norm: 9.0039 2021-07-07 15:25:08,948 - mmaction - INFO - Epoch [99][2180/3757] lr: 1.000e-03, eta: 2 days, 9:49:26, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0352, top1_acc: 0.6289, top5_acc: 0.8367, loss_cls: 1.5138, loss: 2.5490, grad_norm: 8.9976 2021-07-07 15:25:30,048 - mmaction - INFO - Epoch [99][2200/3757] lr: 1.000e-03, eta: 2 days, 9:49:04, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6500, top5_acc: 0.8367, loss_cls: 1.5172, loss: 2.5184, grad_norm: 9.1569 2021-07-07 15:25:52,410 - mmaction - INFO - Epoch [99][2220/3757] lr: 1.000e-03, eta: 2 days, 9:48:43, time: 1.121, data_time: 0.006, memory: 6921, loss_aux: 1.0004, top1_acc: 0.6641, top5_acc: 0.8391, loss_cls: 1.4785, loss: 2.4789, grad_norm: 9.1872 2021-07-07 15:26:13,609 - mmaction - INFO - Epoch [99][2240/3757] lr: 1.000e-03, eta: 2 days, 9:48:21, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0765, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.5955, loss: 2.6720, grad_norm: 9.3158 2021-07-07 15:26:34,654 - mmaction - INFO - Epoch [99][2260/3757] lr: 1.000e-03, eta: 2 days, 9:47:59, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0071, top1_acc: 0.6383, top5_acc: 0.8289, loss_cls: 1.5031, loss: 2.5102, grad_norm: 9.1498 2021-07-07 15:26:55,714 - mmaction - INFO - Epoch [99][2280/3757] lr: 1.000e-03, eta: 2 days, 9:47:38, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0426, top1_acc: 0.6258, top5_acc: 0.8219, loss_cls: 1.5619, loss: 2.6046, grad_norm: 9.2527 2021-07-07 15:27:17,056 - mmaction - INFO - Epoch [99][2300/3757] lr: 1.000e-03, eta: 2 days, 9:47:16, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6703, top5_acc: 0.8422, loss_cls: 1.4380, loss: 2.4430, grad_norm: 8.8252 2021-07-07 15:27:38,395 - mmaction - INFO - Epoch [99][2320/3757] lr: 1.000e-03, eta: 2 days, 9:46:54, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9891, top1_acc: 0.6570, top5_acc: 0.8289, loss_cls: 1.4825, loss: 2.4716, grad_norm: 8.8088 2021-07-07 15:28:00,394 - mmaction - INFO - Epoch [99][2340/3757] lr: 1.000e-03, eta: 2 days, 9:46:33, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.0685, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.5650, loss: 2.6335, grad_norm: 9.5164 2021-07-07 15:28:21,479 - mmaction - INFO - Epoch [99][2360/3757] lr: 1.000e-03, eta: 2 days, 9:46:11, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6398, top5_acc: 0.8273, loss_cls: 1.5245, loss: 2.5545, grad_norm: 9.1281 2021-07-07 15:28:43,503 - mmaction - INFO - Epoch [99][2380/3757] lr: 1.000e-03, eta: 2 days, 9:45:50, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 1.0151, top1_acc: 0.6242, top5_acc: 0.8258, loss_cls: 1.5375, loss: 2.5526, grad_norm: 9.2074 2021-07-07 15:29:04,646 - mmaction - INFO - Epoch [99][2400/3757] lr: 1.000e-03, eta: 2 days, 9:45:28, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0255, top1_acc: 0.6648, top5_acc: 0.8320, loss_cls: 1.4800, loss: 2.5055, grad_norm: 8.8534 2021-07-07 15:29:25,679 - mmaction - INFO - Epoch [99][2420/3757] lr: 1.000e-03, eta: 2 days, 9:45:06, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6570, top5_acc: 0.8305, loss_cls: 1.4622, loss: 2.4681, grad_norm: 9.0985 2021-07-07 15:29:46,832 - mmaction - INFO - Epoch [99][2440/3757] lr: 1.000e-03, eta: 2 days, 9:44:44, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4503, loss: 2.4635, grad_norm: 9.1575 2021-07-07 15:30:08,003 - mmaction - INFO - Epoch [99][2460/3757] lr: 1.000e-03, eta: 2 days, 9:44:23, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5036, loss: 2.5130, grad_norm: 9.0607 2021-07-07 15:30:29,285 - mmaction - INFO - Epoch [99][2480/3757] lr: 1.000e-03, eta: 2 days, 9:44:01, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.0174, top1_acc: 0.6211, top5_acc: 0.8234, loss_cls: 1.5576, loss: 2.5750, grad_norm: 9.1863 2021-07-07 15:30:50,686 - mmaction - INFO - Epoch [99][2500/3757] lr: 1.000e-03, eta: 2 days, 9:43:39, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0101, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.5126, loss: 2.5227, grad_norm: 8.9992 2021-07-07 15:31:12,239 - mmaction - INFO - Epoch [99][2520/3757] lr: 1.000e-03, eta: 2 days, 9:43:18, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 0.9905, top1_acc: 0.6547, top5_acc: 0.8320, loss_cls: 1.4461, loss: 2.4366, grad_norm: 8.8914 2021-07-07 15:31:33,325 - mmaction - INFO - Epoch [99][2540/3757] lr: 1.000e-03, eta: 2 days, 9:42:56, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0824, top1_acc: 0.6148, top5_acc: 0.8094, loss_cls: 1.5909, loss: 2.6733, grad_norm: 9.2524 2021-07-07 15:31:54,347 - mmaction - INFO - Epoch [99][2560/3757] lr: 1.000e-03, eta: 2 days, 9:42:34, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0478, top1_acc: 0.6391, top5_acc: 0.8336, loss_cls: 1.5355, loss: 2.5832, grad_norm: 9.1159 2021-07-07 15:32:15,602 - mmaction - INFO - Epoch [99][2580/3757] lr: 1.000e-03, eta: 2 days, 9:42:13, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9952, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4645, loss: 2.4596, grad_norm: 9.0090 2021-07-07 15:32:36,877 - mmaction - INFO - Epoch [99][2600/3757] lr: 1.000e-03, eta: 2 days, 9:41:51, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0726, top1_acc: 0.6172, top5_acc: 0.8242, loss_cls: 1.6076, loss: 2.6802, grad_norm: 9.5005 2021-07-07 15:32:57,929 - mmaction - INFO - Epoch [99][2620/3757] lr: 1.000e-03, eta: 2 days, 9:41:29, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.5139, loss: 2.5332, grad_norm: 9.1098 2021-07-07 15:33:19,187 - mmaction - INFO - Epoch [99][2640/3757] lr: 1.000e-03, eta: 2 days, 9:41:07, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5200, loss: 2.5364, grad_norm: 9.1775 2021-07-07 15:33:40,305 - mmaction - INFO - Epoch [99][2660/3757] lr: 1.000e-03, eta: 2 days, 9:40:46, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0339, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5388, loss: 2.5727, grad_norm: 9.3291 2021-07-07 15:34:02,549 - mmaction - INFO - Epoch [99][2680/3757] lr: 1.000e-03, eta: 2 days, 9:40:24, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 0.9731, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4559, loss: 2.4290, grad_norm: 9.1284 2021-07-07 15:34:23,547 - mmaction - INFO - Epoch [99][2700/3757] lr: 1.000e-03, eta: 2 days, 9:40:03, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5398, loss: 2.5758, grad_norm: 9.4469 2021-07-07 15:34:44,420 - mmaction - INFO - Epoch [99][2720/3757] lr: 1.000e-03, eta: 2 days, 9:39:41, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4321, loss: 2.4195, grad_norm: 9.1555 2021-07-07 15:35:05,534 - mmaction - INFO - Epoch [99][2740/3757] lr: 1.000e-03, eta: 2 days, 9:39:19, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0630, top1_acc: 0.6359, top5_acc: 0.8219, loss_cls: 1.5602, loss: 2.6232, grad_norm: 9.0511 2021-07-07 15:35:26,502 - mmaction - INFO - Epoch [99][2760/3757] lr: 1.000e-03, eta: 2 days, 9:38:57, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0192, top1_acc: 0.6562, top5_acc: 0.8336, loss_cls: 1.5086, loss: 2.5277, grad_norm: 9.0998 2021-07-07 15:35:48,138 - mmaction - INFO - Epoch [99][2780/3757] lr: 1.000e-03, eta: 2 days, 9:38:35, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.0200, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.5013, loss: 2.5214, grad_norm: 9.1791 2021-07-07 15:36:09,711 - mmaction - INFO - Epoch [99][2800/3757] lr: 1.000e-03, eta: 2 days, 9:38:14, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0844, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.6348, loss: 2.7192, grad_norm: 9.3510 2021-07-07 15:36:30,924 - mmaction - INFO - Epoch [99][2820/3757] lr: 1.000e-03, eta: 2 days, 9:37:52, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0470, top1_acc: 0.6289, top5_acc: 0.8320, loss_cls: 1.5345, loss: 2.5815, grad_norm: 8.9408 2021-07-07 15:36:51,946 - mmaction - INFO - Epoch [99][2840/3757] lr: 1.000e-03, eta: 2 days, 9:37:30, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9558, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3550, loss: 2.3109, grad_norm: 8.6448 2021-07-07 15:37:13,212 - mmaction - INFO - Epoch [99][2860/3757] lr: 1.000e-03, eta: 2 days, 9:37:09, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6531, top5_acc: 0.8344, loss_cls: 1.4570, loss: 2.4716, grad_norm: 8.9693 2021-07-07 15:37:34,318 - mmaction - INFO - Epoch [99][2880/3757] lr: 1.000e-03, eta: 2 days, 9:36:47, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9947, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4179, loss: 2.4126, grad_norm: 8.9513 2021-07-07 15:37:55,540 - mmaction - INFO - Epoch [99][2900/3757] lr: 1.000e-03, eta: 2 days, 9:36:25, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0384, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.5305, loss: 2.5689, grad_norm: 9.2444 2021-07-07 15:38:16,736 - mmaction - INFO - Epoch [99][2920/3757] lr: 1.000e-03, eta: 2 days, 9:36:03, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0317, top1_acc: 0.6344, top5_acc: 0.8234, loss_cls: 1.5347, loss: 2.5665, grad_norm: 9.2445 2021-07-07 15:38:38,516 - mmaction - INFO - Epoch [99][2940/3757] lr: 1.000e-03, eta: 2 days, 9:35:42, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.0365, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.5026, loss: 2.5391, grad_norm: 9.2247 2021-07-07 15:38:59,573 - mmaction - INFO - Epoch [99][2960/3757] lr: 1.000e-03, eta: 2 days, 9:35:20, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5314, loss: 2.5458, grad_norm: 9.2522 2021-07-07 15:39:20,903 - mmaction - INFO - Epoch [99][2980/3757] lr: 1.000e-03, eta: 2 days, 9:34:59, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0835, top1_acc: 0.6250, top5_acc: 0.8086, loss_cls: 1.5947, loss: 2.6782, grad_norm: 9.1630 2021-07-07 15:39:42,173 - mmaction - INFO - Epoch [99][3000/3757] lr: 1.000e-03, eta: 2 days, 9:34:37, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.5046, loss: 2.5135, grad_norm: 9.0748 2021-07-07 15:40:03,387 - mmaction - INFO - Epoch [99][3020/3757] lr: 1.000e-03, eta: 2 days, 9:34:15, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0440, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.5513, loss: 2.5953, grad_norm: 9.2881 2021-07-07 15:40:24,643 - mmaction - INFO - Epoch [99][3040/3757] lr: 1.000e-03, eta: 2 days, 9:33:53, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.0225, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.5151, loss: 2.5376, grad_norm: 8.9821 2021-07-07 15:40:45,796 - mmaction - INFO - Epoch [99][3060/3757] lr: 1.000e-03, eta: 2 days, 9:33:32, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9959, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4276, loss: 2.4235, grad_norm: 8.9386 2021-07-07 15:41:07,101 - mmaction - INFO - Epoch [99][3080/3757] lr: 1.000e-03, eta: 2 days, 9:33:10, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0654, top1_acc: 0.6172, top5_acc: 0.8320, loss_cls: 1.5872, loss: 2.6526, grad_norm: 9.5771 2021-07-07 15:41:28,146 - mmaction - INFO - Epoch [99][3100/3757] lr: 1.000e-03, eta: 2 days, 9:32:48, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0362, top1_acc: 0.6266, top5_acc: 0.8195, loss_cls: 1.5700, loss: 2.6063, grad_norm: 9.1848 2021-07-07 15:41:49,331 - mmaction - INFO - Epoch [99][3120/3757] lr: 1.000e-03, eta: 2 days, 9:32:26, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9934, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4665, loss: 2.4599, grad_norm: 9.0675 2021-07-07 15:42:10,465 - mmaction - INFO - Epoch [99][3140/3757] lr: 1.000e-03, eta: 2 days, 9:32:05, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6586, top5_acc: 0.8273, loss_cls: 1.4650, loss: 2.4517, grad_norm: 8.5812 2021-07-07 15:42:31,978 - mmaction - INFO - Epoch [99][3160/3757] lr: 1.000e-03, eta: 2 days, 9:31:43, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.5070, loss: 2.5407, grad_norm: 9.1696 2021-07-07 15:42:53,156 - mmaction - INFO - Epoch [99][3180/3757] lr: 1.000e-03, eta: 2 days, 9:31:21, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5172, loss: 2.5528, grad_norm: 8.9494 2021-07-07 15:43:14,668 - mmaction - INFO - Epoch [99][3200/3757] lr: 1.000e-03, eta: 2 days, 9:31:00, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0241, top1_acc: 0.6312, top5_acc: 0.8297, loss_cls: 1.5418, loss: 2.5659, grad_norm: 9.1825 2021-07-07 15:43:35,900 - mmaction - INFO - Epoch [99][3220/3757] lr: 1.000e-03, eta: 2 days, 9:30:38, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0355, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5502, loss: 2.5857, grad_norm: 9.4322 2021-07-07 15:43:57,060 - mmaction - INFO - Epoch [99][3240/3757] lr: 1.000e-03, eta: 2 days, 9:30:16, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0138, top1_acc: 0.6531, top5_acc: 0.8461, loss_cls: 1.4487, loss: 2.4625, grad_norm: 8.8267 2021-07-07 15:44:18,241 - mmaction - INFO - Epoch [99][3260/3757] lr: 1.000e-03, eta: 2 days, 9:29:55, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0074, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4580, loss: 2.4654, grad_norm: 8.9704 2021-07-07 15:44:39,603 - mmaction - INFO - Epoch [99][3280/3757] lr: 1.000e-03, eta: 2 days, 9:29:33, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9961, top1_acc: 0.6516, top5_acc: 0.8219, loss_cls: 1.4869, loss: 2.4830, grad_norm: 8.9466 2021-07-07 15:45:00,746 - mmaction - INFO - Epoch [99][3300/3757] lr: 1.000e-03, eta: 2 days, 9:29:11, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0027, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.4663, loss: 2.4691, grad_norm: 8.9499 2021-07-07 15:45:21,840 - mmaction - INFO - Epoch [99][3320/3757] lr: 1.000e-03, eta: 2 days, 9:28:49, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0057, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.4900, loss: 2.4957, grad_norm: 9.0973 2021-07-07 15:45:43,018 - mmaction - INFO - Epoch [99][3340/3757] lr: 1.000e-03, eta: 2 days, 9:28:28, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0066, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4710, loss: 2.4776, grad_norm: 8.7618 2021-07-07 15:46:04,245 - mmaction - INFO - Epoch [99][3360/3757] lr: 1.000e-03, eta: 2 days, 9:28:06, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0442, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.5369, loss: 2.5812, grad_norm: 9.2293 2021-07-07 15:46:25,432 - mmaction - INFO - Epoch [99][3380/3757] lr: 1.000e-03, eta: 2 days, 9:27:44, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.0197, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4579, loss: 2.4775, grad_norm: 8.8815 2021-07-07 15:46:47,112 - mmaction - INFO - Epoch [99][3400/3757] lr: 1.000e-03, eta: 2 days, 9:27:23, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.0425, top1_acc: 0.6438, top5_acc: 0.8266, loss_cls: 1.5136, loss: 2.5561, grad_norm: 9.1677 2021-07-07 15:47:08,200 - mmaction - INFO - Epoch [99][3420/3757] lr: 1.000e-03, eta: 2 days, 9:27:01, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0416, top1_acc: 0.6305, top5_acc: 0.8445, loss_cls: 1.5342, loss: 2.5758, grad_norm: 9.2864 2021-07-07 15:47:29,469 - mmaction - INFO - Epoch [99][3440/3757] lr: 1.000e-03, eta: 2 days, 9:26:39, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0335, top1_acc: 0.6328, top5_acc: 0.8187, loss_cls: 1.5717, loss: 2.6053, grad_norm: 9.2390 2021-07-07 15:47:50,641 - mmaction - INFO - Epoch [99][3460/3757] lr: 1.000e-03, eta: 2 days, 9:26:17, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0306, top1_acc: 0.6430, top5_acc: 0.8305, loss_cls: 1.5011, loss: 2.5317, grad_norm: 9.1343 2021-07-07 15:48:11,793 - mmaction - INFO - Epoch [99][3480/3757] lr: 1.000e-03, eta: 2 days, 9:25:56, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9698, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4093, loss: 2.3791, grad_norm: 8.9872 2021-07-07 15:48:32,980 - mmaction - INFO - Epoch [99][3500/3757] lr: 1.000e-03, eta: 2 days, 9:25:34, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0455, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5697, loss: 2.6152, grad_norm: 9.1485 2021-07-07 15:48:53,952 - mmaction - INFO - Epoch [99][3520/3757] lr: 1.000e-03, eta: 2 days, 9:25:12, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0513, top1_acc: 0.6242, top5_acc: 0.8266, loss_cls: 1.5825, loss: 2.6338, grad_norm: 9.4989 2021-07-07 15:49:15,175 - mmaction - INFO - Epoch [99][3540/3757] lr: 1.000e-03, eta: 2 days, 9:24:50, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0390, top1_acc: 0.6500, top5_acc: 0.8305, loss_cls: 1.5348, loss: 2.5738, grad_norm: 9.0457 2021-07-07 15:49:36,295 - mmaction - INFO - Epoch [99][3560/3757] lr: 1.000e-03, eta: 2 days, 9:24:29, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0204, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4999, loss: 2.5202, grad_norm: 9.2179 2021-07-07 15:49:57,703 - mmaction - INFO - Epoch [99][3580/3757] lr: 1.000e-03, eta: 2 days, 9:24:07, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6297, top5_acc: 0.8289, loss_cls: 1.5578, loss: 2.5932, grad_norm: 9.2331 2021-07-07 15:50:18,850 - mmaction - INFO - Epoch [99][3600/3757] lr: 1.000e-03, eta: 2 days, 9:23:45, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0505, top1_acc: 0.6445, top5_acc: 0.8258, loss_cls: 1.5243, loss: 2.5748, grad_norm: 9.1451 2021-07-07 15:50:39,934 - mmaction - INFO - Epoch [99][3620/3757] lr: 1.000e-03, eta: 2 days, 9:23:23, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0484, top1_acc: 0.6305, top5_acc: 0.8266, loss_cls: 1.5385, loss: 2.5869, grad_norm: 9.0655 2021-07-07 15:51:02,008 - mmaction - INFO - Epoch [99][3640/3757] lr: 1.000e-03, eta: 2 days, 9:23:02, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 0.9834, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4175, loss: 2.4009, grad_norm: 8.8360 2021-07-07 15:51:23,167 - mmaction - INFO - Epoch [99][3660/3757] lr: 1.000e-03, eta: 2 days, 9:22:40, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6516, top5_acc: 0.8234, loss_cls: 1.5033, loss: 2.5062, grad_norm: 8.9610 2021-07-07 15:51:44,379 - mmaction - INFO - Epoch [99][3680/3757] lr: 1.000e-03, eta: 2 days, 9:22:19, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6695, top5_acc: 0.8422, loss_cls: 1.4399, loss: 2.4208, grad_norm: 8.8497 2021-07-07 15:52:05,577 - mmaction - INFO - Epoch [99][3700/3757] lr: 1.000e-03, eta: 2 days, 9:21:57, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.0110, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.5047, loss: 2.5157, grad_norm: 9.0763 2021-07-07 15:52:27,473 - mmaction - INFO - Epoch [99][3720/3757] lr: 1.000e-03, eta: 2 days, 9:21:36, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.0450, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5544, loss: 2.5994, grad_norm: 9.4926 2021-07-07 15:52:48,458 - mmaction - INFO - Epoch [99][3740/3757] lr: 1.000e-03, eta: 2 days, 9:21:14, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0364, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.5405, loss: 2.5769, grad_norm: 9.1675 2021-07-07 15:53:06,491 - mmaction - INFO - Saving checkpoint at 99 epochs 2021-07-07 15:54:09,921 - mmaction - INFO - Epoch [100][20/3757] lr: 1.000e-03, eta: 2 days, 9:20:45, time: 3.088, data_time: 2.064, memory: 6921, loss_aux: 1.0378, top1_acc: 0.6438, top5_acc: 0.8266, loss_cls: 1.5558, loss: 2.5936, grad_norm: 9.1418 2021-07-07 15:54:30,998 - mmaction - INFO - Epoch [100][40/3757] lr: 1.000e-03, eta: 2 days, 9:20:23, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0570, top1_acc: 0.6242, top5_acc: 0.8297, loss_cls: 1.5494, loss: 2.6064, grad_norm: 9.4096 2021-07-07 15:54:51,912 - mmaction - INFO - Epoch [100][60/3757] lr: 1.000e-03, eta: 2 days, 9:20:01, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9977, top1_acc: 0.6734, top5_acc: 0.8352, loss_cls: 1.4270, loss: 2.4247, grad_norm: 8.7609 2021-07-07 15:55:14,227 - mmaction - INFO - Epoch [100][80/3757] lr: 1.000e-03, eta: 2 days, 9:19:40, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.0086, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.4714, loss: 2.4800, grad_norm: 9.2955 2021-07-07 15:55:35,040 - mmaction - INFO - Epoch [100][100/3757] lr: 1.000e-03, eta: 2 days, 9:19:18, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.0201, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4468, loss: 2.4669, grad_norm: 9.1704 2021-07-07 15:55:56,556 - mmaction - INFO - Epoch [100][120/3757] lr: 1.000e-03, eta: 2 days, 9:18:57, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.0018, top1_acc: 0.6547, top5_acc: 0.8328, loss_cls: 1.4736, loss: 2.4754, grad_norm: 9.1015 2021-07-07 15:56:17,716 - mmaction - INFO - Epoch [100][140/3757] lr: 1.000e-03, eta: 2 days, 9:18:35, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9586, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3833, loss: 2.3420, grad_norm: 8.7502 2021-07-07 15:56:38,694 - mmaction - INFO - Epoch [100][160/3757] lr: 1.000e-03, eta: 2 days, 9:18:13, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0210, top1_acc: 0.6320, top5_acc: 0.8398, loss_cls: 1.5234, loss: 2.5444, grad_norm: 9.1577 2021-07-07 15:56:59,633 - mmaction - INFO - Epoch [100][180/3757] lr: 1.000e-03, eta: 2 days, 9:17:51, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0528, top1_acc: 0.6367, top5_acc: 0.8336, loss_cls: 1.5540, loss: 2.6068, grad_norm: 9.3925 2021-07-07 15:57:20,728 - mmaction - INFO - Epoch [100][200/3757] lr: 1.000e-03, eta: 2 days, 9:17:30, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0027, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4576, loss: 2.4603, grad_norm: 9.0514 2021-07-07 15:57:41,970 - mmaction - INFO - Epoch [100][220/3757] lr: 1.000e-03, eta: 2 days, 9:17:08, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0294, top1_acc: 0.6484, top5_acc: 0.8281, loss_cls: 1.5297, loss: 2.5592, grad_norm: 9.1746 2021-07-07 15:58:03,083 - mmaction - INFO - Epoch [100][240/3757] lr: 1.000e-03, eta: 2 days, 9:16:46, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9867, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4466, loss: 2.4333, grad_norm: 8.9049 2021-07-07 15:58:24,304 - mmaction - INFO - Epoch [100][260/3757] lr: 1.000e-03, eta: 2 days, 9:16:24, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9934, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4550, loss: 2.4485, grad_norm: 9.1129 2021-07-07 15:58:45,679 - mmaction - INFO - Epoch [100][280/3757] lr: 1.000e-03, eta: 2 days, 9:16:03, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0205, top1_acc: 0.6414, top5_acc: 0.8211, loss_cls: 1.5304, loss: 2.5509, grad_norm: 9.4116 2021-07-07 15:59:07,329 - mmaction - INFO - Epoch [100][300/3757] lr: 1.000e-03, eta: 2 days, 9:15:41, time: 1.088, data_time: 0.007, memory: 6921, loss_aux: 1.0255, top1_acc: 0.6367, top5_acc: 0.8266, loss_cls: 1.5164, loss: 2.5419, grad_norm: 8.9896 2021-07-07 15:59:28,415 - mmaction - INFO - Epoch [100][320/3757] lr: 1.000e-03, eta: 2 days, 9:15:19, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6547, top5_acc: 0.8383, loss_cls: 1.4780, loss: 2.4769, grad_norm: 9.2576 2021-07-07 15:59:49,444 - mmaction - INFO - Epoch [100][340/3757] lr: 1.000e-03, eta: 2 days, 9:14:58, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9730, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.4423, loss: 2.4153, grad_norm: 9.1697 2021-07-07 16:00:10,966 - mmaction - INFO - Epoch [100][360/3757] lr: 1.000e-03, eta: 2 days, 9:14:36, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4864, loss: 2.5025, grad_norm: 9.2331 2021-07-07 16:00:32,115 - mmaction - INFO - Epoch [100][380/3757] lr: 1.000e-03, eta: 2 days, 9:14:14, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0169, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4692, loss: 2.4861, grad_norm: 8.8615 2021-07-07 16:00:53,384 - mmaction - INFO - Epoch [100][400/3757] lr: 1.000e-03, eta: 2 days, 9:13:53, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.4749, loss: 2.4813, grad_norm: 8.9766 2021-07-07 16:01:14,604 - mmaction - INFO - Epoch [100][420/3757] lr: 1.000e-03, eta: 2 days, 9:13:31, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9509, top1_acc: 0.6586, top5_acc: 0.8555, loss_cls: 1.3780, loss: 2.3288, grad_norm: 8.7035 2021-07-07 16:01:36,717 - mmaction - INFO - Epoch [100][440/3757] lr: 1.000e-03, eta: 2 days, 9:13:10, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6586, top5_acc: 0.8320, loss_cls: 1.4870, loss: 2.4973, grad_norm: 8.9678 2021-07-07 16:01:57,643 - mmaction - INFO - Epoch [100][460/3757] lr: 1.000e-03, eta: 2 days, 9:12:48, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4495, loss: 2.4568, grad_norm: 8.9177 2021-07-07 16:02:18,768 - mmaction - INFO - Epoch [100][480/3757] lr: 1.000e-03, eta: 2 days, 9:12:26, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0362, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.4944, loss: 2.5306, grad_norm: 9.0403 2021-07-07 16:02:39,765 - mmaction - INFO - Epoch [100][500/3757] lr: 1.000e-03, eta: 2 days, 9:12:04, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4478, loss: 2.4291, grad_norm: 9.0392 2021-07-07 16:03:01,576 - mmaction - INFO - Epoch [100][520/3757] lr: 1.000e-03, eta: 2 days, 9:11:43, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 0.9859, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4475, loss: 2.4333, grad_norm: 9.0217 2021-07-07 16:03:22,966 - mmaction - INFO - Epoch [100][540/3757] lr: 1.000e-03, eta: 2 days, 9:11:21, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 0.9962, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.4636, loss: 2.4598, grad_norm: 8.8542 2021-07-07 16:03:43,996 - mmaction - INFO - Epoch [100][560/3757] lr: 1.000e-03, eta: 2 days, 9:10:59, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.5191, loss: 2.5563, grad_norm: 9.1458 2021-07-07 16:04:05,129 - mmaction - INFO - Epoch [100][580/3757] lr: 1.000e-03, eta: 2 days, 9:10:38, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4449, loss: 2.4271, grad_norm: 8.7802 2021-07-07 16:04:26,363 - mmaction - INFO - Epoch [100][600/3757] lr: 1.000e-03, eta: 2 days, 9:10:16, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0314, top1_acc: 0.6250, top5_acc: 0.8313, loss_cls: 1.5165, loss: 2.5479, grad_norm: 9.1066 2021-07-07 16:04:47,315 - mmaction - INFO - Epoch [100][620/3757] lr: 1.000e-03, eta: 2 days, 9:09:54, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.0070, top1_acc: 0.6281, top5_acc: 0.8289, loss_cls: 1.5327, loss: 2.5397, grad_norm: 9.1318 2021-07-07 16:05:08,968 - mmaction - INFO - Epoch [100][640/3757] lr: 1.000e-03, eta: 2 days, 9:09:32, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.0371, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.5171, loss: 2.5542, grad_norm: 9.2547 2021-07-07 16:05:30,340 - mmaction - INFO - Epoch [100][660/3757] lr: 1.000e-03, eta: 2 days, 9:09:11, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0167, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4564, loss: 2.4730, grad_norm: 8.8929 2021-07-07 16:05:51,517 - mmaction - INFO - Epoch [100][680/3757] lr: 1.000e-03, eta: 2 days, 9:08:49, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6695, top5_acc: 0.8523, loss_cls: 1.3970, loss: 2.3783, grad_norm: 8.9109 2021-07-07 16:06:12,529 - mmaction - INFO - Epoch [100][700/3757] lr: 1.000e-03, eta: 2 days, 9:08:27, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0259, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.4903, loss: 2.5161, grad_norm: 9.0756 2021-07-07 16:06:33,699 - mmaction - INFO - Epoch [100][720/3757] lr: 1.000e-03, eta: 2 days, 9:08:05, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9898, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4726, loss: 2.4624, grad_norm: 9.1012 2021-07-07 16:06:54,920 - mmaction - INFO - Epoch [100][740/3757] lr: 1.000e-03, eta: 2 days, 9:07:44, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6453, top5_acc: 0.8219, loss_cls: 1.4770, loss: 2.4654, grad_norm: 9.1175 2021-07-07 16:07:15,856 - mmaction - INFO - Epoch [100][760/3757] lr: 1.000e-03, eta: 2 days, 9:07:22, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0248, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.4979, loss: 2.5227, grad_norm: 9.2251 2021-07-07 16:07:37,509 - mmaction - INFO - Epoch [100][780/3757] lr: 1.000e-03, eta: 2 days, 9:07:00, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4744, loss: 2.4681, grad_norm: 8.9229 2021-07-07 16:07:59,107 - mmaction - INFO - Epoch [100][800/3757] lr: 1.000e-03, eta: 2 days, 9:06:39, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.0251, top1_acc: 0.6477, top5_acc: 0.8227, loss_cls: 1.5818, loss: 2.6068, grad_norm: 9.2959 2021-07-07 16:08:20,160 - mmaction - INFO - Epoch [100][820/3757] lr: 1.000e-03, eta: 2 days, 9:06:17, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0127, top1_acc: 0.6391, top5_acc: 0.8211, loss_cls: 1.5330, loss: 2.5457, grad_norm: 9.0290 2021-07-07 16:08:41,552 - mmaction - INFO - Epoch [100][840/3757] lr: 1.000e-03, eta: 2 days, 9:05:55, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6570, top5_acc: 0.8367, loss_cls: 1.4886, loss: 2.5025, grad_norm: 9.0921 2021-07-07 16:09:02,726 - mmaction - INFO - Epoch [100][860/3757] lr: 1.000e-03, eta: 2 days, 9:05:34, time: 1.061, data_time: 0.007, memory: 6921, loss_aux: 0.9501, top1_acc: 0.6703, top5_acc: 0.8422, loss_cls: 1.4105, loss: 2.3606, grad_norm: 8.7681 2021-07-07 16:09:23,674 - mmaction - INFO - Epoch [100][880/3757] lr: 1.000e-03, eta: 2 days, 9:05:12, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0485, top1_acc: 0.6273, top5_acc: 0.8289, loss_cls: 1.5715, loss: 2.6199, grad_norm: 9.5532 2021-07-07 16:09:45,735 - mmaction - INFO - Epoch [100][900/3757] lr: 1.000e-03, eta: 2 days, 9:04:51, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.0289, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.5147, loss: 2.5437, grad_norm: 9.2156 2021-07-07 16:10:07,072 - mmaction - INFO - Epoch [100][920/3757] lr: 1.000e-03, eta: 2 days, 9:04:29, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9819, top1_acc: 0.6695, top5_acc: 0.8375, loss_cls: 1.4410, loss: 2.4229, grad_norm: 8.9965 2021-07-07 16:10:28,163 - mmaction - INFO - Epoch [100][940/3757] lr: 1.000e-03, eta: 2 days, 9:04:07, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9897, top1_acc: 0.6469, top5_acc: 0.8539, loss_cls: 1.4262, loss: 2.4160, grad_norm: 9.0319 2021-07-07 16:10:49,063 - mmaction - INFO - Epoch [100][960/3757] lr: 1.000e-03, eta: 2 days, 9:03:45, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4262, loss: 2.4264, grad_norm: 9.0576 2021-07-07 16:11:10,185 - mmaction - INFO - Epoch [100][980/3757] lr: 1.000e-03, eta: 2 days, 9:03:23, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0253, top1_acc: 0.6414, top5_acc: 0.8250, loss_cls: 1.5051, loss: 2.5304, grad_norm: 9.1736 2021-07-07 16:11:31,991 - mmaction - INFO - Epoch [100][1000/3757] lr: 1.000e-03, eta: 2 days, 9:03:02, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6430, top5_acc: 0.8203, loss_cls: 1.5215, loss: 2.5695, grad_norm: 9.0447 2021-07-07 16:11:52,990 - mmaction - INFO - Epoch [100][1020/3757] lr: 1.000e-03, eta: 2 days, 9:02:40, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0261, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.4769, loss: 2.5031, grad_norm: 9.1743 2021-07-07 16:12:14,509 - mmaction - INFO - Epoch [100][1040/3757] lr: 1.000e-03, eta: 2 days, 9:02:19, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.0280, top1_acc: 0.6477, top5_acc: 0.8453, loss_cls: 1.4799, loss: 2.5079, grad_norm: 9.2147 2021-07-07 16:12:35,708 - mmaction - INFO - Epoch [100][1060/3757] lr: 1.000e-03, eta: 2 days, 9:01:57, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6320, top5_acc: 0.8297, loss_cls: 1.4877, loss: 2.5103, grad_norm: 9.2496 2021-07-07 16:12:56,846 - mmaction - INFO - Epoch [100][1080/3757] lr: 1.000e-03, eta: 2 days, 9:01:35, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0213, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.4923, loss: 2.5135, grad_norm: 9.2445 2021-07-07 16:13:18,683 - mmaction - INFO - Epoch [100][1100/3757] lr: 1.000e-03, eta: 2 days, 9:01:14, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3821, loss: 2.3687, grad_norm: 8.9610 2021-07-07 16:13:39,963 - mmaction - INFO - Epoch [100][1120/3757] lr: 1.000e-03, eta: 2 days, 9:00:52, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0096, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.4697, loss: 2.4794, grad_norm: 9.0202 2021-07-07 16:14:01,060 - mmaction - INFO - Epoch [100][1140/3757] lr: 1.000e-03, eta: 2 days, 9:00:30, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0175, top1_acc: 0.6336, top5_acc: 0.8375, loss_cls: 1.5008, loss: 2.5184, grad_norm: 9.2187 2021-07-07 16:14:22,274 - mmaction - INFO - Epoch [100][1160/3757] lr: 1.000e-03, eta: 2 days, 9:00:09, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4434, loss: 2.4428, grad_norm: 9.0394 2021-07-07 16:14:43,381 - mmaction - INFO - Epoch [100][1180/3757] lr: 1.000e-03, eta: 2 days, 8:59:47, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3654, loss: 2.3517, grad_norm: 8.9748 2021-07-07 16:15:04,704 - mmaction - INFO - Epoch [100][1200/3757] lr: 1.000e-03, eta: 2 days, 8:59:25, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.4880, loss: 2.4959, grad_norm: 9.1328 2021-07-07 16:15:25,879 - mmaction - INFO - Epoch [100][1220/3757] lr: 1.000e-03, eta: 2 days, 8:59:03, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6523, top5_acc: 0.8320, loss_cls: 1.4630, loss: 2.4790, grad_norm: 9.0684 2021-07-07 16:15:47,004 - mmaction - INFO - Epoch [100][1240/3757] lr: 1.000e-03, eta: 2 days, 8:58:42, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0589, top1_acc: 0.6258, top5_acc: 0.8328, loss_cls: 1.5460, loss: 2.6049, grad_norm: 9.4915 2021-07-07 16:16:08,032 - mmaction - INFO - Epoch [100][1260/3757] lr: 1.000e-03, eta: 2 days, 8:58:20, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0172, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.5049, loss: 2.5221, grad_norm: 9.3889 2021-07-07 16:16:29,158 - mmaction - INFO - Epoch [100][1280/3757] lr: 1.000e-03, eta: 2 days, 8:57:58, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0284, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5156, loss: 2.5441, grad_norm: 9.1886 2021-07-07 16:16:50,275 - mmaction - INFO - Epoch [100][1300/3757] lr: 1.000e-03, eta: 2 days, 8:57:36, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9848, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4543, loss: 2.4390, grad_norm: 9.1237 2021-07-07 16:17:11,280 - mmaction - INFO - Epoch [100][1320/3757] lr: 1.000e-03, eta: 2 days, 8:57:14, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.0147, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5092, loss: 2.5239, grad_norm: 9.0087 2021-07-07 16:17:32,955 - mmaction - INFO - Epoch [100][1340/3757] lr: 1.000e-03, eta: 2 days, 8:56:53, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.0222, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.4726, loss: 2.4948, grad_norm: 9.0216 2021-07-07 16:17:54,572 - mmaction - INFO - Epoch [100][1360/3757] lr: 1.000e-03, eta: 2 days, 8:56:31, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6500, top5_acc: 0.8305, loss_cls: 1.4817, loss: 2.4878, grad_norm: 8.8398 2021-07-07 16:18:15,753 - mmaction - INFO - Epoch [100][1380/3757] lr: 1.000e-03, eta: 2 days, 8:56:10, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6258, top5_acc: 0.8273, loss_cls: 1.5586, loss: 2.6050, grad_norm: 9.3876 2021-07-07 16:18:36,884 - mmaction - INFO - Epoch [100][1400/3757] lr: 1.000e-03, eta: 2 days, 8:55:48, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0482, top1_acc: 0.6484, top5_acc: 0.8297, loss_cls: 1.5276, loss: 2.5758, grad_norm: 9.2754 2021-07-07 16:18:57,918 - mmaction - INFO - Epoch [100][1420/3757] lr: 1.000e-03, eta: 2 days, 8:55:26, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0332, top1_acc: 0.6383, top5_acc: 0.8250, loss_cls: 1.5287, loss: 2.5620, grad_norm: 9.1846 2021-07-07 16:19:19,192 - mmaction - INFO - Epoch [100][1440/3757] lr: 1.000e-03, eta: 2 days, 8:55:04, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0859, top1_acc: 0.6258, top5_acc: 0.8125, loss_cls: 1.6207, loss: 2.7066, grad_norm: 9.3700 2021-07-07 16:19:40,688 - mmaction - INFO - Epoch [100][1460/3757] lr: 1.000e-03, eta: 2 days, 8:54:43, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0802, top1_acc: 0.6078, top5_acc: 0.8094, loss_cls: 1.6602, loss: 2.7404, grad_norm: 9.6547 2021-07-07 16:20:02,383 - mmaction - INFO - Epoch [100][1480/3757] lr: 1.000e-03, eta: 2 days, 8:54:21, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 0.9801, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4462, loss: 2.4263, grad_norm: 8.9979 2021-07-07 16:20:23,431 - mmaction - INFO - Epoch [100][1500/3757] lr: 1.000e-03, eta: 2 days, 8:54:00, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0674, top1_acc: 0.6383, top5_acc: 0.8258, loss_cls: 1.5463, loss: 2.6137, grad_norm: 9.1010 2021-07-07 16:20:44,443 - mmaction - INFO - Epoch [100][1520/3757] lr: 1.000e-03, eta: 2 days, 8:53:38, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0498, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.5804, loss: 2.6303, grad_norm: 9.3304 2021-07-07 16:21:05,397 - mmaction - INFO - Epoch [100][1540/3757] lr: 1.000e-03, eta: 2 days, 8:53:16, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0264, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5427, loss: 2.5692, grad_norm: 9.5272 2021-07-07 16:21:26,465 - mmaction - INFO - Epoch [100][1560/3757] lr: 1.000e-03, eta: 2 days, 8:52:54, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0391, top1_acc: 0.6352, top5_acc: 0.8258, loss_cls: 1.5612, loss: 2.6003, grad_norm: 9.1700 2021-07-07 16:21:47,612 - mmaction - INFO - Epoch [100][1580/3757] lr: 1.000e-03, eta: 2 days, 8:52:32, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0298, top1_acc: 0.6430, top5_acc: 0.8250, loss_cls: 1.5416, loss: 2.5714, grad_norm: 9.5564 2021-07-07 16:22:08,880 - mmaction - INFO - Epoch [100][1600/3757] lr: 1.000e-03, eta: 2 days, 8:52:11, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0344, top1_acc: 0.6398, top5_acc: 0.8164, loss_cls: 1.5435, loss: 2.5779, grad_norm: 9.2871 2021-07-07 16:22:29,837 - mmaction - INFO - Epoch [100][1620/3757] lr: 1.000e-03, eta: 2 days, 8:51:49, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6453, top5_acc: 0.8375, loss_cls: 1.4948, loss: 2.5218, grad_norm: 9.0803 2021-07-07 16:22:50,934 - mmaction - INFO - Epoch [100][1640/3757] lr: 1.000e-03, eta: 2 days, 8:51:27, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0382, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.5654, loss: 2.6036, grad_norm: 9.2396 2021-07-07 16:23:12,049 - mmaction - INFO - Epoch [100][1660/3757] lr: 1.000e-03, eta: 2 days, 8:51:05, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.4402, loss: 2.4155, grad_norm: 9.0878 2021-07-07 16:23:33,026 - mmaction - INFO - Epoch [100][1680/3757] lr: 1.000e-03, eta: 2 days, 8:50:43, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0118, top1_acc: 0.6422, top5_acc: 0.8195, loss_cls: 1.5329, loss: 2.5447, grad_norm: 8.9588 2021-07-07 16:23:54,109 - mmaction - INFO - Epoch [100][1700/3757] lr: 1.000e-03, eta: 2 days, 8:50:22, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6648, top5_acc: 0.8297, loss_cls: 1.4487, loss: 2.4503, grad_norm: 8.8807 2021-07-07 16:24:15,433 - mmaction - INFO - Epoch [100][1720/3757] lr: 1.000e-03, eta: 2 days, 8:50:00, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0258, top1_acc: 0.6406, top5_acc: 0.8391, loss_cls: 1.5180, loss: 2.5438, grad_norm: 9.0680 2021-07-07 16:24:37,022 - mmaction - INFO - Epoch [100][1740/3757] lr: 1.000e-03, eta: 2 days, 8:49:38, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6266, top5_acc: 0.8273, loss_cls: 1.5271, loss: 2.5343, grad_norm: 9.1211 2021-07-07 16:24:58,045 - mmaction - INFO - Epoch [100][1760/3757] lr: 1.000e-03, eta: 2 days, 8:49:17, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6430, top5_acc: 0.8313, loss_cls: 1.5382, loss: 2.5250, grad_norm: 9.2389 2021-07-07 16:25:19,293 - mmaction - INFO - Epoch [100][1780/3757] lr: 1.000e-03, eta: 2 days, 8:48:55, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6336, top5_acc: 0.8250, loss_cls: 1.5142, loss: 2.5211, grad_norm: 9.1916 2021-07-07 16:25:40,411 - mmaction - INFO - Epoch [100][1800/3757] lr: 1.000e-03, eta: 2 days, 8:48:33, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0386, top1_acc: 0.6461, top5_acc: 0.8281, loss_cls: 1.5304, loss: 2.5690, grad_norm: 9.1709 2021-07-07 16:26:01,536 - mmaction - INFO - Epoch [100][1820/3757] lr: 1.000e-03, eta: 2 days, 8:48:11, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6516, top5_acc: 0.8313, loss_cls: 1.4814, loss: 2.4599, grad_norm: 9.0034 2021-07-07 16:26:22,571 - mmaction - INFO - Epoch [100][1840/3757] lr: 1.000e-03, eta: 2 days, 8:47:50, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0294, top1_acc: 0.6586, top5_acc: 0.8359, loss_cls: 1.5105, loss: 2.5399, grad_norm: 9.3535 2021-07-07 16:26:43,712 - mmaction - INFO - Epoch [100][1860/3757] lr: 1.000e-03, eta: 2 days, 8:47:28, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0444, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5597, loss: 2.6041, grad_norm: 9.1742 2021-07-07 16:27:04,711 - mmaction - INFO - Epoch [100][1880/3757] lr: 1.000e-03, eta: 2 days, 8:47:06, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.0240, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.5325, loss: 2.5565, grad_norm: 9.3126 2021-07-07 16:27:25,751 - mmaction - INFO - Epoch [100][1900/3757] lr: 1.000e-03, eta: 2 days, 8:46:44, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0246, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.5228, loss: 2.5474, grad_norm: 9.0787 2021-07-07 16:27:47,033 - mmaction - INFO - Epoch [100][1920/3757] lr: 1.000e-03, eta: 2 days, 8:46:22, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 0.9877, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3877, loss: 2.3755, grad_norm: 8.9349 2021-07-07 16:28:08,119 - mmaction - INFO - Epoch [100][1940/3757] lr: 1.000e-03, eta: 2 days, 8:46:01, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0314, top1_acc: 0.6539, top5_acc: 0.8313, loss_cls: 1.4910, loss: 2.5224, grad_norm: 9.1956 2021-07-07 16:28:29,274 - mmaction - INFO - Epoch [100][1960/3757] lr: 1.000e-03, eta: 2 days, 8:45:39, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0522, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.4997, loss: 2.5518, grad_norm: 9.1393 2021-07-07 16:28:50,333 - mmaction - INFO - Epoch [100][1980/3757] lr: 1.000e-03, eta: 2 days, 8:45:17, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6586, top5_acc: 0.8297, loss_cls: 1.4832, loss: 2.4882, grad_norm: 8.9017 2021-07-07 16:29:11,614 - mmaction - INFO - Epoch [100][2000/3757] lr: 1.000e-03, eta: 2 days, 8:44:55, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9983, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4766, loss: 2.4749, grad_norm: 8.8399 2021-07-07 16:29:33,126 - mmaction - INFO - Epoch [100][2020/3757] lr: 1.000e-03, eta: 2 days, 8:44:34, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0386, top1_acc: 0.6555, top5_acc: 0.8227, loss_cls: 1.5432, loss: 2.5818, grad_norm: 9.3269 2021-07-07 16:29:54,248 - mmaction - INFO - Epoch [100][2040/3757] lr: 1.000e-03, eta: 2 days, 8:44:12, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4312, loss: 2.4115, grad_norm: 8.8076 2021-07-07 16:30:15,821 - mmaction - INFO - Epoch [100][2060/3757] lr: 1.000e-03, eta: 2 days, 8:43:51, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0096, top1_acc: 0.6438, top5_acc: 0.8258, loss_cls: 1.5160, loss: 2.5256, grad_norm: 8.9552 2021-07-07 16:30:37,577 - mmaction - INFO - Epoch [100][2080/3757] lr: 1.000e-03, eta: 2 days, 8:43:29, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0494, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5502, loss: 2.5996, grad_norm: 9.4473 2021-07-07 16:30:58,770 - mmaction - INFO - Epoch [100][2100/3757] lr: 1.000e-03, eta: 2 days, 8:43:07, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0045, top1_acc: 0.6414, top5_acc: 0.8242, loss_cls: 1.4996, loss: 2.5041, grad_norm: 9.0984 2021-07-07 16:31:19,890 - mmaction - INFO - Epoch [100][2120/3757] lr: 1.000e-03, eta: 2 days, 8:42:46, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6383, top5_acc: 0.8328, loss_cls: 1.4896, loss: 2.4788, grad_norm: 9.0563 2021-07-07 16:31:41,463 - mmaction - INFO - Epoch [100][2140/3757] lr: 1.000e-03, eta: 2 days, 8:42:24, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0284, top1_acc: 0.6391, top5_acc: 0.8219, loss_cls: 1.5474, loss: 2.5758, grad_norm: 9.2763 2021-07-07 16:32:02,563 - mmaction - INFO - Epoch [100][2160/3757] lr: 1.000e-03, eta: 2 days, 8:42:02, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.4805, loss: 2.4692, grad_norm: 9.0652 2021-07-07 16:32:23,837 - mmaction - INFO - Epoch [100][2180/3757] lr: 1.000e-03, eta: 2 days, 8:41:41, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0322, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5374, loss: 2.5696, grad_norm: 9.1767 2021-07-07 16:32:44,893 - mmaction - INFO - Epoch [100][2200/3757] lr: 1.000e-03, eta: 2 days, 8:41:19, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.0856, top1_acc: 0.6078, top5_acc: 0.8266, loss_cls: 1.6036, loss: 2.6892, grad_norm: 9.5383 2021-07-07 16:33:06,061 - mmaction - INFO - Epoch [100][2220/3757] lr: 1.000e-03, eta: 2 days, 8:40:57, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4476, loss: 2.4405, grad_norm: 8.9191 2021-07-07 16:33:27,281 - mmaction - INFO - Epoch [100][2240/3757] lr: 1.000e-03, eta: 2 days, 8:40:35, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0636, top1_acc: 0.6070, top5_acc: 0.8250, loss_cls: 1.6017, loss: 2.6653, grad_norm: 9.4597 2021-07-07 16:33:48,420 - mmaction - INFO - Epoch [100][2260/3757] lr: 1.000e-03, eta: 2 days, 8:40:14, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0257, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4689, loss: 2.4946, grad_norm: 9.1928 2021-07-07 16:34:09,536 - mmaction - INFO - Epoch [100][2280/3757] lr: 1.000e-03, eta: 2 days, 8:39:52, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0558, top1_acc: 0.6430, top5_acc: 0.8289, loss_cls: 1.5331, loss: 2.5889, grad_norm: 9.1795 2021-07-07 16:34:30,710 - mmaction - INFO - Epoch [100][2300/3757] lr: 1.000e-03, eta: 2 days, 8:39:30, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0453, top1_acc: 0.6109, top5_acc: 0.8211, loss_cls: 1.6002, loss: 2.6455, grad_norm: 9.3184 2021-07-07 16:34:52,343 - mmaction - INFO - Epoch [100][2320/3757] lr: 1.000e-03, eta: 2 days, 8:39:09, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 1.0483, top1_acc: 0.6406, top5_acc: 0.8195, loss_cls: 1.5475, loss: 2.5958, grad_norm: 9.2506 2021-07-07 16:35:13,357 - mmaction - INFO - Epoch [100][2340/3757] lr: 1.000e-03, eta: 2 days, 8:38:47, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.4811, loss: 2.4872, grad_norm: 9.1266 2021-07-07 16:35:34,619 - mmaction - INFO - Epoch [100][2360/3757] lr: 1.000e-03, eta: 2 days, 8:38:25, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0410, top1_acc: 0.6461, top5_acc: 0.8219, loss_cls: 1.5695, loss: 2.6106, grad_norm: 9.3770 2021-07-07 16:35:55,832 - mmaction - INFO - Epoch [100][2380/3757] lr: 1.000e-03, eta: 2 days, 8:38:03, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0011, top1_acc: 0.6656, top5_acc: 0.8367, loss_cls: 1.4602, loss: 2.4613, grad_norm: 9.1475 2021-07-07 16:36:16,943 - mmaction - INFO - Epoch [100][2400/3757] lr: 1.000e-03, eta: 2 days, 8:37:42, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6438, top5_acc: 0.8453, loss_cls: 1.4901, loss: 2.5094, grad_norm: 9.1411 2021-07-07 16:36:38,103 - mmaction - INFO - Epoch [100][2420/3757] lr: 1.000e-03, eta: 2 days, 8:37:20, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0017, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4681, loss: 2.4698, grad_norm: 8.8462 2021-07-07 16:36:59,266 - mmaction - INFO - Epoch [100][2440/3757] lr: 1.000e-03, eta: 2 days, 8:36:58, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0175, top1_acc: 0.6500, top5_acc: 0.8320, loss_cls: 1.5423, loss: 2.5598, grad_norm: 9.3044 2021-07-07 16:37:20,231 - mmaction - INFO - Epoch [100][2460/3757] lr: 1.000e-03, eta: 2 days, 8:36:36, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0744, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.5631, loss: 2.6375, grad_norm: 9.4875 2021-07-07 16:37:41,501 - mmaction - INFO - Epoch [100][2480/3757] lr: 1.000e-03, eta: 2 days, 8:36:15, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9563, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.3794, loss: 2.3357, grad_norm: 8.8540 2021-07-07 16:38:03,326 - mmaction - INFO - Epoch [100][2500/3757] lr: 1.000e-03, eta: 2 days, 8:35:53, time: 1.093, data_time: 0.045, memory: 6921, loss_aux: 1.0267, top1_acc: 0.6352, top5_acc: 0.8305, loss_cls: 1.5105, loss: 2.5372, grad_norm: 9.4309 2021-07-07 16:38:24,479 - mmaction - INFO - Epoch [100][2520/3757] lr: 1.000e-03, eta: 2 days, 8:35:31, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0363, top1_acc: 0.6352, top5_acc: 0.8187, loss_cls: 1.5628, loss: 2.5991, grad_norm: 9.2129 2021-07-07 16:38:45,593 - mmaction - INFO - Epoch [100][2540/3757] lr: 1.000e-03, eta: 2 days, 8:35:10, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6461, top5_acc: 0.8266, loss_cls: 1.5181, loss: 2.5270, grad_norm: 8.9841 2021-07-07 16:39:06,566 - mmaction - INFO - Epoch [100][2560/3757] lr: 1.000e-03, eta: 2 days, 8:34:48, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0262, top1_acc: 0.6445, top5_acc: 0.8266, loss_cls: 1.5338, loss: 2.5601, grad_norm: 8.9776 2021-07-07 16:39:27,715 - mmaction - INFO - Epoch [100][2580/3757] lr: 1.000e-03, eta: 2 days, 8:34:26, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6766, top5_acc: 0.8391, loss_cls: 1.4486, loss: 2.4168, grad_norm: 9.0634 2021-07-07 16:39:49,552 - mmaction - INFO - Epoch [100][2600/3757] lr: 1.000e-03, eta: 2 days, 8:34:05, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9920, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4654, loss: 2.4575, grad_norm: 8.7977 2021-07-07 16:40:10,667 - mmaction - INFO - Epoch [100][2620/3757] lr: 1.000e-03, eta: 2 days, 8:33:43, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6352, top5_acc: 0.8469, loss_cls: 1.4605, loss: 2.4415, grad_norm: 9.1239 2021-07-07 16:40:31,763 - mmaction - INFO - Epoch [100][2640/3757] lr: 1.000e-03, eta: 2 days, 8:33:21, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0301, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.5258, loss: 2.5560, grad_norm: 9.4157 2021-07-07 16:40:53,764 - mmaction - INFO - Epoch [100][2660/3757] lr: 1.000e-03, eta: 2 days, 8:33:00, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 1.0604, top1_acc: 0.6289, top5_acc: 0.8195, loss_cls: 1.5641, loss: 2.6245, grad_norm: 9.4047 2021-07-07 16:41:14,779 - mmaction - INFO - Epoch [100][2680/3757] lr: 1.000e-03, eta: 2 days, 8:32:38, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0602, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5320, loss: 2.5921, grad_norm: 9.2754 2021-07-07 16:41:37,056 - mmaction - INFO - Epoch [100][2700/3757] lr: 1.000e-03, eta: 2 days, 8:32:17, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 0.9256, top1_acc: 0.6680, top5_acc: 0.8641, loss_cls: 1.3628, loss: 2.2884, grad_norm: 8.8754 2021-07-07 16:41:57,793 - mmaction - INFO - Epoch [100][2720/3757] lr: 1.000e-03, eta: 2 days, 8:31:55, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 1.0235, top1_acc: 0.6445, top5_acc: 0.8195, loss_cls: 1.5642, loss: 2.5877, grad_norm: 9.2316 2021-07-07 16:42:18,951 - mmaction - INFO - Epoch [100][2740/3757] lr: 1.000e-03, eta: 2 days, 8:31:33, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6594, top5_acc: 0.8234, loss_cls: 1.4964, loss: 2.4621, grad_norm: 9.0646 2021-07-07 16:42:40,141 - mmaction - INFO - Epoch [100][2760/3757] lr: 1.000e-03, eta: 2 days, 8:31:11, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9933, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4405, loss: 2.4338, grad_norm: 8.6868 2021-07-07 16:43:01,494 - mmaction - INFO - Epoch [100][2780/3757] lr: 1.000e-03, eta: 2 days, 8:30:50, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0179, top1_acc: 0.6547, top5_acc: 0.8313, loss_cls: 1.4932, loss: 2.5111, grad_norm: 9.3073 2021-07-07 16:43:22,537 - mmaction - INFO - Epoch [100][2800/3757] lr: 1.000e-03, eta: 2 days, 8:30:28, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0084, top1_acc: 0.6484, top5_acc: 0.8344, loss_cls: 1.4985, loss: 2.5069, grad_norm: 9.1936 2021-07-07 16:43:43,721 - mmaction - INFO - Epoch [100][2820/3757] lr: 1.000e-03, eta: 2 days, 8:30:06, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0180, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.5015, loss: 2.5195, grad_norm: 9.2324 2021-07-07 16:44:04,898 - mmaction - INFO - Epoch [100][2840/3757] lr: 1.000e-03, eta: 2 days, 8:29:44, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0296, top1_acc: 0.6320, top5_acc: 0.8281, loss_cls: 1.5175, loss: 2.5471, grad_norm: 9.3754 2021-07-07 16:44:25,998 - mmaction - INFO - Epoch [100][2860/3757] lr: 1.000e-03, eta: 2 days, 8:29:23, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9991, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4576, loss: 2.4567, grad_norm: 9.2627 2021-07-07 16:44:47,843 - mmaction - INFO - Epoch [100][2880/3757] lr: 1.000e-03, eta: 2 days, 8:29:01, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.0524, top1_acc: 0.6320, top5_acc: 0.8141, loss_cls: 1.6030, loss: 2.6554, grad_norm: 9.2445 2021-07-07 16:45:08,926 - mmaction - INFO - Epoch [100][2900/3757] lr: 1.000e-03, eta: 2 days, 8:28:39, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9859, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4485, loss: 2.4344, grad_norm: 8.9081 2021-07-07 16:45:30,005 - mmaction - INFO - Epoch [100][2920/3757] lr: 1.000e-03, eta: 2 days, 8:28:18, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0381, top1_acc: 0.6445, top5_acc: 0.8250, loss_cls: 1.5158, loss: 2.5539, grad_norm: 9.1043 2021-07-07 16:45:50,870 - mmaction - INFO - Epoch [100][2940/3757] lr: 1.000e-03, eta: 2 days, 8:27:56, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6500, top5_acc: 0.8445, loss_cls: 1.4281, loss: 2.4095, grad_norm: 9.2092 2021-07-07 16:46:12,159 - mmaction - INFO - Epoch [100][2960/3757] lr: 1.000e-03, eta: 2 days, 8:27:34, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9957, top1_acc: 0.6578, top5_acc: 0.8422, loss_cls: 1.4332, loss: 2.4288, grad_norm: 8.8795 2021-07-07 16:46:33,345 - mmaction - INFO - Epoch [100][2980/3757] lr: 1.000e-03, eta: 2 days, 8:27:12, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0408, top1_acc: 0.6531, top5_acc: 0.8320, loss_cls: 1.5109, loss: 2.5517, grad_norm: 9.2304 2021-07-07 16:46:55,207 - mmaction - INFO - Epoch [100][3000/3757] lr: 1.000e-03, eta: 2 days, 8:26:51, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4237, loss: 2.4149, grad_norm: 9.2131 2021-07-07 16:47:16,537 - mmaction - INFO - Epoch [100][3020/3757] lr: 1.000e-03, eta: 2 days, 8:26:29, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.4690, loss: 2.4622, grad_norm: 8.9330 2021-07-07 16:47:37,531 - mmaction - INFO - Epoch [100][3040/3757] lr: 1.000e-03, eta: 2 days, 8:26:07, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0360, top1_acc: 0.6266, top5_acc: 0.8320, loss_cls: 1.5469, loss: 2.5829, grad_norm: 9.7096 2021-07-07 16:47:58,546 - mmaction - INFO - Epoch [100][3060/3757] lr: 1.000e-03, eta: 2 days, 8:25:46, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9942, top1_acc: 0.6422, top5_acc: 0.8266, loss_cls: 1.5286, loss: 2.5228, grad_norm: 9.3036 2021-07-07 16:48:19,930 - mmaction - INFO - Epoch [100][3080/3757] lr: 1.000e-03, eta: 2 days, 8:25:24, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0231, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4794, loss: 2.5026, grad_norm: 9.2294 2021-07-07 16:48:41,476 - mmaction - INFO - Epoch [100][3100/3757] lr: 1.000e-03, eta: 2 days, 8:25:02, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.4894, loss: 2.4973, grad_norm: 9.3486 2021-07-07 16:49:02,622 - mmaction - INFO - Epoch [100][3120/3757] lr: 1.000e-03, eta: 2 days, 8:24:41, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0286, top1_acc: 0.6312, top5_acc: 0.8141, loss_cls: 1.5765, loss: 2.6052, grad_norm: 9.3010 2021-07-07 16:49:23,864 - mmaction - INFO - Epoch [100][3140/3757] lr: 1.000e-03, eta: 2 days, 8:24:19, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4732, loss: 2.5051, grad_norm: 9.1415 2021-07-07 16:49:44,945 - mmaction - INFO - Epoch [100][3160/3757] lr: 1.000e-03, eta: 2 days, 8:23:57, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.4908, loss: 2.4969, grad_norm: 9.0718 2021-07-07 16:50:06,026 - mmaction - INFO - Epoch [100][3180/3757] lr: 1.000e-03, eta: 2 days, 8:23:35, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0221, top1_acc: 0.6383, top5_acc: 0.8266, loss_cls: 1.5218, loss: 2.5440, grad_norm: 9.2986 2021-07-07 16:50:28,471 - mmaction - INFO - Epoch [100][3200/3757] lr: 1.000e-03, eta: 2 days, 8:23:14, time: 1.124, data_time: 0.003, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.4711, loss: 2.4739, grad_norm: 9.4535 2021-07-07 16:50:49,660 - mmaction - INFO - Epoch [100][3220/3757] lr: 1.000e-03, eta: 2 days, 8:22:53, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0194, top1_acc: 0.6297, top5_acc: 0.8195, loss_cls: 1.5649, loss: 2.5843, grad_norm: 9.3644 2021-07-07 16:51:10,778 - mmaction - INFO - Epoch [100][3240/3757] lr: 1.000e-03, eta: 2 days, 8:22:31, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0033, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.4990, loss: 2.5023, grad_norm: 9.4388 2021-07-07 16:51:31,898 - mmaction - INFO - Epoch [100][3260/3757] lr: 1.000e-03, eta: 2 days, 8:22:09, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0314, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5105, loss: 2.5419, grad_norm: 9.2407 2021-07-07 16:51:52,901 - mmaction - INFO - Epoch [100][3280/3757] lr: 1.000e-03, eta: 2 days, 8:21:47, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5149, loss: 2.5503, grad_norm: 9.5567 2021-07-07 16:52:14,031 - mmaction - INFO - Epoch [100][3300/3757] lr: 1.000e-03, eta: 2 days, 8:21:26, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0082, top1_acc: 0.6531, top5_acc: 0.8297, loss_cls: 1.4746, loss: 2.4828, grad_norm: 9.2761 2021-07-07 16:52:34,974 - mmaction - INFO - Epoch [100][3320/3757] lr: 1.000e-03, eta: 2 days, 8:21:04, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.0529, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.5843, loss: 2.6372, grad_norm: 9.2740 2021-07-07 16:52:56,294 - mmaction - INFO - Epoch [100][3340/3757] lr: 1.000e-03, eta: 2 days, 8:20:42, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0650, top1_acc: 0.6250, top5_acc: 0.8172, loss_cls: 1.6038, loss: 2.6687, grad_norm: 9.5711 2021-07-07 16:53:17,377 - mmaction - INFO - Epoch [100][3360/3757] lr: 1.000e-03, eta: 2 days, 8:20:20, time: 1.054, data_time: 0.012, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6656, top5_acc: 0.8391, loss_cls: 1.4676, loss: 2.4671, grad_norm: 8.9248 2021-07-07 16:53:38,496 - mmaction - INFO - Epoch [100][3380/3757] lr: 1.000e-03, eta: 2 days, 8:19:58, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0321, top1_acc: 0.6391, top5_acc: 0.8266, loss_cls: 1.5418, loss: 2.5739, grad_norm: 9.3137 2021-07-07 16:54:00,231 - mmaction - INFO - Epoch [100][3400/3757] lr: 1.000e-03, eta: 2 days, 8:19:37, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.4993, loss: 2.4880, grad_norm: 9.1520 2021-07-07 16:54:21,313 - mmaction - INFO - Epoch [100][3420/3757] lr: 1.000e-03, eta: 2 days, 8:19:15, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0013, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.4623, loss: 2.4636, grad_norm: 9.1426 2021-07-07 16:54:43,487 - mmaction - INFO - Epoch [100][3440/3757] lr: 1.000e-03, eta: 2 days, 8:18:54, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4011, loss: 2.3833, grad_norm: 8.8293 2021-07-07 16:55:04,506 - mmaction - INFO - Epoch [100][3460/3757] lr: 1.000e-03, eta: 2 days, 8:18:32, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0255, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.5279, loss: 2.5533, grad_norm: 9.4966 2021-07-07 16:55:26,332 - mmaction - INFO - Epoch [100][3480/3757] lr: 1.000e-03, eta: 2 days, 8:18:11, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6250, top5_acc: 0.8250, loss_cls: 1.5319, loss: 2.5419, grad_norm: 9.3280 2021-07-07 16:55:47,615 - mmaction - INFO - Epoch [100][3500/3757] lr: 1.000e-03, eta: 2 days, 8:17:49, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9858, top1_acc: 0.6445, top5_acc: 0.8367, loss_cls: 1.4804, loss: 2.4662, grad_norm: 9.2955 2021-07-07 16:56:08,824 - mmaction - INFO - Epoch [100][3520/3757] lr: 1.000e-03, eta: 2 days, 8:17:27, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0236, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.4973, loss: 2.5209, grad_norm: 9.1202 2021-07-07 16:56:29,821 - mmaction - INFO - Epoch [100][3540/3757] lr: 1.000e-03, eta: 2 days, 8:17:06, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0223, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4478, loss: 2.4701, grad_norm: 9.5289 2021-07-07 16:56:51,133 - mmaction - INFO - Epoch [100][3560/3757] lr: 1.000e-03, eta: 2 days, 8:16:44, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4725, loss: 2.4775, grad_norm: 9.0568 2021-07-07 16:57:12,260 - mmaction - INFO - Epoch [100][3580/3757] lr: 1.000e-03, eta: 2 days, 8:16:22, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6367, top5_acc: 0.8242, loss_cls: 1.5483, loss: 2.5819, grad_norm: 9.3245 2021-07-07 16:57:33,446 - mmaction - INFO - Epoch [100][3600/3757] lr: 1.000e-03, eta: 2 days, 8:16:00, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6359, top5_acc: 0.8273, loss_cls: 1.5642, loss: 2.5914, grad_norm: 9.3219 2021-07-07 16:57:55,587 - mmaction - INFO - Epoch [100][3620/3757] lr: 1.000e-03, eta: 2 days, 8:15:39, time: 1.107, data_time: 0.001, memory: 6921, loss_aux: 1.0119, top1_acc: 0.6687, top5_acc: 0.8391, loss_cls: 1.4305, loss: 2.4424, grad_norm: 8.8206 2021-07-07 16:58:16,813 - mmaction - INFO - Epoch [100][3640/3757] lr: 1.000e-03, eta: 2 days, 8:15:17, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0397, top1_acc: 0.6289, top5_acc: 0.8281, loss_cls: 1.5452, loss: 2.5848, grad_norm: 9.2435 2021-07-07 16:58:37,963 - mmaction - INFO - Epoch [100][3660/3757] lr: 1.000e-03, eta: 2 days, 8:14:56, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0525, top1_acc: 0.6555, top5_acc: 0.8281, loss_cls: 1.5005, loss: 2.5531, grad_norm: 9.1589 2021-07-07 16:58:58,958 - mmaction - INFO - Epoch [100][3680/3757] lr: 1.000e-03, eta: 2 days, 8:14:34, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6617, top5_acc: 0.8555, loss_cls: 1.3933, loss: 2.3509, grad_norm: 9.0700 2021-07-07 16:59:20,320 - mmaction - INFO - Epoch [100][3700/3757] lr: 1.000e-03, eta: 2 days, 8:14:12, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0722, top1_acc: 0.6250, top5_acc: 0.8328, loss_cls: 1.5712, loss: 2.6435, grad_norm: 9.5441 2021-07-07 16:59:41,819 - mmaction - INFO - Epoch [100][3720/3757] lr: 1.000e-03, eta: 2 days, 8:13:51, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0056, top1_acc: 0.6539, top5_acc: 0.8562, loss_cls: 1.4602, loss: 2.4658, grad_norm: 9.2343 2021-07-07 17:00:02,783 - mmaction - INFO - Epoch [100][3740/3757] lr: 1.000e-03, eta: 2 days, 8:13:29, time: 1.049, data_time: 0.006, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.5243, loss: 2.5404, grad_norm: 9.1959 2021-07-07 17:00:20,980 - mmaction - INFO - Saving checkpoint at 100 epochs 2021-07-07 17:05:11,194 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 17:05:12,003 - mmaction - INFO - top1_acc 0.6933 top5_acc 0.8825 2021-07-07 17:05:12,003 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 17:05:12,032 - mmaction - INFO - mean_acc 0.6932 2021-07-07 17:05:12,038 - mmaction - INFO - Epoch(val) [100][310] top1_acc: 0.6933, top5_acc: 0.8825, mean_class_accuracy: 0.6932 2021-07-07 17:06:12,989 - mmaction - INFO - Epoch [101][20/3757] lr: 1.000e-03, eta: 2 days, 8:12:59, time: 3.043, data_time: 1.919, memory: 6921, loss_aux: 0.9668, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4044, loss: 2.3712, grad_norm: 8.9138 2021-07-07 17:06:34,137 - mmaction - INFO - Epoch [101][40/3757] lr: 1.000e-03, eta: 2 days, 8:12:38, time: 1.060, data_time: 0.007, memory: 6921, loss_aux: 1.0147, top1_acc: 0.6609, top5_acc: 0.8344, loss_cls: 1.4609, loss: 2.4757, grad_norm: 8.8427 2021-07-07 17:06:55,505 - mmaction - INFO - Epoch [101][60/3757] lr: 1.000e-03, eta: 2 days, 8:12:16, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6328, top5_acc: 0.8344, loss_cls: 1.4878, loss: 2.5063, grad_norm: 9.2369 2021-07-07 17:07:16,453 - mmaction - INFO - Epoch [101][80/3757] lr: 1.000e-03, eta: 2 days, 8:11:54, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0469, top1_acc: 0.6609, top5_acc: 0.8281, loss_cls: 1.5517, loss: 2.5986, grad_norm: 8.9377 2021-07-07 17:07:37,657 - mmaction - INFO - Epoch [101][100/3757] lr: 1.000e-03, eta: 2 days, 8:11:32, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9976, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4617, loss: 2.4594, grad_norm: 9.1119 2021-07-07 17:07:59,563 - mmaction - INFO - Epoch [101][120/3757] lr: 1.000e-03, eta: 2 days, 8:11:11, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 0.9966, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4418, loss: 2.4384, grad_norm: 9.1220 2021-07-07 17:08:20,602 - mmaction - INFO - Epoch [101][140/3757] lr: 1.000e-03, eta: 2 days, 8:10:49, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0196, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5089, loss: 2.5285, grad_norm: 9.3240 2021-07-07 17:08:41,480 - mmaction - INFO - Epoch [101][160/3757] lr: 1.000e-03, eta: 2 days, 8:10:27, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0534, top1_acc: 0.6406, top5_acc: 0.8242, loss_cls: 1.5234, loss: 2.5768, grad_norm: 9.1872 2021-07-07 17:09:02,601 - mmaction - INFO - Epoch [101][180/3757] lr: 1.000e-03, eta: 2 days, 8:10:06, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0897, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.6095, loss: 2.6991, grad_norm: 9.4881 2021-07-07 17:09:23,663 - mmaction - INFO - Epoch [101][200/3757] lr: 1.000e-03, eta: 2 days, 8:09:44, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6602, top5_acc: 0.8266, loss_cls: 1.4729, loss: 2.4884, grad_norm: 9.2438 2021-07-07 17:09:44,629 - mmaction - INFO - Epoch [101][220/3757] lr: 1.000e-03, eta: 2 days, 8:09:22, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0440, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.4973, loss: 2.5413, grad_norm: 9.3405 2021-07-07 17:10:05,858 - mmaction - INFO - Epoch [101][240/3757] lr: 1.000e-03, eta: 2 days, 8:09:00, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0362, top1_acc: 0.6414, top5_acc: 0.8211, loss_cls: 1.5340, loss: 2.5702, grad_norm: 9.2129 2021-07-07 17:10:27,110 - mmaction - INFO - Epoch [101][260/3757] lr: 1.000e-03, eta: 2 days, 8:08:39, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0411, top1_acc: 0.6328, top5_acc: 0.8398, loss_cls: 1.5118, loss: 2.5529, grad_norm: 9.1363 2021-07-07 17:10:48,787 - mmaction - INFO - Epoch [101][280/3757] lr: 1.000e-03, eta: 2 days, 8:08:17, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 0.9707, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.4082, loss: 2.3789, grad_norm: 8.8213 2021-07-07 17:11:10,226 - mmaction - INFO - Epoch [101][300/3757] lr: 1.000e-03, eta: 2 days, 8:07:56, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9689, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4081, loss: 2.3771, grad_norm: 9.0692 2021-07-07 17:11:31,118 - mmaction - INFO - Epoch [101][320/3757] lr: 1.000e-03, eta: 2 days, 8:07:34, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.0365, top1_acc: 0.6391, top5_acc: 0.8227, loss_cls: 1.5625, loss: 2.5990, grad_norm: 9.1821 2021-07-07 17:11:52,284 - mmaction - INFO - Epoch [101][340/3757] lr: 1.000e-03, eta: 2 days, 8:07:12, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4332, loss: 2.4328, grad_norm: 9.0374 2021-07-07 17:12:13,431 - mmaction - INFO - Epoch [101][360/3757] lr: 1.000e-03, eta: 2 days, 8:06:50, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4845, loss: 2.4864, grad_norm: 9.2666 2021-07-07 17:12:34,578 - mmaction - INFO - Epoch [101][380/3757] lr: 1.000e-03, eta: 2 days, 8:06:28, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9670, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4301, loss: 2.3971, grad_norm: 8.7054 2021-07-07 17:12:55,565 - mmaction - INFO - Epoch [101][400/3757] lr: 1.000e-03, eta: 2 days, 8:06:07, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.5172, loss: 2.5437, grad_norm: 9.4957 2021-07-07 17:13:17,189 - mmaction - INFO - Epoch [101][420/3757] lr: 1.000e-03, eta: 2 days, 8:05:45, time: 1.084, data_time: 0.034, memory: 6921, loss_aux: 1.0393, top1_acc: 0.6297, top5_acc: 0.8203, loss_cls: 1.5488, loss: 2.5881, grad_norm: 9.3434 2021-07-07 17:13:38,201 - mmaction - INFO - Epoch [101][440/3757] lr: 1.000e-03, eta: 2 days, 8:05:23, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.4183, loss: 2.4385, grad_norm: 9.2220 2021-07-07 17:13:59,543 - mmaction - INFO - Epoch [101][460/3757] lr: 1.000e-03, eta: 2 days, 8:05:02, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.0418, top1_acc: 0.6305, top5_acc: 0.8273, loss_cls: 1.5545, loss: 2.5964, grad_norm: 9.5106 2021-07-07 17:14:20,720 - mmaction - INFO - Epoch [101][480/3757] lr: 1.000e-03, eta: 2 days, 8:04:40, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0044, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.4563, loss: 2.4607, grad_norm: 9.0457 2021-07-07 17:14:41,809 - mmaction - INFO - Epoch [101][500/3757] lr: 1.000e-03, eta: 2 days, 8:04:18, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6430, top5_acc: 0.8484, loss_cls: 1.4366, loss: 2.4497, grad_norm: 9.1316 2021-07-07 17:15:03,110 - mmaction - INFO - Epoch [101][520/3757] lr: 1.000e-03, eta: 2 days, 8:03:56, time: 1.067, data_time: 0.015, memory: 6921, loss_aux: 1.0052, top1_acc: 0.6328, top5_acc: 0.8422, loss_cls: 1.4934, loss: 2.4986, grad_norm: 9.3867 2021-07-07 17:15:24,134 - mmaction - INFO - Epoch [101][540/3757] lr: 1.000e-03, eta: 2 days, 8:03:35, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0355, top1_acc: 0.6391, top5_acc: 0.8281, loss_cls: 1.5397, loss: 2.5752, grad_norm: 9.3520 2021-07-07 17:15:45,594 - mmaction - INFO - Epoch [101][560/3757] lr: 1.000e-03, eta: 2 days, 8:03:13, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9891, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4825, loss: 2.4717, grad_norm: 9.3081 2021-07-07 17:16:06,662 - mmaction - INFO - Epoch [101][580/3757] lr: 1.000e-03, eta: 2 days, 8:02:51, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0247, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4608, loss: 2.4855, grad_norm: 9.0757 2021-07-07 17:16:28,071 - mmaction - INFO - Epoch [101][600/3757] lr: 1.000e-03, eta: 2 days, 8:02:30, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.0223, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4590, loss: 2.4813, grad_norm: 9.3314 2021-07-07 17:16:49,297 - mmaction - INFO - Epoch [101][620/3757] lr: 1.000e-03, eta: 2 days, 8:02:08, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0363, top1_acc: 0.6102, top5_acc: 0.8289, loss_cls: 1.5733, loss: 2.6096, grad_norm: 9.6414 2021-07-07 17:17:10,583 - mmaction - INFO - Epoch [101][640/3757] lr: 1.000e-03, eta: 2 days, 8:01:46, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6281, top5_acc: 0.8117, loss_cls: 1.5785, loss: 2.6063, grad_norm: 9.4884 2021-07-07 17:17:31,811 - mmaction - INFO - Epoch [101][660/3757] lr: 1.000e-03, eta: 2 days, 8:01:25, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0346, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4827, loss: 2.5174, grad_norm: 9.3675 2021-07-07 17:17:52,977 - mmaction - INFO - Epoch [101][680/3757] lr: 1.000e-03, eta: 2 days, 8:01:03, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4809, loss: 2.4935, grad_norm: 9.2228 2021-07-07 17:18:14,355 - mmaction - INFO - Epoch [101][700/3757] lr: 1.000e-03, eta: 2 days, 8:00:41, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6711, top5_acc: 0.8320, loss_cls: 1.4393, loss: 2.4261, grad_norm: 8.9999 2021-07-07 17:18:35,553 - mmaction - INFO - Epoch [101][720/3757] lr: 1.000e-03, eta: 2 days, 8:00:19, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0618, top1_acc: 0.6438, top5_acc: 0.8273, loss_cls: 1.5465, loss: 2.6084, grad_norm: 9.4106 2021-07-07 17:18:56,640 - mmaction - INFO - Epoch [101][740/3757] lr: 1.000e-03, eta: 2 days, 7:59:58, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9897, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.4351, loss: 2.4248, grad_norm: 8.9865 2021-07-07 17:19:17,802 - mmaction - INFO - Epoch [101][760/3757] lr: 1.000e-03, eta: 2 days, 7:59:36, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6352, top5_acc: 0.8109, loss_cls: 1.5876, loss: 2.6168, grad_norm: 9.3208 2021-07-07 17:19:39,515 - mmaction - INFO - Epoch [101][780/3757] lr: 1.000e-03, eta: 2 days, 7:59:14, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9716, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3799, loss: 2.3515, grad_norm: 8.9657 2021-07-07 17:20:00,824 - mmaction - INFO - Epoch [101][800/3757] lr: 1.000e-03, eta: 2 days, 7:58:53, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 0.9852, top1_acc: 0.6586, top5_acc: 0.8367, loss_cls: 1.4513, loss: 2.4365, grad_norm: 8.7774 2021-07-07 17:20:21,870 - mmaction - INFO - Epoch [101][820/3757] lr: 1.000e-03, eta: 2 days, 7:58:31, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0522, top1_acc: 0.6273, top5_acc: 0.8344, loss_cls: 1.5310, loss: 2.5832, grad_norm: 9.3734 2021-07-07 17:20:43,270 - mmaction - INFO - Epoch [101][840/3757] lr: 1.000e-03, eta: 2 days, 7:58:09, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 0.9706, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4541, loss: 2.4247, grad_norm: 8.9293 2021-07-07 17:21:04,856 - mmaction - INFO - Epoch [101][860/3757] lr: 1.000e-03, eta: 2 days, 7:57:48, time: 1.079, data_time: 0.017, memory: 6921, loss_aux: 1.0122, top1_acc: 0.6430, top5_acc: 0.8461, loss_cls: 1.4868, loss: 2.4989, grad_norm: 9.4388 2021-07-07 17:21:26,897 - mmaction - INFO - Epoch [101][880/3757] lr: 1.000e-03, eta: 2 days, 7:57:27, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.0484, top1_acc: 0.6469, top5_acc: 0.8305, loss_cls: 1.5096, loss: 2.5580, grad_norm: 9.2385 2021-07-07 17:21:47,887 - mmaction - INFO - Epoch [101][900/3757] lr: 1.000e-03, eta: 2 days, 7:57:05, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0871, top1_acc: 0.6273, top5_acc: 0.8063, loss_cls: 1.6089, loss: 2.6960, grad_norm: 9.1982 2021-07-07 17:22:08,922 - mmaction - INFO - Epoch [101][920/3757] lr: 1.000e-03, eta: 2 days, 7:56:43, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0616, top1_acc: 0.6398, top5_acc: 0.8219, loss_cls: 1.5462, loss: 2.6078, grad_norm: 9.1632 2021-07-07 17:22:30,355 - mmaction - INFO - Epoch [101][940/3757] lr: 1.000e-03, eta: 2 days, 7:56:21, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.5046, loss: 2.5405, grad_norm: 9.1278 2021-07-07 17:22:51,807 - mmaction - INFO - Epoch [101][960/3757] lr: 1.000e-03, eta: 2 days, 7:56:00, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 1.0240, top1_acc: 0.6391, top5_acc: 0.8289, loss_cls: 1.5310, loss: 2.5550, grad_norm: 9.0923 2021-07-07 17:23:13,728 - mmaction - INFO - Epoch [101][980/3757] lr: 1.000e-03, eta: 2 days, 7:55:38, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.0392, top1_acc: 0.6445, top5_acc: 0.8234, loss_cls: 1.5576, loss: 2.5969, grad_norm: 9.4321 2021-07-07 17:23:34,832 - mmaction - INFO - Epoch [101][1000/3757] lr: 1.000e-03, eta: 2 days, 7:55:17, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9333, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3785, loss: 2.3118, grad_norm: 8.8197 2021-07-07 17:23:55,925 - mmaction - INFO - Epoch [101][1020/3757] lr: 1.000e-03, eta: 2 days, 7:54:55, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0401, top1_acc: 0.6297, top5_acc: 0.8266, loss_cls: 1.5861, loss: 2.6262, grad_norm: 9.5582 2021-07-07 17:24:16,873 - mmaction - INFO - Epoch [101][1040/3757] lr: 1.000e-03, eta: 2 days, 7:54:33, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4815, loss: 2.4908, grad_norm: 9.3237 2021-07-07 17:24:37,860 - mmaction - INFO - Epoch [101][1060/3757] lr: 1.000e-03, eta: 2 days, 7:54:11, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0518, top1_acc: 0.6281, top5_acc: 0.8320, loss_cls: 1.5538, loss: 2.6057, grad_norm: 9.2626 2021-07-07 17:24:59,174 - mmaction - INFO - Epoch [101][1080/3757] lr: 1.000e-03, eta: 2 days, 7:53:49, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.4605, loss: 2.4733, grad_norm: 9.0696 2021-07-07 17:25:20,283 - mmaction - INFO - Epoch [101][1100/3757] lr: 1.000e-03, eta: 2 days, 7:53:28, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4418, loss: 2.4318, grad_norm: 9.2093 2021-07-07 17:25:41,509 - mmaction - INFO - Epoch [101][1120/3757] lr: 1.000e-03, eta: 2 days, 7:53:06, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9533, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3764, loss: 2.3297, grad_norm: 8.7121 2021-07-07 17:26:03,390 - mmaction - INFO - Epoch [101][1140/3757] lr: 1.000e-03, eta: 2 days, 7:52:45, time: 1.096, data_time: 0.006, memory: 6921, loss_aux: 0.9961, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4253, loss: 2.4214, grad_norm: 8.7989 2021-07-07 17:26:24,521 - mmaction - INFO - Epoch [101][1160/3757] lr: 1.000e-03, eta: 2 days, 7:52:23, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0201, top1_acc: 0.6352, top5_acc: 0.8273, loss_cls: 1.5472, loss: 2.5673, grad_norm: 9.0010 2021-07-07 17:26:45,955 - mmaction - INFO - Epoch [101][1180/3757] lr: 1.000e-03, eta: 2 days, 7:52:01, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0494, top1_acc: 0.6414, top5_acc: 0.8211, loss_cls: 1.5692, loss: 2.6185, grad_norm: 9.1865 2021-07-07 17:27:07,233 - mmaction - INFO - Epoch [101][1200/3757] lr: 1.000e-03, eta: 2 days, 7:51:40, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6648, top5_acc: 0.8367, loss_cls: 1.4728, loss: 2.4867, grad_norm: 9.3467 2021-07-07 17:27:28,364 - mmaction - INFO - Epoch [101][1220/3757] lr: 1.000e-03, eta: 2 days, 7:51:18, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6531, top5_acc: 0.8211, loss_cls: 1.5008, loss: 2.5072, grad_norm: 8.9632 2021-07-07 17:27:49,525 - mmaction - INFO - Epoch [101][1240/3757] lr: 1.000e-03, eta: 2 days, 7:50:56, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0121, top1_acc: 0.6383, top5_acc: 0.8313, loss_cls: 1.4709, loss: 2.4830, grad_norm: 9.0361 2021-07-07 17:28:10,803 - mmaction - INFO - Epoch [101][1260/3757] lr: 1.000e-03, eta: 2 days, 7:50:34, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9825, top1_acc: 0.6672, top5_acc: 0.8391, loss_cls: 1.4468, loss: 2.4293, grad_norm: 8.9606 2021-07-07 17:28:31,902 - mmaction - INFO - Epoch [101][1280/3757] lr: 1.000e-03, eta: 2 days, 7:50:13, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0350, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5110, loss: 2.5460, grad_norm: 9.4259 2021-07-07 17:28:53,190 - mmaction - INFO - Epoch [101][1300/3757] lr: 1.000e-03, eta: 2 days, 7:49:51, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0573, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.5728, loss: 2.6301, grad_norm: 9.5606 2021-07-07 17:29:14,600 - mmaction - INFO - Epoch [101][1320/3757] lr: 1.000e-03, eta: 2 days, 7:49:29, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6734, top5_acc: 0.8508, loss_cls: 1.4346, loss: 2.4257, grad_norm: 8.9959 2021-07-07 17:29:35,611 - mmaction - INFO - Epoch [101][1340/3757] lr: 1.000e-03, eta: 2 days, 7:49:07, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6562, top5_acc: 0.8328, loss_cls: 1.4724, loss: 2.5005, grad_norm: 9.1042 2021-07-07 17:29:56,889 - mmaction - INFO - Epoch [101][1360/3757] lr: 1.000e-03, eta: 2 days, 7:48:46, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4241, loss: 2.4047, grad_norm: 9.1461 2021-07-07 17:30:18,281 - mmaction - INFO - Epoch [101][1380/3757] lr: 1.000e-03, eta: 2 days, 7:48:24, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0326, top1_acc: 0.6594, top5_acc: 0.8336, loss_cls: 1.5184, loss: 2.5510, grad_norm: 8.9279 2021-07-07 17:30:39,511 - mmaction - INFO - Epoch [101][1400/3757] lr: 1.000e-03, eta: 2 days, 7:48:02, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6344, top5_acc: 0.8320, loss_cls: 1.5132, loss: 2.5356, grad_norm: 9.6187 2021-07-07 17:31:01,062 - mmaction - INFO - Epoch [101][1420/3757] lr: 1.000e-03, eta: 2 days, 7:47:41, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9701, top1_acc: 0.6672, top5_acc: 0.8273, loss_cls: 1.4244, loss: 2.3945, grad_norm: 8.7661 2021-07-07 17:31:22,509 - mmaction - INFO - Epoch [101][1440/3757] lr: 1.000e-03, eta: 2 days, 7:47:19, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0280, top1_acc: 0.6328, top5_acc: 0.8367, loss_cls: 1.5460, loss: 2.5740, grad_norm: 9.4563 2021-07-07 17:31:43,461 - mmaction - INFO - Epoch [101][1460/3757] lr: 1.000e-03, eta: 2 days, 7:46:57, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 1.0153, top1_acc: 0.6469, top5_acc: 0.8477, loss_cls: 1.4595, loss: 2.4748, grad_norm: 9.1580 2021-07-07 17:32:04,424 - mmaction - INFO - Epoch [101][1480/3757] lr: 1.000e-03, eta: 2 days, 7:46:36, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6539, top5_acc: 0.8539, loss_cls: 1.4248, loss: 2.4059, grad_norm: 9.0238 2021-07-07 17:32:25,626 - mmaction - INFO - Epoch [101][1500/3757] lr: 1.000e-03, eta: 2 days, 7:46:14, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0342, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.4897, loss: 2.5238, grad_norm: 9.3183 2021-07-07 17:32:46,709 - mmaction - INFO - Epoch [101][1520/3757] lr: 1.000e-03, eta: 2 days, 7:45:52, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0060, top1_acc: 0.6406, top5_acc: 0.8414, loss_cls: 1.4622, loss: 2.4682, grad_norm: 9.2453 2021-07-07 17:33:08,227 - mmaction - INFO - Epoch [101][1540/3757] lr: 1.000e-03, eta: 2 days, 7:45:31, time: 1.078, data_time: 0.028, memory: 6921, loss_aux: 1.0591, top1_acc: 0.6383, top5_acc: 0.8141, loss_cls: 1.6021, loss: 2.6612, grad_norm: 9.4220 2021-07-07 17:33:29,643 - mmaction - INFO - Epoch [101][1560/3757] lr: 1.000e-03, eta: 2 days, 7:45:09, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9985, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4790, loss: 2.4774, grad_norm: 9.1224 2021-07-07 17:33:50,739 - mmaction - INFO - Epoch [101][1580/3757] lr: 1.000e-03, eta: 2 days, 7:44:47, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.0197, top1_acc: 0.6500, top5_acc: 0.8383, loss_cls: 1.5098, loss: 2.5295, grad_norm: 9.1745 2021-07-07 17:34:12,244 - mmaction - INFO - Epoch [101][1600/3757] lr: 1.000e-03, eta: 2 days, 7:44:26, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6422, top5_acc: 0.8422, loss_cls: 1.4797, loss: 2.4929, grad_norm: 9.2533 2021-07-07 17:34:33,949 - mmaction - INFO - Epoch [101][1620/3757] lr: 1.000e-03, eta: 2 days, 7:44:04, time: 1.088, data_time: 0.005, memory: 6921, loss_aux: 1.0252, top1_acc: 0.6516, top5_acc: 0.8297, loss_cls: 1.5053, loss: 2.5306, grad_norm: 8.9140 2021-07-07 17:34:55,140 - mmaction - INFO - Epoch [101][1640/3757] lr: 1.000e-03, eta: 2 days, 7:43:42, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4388, loss: 2.4253, grad_norm: 9.1377 2021-07-07 17:35:16,073 - mmaction - INFO - Epoch [101][1660/3757] lr: 1.000e-03, eta: 2 days, 7:43:21, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4740, loss: 2.4501, grad_norm: 9.1691 2021-07-07 17:35:37,278 - mmaction - INFO - Epoch [101][1680/3757] lr: 1.000e-03, eta: 2 days, 7:42:59, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0329, top1_acc: 0.6211, top5_acc: 0.8242, loss_cls: 1.5654, loss: 2.5984, grad_norm: 9.3701 2021-07-07 17:35:58,535 - mmaction - INFO - Epoch [101][1700/3757] lr: 1.000e-03, eta: 2 days, 7:42:37, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0013, top1_acc: 0.6664, top5_acc: 0.8266, loss_cls: 1.4940, loss: 2.4953, grad_norm: 8.9962 2021-07-07 17:36:19,612 - mmaction - INFO - Epoch [101][1720/3757] lr: 1.000e-03, eta: 2 days, 7:42:15, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0275, top1_acc: 0.6273, top5_acc: 0.8203, loss_cls: 1.5432, loss: 2.5707, grad_norm: 9.0586 2021-07-07 17:36:40,778 - mmaction - INFO - Epoch [101][1740/3757] lr: 1.000e-03, eta: 2 days, 7:41:54, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6312, top5_acc: 0.8461, loss_cls: 1.5448, loss: 2.5820, grad_norm: 9.3547 2021-07-07 17:37:02,164 - mmaction - INFO - Epoch [101][1760/3757] lr: 1.000e-03, eta: 2 days, 7:41:32, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.4907, loss: 2.4910, grad_norm: 9.1596 2021-07-07 17:37:23,341 - mmaction - INFO - Epoch [101][1780/3757] lr: 1.000e-03, eta: 2 days, 7:41:10, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9998, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.4791, loss: 2.4789, grad_norm: 9.2333 2021-07-07 17:37:45,096 - mmaction - INFO - Epoch [101][1800/3757] lr: 1.000e-03, eta: 2 days, 7:40:49, time: 1.088, data_time: 0.007, memory: 6921, loss_aux: 1.0410, top1_acc: 0.6344, top5_acc: 0.8203, loss_cls: 1.5759, loss: 2.6170, grad_norm: 9.4696 2021-07-07 17:38:06,778 - mmaction - INFO - Epoch [101][1820/3757] lr: 1.000e-03, eta: 2 days, 7:40:27, time: 1.082, data_time: 0.001, memory: 6921, loss_aux: 1.0408, top1_acc: 0.6375, top5_acc: 0.8266, loss_cls: 1.5122, loss: 2.5530, grad_norm: 8.9976 2021-07-07 17:38:27,973 - mmaction - INFO - Epoch [101][1840/3757] lr: 1.000e-03, eta: 2 days, 7:40:06, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0223, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4732, loss: 2.4955, grad_norm: 9.2825 2021-07-07 17:38:49,037 - mmaction - INFO - Epoch [101][1860/3757] lr: 1.000e-03, eta: 2 days, 7:39:44, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0418, top1_acc: 0.6328, top5_acc: 0.8227, loss_cls: 1.5887, loss: 2.6305, grad_norm: 9.0340 2021-07-07 17:39:11,260 - mmaction - INFO - Epoch [101][1880/3757] lr: 1.000e-03, eta: 2 days, 7:39:23, time: 1.111, data_time: 0.017, memory: 6921, loss_aux: 1.0176, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4894, loss: 2.5070, grad_norm: 9.0677 2021-07-07 17:39:32,131 - mmaction - INFO - Epoch [101][1900/3757] lr: 1.000e-03, eta: 2 days, 7:39:01, time: 1.039, data_time: 0.005, memory: 6921, loss_aux: 0.9941, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4086, loss: 2.4026, grad_norm: 8.9283 2021-07-07 17:39:53,576 - mmaction - INFO - Epoch [101][1920/3757] lr: 1.000e-03, eta: 2 days, 7:38:39, time: 1.077, data_time: 0.006, memory: 6921, loss_aux: 1.0101, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4978, loss: 2.5079, grad_norm: 9.3923 2021-07-07 17:40:14,601 - mmaction - INFO - Epoch [101][1940/3757] lr: 1.000e-03, eta: 2 days, 7:38:17, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9710, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.4410, loss: 2.4120, grad_norm: 8.9618 2021-07-07 17:40:35,795 - mmaction - INFO - Epoch [101][1960/3757] lr: 1.000e-03, eta: 2 days, 7:37:56, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0513, top1_acc: 0.6406, top5_acc: 0.8195, loss_cls: 1.5516, loss: 2.6029, grad_norm: 9.4111 2021-07-07 17:40:56,765 - mmaction - INFO - Epoch [101][1980/3757] lr: 1.000e-03, eta: 2 days, 7:37:34, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.0043, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.4820, loss: 2.4863, grad_norm: 9.2305 2021-07-07 17:41:18,153 - mmaction - INFO - Epoch [101][2000/3757] lr: 1.000e-03, eta: 2 days, 7:37:12, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6508, top5_acc: 0.8289, loss_cls: 1.4963, loss: 2.5149, grad_norm: 9.2942 2021-07-07 17:41:39,396 - mmaction - INFO - Epoch [101][2020/3757] lr: 1.000e-03, eta: 2 days, 7:36:50, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0413, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.4921, loss: 2.5334, grad_norm: 9.4130 2021-07-07 17:42:01,027 - mmaction - INFO - Epoch [101][2040/3757] lr: 1.000e-03, eta: 2 days, 7:36:29, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9784, top1_acc: 0.6617, top5_acc: 0.8227, loss_cls: 1.4533, loss: 2.4317, grad_norm: 9.1059 2021-07-07 17:42:22,207 - mmaction - INFO - Epoch [101][2060/3757] lr: 1.000e-03, eta: 2 days, 7:36:07, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.5059, loss: 2.5207, grad_norm: 9.3889 2021-07-07 17:42:43,518 - mmaction - INFO - Epoch [101][2080/3757] lr: 1.000e-03, eta: 2 days, 7:35:46, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0401, top1_acc: 0.6391, top5_acc: 0.8258, loss_cls: 1.5253, loss: 2.5654, grad_norm: 9.2756 2021-07-07 17:43:04,640 - mmaction - INFO - Epoch [101][2100/3757] lr: 1.000e-03, eta: 2 days, 7:35:24, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0097, top1_acc: 0.6469, top5_acc: 0.8336, loss_cls: 1.4726, loss: 2.4823, grad_norm: 9.0312 2021-07-07 17:43:25,999 - mmaction - INFO - Epoch [101][2120/3757] lr: 1.000e-03, eta: 2 days, 7:35:02, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0516, top1_acc: 0.6258, top5_acc: 0.8187, loss_cls: 1.6087, loss: 2.6603, grad_norm: 9.2929 2021-07-07 17:43:47,117 - mmaction - INFO - Epoch [101][2140/3757] lr: 1.000e-03, eta: 2 days, 7:34:40, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 1.0380, top1_acc: 0.6445, top5_acc: 0.8273, loss_cls: 1.5446, loss: 2.5826, grad_norm: 9.2698 2021-07-07 17:44:08,337 - mmaction - INFO - Epoch [101][2160/3757] lr: 1.000e-03, eta: 2 days, 7:34:19, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0371, top1_acc: 0.6391, top5_acc: 0.8211, loss_cls: 1.5638, loss: 2.6009, grad_norm: 9.3550 2021-07-07 17:44:30,168 - mmaction - INFO - Epoch [101][2180/3757] lr: 1.000e-03, eta: 2 days, 7:33:57, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.9977, top1_acc: 0.6625, top5_acc: 0.8391, loss_cls: 1.4590, loss: 2.4567, grad_norm: 8.9965 2021-07-07 17:44:51,276 - mmaction - INFO - Epoch [101][2200/3757] lr: 1.000e-03, eta: 2 days, 7:33:36, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6227, top5_acc: 0.8336, loss_cls: 1.5247, loss: 2.5383, grad_norm: 9.3856 2021-07-07 17:45:12,480 - mmaction - INFO - Epoch [101][2220/3757] lr: 1.000e-03, eta: 2 days, 7:33:14, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0142, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4841, loss: 2.4983, grad_norm: 9.1160 2021-07-07 17:45:33,705 - mmaction - INFO - Epoch [101][2240/3757] lr: 1.000e-03, eta: 2 days, 7:32:52, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0098, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5285, loss: 2.5384, grad_norm: 9.0685 2021-07-07 17:45:54,759 - mmaction - INFO - Epoch [101][2260/3757] lr: 1.000e-03, eta: 2 days, 7:32:30, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6445, top5_acc: 0.8344, loss_cls: 1.4649, loss: 2.4788, grad_norm: 9.1633 2021-07-07 17:46:16,670 - mmaction - INFO - Epoch [101][2280/3757] lr: 1.000e-03, eta: 2 days, 7:32:09, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.0257, top1_acc: 0.6383, top5_acc: 0.8258, loss_cls: 1.5513, loss: 2.5770, grad_norm: 9.3887 2021-07-07 17:46:37,799 - mmaction - INFO - Epoch [101][2300/3757] lr: 1.000e-03, eta: 2 days, 7:31:47, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0694, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5486, loss: 2.6180, grad_norm: 9.3843 2021-07-07 17:46:59,073 - mmaction - INFO - Epoch [101][2320/3757] lr: 1.000e-03, eta: 2 days, 7:31:26, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0662, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.5927, loss: 2.6589, grad_norm: 9.5174 2021-07-07 17:47:20,311 - mmaction - INFO - Epoch [101][2340/3757] lr: 1.000e-03, eta: 2 days, 7:31:04, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0536, top1_acc: 0.6281, top5_acc: 0.8195, loss_cls: 1.5865, loss: 2.6402, grad_norm: 9.5292 2021-07-07 17:47:41,588 - mmaction - INFO - Epoch [101][2360/3757] lr: 1.000e-03, eta: 2 days, 7:30:42, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9956, top1_acc: 0.6344, top5_acc: 0.8430, loss_cls: 1.4731, loss: 2.4687, grad_norm: 9.2470 2021-07-07 17:48:02,815 - mmaction - INFO - Epoch [101][2380/3757] lr: 1.000e-03, eta: 2 days, 7:30:20, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9955, top1_acc: 0.6523, top5_acc: 0.8250, loss_cls: 1.4893, loss: 2.4848, grad_norm: 8.9766 2021-07-07 17:48:23,987 - mmaction - INFO - Epoch [101][2400/3757] lr: 1.000e-03, eta: 2 days, 7:29:59, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0169, top1_acc: 0.6438, top5_acc: 0.8273, loss_cls: 1.5256, loss: 2.5425, grad_norm: 9.2439 2021-07-07 17:48:45,259 - mmaction - INFO - Epoch [101][2420/3757] lr: 1.000e-03, eta: 2 days, 7:29:37, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4383, loss: 2.4445, grad_norm: 8.9648 2021-07-07 17:49:07,412 - mmaction - INFO - Epoch [101][2440/3757] lr: 1.000e-03, eta: 2 days, 7:29:16, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 1.0376, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5289, loss: 2.5664, grad_norm: 9.0142 2021-07-07 17:49:28,475 - mmaction - INFO - Epoch [101][2460/3757] lr: 1.000e-03, eta: 2 days, 7:28:54, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0024, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.4915, loss: 2.4939, grad_norm: 8.9249 2021-07-07 17:49:49,724 - mmaction - INFO - Epoch [101][2480/3757] lr: 1.000e-03, eta: 2 days, 7:28:32, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9659, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.4010, loss: 2.3668, grad_norm: 9.1133 2021-07-07 17:50:10,667 - mmaction - INFO - Epoch [101][2500/3757] lr: 1.000e-03, eta: 2 days, 7:28:10, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0327, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4947, loss: 2.5274, grad_norm: 9.2308 2021-07-07 17:50:31,696 - mmaction - INFO - Epoch [101][2520/3757] lr: 1.000e-03, eta: 2 days, 7:27:49, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6406, top5_acc: 0.8227, loss_cls: 1.5510, loss: 2.5823, grad_norm: 9.2357 2021-07-07 17:50:53,020 - mmaction - INFO - Epoch [101][2540/3757] lr: 1.000e-03, eta: 2 days, 7:27:27, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0194, top1_acc: 0.6539, top5_acc: 0.8297, loss_cls: 1.5416, loss: 2.5610, grad_norm: 9.3125 2021-07-07 17:51:14,190 - mmaction - INFO - Epoch [101][2560/3757] lr: 1.000e-03, eta: 2 days, 7:27:05, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4818, loss: 2.4952, grad_norm: 9.3371 2021-07-07 17:51:35,858 - mmaction - INFO - Epoch [101][2580/3757] lr: 1.000e-03, eta: 2 days, 7:26:44, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9847, top1_acc: 0.6609, top5_acc: 0.8406, loss_cls: 1.4329, loss: 2.4175, grad_norm: 9.0620 2021-07-07 17:51:57,381 - mmaction - INFO - Epoch [101][2600/3757] lr: 1.000e-03, eta: 2 days, 7:26:22, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 1.0065, top1_acc: 0.6617, top5_acc: 0.8320, loss_cls: 1.4954, loss: 2.5019, grad_norm: 9.3626 2021-07-07 17:52:18,552 - mmaction - INFO - Epoch [101][2620/3757] lr: 1.000e-03, eta: 2 days, 7:26:00, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6406, top5_acc: 0.8414, loss_cls: 1.4951, loss: 2.5089, grad_norm: 9.1189 2021-07-07 17:52:40,174 - mmaction - INFO - Epoch [101][2640/3757] lr: 1.000e-03, eta: 2 days, 7:25:39, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.0062, top1_acc: 0.6578, top5_acc: 0.8313, loss_cls: 1.4770, loss: 2.4831, grad_norm: 9.0133 2021-07-07 17:53:01,433 - mmaction - INFO - Epoch [101][2660/3757] lr: 1.000e-03, eta: 2 days, 7:25:17, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0333, top1_acc: 0.6414, top5_acc: 0.8258, loss_cls: 1.4948, loss: 2.5281, grad_norm: 9.1733 2021-07-07 17:53:22,722 - mmaction - INFO - Epoch [101][2680/3757] lr: 1.000e-03, eta: 2 days, 7:24:56, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.5294, loss: 2.5566, grad_norm: 9.3101 2021-07-07 17:53:43,967 - mmaction - INFO - Epoch [101][2700/3757] lr: 1.000e-03, eta: 2 days, 7:24:34, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0405, top1_acc: 0.6227, top5_acc: 0.8352, loss_cls: 1.5410, loss: 2.5815, grad_norm: 9.5211 2021-07-07 17:54:04,865 - mmaction - INFO - Epoch [101][2720/3757] lr: 1.000e-03, eta: 2 days, 7:24:12, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0194, top1_acc: 0.6508, top5_acc: 0.8242, loss_cls: 1.5199, loss: 2.5393, grad_norm: 9.3206 2021-07-07 17:54:26,097 - mmaction - INFO - Epoch [101][2740/3757] lr: 1.000e-03, eta: 2 days, 7:23:50, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0006, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.4805, loss: 2.4811, grad_norm: 9.1353 2021-07-07 17:54:48,451 - mmaction - INFO - Epoch [101][2760/3757] lr: 1.000e-03, eta: 2 days, 7:23:29, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 1.0843, top1_acc: 0.6219, top5_acc: 0.8102, loss_cls: 1.6299, loss: 2.7143, grad_norm: 9.6428 2021-07-07 17:55:09,538 - mmaction - INFO - Epoch [101][2780/3757] lr: 1.000e-03, eta: 2 days, 7:23:07, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0556, top1_acc: 0.6312, top5_acc: 0.8219, loss_cls: 1.5962, loss: 2.6518, grad_norm: 9.0019 2021-07-07 17:55:31,500 - mmaction - INFO - Epoch [101][2800/3757] lr: 1.000e-03, eta: 2 days, 7:22:46, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6250, top5_acc: 0.8195, loss_cls: 1.5832, loss: 2.6313, grad_norm: 9.2933 2021-07-07 17:55:52,620 - mmaction - INFO - Epoch [101][2820/3757] lr: 1.000e-03, eta: 2 days, 7:22:24, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0080, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4736, loss: 2.4816, grad_norm: 9.1685 2021-07-07 17:56:13,908 - mmaction - INFO - Epoch [101][2840/3757] lr: 1.000e-03, eta: 2 days, 7:22:03, time: 1.063, data_time: 0.015, memory: 6921, loss_aux: 1.0060, top1_acc: 0.6406, top5_acc: 0.8492, loss_cls: 1.4825, loss: 2.4886, grad_norm: 9.5111 2021-07-07 17:56:34,997 - mmaction - INFO - Epoch [101][2860/3757] lr: 1.000e-03, eta: 2 days, 7:21:41, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0198, top1_acc: 0.6477, top5_acc: 0.8297, loss_cls: 1.5036, loss: 2.5234, grad_norm: 9.5709 2021-07-07 17:56:56,091 - mmaction - INFO - Epoch [101][2880/3757] lr: 1.000e-03, eta: 2 days, 7:21:19, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0305, top1_acc: 0.6414, top5_acc: 0.8297, loss_cls: 1.5572, loss: 2.5877, grad_norm: 9.4902 2021-07-07 17:57:17,581 - mmaction - INFO - Epoch [101][2900/3757] lr: 1.000e-03, eta: 2 days, 7:20:58, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.4964, loss: 2.5264, grad_norm: 8.9390 2021-07-07 17:57:39,356 - mmaction - INFO - Epoch [101][2920/3757] lr: 1.000e-03, eta: 2 days, 7:20:36, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0285, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4745, loss: 2.5029, grad_norm: 9.3382 2021-07-07 17:58:00,191 - mmaction - INFO - Epoch [101][2940/3757] lr: 1.000e-03, eta: 2 days, 7:20:14, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.0504, top1_acc: 0.6188, top5_acc: 0.8273, loss_cls: 1.5816, loss: 2.6319, grad_norm: 9.4305 2021-07-07 17:58:21,604 - mmaction - INFO - Epoch [101][2960/3757] lr: 1.000e-03, eta: 2 days, 7:19:53, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6617, top5_acc: 0.8328, loss_cls: 1.4354, loss: 2.4327, grad_norm: 9.0047 2021-07-07 17:58:42,661 - mmaction - INFO - Epoch [101][2980/3757] lr: 1.000e-03, eta: 2 days, 7:19:31, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0294, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.4902, loss: 2.5195, grad_norm: 9.1542 2021-07-07 17:59:03,794 - mmaction - INFO - Epoch [101][3000/3757] lr: 1.000e-03, eta: 2 days, 7:19:09, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9922, top1_acc: 0.6555, top5_acc: 0.8344, loss_cls: 1.4775, loss: 2.4696, grad_norm: 9.1786 2021-07-07 17:59:25,470 - mmaction - INFO - Epoch [101][3020/3757] lr: 1.000e-03, eta: 2 days, 7:18:48, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 1.0259, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5370, loss: 2.5628, grad_norm: 9.1897 2021-07-07 17:59:46,337 - mmaction - INFO - Epoch [101][3040/3757] lr: 1.000e-03, eta: 2 days, 7:18:26, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0153, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4843, loss: 2.4996, grad_norm: 9.3600 2021-07-07 18:00:07,533 - mmaction - INFO - Epoch [101][3060/3757] lr: 1.000e-03, eta: 2 days, 7:18:04, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6625, top5_acc: 0.8211, loss_cls: 1.5186, loss: 2.5413, grad_norm: 9.3861 2021-07-07 18:00:28,682 - mmaction - INFO - Epoch [101][3080/3757] lr: 1.000e-03, eta: 2 days, 7:17:42, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6438, top5_acc: 0.8453, loss_cls: 1.4858, loss: 2.4853, grad_norm: 9.3114 2021-07-07 18:00:49,868 - mmaction - INFO - Epoch [101][3100/3757] lr: 1.000e-03, eta: 2 days, 7:17:20, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6414, top5_acc: 0.8281, loss_cls: 1.4637, loss: 2.4617, grad_norm: 8.9629 2021-07-07 18:01:11,485 - mmaction - INFO - Epoch [101][3120/3757] lr: 1.000e-03, eta: 2 days, 7:16:59, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.0230, top1_acc: 0.6516, top5_acc: 0.8273, loss_cls: 1.5226, loss: 2.5456, grad_norm: 9.2453 2021-07-07 18:01:32,972 - mmaction - INFO - Epoch [101][3140/3757] lr: 1.000e-03, eta: 2 days, 7:16:37, time: 1.073, data_time: 0.028, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.4326, loss: 2.4052, grad_norm: 9.0999 2021-07-07 18:01:54,328 - mmaction - INFO - Epoch [101][3160/3757] lr: 1.000e-03, eta: 2 days, 7:16:16, time: 1.068, data_time: 0.025, memory: 6921, loss_aux: 1.0400, top1_acc: 0.6266, top5_acc: 0.8375, loss_cls: 1.5465, loss: 2.5866, grad_norm: 9.4478 2021-07-07 18:02:16,203 - mmaction - INFO - Epoch [101][3180/3757] lr: 1.000e-03, eta: 2 days, 7:15:54, time: 1.093, data_time: 0.063, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4651, loss: 2.4561, grad_norm: 9.2491 2021-07-07 18:02:38,160 - mmaction - INFO - Epoch [101][3200/3757] lr: 1.000e-03, eta: 2 days, 7:15:33, time: 1.099, data_time: 0.067, memory: 6921, loss_aux: 1.0054, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4720, loss: 2.4774, grad_norm: 9.2887 2021-07-07 18:02:58,983 - mmaction - INFO - Epoch [101][3220/3757] lr: 1.000e-03, eta: 2 days, 7:15:11, time: 1.042, data_time: 0.005, memory: 6921, loss_aux: 1.0115, top1_acc: 0.6461, top5_acc: 0.8297, loss_cls: 1.5021, loss: 2.5136, grad_norm: 9.3114 2021-07-07 18:03:20,077 - mmaction - INFO - Epoch [101][3240/3757] lr: 1.000e-03, eta: 2 days, 7:14:49, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0363, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5050, loss: 2.5413, grad_norm: 9.3319 2021-07-07 18:03:41,078 - mmaction - INFO - Epoch [101][3260/3757] lr: 1.000e-03, eta: 2 days, 7:14:28, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.0215, top1_acc: 0.6547, top5_acc: 0.8297, loss_cls: 1.4993, loss: 2.5208, grad_norm: 9.0923 2021-07-07 18:04:02,263 - mmaction - INFO - Epoch [101][3280/3757] lr: 1.000e-03, eta: 2 days, 7:14:06, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6219, top5_acc: 0.8328, loss_cls: 1.5479, loss: 2.5851, grad_norm: 9.6550 2021-07-07 18:04:23,476 - mmaction - INFO - Epoch [101][3300/3757] lr: 1.000e-03, eta: 2 days, 7:13:44, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9957, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4710, loss: 2.4667, grad_norm: 9.1839 2021-07-07 18:04:44,969 - mmaction - INFO - Epoch [101][3320/3757] lr: 1.000e-03, eta: 2 days, 7:13:23, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6680, top5_acc: 0.8445, loss_cls: 1.4045, loss: 2.3880, grad_norm: 8.9409 2021-07-07 18:05:06,423 - mmaction - INFO - Epoch [101][3340/3757] lr: 1.000e-03, eta: 2 days, 7:13:01, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3912, loss: 2.3806, grad_norm: 9.0128 2021-07-07 18:05:27,636 - mmaction - INFO - Epoch [101][3360/3757] lr: 1.000e-03, eta: 2 days, 7:12:39, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0693, top1_acc: 0.6359, top5_acc: 0.8289, loss_cls: 1.5696, loss: 2.6389, grad_norm: 9.3482 2021-07-07 18:05:48,615 - mmaction - INFO - Epoch [101][3380/3757] lr: 1.000e-03, eta: 2 days, 7:12:17, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4224, loss: 2.4190, grad_norm: 9.1219 2021-07-07 18:06:09,708 - mmaction - INFO - Epoch [101][3400/3757] lr: 1.000e-03, eta: 2 days, 7:11:56, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0766, top1_acc: 0.6242, top5_acc: 0.8195, loss_cls: 1.6145, loss: 2.6911, grad_norm: 9.4738 2021-07-07 18:06:31,573 - mmaction - INFO - Epoch [101][3420/3757] lr: 1.000e-03, eta: 2 days, 7:11:34, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0109, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4527, loss: 2.4636, grad_norm: 9.1281 2021-07-07 18:06:52,555 - mmaction - INFO - Epoch [101][3440/3757] lr: 1.000e-03, eta: 2 days, 7:11:12, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0307, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.5066, loss: 2.5373, grad_norm: 9.7016 2021-07-07 18:07:13,852 - mmaction - INFO - Epoch [101][3460/3757] lr: 1.000e-03, eta: 2 days, 7:10:51, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0283, top1_acc: 0.6391, top5_acc: 0.8250, loss_cls: 1.5213, loss: 2.5496, grad_norm: 9.2219 2021-07-07 18:07:35,133 - mmaction - INFO - Epoch [101][3480/3757] lr: 1.000e-03, eta: 2 days, 7:10:29, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0077, top1_acc: 0.6539, top5_acc: 0.8250, loss_cls: 1.4804, loss: 2.4881, grad_norm: 9.3204 2021-07-07 18:07:56,343 - mmaction - INFO - Epoch [101][3500/3757] lr: 1.000e-03, eta: 2 days, 7:10:07, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6398, top5_acc: 0.8273, loss_cls: 1.5143, loss: 2.5623, grad_norm: 9.2757 2021-07-07 18:08:17,527 - mmaction - INFO - Epoch [101][3520/3757] lr: 1.000e-03, eta: 2 days, 7:09:46, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0230, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.5101, loss: 2.5331, grad_norm: 9.4354 2021-07-07 18:08:38,373 - mmaction - INFO - Epoch [101][3540/3757] lr: 1.000e-03, eta: 2 days, 7:09:24, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.0554, top1_acc: 0.6234, top5_acc: 0.8180, loss_cls: 1.5666, loss: 2.6220, grad_norm: 9.5062 2021-07-07 18:08:59,525 - mmaction - INFO - Epoch [101][3560/3757] lr: 1.000e-03, eta: 2 days, 7:09:02, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9991, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4730, loss: 2.4721, grad_norm: 9.0891 2021-07-07 18:09:20,806 - mmaction - INFO - Epoch [101][3580/3757] lr: 1.000e-03, eta: 2 days, 7:08:40, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0077, top1_acc: 0.6648, top5_acc: 0.8305, loss_cls: 1.4703, loss: 2.4780, grad_norm: 9.0070 2021-07-07 18:09:42,164 - mmaction - INFO - Epoch [101][3600/3757] lr: 1.000e-03, eta: 2 days, 7:08:19, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0129, top1_acc: 0.6555, top5_acc: 0.8258, loss_cls: 1.5148, loss: 2.5277, grad_norm: 9.5611 2021-07-07 18:10:03,241 - mmaction - INFO - Epoch [101][3620/3757] lr: 1.000e-03, eta: 2 days, 7:07:57, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0402, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5298, loss: 2.5700, grad_norm: 9.4461 2021-07-07 18:10:24,427 - mmaction - INFO - Epoch [101][3640/3757] lr: 1.000e-03, eta: 2 days, 7:07:35, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0367, top1_acc: 0.6336, top5_acc: 0.8305, loss_cls: 1.5701, loss: 2.6068, grad_norm: 9.7219 2021-07-07 18:10:46,354 - mmaction - INFO - Epoch [101][3660/3757] lr: 1.000e-03, eta: 2 days, 7:07:14, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 0.9471, top1_acc: 0.6617, top5_acc: 0.8578, loss_cls: 1.3694, loss: 2.3165, grad_norm: 8.9590 2021-07-07 18:11:07,622 - mmaction - INFO - Epoch [101][3680/3757] lr: 1.000e-03, eta: 2 days, 7:06:52, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0070, top1_acc: 0.6344, top5_acc: 0.8289, loss_cls: 1.4925, loss: 2.4995, grad_norm: 9.0916 2021-07-07 18:11:28,643 - mmaction - INFO - Epoch [101][3700/3757] lr: 1.000e-03, eta: 2 days, 7:06:30, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0774, top1_acc: 0.6055, top5_acc: 0.8102, loss_cls: 1.6347, loss: 2.7121, grad_norm: 9.5928 2021-07-07 18:11:50,026 - mmaction - INFO - Epoch [101][3720/3757] lr: 1.000e-03, eta: 2 days, 7:06:09, time: 1.071, data_time: 0.015, memory: 6921, loss_aux: 1.0174, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.5005, loss: 2.5179, grad_norm: 9.5315 2021-07-07 18:12:11,315 - mmaction - INFO - Epoch [101][3740/3757] lr: 1.000e-03, eta: 2 days, 7:05:47, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9923, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4777, loss: 2.4700, grad_norm: 9.0440 2021-07-07 18:12:29,509 - mmaction - INFO - Saving checkpoint at 101 epochs 2021-07-07 18:13:32,784 - mmaction - INFO - Epoch [102][20/3757] lr: 1.000e-03, eta: 2 days, 7:05:18, time: 3.086, data_time: 1.953, memory: 6921, loss_aux: 0.9532, top1_acc: 0.6766, top5_acc: 0.8492, loss_cls: 1.3541, loss: 2.3073, grad_norm: 8.9391 2021-07-07 18:13:53,752 - mmaction - INFO - Epoch [102][40/3757] lr: 1.000e-03, eta: 2 days, 7:04:56, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6680, top5_acc: 0.8359, loss_cls: 1.4470, loss: 2.4357, grad_norm: 9.2121 2021-07-07 18:14:14,794 - mmaction - INFO - Epoch [102][60/3757] lr: 1.000e-03, eta: 2 days, 7:04:34, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0315, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.5064, loss: 2.5380, grad_norm: 9.4662 2021-07-07 18:14:35,877 - mmaction - INFO - Epoch [102][80/3757] lr: 1.000e-03, eta: 2 days, 7:04:12, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6484, top5_acc: 0.8289, loss_cls: 1.4887, loss: 2.4806, grad_norm: 9.1978 2021-07-07 18:14:57,095 - mmaction - INFO - Epoch [102][100/3757] lr: 1.000e-03, eta: 2 days, 7:03:51, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.5033, loss: 2.5139, grad_norm: 9.1488 2021-07-07 18:15:18,662 - mmaction - INFO - Epoch [102][120/3757] lr: 1.000e-03, eta: 2 days, 7:03:29, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 0.9698, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.4017, loss: 2.3715, grad_norm: 9.0110 2021-07-07 18:15:39,851 - mmaction - INFO - Epoch [102][140/3757] lr: 1.000e-03, eta: 2 days, 7:03:07, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6508, top5_acc: 0.8273, loss_cls: 1.5023, loss: 2.5157, grad_norm: 9.0795 2021-07-07 18:16:01,192 - mmaction - INFO - Epoch [102][160/3757] lr: 1.000e-03, eta: 2 days, 7:02:46, time: 1.067, data_time: 0.007, memory: 6921, loss_aux: 1.0057, top1_acc: 0.6445, top5_acc: 0.8453, loss_cls: 1.4518, loss: 2.4575, grad_norm: 9.1018 2021-07-07 18:16:22,254 - mmaction - INFO - Epoch [102][180/3757] lr: 1.000e-03, eta: 2 days, 7:02:24, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.4513, loss: 2.4480, grad_norm: 9.2426 2021-07-07 18:16:43,797 - mmaction - INFO - Epoch [102][200/3757] lr: 1.000e-03, eta: 2 days, 7:02:02, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0332, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5436, loss: 2.5769, grad_norm: 9.5569 2021-07-07 18:17:04,755 - mmaction - INFO - Epoch [102][220/3757] lr: 1.000e-03, eta: 2 days, 7:01:41, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0096, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.4933, loss: 2.5029, grad_norm: 9.5258 2021-07-07 18:17:25,843 - mmaction - INFO - Epoch [102][240/3757] lr: 1.000e-03, eta: 2 days, 7:01:19, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0013, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.4260, loss: 2.4273, grad_norm: 9.3095 2021-07-07 18:17:47,174 - mmaction - INFO - Epoch [102][260/3757] lr: 1.000e-03, eta: 2 days, 7:00:57, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5099, loss: 2.5229, grad_norm: 9.1067 2021-07-07 18:18:09,251 - mmaction - INFO - Epoch [102][280/3757] lr: 1.000e-03, eta: 2 days, 7:00:36, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4466, loss: 2.4594, grad_norm: 9.1669 2021-07-07 18:18:30,365 - mmaction - INFO - Epoch [102][300/3757] lr: 1.000e-03, eta: 2 days, 7:00:14, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6414, top5_acc: 0.8328, loss_cls: 1.5336, loss: 2.5640, grad_norm: 9.3956 2021-07-07 18:18:51,590 - mmaction - INFO - Epoch [102][320/3757] lr: 1.000e-03, eta: 2 days, 6:59:52, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0254, top1_acc: 0.6562, top5_acc: 0.8344, loss_cls: 1.4831, loss: 2.5085, grad_norm: 9.2147 2021-07-07 18:19:12,629 - mmaction - INFO - Epoch [102][340/3757] lr: 1.000e-03, eta: 2 days, 6:59:31, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.3853, loss: 2.3941, grad_norm: 9.4073 2021-07-07 18:19:34,495 - mmaction - INFO - Epoch [102][360/3757] lr: 1.000e-03, eta: 2 days, 6:59:09, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 0.9533, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3698, loss: 2.3231, grad_norm: 9.0590 2021-07-07 18:19:55,620 - mmaction - INFO - Epoch [102][380/3757] lr: 1.000e-03, eta: 2 days, 6:58:48, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0488, top1_acc: 0.6406, top5_acc: 0.8148, loss_cls: 1.5565, loss: 2.6054, grad_norm: 9.6586 2021-07-07 18:20:16,700 - mmaction - INFO - Epoch [102][400/3757] lr: 1.000e-03, eta: 2 days, 6:58:26, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0248, top1_acc: 0.6430, top5_acc: 0.8273, loss_cls: 1.5138, loss: 2.5386, grad_norm: 9.3860 2021-07-07 18:20:38,693 - mmaction - INFO - Epoch [102][420/3757] lr: 1.000e-03, eta: 2 days, 6:58:04, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 0.9882, top1_acc: 0.6367, top5_acc: 0.8453, loss_cls: 1.4791, loss: 2.4672, grad_norm: 9.3743 2021-07-07 18:20:59,660 - mmaction - INFO - Epoch [102][440/3757] lr: 1.000e-03, eta: 2 days, 6:57:43, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9961, top1_acc: 0.6516, top5_acc: 0.8289, loss_cls: 1.5197, loss: 2.5158, grad_norm: 9.2616 2021-07-07 18:21:20,723 - mmaction - INFO - Epoch [102][460/3757] lr: 1.000e-03, eta: 2 days, 6:57:21, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9959, top1_acc: 0.6602, top5_acc: 0.8344, loss_cls: 1.4622, loss: 2.4581, grad_norm: 9.1692 2021-07-07 18:21:41,704 - mmaction - INFO - Epoch [102][480/3757] lr: 1.000e-03, eta: 2 days, 6:56:59, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4835, loss: 2.4994, grad_norm: 9.4531 2021-07-07 18:22:02,744 - mmaction - INFO - Epoch [102][500/3757] lr: 1.000e-03, eta: 2 days, 6:56:37, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6461, top5_acc: 0.8250, loss_cls: 1.5279, loss: 2.5636, grad_norm: 9.4469 2021-07-07 18:22:23,875 - mmaction - INFO - Epoch [102][520/3757] lr: 1.000e-03, eta: 2 days, 6:56:15, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4216, loss: 2.3838, grad_norm: 9.0025 2021-07-07 18:22:45,260 - mmaction - INFO - Epoch [102][540/3757] lr: 1.000e-03, eta: 2 days, 6:55:54, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0449, top1_acc: 0.6336, top5_acc: 0.8297, loss_cls: 1.5663, loss: 2.6112, grad_norm: 9.4907 2021-07-07 18:23:07,350 - mmaction - INFO - Epoch [102][560/3757] lr: 1.000e-03, eta: 2 days, 6:55:33, time: 1.107, data_time: 0.006, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6781, top5_acc: 0.8492, loss_cls: 1.3841, loss: 2.3468, grad_norm: 9.2189 2021-07-07 18:23:28,657 - mmaction - INFO - Epoch [102][580/3757] lr: 1.000e-03, eta: 2 days, 6:55:11, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0830, top1_acc: 0.6234, top5_acc: 0.8203, loss_cls: 1.5938, loss: 2.6767, grad_norm: 9.3707 2021-07-07 18:23:49,760 - mmaction - INFO - Epoch [102][600/3757] lr: 1.000e-03, eta: 2 days, 6:54:49, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0124, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.4829, loss: 2.4952, grad_norm: 9.0223 2021-07-07 18:24:11,844 - mmaction - INFO - Epoch [102][620/3757] lr: 1.000e-03, eta: 2 days, 6:54:28, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 1.0407, top1_acc: 0.6422, top5_acc: 0.8281, loss_cls: 1.5038, loss: 2.5446, grad_norm: 9.0525 2021-07-07 18:24:32,992 - mmaction - INFO - Epoch [102][640/3757] lr: 1.000e-03, eta: 2 days, 6:54:06, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0556, top1_acc: 0.6102, top5_acc: 0.8148, loss_cls: 1.5920, loss: 2.6476, grad_norm: 9.5881 2021-07-07 18:24:54,119 - mmaction - INFO - Epoch [102][660/3757] lr: 1.000e-03, eta: 2 days, 6:53:44, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6445, top5_acc: 0.8422, loss_cls: 1.4788, loss: 2.5059, grad_norm: 9.2029 2021-07-07 18:25:15,290 - mmaction - INFO - Epoch [102][680/3757] lr: 1.000e-03, eta: 2 days, 6:53:23, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6758, top5_acc: 0.8445, loss_cls: 1.4194, loss: 2.3957, grad_norm: 9.0644 2021-07-07 18:25:36,339 - mmaction - INFO - Epoch [102][700/3757] lr: 1.000e-03, eta: 2 days, 6:53:01, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0208, top1_acc: 0.6422, top5_acc: 0.8234, loss_cls: 1.5559, loss: 2.5767, grad_norm: 9.2819 2021-07-07 18:25:57,458 - mmaction - INFO - Epoch [102][720/3757] lr: 1.000e-03, eta: 2 days, 6:52:39, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9867, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4476, loss: 2.4343, grad_norm: 9.0631 2021-07-07 18:26:19,100 - mmaction - INFO - Epoch [102][740/3757] lr: 1.000e-03, eta: 2 days, 6:52:18, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.0125, top1_acc: 0.6469, top5_acc: 0.8273, loss_cls: 1.5174, loss: 2.5299, grad_norm: 9.4213 2021-07-07 18:26:40,807 - mmaction - INFO - Epoch [102][760/3757] lr: 1.000e-03, eta: 2 days, 6:51:56, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 0.9791, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.4016, loss: 2.3807, grad_norm: 8.8681 2021-07-07 18:27:01,883 - mmaction - INFO - Epoch [102][780/3757] lr: 1.000e-03, eta: 2 days, 6:51:34, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.0526, top1_acc: 0.6453, top5_acc: 0.8289, loss_cls: 1.5289, loss: 2.5815, grad_norm: 9.4717 2021-07-07 18:27:23,110 - mmaction - INFO - Epoch [102][800/3757] lr: 1.000e-03, eta: 2 days, 6:51:13, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.0264, top1_acc: 0.6289, top5_acc: 0.8195, loss_cls: 1.5555, loss: 2.5819, grad_norm: 9.2821 2021-07-07 18:27:44,380 - mmaction - INFO - Epoch [102][820/3757] lr: 1.000e-03, eta: 2 days, 6:50:51, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.5085, loss: 2.5214, grad_norm: 9.1795 2021-07-07 18:28:05,765 - mmaction - INFO - Epoch [102][840/3757] lr: 1.000e-03, eta: 2 days, 6:50:29, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 1.0189, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4786, loss: 2.4975, grad_norm: 9.2191 2021-07-07 18:28:26,855 - mmaction - INFO - Epoch [102][860/3757] lr: 1.000e-03, eta: 2 days, 6:50:08, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0148, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4709, loss: 2.4857, grad_norm: 9.2449 2021-07-07 18:28:48,061 - mmaction - INFO - Epoch [102][880/3757] lr: 1.000e-03, eta: 2 days, 6:49:46, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0704, top1_acc: 0.6289, top5_acc: 0.8148, loss_cls: 1.5916, loss: 2.6620, grad_norm: 9.4422 2021-07-07 18:29:09,028 - mmaction - INFO - Epoch [102][900/3757] lr: 1.000e-03, eta: 2 days, 6:49:24, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0232, top1_acc: 0.6375, top5_acc: 0.8313, loss_cls: 1.5075, loss: 2.5307, grad_norm: 9.1573 2021-07-07 18:29:30,543 - mmaction - INFO - Epoch [102][920/3757] lr: 1.000e-03, eta: 2 days, 6:49:02, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9965, top1_acc: 0.6500, top5_acc: 0.8453, loss_cls: 1.4622, loss: 2.4587, grad_norm: 9.1544 2021-07-07 18:29:51,620 - mmaction - INFO - Epoch [102][940/3757] lr: 1.000e-03, eta: 2 days, 6:48:41, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6328, top5_acc: 0.8305, loss_cls: 1.4904, loss: 2.5113, grad_norm: 9.0864 2021-07-07 18:30:14,094 - mmaction - INFO - Epoch [102][960/3757] lr: 1.000e-03, eta: 2 days, 6:48:20, time: 1.126, data_time: 0.007, memory: 6921, loss_aux: 1.0378, top1_acc: 0.6430, top5_acc: 0.8211, loss_cls: 1.5469, loss: 2.5847, grad_norm: 9.2593 2021-07-07 18:30:34,999 - mmaction - INFO - Epoch [102][980/3757] lr: 1.000e-03, eta: 2 days, 6:47:58, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4253, loss: 2.4180, grad_norm: 9.1505 2021-07-07 18:30:56,210 - mmaction - INFO - Epoch [102][1000/3757] lr: 1.000e-03, eta: 2 days, 6:47:36, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0338, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5268, loss: 2.5606, grad_norm: 9.0907 2021-07-07 18:31:17,477 - mmaction - INFO - Epoch [102][1020/3757] lr: 1.000e-03, eta: 2 days, 6:47:14, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.5105, loss: 2.5386, grad_norm: 9.2737 2021-07-07 18:31:38,731 - mmaction - INFO - Epoch [102][1040/3757] lr: 1.000e-03, eta: 2 days, 6:46:53, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0395, top1_acc: 0.6367, top5_acc: 0.8242, loss_cls: 1.5098, loss: 2.5493, grad_norm: 9.2100 2021-07-07 18:31:59,701 - mmaction - INFO - Epoch [102][1060/3757] lr: 1.000e-03, eta: 2 days, 6:46:31, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9839, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.4554, loss: 2.4393, grad_norm: 9.2476 2021-07-07 18:32:20,794 - mmaction - INFO - Epoch [102][1080/3757] lr: 1.000e-03, eta: 2 days, 6:46:09, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9757, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.3978, loss: 2.3735, grad_norm: 8.9822 2021-07-07 18:32:42,368 - mmaction - INFO - Epoch [102][1100/3757] lr: 1.000e-03, eta: 2 days, 6:45:47, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6391, top5_acc: 0.8242, loss_cls: 1.5469, loss: 2.5671, grad_norm: 9.6068 2021-07-07 18:33:03,519 - mmaction - INFO - Epoch [102][1120/3757] lr: 1.000e-03, eta: 2 days, 6:45:26, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6375, top5_acc: 0.8438, loss_cls: 1.4861, loss: 2.5045, grad_norm: 9.4192 2021-07-07 18:33:24,622 - mmaction - INFO - Epoch [102][1140/3757] lr: 1.000e-03, eta: 2 days, 6:45:04, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.4811, loss: 2.4977, grad_norm: 9.3310 2021-07-07 18:33:45,653 - mmaction - INFO - Epoch [102][1160/3757] lr: 1.000e-03, eta: 2 days, 6:44:42, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.5285, loss: 2.5640, grad_norm: 9.3777 2021-07-07 18:34:06,734 - mmaction - INFO - Epoch [102][1180/3757] lr: 1.000e-03, eta: 2 days, 6:44:20, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 0.9904, top1_acc: 0.6719, top5_acc: 0.8352, loss_cls: 1.4430, loss: 2.4334, grad_norm: 8.9690 2021-07-07 18:34:28,014 - mmaction - INFO - Epoch [102][1200/3757] lr: 1.000e-03, eta: 2 days, 6:43:59, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.4855, loss: 2.4835, grad_norm: 9.0084 2021-07-07 18:34:49,511 - mmaction - INFO - Epoch [102][1220/3757] lr: 1.000e-03, eta: 2 days, 6:43:37, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9954, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.4514, loss: 2.4469, grad_norm: 8.9971 2021-07-07 18:35:10,552 - mmaction - INFO - Epoch [102][1240/3757] lr: 1.000e-03, eta: 2 days, 6:43:15, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0414, top1_acc: 0.6320, top5_acc: 0.8242, loss_cls: 1.5796, loss: 2.6211, grad_norm: 9.6449 2021-07-07 18:35:31,820 - mmaction - INFO - Epoch [102][1260/3757] lr: 1.000e-03, eta: 2 days, 6:42:54, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0316, top1_acc: 0.6477, top5_acc: 0.8344, loss_cls: 1.5554, loss: 2.5870, grad_norm: 9.2381 2021-07-07 18:35:53,100 - mmaction - INFO - Epoch [102][1280/3757] lr: 1.000e-03, eta: 2 days, 6:42:32, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4411, loss: 2.4408, grad_norm: 9.0342 2021-07-07 18:36:14,425 - mmaction - INFO - Epoch [102][1300/3757] lr: 1.000e-03, eta: 2 days, 6:42:10, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6383, top5_acc: 0.8352, loss_cls: 1.4827, loss: 2.4930, grad_norm: 9.2234 2021-07-07 18:36:35,406 - mmaction - INFO - Epoch [102][1320/3757] lr: 1.000e-03, eta: 2 days, 6:41:49, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9851, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4406, loss: 2.4257, grad_norm: 9.1249 2021-07-07 18:36:56,569 - mmaction - INFO - Epoch [102][1340/3757] lr: 1.000e-03, eta: 2 days, 6:41:27, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0041, top1_acc: 0.6672, top5_acc: 0.8398, loss_cls: 1.4521, loss: 2.4562, grad_norm: 8.9021 2021-07-07 18:37:17,741 - mmaction - INFO - Epoch [102][1360/3757] lr: 1.000e-03, eta: 2 days, 6:41:05, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0018, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4769, loss: 2.4787, grad_norm: 8.9504 2021-07-07 18:37:39,036 - mmaction - INFO - Epoch [102][1380/3757] lr: 1.000e-03, eta: 2 days, 6:40:43, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9604, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4060, loss: 2.3665, grad_norm: 9.2558 2021-07-07 18:38:00,005 - mmaction - INFO - Epoch [102][1400/3757] lr: 1.000e-03, eta: 2 days, 6:40:22, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4392, loss: 2.4207, grad_norm: 8.9597 2021-07-07 18:38:21,212 - mmaction - INFO - Epoch [102][1420/3757] lr: 1.000e-03, eta: 2 days, 6:40:00, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0152, top1_acc: 0.6508, top5_acc: 0.8344, loss_cls: 1.4901, loss: 2.5053, grad_norm: 9.2846 2021-07-07 18:38:42,221 - mmaction - INFO - Epoch [102][1440/3757] lr: 1.000e-03, eta: 2 days, 6:39:38, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9951, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.4124, loss: 2.4075, grad_norm: 8.9926 2021-07-07 18:39:03,610 - mmaction - INFO - Epoch [102][1460/3757] lr: 1.000e-03, eta: 2 days, 6:39:16, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0213, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4835, loss: 2.5048, grad_norm: 9.2587 2021-07-07 18:39:25,321 - mmaction - INFO - Epoch [102][1480/3757] lr: 1.000e-03, eta: 2 days, 6:38:55, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9588, top1_acc: 0.6586, top5_acc: 0.8523, loss_cls: 1.4067, loss: 2.3655, grad_norm: 9.2221 2021-07-07 18:39:46,456 - mmaction - INFO - Epoch [102][1500/3757] lr: 1.000e-03, eta: 2 days, 6:38:33, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9859, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4661, loss: 2.4520, grad_norm: 9.3331 2021-07-07 18:40:07,711 - mmaction - INFO - Epoch [102][1520/3757] lr: 1.000e-03, eta: 2 days, 6:38:12, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6359, top5_acc: 0.8219, loss_cls: 1.5640, loss: 2.6131, grad_norm: 9.1153 2021-07-07 18:40:29,034 - mmaction - INFO - Epoch [102][1540/3757] lr: 1.000e-03, eta: 2 days, 6:37:50, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6625, top5_acc: 0.8547, loss_cls: 1.3843, loss: 2.3635, grad_norm: 9.2824 2021-07-07 18:40:50,691 - mmaction - INFO - Epoch [102][1560/3757] lr: 1.000e-03, eta: 2 days, 6:37:28, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.0018, top1_acc: 0.6555, top5_acc: 0.8234, loss_cls: 1.4878, loss: 2.4896, grad_norm: 9.3783 2021-07-07 18:41:12,048 - mmaction - INFO - Epoch [102][1580/3757] lr: 1.000e-03, eta: 2 days, 6:37:07, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9671, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4632, loss: 2.4303, grad_norm: 9.2995 2021-07-07 18:41:33,101 - mmaction - INFO - Epoch [102][1600/3757] lr: 1.000e-03, eta: 2 days, 6:36:45, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6328, top5_acc: 0.8469, loss_cls: 1.4856, loss: 2.4952, grad_norm: 9.6662 2021-07-07 18:41:54,404 - mmaction - INFO - Epoch [102][1620/3757] lr: 1.000e-03, eta: 2 days, 6:36:23, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0447, top1_acc: 0.6445, top5_acc: 0.8258, loss_cls: 1.5186, loss: 2.5633, grad_norm: 9.2860 2021-07-07 18:42:15,573 - mmaction - INFO - Epoch [102][1640/3757] lr: 1.000e-03, eta: 2 days, 6:36:02, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4336, loss: 2.4386, grad_norm: 9.2423 2021-07-07 18:42:36,769 - mmaction - INFO - Epoch [102][1660/3757] lr: 1.000e-03, eta: 2 days, 6:35:40, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.5057, loss: 2.5171, grad_norm: 9.1386 2021-07-07 18:42:58,042 - mmaction - INFO - Epoch [102][1680/3757] lr: 1.000e-03, eta: 2 days, 6:35:18, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4601, loss: 2.4499, grad_norm: 9.2935 2021-07-07 18:43:19,525 - mmaction - INFO - Epoch [102][1700/3757] lr: 1.000e-03, eta: 2 days, 6:34:57, time: 1.074, data_time: 0.023, memory: 6921, loss_aux: 1.0315, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5582, loss: 2.5897, grad_norm: 9.4180 2021-07-07 18:43:40,811 - mmaction - INFO - Epoch [102][1720/3757] lr: 1.000e-03, eta: 2 days, 6:34:35, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0176, top1_acc: 0.6602, top5_acc: 0.8313, loss_cls: 1.4792, loss: 2.4968, grad_norm: 9.2222 2021-07-07 18:44:02,007 - mmaction - INFO - Epoch [102][1740/3757] lr: 1.000e-03, eta: 2 days, 6:34:13, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0269, top1_acc: 0.6305, top5_acc: 0.8313, loss_cls: 1.5280, loss: 2.5549, grad_norm: 9.6269 2021-07-07 18:44:23,328 - mmaction - INFO - Epoch [102][1760/3757] lr: 1.000e-03, eta: 2 days, 6:33:52, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6508, top5_acc: 0.8305, loss_cls: 1.4783, loss: 2.5010, grad_norm: 9.2006 2021-07-07 18:44:44,513 - mmaction - INFO - Epoch [102][1780/3757] lr: 1.000e-03, eta: 2 days, 6:33:30, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0214, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.5036, loss: 2.5250, grad_norm: 9.4024 2021-07-07 18:45:05,576 - mmaction - INFO - Epoch [102][1800/3757] lr: 1.000e-03, eta: 2 days, 6:33:08, time: 1.052, data_time: 0.009, memory: 6921, loss_aux: 1.0017, top1_acc: 0.6438, top5_acc: 0.8438, loss_cls: 1.4481, loss: 2.4498, grad_norm: 9.4627 2021-07-07 18:45:26,702 - mmaction - INFO - Epoch [102][1820/3757] lr: 1.000e-03, eta: 2 days, 6:32:46, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0004, top1_acc: 0.6422, top5_acc: 0.8219, loss_cls: 1.4978, loss: 2.4982, grad_norm: 9.4441 2021-07-07 18:45:49,293 - mmaction - INFO - Epoch [102][1840/3757] lr: 1.000e-03, eta: 2 days, 6:32:25, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 1.0907, top1_acc: 0.6078, top5_acc: 0.8156, loss_cls: 1.6179, loss: 2.7087, grad_norm: 9.3761 2021-07-07 18:46:10,585 - mmaction - INFO - Epoch [102][1860/3757] lr: 1.000e-03, eta: 2 days, 6:32:04, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0236, top1_acc: 0.6344, top5_acc: 0.8227, loss_cls: 1.5142, loss: 2.5377, grad_norm: 9.3203 2021-07-07 18:46:31,664 - mmaction - INFO - Epoch [102][1880/3757] lr: 1.000e-03, eta: 2 days, 6:31:42, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0152, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5482, loss: 2.5634, grad_norm: 9.2340 2021-07-07 18:46:52,777 - mmaction - INFO - Epoch [102][1900/3757] lr: 1.000e-03, eta: 2 days, 6:31:20, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4956, loss: 2.5115, grad_norm: 9.3020 2021-07-07 18:47:13,908 - mmaction - INFO - Epoch [102][1920/3757] lr: 1.000e-03, eta: 2 days, 6:30:58, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9965, top1_acc: 0.6500, top5_acc: 0.8320, loss_cls: 1.5094, loss: 2.5059, grad_norm: 9.2502 2021-07-07 18:47:34,828 - mmaction - INFO - Epoch [102][1940/3757] lr: 1.000e-03, eta: 2 days, 6:30:37, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6391, top5_acc: 0.8406, loss_cls: 1.4584, loss: 2.4336, grad_norm: 9.3864 2021-07-07 18:47:56,051 - mmaction - INFO - Epoch [102][1960/3757] lr: 1.000e-03, eta: 2 days, 6:30:15, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.4762, loss: 2.4867, grad_norm: 9.2772 2021-07-07 18:48:17,160 - mmaction - INFO - Epoch [102][1980/3757] lr: 1.000e-03, eta: 2 days, 6:29:53, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0119, top1_acc: 0.6547, top5_acc: 0.8367, loss_cls: 1.4750, loss: 2.4869, grad_norm: 9.1821 2021-07-07 18:48:38,503 - mmaction - INFO - Epoch [102][2000/3757] lr: 1.000e-03, eta: 2 days, 6:29:31, time: 1.066, data_time: 0.021, memory: 6921, loss_aux: 1.0338, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.5241, loss: 2.5579, grad_norm: 9.3125 2021-07-07 18:48:59,495 - mmaction - INFO - Epoch [102][2020/3757] lr: 1.000e-03, eta: 2 days, 6:29:10, time: 1.049, data_time: 0.015, memory: 6921, loss_aux: 1.0394, top1_acc: 0.6453, top5_acc: 0.8297, loss_cls: 1.5165, loss: 2.5559, grad_norm: 9.4102 2021-07-07 18:49:20,558 - mmaction - INFO - Epoch [102][2040/3757] lr: 1.000e-03, eta: 2 days, 6:28:48, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0311, top1_acc: 0.6531, top5_acc: 0.8336, loss_cls: 1.4826, loss: 2.5137, grad_norm: 8.9927 2021-07-07 18:49:42,729 - mmaction - INFO - Epoch [102][2060/3757] lr: 1.000e-03, eta: 2 days, 6:28:27, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.0264, top1_acc: 0.6281, top5_acc: 0.8375, loss_cls: 1.5003, loss: 2.5267, grad_norm: 9.2675 2021-07-07 18:50:03,872 - mmaction - INFO - Epoch [102][2080/3757] lr: 1.000e-03, eta: 2 days, 6:28:05, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.0601, top1_acc: 0.6305, top5_acc: 0.8281, loss_cls: 1.5860, loss: 2.6461, grad_norm: 9.3772 2021-07-07 18:50:25,132 - mmaction - INFO - Epoch [102][2100/3757] lr: 1.000e-03, eta: 2 days, 6:27:43, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.0321, top1_acc: 0.6219, top5_acc: 0.8227, loss_cls: 1.5465, loss: 2.5786, grad_norm: 9.3888 2021-07-07 18:50:46,200 - mmaction - INFO - Epoch [102][2120/3757] lr: 1.000e-03, eta: 2 days, 6:27:21, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4167, loss: 2.3918, grad_norm: 9.1065 2021-07-07 18:51:07,219 - mmaction - INFO - Epoch [102][2140/3757] lr: 1.000e-03, eta: 2 days, 6:27:00, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4518, loss: 2.4331, grad_norm: 9.0709 2021-07-07 18:51:28,381 - mmaction - INFO - Epoch [102][2160/3757] lr: 1.000e-03, eta: 2 days, 6:26:38, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0141, top1_acc: 0.6531, top5_acc: 0.8258, loss_cls: 1.4700, loss: 2.4841, grad_norm: 9.3412 2021-07-07 18:51:49,570 - mmaction - INFO - Epoch [102][2180/3757] lr: 1.000e-03, eta: 2 days, 6:26:16, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0121, top1_acc: 0.6398, top5_acc: 0.8359, loss_cls: 1.5066, loss: 2.5188, grad_norm: 9.3473 2021-07-07 18:52:11,434 - mmaction - INFO - Epoch [102][2200/3757] lr: 1.000e-03, eta: 2 days, 6:25:55, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.0170, top1_acc: 0.6406, top5_acc: 0.8414, loss_cls: 1.4691, loss: 2.4860, grad_norm: 9.4364 2021-07-07 18:52:32,603 - mmaction - INFO - Epoch [102][2220/3757] lr: 1.000e-03, eta: 2 days, 6:25:33, time: 1.060, data_time: 0.009, memory: 6921, loss_aux: 1.0026, top1_acc: 0.6453, top5_acc: 0.8516, loss_cls: 1.4533, loss: 2.4559, grad_norm: 9.0837 2021-07-07 18:52:54,238 - mmaction - INFO - Epoch [102][2240/3757] lr: 1.000e-03, eta: 2 days, 6:25:12, time: 1.082, data_time: 0.006, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4578, loss: 2.4705, grad_norm: 9.4377 2021-07-07 18:53:15,419 - mmaction - INFO - Epoch [102][2260/3757] lr: 1.000e-03, eta: 2 days, 6:24:50, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0507, top1_acc: 0.6367, top5_acc: 0.8313, loss_cls: 1.5375, loss: 2.5883, grad_norm: 9.3892 2021-07-07 18:53:36,350 - mmaction - INFO - Epoch [102][2280/3757] lr: 1.000e-03, eta: 2 days, 6:24:28, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6367, top5_acc: 0.8375, loss_cls: 1.4878, loss: 2.5115, grad_norm: 9.3849 2021-07-07 18:53:57,380 - mmaction - INFO - Epoch [102][2300/3757] lr: 1.000e-03, eta: 2 days, 6:24:06, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0140, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.5198, loss: 2.5338, grad_norm: 9.4951 2021-07-07 18:54:18,588 - mmaction - INFO - Epoch [102][2320/3757] lr: 1.000e-03, eta: 2 days, 6:23:44, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9935, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4429, loss: 2.4364, grad_norm: 9.4992 2021-07-07 18:54:39,661 - mmaction - INFO - Epoch [102][2340/3757] lr: 1.000e-03, eta: 2 days, 6:23:23, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6383, top5_acc: 0.8328, loss_cls: 1.5000, loss: 2.5140, grad_norm: 9.2035 2021-07-07 18:55:01,143 - mmaction - INFO - Epoch [102][2360/3757] lr: 1.000e-03, eta: 2 days, 6:23:01, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.0631, top1_acc: 0.6297, top5_acc: 0.8172, loss_cls: 1.5631, loss: 2.6263, grad_norm: 9.2318 2021-07-07 18:55:22,070 - mmaction - INFO - Epoch [102][2380/3757] lr: 1.000e-03, eta: 2 days, 6:22:39, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0414, top1_acc: 0.6320, top5_acc: 0.8187, loss_cls: 1.5195, loss: 2.5609, grad_norm: 9.4282 2021-07-07 18:55:43,160 - mmaction - INFO - Epoch [102][2400/3757] lr: 1.000e-03, eta: 2 days, 6:22:18, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6477, top5_acc: 0.8156, loss_cls: 1.5390, loss: 2.5527, grad_norm: 9.3177 2021-07-07 18:56:04,279 - mmaction - INFO - Epoch [102][2420/3757] lr: 1.000e-03, eta: 2 days, 6:21:56, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9857, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.3950, loss: 2.3807, grad_norm: 9.0719 2021-07-07 18:56:26,400 - mmaction - INFO - Epoch [102][2440/3757] lr: 1.000e-03, eta: 2 days, 6:21:34, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 1.0323, top1_acc: 0.6273, top5_acc: 0.8266, loss_cls: 1.5358, loss: 2.5681, grad_norm: 9.7232 2021-07-07 18:56:47,328 - mmaction - INFO - Epoch [102][2460/3757] lr: 1.000e-03, eta: 2 days, 6:21:13, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0599, top1_acc: 0.6289, top5_acc: 0.8211, loss_cls: 1.5742, loss: 2.6341, grad_norm: 9.3818 2021-07-07 18:57:09,194 - mmaction - INFO - Epoch [102][2480/3757] lr: 1.000e-03, eta: 2 days, 6:20:51, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.0225, top1_acc: 0.6500, top5_acc: 0.8297, loss_cls: 1.5171, loss: 2.5396, grad_norm: 9.2429 2021-07-07 18:57:30,444 - mmaction - INFO - Epoch [102][2500/3757] lr: 1.000e-03, eta: 2 days, 6:20:30, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 0.9949, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4557, loss: 2.4506, grad_norm: 9.2981 2021-07-07 18:57:51,549 - mmaction - INFO - Epoch [102][2520/3757] lr: 1.000e-03, eta: 2 days, 6:20:08, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6516, top5_acc: 0.8344, loss_cls: 1.4855, loss: 2.5127, grad_norm: 9.5334 2021-07-07 18:58:12,575 - mmaction - INFO - Epoch [102][2540/3757] lr: 1.000e-03, eta: 2 days, 6:19:46, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0213, top1_acc: 0.6609, top5_acc: 0.8320, loss_cls: 1.4719, loss: 2.4932, grad_norm: 9.4020 2021-07-07 18:58:33,666 - mmaction - INFO - Epoch [102][2560/3757] lr: 1.000e-03, eta: 2 days, 6:19:24, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6430, top5_acc: 0.8320, loss_cls: 1.4479, loss: 2.4407, grad_norm: 9.3391 2021-07-07 18:58:54,873 - mmaction - INFO - Epoch [102][2580/3757] lr: 1.000e-03, eta: 2 days, 6:19:03, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.4597, loss: 2.4511, grad_norm: 9.3777 2021-07-07 18:59:16,533 - mmaction - INFO - Epoch [102][2600/3757] lr: 1.000e-03, eta: 2 days, 6:18:41, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.0628, top1_acc: 0.6367, top5_acc: 0.8227, loss_cls: 1.5655, loss: 2.6284, grad_norm: 9.4141 2021-07-07 18:59:37,604 - mmaction - INFO - Epoch [102][2620/3757] lr: 1.000e-03, eta: 2 days, 6:18:19, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6430, top5_acc: 0.8375, loss_cls: 1.4646, loss: 2.4697, grad_norm: 9.3489 2021-07-07 18:59:58,508 - mmaction - INFO - Epoch [102][2640/3757] lr: 1.000e-03, eta: 2 days, 6:17:57, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0269, top1_acc: 0.6344, top5_acc: 0.8234, loss_cls: 1.5468, loss: 2.5736, grad_norm: 9.5637 2021-07-07 19:00:20,373 - mmaction - INFO - Epoch [102][2660/3757] lr: 1.000e-03, eta: 2 days, 6:17:36, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 0.9731, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.4190, loss: 2.3921, grad_norm: 9.2046 2021-07-07 19:00:41,555 - mmaction - INFO - Epoch [102][2680/3757] lr: 1.000e-03, eta: 2 days, 6:17:14, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0213, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.4967, loss: 2.5180, grad_norm: 9.3309 2021-07-07 19:01:02,407 - mmaction - INFO - Epoch [102][2700/3757] lr: 1.000e-03, eta: 2 days, 6:16:52, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.0283, top1_acc: 0.6492, top5_acc: 0.8289, loss_cls: 1.5400, loss: 2.5683, grad_norm: 9.1511 2021-07-07 19:01:23,483 - mmaction - INFO - Epoch [102][2720/3757] lr: 1.000e-03, eta: 2 days, 6:16:31, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.3936, loss: 2.3952, grad_norm: 9.0075 2021-07-07 19:01:44,570 - mmaction - INFO - Epoch [102][2740/3757] lr: 1.000e-03, eta: 2 days, 6:16:09, time: 1.055, data_time: 0.013, memory: 6921, loss_aux: 0.9891, top1_acc: 0.6687, top5_acc: 0.8406, loss_cls: 1.4221, loss: 2.4112, grad_norm: 9.2618 2021-07-07 19:02:06,351 - mmaction - INFO - Epoch [102][2760/3757] lr: 1.000e-03, eta: 2 days, 6:15:47, time: 1.089, data_time: 0.045, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3617, loss: 2.3212, grad_norm: 8.9769 2021-07-07 19:02:27,480 - mmaction - INFO - Epoch [102][2780/3757] lr: 1.000e-03, eta: 2 days, 6:15:26, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4996, loss: 2.5088, grad_norm: 9.5667 2021-07-07 19:02:48,605 - mmaction - INFO - Epoch [102][2800/3757] lr: 1.000e-03, eta: 2 days, 6:15:04, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.3956, loss: 2.3712, grad_norm: 9.2369 2021-07-07 19:03:09,875 - mmaction - INFO - Epoch [102][2820/3757] lr: 1.000e-03, eta: 2 days, 6:14:42, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0306, top1_acc: 0.6305, top5_acc: 0.8375, loss_cls: 1.4916, loss: 2.5222, grad_norm: 9.4435 2021-07-07 19:03:32,140 - mmaction - INFO - Epoch [102][2840/3757] lr: 1.000e-03, eta: 2 days, 6:14:21, time: 1.114, data_time: 0.005, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5190, loss: 2.5462, grad_norm: 9.3937 2021-07-07 19:03:53,053 - mmaction - INFO - Epoch [102][2860/3757] lr: 1.000e-03, eta: 2 days, 6:13:59, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.4634, loss: 2.4643, grad_norm: 8.9814 2021-07-07 19:04:14,204 - mmaction - INFO - Epoch [102][2880/3757] lr: 1.000e-03, eta: 2 days, 6:13:38, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6367, top5_acc: 0.8258, loss_cls: 1.5226, loss: 2.5551, grad_norm: 9.2889 2021-07-07 19:04:35,498 - mmaction - INFO - Epoch [102][2900/3757] lr: 1.000e-03, eta: 2 days, 6:13:16, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0368, top1_acc: 0.6305, top5_acc: 0.8383, loss_cls: 1.5316, loss: 2.5684, grad_norm: 9.5673 2021-07-07 19:04:57,299 - mmaction - INFO - Epoch [102][2920/3757] lr: 1.000e-03, eta: 2 days, 6:12:54, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6297, top5_acc: 0.8156, loss_cls: 1.5693, loss: 2.6065, grad_norm: 9.2562 2021-07-07 19:05:18,634 - mmaction - INFO - Epoch [102][2940/3757] lr: 1.000e-03, eta: 2 days, 6:12:33, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6367, top5_acc: 0.8391, loss_cls: 1.5251, loss: 2.5548, grad_norm: 9.3544 2021-07-07 19:05:39,696 - mmaction - INFO - Epoch [102][2960/3757] lr: 1.000e-03, eta: 2 days, 6:12:11, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0054, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.4956, loss: 2.5010, grad_norm: 9.1373 2021-07-07 19:06:00,700 - mmaction - INFO - Epoch [102][2980/3757] lr: 1.000e-03, eta: 2 days, 6:11:49, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4668, loss: 2.4605, grad_norm: 9.2887 2021-07-07 19:06:21,852 - mmaction - INFO - Epoch [102][3000/3757] lr: 1.000e-03, eta: 2 days, 6:11:27, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9861, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4671, loss: 2.4532, grad_norm: 9.2255 2021-07-07 19:06:43,459 - mmaction - INFO - Epoch [102][3020/3757] lr: 1.000e-03, eta: 2 days, 6:11:06, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0427, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.5130, loss: 2.5557, grad_norm: 9.4155 2021-07-07 19:07:04,555 - mmaction - INFO - Epoch [102][3040/3757] lr: 1.000e-03, eta: 2 days, 6:10:44, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6438, top5_acc: 0.8266, loss_cls: 1.5221, loss: 2.5377, grad_norm: 9.3955 2021-07-07 19:07:25,598 - mmaction - INFO - Epoch [102][3060/3757] lr: 1.000e-03, eta: 2 days, 6:10:22, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0496, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.5637, loss: 2.6133, grad_norm: 9.3626 2021-07-07 19:07:46,884 - mmaction - INFO - Epoch [102][3080/3757] lr: 1.000e-03, eta: 2 days, 6:10:01, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0412, top1_acc: 0.6383, top5_acc: 0.8266, loss_cls: 1.5384, loss: 2.5796, grad_norm: 9.6881 2021-07-07 19:08:08,209 - mmaction - INFO - Epoch [102][3100/3757] lr: 1.000e-03, eta: 2 days, 6:09:39, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0306, top1_acc: 0.6281, top5_acc: 0.8242, loss_cls: 1.5457, loss: 2.5763, grad_norm: 9.4526 2021-07-07 19:08:29,420 - mmaction - INFO - Epoch [102][3120/3757] lr: 1.000e-03, eta: 2 days, 6:09:17, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6453, top5_acc: 0.8266, loss_cls: 1.5017, loss: 2.5130, grad_norm: 9.2323 2021-07-07 19:08:50,583 - mmaction - INFO - Epoch [102][3140/3757] lr: 1.000e-03, eta: 2 days, 6:08:56, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0197, top1_acc: 0.6305, top5_acc: 0.8336, loss_cls: 1.5130, loss: 2.5326, grad_norm: 9.2649 2021-07-07 19:09:12,463 - mmaction - INFO - Epoch [102][3160/3757] lr: 1.000e-03, eta: 2 days, 6:08:34, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6492, top5_acc: 0.8422, loss_cls: 1.4540, loss: 2.4382, grad_norm: 9.2362 2021-07-07 19:09:33,673 - mmaction - INFO - Epoch [102][3180/3757] lr: 1.000e-03, eta: 2 days, 6:08:13, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9569, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.3742, loss: 2.3312, grad_norm: 9.2553 2021-07-07 19:09:54,703 - mmaction - INFO - Epoch [102][3200/3757] lr: 1.000e-03, eta: 2 days, 6:07:51, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9535, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.3404, loss: 2.2939, grad_norm: 8.9808 2021-07-07 19:10:15,971 - mmaction - INFO - Epoch [102][3220/3757] lr: 1.000e-03, eta: 2 days, 6:07:29, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0532, top1_acc: 0.6305, top5_acc: 0.8203, loss_cls: 1.5820, loss: 2.6352, grad_norm: 9.5281 2021-07-07 19:10:37,471 - mmaction - INFO - Epoch [102][3240/3757] lr: 1.000e-03, eta: 2 days, 6:07:08, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 0.9683, top1_acc: 0.6766, top5_acc: 0.8430, loss_cls: 1.4062, loss: 2.3745, grad_norm: 8.8265 2021-07-07 19:10:58,837 - mmaction - INFO - Epoch [102][3260/3757] lr: 1.000e-03, eta: 2 days, 6:06:46, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.0571, top1_acc: 0.6320, top5_acc: 0.8266, loss_cls: 1.5558, loss: 2.6129, grad_norm: 9.3904 2021-07-07 19:11:20,738 - mmaction - INFO - Epoch [102][3280/3757] lr: 1.000e-03, eta: 2 days, 6:06:25, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 1.0329, top1_acc: 0.6320, top5_acc: 0.8148, loss_cls: 1.5696, loss: 2.6024, grad_norm: 9.4680 2021-07-07 19:11:41,716 - mmaction - INFO - Epoch [102][3300/3757] lr: 1.000e-03, eta: 2 days, 6:06:03, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0216, top1_acc: 0.6352, top5_acc: 0.8383, loss_cls: 1.4992, loss: 2.5208, grad_norm: 9.3521 2021-07-07 19:12:02,555 - mmaction - INFO - Epoch [102][3320/3757] lr: 1.000e-03, eta: 2 days, 6:05:41, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6438, top5_acc: 0.8133, loss_cls: 1.5627, loss: 2.5964, grad_norm: 9.3358 2021-07-07 19:12:23,463 - mmaction - INFO - Epoch [102][3340/3757] lr: 1.000e-03, eta: 2 days, 6:05:19, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.0562, top1_acc: 0.6430, top5_acc: 0.8297, loss_cls: 1.5229, loss: 2.5791, grad_norm: 9.6856 2021-07-07 19:12:44,534 - mmaction - INFO - Epoch [102][3360/3757] lr: 1.000e-03, eta: 2 days, 6:04:57, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9917, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4622, loss: 2.4539, grad_norm: 9.2461 2021-07-07 19:13:05,498 - mmaction - INFO - Epoch [102][3380/3757] lr: 1.000e-03, eta: 2 days, 6:04:35, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9942, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.4738, loss: 2.4680, grad_norm: 9.1236 2021-07-07 19:13:26,552 - mmaction - INFO - Epoch [102][3400/3757] lr: 1.000e-03, eta: 2 days, 6:04:14, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4531, loss: 2.4342, grad_norm: 9.0705 2021-07-07 19:13:47,777 - mmaction - INFO - Epoch [102][3420/3757] lr: 1.000e-03, eta: 2 days, 6:03:52, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6648, top5_acc: 0.8336, loss_cls: 1.4541, loss: 2.4449, grad_norm: 8.9445 2021-07-07 19:14:08,801 - mmaction - INFO - Epoch [102][3440/3757] lr: 1.000e-03, eta: 2 days, 6:03:30, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9942, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.4708, loss: 2.4651, grad_norm: 9.1425 2021-07-07 19:14:30,226 - mmaction - INFO - Epoch [102][3460/3757] lr: 1.000e-03, eta: 2 days, 6:03:09, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0315, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.5114, loss: 2.5429, grad_norm: 9.2557 2021-07-07 19:14:51,674 - mmaction - INFO - Epoch [102][3480/3757] lr: 1.000e-03, eta: 2 days, 6:02:47, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0340, top1_acc: 0.6383, top5_acc: 0.8187, loss_cls: 1.5824, loss: 2.6164, grad_norm: 9.6255 2021-07-07 19:15:12,872 - mmaction - INFO - Epoch [102][3500/3757] lr: 1.000e-03, eta: 2 days, 6:02:25, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9847, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.4306, loss: 2.4153, grad_norm: 9.0297 2021-07-07 19:15:34,102 - mmaction - INFO - Epoch [102][3520/3757] lr: 1.000e-03, eta: 2 days, 6:02:04, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0006, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4828, loss: 2.4833, grad_norm: 9.3243 2021-07-07 19:15:55,385 - mmaction - INFO - Epoch [102][3540/3757] lr: 1.000e-03, eta: 2 days, 6:01:42, time: 1.065, data_time: 0.012, memory: 6921, loss_aux: 1.0283, top1_acc: 0.6305, top5_acc: 0.8125, loss_cls: 1.5449, loss: 2.5732, grad_norm: 9.4070 2021-07-07 19:16:16,971 - mmaction - INFO - Epoch [102][3560/3757] lr: 1.000e-03, eta: 2 days, 6:01:20, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0017, top1_acc: 0.6562, top5_acc: 0.8234, loss_cls: 1.4725, loss: 2.4742, grad_norm: 9.2154 2021-07-07 19:16:38,133 - mmaction - INFO - Epoch [102][3580/3757] lr: 1.000e-03, eta: 2 days, 6:00:59, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9852, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.4702, loss: 2.4555, grad_norm: 9.7154 2021-07-07 19:16:59,211 - mmaction - INFO - Epoch [102][3600/3757] lr: 1.000e-03, eta: 2 days, 6:00:37, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6375, top5_acc: 0.8484, loss_cls: 1.4860, loss: 2.5015, grad_norm: 9.5074 2021-07-07 19:17:20,348 - mmaction - INFO - Epoch [102][3620/3757] lr: 1.000e-03, eta: 2 days, 6:00:15, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9740, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.4333, loss: 2.4073, grad_norm: 9.3881 2021-07-07 19:17:41,650 - mmaction - INFO - Epoch [102][3640/3757] lr: 1.000e-03, eta: 2 days, 5:59:53, time: 1.064, data_time: 0.009, memory: 6921, loss_aux: 0.9764, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4253, loss: 2.4017, grad_norm: 9.3119 2021-07-07 19:18:03,074 - mmaction - INFO - Epoch [102][3660/3757] lr: 1.000e-03, eta: 2 days, 5:59:32, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.0416, top1_acc: 0.6258, top5_acc: 0.8344, loss_cls: 1.5161, loss: 2.5577, grad_norm: 9.3901 2021-07-07 19:18:25,247 - mmaction - INFO - Epoch [102][3680/3757] lr: 1.000e-03, eta: 2 days, 5:59:11, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 1.0342, top1_acc: 0.6484, top5_acc: 0.8297, loss_cls: 1.5161, loss: 2.5503, grad_norm: 9.3830 2021-07-07 19:18:46,410 - mmaction - INFO - Epoch [102][3700/3757] lr: 1.000e-03, eta: 2 days, 5:58:49, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0080, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4432, loss: 2.4512, grad_norm: 9.4591 2021-07-07 19:19:07,439 - mmaction - INFO - Epoch [102][3720/3757] lr: 1.000e-03, eta: 2 days, 5:58:27, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5399, loss: 2.5671, grad_norm: 9.5301 2021-07-07 19:19:28,613 - mmaction - INFO - Epoch [102][3740/3757] lr: 1.000e-03, eta: 2 days, 5:58:05, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0167, top1_acc: 0.6516, top5_acc: 0.8234, loss_cls: 1.5468, loss: 2.5634, grad_norm: 9.2673 2021-07-07 19:19:46,928 - mmaction - INFO - Saving checkpoint at 102 epochs 2021-07-07 19:20:49,206 - mmaction - INFO - Epoch [103][20/3757] lr: 1.000e-03, eta: 2 days, 5:57:35, time: 3.035, data_time: 2.001, memory: 6921, loss_aux: 0.9664, top1_acc: 0.6555, top5_acc: 0.8367, loss_cls: 1.4235, loss: 2.3899, grad_norm: 9.1001 2021-07-07 19:21:10,305 - mmaction - INFO - Epoch [103][40/3757] lr: 1.000e-03, eta: 2 days, 5:57:14, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9675, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4369, loss: 2.4044, grad_norm: 9.2821 2021-07-07 19:21:31,295 - mmaction - INFO - Epoch [103][60/3757] lr: 1.000e-03, eta: 2 days, 5:56:52, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6359, top5_acc: 0.8352, loss_cls: 1.5026, loss: 2.5344, grad_norm: 9.3686 2021-07-07 19:21:53,082 - mmaction - INFO - Epoch [103][80/3757] lr: 1.000e-03, eta: 2 days, 5:56:30, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.0269, top1_acc: 0.6344, top5_acc: 0.8398, loss_cls: 1.5049, loss: 2.5318, grad_norm: 9.6130 2021-07-07 19:22:14,365 - mmaction - INFO - Epoch [103][100/3757] lr: 1.000e-03, eta: 2 days, 5:56:09, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0429, top1_acc: 0.6477, top5_acc: 0.8234, loss_cls: 1.5232, loss: 2.5661, grad_norm: 9.3556 2021-07-07 19:22:36,175 - mmaction - INFO - Epoch [103][120/3757] lr: 1.000e-03, eta: 2 days, 5:55:47, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6328, top5_acc: 0.8227, loss_cls: 1.4905, loss: 2.4954, grad_norm: 9.4057 2021-07-07 19:22:57,397 - mmaction - INFO - Epoch [103][140/3757] lr: 1.000e-03, eta: 2 days, 5:55:26, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.4743, loss: 2.4875, grad_norm: 9.3064 2021-07-07 19:23:18,774 - mmaction - INFO - Epoch [103][160/3757] lr: 1.000e-03, eta: 2 days, 5:55:04, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.0347, top1_acc: 0.6344, top5_acc: 0.8352, loss_cls: 1.4937, loss: 2.5284, grad_norm: 9.3412 2021-07-07 19:23:40,056 - mmaction - INFO - Epoch [103][180/3757] lr: 1.000e-03, eta: 2 days, 5:54:42, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0396, top1_acc: 0.6242, top5_acc: 0.8453, loss_cls: 1.5116, loss: 2.5512, grad_norm: 9.3936 2021-07-07 19:24:01,168 - mmaction - INFO - Epoch [103][200/3757] lr: 1.000e-03, eta: 2 days, 5:54:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9910, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3806, loss: 2.3716, grad_norm: 9.0935 2021-07-07 19:24:22,341 - mmaction - INFO - Epoch [103][220/3757] lr: 1.000e-03, eta: 2 days, 5:53:59, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4547, loss: 2.4575, grad_norm: 9.2124 2021-07-07 19:24:43,676 - mmaction - INFO - Epoch [103][240/3757] lr: 1.000e-03, eta: 2 days, 5:53:37, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4521, loss: 2.4878, grad_norm: 9.5927 2021-07-07 19:25:04,755 - mmaction - INFO - Epoch [103][260/3757] lr: 1.000e-03, eta: 2 days, 5:53:15, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0549, top1_acc: 0.6281, top5_acc: 0.8172, loss_cls: 1.5666, loss: 2.6215, grad_norm: 9.7146 2021-07-07 19:25:25,910 - mmaction - INFO - Epoch [103][280/3757] lr: 1.000e-03, eta: 2 days, 5:52:54, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0175, top1_acc: 0.6586, top5_acc: 0.8359, loss_cls: 1.4487, loss: 2.4661, grad_norm: 9.3504 2021-07-07 19:25:46,972 - mmaction - INFO - Epoch [103][300/3757] lr: 1.000e-03, eta: 2 days, 5:52:32, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0020, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4207, loss: 2.4228, grad_norm: 9.1462 2021-07-07 19:26:08,144 - mmaction - INFO - Epoch [103][320/3757] lr: 1.000e-03, eta: 2 days, 5:52:10, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0124, top1_acc: 0.6586, top5_acc: 0.8313, loss_cls: 1.4691, loss: 2.4815, grad_norm: 9.1892 2021-07-07 19:26:29,688 - mmaction - INFO - Epoch [103][340/3757] lr: 1.000e-03, eta: 2 days, 5:51:49, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0475, top1_acc: 0.6406, top5_acc: 0.8219, loss_cls: 1.5204, loss: 2.5679, grad_norm: 9.4129 2021-07-07 19:26:51,191 - mmaction - INFO - Epoch [103][360/3757] lr: 1.000e-03, eta: 2 days, 5:51:27, time: 1.074, data_time: 0.006, memory: 6921, loss_aux: 1.0801, top1_acc: 0.6148, top5_acc: 0.8203, loss_cls: 1.6290, loss: 2.7091, grad_norm: 9.9015 2021-07-07 19:27:12,056 - mmaction - INFO - Epoch [103][380/3757] lr: 1.000e-03, eta: 2 days, 5:51:05, time: 1.046, data_time: 0.008, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6672, top5_acc: 0.8328, loss_cls: 1.4402, loss: 2.4376, grad_norm: 8.8703 2021-07-07 19:27:33,269 - mmaction - INFO - Epoch [103][400/3757] lr: 1.000e-03, eta: 2 days, 5:50:43, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4682, loss: 2.4739, grad_norm: 9.1540 2021-07-07 19:27:54,333 - mmaction - INFO - Epoch [103][420/3757] lr: 1.000e-03, eta: 2 days, 5:50:22, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6438, top5_acc: 0.8453, loss_cls: 1.4622, loss: 2.4778, grad_norm: 9.4061 2021-07-07 19:28:16,494 - mmaction - INFO - Epoch [103][440/3757] lr: 1.000e-03, eta: 2 days, 5:50:00, time: 1.109, data_time: 0.062, memory: 6921, loss_aux: 1.0043, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.4775, loss: 2.4817, grad_norm: 9.6777 2021-07-07 19:28:37,589 - mmaction - INFO - Epoch [103][460/3757] lr: 1.000e-03, eta: 2 days, 5:49:39, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0454, top1_acc: 0.6445, top5_acc: 0.8250, loss_cls: 1.5159, loss: 2.5614, grad_norm: 9.4645 2021-07-07 19:28:58,628 - mmaction - INFO - Epoch [103][480/3757] lr: 1.000e-03, eta: 2 days, 5:49:17, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0262, top1_acc: 0.6633, top5_acc: 0.8305, loss_cls: 1.4960, loss: 2.5222, grad_norm: 9.4942 2021-07-07 19:29:19,727 - mmaction - INFO - Epoch [103][500/3757] lr: 1.000e-03, eta: 2 days, 5:48:55, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0334, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5196, loss: 2.5530, grad_norm: 9.1463 2021-07-07 19:29:41,149 - mmaction - INFO - Epoch [103][520/3757] lr: 1.000e-03, eta: 2 days, 5:48:34, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9725, top1_acc: 0.6609, top5_acc: 0.8305, loss_cls: 1.4559, loss: 2.4283, grad_norm: 9.1392 2021-07-07 19:30:02,204 - mmaction - INFO - Epoch [103][540/3757] lr: 1.000e-03, eta: 2 days, 5:48:12, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6547, top5_acc: 0.8344, loss_cls: 1.4895, loss: 2.5029, grad_norm: 9.4976 2021-07-07 19:30:23,196 - mmaction - INFO - Epoch [103][560/3757] lr: 1.000e-03, eta: 2 days, 5:47:50, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0544, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.5050, loss: 2.5594, grad_norm: 9.4188 2021-07-07 19:30:44,472 - mmaction - INFO - Epoch [103][580/3757] lr: 1.000e-03, eta: 2 days, 5:47:28, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0245, top1_acc: 0.6391, top5_acc: 0.8281, loss_cls: 1.5110, loss: 2.5355, grad_norm: 9.4335 2021-07-07 19:31:05,661 - mmaction - INFO - Epoch [103][600/3757] lr: 1.000e-03, eta: 2 days, 5:47:07, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3736, loss: 2.3413, grad_norm: 9.1396 2021-07-07 19:31:27,156 - mmaction - INFO - Epoch [103][620/3757] lr: 1.000e-03, eta: 2 days, 5:46:45, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 0.9799, top1_acc: 0.6641, top5_acc: 0.8406, loss_cls: 1.4212, loss: 2.4011, grad_norm: 9.2627 2021-07-07 19:31:48,331 - mmaction - INFO - Epoch [103][640/3757] lr: 1.000e-03, eta: 2 days, 5:46:23, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9842, top1_acc: 0.6508, top5_acc: 0.8234, loss_cls: 1.4682, loss: 2.4524, grad_norm: 9.4070 2021-07-07 19:32:09,659 - mmaction - INFO - Epoch [103][660/3757] lr: 1.000e-03, eta: 2 days, 5:46:02, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0262, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.5273, loss: 2.5535, grad_norm: 9.4839 2021-07-07 19:32:30,833 - mmaction - INFO - Epoch [103][680/3757] lr: 1.000e-03, eta: 2 days, 5:45:40, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4291, loss: 2.4222, grad_norm: 9.1079 2021-07-07 19:32:51,859 - mmaction - INFO - Epoch [103][700/3757] lr: 1.000e-03, eta: 2 days, 5:45:18, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9462, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.4069, loss: 2.3531, grad_norm: 9.0682 2021-07-07 19:33:13,271 - mmaction - INFO - Epoch [103][720/3757] lr: 1.000e-03, eta: 2 days, 5:44:57, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.0243, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5140, loss: 2.5383, grad_norm: 9.2551 2021-07-07 19:33:34,311 - mmaction - INFO - Epoch [103][740/3757] lr: 1.000e-03, eta: 2 days, 5:44:35, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.0017, top1_acc: 0.6445, top5_acc: 0.8281, loss_cls: 1.4682, loss: 2.4698, grad_norm: 9.0608 2021-07-07 19:33:55,484 - mmaction - INFO - Epoch [103][760/3757] lr: 1.000e-03, eta: 2 days, 5:44:13, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9950, top1_acc: 0.6578, top5_acc: 0.8297, loss_cls: 1.4617, loss: 2.4567, grad_norm: 9.2131 2021-07-07 19:34:16,618 - mmaction - INFO - Epoch [103][780/3757] lr: 1.000e-03, eta: 2 days, 5:43:51, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0151, top1_acc: 0.6648, top5_acc: 0.8398, loss_cls: 1.4796, loss: 2.4947, grad_norm: 9.5281 2021-07-07 19:34:37,678 - mmaction - INFO - Epoch [103][800/3757] lr: 1.000e-03, eta: 2 days, 5:43:30, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9986, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4378, loss: 2.4364, grad_norm: 9.4156 2021-07-07 19:34:59,050 - mmaction - INFO - Epoch [103][820/3757] lr: 1.000e-03, eta: 2 days, 5:43:08, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0305, top1_acc: 0.6359, top5_acc: 0.8164, loss_cls: 1.5367, loss: 2.5671, grad_norm: 9.3156 2021-07-07 19:35:20,186 - mmaction - INFO - Epoch [103][840/3757] lr: 1.000e-03, eta: 2 days, 5:42:46, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0231, top1_acc: 0.6375, top5_acc: 0.8187, loss_cls: 1.5492, loss: 2.5724, grad_norm: 9.4875 2021-07-07 19:35:41,434 - mmaction - INFO - Epoch [103][860/3757] lr: 1.000e-03, eta: 2 days, 5:42:24, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.0205, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4663, loss: 2.4869, grad_norm: 9.1650 2021-07-07 19:36:02,687 - mmaction - INFO - Epoch [103][880/3757] lr: 1.000e-03, eta: 2 days, 5:42:03, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0102, top1_acc: 0.6375, top5_acc: 0.8469, loss_cls: 1.4881, loss: 2.4983, grad_norm: 9.3802 2021-07-07 19:36:23,786 - mmaction - INFO - Epoch [103][900/3757] lr: 1.000e-03, eta: 2 days, 5:41:41, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0334, top1_acc: 0.6562, top5_acc: 0.8258, loss_cls: 1.5022, loss: 2.5357, grad_norm: 9.1899 2021-07-07 19:36:44,811 - mmaction - INFO - Epoch [103][920/3757] lr: 1.000e-03, eta: 2 days, 5:41:19, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.0418, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5529, loss: 2.5947, grad_norm: 9.6209 2021-07-07 19:37:06,129 - mmaction - INFO - Epoch [103][940/3757] lr: 1.000e-03, eta: 2 days, 5:40:58, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0348, top1_acc: 0.6414, top5_acc: 0.8187, loss_cls: 1.5296, loss: 2.5644, grad_norm: 9.4410 2021-07-07 19:37:27,280 - mmaction - INFO - Epoch [103][960/3757] lr: 1.000e-03, eta: 2 days, 5:40:36, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0733, top1_acc: 0.6219, top5_acc: 0.8289, loss_cls: 1.5988, loss: 2.6721, grad_norm: 9.5182 2021-07-07 19:37:48,983 - mmaction - INFO - Epoch [103][980/3757] lr: 1.000e-03, eta: 2 days, 5:40:14, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.0004, top1_acc: 0.6617, top5_acc: 0.8570, loss_cls: 1.4300, loss: 2.4305, grad_norm: 9.3475 2021-07-07 19:38:10,080 - mmaction - INFO - Epoch [103][1000/3757] lr: 1.000e-03, eta: 2 days, 5:39:53, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0191, top1_acc: 0.6508, top5_acc: 0.8375, loss_cls: 1.4526, loss: 2.4717, grad_norm: 9.3677 2021-07-07 19:38:31,506 - mmaction - INFO - Epoch [103][1020/3757] lr: 1.000e-03, eta: 2 days, 5:39:31, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.0204, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4721, loss: 2.4925, grad_norm: 9.3318 2021-07-07 19:38:53,717 - mmaction - INFO - Epoch [103][1040/3757] lr: 1.000e-03, eta: 2 days, 5:39:10, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6445, top5_acc: 0.8328, loss_cls: 1.4862, loss: 2.4892, grad_norm: 9.6393 2021-07-07 19:39:14,843 - mmaction - INFO - Epoch [103][1060/3757] lr: 1.000e-03, eta: 2 days, 5:38:48, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3712, loss: 2.3288, grad_norm: 9.4879 2021-07-07 19:39:36,047 - mmaction - INFO - Epoch [103][1080/3757] lr: 1.000e-03, eta: 2 days, 5:38:26, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0194, top1_acc: 0.6414, top5_acc: 0.8211, loss_cls: 1.5073, loss: 2.5267, grad_norm: 9.3946 2021-07-07 19:39:57,084 - mmaction - INFO - Epoch [103][1100/3757] lr: 1.000e-03, eta: 2 days, 5:38:05, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0244, top1_acc: 0.6531, top5_acc: 0.8297, loss_cls: 1.4933, loss: 2.5176, grad_norm: 9.3699 2021-07-07 19:40:18,981 - mmaction - INFO - Epoch [103][1120/3757] lr: 1.000e-03, eta: 2 days, 5:37:43, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.0090, top1_acc: 0.6727, top5_acc: 0.8438, loss_cls: 1.4403, loss: 2.4493, grad_norm: 9.4883 2021-07-07 19:40:40,236 - mmaction - INFO - Epoch [103][1140/3757] lr: 1.000e-03, eta: 2 days, 5:37:22, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9924, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.4868, loss: 2.4792, grad_norm: 8.9095 2021-07-07 19:41:01,843 - mmaction - INFO - Epoch [103][1160/3757] lr: 1.000e-03, eta: 2 days, 5:37:00, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.0919, top1_acc: 0.6242, top5_acc: 0.8148, loss_cls: 1.6080, loss: 2.6999, grad_norm: 9.6746 2021-07-07 19:41:23,062 - mmaction - INFO - Epoch [103][1180/3757] lr: 1.000e-03, eta: 2 days, 5:36:38, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4618, loss: 2.4691, grad_norm: 9.1043 2021-07-07 19:41:44,216 - mmaction - INFO - Epoch [103][1200/3757] lr: 1.000e-03, eta: 2 days, 5:36:17, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0494, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.5230, loss: 2.5724, grad_norm: 9.4473 2021-07-07 19:42:05,332 - mmaction - INFO - Epoch [103][1220/3757] lr: 1.000e-03, eta: 2 days, 5:35:55, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0347, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4533, loss: 2.4879, grad_norm: 9.2817 2021-07-07 19:42:26,524 - mmaction - INFO - Epoch [103][1240/3757] lr: 1.000e-03, eta: 2 days, 5:35:33, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0123, top1_acc: 0.6484, top5_acc: 0.8570, loss_cls: 1.4490, loss: 2.4613, grad_norm: 9.6527 2021-07-07 19:42:47,837 - mmaction - INFO - Epoch [103][1260/3757] lr: 1.000e-03, eta: 2 days, 5:35:11, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.0352, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5092, loss: 2.5445, grad_norm: 9.2850 2021-07-07 19:43:09,263 - mmaction - INFO - Epoch [103][1280/3757] lr: 1.000e-03, eta: 2 days, 5:34:50, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9647, top1_acc: 0.6844, top5_acc: 0.8555, loss_cls: 1.3802, loss: 2.3449, grad_norm: 8.7212 2021-07-07 19:43:30,569 - mmaction - INFO - Epoch [103][1300/3757] lr: 1.000e-03, eta: 2 days, 5:34:28, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0400, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5074, loss: 2.5474, grad_norm: 9.3686 2021-07-07 19:43:52,150 - mmaction - INFO - Epoch [103][1320/3757] lr: 1.000e-03, eta: 2 days, 5:34:07, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 0.9322, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3188, loss: 2.2510, grad_norm: 9.3622 2021-07-07 19:44:13,137 - mmaction - INFO - Epoch [103][1340/3757] lr: 1.000e-03, eta: 2 days, 5:33:45, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6461, top5_acc: 0.8344, loss_cls: 1.5254, loss: 2.5584, grad_norm: 9.5515 2021-07-07 19:44:34,242 - mmaction - INFO - Epoch [103][1360/3757] lr: 1.000e-03, eta: 2 days, 5:33:23, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0333, top1_acc: 0.6258, top5_acc: 0.8227, loss_cls: 1.5121, loss: 2.5454, grad_norm: 9.4938 2021-07-07 19:44:55,630 - mmaction - INFO - Epoch [103][1380/3757] lr: 1.000e-03, eta: 2 days, 5:33:02, time: 1.070, data_time: 0.019, memory: 6921, loss_aux: 0.9801, top1_acc: 0.6641, top5_acc: 0.8383, loss_cls: 1.4486, loss: 2.4287, grad_norm: 9.0398 2021-07-07 19:45:17,603 - mmaction - INFO - Epoch [103][1400/3757] lr: 1.000e-03, eta: 2 days, 5:32:40, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6422, top5_acc: 0.8430, loss_cls: 1.4751, loss: 2.4564, grad_norm: 9.0891 2021-07-07 19:45:38,658 - mmaction - INFO - Epoch [103][1420/3757] lr: 1.000e-03, eta: 2 days, 5:32:18, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0204, top1_acc: 0.6562, top5_acc: 0.8367, loss_cls: 1.4940, loss: 2.5144, grad_norm: 9.4684 2021-07-07 19:45:59,780 - mmaction - INFO - Epoch [103][1440/3757] lr: 1.000e-03, eta: 2 days, 5:31:57, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6461, top5_acc: 0.8180, loss_cls: 1.5454, loss: 2.5918, grad_norm: 9.4572 2021-07-07 19:46:20,971 - mmaction - INFO - Epoch [103][1460/3757] lr: 1.000e-03, eta: 2 days, 5:31:35, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 0.9985, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4080, loss: 2.4065, grad_norm: 9.0830 2021-07-07 19:46:42,226 - mmaction - INFO - Epoch [103][1480/3757] lr: 1.000e-03, eta: 2 days, 5:31:13, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0167, top1_acc: 0.6352, top5_acc: 0.8203, loss_cls: 1.5345, loss: 2.5512, grad_norm: 9.5164 2021-07-07 19:47:03,436 - mmaction - INFO - Epoch [103][1500/3757] lr: 1.000e-03, eta: 2 days, 5:30:52, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9829, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4635, loss: 2.4464, grad_norm: 9.2327 2021-07-07 19:47:24,657 - mmaction - INFO - Epoch [103][1520/3757] lr: 1.000e-03, eta: 2 days, 5:30:30, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0343, top1_acc: 0.6242, top5_acc: 0.8117, loss_cls: 1.6079, loss: 2.6422, grad_norm: 9.4172 2021-07-07 19:47:46,258 - mmaction - INFO - Epoch [103][1540/3757] lr: 1.000e-03, eta: 2 days, 5:30:08, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6719, top5_acc: 0.8398, loss_cls: 1.4041, loss: 2.3729, grad_norm: 9.1363 2021-07-07 19:48:07,405 - mmaction - INFO - Epoch [103][1560/3757] lr: 1.000e-03, eta: 2 days, 5:29:47, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9571, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4115, loss: 2.3686, grad_norm: 9.2600 2021-07-07 19:48:29,105 - mmaction - INFO - Epoch [103][1580/3757] lr: 1.000e-03, eta: 2 days, 5:29:25, time: 1.086, data_time: 0.006, memory: 6921, loss_aux: 1.0024, top1_acc: 0.6453, top5_acc: 0.8477, loss_cls: 1.4667, loss: 2.4691, grad_norm: 9.2049 2021-07-07 19:48:50,291 - mmaction - INFO - Epoch [103][1600/3757] lr: 1.000e-03, eta: 2 days, 5:29:03, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.0541, top1_acc: 0.6484, top5_acc: 0.8250, loss_cls: 1.5058, loss: 2.5599, grad_norm: 9.3473 2021-07-07 19:49:11,434 - mmaction - INFO - Epoch [103][1620/3757] lr: 1.000e-03, eta: 2 days, 5:28:42, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0253, top1_acc: 0.6461, top5_acc: 0.8289, loss_cls: 1.5513, loss: 2.5767, grad_norm: 9.4743 2021-07-07 19:49:32,453 - mmaction - INFO - Epoch [103][1640/3757] lr: 1.000e-03, eta: 2 days, 5:28:20, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0022, top1_acc: 0.6531, top5_acc: 0.8320, loss_cls: 1.4826, loss: 2.4849, grad_norm: 9.1601 2021-07-07 19:49:54,577 - mmaction - INFO - Epoch [103][1660/3757] lr: 1.000e-03, eta: 2 days, 5:27:59, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6508, top5_acc: 0.8227, loss_cls: 1.5337, loss: 2.5398, grad_norm: 9.1633 2021-07-07 19:50:15,692 - mmaction - INFO - Epoch [103][1680/3757] lr: 1.000e-03, eta: 2 days, 5:27:37, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9607, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.3969, loss: 2.3577, grad_norm: 9.1462 2021-07-07 19:50:36,768 - mmaction - INFO - Epoch [103][1700/3757] lr: 1.000e-03, eta: 2 days, 5:27:15, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.4824, loss: 2.4812, grad_norm: 9.1148 2021-07-07 19:50:57,918 - mmaction - INFO - Epoch [103][1720/3757] lr: 1.000e-03, eta: 2 days, 5:26:53, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9922, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4678, loss: 2.4600, grad_norm: 9.2319 2021-07-07 19:51:19,142 - mmaction - INFO - Epoch [103][1740/3757] lr: 1.000e-03, eta: 2 days, 5:26:32, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0698, top1_acc: 0.6266, top5_acc: 0.8102, loss_cls: 1.5871, loss: 2.6569, grad_norm: 9.6957 2021-07-07 19:51:40,480 - mmaction - INFO - Epoch [103][1760/3757] lr: 1.000e-03, eta: 2 days, 5:26:10, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4688, loss: 2.4838, grad_norm: 8.9952 2021-07-07 19:52:01,864 - mmaction - INFO - Epoch [103][1780/3757] lr: 1.000e-03, eta: 2 days, 5:25:48, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4580, loss: 2.4851, grad_norm: 9.0450 2021-07-07 19:52:22,841 - mmaction - INFO - Epoch [103][1800/3757] lr: 1.000e-03, eta: 2 days, 5:25:27, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9930, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4127, loss: 2.4057, grad_norm: 9.1614 2021-07-07 19:52:44,225 - mmaction - INFO - Epoch [103][1820/3757] lr: 1.000e-03, eta: 2 days, 5:25:05, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9632, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.4189, loss: 2.3821, grad_norm: 9.0230 2021-07-07 19:53:06,027 - mmaction - INFO - Epoch [103][1840/3757] lr: 1.000e-03, eta: 2 days, 5:24:44, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6266, top5_acc: 0.8242, loss_cls: 1.5585, loss: 2.5885, grad_norm: 9.4244 2021-07-07 19:53:27,248 - mmaction - INFO - Epoch [103][1860/3757] lr: 1.000e-03, eta: 2 days, 5:24:22, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9896, top1_acc: 0.6648, top5_acc: 0.8391, loss_cls: 1.4474, loss: 2.4371, grad_norm: 9.1578 2021-07-07 19:53:48,487 - mmaction - INFO - Epoch [103][1880/3757] lr: 1.000e-03, eta: 2 days, 5:24:00, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9800, top1_acc: 0.6672, top5_acc: 0.8422, loss_cls: 1.4285, loss: 2.4085, grad_norm: 9.3315 2021-07-07 19:54:09,687 - mmaction - INFO - Epoch [103][1900/3757] lr: 1.000e-03, eta: 2 days, 5:23:38, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0067, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4635, loss: 2.4702, grad_norm: 9.3014 2021-07-07 19:54:30,695 - mmaction - INFO - Epoch [103][1920/3757] lr: 1.000e-03, eta: 2 days, 5:23:17, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9978, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4650, loss: 2.4628, grad_norm: 9.0627 2021-07-07 19:54:51,803 - mmaction - INFO - Epoch [103][1940/3757] lr: 1.000e-03, eta: 2 days, 5:22:55, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0008, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4180, loss: 2.4188, grad_norm: 9.3014 2021-07-07 19:55:13,537 - mmaction - INFO - Epoch [103][1960/3757] lr: 1.000e-03, eta: 2 days, 5:22:33, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.0843, top1_acc: 0.6289, top5_acc: 0.8195, loss_cls: 1.5955, loss: 2.6798, grad_norm: 9.5762 2021-07-07 19:55:34,675 - mmaction - INFO - Epoch [103][1980/3757] lr: 1.000e-03, eta: 2 days, 5:22:12, time: 1.058, data_time: 0.009, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.5095, loss: 2.5426, grad_norm: 9.3781 2021-07-07 19:55:55,682 - mmaction - INFO - Epoch [103][2000/3757] lr: 1.000e-03, eta: 2 days, 5:21:50, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9608, top1_acc: 0.6586, top5_acc: 0.8648, loss_cls: 1.3709, loss: 2.3317, grad_norm: 9.2087 2021-07-07 19:56:16,607 - mmaction - INFO - Epoch [103][2020/3757] lr: 1.000e-03, eta: 2 days, 5:21:28, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0098, top1_acc: 0.6359, top5_acc: 0.8313, loss_cls: 1.4817, loss: 2.4915, grad_norm: 9.5687 2021-07-07 19:56:37,937 - mmaction - INFO - Epoch [103][2040/3757] lr: 1.000e-03, eta: 2 days, 5:21:06, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0065, top1_acc: 0.6609, top5_acc: 0.8359, loss_cls: 1.4447, loss: 2.4512, grad_norm: 9.4225 2021-07-07 19:56:59,314 - mmaction - INFO - Epoch [103][2060/3757] lr: 1.000e-03, eta: 2 days, 5:20:45, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9733, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3761, loss: 2.3494, grad_norm: 9.1515 2021-07-07 19:57:20,798 - mmaction - INFO - Epoch [103][2080/3757] lr: 1.000e-03, eta: 2 days, 5:20:23, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.0391, top1_acc: 0.6305, top5_acc: 0.8344, loss_cls: 1.5223, loss: 2.5614, grad_norm: 9.4884 2021-07-07 19:57:41,906 - mmaction - INFO - Epoch [103][2100/3757] lr: 1.000e-03, eta: 2 days, 5:20:02, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9728, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4028, loss: 2.3756, grad_norm: 9.2610 2021-07-07 19:58:04,029 - mmaction - INFO - Epoch [103][2120/3757] lr: 1.000e-03, eta: 2 days, 5:19:40, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 1.0138, top1_acc: 0.6445, top5_acc: 0.8250, loss_cls: 1.5268, loss: 2.5406, grad_norm: 9.4576 2021-07-07 19:58:25,015 - mmaction - INFO - Epoch [103][2140/3757] lr: 1.000e-03, eta: 2 days, 5:19:18, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9895, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4173, loss: 2.4069, grad_norm: 9.4617 2021-07-07 19:58:46,173 - mmaction - INFO - Epoch [103][2160/3757] lr: 1.000e-03, eta: 2 days, 5:18:57, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6500, top5_acc: 0.8336, loss_cls: 1.4858, loss: 2.4964, grad_norm: 9.3766 2021-07-07 19:59:07,336 - mmaction - INFO - Epoch [103][2180/3757] lr: 1.000e-03, eta: 2 days, 5:18:35, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4769, loss: 2.4663, grad_norm: 9.1351 2021-07-07 19:59:28,595 - mmaction - INFO - Epoch [103][2200/3757] lr: 1.000e-03, eta: 2 days, 5:18:13, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9972, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4996, loss: 2.4968, grad_norm: 9.4679 2021-07-07 19:59:49,893 - mmaction - INFO - Epoch [103][2220/3757] lr: 1.000e-03, eta: 2 days, 5:17:52, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0135, top1_acc: 0.6406, top5_acc: 0.8328, loss_cls: 1.4591, loss: 2.4726, grad_norm: 9.1719 2021-07-07 20:00:11,079 - mmaction - INFO - Epoch [103][2240/3757] lr: 1.000e-03, eta: 2 days, 5:17:30, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0109, top1_acc: 0.6672, top5_acc: 0.8320, loss_cls: 1.4579, loss: 2.4688, grad_norm: 9.3117 2021-07-07 20:00:32,048 - mmaction - INFO - Epoch [103][2260/3757] lr: 1.000e-03, eta: 2 days, 5:17:08, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9941, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4667, loss: 2.4609, grad_norm: 9.1510 2021-07-07 20:00:54,499 - mmaction - INFO - Epoch [103][2280/3757] lr: 1.000e-03, eta: 2 days, 5:16:47, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.5048, loss: 2.4942, grad_norm: 9.3518 2021-07-07 20:01:15,430 - mmaction - INFO - Epoch [103][2300/3757] lr: 1.000e-03, eta: 2 days, 5:16:25, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4687, loss: 2.4586, grad_norm: 9.1733 2021-07-07 20:01:36,273 - mmaction - INFO - Epoch [103][2320/3757] lr: 1.000e-03, eta: 2 days, 5:16:03, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.0455, top1_acc: 0.6391, top5_acc: 0.8352, loss_cls: 1.5189, loss: 2.5644, grad_norm: 9.4666 2021-07-07 20:01:57,978 - mmaction - INFO - Epoch [103][2340/3757] lr: 1.000e-03, eta: 2 days, 5:15:42, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.0370, top1_acc: 0.6484, top5_acc: 0.8266, loss_cls: 1.5286, loss: 2.5657, grad_norm: 9.5141 2021-07-07 20:02:19,016 - mmaction - INFO - Epoch [103][2360/3757] lr: 1.000e-03, eta: 2 days, 5:15:20, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0238, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.5117, loss: 2.5355, grad_norm: 9.5450 2021-07-07 20:02:40,170 - mmaction - INFO - Epoch [103][2380/3757] lr: 1.000e-03, eta: 2 days, 5:14:58, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4783, loss: 2.4927, grad_norm: 9.4828 2021-07-07 20:03:01,292 - mmaction - INFO - Epoch [103][2400/3757] lr: 1.000e-03, eta: 2 days, 5:14:37, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4452, loss: 2.4381, grad_norm: 9.4471 2021-07-07 20:03:23,321 - mmaction - INFO - Epoch [103][2420/3757] lr: 1.000e-03, eta: 2 days, 5:14:15, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 1.0060, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.4860, loss: 2.4920, grad_norm: 9.2693 2021-07-07 20:03:44,330 - mmaction - INFO - Epoch [103][2440/3757] lr: 1.000e-03, eta: 2 days, 5:13:53, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9961, top1_acc: 0.6648, top5_acc: 0.8398, loss_cls: 1.4596, loss: 2.4557, grad_norm: 9.2648 2021-07-07 20:04:05,641 - mmaction - INFO - Epoch [103][2460/3757] lr: 1.000e-03, eta: 2 days, 5:13:32, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.3775, loss: 2.3442, grad_norm: 9.3746 2021-07-07 20:04:26,708 - mmaction - INFO - Epoch [103][2480/3757] lr: 1.000e-03, eta: 2 days, 5:13:10, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9778, top1_acc: 0.6633, top5_acc: 0.8359, loss_cls: 1.4557, loss: 2.4335, grad_norm: 9.3381 2021-07-07 20:04:47,718 - mmaction - INFO - Epoch [103][2500/3757] lr: 1.000e-03, eta: 2 days, 5:12:48, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.0231, top1_acc: 0.6758, top5_acc: 0.8367, loss_cls: 1.4545, loss: 2.4776, grad_norm: 9.3290 2021-07-07 20:05:08,681 - mmaction - INFO - Epoch [103][2520/3757] lr: 1.000e-03, eta: 2 days, 5:12:26, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0295, top1_acc: 0.6344, top5_acc: 0.8227, loss_cls: 1.5546, loss: 2.5841, grad_norm: 9.3566 2021-07-07 20:05:29,964 - mmaction - INFO - Epoch [103][2540/3757] lr: 1.000e-03, eta: 2 days, 5:12:05, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0470, top1_acc: 0.6336, top5_acc: 0.8250, loss_cls: 1.5490, loss: 2.5960, grad_norm: 9.5488 2021-07-07 20:05:51,224 - mmaction - INFO - Epoch [103][2560/3757] lr: 1.000e-03, eta: 2 days, 5:11:43, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.5001, loss: 2.5257, grad_norm: 9.5137 2021-07-07 20:06:13,052 - mmaction - INFO - Epoch [103][2580/3757] lr: 1.000e-03, eta: 2 days, 5:11:22, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 0.9833, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4630, loss: 2.4463, grad_norm: 9.3649 2021-07-07 20:06:34,135 - mmaction - INFO - Epoch [103][2600/3757] lr: 1.000e-03, eta: 2 days, 5:11:00, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0052, top1_acc: 0.6602, top5_acc: 0.8289, loss_cls: 1.4810, loss: 2.4862, grad_norm: 9.4344 2021-07-07 20:06:55,976 - mmaction - INFO - Epoch [103][2620/3757] lr: 1.000e-03, eta: 2 days, 5:10:39, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6602, top5_acc: 0.8336, loss_cls: 1.4813, loss: 2.4742, grad_norm: 9.5350 2021-07-07 20:07:17,053 - mmaction - INFO - Epoch [103][2640/3757] lr: 1.000e-03, eta: 2 days, 5:10:17, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9903, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4413, loss: 2.4315, grad_norm: 9.2475 2021-07-07 20:07:38,226 - mmaction - INFO - Epoch [103][2660/3757] lr: 1.000e-03, eta: 2 days, 5:09:55, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0216, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.5118, loss: 2.5335, grad_norm: 9.4506 2021-07-07 20:07:59,506 - mmaction - INFO - Epoch [103][2680/3757] lr: 1.000e-03, eta: 2 days, 5:09:33, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0252, top1_acc: 0.6578, top5_acc: 0.8359, loss_cls: 1.4797, loss: 2.5049, grad_norm: 9.4218 2021-07-07 20:08:20,690 - mmaction - INFO - Epoch [103][2700/3757] lr: 1.000e-03, eta: 2 days, 5:09:12, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0017, top1_acc: 0.6406, top5_acc: 0.8414, loss_cls: 1.5060, loss: 2.5077, grad_norm: 9.4215 2021-07-07 20:08:41,825 - mmaction - INFO - Epoch [103][2720/3757] lr: 1.000e-03, eta: 2 days, 5:08:50, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0428, top1_acc: 0.6391, top5_acc: 0.8344, loss_cls: 1.5090, loss: 2.5518, grad_norm: 9.4527 2021-07-07 20:09:02,818 - mmaction - INFO - Epoch [103][2740/3757] lr: 1.000e-03, eta: 2 days, 5:08:28, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.4604, loss: 2.4619, grad_norm: 9.2768 2021-07-07 20:09:23,890 - mmaction - INFO - Epoch [103][2760/3757] lr: 1.000e-03, eta: 2 days, 5:08:06, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4628, loss: 2.4617, grad_norm: 9.4612 2021-07-07 20:09:45,466 - mmaction - INFO - Epoch [103][2780/3757] lr: 1.000e-03, eta: 2 days, 5:07:45, time: 1.077, data_time: 0.022, memory: 6921, loss_aux: 1.0528, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.5502, loss: 2.6031, grad_norm: 9.4922 2021-07-07 20:10:06,760 - mmaction - INFO - Epoch [103][2800/3757] lr: 1.000e-03, eta: 2 days, 5:07:23, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6328, top5_acc: 0.8383, loss_cls: 1.5325, loss: 2.5589, grad_norm: 9.7100 2021-07-07 20:10:27,894 - mmaction - INFO - Epoch [103][2820/3757] lr: 1.000e-03, eta: 2 days, 5:07:02, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9930, top1_acc: 0.6523, top5_acc: 0.8336, loss_cls: 1.4824, loss: 2.4754, grad_norm: 9.5517 2021-07-07 20:10:49,054 - mmaction - INFO - Epoch [103][2840/3757] lr: 1.000e-03, eta: 2 days, 5:06:40, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9352, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3951, loss: 2.3303, grad_norm: 9.3185 2021-07-07 20:11:10,691 - mmaction - INFO - Epoch [103][2860/3757] lr: 1.000e-03, eta: 2 days, 5:06:18, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4588, loss: 2.4638, grad_norm: 9.3288 2021-07-07 20:11:31,873 - mmaction - INFO - Epoch [103][2880/3757] lr: 1.000e-03, eta: 2 days, 5:05:57, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6578, top5_acc: 0.8398, loss_cls: 1.4333, loss: 2.4174, grad_norm: 9.3271 2021-07-07 20:11:53,169 - mmaction - INFO - Epoch [103][2900/3757] lr: 1.000e-03, eta: 2 days, 5:05:35, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6305, top5_acc: 0.8133, loss_cls: 1.5597, loss: 2.5894, grad_norm: 9.6322 2021-07-07 20:12:14,217 - mmaction - INFO - Epoch [103][2920/3757] lr: 1.000e-03, eta: 2 days, 5:05:13, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.0121, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5278, loss: 2.5399, grad_norm: 9.7511 2021-07-07 20:12:35,214 - mmaction - INFO - Epoch [103][2940/3757] lr: 1.000e-03, eta: 2 days, 5:04:51, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.0331, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4500, loss: 2.4832, grad_norm: 9.3284 2021-07-07 20:12:56,413 - mmaction - INFO - Epoch [103][2960/3757] lr: 1.000e-03, eta: 2 days, 5:04:30, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4512, loss: 2.4359, grad_norm: 9.2999 2021-07-07 20:13:17,476 - mmaction - INFO - Epoch [103][2980/3757] lr: 1.000e-03, eta: 2 days, 5:04:08, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0192, top1_acc: 0.6562, top5_acc: 0.8328, loss_cls: 1.4672, loss: 2.4865, grad_norm: 9.3709 2021-07-07 20:13:38,411 - mmaction - INFO - Epoch [103][3000/3757] lr: 1.000e-03, eta: 2 days, 5:03:46, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9915, top1_acc: 0.6523, top5_acc: 0.8266, loss_cls: 1.5044, loss: 2.4959, grad_norm: 9.1727 2021-07-07 20:14:00,830 - mmaction - INFO - Epoch [103][3020/3757] lr: 1.000e-03, eta: 2 days, 5:03:25, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.5345, loss: 2.5637, grad_norm: 9.6482 2021-07-07 20:14:22,385 - mmaction - INFO - Epoch [103][3040/3757] lr: 1.000e-03, eta: 2 days, 5:03:03, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.5052, loss: 2.5185, grad_norm: 9.1784 2021-07-07 20:14:43,649 - mmaction - INFO - Epoch [103][3060/3757] lr: 1.000e-03, eta: 2 days, 5:02:42, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0285, top1_acc: 0.6523, top5_acc: 0.8234, loss_cls: 1.5265, loss: 2.5551, grad_norm: 9.3150 2021-07-07 20:15:04,947 - mmaction - INFO - Epoch [103][3080/3757] lr: 1.000e-03, eta: 2 days, 5:02:20, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0431, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.5087, loss: 2.5518, grad_norm: 9.5871 2021-07-07 20:15:26,120 - mmaction - INFO - Epoch [103][3100/3757] lr: 1.000e-03, eta: 2 days, 5:01:58, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0604, top1_acc: 0.6445, top5_acc: 0.8063, loss_cls: 1.5586, loss: 2.6190, grad_norm: 9.4982 2021-07-07 20:15:47,254 - mmaction - INFO - Epoch [103][3120/3757] lr: 1.000e-03, eta: 2 days, 5:01:37, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0483, top1_acc: 0.6195, top5_acc: 0.8305, loss_cls: 1.5669, loss: 2.6153, grad_norm: 9.7288 2021-07-07 20:16:08,296 - mmaction - INFO - Epoch [103][3140/3757] lr: 1.000e-03, eta: 2 days, 5:01:15, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0487, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5309, loss: 2.5796, grad_norm: 9.3228 2021-07-07 20:16:29,636 - mmaction - INFO - Epoch [103][3160/3757] lr: 1.000e-03, eta: 2 days, 5:00:53, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0235, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4666, loss: 2.4901, grad_norm: 9.4522 2021-07-07 20:16:51,002 - mmaction - INFO - Epoch [103][3180/3757] lr: 1.000e-03, eta: 2 days, 5:00:32, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.0433, top1_acc: 0.6312, top5_acc: 0.8227, loss_cls: 1.5704, loss: 2.6136, grad_norm: 9.4973 2021-07-07 20:17:12,321 - mmaction - INFO - Epoch [103][3200/3757] lr: 1.000e-03, eta: 2 days, 5:00:10, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0269, top1_acc: 0.6289, top5_acc: 0.8414, loss_cls: 1.5094, loss: 2.5363, grad_norm: 9.5057 2021-07-07 20:17:33,650 - mmaction - INFO - Epoch [103][3220/3757] lr: 1.000e-03, eta: 2 days, 4:59:48, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6570, top5_acc: 0.8297, loss_cls: 1.4960, loss: 2.4949, grad_norm: 9.4992 2021-07-07 20:17:55,806 - mmaction - INFO - Epoch [103][3240/3757] lr: 1.000e-03, eta: 2 days, 4:59:27, time: 1.109, data_time: 0.063, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6406, top5_acc: 0.8320, loss_cls: 1.5569, loss: 2.5888, grad_norm: 9.6632 2021-07-07 20:18:17,114 - mmaction - INFO - Epoch [103][3260/3757] lr: 1.000e-03, eta: 2 days, 4:59:05, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.4379, loss: 2.4430, grad_norm: 9.3074 2021-07-07 20:18:38,205 - mmaction - INFO - Epoch [103][3280/3757] lr: 1.000e-03, eta: 2 days, 4:58:44, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4447, loss: 2.4596, grad_norm: 9.1236 2021-07-07 20:18:59,778 - mmaction - INFO - Epoch [103][3300/3757] lr: 1.000e-03, eta: 2 days, 4:58:22, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0000, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4415, loss: 2.4415, grad_norm: 9.6405 2021-07-07 20:19:20,974 - mmaction - INFO - Epoch [103][3320/3757] lr: 1.000e-03, eta: 2 days, 4:58:00, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0360, top1_acc: 0.6383, top5_acc: 0.8313, loss_cls: 1.5150, loss: 2.5510, grad_norm: 9.4514 2021-07-07 20:19:42,190 - mmaction - INFO - Epoch [103][3340/3757] lr: 1.000e-03, eta: 2 days, 4:57:39, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0274, top1_acc: 0.6508, top5_acc: 0.8344, loss_cls: 1.4806, loss: 2.5080, grad_norm: 9.4527 2021-07-07 20:20:03,422 - mmaction - INFO - Epoch [103][3360/3757] lr: 1.000e-03, eta: 2 days, 4:57:17, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0383, top1_acc: 0.6273, top5_acc: 0.8328, loss_cls: 1.5485, loss: 2.5868, grad_norm: 9.6927 2021-07-07 20:20:24,931 - mmaction - INFO - Epoch [103][3380/3757] lr: 1.000e-03, eta: 2 days, 4:56:55, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 0.9682, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4348, loss: 2.4030, grad_norm: 9.3515 2021-07-07 20:20:46,936 - mmaction - INFO - Epoch [103][3400/3757] lr: 1.000e-03, eta: 2 days, 4:56:34, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.0268, top1_acc: 0.6430, top5_acc: 0.8250, loss_cls: 1.5083, loss: 2.5351, grad_norm: 9.2031 2021-07-07 20:21:08,264 - mmaction - INFO - Epoch [103][3420/3757] lr: 1.000e-03, eta: 2 days, 4:56:12, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0301, top1_acc: 0.6617, top5_acc: 0.8273, loss_cls: 1.5140, loss: 2.5441, grad_norm: 9.3146 2021-07-07 20:21:29,495 - mmaction - INFO - Epoch [103][3440/3757] lr: 1.000e-03, eta: 2 days, 4:55:51, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6500, top5_acc: 0.8289, loss_cls: 1.4870, loss: 2.4745, grad_norm: 9.3752 2021-07-07 20:21:50,829 - mmaction - INFO - Epoch [103][3460/3757] lr: 1.000e-03, eta: 2 days, 4:55:29, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4381, loss: 2.4423, grad_norm: 9.1876 2021-07-07 20:22:12,229 - mmaction - INFO - Epoch [103][3480/3757] lr: 1.000e-03, eta: 2 days, 4:55:07, time: 1.069, data_time: 0.017, memory: 6921, loss_aux: 1.0007, top1_acc: 0.6562, top5_acc: 0.8336, loss_cls: 1.4808, loss: 2.4815, grad_norm: 9.0334 2021-07-07 20:22:33,545 - mmaction - INFO - Epoch [103][3500/3757] lr: 1.000e-03, eta: 2 days, 4:54:46, time: 1.067, data_time: 0.014, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6531, top5_acc: 0.8281, loss_cls: 1.4855, loss: 2.4957, grad_norm: 9.4402 2021-07-07 20:22:54,827 - mmaction - INFO - Epoch [103][3520/3757] lr: 1.000e-03, eta: 2 days, 4:54:24, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9915, top1_acc: 0.6539, top5_acc: 0.8359, loss_cls: 1.4797, loss: 2.4712, grad_norm: 9.4405 2021-07-07 20:23:15,971 - mmaction - INFO - Epoch [103][3540/3757] lr: 1.000e-03, eta: 2 days, 4:54:02, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4550, loss: 2.4523, grad_norm: 9.3494 2021-07-07 20:23:37,147 - mmaction - INFO - Epoch [103][3560/3757] lr: 1.000e-03, eta: 2 days, 4:53:41, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0188, top1_acc: 0.6516, top5_acc: 0.8297, loss_cls: 1.5307, loss: 2.5496, grad_norm: 9.4764 2021-07-07 20:23:58,502 - mmaction - INFO - Epoch [103][3580/3757] lr: 1.000e-03, eta: 2 days, 4:53:19, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.0315, top1_acc: 0.6375, top5_acc: 0.8266, loss_cls: 1.5564, loss: 2.5879, grad_norm: 9.9322 2021-07-07 20:24:19,712 - mmaction - INFO - Epoch [103][3600/3757] lr: 1.000e-03, eta: 2 days, 4:52:57, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0219, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.5018, loss: 2.5236, grad_norm: 9.3874 2021-07-07 20:24:41,083 - mmaction - INFO - Epoch [103][3620/3757] lr: 1.000e-03, eta: 2 days, 4:52:36, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0157, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.4838, loss: 2.4996, grad_norm: 9.1692 2021-07-07 20:25:02,202 - mmaction - INFO - Epoch [103][3640/3757] lr: 1.000e-03, eta: 2 days, 4:52:14, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6516, top5_acc: 0.8336, loss_cls: 1.4610, loss: 2.4641, grad_norm: 9.0434 2021-07-07 20:25:24,341 - mmaction - INFO - Epoch [103][3660/3757] lr: 1.000e-03, eta: 2 days, 4:51:53, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 0.9897, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.4573, loss: 2.4470, grad_norm: 9.2616 2021-07-07 20:25:45,262 - mmaction - INFO - Epoch [103][3680/3757] lr: 1.000e-03, eta: 2 days, 4:51:31, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.5129, loss: 2.5411, grad_norm: 9.5660 2021-07-07 20:26:06,397 - mmaction - INFO - Epoch [103][3700/3757] lr: 1.000e-03, eta: 2 days, 4:51:09, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0370, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.5787, loss: 2.6157, grad_norm: 9.7078 2021-07-07 20:26:27,700 - mmaction - INFO - Epoch [103][3720/3757] lr: 1.000e-03, eta: 2 days, 4:50:48, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9952, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.4735, loss: 2.4687, grad_norm: 9.4279 2021-07-07 20:26:48,884 - mmaction - INFO - Epoch [103][3740/3757] lr: 1.000e-03, eta: 2 days, 4:50:26, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0493, top1_acc: 0.6398, top5_acc: 0.8203, loss_cls: 1.5221, loss: 2.5713, grad_norm: 9.5706 2021-07-07 20:27:07,412 - mmaction - INFO - Saving checkpoint at 103 epochs 2021-07-07 20:28:09,848 - mmaction - INFO - Epoch [104][20/3757] lr: 1.000e-03, eta: 2 days, 4:49:56, time: 3.042, data_time: 1.965, memory: 6921, loss_aux: 1.0482, top1_acc: 0.6438, top5_acc: 0.8227, loss_cls: 1.5333, loss: 2.5816, grad_norm: 9.4678 2021-07-07 20:28:31,980 - mmaction - INFO - Epoch [104][40/3757] lr: 1.000e-03, eta: 2 days, 4:49:34, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 1.0546, top1_acc: 0.6125, top5_acc: 0.8125, loss_cls: 1.6411, loss: 2.6958, grad_norm: 9.5500 2021-07-07 20:28:53,096 - mmaction - INFO - Epoch [104][60/3757] lr: 1.000e-03, eta: 2 days, 4:49:13, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0536, top1_acc: 0.6383, top5_acc: 0.8219, loss_cls: 1.5524, loss: 2.6060, grad_norm: 9.4465 2021-07-07 20:29:14,084 - mmaction - INFO - Epoch [104][80/3757] lr: 1.000e-03, eta: 2 days, 4:48:51, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0533, top1_acc: 0.6375, top5_acc: 0.8266, loss_cls: 1.5352, loss: 2.5885, grad_norm: 9.4236 2021-07-07 20:29:35,275 - mmaction - INFO - Epoch [104][100/3757] lr: 1.000e-03, eta: 2 days, 4:48:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0504, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5157, loss: 2.5662, grad_norm: 9.3772 2021-07-07 20:29:56,420 - mmaction - INFO - Epoch [104][120/3757] lr: 1.000e-03, eta: 2 days, 4:48:07, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.0035, top1_acc: 0.6453, top5_acc: 0.8266, loss_cls: 1.5254, loss: 2.5289, grad_norm: 9.4334 2021-07-07 20:30:17,479 - mmaction - INFO - Epoch [104][140/3757] lr: 1.000e-03, eta: 2 days, 4:47:46, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6781, top5_acc: 0.8461, loss_cls: 1.4067, loss: 2.3979, grad_norm: 9.2205 2021-07-07 20:30:38,445 - mmaction - INFO - Epoch [104][160/3757] lr: 1.000e-03, eta: 2 days, 4:47:24, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5066, loss: 2.5309, grad_norm: 9.6008 2021-07-07 20:31:00,184 - mmaction - INFO - Epoch [104][180/3757] lr: 1.000e-03, eta: 2 days, 4:47:02, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.0384, top1_acc: 0.6344, top5_acc: 0.8258, loss_cls: 1.5535, loss: 2.5919, grad_norm: 9.9662 2021-07-07 20:31:22,571 - mmaction - INFO - Epoch [104][200/3757] lr: 1.000e-03, eta: 2 days, 4:46:41, time: 1.121, data_time: 0.005, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.4480, loss: 2.4492, grad_norm: 9.3578 2021-07-07 20:31:43,368 - mmaction - INFO - Epoch [104][220/3757] lr: 1.000e-03, eta: 2 days, 4:46:19, time: 1.039, data_time: 0.002, memory: 6921, loss_aux: 1.0222, top1_acc: 0.6430, top5_acc: 0.8258, loss_cls: 1.5291, loss: 2.5514, grad_norm: 9.3476 2021-07-07 20:32:04,382 - mmaction - INFO - Epoch [104][240/3757] lr: 1.000e-03, eta: 2 days, 4:45:57, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9769, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4462, loss: 2.4231, grad_norm: 9.6006 2021-07-07 20:32:25,688 - mmaction - INFO - Epoch [104][260/3757] lr: 1.000e-03, eta: 2 days, 4:45:36, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4562, loss: 2.4649, grad_norm: 9.4460 2021-07-07 20:32:47,286 - mmaction - INFO - Epoch [104][280/3757] lr: 1.000e-03, eta: 2 days, 4:45:14, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 0.9776, top1_acc: 0.6609, top5_acc: 0.8430, loss_cls: 1.4547, loss: 2.4323, grad_norm: 9.3637 2021-07-07 20:33:08,361 - mmaction - INFO - Epoch [104][300/3757] lr: 1.000e-03, eta: 2 days, 4:44:53, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3688, loss: 2.3301, grad_norm: 9.3335 2021-07-07 20:33:29,737 - mmaction - INFO - Epoch [104][320/3757] lr: 1.000e-03, eta: 2 days, 4:44:31, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6625, top5_acc: 0.8258, loss_cls: 1.4704, loss: 2.4631, grad_norm: 9.4514 2021-07-07 20:33:52,475 - mmaction - INFO - Epoch [104][340/3757] lr: 1.000e-03, eta: 2 days, 4:44:10, time: 1.138, data_time: 0.004, memory: 6921, loss_aux: 1.0232, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4913, loss: 2.5145, grad_norm: 9.5002 2021-07-07 20:34:13,483 - mmaction - INFO - Epoch [104][360/3757] lr: 1.000e-03, eta: 2 days, 4:43:48, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0250, top1_acc: 0.6453, top5_acc: 0.8313, loss_cls: 1.4777, loss: 2.5027, grad_norm: 9.1474 2021-07-07 20:34:34,624 - mmaction - INFO - Epoch [104][380/3757] lr: 1.000e-03, eta: 2 days, 4:43:26, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6266, top5_acc: 0.8273, loss_cls: 1.5316, loss: 2.5780, grad_norm: 9.4990 2021-07-07 20:34:55,711 - mmaction - INFO - Epoch [104][400/3757] lr: 1.000e-03, eta: 2 days, 4:43:05, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9923, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4564, loss: 2.4487, grad_norm: 9.4713 2021-07-07 20:35:16,826 - mmaction - INFO - Epoch [104][420/3757] lr: 1.000e-03, eta: 2 days, 4:42:43, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6641, top5_acc: 0.8430, loss_cls: 1.4325, loss: 2.4262, grad_norm: 9.2289 2021-07-07 20:35:38,046 - mmaction - INFO - Epoch [104][440/3757] lr: 1.000e-03, eta: 2 days, 4:42:21, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0537, top1_acc: 0.6359, top5_acc: 0.8187, loss_cls: 1.5464, loss: 2.6001, grad_norm: 9.6047 2021-07-07 20:35:59,351 - mmaction - INFO - Epoch [104][460/3757] lr: 1.000e-03, eta: 2 days, 4:42:00, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6508, top5_acc: 0.8461, loss_cls: 1.4793, loss: 2.4775, grad_norm: 9.5477 2021-07-07 20:36:20,390 - mmaction - INFO - Epoch [104][480/3757] lr: 1.000e-03, eta: 2 days, 4:41:38, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0008, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.4851, loss: 2.4859, grad_norm: 9.4263 2021-07-07 20:36:42,005 - mmaction - INFO - Epoch [104][500/3757] lr: 1.000e-03, eta: 2 days, 4:41:16, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6508, top5_acc: 0.8406, loss_cls: 1.4628, loss: 2.4677, grad_norm: 9.2936 2021-07-07 20:37:03,179 - mmaction - INFO - Epoch [104][520/3757] lr: 1.000e-03, eta: 2 days, 4:40:55, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0040, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4622, loss: 2.4662, grad_norm: 9.2875 2021-07-07 20:37:24,356 - mmaction - INFO - Epoch [104][540/3757] lr: 1.000e-03, eta: 2 days, 4:40:33, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0035, top1_acc: 0.6672, top5_acc: 0.8438, loss_cls: 1.4453, loss: 2.4488, grad_norm: 9.1271 2021-07-07 20:37:45,555 - mmaction - INFO - Epoch [104][560/3757] lr: 1.000e-03, eta: 2 days, 4:40:11, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9731, top1_acc: 0.6516, top5_acc: 0.8578, loss_cls: 1.3775, loss: 2.3506, grad_norm: 9.2006 2021-07-07 20:38:06,538 - mmaction - INFO - Epoch [104][580/3757] lr: 1.000e-03, eta: 2 days, 4:39:49, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6484, top5_acc: 0.8305, loss_cls: 1.4870, loss: 2.5151, grad_norm: 9.3441 2021-07-07 20:38:27,629 - mmaction - INFO - Epoch [104][600/3757] lr: 1.000e-03, eta: 2 days, 4:39:28, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0174, top1_acc: 0.6344, top5_acc: 0.8383, loss_cls: 1.5367, loss: 2.5540, grad_norm: 9.2376 2021-07-07 20:38:49,103 - mmaction - INFO - Epoch [104][620/3757] lr: 1.000e-03, eta: 2 days, 4:39:06, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6531, top5_acc: 0.8602, loss_cls: 1.3991, loss: 2.4006, grad_norm: 9.4961 2021-07-07 20:39:10,269 - mmaction - INFO - Epoch [104][640/3757] lr: 1.000e-03, eta: 2 days, 4:38:44, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0733, top1_acc: 0.6172, top5_acc: 0.8148, loss_cls: 1.6181, loss: 2.6914, grad_norm: 9.9182 2021-07-07 20:39:31,441 - mmaction - INFO - Epoch [104][660/3757] lr: 1.000e-03, eta: 2 days, 4:38:23, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6500, top5_acc: 0.8320, loss_cls: 1.4976, loss: 2.5142, grad_norm: 9.4891 2021-07-07 20:39:52,594 - mmaction - INFO - Epoch [104][680/3757] lr: 1.000e-03, eta: 2 days, 4:38:01, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9639, top1_acc: 0.6711, top5_acc: 0.8344, loss_cls: 1.3893, loss: 2.3532, grad_norm: 9.0656 2021-07-07 20:40:14,086 - mmaction - INFO - Epoch [104][700/3757] lr: 1.000e-03, eta: 2 days, 4:37:39, time: 1.075, data_time: 0.015, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3970, loss: 2.3666, grad_norm: 9.2370 2021-07-07 20:40:35,552 - mmaction - INFO - Epoch [104][720/3757] lr: 1.000e-03, eta: 2 days, 4:37:18, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.0066, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5388, loss: 2.5454, grad_norm: 9.7211 2021-07-07 20:40:56,547 - mmaction - INFO - Epoch [104][740/3757] lr: 1.000e-03, eta: 2 days, 4:36:56, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0177, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.4964, loss: 2.5141, grad_norm: 9.4013 2021-07-07 20:41:18,559 - mmaction - INFO - Epoch [104][760/3757] lr: 1.000e-03, eta: 2 days, 4:36:35, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6664, top5_acc: 0.8383, loss_cls: 1.4535, loss: 2.4223, grad_norm: 9.1507 2021-07-07 20:41:39,736 - mmaction - INFO - Epoch [104][780/3757] lr: 1.000e-03, eta: 2 days, 4:36:13, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9970, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.4777, loss: 2.4747, grad_norm: 9.2430 2021-07-07 20:42:00,971 - mmaction - INFO - Epoch [104][800/3757] lr: 1.000e-03, eta: 2 days, 4:35:51, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9825, top1_acc: 0.6562, top5_acc: 0.8359, loss_cls: 1.4614, loss: 2.4439, grad_norm: 9.2769 2021-07-07 20:42:22,080 - mmaction - INFO - Epoch [104][820/3757] lr: 1.000e-03, eta: 2 days, 4:35:29, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9518, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4067, loss: 2.3585, grad_norm: 9.0807 2021-07-07 20:42:43,175 - mmaction - INFO - Epoch [104][840/3757] lr: 1.000e-03, eta: 2 days, 4:35:08, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0187, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4782, loss: 2.4969, grad_norm: 9.4833 2021-07-07 20:43:04,229 - mmaction - INFO - Epoch [104][860/3757] lr: 1.000e-03, eta: 2 days, 4:34:46, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0315, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5766, loss: 2.6081, grad_norm: 9.3892 2021-07-07 20:43:25,464 - mmaction - INFO - Epoch [104][880/3757] lr: 1.000e-03, eta: 2 days, 4:34:24, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0170, top1_acc: 0.6508, top5_acc: 0.8297, loss_cls: 1.4941, loss: 2.5110, grad_norm: 9.4990 2021-07-07 20:43:46,500 - mmaction - INFO - Epoch [104][900/3757] lr: 1.000e-03, eta: 2 days, 4:34:02, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9976, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4577, loss: 2.4553, grad_norm: 9.1299 2021-07-07 20:44:07,890 - mmaction - INFO - Epoch [104][920/3757] lr: 1.000e-03, eta: 2 days, 4:33:41, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0362, top1_acc: 0.6383, top5_acc: 0.8281, loss_cls: 1.5367, loss: 2.5729, grad_norm: 9.4670 2021-07-07 20:44:29,183 - mmaction - INFO - Epoch [104][940/3757] lr: 1.000e-03, eta: 2 days, 4:33:19, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0204, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.5134, loss: 2.5338, grad_norm: 9.2492 2021-07-07 20:44:50,558 - mmaction - INFO - Epoch [104][960/3757] lr: 1.000e-03, eta: 2 days, 4:32:58, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0726, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.5286, loss: 2.6012, grad_norm: 9.4937 2021-07-07 20:45:11,448 - mmaction - INFO - Epoch [104][980/3757] lr: 1.000e-03, eta: 2 days, 4:32:36, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.0989, top1_acc: 0.6070, top5_acc: 0.8180, loss_cls: 1.6473, loss: 2.7462, grad_norm: 10.0176 2021-07-07 20:45:33,003 - mmaction - INFO - Epoch [104][1000/3757] lr: 1.000e-03, eta: 2 days, 4:32:14, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0563, top1_acc: 0.6359, top5_acc: 0.8273, loss_cls: 1.5432, loss: 2.5995, grad_norm: 9.4469 2021-07-07 20:45:54,032 - mmaction - INFO - Epoch [104][1020/3757] lr: 1.000e-03, eta: 2 days, 4:31:52, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9604, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3765, loss: 2.3369, grad_norm: 8.8339 2021-07-07 20:46:15,139 - mmaction - INFO - Epoch [104][1040/3757] lr: 1.000e-03, eta: 2 days, 4:31:31, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0231, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4867, loss: 2.5098, grad_norm: 9.3555 2021-07-07 20:46:36,185 - mmaction - INFO - Epoch [104][1060/3757] lr: 1.000e-03, eta: 2 days, 4:31:09, time: 1.054, data_time: 0.007, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.4692, loss: 2.4792, grad_norm: 9.3026 2021-07-07 20:46:58,273 - mmaction - INFO - Epoch [104][1080/3757] lr: 1.000e-03, eta: 2 days, 4:30:48, time: 1.106, data_time: 0.066, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.4887, loss: 2.4977, grad_norm: 9.3201 2021-07-07 20:47:20,567 - mmaction - INFO - Epoch [104][1100/3757] lr: 1.000e-03, eta: 2 days, 4:30:26, time: 1.114, data_time: 0.057, memory: 6921, loss_aux: 1.0566, top1_acc: 0.6406, top5_acc: 0.8258, loss_cls: 1.5241, loss: 2.5806, grad_norm: 9.7009 2021-07-07 20:47:41,796 - mmaction - INFO - Epoch [104][1120/3757] lr: 1.000e-03, eta: 2 days, 4:30:05, time: 1.059, data_time: 0.038, memory: 6921, loss_aux: 1.0159, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4760, loss: 2.4919, grad_norm: 9.4862 2021-07-07 20:48:02,728 - mmaction - INFO - Epoch [104][1140/3757] lr: 1.000e-03, eta: 2 days, 4:29:43, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9961, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4551, loss: 2.4512, grad_norm: 9.2280 2021-07-07 20:48:24,822 - mmaction - INFO - Epoch [104][1160/3757] lr: 1.000e-03, eta: 2 days, 4:29:22, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 0.9422, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3597, loss: 2.3019, grad_norm: 8.8818 2021-07-07 20:48:45,606 - mmaction - INFO - Epoch [104][1180/3757] lr: 1.000e-03, eta: 2 days, 4:29:00, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 1.0290, top1_acc: 0.6438, top5_acc: 0.8242, loss_cls: 1.5462, loss: 2.5752, grad_norm: 9.5159 2021-07-07 20:49:06,735 - mmaction - INFO - Epoch [104][1200/3757] lr: 1.000e-03, eta: 2 days, 4:28:38, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4342, loss: 2.4217, grad_norm: 9.4305 2021-07-07 20:49:27,906 - mmaction - INFO - Epoch [104][1220/3757] lr: 1.000e-03, eta: 2 days, 4:28:16, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0341, top1_acc: 0.6359, top5_acc: 0.8305, loss_cls: 1.5189, loss: 2.5530, grad_norm: 9.4356 2021-07-07 20:49:49,060 - mmaction - INFO - Epoch [104][1240/3757] lr: 1.000e-03, eta: 2 days, 4:27:55, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4352, loss: 2.4498, grad_norm: 9.0832 2021-07-07 20:50:10,156 - mmaction - INFO - Epoch [104][1260/3757] lr: 1.000e-03, eta: 2 days, 4:27:33, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0307, top1_acc: 0.6469, top5_acc: 0.8289, loss_cls: 1.4810, loss: 2.5117, grad_norm: 9.4113 2021-07-07 20:50:31,635 - mmaction - INFO - Epoch [104][1280/3757] lr: 1.000e-03, eta: 2 days, 4:27:11, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0561, top1_acc: 0.6273, top5_acc: 0.8234, loss_cls: 1.5771, loss: 2.6332, grad_norm: 9.7693 2021-07-07 20:50:53,203 - mmaction - INFO - Epoch [104][1300/3757] lr: 1.000e-03, eta: 2 days, 4:26:50, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.0374, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4722, loss: 2.5096, grad_norm: 9.3557 2021-07-07 20:51:14,442 - mmaction - INFO - Epoch [104][1320/3757] lr: 1.000e-03, eta: 2 days, 4:26:28, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9692, top1_acc: 0.6867, top5_acc: 0.8375, loss_cls: 1.3292, loss: 2.2984, grad_norm: 8.7909 2021-07-07 20:51:35,528 - mmaction - INFO - Epoch [104][1340/3757] lr: 1.000e-03, eta: 2 days, 4:26:06, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4810, loss: 2.4842, grad_norm: 9.3257 2021-07-07 20:51:56,891 - mmaction - INFO - Epoch [104][1360/3757] lr: 1.000e-03, eta: 2 days, 4:25:45, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 1.0013, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4844, loss: 2.4857, grad_norm: 9.6723 2021-07-07 20:52:17,882 - mmaction - INFO - Epoch [104][1380/3757] lr: 1.000e-03, eta: 2 days, 4:25:23, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.0438, top1_acc: 0.6297, top5_acc: 0.8320, loss_cls: 1.5274, loss: 2.5713, grad_norm: 9.5391 2021-07-07 20:52:38,942 - mmaction - INFO - Epoch [104][1400/3757] lr: 1.000e-03, eta: 2 days, 4:25:01, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3733, loss: 2.3309, grad_norm: 9.2329 2021-07-07 20:52:59,991 - mmaction - INFO - Epoch [104][1420/3757] lr: 1.000e-03, eta: 2 days, 4:24:39, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0393, top1_acc: 0.6539, top5_acc: 0.8281, loss_cls: 1.5136, loss: 2.5528, grad_norm: 9.4528 2021-07-07 20:53:21,142 - mmaction - INFO - Epoch [104][1440/3757] lr: 1.000e-03, eta: 2 days, 4:24:18, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0152, top1_acc: 0.6438, top5_acc: 0.8305, loss_cls: 1.5007, loss: 2.5158, grad_norm: 9.6965 2021-07-07 20:53:42,284 - mmaction - INFO - Epoch [104][1460/3757] lr: 1.000e-03, eta: 2 days, 4:23:56, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.4994, loss: 2.5024, grad_norm: 9.4712 2021-07-07 20:54:03,118 - mmaction - INFO - Epoch [104][1480/3757] lr: 1.000e-03, eta: 2 days, 4:23:34, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6539, top5_acc: 0.8336, loss_cls: 1.4909, loss: 2.5182, grad_norm: 9.3478 2021-07-07 20:54:24,551 - mmaction - INFO - Epoch [104][1500/3757] lr: 1.000e-03, eta: 2 days, 4:23:12, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.4972, loss: 2.5243, grad_norm: 9.3588 2021-07-07 20:54:45,744 - mmaction - INFO - Epoch [104][1520/3757] lr: 1.000e-03, eta: 2 days, 4:22:51, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0170, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4997, loss: 2.5166, grad_norm: 9.3640 2021-07-07 20:55:06,939 - mmaction - INFO - Epoch [104][1540/3757] lr: 1.000e-03, eta: 2 days, 4:22:29, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0583, top1_acc: 0.6242, top5_acc: 0.8148, loss_cls: 1.5931, loss: 2.6514, grad_norm: 9.5332 2021-07-07 20:55:28,680 - mmaction - INFO - Epoch [104][1560/3757] lr: 1.000e-03, eta: 2 days, 4:22:08, time: 1.088, data_time: 0.005, memory: 6921, loss_aux: 0.9754, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4457, loss: 2.4211, grad_norm: 9.2467 2021-07-07 20:55:49,907 - mmaction - INFO - Epoch [104][1580/3757] lr: 1.000e-03, eta: 2 days, 4:21:46, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6711, top5_acc: 0.8469, loss_cls: 1.4020, loss: 2.3835, grad_norm: 9.3538 2021-07-07 20:56:11,116 - mmaction - INFO - Epoch [104][1600/3757] lr: 1.000e-03, eta: 2 days, 4:21:24, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9801, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.4121, loss: 2.3923, grad_norm: 9.3210 2021-07-07 20:56:32,078 - mmaction - INFO - Epoch [104][1620/3757] lr: 1.000e-03, eta: 2 days, 4:21:02, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0450, top1_acc: 0.6445, top5_acc: 0.8320, loss_cls: 1.5338, loss: 2.5788, grad_norm: 9.5655 2021-07-07 20:56:53,245 - mmaction - INFO - Epoch [104][1640/3757] lr: 1.000e-03, eta: 2 days, 4:20:41, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0381, top1_acc: 0.6406, top5_acc: 0.8195, loss_cls: 1.5554, loss: 2.5935, grad_norm: 9.5724 2021-07-07 20:57:14,309 - mmaction - INFO - Epoch [104][1660/3757] lr: 1.000e-03, eta: 2 days, 4:20:19, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0586, top1_acc: 0.6367, top5_acc: 0.8258, loss_cls: 1.5635, loss: 2.6221, grad_norm: 9.4883 2021-07-07 20:57:35,700 - mmaction - INFO - Epoch [104][1680/3757] lr: 1.000e-03, eta: 2 days, 4:19:57, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 0.9896, top1_acc: 0.6516, top5_acc: 0.8305, loss_cls: 1.4554, loss: 2.4451, grad_norm: 9.2576 2021-07-07 20:57:57,250 - mmaction - INFO - Epoch [104][1700/3757] lr: 1.000e-03, eta: 2 days, 4:19:36, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6562, top5_acc: 0.8328, loss_cls: 1.4421, loss: 2.4214, grad_norm: 9.2131 2021-07-07 20:58:18,404 - mmaction - INFO - Epoch [104][1720/3757] lr: 1.000e-03, eta: 2 days, 4:19:14, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0401, top1_acc: 0.6273, top5_acc: 0.8297, loss_cls: 1.5207, loss: 2.5608, grad_norm: 9.7351 2021-07-07 20:58:39,527 - mmaction - INFO - Epoch [104][1740/3757] lr: 1.000e-03, eta: 2 days, 4:18:52, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0292, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4828, loss: 2.5120, grad_norm: 9.4815 2021-07-07 20:59:00,767 - mmaction - INFO - Epoch [104][1760/3757] lr: 1.000e-03, eta: 2 days, 4:18:31, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9496, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3761, loss: 2.3257, grad_norm: 9.3209 2021-07-07 20:59:22,046 - mmaction - INFO - Epoch [104][1780/3757] lr: 1.000e-03, eta: 2 days, 4:18:09, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9961, top1_acc: 0.6539, top5_acc: 0.8352, loss_cls: 1.4544, loss: 2.4505, grad_norm: 9.6656 2021-07-07 20:59:43,494 - mmaction - INFO - Epoch [104][1800/3757] lr: 1.000e-03, eta: 2 days, 4:17:47, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6484, top5_acc: 0.8305, loss_cls: 1.4926, loss: 2.4811, grad_norm: 9.4224 2021-07-07 21:00:05,196 - mmaction - INFO - Epoch [104][1820/3757] lr: 1.000e-03, eta: 2 days, 4:17:26, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.0164, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4495, loss: 2.4659, grad_norm: 9.2032 2021-07-07 21:00:26,394 - mmaction - INFO - Epoch [104][1840/3757] lr: 1.000e-03, eta: 2 days, 4:17:04, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6734, top5_acc: 0.8328, loss_cls: 1.4468, loss: 2.4484, grad_norm: 9.0995 2021-07-07 21:00:47,842 - mmaction - INFO - Epoch [104][1860/3757] lr: 1.000e-03, eta: 2 days, 4:16:43, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.0678, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.5216, loss: 2.5894, grad_norm: 9.6003 2021-07-07 21:01:09,059 - mmaction - INFO - Epoch [104][1880/3757] lr: 1.000e-03, eta: 2 days, 4:16:21, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0274, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.4899, loss: 2.5173, grad_norm: 9.3309 2021-07-07 21:01:30,103 - mmaction - INFO - Epoch [104][1900/3757] lr: 1.000e-03, eta: 2 days, 4:15:59, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9829, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4401, loss: 2.4230, grad_norm: 9.3083 2021-07-07 21:01:51,230 - mmaction - INFO - Epoch [104][1920/3757] lr: 1.000e-03, eta: 2 days, 4:15:37, time: 1.057, data_time: 0.007, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.5191, loss: 2.5356, grad_norm: 9.5928 2021-07-07 21:02:12,372 - mmaction - INFO - Epoch [104][1940/3757] lr: 1.000e-03, eta: 2 days, 4:15:16, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9485, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4014, loss: 2.3500, grad_norm: 9.3436 2021-07-07 21:02:33,603 - mmaction - INFO - Epoch [104][1960/3757] lr: 1.000e-03, eta: 2 days, 4:14:54, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9992, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4334, loss: 2.4327, grad_norm: 9.3331 2021-07-07 21:02:54,751 - mmaction - INFO - Epoch [104][1980/3757] lr: 1.000e-03, eta: 2 days, 4:14:32, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0505, top1_acc: 0.6367, top5_acc: 0.8203, loss_cls: 1.5497, loss: 2.6002, grad_norm: 9.8403 2021-07-07 21:03:15,906 - mmaction - INFO - Epoch [104][2000/3757] lr: 1.000e-03, eta: 2 days, 4:14:11, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0100, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.4937, loss: 2.5037, grad_norm: 9.7130 2021-07-07 21:03:36,944 - mmaction - INFO - Epoch [104][2020/3757] lr: 1.000e-03, eta: 2 days, 4:13:49, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0220, top1_acc: 0.6453, top5_acc: 0.8250, loss_cls: 1.5282, loss: 2.5502, grad_norm: 9.6327 2021-07-07 21:03:57,980 - mmaction - INFO - Epoch [104][2040/3757] lr: 1.000e-03, eta: 2 days, 4:13:27, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9842, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4417, loss: 2.4260, grad_norm: 9.3579 2021-07-07 21:04:19,314 - mmaction - INFO - Epoch [104][2060/3757] lr: 1.000e-03, eta: 2 days, 4:13:05, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9787, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4441, loss: 2.4228, grad_norm: 9.7345 2021-07-07 21:04:41,612 - mmaction - INFO - Epoch [104][2080/3757] lr: 1.000e-03, eta: 2 days, 4:12:44, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 1.0233, top1_acc: 0.6406, top5_acc: 0.8234, loss_cls: 1.5218, loss: 2.5452, grad_norm: 9.5221 2021-07-07 21:05:02,849 - mmaction - INFO - Epoch [104][2100/3757] lr: 1.000e-03, eta: 2 days, 4:12:22, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0323, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.5036, loss: 2.5359, grad_norm: 9.4884 2021-07-07 21:05:24,196 - mmaction - INFO - Epoch [104][2120/3757] lr: 1.000e-03, eta: 2 days, 4:12:01, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0393, top1_acc: 0.6383, top5_acc: 0.8234, loss_cls: 1.5448, loss: 2.5841, grad_norm: 9.6271 2021-07-07 21:05:45,359 - mmaction - INFO - Epoch [104][2140/3757] lr: 1.000e-03, eta: 2 days, 4:11:39, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4522, loss: 2.4422, grad_norm: 9.4878 2021-07-07 21:06:07,154 - mmaction - INFO - Epoch [104][2160/3757] lr: 1.000e-03, eta: 2 days, 4:11:18, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.0608, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.6100, loss: 2.6709, grad_norm: 9.6742 2021-07-07 21:06:28,273 - mmaction - INFO - Epoch [104][2180/3757] lr: 1.000e-03, eta: 2 days, 4:10:56, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0623, top1_acc: 0.6250, top5_acc: 0.8125, loss_cls: 1.5839, loss: 2.6462, grad_norm: 9.8256 2021-07-07 21:06:49,665 - mmaction - INFO - Epoch [104][2200/3757] lr: 1.000e-03, eta: 2 days, 4:10:34, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0451, top1_acc: 0.6266, top5_acc: 0.8195, loss_cls: 1.5303, loss: 2.5754, grad_norm: 9.7518 2021-07-07 21:07:11,446 - mmaction - INFO - Epoch [104][2220/3757] lr: 1.000e-03, eta: 2 days, 4:10:13, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4653, loss: 2.4680, grad_norm: 9.3748 2021-07-07 21:07:32,440 - mmaction - INFO - Epoch [104][2240/3757] lr: 1.000e-03, eta: 2 days, 4:09:51, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0269, top1_acc: 0.6375, top5_acc: 0.8297, loss_cls: 1.5521, loss: 2.5790, grad_norm: 9.3140 2021-07-07 21:07:53,519 - mmaction - INFO - Epoch [104][2260/3757] lr: 1.000e-03, eta: 2 days, 4:09:29, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0011, top1_acc: 0.6555, top5_acc: 0.8344, loss_cls: 1.4779, loss: 2.4791, grad_norm: 9.3684 2021-07-07 21:08:14,670 - mmaction - INFO - Epoch [104][2280/3757] lr: 1.000e-03, eta: 2 days, 4:09:08, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0544, top1_acc: 0.6398, top5_acc: 0.8297, loss_cls: 1.5692, loss: 2.6236, grad_norm: 9.6600 2021-07-07 21:08:36,871 - mmaction - INFO - Epoch [104][2300/3757] lr: 1.000e-03, eta: 2 days, 4:08:46, time: 1.111, data_time: 0.005, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6516, top5_acc: 0.8266, loss_cls: 1.5094, loss: 2.5331, grad_norm: 9.3701 2021-07-07 21:08:57,806 - mmaction - INFO - Epoch [104][2320/3757] lr: 1.000e-03, eta: 2 days, 4:08:25, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0311, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.5055, loss: 2.5365, grad_norm: 9.5723 2021-07-07 21:09:18,953 - mmaction - INFO - Epoch [104][2340/3757] lr: 1.000e-03, eta: 2 days, 4:08:03, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9669, top1_acc: 0.6648, top5_acc: 0.8539, loss_cls: 1.3795, loss: 2.3464, grad_norm: 9.0199 2021-07-07 21:09:40,014 - mmaction - INFO - Epoch [104][2360/3757] lr: 1.000e-03, eta: 2 days, 4:07:41, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9871, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4924, loss: 2.4795, grad_norm: 9.5172 2021-07-07 21:10:00,935 - mmaction - INFO - Epoch [104][2380/3757] lr: 1.000e-03, eta: 2 days, 4:07:19, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.0081, top1_acc: 0.6555, top5_acc: 0.8266, loss_cls: 1.4691, loss: 2.4771, grad_norm: 9.3429 2021-07-07 21:10:22,216 - mmaction - INFO - Epoch [104][2400/3757] lr: 1.000e-03, eta: 2 days, 4:06:58, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0301, top1_acc: 0.6508, top5_acc: 0.8219, loss_cls: 1.5323, loss: 2.5625, grad_norm: 9.4098 2021-07-07 21:10:43,378 - mmaction - INFO - Epoch [104][2420/3757] lr: 1.000e-03, eta: 2 days, 4:06:36, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4605, loss: 2.4584, grad_norm: 9.6513 2021-07-07 21:11:04,370 - mmaction - INFO - Epoch [104][2440/3757] lr: 1.000e-03, eta: 2 days, 4:06:14, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9934, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4550, loss: 2.4484, grad_norm: 9.0727 2021-07-07 21:11:25,625 - mmaction - INFO - Epoch [104][2460/3757] lr: 1.000e-03, eta: 2 days, 4:05:52, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4667, loss: 2.4642, grad_norm: 9.4645 2021-07-07 21:11:47,059 - mmaction - INFO - Epoch [104][2480/3757] lr: 1.000e-03, eta: 2 days, 4:05:31, time: 1.071, data_time: 0.010, memory: 6921, loss_aux: 1.0036, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.4810, loss: 2.4846, grad_norm: 9.1877 2021-07-07 21:12:08,111 - mmaction - INFO - Epoch [104][2500/3757] lr: 1.000e-03, eta: 2 days, 4:05:09, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0210, top1_acc: 0.6492, top5_acc: 0.8266, loss_cls: 1.4845, loss: 2.5055, grad_norm: 9.0643 2021-07-07 21:12:29,281 - mmaction - INFO - Epoch [104][2520/3757] lr: 1.000e-03, eta: 2 days, 4:04:47, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0172, top1_acc: 0.6453, top5_acc: 0.8266, loss_cls: 1.4914, loss: 2.5086, grad_norm: 9.5262 2021-07-07 21:12:50,209 - mmaction - INFO - Epoch [104][2540/3757] lr: 1.000e-03, eta: 2 days, 4:04:26, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9990, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.4755, loss: 2.4745, grad_norm: 9.3437 2021-07-07 21:13:11,317 - mmaction - INFO - Epoch [104][2560/3757] lr: 1.000e-03, eta: 2 days, 4:04:04, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 1.0176, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4715, loss: 2.4891, grad_norm: 9.3952 2021-07-07 21:13:32,424 - mmaction - INFO - Epoch [104][2580/3757] lr: 1.000e-03, eta: 2 days, 4:03:42, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9799, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4824, loss: 2.4623, grad_norm: 9.4859 2021-07-07 21:13:54,815 - mmaction - INFO - Epoch [104][2600/3757] lr: 1.000e-03, eta: 2 days, 4:03:21, time: 1.122, data_time: 0.005, memory: 6921, loss_aux: 1.0024, top1_acc: 0.6414, top5_acc: 0.8281, loss_cls: 1.4985, loss: 2.5009, grad_norm: 9.3346 2021-07-07 21:14:16,038 - mmaction - INFO - Epoch [104][2620/3757] lr: 1.000e-03, eta: 2 days, 4:02:59, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5375, loss: 2.5568, grad_norm: 9.4849 2021-07-07 21:14:37,879 - mmaction - INFO - Epoch [104][2640/3757] lr: 1.000e-03, eta: 2 days, 4:02:38, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.0574, top1_acc: 0.6289, top5_acc: 0.8234, loss_cls: 1.5787, loss: 2.6361, grad_norm: 9.9669 2021-07-07 21:14:59,159 - mmaction - INFO - Epoch [104][2660/3757] lr: 1.000e-03, eta: 2 days, 4:02:16, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0298, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.5099, loss: 2.5397, grad_norm: 9.6085 2021-07-07 21:15:20,329 - mmaction - INFO - Epoch [104][2680/3757] lr: 1.000e-03, eta: 2 days, 4:01:54, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0311, top1_acc: 0.6531, top5_acc: 0.8258, loss_cls: 1.5177, loss: 2.5488, grad_norm: 9.1659 2021-07-07 21:15:41,544 - mmaction - INFO - Epoch [104][2700/3757] lr: 1.000e-03, eta: 2 days, 4:01:33, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6328, top5_acc: 0.8297, loss_cls: 1.5281, loss: 2.5559, grad_norm: 9.4614 2021-07-07 21:16:02,765 - mmaction - INFO - Epoch [104][2720/3757] lr: 1.000e-03, eta: 2 days, 4:01:11, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0159, top1_acc: 0.6500, top5_acc: 0.8281, loss_cls: 1.4999, loss: 2.5157, grad_norm: 9.4581 2021-07-07 21:16:23,812 - mmaction - INFO - Epoch [104][2740/3757] lr: 1.000e-03, eta: 2 days, 4:00:49, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9960, top1_acc: 0.6578, top5_acc: 0.8320, loss_cls: 1.4301, loss: 2.4261, grad_norm: 9.0817 2021-07-07 21:16:45,059 - mmaction - INFO - Epoch [104][2760/3757] lr: 1.000e-03, eta: 2 days, 4:00:28, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0054, top1_acc: 0.6594, top5_acc: 0.8313, loss_cls: 1.4807, loss: 2.4860, grad_norm: 9.4253 2021-07-07 21:17:06,785 - mmaction - INFO - Epoch [104][2780/3757] lr: 1.000e-03, eta: 2 days, 4:00:06, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0710, top1_acc: 0.6289, top5_acc: 0.8086, loss_cls: 1.6165, loss: 2.6875, grad_norm: 9.7899 2021-07-07 21:17:27,880 - mmaction - INFO - Epoch [104][2800/3757] lr: 1.000e-03, eta: 2 days, 3:59:44, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0183, top1_acc: 0.6367, top5_acc: 0.8234, loss_cls: 1.5106, loss: 2.5290, grad_norm: 9.2695 2021-07-07 21:17:49,114 - mmaction - INFO - Epoch [104][2820/3757] lr: 1.000e-03, eta: 2 days, 3:59:23, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0157, top1_acc: 0.6539, top5_acc: 0.8305, loss_cls: 1.4856, loss: 2.5012, grad_norm: 9.2900 2021-07-07 21:18:10,092 - mmaction - INFO - Epoch [104][2840/3757] lr: 1.000e-03, eta: 2 days, 3:59:01, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0480, top1_acc: 0.6492, top5_acc: 0.8305, loss_cls: 1.5170, loss: 2.5650, grad_norm: 9.2598 2021-07-07 21:18:31,474 - mmaction - INFO - Epoch [104][2860/3757] lr: 1.000e-03, eta: 2 days, 3:58:39, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9991, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.4533, loss: 2.4524, grad_norm: 9.3160 2021-07-07 21:18:52,691 - mmaction - INFO - Epoch [104][2880/3757] lr: 1.000e-03, eta: 2 days, 3:58:18, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6562, top5_acc: 0.8359, loss_cls: 1.5000, loss: 2.5132, grad_norm: 9.3971 2021-07-07 21:19:13,849 - mmaction - INFO - Epoch [104][2900/3757] lr: 1.000e-03, eta: 2 days, 3:57:56, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6375, top5_acc: 0.8352, loss_cls: 1.5030, loss: 2.5123, grad_norm: 9.6442 2021-07-07 21:19:36,447 - mmaction - INFO - Epoch [104][2920/3757] lr: 1.000e-03, eta: 2 days, 3:57:35, time: 1.128, data_time: 0.002, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6523, top5_acc: 0.8531, loss_cls: 1.4379, loss: 2.4056, grad_norm: 9.3726 2021-07-07 21:19:57,498 - mmaction - INFO - Epoch [104][2940/3757] lr: 1.000e-03, eta: 2 days, 3:57:13, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.0180, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4863, loss: 2.5044, grad_norm: 9.4670 2021-07-07 21:20:18,642 - mmaction - INFO - Epoch [104][2960/3757] lr: 1.000e-03, eta: 2 days, 3:56:51, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4562, loss: 2.4426, grad_norm: 9.7618 2021-07-07 21:20:39,870 - mmaction - INFO - Epoch [104][2980/3757] lr: 1.000e-03, eta: 2 days, 3:56:30, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9800, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3820, loss: 2.3621, grad_norm: 9.4631 2021-07-07 21:21:02,022 - mmaction - INFO - Epoch [104][3000/3757] lr: 1.000e-03, eta: 2 days, 3:56:08, time: 1.109, data_time: 0.069, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6531, top5_acc: 0.8438, loss_cls: 1.4628, loss: 2.4490, grad_norm: 9.4329 2021-07-07 21:21:23,081 - mmaction - INFO - Epoch [104][3020/3757] lr: 1.000e-03, eta: 2 days, 3:55:47, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6547, top5_acc: 0.8367, loss_cls: 1.4373, loss: 2.4256, grad_norm: 9.4468 2021-07-07 21:21:44,379 - mmaction - INFO - Epoch [104][3040/3757] lr: 1.000e-03, eta: 2 days, 3:55:25, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9552, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.3915, loss: 2.3467, grad_norm: 9.2833 2021-07-07 21:22:05,425 - mmaction - INFO - Epoch [104][3060/3757] lr: 1.000e-03, eta: 2 days, 3:55:03, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4719, loss: 2.4791, grad_norm: 9.3555 2021-07-07 21:22:26,505 - mmaction - INFO - Epoch [104][3080/3757] lr: 1.000e-03, eta: 2 days, 3:54:42, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0445, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5316, loss: 2.5761, grad_norm: 9.8755 2021-07-07 21:22:48,018 - mmaction - INFO - Epoch [104][3100/3757] lr: 1.000e-03, eta: 2 days, 3:54:20, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.5063, loss: 2.4893, grad_norm: 9.6826 2021-07-07 21:23:09,359 - mmaction - INFO - Epoch [104][3120/3757] lr: 1.000e-03, eta: 2 days, 3:53:58, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0013, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.5091, loss: 2.5105, grad_norm: 9.5502 2021-07-07 21:23:30,493 - mmaction - INFO - Epoch [104][3140/3757] lr: 1.000e-03, eta: 2 days, 3:53:37, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0385, top1_acc: 0.6320, top5_acc: 0.8211, loss_cls: 1.5574, loss: 2.5960, grad_norm: 9.8981 2021-07-07 21:23:52,307 - mmaction - INFO - Epoch [104][3160/3757] lr: 1.000e-03, eta: 2 days, 3:53:15, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.0140, top1_acc: 0.6367, top5_acc: 0.8289, loss_cls: 1.5258, loss: 2.5398, grad_norm: 9.6321 2021-07-07 21:24:13,438 - mmaction - INFO - Epoch [104][3180/3757] lr: 1.000e-03, eta: 2 days, 3:52:53, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0599, top1_acc: 0.6141, top5_acc: 0.8211, loss_cls: 1.6055, loss: 2.6655, grad_norm: 9.8485 2021-07-07 21:24:34,944 - mmaction - INFO - Epoch [104][3200/3757] lr: 1.000e-03, eta: 2 days, 3:52:32, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 0.9699, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3683, loss: 2.3382, grad_norm: 9.1785 2021-07-07 21:24:56,083 - mmaction - INFO - Epoch [104][3220/3757] lr: 1.000e-03, eta: 2 days, 3:52:10, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9857, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.4290, loss: 2.4147, grad_norm: 9.3033 2021-07-07 21:25:17,844 - mmaction - INFO - Epoch [104][3240/3757] lr: 1.000e-03, eta: 2 days, 3:51:49, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 0.9510, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.3965, loss: 2.3475, grad_norm: 9.4690 2021-07-07 21:25:38,849 - mmaction - INFO - Epoch [104][3260/3757] lr: 1.000e-03, eta: 2 days, 3:51:27, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0195, top1_acc: 0.6492, top5_acc: 0.8234, loss_cls: 1.4990, loss: 2.5185, grad_norm: 9.3706 2021-07-07 21:25:59,946 - mmaction - INFO - Epoch [104][3280/3757] lr: 1.000e-03, eta: 2 days, 3:51:05, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6344, top5_acc: 0.8391, loss_cls: 1.5180, loss: 2.5312, grad_norm: 9.5772 2021-07-07 21:26:21,035 - mmaction - INFO - Epoch [104][3300/3757] lr: 1.000e-03, eta: 2 days, 3:50:43, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0143, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4223, loss: 2.4366, grad_norm: 9.4920 2021-07-07 21:26:42,030 - mmaction - INFO - Epoch [104][3320/3757] lr: 1.000e-03, eta: 2 days, 3:50:22, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6344, top5_acc: 0.8180, loss_cls: 1.5345, loss: 2.5583, grad_norm: 9.3801 2021-07-07 21:27:03,342 - mmaction - INFO - Epoch [104][3340/3757] lr: 1.000e-03, eta: 2 days, 3:50:00, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9825, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4507, loss: 2.4331, grad_norm: 9.6442 2021-07-07 21:27:24,765 - mmaction - INFO - Epoch [104][3360/3757] lr: 1.000e-03, eta: 2 days, 3:49:38, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6562, top5_acc: 0.8328, loss_cls: 1.4835, loss: 2.5037, grad_norm: 9.2685 2021-07-07 21:27:46,040 - mmaction - INFO - Epoch [104][3380/3757] lr: 1.000e-03, eta: 2 days, 3:49:17, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0179, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.5495, loss: 2.5674, grad_norm: 9.4649 2021-07-07 21:28:08,072 - mmaction - INFO - Epoch [104][3400/3757] lr: 1.000e-03, eta: 2 days, 3:48:55, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 0.9958, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4352, loss: 2.4310, grad_norm: 9.0426 2021-07-07 21:28:29,202 - mmaction - INFO - Epoch [104][3420/3757] lr: 1.000e-03, eta: 2 days, 3:48:34, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0618, top1_acc: 0.6336, top5_acc: 0.8391, loss_cls: 1.5326, loss: 2.5944, grad_norm: 9.6669 2021-07-07 21:28:50,292 - mmaction - INFO - Epoch [104][3440/3757] lr: 1.000e-03, eta: 2 days, 3:48:12, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0393, top1_acc: 0.6297, top5_acc: 0.8305, loss_cls: 1.5456, loss: 2.5848, grad_norm: 9.8125 2021-07-07 21:29:11,257 - mmaction - INFO - Epoch [104][3460/3757] lr: 1.000e-03, eta: 2 days, 3:47:50, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4288, loss: 2.3982, grad_norm: 9.3884 2021-07-07 21:29:32,397 - mmaction - INFO - Epoch [104][3480/3757] lr: 1.000e-03, eta: 2 days, 3:47:28, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6500, top5_acc: 0.8336, loss_cls: 1.4985, loss: 2.5184, grad_norm: 9.3445 2021-07-07 21:29:53,680 - mmaction - INFO - Epoch [104][3500/3757] lr: 1.000e-03, eta: 2 days, 3:47:07, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0473, top1_acc: 0.6344, top5_acc: 0.8203, loss_cls: 1.5813, loss: 2.6286, grad_norm: 9.7526 2021-07-07 21:30:15,027 - mmaction - INFO - Epoch [104][3520/3757] lr: 1.000e-03, eta: 2 days, 3:46:45, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0414, top1_acc: 0.6180, top5_acc: 0.8258, loss_cls: 1.5578, loss: 2.5992, grad_norm: 9.4342 2021-07-07 21:30:36,182 - mmaction - INFO - Epoch [104][3540/3757] lr: 1.000e-03, eta: 2 days, 3:46:23, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0218, top1_acc: 0.6492, top5_acc: 0.8289, loss_cls: 1.5110, loss: 2.5328, grad_norm: 9.6451 2021-07-07 21:30:57,947 - mmaction - INFO - Epoch [104][3560/3757] lr: 1.000e-03, eta: 2 days, 3:46:02, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 0.9829, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4387, loss: 2.4216, grad_norm: 9.1983 2021-07-07 21:31:19,080 - mmaction - INFO - Epoch [104][3580/3757] lr: 1.000e-03, eta: 2 days, 3:45:40, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.4889, loss: 2.5199, grad_norm: 9.3851 2021-07-07 21:31:40,315 - mmaction - INFO - Epoch [104][3600/3757] lr: 1.000e-03, eta: 2 days, 3:45:19, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9288, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.3956, loss: 2.3245, grad_norm: 9.1911 2021-07-07 21:32:01,575 - mmaction - INFO - Epoch [104][3620/3757] lr: 1.000e-03, eta: 2 days, 3:44:57, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4209, loss: 2.4100, grad_norm: 9.2334 2021-07-07 21:32:23,376 - mmaction - INFO - Epoch [104][3640/3757] lr: 1.000e-03, eta: 2 days, 3:44:36, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.4899, loss: 2.5065, grad_norm: 9.3928 2021-07-07 21:32:44,387 - mmaction - INFO - Epoch [104][3660/3757] lr: 1.000e-03, eta: 2 days, 3:44:14, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0782, top1_acc: 0.6438, top5_acc: 0.8219, loss_cls: 1.5695, loss: 2.6477, grad_norm: 9.6589 2021-07-07 21:33:05,462 - mmaction - INFO - Epoch [104][3680/3757] lr: 1.000e-03, eta: 2 days, 3:43:52, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0056, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4707, loss: 2.4763, grad_norm: 9.5030 2021-07-07 21:33:26,921 - mmaction - INFO - Epoch [104][3700/3757] lr: 1.000e-03, eta: 2 days, 3:43:30, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0315, top1_acc: 0.6367, top5_acc: 0.8156, loss_cls: 1.5544, loss: 2.5859, grad_norm: 9.4843 2021-07-07 21:33:48,080 - mmaction - INFO - Epoch [104][3720/3757] lr: 1.000e-03, eta: 2 days, 3:43:09, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4831, loss: 2.4819, grad_norm: 9.6996 2021-07-07 21:34:09,391 - mmaction - INFO - Epoch [104][3740/3757] lr: 1.000e-03, eta: 2 days, 3:42:47, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.4293, loss: 2.4083, grad_norm: 8.9292 2021-07-07 21:34:27,819 - mmaction - INFO - Saving checkpoint at 104 epochs 2021-07-07 21:35:30,259 - mmaction - INFO - Epoch [105][20/3757] lr: 1.000e-03, eta: 2 days, 3:42:16, time: 3.036, data_time: 2.005, memory: 6921, loss_aux: 1.0022, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4436, loss: 2.4458, grad_norm: 9.3176 2021-07-07 21:35:51,199 - mmaction - INFO - Epoch [105][40/3757] lr: 1.000e-03, eta: 2 days, 3:41:55, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0423, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.5095, loss: 2.5518, grad_norm: 9.6972 2021-07-07 21:36:12,163 - mmaction - INFO - Epoch [105][60/3757] lr: 1.000e-03, eta: 2 days, 3:41:33, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0232, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4951, loss: 2.5182, grad_norm: 9.6856 2021-07-07 21:36:33,159 - mmaction - INFO - Epoch [105][80/3757] lr: 1.000e-03, eta: 2 days, 3:41:11, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4313, loss: 2.4074, grad_norm: 9.3407 2021-07-07 21:36:54,351 - mmaction - INFO - Epoch [105][100/3757] lr: 1.000e-03, eta: 2 days, 3:40:49, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0710, top1_acc: 0.6312, top5_acc: 0.8234, loss_cls: 1.5771, loss: 2.6481, grad_norm: 9.9309 2021-07-07 21:37:15,606 - mmaction - INFO - Epoch [105][120/3757] lr: 1.000e-03, eta: 2 days, 3:40:28, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0339, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5441, loss: 2.5780, grad_norm: 9.3720 2021-07-07 21:37:36,777 - mmaction - INFO - Epoch [105][140/3757] lr: 1.000e-03, eta: 2 days, 3:40:06, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6570, top5_acc: 0.8539, loss_cls: 1.4392, loss: 2.4519, grad_norm: 9.8654 2021-07-07 21:37:57,888 - mmaction - INFO - Epoch [105][160/3757] lr: 1.000e-03, eta: 2 days, 3:39:44, time: 1.056, data_time: 0.014, memory: 6921, loss_aux: 0.9876, top1_acc: 0.6797, top5_acc: 0.8516, loss_cls: 1.3767, loss: 2.3644, grad_norm: 9.3051 2021-07-07 21:38:19,295 - mmaction - INFO - Epoch [105][180/3757] lr: 1.000e-03, eta: 2 days, 3:39:23, time: 1.070, data_time: 0.016, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6398, top5_acc: 0.8211, loss_cls: 1.5376, loss: 2.5706, grad_norm: 9.3911 2021-07-07 21:38:40,421 - mmaction - INFO - Epoch [105][200/3757] lr: 1.000e-03, eta: 2 days, 3:39:01, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9713, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4326, loss: 2.4039, grad_norm: 9.4024 2021-07-07 21:39:01,660 - mmaction - INFO - Epoch [105][220/3757] lr: 1.000e-03, eta: 2 days, 3:38:39, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0530, top1_acc: 0.6523, top5_acc: 0.8234, loss_cls: 1.5615, loss: 2.6145, grad_norm: 9.4959 2021-07-07 21:39:22,978 - mmaction - INFO - Epoch [105][240/3757] lr: 1.000e-03, eta: 2 days, 3:38:18, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9674, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3594, loss: 2.3268, grad_norm: 9.0528 2021-07-07 21:39:44,269 - mmaction - INFO - Epoch [105][260/3757] lr: 1.000e-03, eta: 2 days, 3:37:56, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9905, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4154, loss: 2.4059, grad_norm: 9.2915 2021-07-07 21:40:05,998 - mmaction - INFO - Epoch [105][280/3757] lr: 1.000e-03, eta: 2 days, 3:37:34, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0220, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4890, loss: 2.5110, grad_norm: 9.4103 2021-07-07 21:40:27,071 - mmaction - INFO - Epoch [105][300/3757] lr: 1.000e-03, eta: 2 days, 3:37:13, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9776, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.4473, loss: 2.4249, grad_norm: 9.4094 2021-07-07 21:40:48,246 - mmaction - INFO - Epoch [105][320/3757] lr: 1.000e-03, eta: 2 days, 3:36:51, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4367, loss: 2.4278, grad_norm: 9.3721 2021-07-07 21:41:09,560 - mmaction - INFO - Epoch [105][340/3757] lr: 1.000e-03, eta: 2 days, 3:36:29, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9598, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3643, loss: 2.3240, grad_norm: 9.3620 2021-07-07 21:41:32,034 - mmaction - INFO - Epoch [105][360/3757] lr: 1.000e-03, eta: 2 days, 3:36:08, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 1.0295, top1_acc: 0.6422, top5_acc: 0.8492, loss_cls: 1.4920, loss: 2.5215, grad_norm: 9.5510 2021-07-07 21:41:53,087 - mmaction - INFO - Epoch [105][380/3757] lr: 1.000e-03, eta: 2 days, 3:35:46, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0503, top1_acc: 0.6383, top5_acc: 0.8313, loss_cls: 1.5521, loss: 2.6024, grad_norm: 9.5859 2021-07-07 21:42:14,180 - mmaction - INFO - Epoch [105][400/3757] lr: 1.000e-03, eta: 2 days, 3:35:25, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.4332, loss: 2.4427, grad_norm: 9.6811 2021-07-07 21:42:35,293 - mmaction - INFO - Epoch [105][420/3757] lr: 1.000e-03, eta: 2 days, 3:35:03, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0341, top1_acc: 0.6367, top5_acc: 0.8234, loss_cls: 1.5466, loss: 2.5807, grad_norm: 9.8458 2021-07-07 21:42:57,730 - mmaction - INFO - Epoch [105][440/3757] lr: 1.000e-03, eta: 2 days, 3:34:42, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6477, top5_acc: 0.8508, loss_cls: 1.4267, loss: 2.4173, grad_norm: 9.5025 2021-07-07 21:43:18,962 - mmaction - INFO - Epoch [105][460/3757] lr: 1.000e-03, eta: 2 days, 3:34:20, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9962, top1_acc: 0.6602, top5_acc: 0.8398, loss_cls: 1.4363, loss: 2.4325, grad_norm: 9.5480 2021-07-07 21:43:40,041 - mmaction - INFO - Epoch [105][480/3757] lr: 1.000e-03, eta: 2 days, 3:33:58, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0544, top1_acc: 0.6398, top5_acc: 0.8211, loss_cls: 1.5580, loss: 2.6125, grad_norm: 9.8219 2021-07-07 21:44:01,120 - mmaction - INFO - Epoch [105][500/3757] lr: 1.000e-03, eta: 2 days, 3:33:37, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.4775, loss: 2.4909, grad_norm: 9.5357 2021-07-07 21:44:22,096 - mmaction - INFO - Epoch [105][520/3757] lr: 1.000e-03, eta: 2 days, 3:33:15, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6687, top5_acc: 0.8352, loss_cls: 1.4932, loss: 2.4992, grad_norm: 9.5929 2021-07-07 21:44:43,596 - mmaction - INFO - Epoch [105][540/3757] lr: 1.000e-03, eta: 2 days, 3:32:53, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6516, top5_acc: 0.8250, loss_cls: 1.4987, loss: 2.5078, grad_norm: 9.4559 2021-07-07 21:45:05,041 - mmaction - INFO - Epoch [105][560/3757] lr: 1.000e-03, eta: 2 days, 3:32:32, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0070, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4979, loss: 2.5048, grad_norm: 9.5189 2021-07-07 21:45:26,881 - mmaction - INFO - Epoch [105][580/3757] lr: 1.000e-03, eta: 2 days, 3:32:10, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6336, top5_acc: 0.8234, loss_cls: 1.5807, loss: 2.6279, grad_norm: 9.9407 2021-07-07 21:45:47,904 - mmaction - INFO - Epoch [105][600/3757] lr: 1.000e-03, eta: 2 days, 3:31:49, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6344, top5_acc: 0.8375, loss_cls: 1.4468, loss: 2.4531, grad_norm: 9.4615 2021-07-07 21:46:08,924 - mmaction - INFO - Epoch [105][620/3757] lr: 1.000e-03, eta: 2 days, 3:31:27, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0234, top1_acc: 0.6422, top5_acc: 0.8477, loss_cls: 1.4892, loss: 2.5125, grad_norm: 9.5079 2021-07-07 21:46:30,058 - mmaction - INFO - Epoch [105][640/3757] lr: 1.000e-03, eta: 2 days, 3:31:05, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9737, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4204, loss: 2.3941, grad_norm: 9.2678 2021-07-07 21:46:52,301 - mmaction - INFO - Epoch [105][660/3757] lr: 1.000e-03, eta: 2 days, 3:30:44, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 0.9676, top1_acc: 0.6695, top5_acc: 0.8414, loss_cls: 1.3948, loss: 2.3624, grad_norm: 9.4556 2021-07-07 21:47:13,279 - mmaction - INFO - Epoch [105][680/3757] lr: 1.000e-03, eta: 2 days, 3:30:22, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0647, top1_acc: 0.6430, top5_acc: 0.8242, loss_cls: 1.5381, loss: 2.6028, grad_norm: 9.6834 2021-07-07 21:47:34,457 - mmaction - INFO - Epoch [105][700/3757] lr: 1.000e-03, eta: 2 days, 3:30:00, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0244, top1_acc: 0.6555, top5_acc: 0.8328, loss_cls: 1.4538, loss: 2.4783, grad_norm: 9.4300 2021-07-07 21:47:55,513 - mmaction - INFO - Epoch [105][720/3757] lr: 1.000e-03, eta: 2 days, 3:29:39, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9876, top1_acc: 0.6578, top5_acc: 0.8297, loss_cls: 1.4371, loss: 2.4247, grad_norm: 9.4121 2021-07-07 21:48:17,202 - mmaction - INFO - Epoch [105][740/3757] lr: 1.000e-03, eta: 2 days, 3:29:17, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.0174, top1_acc: 0.6398, top5_acc: 0.8281, loss_cls: 1.4800, loss: 2.4974, grad_norm: 9.5713 2021-07-07 21:48:39,857 - mmaction - INFO - Epoch [105][760/3757] lr: 1.000e-03, eta: 2 days, 3:28:56, time: 1.134, data_time: 0.002, memory: 6921, loss_aux: 1.0052, top1_acc: 0.6562, top5_acc: 0.8336, loss_cls: 1.4774, loss: 2.4826, grad_norm: 9.4932 2021-07-07 21:49:00,827 - mmaction - INFO - Epoch [105][780/3757] lr: 1.000e-03, eta: 2 days, 3:28:34, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0570, top1_acc: 0.6328, top5_acc: 0.8336, loss_cls: 1.5540, loss: 2.6110, grad_norm: 9.7564 2021-07-07 21:49:21,896 - mmaction - INFO - Epoch [105][800/3757] lr: 1.000e-03, eta: 2 days, 3:28:12, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9816, top1_acc: 0.6586, top5_acc: 0.8586, loss_cls: 1.4200, loss: 2.4017, grad_norm: 9.3584 2021-07-07 21:49:43,116 - mmaction - INFO - Epoch [105][820/3757] lr: 1.000e-03, eta: 2 days, 3:27:51, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6352, top5_acc: 0.8383, loss_cls: 1.5042, loss: 2.5343, grad_norm: 9.5750 2021-07-07 21:50:04,378 - mmaction - INFO - Epoch [105][840/3757] lr: 1.000e-03, eta: 2 days, 3:27:29, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9913, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4514, loss: 2.4427, grad_norm: 9.5361 2021-07-07 21:50:26,002 - mmaction - INFO - Epoch [105][860/3757] lr: 1.000e-03, eta: 2 days, 3:27:08, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 0.9685, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.4304, loss: 2.3989, grad_norm: 9.3574 2021-07-07 21:50:47,724 - mmaction - INFO - Epoch [105][880/3757] lr: 1.000e-03, eta: 2 days, 3:26:46, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.0411, top1_acc: 0.6477, top5_acc: 0.8297, loss_cls: 1.5192, loss: 2.5604, grad_norm: 9.7018 2021-07-07 21:51:08,807 - mmaction - INFO - Epoch [105][900/3757] lr: 1.000e-03, eta: 2 days, 3:26:24, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0386, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.5254, loss: 2.5640, grad_norm: 9.7950 2021-07-07 21:51:30,380 - mmaction - INFO - Epoch [105][920/3757] lr: 1.000e-03, eta: 2 days, 3:26:03, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4523, loss: 2.4526, grad_norm: 9.6009 2021-07-07 21:51:51,298 - mmaction - INFO - Epoch [105][940/3757] lr: 1.000e-03, eta: 2 days, 3:25:41, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6258, top5_acc: 0.8305, loss_cls: 1.5475, loss: 2.5566, grad_norm: 9.6110 2021-07-07 21:52:12,477 - mmaction - INFO - Epoch [105][960/3757] lr: 1.000e-03, eta: 2 days, 3:25:19, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6570, top5_acc: 0.8336, loss_cls: 1.4489, loss: 2.4507, grad_norm: 9.3984 2021-07-07 21:52:34,113 - mmaction - INFO - Epoch [105][980/3757] lr: 1.000e-03, eta: 2 days, 3:24:58, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9895, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4508, loss: 2.4403, grad_norm: 9.3782 2021-07-07 21:52:55,386 - mmaction - INFO - Epoch [105][1000/3757] lr: 1.000e-03, eta: 2 days, 3:24:36, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0054, top1_acc: 0.6414, top5_acc: 0.8383, loss_cls: 1.4896, loss: 2.4950, grad_norm: 9.4767 2021-07-07 21:53:16,390 - mmaction - INFO - Epoch [105][1020/3757] lr: 1.000e-03, eta: 2 days, 3:24:14, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6430, top5_acc: 0.8352, loss_cls: 1.4892, loss: 2.5157, grad_norm: 9.4658 2021-07-07 21:53:37,470 - mmaction - INFO - Epoch [105][1040/3757] lr: 1.000e-03, eta: 2 days, 3:23:53, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0104, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4567, loss: 2.4671, grad_norm: 9.5575 2021-07-07 21:53:58,665 - mmaction - INFO - Epoch [105][1060/3757] lr: 1.000e-03, eta: 2 days, 3:23:31, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.5189, loss: 2.5296, grad_norm: 9.5713 2021-07-07 21:54:21,198 - mmaction - INFO - Epoch [105][1080/3757] lr: 1.000e-03, eta: 2 days, 3:23:10, time: 1.126, data_time: 0.002, memory: 6921, loss_aux: 1.0262, top1_acc: 0.6359, top5_acc: 0.8281, loss_cls: 1.5148, loss: 2.5410, grad_norm: 9.7274 2021-07-07 21:54:42,264 - mmaction - INFO - Epoch [105][1100/3757] lr: 1.000e-03, eta: 2 days, 3:22:48, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4577, loss: 2.4650, grad_norm: 9.6465 2021-07-07 21:55:03,402 - mmaction - INFO - Epoch [105][1120/3757] lr: 1.000e-03, eta: 2 days, 3:22:26, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6367, top5_acc: 0.8313, loss_cls: 1.5129, loss: 2.5483, grad_norm: 9.6302 2021-07-07 21:55:24,565 - mmaction - INFO - Epoch [105][1140/3757] lr: 1.000e-03, eta: 2 days, 3:22:05, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6383, top5_acc: 0.8172, loss_cls: 1.5454, loss: 2.5590, grad_norm: 9.3680 2021-07-07 21:55:45,563 - mmaction - INFO - Epoch [105][1160/3757] lr: 1.000e-03, eta: 2 days, 3:21:43, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9957, top1_acc: 0.6570, top5_acc: 0.8289, loss_cls: 1.4839, loss: 2.4796, grad_norm: 9.4185 2021-07-07 21:56:06,565 - mmaction - INFO - Epoch [105][1180/3757] lr: 1.000e-03, eta: 2 days, 3:21:21, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0205, top1_acc: 0.6484, top5_acc: 0.8289, loss_cls: 1.5060, loss: 2.5265, grad_norm: 9.5429 2021-07-07 21:56:28,069 - mmaction - INFO - Epoch [105][1200/3757] lr: 1.000e-03, eta: 2 days, 3:21:00, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9758, top1_acc: 0.6758, top5_acc: 0.8406, loss_cls: 1.4272, loss: 2.4030, grad_norm: 9.2937 2021-07-07 21:56:49,196 - mmaction - INFO - Epoch [105][1220/3757] lr: 1.000e-03, eta: 2 days, 3:20:38, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3955, loss: 2.3698, grad_norm: 9.5012 2021-07-07 21:57:10,390 - mmaction - INFO - Epoch [105][1240/3757] lr: 1.000e-03, eta: 2 days, 3:20:16, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9865, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4366, loss: 2.4230, grad_norm: 9.3423 2021-07-07 21:57:31,564 - mmaction - INFO - Epoch [105][1260/3757] lr: 1.000e-03, eta: 2 days, 3:19:54, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0057, top1_acc: 0.6742, top5_acc: 0.8297, loss_cls: 1.4338, loss: 2.4396, grad_norm: 9.4544 2021-07-07 21:57:52,952 - mmaction - INFO - Epoch [105][1280/3757] lr: 1.000e-03, eta: 2 days, 3:19:33, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4158, loss: 2.3875, grad_norm: 9.2883 2021-07-07 21:58:14,048 - mmaction - INFO - Epoch [105][1300/3757] lr: 1.000e-03, eta: 2 days, 3:19:11, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6500, top5_acc: 0.8383, loss_cls: 1.4947, loss: 2.5016, grad_norm: 9.2781 2021-07-07 21:58:35,153 - mmaction - INFO - Epoch [105][1320/3757] lr: 1.000e-03, eta: 2 days, 3:18:49, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6477, top5_acc: 0.8258, loss_cls: 1.5447, loss: 2.5671, grad_norm: 9.5895 2021-07-07 21:58:56,423 - mmaction - INFO - Epoch [105][1340/3757] lr: 1.000e-03, eta: 2 days, 3:18:28, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9831, top1_acc: 0.6641, top5_acc: 0.8414, loss_cls: 1.4691, loss: 2.4522, grad_norm: 9.2448 2021-07-07 21:59:17,419 - mmaction - INFO - Epoch [105][1360/3757] lr: 1.000e-03, eta: 2 days, 3:18:06, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0440, top1_acc: 0.6531, top5_acc: 0.8266, loss_cls: 1.5421, loss: 2.5861, grad_norm: 9.5212 2021-07-07 21:59:39,243 - mmaction - INFO - Epoch [105][1380/3757] lr: 1.000e-03, eta: 2 days, 3:17:44, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4370, loss: 2.4205, grad_norm: 9.4960 2021-07-07 22:00:00,631 - mmaction - INFO - Epoch [105][1400/3757] lr: 1.000e-03, eta: 2 days, 3:17:23, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6555, top5_acc: 0.8547, loss_cls: 1.3951, loss: 2.3890, grad_norm: 9.5538 2021-07-07 22:00:21,743 - mmaction - INFO - Epoch [105][1420/3757] lr: 1.000e-03, eta: 2 days, 3:17:01, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9655, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4169, loss: 2.3824, grad_norm: 9.3538 2021-07-07 22:00:42,864 - mmaction - INFO - Epoch [105][1440/3757] lr: 1.000e-03, eta: 2 days, 3:16:39, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9907, top1_acc: 0.6727, top5_acc: 0.8359, loss_cls: 1.4686, loss: 2.4593, grad_norm: 9.4463 2021-07-07 22:01:04,204 - mmaction - INFO - Epoch [105][1460/3757] lr: 1.000e-03, eta: 2 days, 3:16:18, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.5162, loss: 2.5311, grad_norm: 9.8021 2021-07-07 22:01:25,488 - mmaction - INFO - Epoch [105][1480/3757] lr: 1.000e-03, eta: 2 days, 3:15:56, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0369, top1_acc: 0.6195, top5_acc: 0.8219, loss_cls: 1.5797, loss: 2.6166, grad_norm: 9.7660 2021-07-07 22:01:46,572 - mmaction - INFO - Epoch [105][1500/3757] lr: 1.000e-03, eta: 2 days, 3:15:34, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9901, top1_acc: 0.6711, top5_acc: 0.8406, loss_cls: 1.4376, loss: 2.4276, grad_norm: 9.2551 2021-07-07 22:02:07,530 - mmaction - INFO - Epoch [105][1520/3757] lr: 1.000e-03, eta: 2 days, 3:15:13, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6633, top5_acc: 0.8367, loss_cls: 1.4948, loss: 2.5085, grad_norm: 9.5060 2021-07-07 22:02:28,936 - mmaction - INFO - Epoch [105][1540/3757] lr: 1.000e-03, eta: 2 days, 3:14:51, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 1.0336, top1_acc: 0.6344, top5_acc: 0.8227, loss_cls: 1.5617, loss: 2.5952, grad_norm: 9.7412 2021-07-07 22:02:50,300 - mmaction - INFO - Epoch [105][1560/3757] lr: 1.000e-03, eta: 2 days, 3:14:29, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9947, top1_acc: 0.6477, top5_acc: 0.8344, loss_cls: 1.4913, loss: 2.4860, grad_norm: 9.4938 2021-07-07 22:03:11,652 - mmaction - INFO - Epoch [105][1580/3757] lr: 1.000e-03, eta: 2 days, 3:14:08, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9855, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4166, loss: 2.4021, grad_norm: 9.2486 2021-07-07 22:03:32,895 - mmaction - INFO - Epoch [105][1600/3757] lr: 1.000e-03, eta: 2 days, 3:13:46, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0737, top1_acc: 0.6211, top5_acc: 0.8281, loss_cls: 1.5523, loss: 2.6260, grad_norm: 9.6508 2021-07-07 22:03:53,956 - mmaction - INFO - Epoch [105][1620/3757] lr: 1.000e-03, eta: 2 days, 3:13:24, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.5205, loss: 2.5370, grad_norm: 9.7185 2021-07-07 22:04:15,430 - mmaction - INFO - Epoch [105][1640/3757] lr: 1.000e-03, eta: 2 days, 3:13:03, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 1.0112, top1_acc: 0.6523, top5_acc: 0.8258, loss_cls: 1.4572, loss: 2.4684, grad_norm: 9.4186 2021-07-07 22:04:36,677 - mmaction - INFO - Epoch [105][1660/3757] lr: 1.000e-03, eta: 2 days, 3:12:41, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.0492, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.6025, loss: 2.6517, grad_norm: 10.0118 2021-07-07 22:04:58,273 - mmaction - INFO - Epoch [105][1680/3757] lr: 1.000e-03, eta: 2 days, 3:12:20, time: 1.080, data_time: 0.028, memory: 6921, loss_aux: 1.0210, top1_acc: 0.6367, top5_acc: 0.8367, loss_cls: 1.4874, loss: 2.5083, grad_norm: 10.0410 2021-07-07 22:05:19,387 - mmaction - INFO - Epoch [105][1700/3757] lr: 1.000e-03, eta: 2 days, 3:11:58, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9903, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4072, loss: 2.3975, grad_norm: 9.3941 2021-07-07 22:05:40,513 - mmaction - INFO - Epoch [105][1720/3757] lr: 1.000e-03, eta: 2 days, 3:11:36, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9825, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4540, loss: 2.4365, grad_norm: 9.5101 2021-07-07 22:06:01,752 - mmaction - INFO - Epoch [105][1740/3757] lr: 1.000e-03, eta: 2 days, 3:11:14, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4917, loss: 2.5012, grad_norm: 9.6368 2021-07-07 22:06:23,647 - mmaction - INFO - Epoch [105][1760/3757] lr: 1.000e-03, eta: 2 days, 3:10:53, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9604, top1_acc: 0.6406, top5_acc: 0.8539, loss_cls: 1.3935, loss: 2.3539, grad_norm: 9.4013 2021-07-07 22:06:44,763 - mmaction - INFO - Epoch [105][1780/3757] lr: 1.000e-03, eta: 2 days, 3:10:31, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4481, loss: 2.4642, grad_norm: 9.7470 2021-07-07 22:07:05,860 - mmaction - INFO - Epoch [105][1800/3757] lr: 1.000e-03, eta: 2 days, 3:10:10, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6578, top5_acc: 0.8320, loss_cls: 1.4805, loss: 2.5014, grad_norm: 9.6388 2021-07-07 22:07:27,117 - mmaction - INFO - Epoch [105][1820/3757] lr: 1.000e-03, eta: 2 days, 3:09:48, time: 1.061, data_time: 0.007, memory: 6921, loss_aux: 0.9859, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4527, loss: 2.4386, grad_norm: 9.5991 2021-07-07 22:07:48,314 - mmaction - INFO - Epoch [105][1840/3757] lr: 1.000e-03, eta: 2 days, 3:09:26, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.4563, loss: 2.4748, grad_norm: 9.4594 2021-07-07 22:08:09,852 - mmaction - INFO - Epoch [105][1860/3757] lr: 1.000e-03, eta: 2 days, 3:09:05, time: 1.076, data_time: 0.038, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4083, loss: 2.3818, grad_norm: 9.4401 2021-07-07 22:08:31,061 - mmaction - INFO - Epoch [105][1880/3757] lr: 1.000e-03, eta: 2 days, 3:08:43, time: 1.059, data_time: 0.010, memory: 6921, loss_aux: 1.0107, top1_acc: 0.6453, top5_acc: 0.8281, loss_cls: 1.4936, loss: 2.5043, grad_norm: 9.6215 2021-07-07 22:08:52,278 - mmaction - INFO - Epoch [105][1900/3757] lr: 1.000e-03, eta: 2 days, 3:08:21, time: 1.062, data_time: 0.018, memory: 6921, loss_aux: 1.0088, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.4453, loss: 2.4541, grad_norm: 9.5999 2021-07-07 22:09:13,250 - mmaction - INFO - Epoch [105][1920/3757] lr: 1.000e-03, eta: 2 days, 3:08:00, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9840, top1_acc: 0.6609, top5_acc: 0.8391, loss_cls: 1.4662, loss: 2.4502, grad_norm: 9.3561 2021-07-07 22:09:34,417 - mmaction - INFO - Epoch [105][1940/3757] lr: 1.000e-03, eta: 2 days, 3:07:38, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0162, top1_acc: 0.6438, top5_acc: 0.8336, loss_cls: 1.4966, loss: 2.5127, grad_norm: 9.8857 2021-07-07 22:09:55,642 - mmaction - INFO - Epoch [105][1960/3757] lr: 1.000e-03, eta: 2 days, 3:07:16, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9923, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.4300, loss: 2.4223, grad_norm: 9.2275 2021-07-07 22:10:16,911 - mmaction - INFO - Epoch [105][1980/3757] lr: 1.000e-03, eta: 2 days, 3:06:54, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9840, top1_acc: 0.6648, top5_acc: 0.8383, loss_cls: 1.4351, loss: 2.4191, grad_norm: 9.4693 2021-07-07 22:10:38,318 - mmaction - INFO - Epoch [105][2000/3757] lr: 1.000e-03, eta: 2 days, 3:06:33, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6633, top5_acc: 0.8422, loss_cls: 1.4433, loss: 2.4297, grad_norm: 9.1989 2021-07-07 22:10:59,522 - mmaction - INFO - Epoch [105][2020/3757] lr: 1.000e-03, eta: 2 days, 3:06:11, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.4915, loss: 2.5042, grad_norm: 9.4523 2021-07-07 22:11:20,697 - mmaction - INFO - Epoch [105][2040/3757] lr: 1.000e-03, eta: 2 days, 3:05:49, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0529, top1_acc: 0.6312, top5_acc: 0.8391, loss_cls: 1.5442, loss: 2.5972, grad_norm: 9.7792 2021-07-07 22:11:42,070 - mmaction - INFO - Epoch [105][2060/3757] lr: 1.000e-03, eta: 2 days, 3:05:28, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.5226, loss: 2.5537, grad_norm: 9.4950 2021-07-07 22:12:03,372 - mmaction - INFO - Epoch [105][2080/3757] lr: 1.000e-03, eta: 2 days, 3:05:06, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.0230, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5207, loss: 2.5437, grad_norm: 9.5881 2021-07-07 22:12:24,660 - mmaction - INFO - Epoch [105][2100/3757] lr: 1.000e-03, eta: 2 days, 3:04:45, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0120, top1_acc: 0.6516, top5_acc: 0.8258, loss_cls: 1.4804, loss: 2.4924, grad_norm: 9.2985 2021-07-07 22:12:46,066 - mmaction - INFO - Epoch [105][2120/3757] lr: 1.000e-03, eta: 2 days, 3:04:23, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0047, top1_acc: 0.6391, top5_acc: 0.8453, loss_cls: 1.4710, loss: 2.4756, grad_norm: 9.4749 2021-07-07 22:13:07,539 - mmaction - INFO - Epoch [105][2140/3757] lr: 1.000e-03, eta: 2 days, 3:04:01, time: 1.072, data_time: 0.034, memory: 6921, loss_aux: 0.9952, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4336, loss: 2.4288, grad_norm: 9.4364 2021-07-07 22:13:29,082 - mmaction - INFO - Epoch [105][2160/3757] lr: 1.000e-03, eta: 2 days, 3:03:40, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0377, top1_acc: 0.6477, top5_acc: 0.8273, loss_cls: 1.4982, loss: 2.5359, grad_norm: 9.3731 2021-07-07 22:13:50,071 - mmaction - INFO - Epoch [105][2180/3757] lr: 1.000e-03, eta: 2 days, 3:03:18, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0444, top1_acc: 0.6492, top5_acc: 0.8281, loss_cls: 1.5525, loss: 2.5969, grad_norm: 9.5149 2021-07-07 22:14:11,038 - mmaction - INFO - Epoch [105][2200/3757] lr: 1.000e-03, eta: 2 days, 3:02:56, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4787, loss: 2.4995, grad_norm: 9.6751 2021-07-07 22:14:32,053 - mmaction - INFO - Epoch [105][2220/3757] lr: 1.000e-03, eta: 2 days, 3:02:34, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9876, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4336, loss: 2.4212, grad_norm: 9.3424 2021-07-07 22:14:53,143 - mmaction - INFO - Epoch [105][2240/3757] lr: 1.000e-03, eta: 2 days, 3:02:13, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0511, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.5394, loss: 2.5904, grad_norm: 9.8809 2021-07-07 22:15:14,320 - mmaction - INFO - Epoch [105][2260/3757] lr: 1.000e-03, eta: 2 days, 3:01:51, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0321, top1_acc: 0.6336, top5_acc: 0.8187, loss_cls: 1.5201, loss: 2.5522, grad_norm: 9.5738 2021-07-07 22:15:35,597 - mmaction - INFO - Epoch [105][2280/3757] lr: 1.000e-03, eta: 2 days, 3:01:29, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9583, top1_acc: 0.6648, top5_acc: 0.8430, loss_cls: 1.4161, loss: 2.3744, grad_norm: 9.2151 2021-07-07 22:15:56,835 - mmaction - INFO - Epoch [105][2300/3757] lr: 1.000e-03, eta: 2 days, 3:01:08, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6664, top5_acc: 0.8422, loss_cls: 1.4310, loss: 2.4197, grad_norm: 9.2299 2021-07-07 22:16:18,662 - mmaction - INFO - Epoch [105][2320/3757] lr: 1.000e-03, eta: 2 days, 3:00:46, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 1.0965, top1_acc: 0.6023, top5_acc: 0.8266, loss_cls: 1.6064, loss: 2.7029, grad_norm: 9.9530 2021-07-07 22:16:39,813 - mmaction - INFO - Epoch [105][2340/3757] lr: 1.000e-03, eta: 2 days, 3:00:25, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9976, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4502, loss: 2.4478, grad_norm: 9.5988 2021-07-07 22:17:01,006 - mmaction - INFO - Epoch [105][2360/3757] lr: 1.000e-03, eta: 2 days, 3:00:03, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0101, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4819, loss: 2.4920, grad_norm: 9.6620 2021-07-07 22:17:22,312 - mmaction - INFO - Epoch [105][2380/3757] lr: 1.000e-03, eta: 2 days, 2:59:41, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5199, loss: 2.5671, grad_norm: 9.8401 2021-07-07 22:17:44,180 - mmaction - INFO - Epoch [105][2400/3757] lr: 1.000e-03, eta: 2 days, 2:59:20, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5142, loss: 2.5379, grad_norm: 9.6955 2021-07-07 22:18:05,153 - mmaction - INFO - Epoch [105][2420/3757] lr: 1.000e-03, eta: 2 days, 2:58:58, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0129, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4288, loss: 2.4416, grad_norm: 9.5595 2021-07-07 22:18:26,449 - mmaction - INFO - Epoch [105][2440/3757] lr: 1.000e-03, eta: 2 days, 2:58:36, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6453, top5_acc: 0.8273, loss_cls: 1.5092, loss: 2.5348, grad_norm: 9.5866 2021-07-07 22:18:47,847 - mmaction - INFO - Epoch [105][2460/3757] lr: 1.000e-03, eta: 2 days, 2:58:15, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4278, loss: 2.4216, grad_norm: 9.1947 2021-07-07 22:19:08,947 - mmaction - INFO - Epoch [105][2480/3757] lr: 1.000e-03, eta: 2 days, 2:57:53, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0214, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4789, loss: 2.5003, grad_norm: 9.5256 2021-07-07 22:19:29,938 - mmaction - INFO - Epoch [105][2500/3757] lr: 1.000e-03, eta: 2 days, 2:57:31, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0632, top1_acc: 0.6328, top5_acc: 0.8172, loss_cls: 1.6010, loss: 2.6642, grad_norm: 9.9919 2021-07-07 22:19:51,193 - mmaction - INFO - Epoch [105][2520/3757] lr: 1.000e-03, eta: 2 days, 2:57:10, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0282, top1_acc: 0.6461, top5_acc: 0.8375, loss_cls: 1.5324, loss: 2.5606, grad_norm: 9.5852 2021-07-07 22:20:12,319 - mmaction - INFO - Epoch [105][2540/3757] lr: 1.000e-03, eta: 2 days, 2:56:48, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0432, top1_acc: 0.6297, top5_acc: 0.8187, loss_cls: 1.5821, loss: 2.6253, grad_norm: 9.8033 2021-07-07 22:20:33,527 - mmaction - INFO - Epoch [105][2560/3757] lr: 1.000e-03, eta: 2 days, 2:56:26, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9959, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.4761, loss: 2.4720, grad_norm: 9.5936 2021-07-07 22:20:54,840 - mmaction - INFO - Epoch [105][2580/3757] lr: 1.000e-03, eta: 2 days, 2:56:05, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0259, top1_acc: 0.6445, top5_acc: 0.8258, loss_cls: 1.5173, loss: 2.5432, grad_norm: 9.7205 2021-07-07 22:21:16,448 - mmaction - INFO - Epoch [105][2600/3757] lr: 1.000e-03, eta: 2 days, 2:55:43, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6680, top5_acc: 0.8320, loss_cls: 1.4274, loss: 2.4205, grad_norm: 9.4603 2021-07-07 22:21:37,698 - mmaction - INFO - Epoch [105][2620/3757] lr: 1.000e-03, eta: 2 days, 2:55:21, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9762, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.4067, loss: 2.3829, grad_norm: 9.7697 2021-07-07 22:21:59,045 - mmaction - INFO - Epoch [105][2640/3757] lr: 1.000e-03, eta: 2 days, 2:55:00, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.0409, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5364, loss: 2.5772, grad_norm: 9.3818 2021-07-07 22:22:20,292 - mmaction - INFO - Epoch [105][2660/3757] lr: 1.000e-03, eta: 2 days, 2:54:38, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6547, top5_acc: 0.8313, loss_cls: 1.4430, loss: 2.4266, grad_norm: 9.0392 2021-07-07 22:22:41,398 - mmaction - INFO - Epoch [105][2680/3757] lr: 1.000e-03, eta: 2 days, 2:54:16, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6453, top5_acc: 0.8242, loss_cls: 1.5375, loss: 2.5468, grad_norm: 9.6114 2021-07-07 22:23:02,678 - mmaction - INFO - Epoch [105][2700/3757] lr: 1.000e-03, eta: 2 days, 2:53:55, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9965, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.4938, loss: 2.4904, grad_norm: 9.6720 2021-07-07 22:23:23,876 - mmaction - INFO - Epoch [105][2720/3757] lr: 1.000e-03, eta: 2 days, 2:53:33, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4013, loss: 2.3706, grad_norm: 8.9414 2021-07-07 22:23:45,811 - mmaction - INFO - Epoch [105][2740/3757] lr: 1.000e-03, eta: 2 days, 2:53:12, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 1.0223, top1_acc: 0.6492, top5_acc: 0.8305, loss_cls: 1.4934, loss: 2.5157, grad_norm: 9.4816 2021-07-07 22:24:07,009 - mmaction - INFO - Epoch [105][2760/3757] lr: 1.000e-03, eta: 2 days, 2:52:50, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6625, top5_acc: 0.8281, loss_cls: 1.4934, loss: 2.5071, grad_norm: 9.3374 2021-07-07 22:24:28,061 - mmaction - INFO - Epoch [105][2780/3757] lr: 1.000e-03, eta: 2 days, 2:52:28, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0266, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.5184, loss: 2.5451, grad_norm: 9.4738 2021-07-07 22:24:49,068 - mmaction - INFO - Epoch [105][2800/3757] lr: 1.000e-03, eta: 2 days, 2:52:06, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0378, top1_acc: 0.6484, top5_acc: 0.8242, loss_cls: 1.5464, loss: 2.5843, grad_norm: 9.7214 2021-07-07 22:25:10,062 - mmaction - INFO - Epoch [105][2820/3757] lr: 1.000e-03, eta: 2 days, 2:51:45, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9232, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.3036, loss: 2.2268, grad_norm: 9.0416 2021-07-07 22:25:31,498 - mmaction - INFO - Epoch [105][2840/3757] lr: 1.000e-03, eta: 2 days, 2:51:23, time: 1.071, data_time: 0.013, memory: 6921, loss_aux: 0.9871, top1_acc: 0.6484, top5_acc: 0.8344, loss_cls: 1.4894, loss: 2.4765, grad_norm: 9.3666 2021-07-07 22:25:52,972 - mmaction - INFO - Epoch [105][2860/3757] lr: 1.000e-03, eta: 2 days, 2:51:02, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.0323, top1_acc: 0.6430, top5_acc: 0.8289, loss_cls: 1.5415, loss: 2.5738, grad_norm: 9.4938 2021-07-07 22:26:14,888 - mmaction - INFO - Epoch [105][2880/3757] lr: 1.000e-03, eta: 2 days, 2:50:40, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6633, top5_acc: 0.8469, loss_cls: 1.3961, loss: 2.3769, grad_norm: 9.3908 2021-07-07 22:26:36,105 - mmaction - INFO - Epoch [105][2900/3757] lr: 1.000e-03, eta: 2 days, 2:50:18, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6562, top5_acc: 0.8320, loss_cls: 1.4761, loss: 2.4780, grad_norm: 9.0808 2021-07-07 22:26:57,369 - mmaction - INFO - Epoch [105][2920/3757] lr: 1.000e-03, eta: 2 days, 2:49:57, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0249, top1_acc: 0.6273, top5_acc: 0.8352, loss_cls: 1.4999, loss: 2.5248, grad_norm: 9.3996 2021-07-07 22:27:18,638 - mmaction - INFO - Epoch [105][2940/3757] lr: 1.000e-03, eta: 2 days, 2:49:35, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9755, top1_acc: 0.6680, top5_acc: 0.8375, loss_cls: 1.3982, loss: 2.3737, grad_norm: 9.1393 2021-07-07 22:27:40,100 - mmaction - INFO - Epoch [105][2960/3757] lr: 1.000e-03, eta: 2 days, 2:49:14, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0227, top1_acc: 0.6250, top5_acc: 0.8227, loss_cls: 1.5518, loss: 2.5745, grad_norm: 9.3925 2021-07-07 22:28:01,319 - mmaction - INFO - Epoch [105][2980/3757] lr: 1.000e-03, eta: 2 days, 2:48:52, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0097, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4861, loss: 2.4959, grad_norm: 9.5232 2021-07-07 22:28:23,693 - mmaction - INFO - Epoch [105][3000/3757] lr: 1.000e-03, eta: 2 days, 2:48:31, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.4854, loss: 2.4843, grad_norm: 9.4924 2021-07-07 22:28:44,835 - mmaction - INFO - Epoch [105][3020/3757] lr: 1.000e-03, eta: 2 days, 2:48:09, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9924, top1_acc: 0.6539, top5_acc: 0.8313, loss_cls: 1.4980, loss: 2.4904, grad_norm: 9.2932 2021-07-07 22:29:06,186 - mmaction - INFO - Epoch [105][3040/3757] lr: 1.000e-03, eta: 2 days, 2:47:47, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6375, top5_acc: 0.8289, loss_cls: 1.5348, loss: 2.5620, grad_norm: 9.6616 2021-07-07 22:29:27,050 - mmaction - INFO - Epoch [105][3060/3757] lr: 1.000e-03, eta: 2 days, 2:47:26, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 0.9783, top1_acc: 0.6602, top5_acc: 0.8359, loss_cls: 1.4831, loss: 2.4614, grad_norm: 9.3962 2021-07-07 22:29:48,229 - mmaction - INFO - Epoch [105][3080/3757] lr: 1.000e-03, eta: 2 days, 2:47:04, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0484, top1_acc: 0.6289, top5_acc: 0.8328, loss_cls: 1.5623, loss: 2.6107, grad_norm: 9.7829 2021-07-07 22:30:09,337 - mmaction - INFO - Epoch [105][3100/3757] lr: 1.000e-03, eta: 2 days, 2:46:42, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6266, top5_acc: 0.8219, loss_cls: 1.5743, loss: 2.6056, grad_norm: 9.4932 2021-07-07 22:30:31,113 - mmaction - INFO - Epoch [105][3120/3757] lr: 1.000e-03, eta: 2 days, 2:46:21, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6625, top5_acc: 0.8422, loss_cls: 1.4420, loss: 2.4457, grad_norm: 9.3954 2021-07-07 22:30:52,745 - mmaction - INFO - Epoch [105][3140/3757] lr: 1.000e-03, eta: 2 days, 2:45:59, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.4446, loss: 2.4339, grad_norm: 9.4013 2021-07-07 22:31:14,512 - mmaction - INFO - Epoch [105][3160/3757] lr: 1.000e-03, eta: 2 days, 2:45:38, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 0.9928, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4113, loss: 2.4041, grad_norm: 9.4728 2021-07-07 22:31:35,570 - mmaction - INFO - Epoch [105][3180/3757] lr: 1.000e-03, eta: 2 days, 2:45:16, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6531, top5_acc: 0.8273, loss_cls: 1.5132, loss: 2.5314, grad_norm: 9.2633 2021-07-07 22:31:56,741 - mmaction - INFO - Epoch [105][3200/3757] lr: 1.000e-03, eta: 2 days, 2:44:54, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6469, top5_acc: 0.8367, loss_cls: 1.4976, loss: 2.5254, grad_norm: 9.3700 2021-07-07 22:32:18,048 - mmaction - INFO - Epoch [105][3220/3757] lr: 1.000e-03, eta: 2 days, 2:44:33, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9597, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.4004, loss: 2.3601, grad_norm: 9.5228 2021-07-07 22:32:39,247 - mmaction - INFO - Epoch [105][3240/3757] lr: 1.000e-03, eta: 2 days, 2:44:11, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0350, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.5428, loss: 2.5778, grad_norm: 9.5350 2021-07-07 22:33:00,326 - mmaction - INFO - Epoch [105][3260/3757] lr: 1.000e-03, eta: 2 days, 2:43:49, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0385, top1_acc: 0.6438, top5_acc: 0.8156, loss_cls: 1.5583, loss: 2.5968, grad_norm: 9.5105 2021-07-07 22:33:21,917 - mmaction - INFO - Epoch [105][3280/3757] lr: 1.000e-03, eta: 2 days, 2:43:28, time: 1.079, data_time: 0.017, memory: 6921, loss_aux: 1.0500, top1_acc: 0.6555, top5_acc: 0.8242, loss_cls: 1.5096, loss: 2.5596, grad_norm: 9.2702 2021-07-07 22:33:43,310 - mmaction - INFO - Epoch [105][3300/3757] lr: 1.000e-03, eta: 2 days, 2:43:06, time: 1.072, data_time: 0.025, memory: 6921, loss_aux: 1.0243, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.4918, loss: 2.5161, grad_norm: 9.5489 2021-07-07 22:34:04,387 - mmaction - INFO - Epoch [105][3320/3757] lr: 1.000e-03, eta: 2 days, 2:42:44, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4244, loss: 2.4085, grad_norm: 9.4233 2021-07-07 22:34:25,690 - mmaction - INFO - Epoch [105][3340/3757] lr: 1.000e-03, eta: 2 days, 2:42:23, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0248, top1_acc: 0.6391, top5_acc: 0.8328, loss_cls: 1.5034, loss: 2.5282, grad_norm: 9.3765 2021-07-07 22:34:46,736 - mmaction - INFO - Epoch [105][3360/3757] lr: 1.000e-03, eta: 2 days, 2:42:01, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 0.9725, top1_acc: 0.6586, top5_acc: 0.8352, loss_cls: 1.4500, loss: 2.4225, grad_norm: 9.2088 2021-07-07 22:35:07,773 - mmaction - INFO - Epoch [105][3380/3757] lr: 1.000e-03, eta: 2 days, 2:41:39, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0285, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5103, loss: 2.5388, grad_norm: 9.4951 2021-07-07 22:35:28,941 - mmaction - INFO - Epoch [105][3400/3757] lr: 1.000e-03, eta: 2 days, 2:41:17, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9534, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3366, loss: 2.2899, grad_norm: 8.8752 2021-07-07 22:35:50,687 - mmaction - INFO - Epoch [105][3420/3757] lr: 1.000e-03, eta: 2 days, 2:40:56, time: 1.086, data_time: 0.020, memory: 6921, loss_aux: 0.9758, top1_acc: 0.6719, top5_acc: 0.8586, loss_cls: 1.3507, loss: 2.3264, grad_norm: 9.0977 2021-07-07 22:36:12,262 - mmaction - INFO - Epoch [105][3440/3757] lr: 1.000e-03, eta: 2 days, 2:40:34, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0388, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5648, loss: 2.6036, grad_norm: 9.6476 2021-07-07 22:36:33,465 - mmaction - INFO - Epoch [105][3460/3757] lr: 1.000e-03, eta: 2 days, 2:40:13, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3861, loss: 2.3683, grad_norm: 9.3274 2021-07-07 22:36:54,584 - mmaction - INFO - Epoch [105][3480/3757] lr: 1.000e-03, eta: 2 days, 2:39:51, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0436, top1_acc: 0.6297, top5_acc: 0.8234, loss_cls: 1.5359, loss: 2.5795, grad_norm: 9.6384 2021-07-07 22:37:15,826 - mmaction - INFO - Epoch [105][3500/3757] lr: 1.000e-03, eta: 2 days, 2:39:29, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0036, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.4717, loss: 2.4753, grad_norm: 9.4768 2021-07-07 22:37:36,944 - mmaction - INFO - Epoch [105][3520/3757] lr: 1.000e-03, eta: 2 days, 2:39:08, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0678, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5840, loss: 2.6518, grad_norm: 9.7480 2021-07-07 22:37:58,019 - mmaction - INFO - Epoch [105][3540/3757] lr: 1.000e-03, eta: 2 days, 2:38:46, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6477, top5_acc: 0.8344, loss_cls: 1.4474, loss: 2.4503, grad_norm: 9.7310 2021-07-07 22:38:19,267 - mmaction - INFO - Epoch [105][3560/3757] lr: 1.000e-03, eta: 2 days, 2:38:24, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9946, top1_acc: 0.6500, top5_acc: 0.8492, loss_cls: 1.4303, loss: 2.4249, grad_norm: 9.3779 2021-07-07 22:38:40,442 - mmaction - INFO - Epoch [105][3580/3757] lr: 1.000e-03, eta: 2 days, 2:38:03, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4136, loss: 2.3926, grad_norm: 9.3397 2021-07-07 22:39:02,172 - mmaction - INFO - Epoch [105][3600/3757] lr: 1.000e-03, eta: 2 days, 2:37:41, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6500, top5_acc: 0.8383, loss_cls: 1.4377, loss: 2.4223, grad_norm: 9.5680 2021-07-07 22:39:24,268 - mmaction - INFO - Epoch [105][3620/3757] lr: 1.000e-03, eta: 2 days, 2:37:20, time: 1.102, data_time: 0.001, memory: 6921, loss_aux: 1.0080, top1_acc: 0.6578, top5_acc: 0.8359, loss_cls: 1.4846, loss: 2.4926, grad_norm: 9.5699 2021-07-07 22:39:45,372 - mmaction - INFO - Epoch [105][3640/3757] lr: 1.000e-03, eta: 2 days, 2:36:58, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0246, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.5242, loss: 2.5488, grad_norm: 9.8407 2021-07-07 22:40:06,538 - mmaction - INFO - Epoch [105][3660/3757] lr: 1.000e-03, eta: 2 days, 2:36:36, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0055, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4800, loss: 2.4855, grad_norm: 9.4543 2021-07-07 22:40:27,600 - mmaction - INFO - Epoch [105][3680/3757] lr: 1.000e-03, eta: 2 days, 2:36:15, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0124, top1_acc: 0.6430, top5_acc: 0.8422, loss_cls: 1.4897, loss: 2.5021, grad_norm: 9.5921 2021-07-07 22:40:48,957 - mmaction - INFO - Epoch [105][3700/3757] lr: 1.000e-03, eta: 2 days, 2:35:53, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.5279, loss: 2.5312, grad_norm: 9.8550 2021-07-07 22:41:10,887 - mmaction - INFO - Epoch [105][3720/3757] lr: 1.000e-03, eta: 2 days, 2:35:32, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 0.9670, top1_acc: 0.6914, top5_acc: 0.8383, loss_cls: 1.3809, loss: 2.3479, grad_norm: 9.0380 2021-07-07 22:41:31,925 - mmaction - INFO - Epoch [105][3740/3757] lr: 1.000e-03, eta: 2 days, 2:35:10, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9742, top1_acc: 0.6680, top5_acc: 0.8367, loss_cls: 1.4374, loss: 2.4116, grad_norm: 9.4798 2021-07-07 22:41:51,119 - mmaction - INFO - Saving checkpoint at 105 epochs 2021-07-07 22:46:42,372 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 22:46:43,195 - mmaction - INFO - top1_acc 0.6918 top5_acc 0.8805 2021-07-07 22:46:43,195 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 22:46:43,227 - mmaction - INFO - mean_acc 0.6917 2021-07-07 22:46:43,235 - mmaction - INFO - Epoch(val) [105][310] top1_acc: 0.6918, top5_acc: 0.8805, mean_class_accuracy: 0.6917 2021-07-07 22:47:45,162 - mmaction - INFO - Epoch [106][20/3757] lr: 1.000e-03, eta: 2 days, 2:34:39, time: 3.096, data_time: 1.989, memory: 6921, loss_aux: 1.0183, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4527, loss: 2.4710, grad_norm: 9.5836 2021-07-07 22:48:06,933 - mmaction - INFO - Epoch [106][40/3757] lr: 1.000e-03, eta: 2 days, 2:34:18, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6555, top5_acc: 0.8227, loss_cls: 1.4712, loss: 2.4626, grad_norm: 9.4261 2021-07-07 22:48:27,825 - mmaction - INFO - Epoch [106][60/3757] lr: 1.000e-03, eta: 2 days, 2:33:56, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6477, top5_acc: 0.8328, loss_cls: 1.5140, loss: 2.5153, grad_norm: 9.5614 2021-07-07 22:48:49,015 - mmaction - INFO - Epoch [106][80/3757] lr: 1.000e-03, eta: 2 days, 2:33:35, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6539, top5_acc: 0.8320, loss_cls: 1.4928, loss: 2.5287, grad_norm: 9.5596 2021-07-07 22:49:09,933 - mmaction - INFO - Epoch [106][100/3757] lr: 1.000e-03, eta: 2 days, 2:33:13, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.0222, top1_acc: 0.6359, top5_acc: 0.8117, loss_cls: 1.5652, loss: 2.5873, grad_norm: 9.4402 2021-07-07 22:49:32,166 - mmaction - INFO - Epoch [106][120/3757] lr: 1.000e-03, eta: 2 days, 2:32:51, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6633, top5_acc: 0.8414, loss_cls: 1.4269, loss: 2.4300, grad_norm: 9.2148 2021-07-07 22:49:53,028 - mmaction - INFO - Epoch [106][140/3757] lr: 1.000e-03, eta: 2 days, 2:32:30, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.0077, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4492, loss: 2.4568, grad_norm: 9.4825 2021-07-07 22:50:13,811 - mmaction - INFO - Epoch [106][160/3757] lr: 1.000e-03, eta: 2 days, 2:32:08, time: 1.041, data_time: 0.006, memory: 6921, loss_aux: 1.0308, top1_acc: 0.6312, top5_acc: 0.8203, loss_cls: 1.5436, loss: 2.5744, grad_norm: 9.7956 2021-07-07 22:50:35,648 - mmaction - INFO - Epoch [106][180/3757] lr: 1.000e-03, eta: 2 days, 2:31:46, time: 1.091, data_time: 0.001, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3987, loss: 2.3961, grad_norm: 9.5011 2021-07-07 22:50:57,418 - mmaction - INFO - Epoch [106][200/3757] lr: 1.000e-03, eta: 2 days, 2:31:25, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.0007, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4926, loss: 2.4932, grad_norm: 9.3011 2021-07-07 22:51:18,454 - mmaction - INFO - Epoch [106][220/3757] lr: 1.000e-03, eta: 2 days, 2:31:03, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0229, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.4679, loss: 2.4908, grad_norm: 9.5244 2021-07-07 22:51:39,628 - mmaction - INFO - Epoch [106][240/3757] lr: 1.000e-03, eta: 2 days, 2:30:41, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4588, loss: 2.4607, grad_norm: 9.7951 2021-07-07 22:52:00,652 - mmaction - INFO - Epoch [106][260/3757] lr: 1.000e-03, eta: 2 days, 2:30:20, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9992, top1_acc: 0.6656, top5_acc: 0.8414, loss_cls: 1.4554, loss: 2.4547, grad_norm: 9.3287 2021-07-07 22:52:21,776 - mmaction - INFO - Epoch [106][280/3757] lr: 1.000e-03, eta: 2 days, 2:29:58, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.4889, loss: 2.5091, grad_norm: 9.2849 2021-07-07 22:52:42,851 - mmaction - INFO - Epoch [106][300/3757] lr: 1.000e-03, eta: 2 days, 2:29:36, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3910, loss: 2.3776, grad_norm: 9.5428 2021-07-07 22:53:04,209 - mmaction - INFO - Epoch [106][320/3757] lr: 1.000e-03, eta: 2 days, 2:29:15, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4550, loss: 2.4663, grad_norm: 9.5225 2021-07-07 22:53:25,349 - mmaction - INFO - Epoch [106][340/3757] lr: 1.000e-03, eta: 2 days, 2:28:53, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9979, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3982, loss: 2.3961, grad_norm: 9.5433 2021-07-07 22:53:46,533 - mmaction - INFO - Epoch [106][360/3757] lr: 1.000e-03, eta: 2 days, 2:28:31, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0322, top1_acc: 0.6625, top5_acc: 0.8320, loss_cls: 1.4791, loss: 2.5113, grad_norm: 9.5553 2021-07-07 22:54:07,656 - mmaction - INFO - Epoch [106][380/3757] lr: 1.000e-03, eta: 2 days, 2:28:09, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4505, loss: 2.4252, grad_norm: 9.4791 2021-07-07 22:54:29,530 - mmaction - INFO - Epoch [106][400/3757] lr: 1.000e-03, eta: 2 days, 2:27:48, time: 1.093, data_time: 0.001, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6406, top5_acc: 0.8289, loss_cls: 1.4955, loss: 2.5258, grad_norm: 9.5855 2021-07-07 22:54:51,032 - mmaction - INFO - Epoch [106][420/3757] lr: 1.000e-03, eta: 2 days, 2:27:27, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9601, top1_acc: 0.6562, top5_acc: 0.8500, loss_cls: 1.4028, loss: 2.3629, grad_norm: 9.2806 2021-07-07 22:55:11,989 - mmaction - INFO - Epoch [106][440/3757] lr: 1.000e-03, eta: 2 days, 2:27:05, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6594, top5_acc: 0.8359, loss_cls: 1.4691, loss: 2.4741, grad_norm: 9.3565 2021-07-07 22:55:33,166 - mmaction - INFO - Epoch [106][460/3757] lr: 1.000e-03, eta: 2 days, 2:26:43, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6531, top5_acc: 0.8328, loss_cls: 1.5050, loss: 2.5156, grad_norm: 9.6517 2021-07-07 22:55:54,578 - mmaction - INFO - Epoch [106][480/3757] lr: 1.000e-03, eta: 2 days, 2:26:21, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9855, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4361, loss: 2.4215, grad_norm: 9.5776 2021-07-07 22:56:15,649 - mmaction - INFO - Epoch [106][500/3757] lr: 1.000e-03, eta: 2 days, 2:26:00, time: 1.054, data_time: 0.007, memory: 6921, loss_aux: 1.0247, top1_acc: 0.6398, top5_acc: 0.8273, loss_cls: 1.5254, loss: 2.5500, grad_norm: 9.5758 2021-07-07 22:56:36,676 - mmaction - INFO - Epoch [106][520/3757] lr: 1.000e-03, eta: 2 days, 2:25:38, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0195, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.4710, loss: 2.4905, grad_norm: 9.4021 2021-07-07 22:56:57,912 - mmaction - INFO - Epoch [106][540/3757] lr: 1.000e-03, eta: 2 days, 2:25:16, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9809, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4358, loss: 2.4166, grad_norm: 9.5815 2021-07-07 22:57:19,341 - mmaction - INFO - Epoch [106][560/3757] lr: 1.000e-03, eta: 2 days, 2:24:55, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9902, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.4178, loss: 2.4080, grad_norm: 9.7608 2021-07-07 22:57:40,855 - mmaction - INFO - Epoch [106][580/3757] lr: 1.000e-03, eta: 2 days, 2:24:33, time: 1.080, data_time: 0.006, memory: 6921, loss_aux: 0.9910, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.4459, loss: 2.4369, grad_norm: 9.7000 2021-07-07 22:58:01,936 - mmaction - INFO - Epoch [106][600/3757] lr: 1.000e-03, eta: 2 days, 2:24:11, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0530, top1_acc: 0.6391, top5_acc: 0.8211, loss_cls: 1.5252, loss: 2.5782, grad_norm: 9.5721 2021-07-07 22:58:23,118 - mmaction - INFO - Epoch [106][620/3757] lr: 1.000e-03, eta: 2 days, 2:23:50, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0569, top1_acc: 0.6422, top5_acc: 0.8273, loss_cls: 1.5419, loss: 2.5988, grad_norm: 9.9183 2021-07-07 22:58:44,345 - mmaction - INFO - Epoch [106][640/3757] lr: 1.000e-03, eta: 2 days, 2:23:28, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0163, top1_acc: 0.6477, top5_acc: 0.8344, loss_cls: 1.4994, loss: 2.5157, grad_norm: 9.7084 2021-07-07 22:59:05,339 - mmaction - INFO - Epoch [106][660/3757] lr: 1.000e-03, eta: 2 days, 2:23:06, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0201, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4503, loss: 2.4704, grad_norm: 9.4994 2021-07-07 22:59:26,758 - mmaction - INFO - Epoch [106][680/3757] lr: 1.000e-03, eta: 2 days, 2:22:45, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4877, loss: 2.5077, grad_norm: 9.5536 2021-07-07 22:59:47,702 - mmaction - INFO - Epoch [106][700/3757] lr: 1.000e-03, eta: 2 days, 2:22:23, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9786, top1_acc: 0.6695, top5_acc: 0.8391, loss_cls: 1.4145, loss: 2.3931, grad_norm: 9.1753 2021-07-07 23:00:08,851 - mmaction - INFO - Epoch [106][720/3757] lr: 1.000e-03, eta: 2 days, 2:22:01, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0169, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4700, loss: 2.4869, grad_norm: 9.4182 2021-07-07 23:00:29,880 - mmaction - INFO - Epoch [106][740/3757] lr: 1.000e-03, eta: 2 days, 2:21:39, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0006, top1_acc: 0.6492, top5_acc: 0.8313, loss_cls: 1.4763, loss: 2.4769, grad_norm: 9.4328 2021-07-07 23:00:51,108 - mmaction - INFO - Epoch [106][760/3757] lr: 1.000e-03, eta: 2 days, 2:21:18, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9825, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.4071, loss: 2.3897, grad_norm: 9.4522 2021-07-07 23:01:13,135 - mmaction - INFO - Epoch [106][780/3757] lr: 1.000e-03, eta: 2 days, 2:20:56, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 0.9882, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4457, loss: 2.4339, grad_norm: 9.4927 2021-07-07 23:01:34,329 - mmaction - INFO - Epoch [106][800/3757] lr: 1.000e-03, eta: 2 days, 2:20:35, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9673, top1_acc: 0.6695, top5_acc: 0.8656, loss_cls: 1.3527, loss: 2.3200, grad_norm: 9.2899 2021-07-07 23:01:55,251 - mmaction - INFO - Epoch [106][820/3757] lr: 1.000e-03, eta: 2 days, 2:20:13, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0573, top1_acc: 0.6312, top5_acc: 0.8266, loss_cls: 1.5528, loss: 2.6101, grad_norm: 9.6980 2021-07-07 23:02:16,255 - mmaction - INFO - Epoch [106][840/3757] lr: 1.000e-03, eta: 2 days, 2:19:51, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6570, top5_acc: 0.8555, loss_cls: 1.4043, loss: 2.3816, grad_norm: 9.5403 2021-07-07 23:02:37,593 - mmaction - INFO - Epoch [106][860/3757] lr: 1.000e-03, eta: 2 days, 2:19:29, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4771, loss: 2.4832, grad_norm: 9.6701 2021-07-07 23:02:59,053 - mmaction - INFO - Epoch [106][880/3757] lr: 1.000e-03, eta: 2 days, 2:19:08, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0038, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4534, loss: 2.4573, grad_norm: 9.5450 2021-07-07 23:03:20,235 - mmaction - INFO - Epoch [106][900/3757] lr: 1.000e-03, eta: 2 days, 2:18:46, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9602, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3735, loss: 2.3337, grad_norm: 9.4386 2021-07-07 23:03:41,487 - mmaction - INFO - Epoch [106][920/3757] lr: 1.000e-03, eta: 2 days, 2:18:25, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4468, loss: 2.4466, grad_norm: 9.5938 2021-07-07 23:04:02,768 - mmaction - INFO - Epoch [106][940/3757] lr: 1.000e-03, eta: 2 days, 2:18:03, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0671, top1_acc: 0.6367, top5_acc: 0.8203, loss_cls: 1.5707, loss: 2.6378, grad_norm: 9.9557 2021-07-07 23:04:24,109 - mmaction - INFO - Epoch [106][960/3757] lr: 1.000e-03, eta: 2 days, 2:17:41, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6547, top5_acc: 0.8320, loss_cls: 1.4659, loss: 2.4598, grad_norm: 9.4921 2021-07-07 23:04:45,497 - mmaction - INFO - Epoch [106][980/3757] lr: 1.000e-03, eta: 2 days, 2:17:20, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4982, loss: 2.5252, grad_norm: 9.6184 2021-07-07 23:05:06,541 - mmaction - INFO - Epoch [106][1000/3757] lr: 1.000e-03, eta: 2 days, 2:16:58, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9902, top1_acc: 0.6523, top5_acc: 0.8281, loss_cls: 1.4835, loss: 2.4737, grad_norm: 9.2408 2021-07-07 23:05:27,452 - mmaction - INFO - Epoch [106][1020/3757] lr: 1.000e-03, eta: 2 days, 2:16:36, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.4428, loss: 2.4416, grad_norm: 9.2779 2021-07-07 23:05:48,963 - mmaction - INFO - Epoch [106][1040/3757] lr: 1.000e-03, eta: 2 days, 2:16:15, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.4808, loss: 2.4873, grad_norm: 9.6263 2021-07-07 23:06:10,123 - mmaction - INFO - Epoch [106][1060/3757] lr: 1.000e-03, eta: 2 days, 2:15:53, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0078, top1_acc: 0.6516, top5_acc: 0.8266, loss_cls: 1.5173, loss: 2.5251, grad_norm: 9.5364 2021-07-07 23:06:31,253 - mmaction - INFO - Epoch [106][1080/3757] lr: 1.000e-03, eta: 2 days, 2:15:31, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6570, top5_acc: 0.8227, loss_cls: 1.4789, loss: 2.5099, grad_norm: 9.3446 2021-07-07 23:06:52,127 - mmaction - INFO - Epoch [106][1100/3757] lr: 1.000e-03, eta: 2 days, 2:15:09, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6477, top5_acc: 0.8219, loss_cls: 1.5195, loss: 2.5567, grad_norm: 9.4823 2021-07-07 23:07:13,271 - mmaction - INFO - Epoch [106][1120/3757] lr: 1.000e-03, eta: 2 days, 2:14:48, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0162, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4150, loss: 2.4312, grad_norm: 9.5897 2021-07-07 23:07:34,439 - mmaction - INFO - Epoch [106][1140/3757] lr: 1.000e-03, eta: 2 days, 2:14:26, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9570, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.3993, loss: 2.3563, grad_norm: 9.0541 2021-07-07 23:07:56,382 - mmaction - INFO - Epoch [106][1160/3757] lr: 1.000e-03, eta: 2 days, 2:14:04, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 0.9962, top1_acc: 0.6398, top5_acc: 0.8445, loss_cls: 1.4622, loss: 2.4584, grad_norm: 9.5210 2021-07-07 23:08:17,454 - mmaction - INFO - Epoch [106][1180/3757] lr: 1.000e-03, eta: 2 days, 2:13:43, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6438, top5_acc: 0.8313, loss_cls: 1.4926, loss: 2.5051, grad_norm: 9.5252 2021-07-07 23:08:38,559 - mmaction - INFO - Epoch [106][1200/3757] lr: 1.000e-03, eta: 2 days, 2:13:21, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0338, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4336, loss: 2.4674, grad_norm: 9.7039 2021-07-07 23:08:59,893 - mmaction - INFO - Epoch [106][1220/3757] lr: 1.000e-03, eta: 2 days, 2:12:59, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.5061, loss: 2.5130, grad_norm: 9.7754 2021-07-07 23:09:21,155 - mmaction - INFO - Epoch [106][1240/3757] lr: 1.000e-03, eta: 2 days, 2:12:38, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9865, top1_acc: 0.6578, top5_acc: 0.8359, loss_cls: 1.4435, loss: 2.4300, grad_norm: 9.5635 2021-07-07 23:09:42,368 - mmaction - INFO - Epoch [106][1260/3757] lr: 1.000e-03, eta: 2 days, 2:12:16, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0405, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.5385, loss: 2.5790, grad_norm: 9.7718 2021-07-07 23:10:03,319 - mmaction - INFO - Epoch [106][1280/3757] lr: 1.000e-03, eta: 2 days, 2:11:54, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0484, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.5027, loss: 2.5510, grad_norm: 9.7154 2021-07-07 23:10:24,371 - mmaction - INFO - Epoch [106][1300/3757] lr: 1.000e-03, eta: 2 days, 2:11:33, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.4683, loss: 2.4524, grad_norm: 9.4995 2021-07-07 23:10:46,309 - mmaction - INFO - Epoch [106][1320/3757] lr: 1.000e-03, eta: 2 days, 2:11:11, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.0188, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.4954, loss: 2.5142, grad_norm: 9.6863 2021-07-07 23:11:07,266 - mmaction - INFO - Epoch [106][1340/3757] lr: 1.000e-03, eta: 2 days, 2:10:49, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0652, top1_acc: 0.6367, top5_acc: 0.8352, loss_cls: 1.5044, loss: 2.5696, grad_norm: 9.6553 2021-07-07 23:11:28,505 - mmaction - INFO - Epoch [106][1360/3757] lr: 1.000e-03, eta: 2 days, 2:10:28, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0220, top1_acc: 0.6625, top5_acc: 0.8359, loss_cls: 1.4927, loss: 2.5147, grad_norm: 9.6439 2021-07-07 23:11:49,776 - mmaction - INFO - Epoch [106][1380/3757] lr: 1.000e-03, eta: 2 days, 2:10:06, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0088, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4777, loss: 2.4865, grad_norm: 9.8218 2021-07-07 23:12:10,971 - mmaction - INFO - Epoch [106][1400/3757] lr: 1.000e-03, eta: 2 days, 2:09:44, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0033, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4254, loss: 2.4286, grad_norm: 9.5835 2021-07-07 23:12:32,001 - mmaction - INFO - Epoch [106][1420/3757] lr: 1.000e-03, eta: 2 days, 2:09:23, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6547, top5_acc: 0.8336, loss_cls: 1.4637, loss: 2.4709, grad_norm: 9.5409 2021-07-07 23:12:53,263 - mmaction - INFO - Epoch [106][1440/3757] lr: 1.000e-03, eta: 2 days, 2:09:01, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6586, top5_acc: 0.8336, loss_cls: 1.4681, loss: 2.4655, grad_norm: 9.5987 2021-07-07 23:13:14,559 - mmaction - INFO - Epoch [106][1460/3757] lr: 1.000e-03, eta: 2 days, 2:08:39, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0434, top1_acc: 0.6438, top5_acc: 0.8203, loss_cls: 1.5377, loss: 2.5811, grad_norm: 9.6826 2021-07-07 23:13:35,805 - mmaction - INFO - Epoch [106][1480/3757] lr: 1.000e-03, eta: 2 days, 2:08:18, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0076, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4725, loss: 2.4801, grad_norm: 9.3931 2021-07-07 23:13:56,887 - mmaction - INFO - Epoch [106][1500/3757] lr: 1.000e-03, eta: 2 days, 2:07:56, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0564, top1_acc: 0.6297, top5_acc: 0.8398, loss_cls: 1.5229, loss: 2.5792, grad_norm: 10.1864 2021-07-07 23:14:19,090 - mmaction - INFO - Epoch [106][1520/3757] lr: 1.000e-03, eta: 2 days, 2:07:35, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4508, loss: 2.4447, grad_norm: 9.6762 2021-07-07 23:14:40,194 - mmaction - INFO - Epoch [106][1540/3757] lr: 1.000e-03, eta: 2 days, 2:07:13, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0573, top1_acc: 0.6414, top5_acc: 0.8203, loss_cls: 1.5886, loss: 2.6459, grad_norm: 9.5987 2021-07-07 23:15:01,336 - mmaction - INFO - Epoch [106][1560/3757] lr: 1.000e-03, eta: 2 days, 2:06:51, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9449, top1_acc: 0.6711, top5_acc: 0.8578, loss_cls: 1.3458, loss: 2.2907, grad_norm: 9.5472 2021-07-07 23:15:22,209 - mmaction - INFO - Epoch [106][1580/3757] lr: 1.000e-03, eta: 2 days, 2:06:29, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6680, top5_acc: 0.8344, loss_cls: 1.4557, loss: 2.4502, grad_norm: 9.5106 2021-07-07 23:15:43,295 - mmaction - INFO - Epoch [106][1600/3757] lr: 1.000e-03, eta: 2 days, 2:06:08, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.5128, loss: 2.5447, grad_norm: 9.9383 2021-07-07 23:16:04,517 - mmaction - INFO - Epoch [106][1620/3757] lr: 1.000e-03, eta: 2 days, 2:05:46, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6664, top5_acc: 0.8445, loss_cls: 1.4118, loss: 2.4146, grad_norm: 9.3630 2021-07-07 23:16:25,715 - mmaction - INFO - Epoch [106][1640/3757] lr: 1.000e-03, eta: 2 days, 2:05:24, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6336, top5_acc: 0.8352, loss_cls: 1.4873, loss: 2.4818, grad_norm: 9.8193 2021-07-07 23:16:46,892 - mmaction - INFO - Epoch [106][1660/3757] lr: 1.000e-03, eta: 2 days, 2:05:03, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6664, top5_acc: 0.8555, loss_cls: 1.4239, loss: 2.4125, grad_norm: 9.5759 2021-07-07 23:17:08,011 - mmaction - INFO - Epoch [106][1680/3757] lr: 1.000e-03, eta: 2 days, 2:04:41, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6359, top5_acc: 0.8297, loss_cls: 1.5024, loss: 2.5348, grad_norm: 9.6038 2021-07-07 23:17:29,485 - mmaction - INFO - Epoch [106][1700/3757] lr: 1.000e-03, eta: 2 days, 2:04:19, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0378, top1_acc: 0.6508, top5_acc: 0.8141, loss_cls: 1.5381, loss: 2.5759, grad_norm: 9.6196 2021-07-07 23:17:50,733 - mmaction - INFO - Epoch [106][1720/3757] lr: 1.000e-03, eta: 2 days, 2:03:58, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0746, top1_acc: 0.6336, top5_acc: 0.8273, loss_cls: 1.5781, loss: 2.6527, grad_norm: 9.6744 2021-07-07 23:18:11,858 - mmaction - INFO - Epoch [106][1740/3757] lr: 1.000e-03, eta: 2 days, 2:03:36, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 0.9856, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.4070, loss: 2.3926, grad_norm: 9.4520 2021-07-07 23:18:33,141 - mmaction - INFO - Epoch [106][1760/3757] lr: 1.000e-03, eta: 2 days, 2:03:14, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0262, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4633, loss: 2.4896, grad_norm: 9.9151 2021-07-07 23:18:54,218 - mmaction - INFO - Epoch [106][1780/3757] lr: 1.000e-03, eta: 2 days, 2:02:52, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6328, top5_acc: 0.8336, loss_cls: 1.5067, loss: 2.5140, grad_norm: 9.7973 2021-07-07 23:19:16,036 - mmaction - INFO - Epoch [106][1800/3757] lr: 1.000e-03, eta: 2 days, 2:02:31, time: 1.091, data_time: 0.035, memory: 6921, loss_aux: 0.9777, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4487, loss: 2.4264, grad_norm: 9.6383 2021-07-07 23:19:37,121 - mmaction - INFO - Epoch [106][1820/3757] lr: 1.000e-03, eta: 2 days, 2:02:09, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0088, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.4120, loss: 2.4208, grad_norm: 9.3055 2021-07-07 23:19:58,232 - mmaction - INFO - Epoch [106][1840/3757] lr: 1.000e-03, eta: 2 days, 2:01:48, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0402, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.5455, loss: 2.5857, grad_norm: 10.0859 2021-07-07 23:20:19,626 - mmaction - INFO - Epoch [106][1860/3757] lr: 1.000e-03, eta: 2 days, 2:01:26, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 0.9952, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4228, loss: 2.4180, grad_norm: 9.4651 2021-07-07 23:20:40,616 - mmaction - INFO - Epoch [106][1880/3757] lr: 1.000e-03, eta: 2 days, 2:01:04, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9991, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4691, loss: 2.4683, grad_norm: 9.6626 2021-07-07 23:21:01,814 - mmaction - INFO - Epoch [106][1900/3757] lr: 1.000e-03, eta: 2 days, 2:00:43, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9918, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4787, loss: 2.4705, grad_norm: 9.6818 2021-07-07 23:21:22,919 - mmaction - INFO - Epoch [106][1920/3757] lr: 1.000e-03, eta: 2 days, 2:00:21, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6500, top5_acc: 0.8328, loss_cls: 1.4959, loss: 2.4934, grad_norm: 9.7251 2021-07-07 23:21:44,239 - mmaction - INFO - Epoch [106][1940/3757] lr: 1.000e-03, eta: 2 days, 1:59:59, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0041, top1_acc: 0.6461, top5_acc: 0.8344, loss_cls: 1.4907, loss: 2.4948, grad_norm: 9.6476 2021-07-07 23:22:05,502 - mmaction - INFO - Epoch [106][1960/3757] lr: 1.000e-03, eta: 2 days, 1:59:38, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0214, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.4563, loss: 2.4777, grad_norm: 9.7241 2021-07-07 23:22:26,962 - mmaction - INFO - Epoch [106][1980/3757] lr: 1.000e-03, eta: 2 days, 1:59:16, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4800, loss: 2.4864, grad_norm: 9.7640 2021-07-07 23:22:47,954 - mmaction - INFO - Epoch [106][2000/3757] lr: 1.000e-03, eta: 2 days, 1:58:54, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0192, top1_acc: 0.6508, top5_acc: 0.8375, loss_cls: 1.4817, loss: 2.5010, grad_norm: 9.6474 2021-07-07 23:23:09,058 - mmaction - INFO - Epoch [106][2020/3757] lr: 1.000e-03, eta: 2 days, 1:58:32, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0135, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4372, loss: 2.4507, grad_norm: 9.4585 2021-07-07 23:23:30,026 - mmaction - INFO - Epoch [106][2040/3757] lr: 1.000e-03, eta: 2 days, 1:58:11, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0401, top1_acc: 0.6352, top5_acc: 0.8164, loss_cls: 1.5736, loss: 2.6136, grad_norm: 9.7266 2021-07-07 23:23:51,203 - mmaction - INFO - Epoch [106][2060/3757] lr: 1.000e-03, eta: 2 days, 1:57:49, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0268, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.5054, loss: 2.5322, grad_norm: 9.7042 2021-07-07 23:24:13,026 - mmaction - INFO - Epoch [106][2080/3757] lr: 1.000e-03, eta: 2 days, 1:57:28, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.0127, top1_acc: 0.6609, top5_acc: 0.8336, loss_cls: 1.4438, loss: 2.4566, grad_norm: 9.5122 2021-07-07 23:24:34,134 - mmaction - INFO - Epoch [106][2100/3757] lr: 1.000e-03, eta: 2 days, 1:57:06, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6570, top5_acc: 0.8313, loss_cls: 1.4664, loss: 2.4604, grad_norm: 9.5984 2021-07-07 23:24:55,184 - mmaction - INFO - Epoch [106][2120/3757] lr: 1.000e-03, eta: 2 days, 1:56:44, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0484, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.5213, loss: 2.5696, grad_norm: 10.0352 2021-07-07 23:25:16,606 - mmaction - INFO - Epoch [106][2140/3757] lr: 1.000e-03, eta: 2 days, 1:56:22, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0119, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4405, loss: 2.4524, grad_norm: 9.4610 2021-07-07 23:25:37,757 - mmaction - INFO - Epoch [106][2160/3757] lr: 1.000e-03, eta: 2 days, 1:56:01, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0315, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4699, loss: 2.5014, grad_norm: 9.5755 2021-07-07 23:25:58,748 - mmaction - INFO - Epoch [106][2180/3757] lr: 1.000e-03, eta: 2 days, 1:55:39, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0505, top1_acc: 0.6227, top5_acc: 0.8391, loss_cls: 1.5371, loss: 2.5876, grad_norm: 9.9048 2021-07-07 23:26:19,840 - mmaction - INFO - Epoch [106][2200/3757] lr: 1.000e-03, eta: 2 days, 1:55:17, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6422, top5_acc: 0.8320, loss_cls: 1.5468, loss: 2.5988, grad_norm: 9.5109 2021-07-07 23:26:41,236 - mmaction - INFO - Epoch [106][2220/3757] lr: 1.000e-03, eta: 2 days, 1:54:56, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0279, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4363, loss: 2.4643, grad_norm: 9.2934 2021-07-07 23:27:02,984 - mmaction - INFO - Epoch [106][2240/3757] lr: 1.000e-03, eta: 2 days, 1:54:34, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6672, top5_acc: 0.8391, loss_cls: 1.4204, loss: 2.4066, grad_norm: 9.5016 2021-07-07 23:27:24,081 - mmaction - INFO - Epoch [106][2260/3757] lr: 1.000e-03, eta: 2 days, 1:54:13, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0082, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.3992, loss: 2.4074, grad_norm: 9.4535 2021-07-07 23:27:45,282 - mmaction - INFO - Epoch [106][2280/3757] lr: 1.000e-03, eta: 2 days, 1:53:51, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0078, top1_acc: 0.6641, top5_acc: 0.8391, loss_cls: 1.4823, loss: 2.4901, grad_norm: 9.6285 2021-07-07 23:28:07,128 - mmaction - INFO - Epoch [106][2300/3757] lr: 1.000e-03, eta: 2 days, 1:53:29, time: 1.092, data_time: 0.001, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.4221, loss: 2.4152, grad_norm: 9.4690 2021-07-07 23:28:28,242 - mmaction - INFO - Epoch [106][2320/3757] lr: 1.000e-03, eta: 2 days, 1:53:08, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0123, top1_acc: 0.6297, top5_acc: 0.8391, loss_cls: 1.4890, loss: 2.5014, grad_norm: 9.8381 2021-07-07 23:28:49,307 - mmaction - INFO - Epoch [106][2340/3757] lr: 1.000e-03, eta: 2 days, 1:52:46, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4122, loss: 2.4061, grad_norm: 9.4881 2021-07-07 23:29:10,938 - mmaction - INFO - Epoch [106][2360/3757] lr: 1.000e-03, eta: 2 days, 1:52:24, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6648, top5_acc: 0.8391, loss_cls: 1.4731, loss: 2.4737, grad_norm: 9.6321 2021-07-07 23:29:32,000 - mmaction - INFO - Epoch [106][2380/3757] lr: 1.000e-03, eta: 2 days, 1:52:03, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9776, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4364, loss: 2.4140, grad_norm: 9.4828 2021-07-07 23:29:53,064 - mmaction - INFO - Epoch [106][2400/3757] lr: 1.000e-03, eta: 2 days, 1:51:41, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5388, loss: 2.5870, grad_norm: 9.8504 2021-07-07 23:30:14,779 - mmaction - INFO - Epoch [106][2420/3757] lr: 1.000e-03, eta: 2 days, 1:51:20, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4575, loss: 2.4425, grad_norm: 9.7215 2021-07-07 23:30:36,134 - mmaction - INFO - Epoch [106][2440/3757] lr: 1.000e-03, eta: 2 days, 1:50:58, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0309, top1_acc: 0.6312, top5_acc: 0.8250, loss_cls: 1.5472, loss: 2.5782, grad_norm: 9.8938 2021-07-07 23:30:57,209 - mmaction - INFO - Epoch [106][2460/3757] lr: 1.000e-03, eta: 2 days, 1:50:36, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0369, top1_acc: 0.6484, top5_acc: 0.8281, loss_cls: 1.5148, loss: 2.5517, grad_norm: 9.3924 2021-07-07 23:31:19,019 - mmaction - INFO - Epoch [106][2480/3757] lr: 1.000e-03, eta: 2 days, 1:50:15, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.0197, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4667, loss: 2.4864, grad_norm: 9.7523 2021-07-07 23:31:40,021 - mmaction - INFO - Epoch [106][2500/3757] lr: 1.000e-03, eta: 2 days, 1:49:53, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0368, top1_acc: 0.6367, top5_acc: 0.8258, loss_cls: 1.5286, loss: 2.5654, grad_norm: 9.6887 2021-07-07 23:32:01,416 - mmaction - INFO - Epoch [106][2520/3757] lr: 1.000e-03, eta: 2 days, 1:49:31, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0406, top1_acc: 0.6320, top5_acc: 0.8227, loss_cls: 1.5523, loss: 2.5929, grad_norm: 9.7091 2021-07-07 23:32:22,427 - mmaction - INFO - Epoch [106][2540/3757] lr: 1.000e-03, eta: 2 days, 1:49:10, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 0.9839, top1_acc: 0.6680, top5_acc: 0.8461, loss_cls: 1.3915, loss: 2.3754, grad_norm: 9.5085 2021-07-07 23:32:44,040 - mmaction - INFO - Epoch [106][2560/3757] lr: 1.000e-03, eta: 2 days, 1:48:48, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4697, loss: 2.4590, grad_norm: 9.5998 2021-07-07 23:33:05,322 - mmaction - INFO - Epoch [106][2580/3757] lr: 1.000e-03, eta: 2 days, 1:48:26, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0159, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4993, loss: 2.5152, grad_norm: 9.5169 2021-07-07 23:33:26,468 - mmaction - INFO - Epoch [106][2600/3757] lr: 1.000e-03, eta: 2 days, 1:48:05, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0333, top1_acc: 0.6352, top5_acc: 0.8328, loss_cls: 1.5028, loss: 2.5362, grad_norm: 9.6355 2021-07-07 23:33:47,801 - mmaction - INFO - Epoch [106][2620/3757] lr: 1.000e-03, eta: 2 days, 1:47:43, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9984, top1_acc: 0.6469, top5_acc: 0.8359, loss_cls: 1.5092, loss: 2.5077, grad_norm: 9.6186 2021-07-07 23:34:09,043 - mmaction - INFO - Epoch [106][2640/3757] lr: 1.000e-03, eta: 2 days, 1:47:21, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0076, top1_acc: 0.6438, top5_acc: 0.8391, loss_cls: 1.4787, loss: 2.4863, grad_norm: 10.0239 2021-07-07 23:34:30,220 - mmaction - INFO - Epoch [106][2660/3757] lr: 1.000e-03, eta: 2 days, 1:47:00, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9588, top1_acc: 0.6602, top5_acc: 0.8539, loss_cls: 1.3911, loss: 2.3499, grad_norm: 9.4249 2021-07-07 23:34:51,247 - mmaction - INFO - Epoch [106][2680/3757] lr: 1.000e-03, eta: 2 days, 1:46:38, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6414, top5_acc: 0.8250, loss_cls: 1.5222, loss: 2.5540, grad_norm: 9.5018 2021-07-07 23:35:12,425 - mmaction - INFO - Epoch [106][2700/3757] lr: 1.000e-03, eta: 2 days, 1:46:16, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0188, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5038, loss: 2.5226, grad_norm: 9.7226 2021-07-07 23:35:33,665 - mmaction - INFO - Epoch [106][2720/3757] lr: 1.000e-03, eta: 2 days, 1:45:55, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9424, top1_acc: 0.6805, top5_acc: 0.8531, loss_cls: 1.3557, loss: 2.2981, grad_norm: 9.1903 2021-07-07 23:35:54,682 - mmaction - INFO - Epoch [106][2740/3757] lr: 1.000e-03, eta: 2 days, 1:45:33, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9738, top1_acc: 0.6594, top5_acc: 0.8328, loss_cls: 1.4559, loss: 2.4297, grad_norm: 9.6153 2021-07-07 23:36:15,566 - mmaction - INFO - Epoch [106][2760/3757] lr: 1.000e-03, eta: 2 days, 1:45:11, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6586, top5_acc: 0.8344, loss_cls: 1.4481, loss: 2.4429, grad_norm: 9.6226 2021-07-07 23:36:36,679 - mmaction - INFO - Epoch [106][2780/3757] lr: 1.000e-03, eta: 2 days, 1:44:49, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0230, top1_acc: 0.6297, top5_acc: 0.8219, loss_cls: 1.5447, loss: 2.5677, grad_norm: 9.6197 2021-07-07 23:36:58,596 - mmaction - INFO - Epoch [106][2800/3757] lr: 1.000e-03, eta: 2 days, 1:44:28, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.0088, top1_acc: 0.6461, top5_acc: 0.8344, loss_cls: 1.4682, loss: 2.4770, grad_norm: 9.5839 2021-07-07 23:37:19,744 - mmaction - INFO - Epoch [106][2820/3757] lr: 1.000e-03, eta: 2 days, 1:44:06, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4169, loss: 2.4164, grad_norm: 9.3515 2021-07-07 23:37:40,659 - mmaction - INFO - Epoch [106][2840/3757] lr: 1.000e-03, eta: 2 days, 1:43:44, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9792, top1_acc: 0.6539, top5_acc: 0.8336, loss_cls: 1.4708, loss: 2.4500, grad_norm: 9.4724 2021-07-07 23:38:01,998 - mmaction - INFO - Epoch [106][2860/3757] lr: 1.000e-03, eta: 2 days, 1:43:23, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9916, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4541, loss: 2.4457, grad_norm: 9.6979 2021-07-07 23:38:23,066 - mmaction - INFO - Epoch [106][2880/3757] lr: 1.000e-03, eta: 2 days, 1:43:01, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9935, top1_acc: 0.6555, top5_acc: 0.8305, loss_cls: 1.4617, loss: 2.4551, grad_norm: 9.5491 2021-07-07 23:38:44,412 - mmaction - INFO - Epoch [106][2900/3757] lr: 1.000e-03, eta: 2 days, 1:42:39, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0253, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4955, loss: 2.5208, grad_norm: 9.9291 2021-07-07 23:39:06,295 - mmaction - INFO - Epoch [106][2920/3757] lr: 1.000e-03, eta: 2 days, 1:42:18, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.0338, top1_acc: 0.6352, top5_acc: 0.8273, loss_cls: 1.5237, loss: 2.5575, grad_norm: 9.7844 2021-07-07 23:39:27,405 - mmaction - INFO - Epoch [106][2940/3757] lr: 1.000e-03, eta: 2 days, 1:41:56, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9816, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.3916, loss: 2.3732, grad_norm: 9.3437 2021-07-07 23:39:48,700 - mmaction - INFO - Epoch [106][2960/3757] lr: 1.000e-03, eta: 2 days, 1:41:35, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9839, top1_acc: 0.6438, top5_acc: 0.8516, loss_cls: 1.4343, loss: 2.4182, grad_norm: 9.6744 2021-07-07 23:40:09,784 - mmaction - INFO - Epoch [106][2980/3757] lr: 1.000e-03, eta: 2 days, 1:41:13, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0722, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.5856, loss: 2.6578, grad_norm: 9.7562 2021-07-07 23:40:30,796 - mmaction - INFO - Epoch [106][3000/3757] lr: 1.000e-03, eta: 2 days, 1:40:51, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0297, top1_acc: 0.6367, top5_acc: 0.8266, loss_cls: 1.5197, loss: 2.5494, grad_norm: 9.7072 2021-07-07 23:40:52,004 - mmaction - INFO - Epoch [106][3020/3757] lr: 1.000e-03, eta: 2 days, 1:40:30, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0212, top1_acc: 0.6477, top5_acc: 0.8242, loss_cls: 1.5252, loss: 2.5463, grad_norm: 9.9163 2021-07-07 23:41:14,346 - mmaction - INFO - Epoch [106][3040/3757] lr: 1.000e-03, eta: 2 days, 1:40:08, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6687, top5_acc: 0.8430, loss_cls: 1.4264, loss: 2.4327, grad_norm: 9.3764 2021-07-07 23:41:35,395 - mmaction - INFO - Epoch [106][3060/3757] lr: 1.000e-03, eta: 2 days, 1:39:47, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9950, top1_acc: 0.6516, top5_acc: 0.8195, loss_cls: 1.5284, loss: 2.5234, grad_norm: 9.5572 2021-07-07 23:41:56,630 - mmaction - INFO - Epoch [106][3080/3757] lr: 1.000e-03, eta: 2 days, 1:39:25, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6656, top5_acc: 0.8422, loss_cls: 1.4341, loss: 2.4315, grad_norm: 9.4535 2021-07-07 23:42:17,698 - mmaction - INFO - Epoch [106][3100/3757] lr: 1.000e-03, eta: 2 days, 1:39:03, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6344, top5_acc: 0.8258, loss_cls: 1.5288, loss: 2.5641, grad_norm: 9.9687 2021-07-07 23:42:38,943 - mmaction - INFO - Epoch [106][3120/3757] lr: 1.000e-03, eta: 2 days, 1:38:42, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.4046, loss: 2.3921, grad_norm: 9.3899 2021-07-07 23:43:00,422 - mmaction - INFO - Epoch [106][3140/3757] lr: 1.000e-03, eta: 2 days, 1:38:20, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0321, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.5176, loss: 2.5497, grad_norm: 9.9709 2021-07-07 23:43:21,499 - mmaction - INFO - Epoch [106][3160/3757] lr: 1.000e-03, eta: 2 days, 1:37:58, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0171, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.5170, loss: 2.5340, grad_norm: 9.5558 2021-07-07 23:43:42,726 - mmaction - INFO - Epoch [106][3180/3757] lr: 1.000e-03, eta: 2 days, 1:37:37, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6430, top5_acc: 0.8250, loss_cls: 1.5292, loss: 2.5457, grad_norm: 9.8950 2021-07-07 23:44:04,463 - mmaction - INFO - Epoch [106][3200/3757] lr: 1.000e-03, eta: 2 days, 1:37:15, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0757, top1_acc: 0.6344, top5_acc: 0.8227, loss_cls: 1.5725, loss: 2.6482, grad_norm: 9.9293 2021-07-07 23:44:25,784 - mmaction - INFO - Epoch [106][3220/3757] lr: 1.000e-03, eta: 2 days, 1:36:53, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0108, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.4881, loss: 2.4988, grad_norm: 9.7792 2021-07-07 23:44:46,972 - mmaction - INFO - Epoch [106][3240/3757] lr: 1.000e-03, eta: 2 days, 1:36:32, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6500, top5_acc: 0.8336, loss_cls: 1.4741, loss: 2.4815, grad_norm: 9.5360 2021-07-07 23:45:08,793 - mmaction - INFO - Epoch [106][3260/3757] lr: 1.000e-03, eta: 2 days, 1:36:10, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 0.9565, top1_acc: 0.6492, top5_acc: 0.8633, loss_cls: 1.4086, loss: 2.3651, grad_norm: 9.4700 2021-07-07 23:45:29,852 - mmaction - INFO - Epoch [106][3280/3757] lr: 1.000e-03, eta: 2 days, 1:35:49, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9784, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3740, loss: 2.3524, grad_norm: 9.1821 2021-07-07 23:45:51,019 - mmaction - INFO - Epoch [106][3300/3757] lr: 1.000e-03, eta: 2 days, 1:35:27, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6406, top5_acc: 0.8203, loss_cls: 1.5304, loss: 2.5569, grad_norm: 9.7480 2021-07-07 23:46:12,448 - mmaction - INFO - Epoch [106][3320/3757] lr: 1.000e-03, eta: 2 days, 1:35:05, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.0322, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.5162, loss: 2.5485, grad_norm: 9.6656 2021-07-07 23:46:33,651 - mmaction - INFO - Epoch [106][3340/3757] lr: 1.000e-03, eta: 2 days, 1:34:44, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0203, top1_acc: 0.6492, top5_acc: 0.8375, loss_cls: 1.4778, loss: 2.4981, grad_norm: 9.7570 2021-07-07 23:46:56,043 - mmaction - INFO - Epoch [106][3360/3757] lr: 1.000e-03, eta: 2 days, 1:34:22, time: 1.118, data_time: 0.001, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4233, loss: 2.3967, grad_norm: 9.5743 2021-07-07 23:47:17,127 - mmaction - INFO - Epoch [106][3380/3757] lr: 1.000e-03, eta: 2 days, 1:34:01, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9936, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4769, loss: 2.4705, grad_norm: 9.5613 2021-07-07 23:47:38,149 - mmaction - INFO - Epoch [106][3400/3757] lr: 1.000e-03, eta: 2 days, 1:33:39, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0634, top1_acc: 0.6211, top5_acc: 0.8148, loss_cls: 1.5549, loss: 2.6182, grad_norm: 9.7230 2021-07-07 23:48:00,155 - mmaction - INFO - Epoch [106][3420/3757] lr: 1.000e-03, eta: 2 days, 1:33:18, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 1.0554, top1_acc: 0.6328, top5_acc: 0.8258, loss_cls: 1.5309, loss: 2.5863, grad_norm: 9.9976 2021-07-07 23:48:21,364 - mmaction - INFO - Epoch [106][3440/3757] lr: 1.000e-03, eta: 2 days, 1:32:56, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6500, top5_acc: 0.8195, loss_cls: 1.5261, loss: 2.5563, grad_norm: 9.7496 2021-07-07 23:48:42,476 - mmaction - INFO - Epoch [106][3460/3757] lr: 1.000e-03, eta: 2 days, 1:32:34, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9918, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.4451, loss: 2.4369, grad_norm: 9.5784 2021-07-07 23:49:04,298 - mmaction - INFO - Epoch [106][3480/3757] lr: 1.000e-03, eta: 2 days, 1:32:13, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.0258, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4878, loss: 2.5136, grad_norm: 9.6037 2021-07-07 23:49:25,682 - mmaction - INFO - Epoch [106][3500/3757] lr: 1.000e-03, eta: 2 days, 1:31:51, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9816, top1_acc: 0.6633, top5_acc: 0.8586, loss_cls: 1.3454, loss: 2.3271, grad_norm: 9.2553 2021-07-07 23:49:47,541 - mmaction - INFO - Epoch [106][3520/3757] lr: 1.000e-03, eta: 2 days, 1:31:30, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4237, loss: 2.3852, grad_norm: 9.7100 2021-07-07 23:50:08,874 - mmaction - INFO - Epoch [106][3540/3757] lr: 1.000e-03, eta: 2 days, 1:31:08, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9568, top1_acc: 0.6586, top5_acc: 0.8578, loss_cls: 1.3801, loss: 2.3369, grad_norm: 9.4323 2021-07-07 23:50:29,999 - mmaction - INFO - Epoch [106][3560/3757] lr: 1.000e-03, eta: 2 days, 1:30:46, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9631, top1_acc: 0.6766, top5_acc: 0.8508, loss_cls: 1.3579, loss: 2.3211, grad_norm: 9.3639 2021-07-07 23:50:51,113 - mmaction - INFO - Epoch [106][3580/3757] lr: 1.000e-03, eta: 2 days, 1:30:25, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6344, top5_acc: 0.8344, loss_cls: 1.4861, loss: 2.5085, grad_norm: 9.9170 2021-07-07 23:51:12,657 - mmaction - INFO - Epoch [106][3600/3757] lr: 1.000e-03, eta: 2 days, 1:30:03, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 0.9602, top1_acc: 0.6734, top5_acc: 0.8469, loss_cls: 1.4276, loss: 2.3878, grad_norm: 9.4594 2021-07-07 23:51:34,383 - mmaction - INFO - Epoch [106][3620/3757] lr: 1.000e-03, eta: 2 days, 1:29:42, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.0115, top1_acc: 0.6523, top5_acc: 0.8250, loss_cls: 1.5057, loss: 2.5172, grad_norm: 9.6834 2021-07-07 23:51:55,625 - mmaction - INFO - Epoch [106][3640/3757] lr: 1.000e-03, eta: 2 days, 1:29:20, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.4085, loss: 2.4060, grad_norm: 9.3218 2021-07-07 23:52:16,822 - mmaction - INFO - Epoch [106][3660/3757] lr: 1.000e-03, eta: 2 days, 1:28:58, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6297, top5_acc: 0.8305, loss_cls: 1.5281, loss: 2.5506, grad_norm: 9.6315 2021-07-07 23:52:38,505 - mmaction - INFO - Epoch [106][3680/3757] lr: 1.000e-03, eta: 2 days, 1:28:37, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 0.9523, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3430, loss: 2.2953, grad_norm: 9.0915 2021-07-07 23:52:59,792 - mmaction - INFO - Epoch [106][3700/3757] lr: 1.000e-03, eta: 2 days, 1:28:15, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9735, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.4091, loss: 2.3826, grad_norm: 9.1271 2021-07-07 23:53:20,853 - mmaction - INFO - Epoch [106][3720/3757] lr: 1.000e-03, eta: 2 days, 1:27:54, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0067, top1_acc: 0.6570, top5_acc: 0.8336, loss_cls: 1.4983, loss: 2.5050, grad_norm: 9.6866 2021-07-07 23:53:42,150 - mmaction - INFO - Epoch [106][3740/3757] lr: 1.000e-03, eta: 2 days, 1:27:32, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.4072, loss: 2.3798, grad_norm: 9.3024 2021-07-07 23:54:00,479 - mmaction - INFO - Saving checkpoint at 106 epochs 2021-07-07 23:55:02,507 - mmaction - INFO - Epoch [107][20/3757] lr: 1.000e-03, eta: 2 days, 1:27:01, time: 3.023, data_time: 1.985, memory: 6921, loss_aux: 0.9566, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3541, loss: 2.3107, grad_norm: 9.4157 2021-07-07 23:55:23,710 - mmaction - INFO - Epoch [107][40/3757] lr: 1.000e-03, eta: 2 days, 1:26:39, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.0140, top1_acc: 0.6453, top5_acc: 0.8523, loss_cls: 1.4387, loss: 2.4528, grad_norm: 9.8427 2021-07-07 23:55:45,340 - mmaction - INFO - Epoch [107][60/3757] lr: 1.000e-03, eta: 2 days, 1:26:17, time: 1.082, data_time: 0.035, memory: 6921, loss_aux: 0.9699, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.4028, loss: 2.3727, grad_norm: 9.6276 2021-07-07 23:56:06,470 - mmaction - INFO - Epoch [107][80/3757] lr: 1.000e-03, eta: 2 days, 1:25:56, time: 1.056, data_time: 0.009, memory: 6921, loss_aux: 0.9689, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.4005, loss: 2.3694, grad_norm: 9.3919 2021-07-07 23:56:28,581 - mmaction - INFO - Epoch [107][100/3757] lr: 1.000e-03, eta: 2 days, 1:25:34, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4009, loss: 2.3676, grad_norm: 9.6166 2021-07-07 23:56:49,495 - mmaction - INFO - Epoch [107][120/3757] lr: 1.000e-03, eta: 2 days, 1:25:13, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3986, loss: 2.3604, grad_norm: 9.4788 2021-07-07 23:57:10,914 - mmaction - INFO - Epoch [107][140/3757] lr: 1.000e-03, eta: 2 days, 1:24:51, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4183, loss: 2.4083, grad_norm: 9.4916 2021-07-07 23:57:32,114 - mmaction - INFO - Epoch [107][160/3757] lr: 1.000e-03, eta: 2 days, 1:24:29, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0112, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.5376, loss: 2.5488, grad_norm: 9.9292 2021-07-07 23:57:53,632 - mmaction - INFO - Epoch [107][180/3757] lr: 1.000e-03, eta: 2 days, 1:24:08, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0519, top1_acc: 0.6367, top5_acc: 0.8250, loss_cls: 1.5234, loss: 2.5753, grad_norm: 9.7247 2021-07-07 23:58:14,850 - mmaction - INFO - Epoch [107][200/3757] lr: 1.000e-03, eta: 2 days, 1:23:46, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0201, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4614, loss: 2.4815, grad_norm: 9.8220 2021-07-07 23:58:36,039 - mmaction - INFO - Epoch [107][220/3757] lr: 1.000e-03, eta: 2 days, 1:23:24, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.4829, loss: 2.4841, grad_norm: 9.5209 2021-07-07 23:58:56,947 - mmaction - INFO - Epoch [107][240/3757] lr: 1.000e-03, eta: 2 days, 1:23:03, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 0.9762, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3924, loss: 2.3686, grad_norm: 9.5600 2021-07-07 23:59:18,293 - mmaction - INFO - Epoch [107][260/3757] lr: 1.000e-03, eta: 2 days, 1:22:41, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9956, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.4598, loss: 2.4554, grad_norm: 9.8223 2021-07-07 23:59:39,143 - mmaction - INFO - Epoch [107][280/3757] lr: 1.000e-03, eta: 2 days, 1:22:19, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6289, top5_acc: 0.8164, loss_cls: 1.5796, loss: 2.6021, grad_norm: 9.9478 2021-07-08 00:00:00,263 - mmaction - INFO - Epoch [107][300/3757] lr: 1.000e-03, eta: 2 days, 1:21:57, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6727, top5_acc: 0.8430, loss_cls: 1.3953, loss: 2.3771, grad_norm: 9.4389 2021-07-08 00:00:21,352 - mmaction - INFO - Epoch [107][320/3757] lr: 1.000e-03, eta: 2 days, 1:21:36, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0030, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4546, loss: 2.4576, grad_norm: 9.5192 2021-07-08 00:00:43,015 - mmaction - INFO - Epoch [107][340/3757] lr: 1.000e-03, eta: 2 days, 1:21:14, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.9707, top1_acc: 0.6781, top5_acc: 0.8508, loss_cls: 1.3443, loss: 2.3150, grad_norm: 9.4160 2021-07-08 00:01:04,988 - mmaction - INFO - Epoch [107][360/3757] lr: 1.000e-03, eta: 2 days, 1:20:53, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.0254, top1_acc: 0.6430, top5_acc: 0.8438, loss_cls: 1.4797, loss: 2.5051, grad_norm: 9.6877 2021-07-08 00:01:26,221 - mmaction - INFO - Epoch [107][380/3757] lr: 1.000e-03, eta: 2 days, 1:20:31, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9968, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4525, loss: 2.4493, grad_norm: 9.7310 2021-07-08 00:01:47,634 - mmaction - INFO - Epoch [107][400/3757] lr: 1.000e-03, eta: 2 days, 1:20:10, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.0583, top1_acc: 0.6289, top5_acc: 0.8305, loss_cls: 1.5512, loss: 2.6095, grad_norm: 9.8883 2021-07-08 00:02:08,906 - mmaction - INFO - Epoch [107][420/3757] lr: 1.000e-03, eta: 2 days, 1:19:48, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 0.9964, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4775, loss: 2.4739, grad_norm: 9.6607 2021-07-08 00:02:30,014 - mmaction - INFO - Epoch [107][440/3757] lr: 1.000e-03, eta: 2 days, 1:19:26, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9878, top1_acc: 0.6453, top5_acc: 0.8500, loss_cls: 1.4464, loss: 2.4342, grad_norm: 9.6003 2021-07-08 00:02:51,845 - mmaction - INFO - Epoch [107][460/3757] lr: 1.000e-03, eta: 2 days, 1:19:05, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6430, top5_acc: 0.8234, loss_cls: 1.5333, loss: 2.5663, grad_norm: 9.7435 2021-07-08 00:03:12,913 - mmaction - INFO - Epoch [107][480/3757] lr: 1.000e-03, eta: 2 days, 1:18:43, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6742, top5_acc: 0.8430, loss_cls: 1.3717, loss: 2.3451, grad_norm: 9.1507 2021-07-08 00:03:33,950 - mmaction - INFO - Epoch [107][500/3757] lr: 1.000e-03, eta: 2 days, 1:18:21, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9662, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4084, loss: 2.3746, grad_norm: 9.6056 2021-07-08 00:03:54,997 - mmaction - INFO - Epoch [107][520/3757] lr: 1.000e-03, eta: 2 days, 1:18:00, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0220, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.5205, loss: 2.5425, grad_norm: 9.6067 2021-07-08 00:04:16,060 - mmaction - INFO - Epoch [107][540/3757] lr: 1.000e-03, eta: 2 days, 1:17:38, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6484, top5_acc: 0.8484, loss_cls: 1.4646, loss: 2.4719, grad_norm: 10.0072 2021-07-08 00:04:37,228 - mmaction - INFO - Epoch [107][560/3757] lr: 1.000e-03, eta: 2 days, 1:17:16, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0489, top1_acc: 0.6352, top5_acc: 0.8219, loss_cls: 1.5543, loss: 2.6032, grad_norm: 9.5911 2021-07-08 00:04:59,552 - mmaction - INFO - Epoch [107][580/3757] lr: 1.000e-03, eta: 2 days, 1:16:55, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 1.0163, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4879, loss: 2.5042, grad_norm: 9.8857 2021-07-08 00:05:20,358 - mmaction - INFO - Epoch [107][600/3757] lr: 1.000e-03, eta: 2 days, 1:16:33, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 0.9719, top1_acc: 0.6648, top5_acc: 0.8406, loss_cls: 1.4080, loss: 2.3798, grad_norm: 9.4991 2021-07-08 00:05:41,264 - mmaction - INFO - Epoch [107][620/3757] lr: 1.000e-03, eta: 2 days, 1:16:11, time: 1.047, data_time: 0.007, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6367, top5_acc: 0.8289, loss_cls: 1.4979, loss: 2.5051, grad_norm: 9.7722 2021-07-08 00:06:02,253 - mmaction - INFO - Epoch [107][640/3757] lr: 1.000e-03, eta: 2 days, 1:15:50, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0331, top1_acc: 0.6266, top5_acc: 0.8187, loss_cls: 1.5444, loss: 2.5774, grad_norm: 9.8216 2021-07-08 00:06:23,560 - mmaction - INFO - Epoch [107][660/3757] lr: 1.000e-03, eta: 2 days, 1:15:28, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4240, loss: 2.4172, grad_norm: 9.7368 2021-07-08 00:06:44,612 - mmaction - INFO - Epoch [107][680/3757] lr: 1.000e-03, eta: 2 days, 1:15:06, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0438, top1_acc: 0.6438, top5_acc: 0.8320, loss_cls: 1.5266, loss: 2.5705, grad_norm: 9.6373 2021-07-08 00:07:05,913 - mmaction - INFO - Epoch [107][700/3757] lr: 1.000e-03, eta: 2 days, 1:14:44, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4264, loss: 2.4231, grad_norm: 9.5338 2021-07-08 00:07:27,459 - mmaction - INFO - Epoch [107][720/3757] lr: 1.000e-03, eta: 2 days, 1:14:23, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9486, top1_acc: 0.6586, top5_acc: 0.8695, loss_cls: 1.3664, loss: 2.3150, grad_norm: 9.6779 2021-07-08 00:07:48,749 - mmaction - INFO - Epoch [107][740/3757] lr: 1.000e-03, eta: 2 days, 1:14:01, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 0.9712, top1_acc: 0.6375, top5_acc: 0.8531, loss_cls: 1.4417, loss: 2.4130, grad_norm: 9.6344 2021-07-08 00:08:10,030 - mmaction - INFO - Epoch [107][760/3757] lr: 1.000e-03, eta: 2 days, 1:13:40, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0395, top1_acc: 0.6414, top5_acc: 0.8211, loss_cls: 1.5250, loss: 2.5645, grad_norm: 9.9071 2021-07-08 00:08:31,135 - mmaction - INFO - Epoch [107][780/3757] lr: 1.000e-03, eta: 2 days, 1:13:18, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0086, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4278, loss: 2.4365, grad_norm: 9.7997 2021-07-08 00:08:52,085 - mmaction - INFO - Epoch [107][800/3757] lr: 1.000e-03, eta: 2 days, 1:12:56, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0311, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.4951, loss: 2.5262, grad_norm: 9.6465 2021-07-08 00:09:13,188 - mmaction - INFO - Epoch [107][820/3757] lr: 1.000e-03, eta: 2 days, 1:12:34, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0213, top1_acc: 0.6469, top5_acc: 0.8219, loss_cls: 1.4984, loss: 2.5197, grad_norm: 9.7026 2021-07-08 00:09:34,151 - mmaction - INFO - Epoch [107][840/3757] lr: 1.000e-03, eta: 2 days, 1:12:13, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.3908, loss: 2.3722, grad_norm: 9.4593 2021-07-08 00:09:55,827 - mmaction - INFO - Epoch [107][860/3757] lr: 1.000e-03, eta: 2 days, 1:11:51, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0291, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.4891, loss: 2.5182, grad_norm: 9.9812 2021-07-08 00:10:17,057 - mmaction - INFO - Epoch [107][880/3757] lr: 1.000e-03, eta: 2 days, 1:11:29, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0279, top1_acc: 0.6320, top5_acc: 0.8391, loss_cls: 1.4876, loss: 2.5155, grad_norm: 9.8131 2021-07-08 00:10:38,284 - mmaction - INFO - Epoch [107][900/3757] lr: 1.000e-03, eta: 2 days, 1:11:08, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.4003, loss: 2.3890, grad_norm: 9.3370 2021-07-08 00:11:00,178 - mmaction - INFO - Epoch [107][920/3757] lr: 1.000e-03, eta: 2 days, 1:10:46, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6703, top5_acc: 0.8477, loss_cls: 1.4141, loss: 2.3863, grad_norm: 9.6766 2021-07-08 00:11:21,370 - mmaction - INFO - Epoch [107][940/3757] lr: 1.000e-03, eta: 2 days, 1:10:25, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6531, top5_acc: 0.8313, loss_cls: 1.5268, loss: 2.5625, grad_norm: 9.7187 2021-07-08 00:11:42,167 - mmaction - INFO - Epoch [107][960/3757] lr: 1.000e-03, eta: 2 days, 1:10:03, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4120, loss: 2.3891, grad_norm: 9.5925 2021-07-08 00:12:03,402 - mmaction - INFO - Epoch [107][980/3757] lr: 1.000e-03, eta: 2 days, 1:09:41, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6516, top5_acc: 0.8336, loss_cls: 1.4511, loss: 2.4430, grad_norm: 9.6385 2021-07-08 00:12:24,647 - mmaction - INFO - Epoch [107][1000/3757] lr: 1.000e-03, eta: 2 days, 1:09:20, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6578, top5_acc: 0.8320, loss_cls: 1.4557, loss: 2.4607, grad_norm: 9.6712 2021-07-08 00:12:46,477 - mmaction - INFO - Epoch [107][1020/3757] lr: 1.000e-03, eta: 2 days, 1:08:58, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.0306, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4713, loss: 2.5019, grad_norm: 9.6140 2021-07-08 00:13:07,516 - mmaction - INFO - Epoch [107][1040/3757] lr: 1.000e-03, eta: 2 days, 1:08:36, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4175, loss: 2.4037, grad_norm: 9.8377 2021-07-08 00:13:28,744 - mmaction - INFO - Epoch [107][1060/3757] lr: 1.000e-03, eta: 2 days, 1:08:15, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0240, top1_acc: 0.6383, top5_acc: 0.8242, loss_cls: 1.5099, loss: 2.5339, grad_norm: 9.8010 2021-07-08 00:13:50,431 - mmaction - INFO - Epoch [107][1080/3757] lr: 1.000e-03, eta: 2 days, 1:07:53, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 1.0101, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4266, loss: 2.4368, grad_norm: 9.7461 2021-07-08 00:14:11,666 - mmaction - INFO - Epoch [107][1100/3757] lr: 1.000e-03, eta: 2 days, 1:07:32, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0150, top1_acc: 0.6664, top5_acc: 0.8359, loss_cls: 1.5143, loss: 2.5293, grad_norm: 9.8117 2021-07-08 00:14:32,646 - mmaction - INFO - Epoch [107][1120/3757] lr: 1.000e-03, eta: 2 days, 1:07:10, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9903, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4700, loss: 2.4604, grad_norm: 9.7839 2021-07-08 00:14:53,736 - mmaction - INFO - Epoch [107][1140/3757] lr: 1.000e-03, eta: 2 days, 1:06:48, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6633, top5_acc: 0.8375, loss_cls: 1.3972, loss: 2.3638, grad_norm: 9.5037 2021-07-08 00:15:15,021 - mmaction - INFO - Epoch [107][1160/3757] lr: 1.000e-03, eta: 2 days, 1:06:26, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9568, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3514, loss: 2.3082, grad_norm: 9.5035 2021-07-08 00:15:36,117 - mmaction - INFO - Epoch [107][1180/3757] lr: 1.000e-03, eta: 2 days, 1:06:05, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6633, top5_acc: 0.8391, loss_cls: 1.4298, loss: 2.4126, grad_norm: 9.6141 2021-07-08 00:15:58,464 - mmaction - INFO - Epoch [107][1200/3757] lr: 1.000e-03, eta: 2 days, 1:05:44, time: 1.116, data_time: 0.005, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.4245, loss: 2.4083, grad_norm: 9.7741 2021-07-08 00:16:19,562 - mmaction - INFO - Epoch [107][1220/3757] lr: 1.000e-03, eta: 2 days, 1:05:22, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4219, loss: 2.4037, grad_norm: 9.5946 2021-07-08 00:16:40,932 - mmaction - INFO - Epoch [107][1240/3757] lr: 1.000e-03, eta: 2 days, 1:05:00, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0170, top1_acc: 0.6414, top5_acc: 0.8289, loss_cls: 1.5259, loss: 2.5429, grad_norm: 9.8703 2021-07-08 00:17:02,194 - mmaction - INFO - Epoch [107][1260/3757] lr: 1.000e-03, eta: 2 days, 1:04:39, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6813, top5_acc: 0.8477, loss_cls: 1.3927, loss: 2.3643, grad_norm: 9.2372 2021-07-08 00:17:24,304 - mmaction - INFO - Epoch [107][1280/3757] lr: 1.000e-03, eta: 2 days, 1:04:17, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.0024, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4791, loss: 2.4815, grad_norm: 9.8966 2021-07-08 00:17:45,646 - mmaction - INFO - Epoch [107][1300/3757] lr: 1.000e-03, eta: 2 days, 1:03:56, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 0.9616, top1_acc: 0.6633, top5_acc: 0.8539, loss_cls: 1.3787, loss: 2.3403, grad_norm: 9.5155 2021-07-08 00:18:06,519 - mmaction - INFO - Epoch [107][1320/3757] lr: 1.000e-03, eta: 2 days, 1:03:34, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 0.9723, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3911, loss: 2.3634, grad_norm: 9.3015 2021-07-08 00:18:27,662 - mmaction - INFO - Epoch [107][1340/3757] lr: 1.000e-03, eta: 2 days, 1:03:12, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9537, top1_acc: 0.6664, top5_acc: 0.8406, loss_cls: 1.4134, loss: 2.3671, grad_norm: 9.2285 2021-07-08 00:18:49,735 - mmaction - INFO - Epoch [107][1360/3757] lr: 1.000e-03, eta: 2 days, 1:02:51, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4444, loss: 2.4375, grad_norm: 9.8852 2021-07-08 00:19:10,735 - mmaction - INFO - Epoch [107][1380/3757] lr: 1.000e-03, eta: 2 days, 1:02:29, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0289, top1_acc: 0.6484, top5_acc: 0.8242, loss_cls: 1.5395, loss: 2.5684, grad_norm: 9.8178 2021-07-08 00:19:31,812 - mmaction - INFO - Epoch [107][1400/3757] lr: 1.000e-03, eta: 2 days, 1:02:07, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.4239, loss: 2.3960, grad_norm: 9.4025 2021-07-08 00:19:53,025 - mmaction - INFO - Epoch [107][1420/3757] lr: 1.000e-03, eta: 2 days, 1:01:46, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0178, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4673, loss: 2.4851, grad_norm: 9.6797 2021-07-08 00:20:14,467 - mmaction - INFO - Epoch [107][1440/3757] lr: 1.000e-03, eta: 2 days, 1:01:24, time: 1.070, data_time: 0.017, memory: 6921, loss_aux: 0.9878, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.3950, loss: 2.3828, grad_norm: 9.3629 2021-07-08 00:20:35,640 - mmaction - INFO - Epoch [107][1460/3757] lr: 1.000e-03, eta: 2 days, 1:01:02, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3830, loss: 2.3410, grad_norm: 9.5359 2021-07-08 00:20:56,867 - mmaction - INFO - Epoch [107][1480/3757] lr: 1.000e-03, eta: 2 days, 1:00:41, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6641, top5_acc: 0.8633, loss_cls: 1.3801, loss: 2.3455, grad_norm: 9.4912 2021-07-08 00:21:18,170 - mmaction - INFO - Epoch [107][1500/3757] lr: 1.000e-03, eta: 2 days, 1:00:19, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4951, loss: 2.5111, grad_norm: 9.8825 2021-07-08 00:21:40,012 - mmaction - INFO - Epoch [107][1520/3757] lr: 1.000e-03, eta: 2 days, 0:59:58, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.0189, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4514, loss: 2.4703, grad_norm: 10.0541 2021-07-08 00:22:01,394 - mmaction - INFO - Epoch [107][1540/3757] lr: 1.000e-03, eta: 2 days, 0:59:36, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9857, top1_acc: 0.6656, top5_acc: 0.8430, loss_cls: 1.4457, loss: 2.4313, grad_norm: 9.6804 2021-07-08 00:22:22,666 - mmaction - INFO - Epoch [107][1560/3757] lr: 1.000e-03, eta: 2 days, 0:59:14, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 0.9746, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4293, loss: 2.4039, grad_norm: 9.5127 2021-07-08 00:22:44,123 - mmaction - INFO - Epoch [107][1580/3757] lr: 1.000e-03, eta: 2 days, 0:58:53, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0397, top1_acc: 0.6312, top5_acc: 0.8242, loss_cls: 1.5543, loss: 2.5940, grad_norm: 9.7918 2021-07-08 00:23:05,440 - mmaction - INFO - Epoch [107][1600/3757] lr: 1.000e-03, eta: 2 days, 0:58:31, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9858, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.4697, loss: 2.4555, grad_norm: 9.6150 2021-07-08 00:23:26,709 - mmaction - INFO - Epoch [107][1620/3757] lr: 1.000e-03, eta: 2 days, 0:58:09, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9996, top1_acc: 0.6492, top5_acc: 0.8281, loss_cls: 1.4947, loss: 2.4943, grad_norm: 9.6046 2021-07-08 00:23:47,700 - mmaction - INFO - Epoch [107][1640/3757] lr: 1.000e-03, eta: 2 days, 0:57:48, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0443, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.5449, loss: 2.5893, grad_norm: 9.9230 2021-07-08 00:24:08,647 - mmaction - INFO - Epoch [107][1660/3757] lr: 1.000e-03, eta: 2 days, 0:57:26, time: 1.049, data_time: 0.007, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6398, top5_acc: 0.8305, loss_cls: 1.5091, loss: 2.5401, grad_norm: 10.1025 2021-07-08 00:24:30,330 - mmaction - INFO - Epoch [107][1680/3757] lr: 1.000e-03, eta: 2 days, 0:57:04, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 0.9636, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3701, loss: 2.3337, grad_norm: 9.3099 2021-07-08 00:24:52,089 - mmaction - INFO - Epoch [107][1700/3757] lr: 1.000e-03, eta: 2 days, 0:56:43, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.4857, loss: 2.5074, grad_norm: 10.1020 2021-07-08 00:25:13,753 - mmaction - INFO - Epoch [107][1720/3757] lr: 1.000e-03, eta: 2 days, 0:56:22, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 0.9891, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4837, loss: 2.4729, grad_norm: 9.5634 2021-07-08 00:25:35,058 - mmaction - INFO - Epoch [107][1740/3757] lr: 1.000e-03, eta: 2 days, 0:56:00, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4762, loss: 2.4955, grad_norm: 9.7702 2021-07-08 00:25:56,100 - mmaction - INFO - Epoch [107][1760/3757] lr: 1.000e-03, eta: 2 days, 0:55:38, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9629, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.3941, loss: 2.3571, grad_norm: 9.4918 2021-07-08 00:26:17,237 - mmaction - INFO - Epoch [107][1780/3757] lr: 1.000e-03, eta: 2 days, 0:55:16, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0107, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4368, loss: 2.4475, grad_norm: 9.5337 2021-07-08 00:26:38,411 - mmaction - INFO - Epoch [107][1800/3757] lr: 1.000e-03, eta: 2 days, 0:54:55, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0296, top1_acc: 0.6305, top5_acc: 0.8227, loss_cls: 1.5413, loss: 2.5708, grad_norm: 9.8798 2021-07-08 00:27:00,068 - mmaction - INFO - Epoch [107][1820/3757] lr: 1.000e-03, eta: 2 days, 0:54:33, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 0.9957, top1_acc: 0.6492, top5_acc: 0.8484, loss_cls: 1.4639, loss: 2.4595, grad_norm: 9.3612 2021-07-08 00:27:21,349 - mmaction - INFO - Epoch [107][1840/3757] lr: 1.000e-03, eta: 2 days, 0:54:12, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0206, top1_acc: 0.6516, top5_acc: 0.8383, loss_cls: 1.4777, loss: 2.4983, grad_norm: 9.8514 2021-07-08 00:27:42,417 - mmaction - INFO - Epoch [107][1860/3757] lr: 1.000e-03, eta: 2 days, 0:53:50, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0101, top1_acc: 0.6469, top5_acc: 0.8289, loss_cls: 1.4968, loss: 2.5069, grad_norm: 9.8532 2021-07-08 00:28:03,674 - mmaction - INFO - Epoch [107][1880/3757] lr: 1.000e-03, eta: 2 days, 0:53:28, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0563, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.5276, loss: 2.5839, grad_norm: 9.7409 2021-07-08 00:28:24,640 - mmaction - INFO - Epoch [107][1900/3757] lr: 1.000e-03, eta: 2 days, 0:53:06, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9788, top1_acc: 0.6742, top5_acc: 0.8398, loss_cls: 1.4154, loss: 2.3942, grad_norm: 9.4714 2021-07-08 00:28:45,788 - mmaction - INFO - Epoch [107][1920/3757] lr: 1.000e-03, eta: 2 days, 0:52:45, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6633, top5_acc: 0.8258, loss_cls: 1.4902, loss: 2.5212, grad_norm: 9.4044 2021-07-08 00:29:06,620 - mmaction - INFO - Epoch [107][1940/3757] lr: 1.000e-03, eta: 2 days, 0:52:23, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.0109, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.4798, loss: 2.4907, grad_norm: 9.7065 2021-07-08 00:29:28,039 - mmaction - INFO - Epoch [107][1960/3757] lr: 1.000e-03, eta: 2 days, 0:52:01, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6391, top5_acc: 0.8430, loss_cls: 1.4794, loss: 2.4931, grad_norm: 9.9536 2021-07-08 00:29:49,503 - mmaction - INFO - Epoch [107][1980/3757] lr: 1.000e-03, eta: 2 days, 0:51:40, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0275, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.4389, loss: 2.4664, grad_norm: 9.6672 2021-07-08 00:30:10,628 - mmaction - INFO - Epoch [107][2000/3757] lr: 1.000e-03, eta: 2 days, 0:51:18, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0157, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4933, loss: 2.5089, grad_norm: 9.6986 2021-07-08 00:30:31,579 - mmaction - INFO - Epoch [107][2020/3757] lr: 1.000e-03, eta: 2 days, 0:50:56, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0309, top1_acc: 0.6438, top5_acc: 0.8406, loss_cls: 1.4801, loss: 2.5111, grad_norm: 9.7337 2021-07-08 00:30:53,246 - mmaction - INFO - Epoch [107][2040/3757] lr: 1.000e-03, eta: 2 days, 0:50:35, time: 1.085, data_time: 0.025, memory: 6921, loss_aux: 1.0556, top1_acc: 0.6211, top5_acc: 0.8227, loss_cls: 1.5598, loss: 2.6154, grad_norm: 9.9976 2021-07-08 00:31:14,753 - mmaction - INFO - Epoch [107][2060/3757] lr: 1.000e-03, eta: 2 days, 0:50:13, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9857, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4254, loss: 2.4112, grad_norm: 9.4816 2021-07-08 00:31:35,994 - mmaction - INFO - Epoch [107][2080/3757] lr: 1.000e-03, eta: 2 days, 0:49:52, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0323, top1_acc: 0.6352, top5_acc: 0.8242, loss_cls: 1.5175, loss: 2.5498, grad_norm: 9.7830 2021-07-08 00:31:57,049 - mmaction - INFO - Epoch [107][2100/3757] lr: 1.000e-03, eta: 2 days, 0:49:30, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.5321, loss: 2.5558, grad_norm: 9.7788 2021-07-08 00:32:18,130 - mmaction - INFO - Epoch [107][2120/3757] lr: 1.000e-03, eta: 2 days, 0:49:08, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6609, top5_acc: 0.8398, loss_cls: 1.4447, loss: 2.4334, grad_norm: 9.4001 2021-07-08 00:32:39,155 - mmaction - INFO - Epoch [107][2140/3757] lr: 1.000e-03, eta: 2 days, 0:48:46, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9854, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4152, loss: 2.4007, grad_norm: 9.6380 2021-07-08 00:33:01,097 - mmaction - INFO - Epoch [107][2160/3757] lr: 1.000e-03, eta: 2 days, 0:48:25, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 1.0474, top1_acc: 0.6398, top5_acc: 0.8266, loss_cls: 1.5694, loss: 2.6168, grad_norm: 10.0405 2021-07-08 00:33:22,333 - mmaction - INFO - Epoch [107][2180/3757] lr: 1.000e-03, eta: 2 days, 0:48:03, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0406, top1_acc: 0.6430, top5_acc: 0.8320, loss_cls: 1.5230, loss: 2.5636, grad_norm: 9.7415 2021-07-08 00:33:43,527 - mmaction - INFO - Epoch [107][2200/3757] lr: 1.000e-03, eta: 2 days, 0:47:42, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0476, top1_acc: 0.6344, top5_acc: 0.8336, loss_cls: 1.5442, loss: 2.5918, grad_norm: 9.8375 2021-07-08 00:34:04,794 - mmaction - INFO - Epoch [107][2220/3757] lr: 1.000e-03, eta: 2 days, 0:47:20, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0566, top1_acc: 0.6234, top5_acc: 0.8297, loss_cls: 1.5444, loss: 2.6010, grad_norm: 10.0385 2021-07-08 00:34:26,050 - mmaction - INFO - Epoch [107][2240/3757] lr: 1.000e-03, eta: 2 days, 0:46:58, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9827, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.4103, loss: 2.3930, grad_norm: 9.6898 2021-07-08 00:34:47,105 - mmaction - INFO - Epoch [107][2260/3757] lr: 1.000e-03, eta: 2 days, 0:46:37, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6484, top5_acc: 0.8297, loss_cls: 1.5035, loss: 2.5372, grad_norm: 9.7698 2021-07-08 00:35:08,161 - mmaction - INFO - Epoch [107][2280/3757] lr: 1.000e-03, eta: 2 days, 0:46:15, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0022, top1_acc: 0.6602, top5_acc: 0.8398, loss_cls: 1.4495, loss: 2.4517, grad_norm: 9.5982 2021-07-08 00:35:29,565 - mmaction - INFO - Epoch [107][2300/3757] lr: 1.000e-03, eta: 2 days, 0:45:53, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0211, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.4958, loss: 2.5170, grad_norm: 10.1059 2021-07-08 00:35:51,312 - mmaction - INFO - Epoch [107][2320/3757] lr: 1.000e-03, eta: 2 days, 0:45:32, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 0.9918, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.4965, loss: 2.4883, grad_norm: 9.5844 2021-07-08 00:36:12,421 - mmaction - INFO - Epoch [107][2340/3757] lr: 1.000e-03, eta: 2 days, 0:45:10, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0043, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4620, loss: 2.4663, grad_norm: 9.7565 2021-07-08 00:36:33,647 - mmaction - INFO - Epoch [107][2360/3757] lr: 1.000e-03, eta: 2 days, 0:44:48, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9487, top1_acc: 0.6609, top5_acc: 0.8555, loss_cls: 1.3636, loss: 2.3122, grad_norm: 9.2745 2021-07-08 00:36:54,853 - mmaction - INFO - Epoch [107][2380/3757] lr: 1.000e-03, eta: 2 days, 0:44:27, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.4748, loss: 2.4947, grad_norm: 9.7176 2021-07-08 00:37:15,882 - mmaction - INFO - Epoch [107][2400/3757] lr: 1.000e-03, eta: 2 days, 0:44:05, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9120, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.2942, loss: 2.2062, grad_norm: 9.0558 2021-07-08 00:37:36,994 - mmaction - INFO - Epoch [107][2420/3757] lr: 1.000e-03, eta: 2 days, 0:43:43, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.4937, loss: 2.5193, grad_norm: 9.7585 2021-07-08 00:37:58,133 - mmaction - INFO - Epoch [107][2440/3757] lr: 1.000e-03, eta: 2 days, 0:43:22, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6469, top5_acc: 0.8234, loss_cls: 1.5400, loss: 2.5757, grad_norm: 9.5342 2021-07-08 00:38:19,262 - mmaction - INFO - Epoch [107][2460/3757] lr: 1.000e-03, eta: 2 days, 0:43:00, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0334, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.4759, loss: 2.5093, grad_norm: 9.5741 2021-07-08 00:38:40,834 - mmaction - INFO - Epoch [107][2480/3757] lr: 1.000e-03, eta: 2 days, 0:42:38, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 0.9936, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4524, loss: 2.4460, grad_norm: 9.6489 2021-07-08 00:39:02,491 - mmaction - INFO - Epoch [107][2500/3757] lr: 1.000e-03, eta: 2 days, 0:42:17, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4513, loss: 2.4458, grad_norm: 9.8719 2021-07-08 00:39:24,108 - mmaction - INFO - Epoch [107][2520/3757] lr: 1.000e-03, eta: 2 days, 0:41:55, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4893, loss: 2.5163, grad_norm: 9.9329 2021-07-08 00:39:45,202 - mmaction - INFO - Epoch [107][2540/3757] lr: 1.000e-03, eta: 2 days, 0:41:34, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.4793, loss: 2.4657, grad_norm: 9.8551 2021-07-08 00:40:06,336 - mmaction - INFO - Epoch [107][2560/3757] lr: 1.000e-03, eta: 2 days, 0:41:12, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9693, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4168, loss: 2.3861, grad_norm: 9.8124 2021-07-08 00:40:27,421 - mmaction - INFO - Epoch [107][2580/3757] lr: 1.000e-03, eta: 2 days, 0:40:50, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9354, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.3331, loss: 2.2685, grad_norm: 9.3108 2021-07-08 00:40:48,569 - mmaction - INFO - Epoch [107][2600/3757] lr: 1.000e-03, eta: 2 days, 0:40:29, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0632, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.5912, loss: 2.6544, grad_norm: 10.2198 2021-07-08 00:41:09,743 - mmaction - INFO - Epoch [107][2620/3757] lr: 1.000e-03, eta: 2 days, 0:40:07, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3746, loss: 2.3699, grad_norm: 9.1505 2021-07-08 00:41:31,359 - mmaction - INFO - Epoch [107][2640/3757] lr: 1.000e-03, eta: 2 days, 0:39:45, time: 1.081, data_time: 0.035, memory: 6921, loss_aux: 0.9827, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3784, loss: 2.3612, grad_norm: 9.7114 2021-07-08 00:41:52,467 - mmaction - INFO - Epoch [107][2660/3757] lr: 1.000e-03, eta: 2 days, 0:39:24, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.0274, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5099, loss: 2.5373, grad_norm: 9.9231 2021-07-08 00:42:13,756 - mmaction - INFO - Epoch [107][2680/3757] lr: 1.000e-03, eta: 2 days, 0:39:02, time: 1.063, data_time: 0.010, memory: 6921, loss_aux: 1.0235, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4852, loss: 2.5087, grad_norm: 9.9843 2021-07-08 00:42:35,027 - mmaction - INFO - Epoch [107][2700/3757] lr: 1.000e-03, eta: 2 days, 0:38:40, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9491, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4184, loss: 2.3675, grad_norm: 9.6459 2021-07-08 00:42:56,313 - mmaction - INFO - Epoch [107][2720/3757] lr: 1.000e-03, eta: 2 days, 0:38:19, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6320, top5_acc: 0.8375, loss_cls: 1.5331, loss: 2.5492, grad_norm: 10.0356 2021-07-08 00:43:17,740 - mmaction - INFO - Epoch [107][2740/3757] lr: 1.000e-03, eta: 2 days, 0:37:57, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6453, top5_acc: 0.8219, loss_cls: 1.5258, loss: 2.5317, grad_norm: 9.8641 2021-07-08 00:43:39,401 - mmaction - INFO - Epoch [107][2760/3757] lr: 1.000e-03, eta: 2 days, 0:37:36, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.0692, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.5800, loss: 2.6492, grad_norm: 9.9179 2021-07-08 00:44:00,648 - mmaction - INFO - Epoch [107][2780/3757] lr: 1.000e-03, eta: 2 days, 0:37:14, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0082, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4604, loss: 2.4685, grad_norm: 9.5654 2021-07-08 00:44:21,844 - mmaction - INFO - Epoch [107][2800/3757] lr: 1.000e-03, eta: 2 days, 0:36:52, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4138, loss: 2.3960, grad_norm: 9.5529 2021-07-08 00:44:44,128 - mmaction - INFO - Epoch [107][2820/3757] lr: 1.000e-03, eta: 2 days, 0:36:31, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6680, top5_acc: 0.8398, loss_cls: 1.4486, loss: 2.4354, grad_norm: 9.5871 2021-07-08 00:45:05,369 - mmaction - INFO - Epoch [107][2840/3757] lr: 1.000e-03, eta: 2 days, 0:36:09, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.5002, loss: 2.5219, grad_norm: 9.3727 2021-07-08 00:45:26,605 - mmaction - INFO - Epoch [107][2860/3757] lr: 1.000e-03, eta: 2 days, 0:35:48, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6398, top5_acc: 0.8484, loss_cls: 1.4716, loss: 2.4552, grad_norm: 9.7778 2021-07-08 00:45:47,802 - mmaction - INFO - Epoch [107][2880/3757] lr: 1.000e-03, eta: 2 days, 0:35:26, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6469, top5_acc: 0.8336, loss_cls: 1.4885, loss: 2.4917, grad_norm: 9.5373 2021-07-08 00:46:08,945 - mmaction - INFO - Epoch [107][2900/3757] lr: 1.000e-03, eta: 2 days, 0:35:04, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9736, top1_acc: 0.6516, top5_acc: 0.8359, loss_cls: 1.4284, loss: 2.4021, grad_norm: 9.6134 2021-07-08 00:46:30,298 - mmaction - INFO - Epoch [107][2920/3757] lr: 1.000e-03, eta: 2 days, 0:34:43, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9805, top1_acc: 0.6672, top5_acc: 0.8398, loss_cls: 1.4210, loss: 2.4016, grad_norm: 9.5845 2021-07-08 00:46:51,488 - mmaction - INFO - Epoch [107][2940/3757] lr: 1.000e-03, eta: 2 days, 0:34:21, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0024, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4632, loss: 2.4656, grad_norm: 9.6326 2021-07-08 00:47:12,992 - mmaction - INFO - Epoch [107][2960/3757] lr: 1.000e-03, eta: 2 days, 0:34:00, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0462, top1_acc: 0.6258, top5_acc: 0.8359, loss_cls: 1.5599, loss: 2.6062, grad_norm: 10.0223 2021-07-08 00:47:34,428 - mmaction - INFO - Epoch [107][2980/3757] lr: 1.000e-03, eta: 2 days, 0:33:38, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9732, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.4030, loss: 2.3762, grad_norm: 9.4206 2021-07-08 00:47:55,872 - mmaction - INFO - Epoch [107][3000/3757] lr: 1.000e-03, eta: 2 days, 0:33:16, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0529, top1_acc: 0.6445, top5_acc: 0.8328, loss_cls: 1.5442, loss: 2.5971, grad_norm: 9.9365 2021-07-08 00:48:16,935 - mmaction - INFO - Epoch [107][3020/3757] lr: 1.000e-03, eta: 2 days, 0:32:55, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0457, top1_acc: 0.6219, top5_acc: 0.8281, loss_cls: 1.5675, loss: 2.6132, grad_norm: 9.7864 2021-07-08 00:48:38,417 - mmaction - INFO - Epoch [107][3040/3757] lr: 1.000e-03, eta: 2 days, 0:32:33, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0096, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4771, loss: 2.4867, grad_norm: 9.4673 2021-07-08 00:48:59,524 - mmaction - INFO - Epoch [107][3060/3757] lr: 1.000e-03, eta: 2 days, 0:32:11, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0455, top1_acc: 0.6359, top5_acc: 0.8258, loss_cls: 1.5816, loss: 2.6271, grad_norm: 10.0281 2021-07-08 00:49:22,159 - mmaction - INFO - Epoch [107][3080/3757] lr: 1.000e-03, eta: 2 days, 0:31:50, time: 1.133, data_time: 0.004, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6586, top5_acc: 0.8539, loss_cls: 1.4391, loss: 2.4454, grad_norm: 9.7434 2021-07-08 00:49:43,093 - mmaction - INFO - Epoch [107][3100/3757] lr: 1.000e-03, eta: 2 days, 0:31:28, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4740, loss: 2.4978, grad_norm: 9.7951 2021-07-08 00:50:04,364 - mmaction - INFO - Epoch [107][3120/3757] lr: 1.000e-03, eta: 2 days, 0:31:07, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0071, top1_acc: 0.6469, top5_acc: 0.8508, loss_cls: 1.4416, loss: 2.4487, grad_norm: 10.0903 2021-07-08 00:50:25,538 - mmaction - INFO - Epoch [107][3140/3757] lr: 1.000e-03, eta: 2 days, 0:30:45, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0121, top1_acc: 0.6625, top5_acc: 0.8422, loss_cls: 1.4206, loss: 2.4328, grad_norm: 9.7003 2021-07-08 00:50:46,729 - mmaction - INFO - Epoch [107][3160/3757] lr: 1.000e-03, eta: 2 days, 0:30:23, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0411, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5376, loss: 2.5787, grad_norm: 9.8649 2021-07-08 00:51:07,787 - mmaction - INFO - Epoch [107][3180/3757] lr: 1.000e-03, eta: 2 days, 0:30:02, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0407, top1_acc: 0.6336, top5_acc: 0.8242, loss_cls: 1.5535, loss: 2.5942, grad_norm: 9.7746 2021-07-08 00:51:29,946 - mmaction - INFO - Epoch [107][3200/3757] lr: 1.000e-03, eta: 2 days, 0:29:40, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 1.0273, top1_acc: 0.6273, top5_acc: 0.8273, loss_cls: 1.5370, loss: 2.5643, grad_norm: 9.7752 2021-07-08 00:51:51,165 - mmaction - INFO - Epoch [107][3220/3757] lr: 1.000e-03, eta: 2 days, 0:29:19, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.0555, top1_acc: 0.6312, top5_acc: 0.8164, loss_cls: 1.5776, loss: 2.6331, grad_norm: 9.7492 2021-07-08 00:52:12,365 - mmaction - INFO - Epoch [107][3240/3757] lr: 1.000e-03, eta: 2 days, 0:28:57, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4750, loss: 2.4765, grad_norm: 9.5879 2021-07-08 00:52:33,644 - mmaction - INFO - Epoch [107][3260/3757] lr: 1.000e-03, eta: 2 days, 0:28:35, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.4871, loss: 2.4936, grad_norm: 9.7710 2021-07-08 00:52:55,577 - mmaction - INFO - Epoch [107][3280/3757] lr: 1.000e-03, eta: 2 days, 0:28:14, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.0184, top1_acc: 0.6461, top5_acc: 0.8297, loss_cls: 1.5021, loss: 2.5205, grad_norm: 9.5497 2021-07-08 00:53:17,640 - mmaction - INFO - Epoch [107][3300/3757] lr: 1.000e-03, eta: 2 days, 0:27:53, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 0.9750, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4137, loss: 2.3887, grad_norm: 9.7411 2021-07-08 00:53:38,784 - mmaction - INFO - Epoch [107][3320/3757] lr: 1.000e-03, eta: 2 days, 0:27:31, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0366, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5351, loss: 2.5717, grad_norm: 9.8512 2021-07-08 00:54:00,036 - mmaction - INFO - Epoch [107][3340/3757] lr: 1.000e-03, eta: 2 days, 0:27:09, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0477, top1_acc: 0.6570, top5_acc: 0.8313, loss_cls: 1.5269, loss: 2.5747, grad_norm: 9.7257 2021-07-08 00:54:21,309 - mmaction - INFO - Epoch [107][3360/3757] lr: 1.000e-03, eta: 2 days, 0:26:48, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6562, top5_acc: 0.8320, loss_cls: 1.4737, loss: 2.4851, grad_norm: 9.5525 2021-07-08 00:54:42,478 - mmaction - INFO - Epoch [107][3380/3757] lr: 1.000e-03, eta: 2 days, 0:26:26, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9870, top1_acc: 0.6703, top5_acc: 0.8430, loss_cls: 1.4341, loss: 2.4211, grad_norm: 9.2725 2021-07-08 00:55:03,661 - mmaction - INFO - Epoch [107][3400/3757] lr: 1.000e-03, eta: 2 days, 0:26:04, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9987, top1_acc: 0.6375, top5_acc: 0.8164, loss_cls: 1.5079, loss: 2.5066, grad_norm: 9.4038 2021-07-08 00:55:24,827 - mmaction - INFO - Epoch [107][3420/3757] lr: 1.000e-03, eta: 2 days, 0:25:43, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6555, top5_acc: 0.8516, loss_cls: 1.4408, loss: 2.4568, grad_norm: 9.4731 2021-07-08 00:55:45,934 - mmaction - INFO - Epoch [107][3440/3757] lr: 1.000e-03, eta: 2 days, 0:25:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0230, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.5501, loss: 2.5730, grad_norm: 10.0510 2021-07-08 00:56:06,814 - mmaction - INFO - Epoch [107][3460/3757] lr: 1.000e-03, eta: 2 days, 0:24:59, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9921, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4395, loss: 2.4316, grad_norm: 9.2939 2021-07-08 00:56:28,274 - mmaction - INFO - Epoch [107][3480/3757] lr: 1.000e-03, eta: 2 days, 0:24:38, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6656, top5_acc: 0.8398, loss_cls: 1.4378, loss: 2.4289, grad_norm: 9.3332 2021-07-08 00:56:49,303 - mmaction - INFO - Epoch [107][3500/3757] lr: 1.000e-03, eta: 2 days, 0:24:16, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0401, top1_acc: 0.6250, top5_acc: 0.8180, loss_cls: 1.5951, loss: 2.6352, grad_norm: 10.0718 2021-07-08 00:57:11,129 - mmaction - INFO - Epoch [107][3520/3757] lr: 1.000e-03, eta: 2 days, 0:23:54, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 1.0025, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.4294, loss: 2.4319, grad_norm: 9.4104 2021-07-08 00:57:32,151 - mmaction - INFO - Epoch [107][3540/3757] lr: 1.000e-03, eta: 2 days, 0:23:33, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4542, loss: 2.4539, grad_norm: 9.6320 2021-07-08 00:57:54,353 - mmaction - INFO - Epoch [107][3560/3757] lr: 1.000e-03, eta: 2 days, 0:23:11, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4461, loss: 2.4434, grad_norm: 9.9188 2021-07-08 00:58:15,494 - mmaction - INFO - Epoch [107][3580/3757] lr: 1.000e-03, eta: 2 days, 0:22:50, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6633, top5_acc: 0.8469, loss_cls: 1.4471, loss: 2.4451, grad_norm: 9.7098 2021-07-08 00:58:36,432 - mmaction - INFO - Epoch [107][3600/3757] lr: 1.000e-03, eta: 2 days, 0:22:28, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 1.0462, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.5674, loss: 2.6136, grad_norm: 9.7234 2021-07-08 00:58:57,788 - mmaction - INFO - Epoch [107][3620/3757] lr: 1.000e-03, eta: 2 days, 0:22:06, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4709, loss: 2.4798, grad_norm: 9.7961 2021-07-08 00:59:19,227 - mmaction - INFO - Epoch [107][3640/3757] lr: 1.000e-03, eta: 2 days, 0:21:45, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.5039, loss: 2.5205, grad_norm: 9.7156 2021-07-08 00:59:40,836 - mmaction - INFO - Epoch [107][3660/3757] lr: 1.000e-03, eta: 2 days, 0:21:23, time: 1.080, data_time: 0.008, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6586, top5_acc: 0.8273, loss_cls: 1.4676, loss: 2.4861, grad_norm: 9.1834 2021-07-08 01:00:02,258 - mmaction - INFO - Epoch [107][3680/3757] lr: 1.000e-03, eta: 2 days, 0:21:02, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.0291, top1_acc: 0.6531, top5_acc: 0.8328, loss_cls: 1.4937, loss: 2.5229, grad_norm: 9.5341 2021-07-08 01:00:23,562 - mmaction - INFO - Epoch [107][3700/3757] lr: 1.000e-03, eta: 2 days, 0:20:40, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0559, top1_acc: 0.6352, top5_acc: 0.8477, loss_cls: 1.5142, loss: 2.5701, grad_norm: 9.8870 2021-07-08 01:00:44,736 - mmaction - INFO - Epoch [107][3720/3757] lr: 1.000e-03, eta: 2 days, 0:20:18, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9829, top1_acc: 0.6633, top5_acc: 0.8422, loss_cls: 1.4122, loss: 2.3950, grad_norm: 9.6992 2021-07-08 01:01:06,018 - mmaction - INFO - Epoch [107][3740/3757] lr: 1.000e-03, eta: 2 days, 0:19:57, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0250, top1_acc: 0.6477, top5_acc: 0.8219, loss_cls: 1.5048, loss: 2.5297, grad_norm: 9.6676 2021-07-08 01:01:24,503 - mmaction - INFO - Saving checkpoint at 107 epochs 2021-07-08 01:02:27,211 - mmaction - INFO - Epoch [108][20/3757] lr: 1.000e-03, eta: 2 days, 0:19:25, time: 3.059, data_time: 1.972, memory: 6921, loss_aux: 1.0461, top1_acc: 0.6414, top5_acc: 0.8227, loss_cls: 1.5500, loss: 2.5962, grad_norm: 9.7033 2021-07-08 01:02:48,390 - mmaction - INFO - Epoch [108][40/3757] lr: 1.000e-03, eta: 2 days, 0:19:04, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4292, loss: 2.4120, grad_norm: 9.5154 2021-07-08 01:03:09,605 - mmaction - INFO - Epoch [108][60/3757] lr: 1.000e-03, eta: 2 days, 0:18:42, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0244, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4897, loss: 2.5141, grad_norm: 9.8952 2021-07-08 01:03:30,958 - mmaction - INFO - Epoch [108][80/3757] lr: 1.000e-03, eta: 2 days, 0:18:20, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.4789, loss: 2.4915, grad_norm: 9.7909 2021-07-08 01:03:52,933 - mmaction - INFO - Epoch [108][100/3757] lr: 1.000e-03, eta: 2 days, 0:17:59, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.4399, loss: 2.4229, grad_norm: 9.6822 2021-07-08 01:04:14,432 - mmaction - INFO - Epoch [108][120/3757] lr: 1.000e-03, eta: 2 days, 0:17:38, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 0.9738, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.3960, loss: 2.3698, grad_norm: 9.4256 2021-07-08 01:04:35,691 - mmaction - INFO - Epoch [108][140/3757] lr: 1.000e-03, eta: 2 days, 0:17:16, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0195, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.5113, loss: 2.5307, grad_norm: 9.9410 2021-07-08 01:04:56,675 - mmaction - INFO - Epoch [108][160/3757] lr: 1.000e-03, eta: 2 days, 0:16:54, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3826, loss: 2.3480, grad_norm: 9.5909 2021-07-08 01:05:17,735 - mmaction - INFO - Epoch [108][180/3757] lr: 1.000e-03, eta: 2 days, 0:16:32, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9954, top1_acc: 0.6852, top5_acc: 0.8453, loss_cls: 1.3956, loss: 2.3910, grad_norm: 9.3271 2021-07-08 01:05:39,269 - mmaction - INFO - Epoch [108][200/3757] lr: 1.000e-03, eta: 2 days, 0:16:11, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 0.9719, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.4030, loss: 2.3749, grad_norm: 9.7502 2021-07-08 01:06:00,389 - mmaction - INFO - Epoch [108][220/3757] lr: 1.000e-03, eta: 2 days, 0:15:49, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0258, top1_acc: 0.6578, top5_acc: 0.8320, loss_cls: 1.4895, loss: 2.5153, grad_norm: 9.8558 2021-07-08 01:06:21,558 - mmaction - INFO - Epoch [108][240/3757] lr: 1.000e-03, eta: 2 days, 0:15:27, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0245, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.4821, loss: 2.5066, grad_norm: 9.8075 2021-07-08 01:06:42,598 - mmaction - INFO - Epoch [108][260/3757] lr: 1.000e-03, eta: 2 days, 0:15:06, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0151, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4396, loss: 2.4547, grad_norm: 9.5495 2021-07-08 01:07:04,344 - mmaction - INFO - Epoch [108][280/3757] lr: 1.000e-03, eta: 2 days, 0:14:44, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4065, loss: 2.3984, grad_norm: 9.8676 2021-07-08 01:07:25,658 - mmaction - INFO - Epoch [108][300/3757] lr: 1.000e-03, eta: 2 days, 0:14:23, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0306, top1_acc: 0.6500, top5_acc: 0.8508, loss_cls: 1.4826, loss: 2.5132, grad_norm: 9.9401 2021-07-08 01:07:46,623 - mmaction - INFO - Epoch [108][320/3757] lr: 1.000e-03, eta: 2 days, 0:14:01, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0650, top1_acc: 0.6320, top5_acc: 0.8195, loss_cls: 1.5799, loss: 2.6449, grad_norm: 10.1735 2021-07-08 01:08:07,846 - mmaction - INFO - Epoch [108][340/3757] lr: 1.000e-03, eta: 2 days, 0:13:39, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9903, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4371, loss: 2.4273, grad_norm: 9.4499 2021-07-08 01:08:28,968 - mmaction - INFO - Epoch [108][360/3757] lr: 1.000e-03, eta: 2 days, 0:13:17, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9999, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.4772, loss: 2.4772, grad_norm: 9.7394 2021-07-08 01:08:49,905 - mmaction - INFO - Epoch [108][380/3757] lr: 1.000e-03, eta: 2 days, 0:12:56, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.5197, loss: 2.5256, grad_norm: 9.8991 2021-07-08 01:09:10,969 - mmaction - INFO - Epoch [108][400/3757] lr: 1.000e-03, eta: 2 days, 0:12:34, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9712, top1_acc: 0.6680, top5_acc: 0.8578, loss_cls: 1.3921, loss: 2.3633, grad_norm: 9.6132 2021-07-08 01:09:33,842 - mmaction - INFO - Epoch [108][420/3757] lr: 1.000e-03, eta: 2 days, 0:12:13, time: 1.145, data_time: 0.109, memory: 6921, loss_aux: 1.0294, top1_acc: 0.6648, top5_acc: 0.8336, loss_cls: 1.5000, loss: 2.5294, grad_norm: 9.9192 2021-07-08 01:09:55,064 - mmaction - INFO - Epoch [108][440/3757] lr: 1.000e-03, eta: 2 days, 0:11:51, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0263, top1_acc: 0.6352, top5_acc: 0.8320, loss_cls: 1.4931, loss: 2.5194, grad_norm: 9.9106 2021-07-08 01:10:15,929 - mmaction - INFO - Epoch [108][460/3757] lr: 1.000e-03, eta: 2 days, 0:11:29, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9606, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3958, loss: 2.3564, grad_norm: 9.5752 2021-07-08 01:10:36,892 - mmaction - INFO - Epoch [108][480/3757] lr: 1.000e-03, eta: 2 days, 0:11:08, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9601, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4275, loss: 2.3876, grad_norm: 9.8597 2021-07-08 01:10:58,225 - mmaction - INFO - Epoch [108][500/3757] lr: 1.000e-03, eta: 2 days, 0:10:46, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0083, top1_acc: 0.6547, top5_acc: 0.8305, loss_cls: 1.4589, loss: 2.4672, grad_norm: 9.6240 2021-07-08 01:11:19,449 - mmaction - INFO - Epoch [108][520/3757] lr: 1.000e-03, eta: 2 days, 0:10:24, time: 1.063, data_time: 0.024, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4390, loss: 2.4483, grad_norm: 9.8177 2021-07-08 01:11:40,832 - mmaction - INFO - Epoch [108][540/3757] lr: 1.000e-03, eta: 2 days, 0:10:03, time: 1.068, data_time: 0.013, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4701, loss: 2.4866, grad_norm: 9.6869 2021-07-08 01:12:02,622 - mmaction - INFO - Epoch [108][560/3757] lr: 1.000e-03, eta: 2 days, 0:09:41, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.0201, top1_acc: 0.6484, top5_acc: 0.8367, loss_cls: 1.5046, loss: 2.5248, grad_norm: 9.8621 2021-07-08 01:12:23,626 - mmaction - INFO - Epoch [108][580/3757] lr: 1.000e-03, eta: 2 days, 0:09:20, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0197, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.5005, loss: 2.5203, grad_norm: 9.6311 2021-07-08 01:12:44,866 - mmaction - INFO - Epoch [108][600/3757] lr: 1.000e-03, eta: 2 days, 0:08:58, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6484, top5_acc: 0.8250, loss_cls: 1.4832, loss: 2.4938, grad_norm: 9.5112 2021-07-08 01:13:05,964 - mmaction - INFO - Epoch [108][620/3757] lr: 1.000e-03, eta: 2 days, 0:08:36, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0201, top1_acc: 0.6547, top5_acc: 0.8313, loss_cls: 1.5269, loss: 2.5470, grad_norm: 9.8581 2021-07-08 01:13:27,457 - mmaction - INFO - Epoch [108][640/3757] lr: 1.000e-03, eta: 2 days, 0:08:15, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9563, top1_acc: 0.6758, top5_acc: 0.8477, loss_cls: 1.3942, loss: 2.3506, grad_norm: 9.2062 2021-07-08 01:13:49,185 - mmaction - INFO - Epoch [108][660/3757] lr: 1.000e-03, eta: 2 days, 0:07:53, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 1.0235, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.4774, loss: 2.5009, grad_norm: 9.8117 2021-07-08 01:14:11,241 - mmaction - INFO - Epoch [108][680/3757] lr: 1.000e-03, eta: 2 days, 0:07:32, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 1.0530, top1_acc: 0.6492, top5_acc: 0.8297, loss_cls: 1.5088, loss: 2.5618, grad_norm: 9.8860 2021-07-08 01:14:32,265 - mmaction - INFO - Epoch [108][700/3757] lr: 1.000e-03, eta: 2 days, 0:07:10, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9901, top1_acc: 0.6359, top5_acc: 0.8336, loss_cls: 1.4652, loss: 2.4553, grad_norm: 9.5066 2021-07-08 01:14:53,554 - mmaction - INFO - Epoch [108][720/3757] lr: 1.000e-03, eta: 2 days, 0:06:48, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0431, top1_acc: 0.6508, top5_acc: 0.8297, loss_cls: 1.4981, loss: 2.5412, grad_norm: 9.6456 2021-07-08 01:15:14,681 - mmaction - INFO - Epoch [108][740/3757] lr: 1.000e-03, eta: 2 days, 0:06:27, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0085, top1_acc: 0.6609, top5_acc: 0.8336, loss_cls: 1.4429, loss: 2.4515, grad_norm: 9.6006 2021-07-08 01:15:35,753 - mmaction - INFO - Epoch [108][760/3757] lr: 1.000e-03, eta: 2 days, 0:06:05, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0036, top1_acc: 0.6500, top5_acc: 0.8336, loss_cls: 1.4911, loss: 2.4947, grad_norm: 9.8304 2021-07-08 01:15:57,199 - mmaction - INFO - Epoch [108][780/3757] lr: 1.000e-03, eta: 2 days, 0:05:43, time: 1.073, data_time: 0.038, memory: 6921, loss_aux: 0.9833, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4042, loss: 2.3874, grad_norm: 9.5079 2021-07-08 01:16:18,305 - mmaction - INFO - Epoch [108][800/3757] lr: 1.000e-03, eta: 2 days, 0:05:22, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 0.9805, top1_acc: 0.6711, top5_acc: 0.8508, loss_cls: 1.3732, loss: 2.3536, grad_norm: 9.6608 2021-07-08 01:16:39,414 - mmaction - INFO - Epoch [108][820/3757] lr: 1.000e-03, eta: 2 days, 0:05:00, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9832, top1_acc: 0.6461, top5_acc: 0.8492, loss_cls: 1.4459, loss: 2.4291, grad_norm: 9.4853 2021-07-08 01:17:00,742 - mmaction - INFO - Epoch [108][840/3757] lr: 1.000e-03, eta: 2 days, 0:04:38, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0273, top1_acc: 0.6383, top5_acc: 0.8328, loss_cls: 1.4917, loss: 2.5190, grad_norm: 9.8392 2021-07-08 01:17:21,916 - mmaction - INFO - Epoch [108][860/3757] lr: 1.000e-03, eta: 2 days, 0:04:17, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9829, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3988, loss: 2.3818, grad_norm: 9.7416 2021-07-08 01:17:43,162 - mmaction - INFO - Epoch [108][880/3757] lr: 1.000e-03, eta: 2 days, 0:03:55, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6648, top5_acc: 0.8406, loss_cls: 1.4453, loss: 2.4598, grad_norm: 9.5918 2021-07-08 01:18:04,411 - mmaction - INFO - Epoch [108][900/3757] lr: 1.000e-03, eta: 2 days, 0:03:33, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4233, loss: 2.4054, grad_norm: 9.6721 2021-07-08 01:18:25,616 - mmaction - INFO - Epoch [108][920/3757] lr: 1.000e-03, eta: 2 days, 0:03:12, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9796, top1_acc: 0.6742, top5_acc: 0.8414, loss_cls: 1.4143, loss: 2.3939, grad_norm: 9.6057 2021-07-08 01:18:46,815 - mmaction - INFO - Epoch [108][940/3757] lr: 1.000e-03, eta: 2 days, 0:02:50, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0075, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4259, loss: 2.4334, grad_norm: 9.9659 2021-07-08 01:19:08,050 - mmaction - INFO - Epoch [108][960/3757] lr: 1.000e-03, eta: 2 days, 0:02:28, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4323, loss: 2.4303, grad_norm: 9.7653 2021-07-08 01:19:29,289 - mmaction - INFO - Epoch [108][980/3757] lr: 1.000e-03, eta: 2 days, 0:02:07, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.0603, top1_acc: 0.6352, top5_acc: 0.8273, loss_cls: 1.5242, loss: 2.5845, grad_norm: 9.7262 2021-07-08 01:19:50,740 - mmaction - INFO - Epoch [108][1000/3757] lr: 1.000e-03, eta: 2 days, 0:01:45, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0038, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4761, loss: 2.4799, grad_norm: 9.7506 2021-07-08 01:20:11,791 - mmaction - INFO - Epoch [108][1020/3757] lr: 1.000e-03, eta: 2 days, 0:01:23, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6562, top5_acc: 0.8359, loss_cls: 1.4740, loss: 2.4853, grad_norm: 9.5774 2021-07-08 01:20:33,014 - mmaction - INFO - Epoch [108][1040/3757] lr: 1.000e-03, eta: 2 days, 0:01:02, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4370, loss: 2.4309, grad_norm: 9.5568 2021-07-08 01:20:54,193 - mmaction - INFO - Epoch [108][1060/3757] lr: 1.000e-03, eta: 2 days, 0:00:40, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0479, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5495, loss: 2.5974, grad_norm: 9.6709 2021-07-08 01:21:15,367 - mmaction - INFO - Epoch [108][1080/3757] lr: 1.000e-03, eta: 2 days, 0:00:18, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6492, top5_acc: 0.8539, loss_cls: 1.4162, loss: 2.4323, grad_norm: 9.6959 2021-07-08 01:21:38,012 - mmaction - INFO - Epoch [108][1100/3757] lr: 1.000e-03, eta: 1 day, 23:59:57, time: 1.135, data_time: 0.005, memory: 6921, loss_aux: 1.0067, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4614, loss: 2.4681, grad_norm: 9.8554 2021-07-08 01:21:59,165 - mmaction - INFO - Epoch [108][1120/3757] lr: 1.000e-03, eta: 1 day, 23:59:36, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9448, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3772, loss: 2.3220, grad_norm: 9.7523 2021-07-08 01:22:20,461 - mmaction - INFO - Epoch [108][1140/3757] lr: 1.000e-03, eta: 1 day, 23:59:14, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6516, top5_acc: 0.8305, loss_cls: 1.4841, loss: 2.5159, grad_norm: 9.5929 2021-07-08 01:22:41,471 - mmaction - INFO - Epoch [108][1160/3757] lr: 1.000e-03, eta: 1 day, 23:58:52, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9986, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4595, loss: 2.4581, grad_norm: 9.5862 2021-07-08 01:23:02,927 - mmaction - INFO - Epoch [108][1180/3757] lr: 1.000e-03, eta: 1 day, 23:58:31, time: 1.072, data_time: 0.007, memory: 6921, loss_aux: 1.0100, top1_acc: 0.6391, top5_acc: 0.8273, loss_cls: 1.5236, loss: 2.5336, grad_norm: 9.6692 2021-07-08 01:23:24,056 - mmaction - INFO - Epoch [108][1200/3757] lr: 1.000e-03, eta: 1 day, 23:58:09, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9930, top1_acc: 0.6602, top5_acc: 0.8398, loss_cls: 1.4248, loss: 2.4178, grad_norm: 9.8194 2021-07-08 01:23:45,157 - mmaction - INFO - Epoch [108][1220/3757] lr: 1.000e-03, eta: 1 day, 23:57:47, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9885, top1_acc: 0.6555, top5_acc: 0.8336, loss_cls: 1.4390, loss: 2.4274, grad_norm: 9.5328 2021-07-08 01:24:06,287 - mmaction - INFO - Epoch [108][1240/3757] lr: 1.000e-03, eta: 1 day, 23:57:26, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0013, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.4532, loss: 2.4545, grad_norm: 9.7769 2021-07-08 01:24:27,496 - mmaction - INFO - Epoch [108][1260/3757] lr: 1.000e-03, eta: 1 day, 23:57:04, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0457, top1_acc: 0.6359, top5_acc: 0.8469, loss_cls: 1.4950, loss: 2.5407, grad_norm: 9.9175 2021-07-08 01:24:48,681 - mmaction - INFO - Epoch [108][1280/3757] lr: 1.000e-03, eta: 1 day, 23:56:42, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9632, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.3812, loss: 2.3444, grad_norm: 9.5872 2021-07-08 01:25:10,008 - mmaction - INFO - Epoch [108][1300/3757] lr: 1.000e-03, eta: 1 day, 23:56:21, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6398, top5_acc: 0.8375, loss_cls: 1.4966, loss: 2.4940, grad_norm: 9.8360 2021-07-08 01:25:31,448 - mmaction - INFO - Epoch [108][1320/3757] lr: 1.000e-03, eta: 1 day, 23:55:59, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9786, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4677, loss: 2.4463, grad_norm: 9.8202 2021-07-08 01:25:52,936 - mmaction - INFO - Epoch [108][1340/3757] lr: 1.000e-03, eta: 1 day, 23:55:37, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6727, top5_acc: 0.8352, loss_cls: 1.4012, loss: 2.3986, grad_norm: 9.4726 2021-07-08 01:26:14,128 - mmaction - INFO - Epoch [108][1360/3757] lr: 1.000e-03, eta: 1 day, 23:55:16, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9714, top1_acc: 0.6641, top5_acc: 0.8352, loss_cls: 1.4161, loss: 2.3875, grad_norm: 9.5261 2021-07-08 01:26:35,263 - mmaction - INFO - Epoch [108][1380/3757] lr: 1.000e-03, eta: 1 day, 23:54:54, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 0.9971, top1_acc: 0.6469, top5_acc: 0.8266, loss_cls: 1.4949, loss: 2.4920, grad_norm: 9.7208 2021-07-08 01:26:56,808 - mmaction - INFO - Epoch [108][1400/3757] lr: 1.000e-03, eta: 1 day, 23:54:33, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4343, loss: 2.4332, grad_norm: 10.1543 2021-07-08 01:27:17,943 - mmaction - INFO - Epoch [108][1420/3757] lr: 1.000e-03, eta: 1 day, 23:54:11, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0335, top1_acc: 0.6578, top5_acc: 0.8297, loss_cls: 1.4702, loss: 2.5036, grad_norm: 9.9175 2021-07-08 01:27:39,175 - mmaction - INFO - Epoch [108][1440/3757] lr: 1.000e-03, eta: 1 day, 23:53:49, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4797, loss: 2.5039, grad_norm: 9.8795 2021-07-08 01:28:01,663 - mmaction - INFO - Epoch [108][1460/3757] lr: 1.000e-03, eta: 1 day, 23:53:28, time: 1.124, data_time: 0.002, memory: 6921, loss_aux: 1.0319, top1_acc: 0.6492, top5_acc: 0.8352, loss_cls: 1.5258, loss: 2.5578, grad_norm: 9.7752 2021-07-08 01:28:22,742 - mmaction - INFO - Epoch [108][1480/3757] lr: 1.000e-03, eta: 1 day, 23:53:06, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0184, top1_acc: 0.6523, top5_acc: 0.8234, loss_cls: 1.5209, loss: 2.5393, grad_norm: 9.8572 2021-07-08 01:28:44,229 - mmaction - INFO - Epoch [108][1500/3757] lr: 1.000e-03, eta: 1 day, 23:52:45, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4206, loss: 2.4117, grad_norm: 9.7649 2021-07-08 01:29:05,221 - mmaction - INFO - Epoch [108][1520/3757] lr: 1.000e-03, eta: 1 day, 23:52:23, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.4256, loss: 2.4155, grad_norm: 9.4433 2021-07-08 01:29:26,206 - mmaction - INFO - Epoch [108][1540/3757] lr: 1.000e-03, eta: 1 day, 23:52:01, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0448, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.5304, loss: 2.5752, grad_norm: 9.8274 2021-07-08 01:29:47,306 - mmaction - INFO - Epoch [108][1560/3757] lr: 1.000e-03, eta: 1 day, 23:51:40, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0057, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4623, loss: 2.4680, grad_norm: 9.5804 2021-07-08 01:30:08,454 - mmaction - INFO - Epoch [108][1580/3757] lr: 1.000e-03, eta: 1 day, 23:51:18, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0039, top1_acc: 0.6680, top5_acc: 0.8398, loss_cls: 1.4414, loss: 2.4453, grad_norm: 9.6226 2021-07-08 01:30:29,670 - mmaction - INFO - Epoch [108][1600/3757] lr: 1.000e-03, eta: 1 day, 23:50:56, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9824, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4409, loss: 2.4234, grad_norm: 9.7981 2021-07-08 01:30:50,644 - mmaction - INFO - Epoch [108][1620/3757] lr: 1.000e-03, eta: 1 day, 23:50:34, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0092, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4364, loss: 2.4455, grad_norm: 10.0497 2021-07-08 01:31:11,833 - mmaction - INFO - Epoch [108][1640/3757] lr: 1.000e-03, eta: 1 day, 23:50:13, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4562, loss: 2.4175, grad_norm: 9.8204 2021-07-08 01:31:33,050 - mmaction - INFO - Epoch [108][1660/3757] lr: 1.000e-03, eta: 1 day, 23:49:51, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4449, loss: 2.4577, grad_norm: 9.7503 2021-07-08 01:31:54,199 - mmaction - INFO - Epoch [108][1680/3757] lr: 1.000e-03, eta: 1 day, 23:49:29, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.4223, loss: 2.4061, grad_norm: 9.5217 2021-07-08 01:32:15,758 - mmaction - INFO - Epoch [108][1700/3757] lr: 1.000e-03, eta: 1 day, 23:49:08, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.0333, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4708, loss: 2.5040, grad_norm: 9.8705 2021-07-08 01:32:37,016 - mmaction - INFO - Epoch [108][1720/3757] lr: 1.000e-03, eta: 1 day, 23:48:46, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9390, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.3755, loss: 2.3145, grad_norm: 9.5089 2021-07-08 01:32:58,026 - mmaction - INFO - Epoch [108][1740/3757] lr: 1.000e-03, eta: 1 day, 23:48:24, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0467, top1_acc: 0.6391, top5_acc: 0.8258, loss_cls: 1.5540, loss: 2.6007, grad_norm: 9.8301 2021-07-08 01:33:19,596 - mmaction - INFO - Epoch [108][1760/3757] lr: 1.000e-03, eta: 1 day, 23:48:03, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6586, top5_acc: 0.8289, loss_cls: 1.4738, loss: 2.4829, grad_norm: 9.6996 2021-07-08 01:33:40,616 - mmaction - INFO - Epoch [108][1780/3757] lr: 1.000e-03, eta: 1 day, 23:47:41, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0434, top1_acc: 0.6375, top5_acc: 0.8258, loss_cls: 1.5359, loss: 2.5793, grad_norm: 9.6543 2021-07-08 01:34:02,505 - mmaction - INFO - Epoch [108][1800/3757] lr: 1.000e-03, eta: 1 day, 23:47:20, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 0.9992, top1_acc: 0.6531, top5_acc: 0.8336, loss_cls: 1.4564, loss: 2.4556, grad_norm: 9.7378 2021-07-08 01:34:23,687 - mmaction - INFO - Epoch [108][1820/3757] lr: 1.000e-03, eta: 1 day, 23:46:58, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0068, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4694, loss: 2.4762, grad_norm: 9.9749 2021-07-08 01:34:44,677 - mmaction - INFO - Epoch [108][1840/3757] lr: 1.000e-03, eta: 1 day, 23:46:36, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4868, loss: 2.5015, grad_norm: 9.9663 2021-07-08 01:35:06,190 - mmaction - INFO - Epoch [108][1860/3757] lr: 1.000e-03, eta: 1 day, 23:46:15, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6305, top5_acc: 0.8414, loss_cls: 1.4781, loss: 2.4811, grad_norm: 10.0300 2021-07-08 01:35:27,096 - mmaction - INFO - Epoch [108][1880/3757] lr: 1.000e-03, eta: 1 day, 23:45:53, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6203, top5_acc: 0.8242, loss_cls: 1.5622, loss: 2.5925, grad_norm: 10.0244 2021-07-08 01:35:49,330 - mmaction - INFO - Epoch [108][1900/3757] lr: 1.000e-03, eta: 1 day, 23:45:32, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4330, loss: 2.4239, grad_norm: 9.3528 2021-07-08 01:36:10,474 - mmaction - INFO - Epoch [108][1920/3757] lr: 1.000e-03, eta: 1 day, 23:45:10, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9737, top1_acc: 0.6742, top5_acc: 0.8477, loss_cls: 1.3722, loss: 2.3459, grad_norm: 9.4180 2021-07-08 01:36:31,567 - mmaction - INFO - Epoch [108][1940/3757] lr: 1.000e-03, eta: 1 day, 23:44:48, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0622, top1_acc: 0.6281, top5_acc: 0.8234, loss_cls: 1.5731, loss: 2.6353, grad_norm: 10.1365 2021-07-08 01:36:52,577 - mmaction - INFO - Epoch [108][1960/3757] lr: 1.000e-03, eta: 1 day, 23:44:27, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0328, top1_acc: 0.6625, top5_acc: 0.8344, loss_cls: 1.4587, loss: 2.4915, grad_norm: 9.9461 2021-07-08 01:37:13,493 - mmaction - INFO - Epoch [108][1980/3757] lr: 1.000e-03, eta: 1 day, 23:44:05, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 0.9851, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4427, loss: 2.4277, grad_norm: 9.6309 2021-07-08 01:37:34,582 - mmaction - INFO - Epoch [108][2000/3757] lr: 1.000e-03, eta: 1 day, 23:43:43, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4261, loss: 2.4096, grad_norm: 9.8448 2021-07-08 01:37:55,675 - mmaction - INFO - Epoch [108][2020/3757] lr: 1.000e-03, eta: 1 day, 23:43:21, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6734, top5_acc: 0.8547, loss_cls: 1.3691, loss: 2.3336, grad_norm: 9.4582 2021-07-08 01:38:16,914 - mmaction - INFO - Epoch [108][2040/3757] lr: 1.000e-03, eta: 1 day, 23:43:00, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.0314, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4578, loss: 2.4891, grad_norm: 9.8129 2021-07-08 01:38:38,181 - mmaction - INFO - Epoch [108][2060/3757] lr: 1.000e-03, eta: 1 day, 23:42:38, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4048, loss: 2.3919, grad_norm: 9.7915 2021-07-08 01:38:59,292 - mmaction - INFO - Epoch [108][2080/3757] lr: 1.000e-03, eta: 1 day, 23:42:16, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0163, top1_acc: 0.6391, top5_acc: 0.8281, loss_cls: 1.4868, loss: 2.5031, grad_norm: 9.8413 2021-07-08 01:39:20,340 - mmaction - INFO - Epoch [108][2100/3757] lr: 1.000e-03, eta: 1 day, 23:41:55, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.0097, top1_acc: 0.6438, top5_acc: 0.8500, loss_cls: 1.4625, loss: 2.4722, grad_norm: 9.8891 2021-07-08 01:39:41,537 - mmaction - INFO - Epoch [108][2120/3757] lr: 1.000e-03, eta: 1 day, 23:41:33, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6516, top5_acc: 0.8477, loss_cls: 1.4510, loss: 2.4520, grad_norm: 9.7462 2021-07-08 01:40:02,565 - mmaction - INFO - Epoch [108][2140/3757] lr: 1.000e-03, eta: 1 day, 23:41:11, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6578, top5_acc: 0.8656, loss_cls: 1.4005, loss: 2.3625, grad_norm: 9.8025 2021-07-08 01:40:23,572 - mmaction - INFO - Epoch [108][2160/3757] lr: 1.000e-03, eta: 1 day, 23:40:49, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9675, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4099, loss: 2.3774, grad_norm: 9.7198 2021-07-08 01:40:44,749 - mmaction - INFO - Epoch [108][2180/3757] lr: 1.000e-03, eta: 1 day, 23:40:28, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.4049, loss: 2.3877, grad_norm: 9.7445 2021-07-08 01:41:06,895 - mmaction - INFO - Epoch [108][2200/3757] lr: 1.000e-03, eta: 1 day, 23:40:06, time: 1.110, data_time: 0.071, memory: 6921, loss_aux: 1.0462, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.5470, loss: 2.5932, grad_norm: 10.0456 2021-07-08 01:41:28,045 - mmaction - INFO - Epoch [108][2220/3757] lr: 1.000e-03, eta: 1 day, 23:39:45, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9827, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4390, loss: 2.4217, grad_norm: 9.6939 2021-07-08 01:41:49,265 - mmaction - INFO - Epoch [108][2240/3757] lr: 1.000e-03, eta: 1 day, 23:39:23, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9429, top1_acc: 0.6805, top5_acc: 0.8531, loss_cls: 1.3619, loss: 2.3048, grad_norm: 9.3577 2021-07-08 01:42:11,106 - mmaction - INFO - Epoch [108][2260/3757] lr: 1.000e-03, eta: 1 day, 23:39:02, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 0.9723, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3564, loss: 2.3287, grad_norm: 9.6241 2021-07-08 01:42:32,171 - mmaction - INFO - Epoch [108][2280/3757] lr: 1.000e-03, eta: 1 day, 23:38:40, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9966, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.4752, loss: 2.4719, grad_norm: 9.6540 2021-07-08 01:42:53,370 - mmaction - INFO - Epoch [108][2300/3757] lr: 1.000e-03, eta: 1 day, 23:38:18, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4346, loss: 2.4139, grad_norm: 9.6462 2021-07-08 01:43:14,481 - mmaction - INFO - Epoch [108][2320/3757] lr: 1.000e-03, eta: 1 day, 23:37:57, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.4647, loss: 2.4620, grad_norm: 9.8325 2021-07-08 01:43:35,664 - mmaction - INFO - Epoch [108][2340/3757] lr: 1.000e-03, eta: 1 day, 23:37:35, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4259, loss: 2.4074, grad_norm: 9.8746 2021-07-08 01:43:56,876 - mmaction - INFO - Epoch [108][2360/3757] lr: 1.000e-03, eta: 1 day, 23:37:13, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4286, loss: 2.4178, grad_norm: 9.5384 2021-07-08 01:44:18,046 - mmaction - INFO - Epoch [108][2380/3757] lr: 1.000e-03, eta: 1 day, 23:36:52, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4128, loss: 2.3932, grad_norm: 9.4125 2021-07-08 01:44:39,311 - mmaction - INFO - Epoch [108][2400/3757] lr: 1.000e-03, eta: 1 day, 23:36:30, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0233, top1_acc: 0.6414, top5_acc: 0.8516, loss_cls: 1.5113, loss: 2.5346, grad_norm: 9.8528 2021-07-08 01:45:00,326 - mmaction - INFO - Epoch [108][2420/3757] lr: 1.000e-03, eta: 1 day, 23:36:08, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6453, top5_acc: 0.8484, loss_cls: 1.4487, loss: 2.4388, grad_norm: 9.5470 2021-07-08 01:45:21,836 - mmaction - INFO - Epoch [108][2440/3757] lr: 1.000e-03, eta: 1 day, 23:35:47, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6508, top5_acc: 0.8203, loss_cls: 1.5143, loss: 2.5279, grad_norm: 9.6685 2021-07-08 01:45:43,551 - mmaction - INFO - Epoch [108][2460/3757] lr: 1.000e-03, eta: 1 day, 23:35:25, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0112, top1_acc: 0.6758, top5_acc: 0.8508, loss_cls: 1.3988, loss: 2.4100, grad_norm: 9.4437 2021-07-08 01:46:04,563 - mmaction - INFO - Epoch [108][2480/3757] lr: 1.000e-03, eta: 1 day, 23:35:03, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4371, loss: 2.4474, grad_norm: 9.7218 2021-07-08 01:46:25,861 - mmaction - INFO - Epoch [108][2500/3757] lr: 1.000e-03, eta: 1 day, 23:34:42, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9586, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3641, loss: 2.3227, grad_norm: 9.5930 2021-07-08 01:46:47,004 - mmaction - INFO - Epoch [108][2520/3757] lr: 1.000e-03, eta: 1 day, 23:34:20, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9508, top1_acc: 0.6766, top5_acc: 0.8484, loss_cls: 1.3720, loss: 2.3228, grad_norm: 9.5231 2021-07-08 01:47:08,117 - mmaction - INFO - Epoch [108][2540/3757] lr: 1.000e-03, eta: 1 day, 23:33:58, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9907, top1_acc: 0.6516, top5_acc: 0.8305, loss_cls: 1.4628, loss: 2.4535, grad_norm: 9.5394 2021-07-08 01:47:29,115 - mmaction - INFO - Epoch [108][2560/3757] lr: 1.000e-03, eta: 1 day, 23:33:37, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6727, top5_acc: 0.8438, loss_cls: 1.3637, loss: 2.3325, grad_norm: 9.3766 2021-07-08 01:47:50,519 - mmaction - INFO - Epoch [108][2580/3757] lr: 1.000e-03, eta: 1 day, 23:33:15, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0545, top1_acc: 0.6398, top5_acc: 0.8219, loss_cls: 1.5619, loss: 2.6164, grad_norm: 9.9972 2021-07-08 01:48:11,585 - mmaction - INFO - Epoch [108][2600/3757] lr: 1.000e-03, eta: 1 day, 23:32:53, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.4835, loss: 2.4809, grad_norm: 10.0047 2021-07-08 01:48:33,641 - mmaction - INFO - Epoch [108][2620/3757] lr: 1.000e-03, eta: 1 day, 23:32:32, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4311, loss: 2.4308, grad_norm: 9.7026 2021-07-08 01:48:54,786 - mmaction - INFO - Epoch [108][2640/3757] lr: 1.000e-03, eta: 1 day, 23:32:10, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6469, top5_acc: 0.8445, loss_cls: 1.4302, loss: 2.4143, grad_norm: 9.5216 2021-07-08 01:49:16,139 - mmaction - INFO - Epoch [108][2660/3757] lr: 1.000e-03, eta: 1 day, 23:31:49, time: 1.069, data_time: 0.006, memory: 6921, loss_aux: 1.0280, top1_acc: 0.6320, top5_acc: 0.8148, loss_cls: 1.5690, loss: 2.5970, grad_norm: 9.9371 2021-07-08 01:49:37,488 - mmaction - INFO - Epoch [108][2680/3757] lr: 1.000e-03, eta: 1 day, 23:31:27, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 0.9689, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4291, loss: 2.3981, grad_norm: 9.5025 2021-07-08 01:49:58,972 - mmaction - INFO - Epoch [108][2700/3757] lr: 1.000e-03, eta: 1 day, 23:31:06, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0123, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.5091, loss: 2.5214, grad_norm: 9.7933 2021-07-08 01:50:20,093 - mmaction - INFO - Epoch [108][2720/3757] lr: 1.000e-03, eta: 1 day, 23:30:44, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0206, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5307, loss: 2.5513, grad_norm: 9.9787 2021-07-08 01:50:41,113 - mmaction - INFO - Epoch [108][2740/3757] lr: 1.000e-03, eta: 1 day, 23:30:22, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0420, top1_acc: 0.6602, top5_acc: 0.8258, loss_cls: 1.5033, loss: 2.5453, grad_norm: 9.6638 2021-07-08 01:51:02,383 - mmaction - INFO - Epoch [108][2760/3757] lr: 1.000e-03, eta: 1 day, 23:30:00, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4269, loss: 2.4076, grad_norm: 9.7168 2021-07-08 01:51:23,501 - mmaction - INFO - Epoch [108][2780/3757] lr: 1.000e-03, eta: 1 day, 23:29:39, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9669, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3785, loss: 2.3454, grad_norm: 9.5035 2021-07-08 01:51:44,676 - mmaction - INFO - Epoch [108][2800/3757] lr: 1.000e-03, eta: 1 day, 23:29:17, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0415, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.5366, loss: 2.5781, grad_norm: 9.8658 2021-07-08 01:52:05,978 - mmaction - INFO - Epoch [108][2820/3757] lr: 1.000e-03, eta: 1 day, 23:28:55, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9940, top1_acc: 0.6508, top5_acc: 0.8305, loss_cls: 1.4891, loss: 2.4831, grad_norm: 9.6983 2021-07-08 01:52:27,218 - mmaction - INFO - Epoch [108][2840/3757] lr: 1.000e-03, eta: 1 day, 23:28:34, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9901, top1_acc: 0.6641, top5_acc: 0.8391, loss_cls: 1.4285, loss: 2.4185, grad_norm: 9.5916 2021-07-08 01:52:48,523 - mmaction - INFO - Epoch [108][2860/3757] lr: 1.000e-03, eta: 1 day, 23:28:12, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0254, top1_acc: 0.6484, top5_acc: 0.8453, loss_cls: 1.4561, loss: 2.4815, grad_norm: 9.7950 2021-07-08 01:53:09,784 - mmaction - INFO - Epoch [108][2880/3757] lr: 1.000e-03, eta: 1 day, 23:27:50, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6531, top5_acc: 0.8234, loss_cls: 1.4430, loss: 2.4151, grad_norm: 9.9052 2021-07-08 01:53:30,909 - mmaction - INFO - Epoch [108][2900/3757] lr: 1.000e-03, eta: 1 day, 23:27:29, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0184, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4764, loss: 2.4948, grad_norm: 10.0581 2021-07-08 01:53:52,857 - mmaction - INFO - Epoch [108][2920/3757] lr: 1.000e-03, eta: 1 day, 23:27:07, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3967, loss: 2.3915, grad_norm: 9.4858 2021-07-08 01:54:14,133 - mmaction - INFO - Epoch [108][2940/3757] lr: 1.000e-03, eta: 1 day, 23:26:46, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9445, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3365, loss: 2.2809, grad_norm: 9.5530 2021-07-08 01:54:35,406 - mmaction - INFO - Epoch [108][2960/3757] lr: 1.000e-03, eta: 1 day, 23:26:24, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0001, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4218, loss: 2.4219, grad_norm: 9.7237 2021-07-08 01:54:56,625 - mmaction - INFO - Epoch [108][2980/3757] lr: 1.000e-03, eta: 1 day, 23:26:02, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9777, top1_acc: 0.6523, top5_acc: 0.8523, loss_cls: 1.4183, loss: 2.3960, grad_norm: 9.7184 2021-07-08 01:55:17,541 - mmaction - INFO - Epoch [108][3000/3757] lr: 1.000e-03, eta: 1 day, 23:25:41, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0236, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.4731, loss: 2.4967, grad_norm: 9.9197 2021-07-08 01:55:38,842 - mmaction - INFO - Epoch [108][3020/3757] lr: 1.000e-03, eta: 1 day, 23:25:19, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9903, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.4386, loss: 2.4289, grad_norm: 9.7148 2021-07-08 01:56:00,216 - mmaction - INFO - Epoch [108][3040/3757] lr: 1.000e-03, eta: 1 day, 23:24:57, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4417, loss: 2.4355, grad_norm: 9.9786 2021-07-08 01:56:21,695 - mmaction - INFO - Epoch [108][3060/3757] lr: 1.000e-03, eta: 1 day, 23:24:36, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4479, loss: 2.4623, grad_norm: 10.3974 2021-07-08 01:56:42,764 - mmaction - INFO - Epoch [108][3080/3757] lr: 1.000e-03, eta: 1 day, 23:24:14, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4281, loss: 2.4235, grad_norm: 9.9228 2021-07-08 01:57:04,115 - mmaction - INFO - Epoch [108][3100/3757] lr: 1.000e-03, eta: 1 day, 23:23:53, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 0.9742, top1_acc: 0.6500, top5_acc: 0.8430, loss_cls: 1.4324, loss: 2.4066, grad_norm: 9.6236 2021-07-08 01:57:25,411 - mmaction - INFO - Epoch [108][3120/3757] lr: 1.000e-03, eta: 1 day, 23:23:31, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9751, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.4122, loss: 2.3873, grad_norm: 9.7505 2021-07-08 01:57:47,491 - mmaction - INFO - Epoch [108][3140/3757] lr: 1.000e-03, eta: 1 day, 23:23:10, time: 1.104, data_time: 0.001, memory: 6921, loss_aux: 1.0574, top1_acc: 0.6297, top5_acc: 0.8313, loss_cls: 1.5337, loss: 2.5911, grad_norm: 10.1788 2021-07-08 01:58:08,695 - mmaction - INFO - Epoch [108][3160/3757] lr: 1.000e-03, eta: 1 day, 23:22:48, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9781, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4151, loss: 2.3932, grad_norm: 9.6884 2021-07-08 01:58:29,765 - mmaction - INFO - Epoch [108][3180/3757] lr: 1.000e-03, eta: 1 day, 23:22:26, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0562, top1_acc: 0.6289, top5_acc: 0.8203, loss_cls: 1.5802, loss: 2.6364, grad_norm: 10.2219 2021-07-08 01:58:51,502 - mmaction - INFO - Epoch [108][3200/3757] lr: 1.000e-03, eta: 1 day, 23:22:05, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 1.0157, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.4958, loss: 2.5114, grad_norm: 9.9628 2021-07-08 01:59:12,400 - mmaction - INFO - Epoch [108][3220/3757] lr: 1.000e-03, eta: 1 day, 23:21:43, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4651, loss: 2.4588, grad_norm: 9.7024 2021-07-08 01:59:33,804 - mmaction - INFO - Epoch [108][3240/3757] lr: 1.000e-03, eta: 1 day, 23:21:21, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0177, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4833, loss: 2.5010, grad_norm: 10.0162 2021-07-08 01:59:55,044 - mmaction - INFO - Epoch [108][3260/3757] lr: 1.000e-03, eta: 1 day, 23:21:00, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6570, top5_acc: 0.8344, loss_cls: 1.4600, loss: 2.4608, grad_norm: 9.7671 2021-07-08 02:00:16,476 - mmaction - INFO - Epoch [108][3280/3757] lr: 1.000e-03, eta: 1 day, 23:20:38, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6469, top5_acc: 0.8305, loss_cls: 1.4892, loss: 2.5074, grad_norm: 9.8804 2021-07-08 02:00:38,429 - mmaction - INFO - Epoch [108][3300/3757] lr: 1.000e-03, eta: 1 day, 23:20:17, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4456, loss: 2.4444, grad_norm: 9.7829 2021-07-08 02:00:59,452 - mmaction - INFO - Epoch [108][3320/3757] lr: 1.000e-03, eta: 1 day, 23:19:55, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9845, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.4075, loss: 2.3920, grad_norm: 9.6025 2021-07-08 02:01:20,760 - mmaction - INFO - Epoch [108][3340/3757] lr: 1.000e-03, eta: 1 day, 23:19:33, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0333, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.5214, loss: 2.5547, grad_norm: 9.8477 2021-07-08 02:01:41,630 - mmaction - INFO - Epoch [108][3360/3757] lr: 1.000e-03, eta: 1 day, 23:19:12, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.0375, top1_acc: 0.6312, top5_acc: 0.8414, loss_cls: 1.5331, loss: 2.5706, grad_norm: 10.1778 2021-07-08 02:02:02,916 - mmaction - INFO - Epoch [108][3380/3757] lr: 1.000e-03, eta: 1 day, 23:18:50, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6742, top5_acc: 0.8375, loss_cls: 1.3829, loss: 2.3614, grad_norm: 9.4470 2021-07-08 02:02:24,067 - mmaction - INFO - Epoch [108][3400/3757] lr: 1.000e-03, eta: 1 day, 23:18:28, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9716, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3863, loss: 2.3579, grad_norm: 9.5226 2021-07-08 02:02:45,171 - mmaction - INFO - Epoch [108][3420/3757] lr: 1.000e-03, eta: 1 day, 23:18:07, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0098, top1_acc: 0.6562, top5_acc: 0.8211, loss_cls: 1.4598, loss: 2.4696, grad_norm: 9.7938 2021-07-08 02:03:06,627 - mmaction - INFO - Epoch [108][3440/3757] lr: 1.000e-03, eta: 1 day, 23:17:45, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6352, top5_acc: 0.8234, loss_cls: 1.5858, loss: 2.6214, grad_norm: 9.9740 2021-07-08 02:03:27,575 - mmaction - INFO - Epoch [108][3460/3757] lr: 1.000e-03, eta: 1 day, 23:17:23, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.4667, loss: 2.4813, grad_norm: 9.9286 2021-07-08 02:03:49,155 - mmaction - INFO - Epoch [108][3480/3757] lr: 1.000e-03, eta: 1 day, 23:17:02, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 0.9801, top1_acc: 0.6687, top5_acc: 0.8422, loss_cls: 1.4426, loss: 2.4226, grad_norm: 9.7265 2021-07-08 02:04:10,626 - mmaction - INFO - Epoch [108][3500/3757] lr: 1.000e-03, eta: 1 day, 23:16:40, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.0248, top1_acc: 0.6414, top5_acc: 0.8234, loss_cls: 1.5316, loss: 2.5565, grad_norm: 9.6529 2021-07-08 02:04:32,109 - mmaction - INFO - Epoch [108][3520/3757] lr: 1.000e-03, eta: 1 day, 23:16:19, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0054, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4612, loss: 2.4666, grad_norm: 9.6560 2021-07-08 02:04:53,166 - mmaction - INFO - Epoch [108][3540/3757] lr: 1.000e-03, eta: 1 day, 23:15:57, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6414, top5_acc: 0.8422, loss_cls: 1.4831, loss: 2.5033, grad_norm: 10.2822 2021-07-08 02:05:14,700 - mmaction - INFO - Epoch [108][3560/3757] lr: 1.000e-03, eta: 1 day, 23:15:35, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.0020, top1_acc: 0.6453, top5_acc: 0.8438, loss_cls: 1.4546, loss: 2.4565, grad_norm: 9.7776 2021-07-08 02:05:35,889 - mmaction - INFO - Epoch [108][3580/3757] lr: 1.000e-03, eta: 1 day, 23:15:14, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.4931, loss: 2.5069, grad_norm: 9.8358 2021-07-08 02:05:57,138 - mmaction - INFO - Epoch [108][3600/3757] lr: 1.000e-03, eta: 1 day, 23:14:52, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9674, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3816, loss: 2.3490, grad_norm: 9.5859 2021-07-08 02:06:18,490 - mmaction - INFO - Epoch [108][3620/3757] lr: 1.000e-03, eta: 1 day, 23:14:30, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9950, top1_acc: 0.6508, top5_acc: 0.8562, loss_cls: 1.4387, loss: 2.4337, grad_norm: 10.0111 2021-07-08 02:06:39,698 - mmaction - INFO - Epoch [108][3640/3757] lr: 1.000e-03, eta: 1 day, 23:14:09, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9699, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.4013, loss: 2.3711, grad_norm: 9.7644 2021-07-08 02:07:01,296 - mmaction - INFO - Epoch [108][3660/3757] lr: 1.000e-03, eta: 1 day, 23:13:47, time: 1.080, data_time: 0.038, memory: 6921, loss_aux: 1.0364, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4848, loss: 2.5213, grad_norm: 9.8572 2021-07-08 02:07:22,343 - mmaction - INFO - Epoch [108][3680/3757] lr: 1.000e-03, eta: 1 day, 23:13:25, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6625, top5_acc: 0.8367, loss_cls: 1.4739, loss: 2.4775, grad_norm: 9.8323 2021-07-08 02:07:43,707 - mmaction - INFO - Epoch [108][3700/3757] lr: 1.000e-03, eta: 1 day, 23:13:04, time: 1.068, data_time: 0.013, memory: 6921, loss_aux: 1.0446, top1_acc: 0.6320, top5_acc: 0.8336, loss_cls: 1.5147, loss: 2.5593, grad_norm: 10.0547 2021-07-08 02:08:05,291 - mmaction - INFO - Epoch [108][3720/3757] lr: 1.000e-03, eta: 1 day, 23:12:42, time: 1.080, data_time: 0.030, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6398, top5_acc: 0.8227, loss_cls: 1.5169, loss: 2.5297, grad_norm: 10.0613 2021-07-08 02:08:26,362 - mmaction - INFO - Epoch [108][3740/3757] lr: 1.000e-03, eta: 1 day, 23:12:21, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0553, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5414, loss: 2.5967, grad_norm: 10.2520 2021-07-08 02:08:45,186 - mmaction - INFO - Saving checkpoint at 108 epochs 2021-07-08 02:09:47,612 - mmaction - INFO - Epoch [109][20/3757] lr: 1.000e-03, eta: 1 day, 23:11:49, time: 3.043, data_time: 1.964, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.4723, loss: 2.4828, grad_norm: 10.0279 2021-07-08 02:10:08,777 - mmaction - INFO - Epoch [109][40/3757] lr: 1.000e-03, eta: 1 day, 23:11:27, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6492, top5_acc: 0.8500, loss_cls: 1.4299, loss: 2.4109, grad_norm: 10.0043 2021-07-08 02:10:29,818 - mmaction - INFO - Epoch [109][60/3757] lr: 1.000e-03, eta: 1 day, 23:11:06, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9928, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4540, loss: 2.4469, grad_norm: 9.7860 2021-07-08 02:10:50,644 - mmaction - INFO - Epoch [109][80/3757] lr: 1.000e-03, eta: 1 day, 23:10:44, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6734, top5_acc: 0.8438, loss_cls: 1.4085, loss: 2.3865, grad_norm: 9.4434 2021-07-08 02:11:12,350 - mmaction - INFO - Epoch [109][100/3757] lr: 1.000e-03, eta: 1 day, 23:10:22, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9981, top1_acc: 0.6641, top5_acc: 0.8336, loss_cls: 1.4736, loss: 2.4717, grad_norm: 9.7594 2021-07-08 02:11:33,485 - mmaction - INFO - Epoch [109][120/3757] lr: 1.000e-03, eta: 1 day, 23:10:01, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9523, top1_acc: 0.6781, top5_acc: 0.8477, loss_cls: 1.3589, loss: 2.3112, grad_norm: 9.6382 2021-07-08 02:11:54,553 - mmaction - INFO - Epoch [109][140/3757] lr: 1.000e-03, eta: 1 day, 23:09:39, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9379, top1_acc: 0.6797, top5_acc: 0.8484, loss_cls: 1.3452, loss: 2.2831, grad_norm: 9.3834 2021-07-08 02:12:15,473 - mmaction - INFO - Epoch [109][160/3757] lr: 1.000e-03, eta: 1 day, 23:09:17, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.0190, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4604, loss: 2.4793, grad_norm: 9.7693 2021-07-08 02:12:36,565 - mmaction - INFO - Epoch [109][180/3757] lr: 1.000e-03, eta: 1 day, 23:08:55, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 0.9669, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3929, loss: 2.3598, grad_norm: 9.3102 2021-07-08 02:12:57,820 - mmaction - INFO - Epoch [109][200/3757] lr: 1.000e-03, eta: 1 day, 23:08:34, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.4008, loss: 2.3902, grad_norm: 9.6213 2021-07-08 02:13:19,276 - mmaction - INFO - Epoch [109][220/3757] lr: 1.000e-03, eta: 1 day, 23:08:12, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0557, top1_acc: 0.6195, top5_acc: 0.8242, loss_cls: 1.6054, loss: 2.6610, grad_norm: 10.1244 2021-07-08 02:13:40,763 - mmaction - INFO - Epoch [109][240/3757] lr: 1.000e-03, eta: 1 day, 23:07:51, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9693, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.3743, loss: 2.3436, grad_norm: 9.4793 2021-07-08 02:14:01,900 - mmaction - INFO - Epoch [109][260/3757] lr: 1.000e-03, eta: 1 day, 23:07:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3981, loss: 2.3919, grad_norm: 9.9167 2021-07-08 02:14:22,845 - mmaction - INFO - Epoch [109][280/3757] lr: 1.000e-03, eta: 1 day, 23:07:07, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0047, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4576, loss: 2.4623, grad_norm: 9.8943 2021-07-08 02:14:43,657 - mmaction - INFO - Epoch [109][300/3757] lr: 1.000e-03, eta: 1 day, 23:06:45, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 0.9804, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3944, loss: 2.3748, grad_norm: 9.6796 2021-07-08 02:15:05,494 - mmaction - INFO - Epoch [109][320/3757] lr: 1.000e-03, eta: 1 day, 23:06:24, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6656, top5_acc: 0.8352, loss_cls: 1.4405, loss: 2.4494, grad_norm: 9.7974 2021-07-08 02:15:26,669 - mmaction - INFO - Epoch [109][340/3757] lr: 1.000e-03, eta: 1 day, 23:06:02, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0052, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4270, loss: 2.4322, grad_norm: 10.1050 2021-07-08 02:15:47,715 - mmaction - INFO - Epoch [109][360/3757] lr: 1.000e-03, eta: 1 day, 23:05:40, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.4129, loss: 2.4058, grad_norm: 9.6795 2021-07-08 02:16:09,590 - mmaction - INFO - Epoch [109][380/3757] lr: 1.000e-03, eta: 1 day, 23:05:19, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.0404, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.5197, loss: 2.5600, grad_norm: 10.0287 2021-07-08 02:16:30,567 - mmaction - INFO - Epoch [109][400/3757] lr: 1.000e-03, eta: 1 day, 23:04:57, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9655, top1_acc: 0.6703, top5_acc: 0.8430, loss_cls: 1.4105, loss: 2.3761, grad_norm: 9.4259 2021-07-08 02:16:51,983 - mmaction - INFO - Epoch [109][420/3757] lr: 1.000e-03, eta: 1 day, 23:04:36, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6492, top5_acc: 0.8328, loss_cls: 1.4820, loss: 2.5120, grad_norm: 9.9436 2021-07-08 02:17:13,447 - mmaction - INFO - Epoch [109][440/3757] lr: 1.000e-03, eta: 1 day, 23:04:14, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3836, loss: 2.3711, grad_norm: 9.8172 2021-07-08 02:17:34,440 - mmaction - INFO - Epoch [109][460/3757] lr: 1.000e-03, eta: 1 day, 23:03:52, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9986, top1_acc: 0.6727, top5_acc: 0.8273, loss_cls: 1.4367, loss: 2.4353, grad_norm: 9.7147 2021-07-08 02:17:55,680 - mmaction - INFO - Epoch [109][480/3757] lr: 1.000e-03, eta: 1 day, 23:03:31, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4354, loss: 2.4156, grad_norm: 9.6594 2021-07-08 02:18:17,004 - mmaction - INFO - Epoch [109][500/3757] lr: 1.000e-03, eta: 1 day, 23:03:09, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9783, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4433, loss: 2.4216, grad_norm: 9.6767 2021-07-08 02:18:38,198 - mmaction - INFO - Epoch [109][520/3757] lr: 1.000e-03, eta: 1 day, 23:02:47, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0332, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4453, loss: 2.4786, grad_norm: 9.8906 2021-07-08 02:18:59,123 - mmaction - INFO - Epoch [109][540/3757] lr: 1.000e-03, eta: 1 day, 23:02:26, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6594, top5_acc: 0.8516, loss_cls: 1.4262, loss: 2.4033, grad_norm: 9.5659 2021-07-08 02:19:20,069 - mmaction - INFO - Epoch [109][560/3757] lr: 1.000e-03, eta: 1 day, 23:02:04, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0102, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.5000, loss: 2.5101, grad_norm: 9.9514 2021-07-08 02:19:41,076 - mmaction - INFO - Epoch [109][580/3757] lr: 1.000e-03, eta: 1 day, 23:01:42, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0068, top1_acc: 0.6547, top5_acc: 0.8336, loss_cls: 1.4613, loss: 2.4682, grad_norm: 9.6746 2021-07-08 02:20:02,230 - mmaction - INFO - Epoch [109][600/3757] lr: 1.000e-03, eta: 1 day, 23:01:20, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4535, loss: 2.4483, grad_norm: 9.6750 2021-07-08 02:20:23,703 - mmaction - INFO - Epoch [109][620/3757] lr: 1.000e-03, eta: 1 day, 23:00:59, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6430, top5_acc: 0.8320, loss_cls: 1.4978, loss: 2.5248, grad_norm: 9.9308 2021-07-08 02:20:45,757 - mmaction - INFO - Epoch [109][640/3757] lr: 1.000e-03, eta: 1 day, 23:00:38, time: 1.101, data_time: 0.055, memory: 6921, loss_aux: 0.9970, top1_acc: 0.6789, top5_acc: 0.8453, loss_cls: 1.4129, loss: 2.4098, grad_norm: 9.5232 2021-07-08 02:21:06,842 - mmaction - INFO - Epoch [109][660/3757] lr: 1.000e-03, eta: 1 day, 23:00:16, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0170, top1_acc: 0.6359, top5_acc: 0.8430, loss_cls: 1.4644, loss: 2.4814, grad_norm: 9.7265 2021-07-08 02:21:28,077 - mmaction - INFO - Epoch [109][680/3757] lr: 1.000e-03, eta: 1 day, 22:59:54, time: 1.063, data_time: 0.020, memory: 6921, loss_aux: 0.9823, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4142, loss: 2.3965, grad_norm: 9.2754 2021-07-08 02:21:49,747 - mmaction - INFO - Epoch [109][700/3757] lr: 1.000e-03, eta: 1 day, 22:59:33, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.0332, top1_acc: 0.6328, top5_acc: 0.8211, loss_cls: 1.5341, loss: 2.5673, grad_norm: 9.8735 2021-07-08 02:22:11,131 - mmaction - INFO - Epoch [109][720/3757] lr: 1.000e-03, eta: 1 day, 22:59:11, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0027, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.4188, loss: 2.4215, grad_norm: 9.4082 2021-07-08 02:22:32,311 - mmaction - INFO - Epoch [109][740/3757] lr: 1.000e-03, eta: 1 day, 22:58:49, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9843, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4350, loss: 2.4193, grad_norm: 10.1555 2021-07-08 02:22:53,429 - mmaction - INFO - Epoch [109][760/3757] lr: 1.000e-03, eta: 1 day, 22:58:28, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4591, loss: 2.4695, grad_norm: 9.8312 2021-07-08 02:23:14,415 - mmaction - INFO - Epoch [109][780/3757] lr: 1.000e-03, eta: 1 day, 22:58:06, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4556, loss: 2.4750, grad_norm: 9.7607 2021-07-08 02:23:35,665 - mmaction - INFO - Epoch [109][800/3757] lr: 1.000e-03, eta: 1 day, 22:57:44, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9837, top1_acc: 0.6750, top5_acc: 0.8430, loss_cls: 1.4078, loss: 2.3914, grad_norm: 9.8156 2021-07-08 02:23:56,658 - mmaction - INFO - Epoch [109][820/3757] lr: 1.000e-03, eta: 1 day, 22:57:23, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.5037, loss: 2.5192, grad_norm: 9.9928 2021-07-08 02:24:17,829 - mmaction - INFO - Epoch [109][840/3757] lr: 1.000e-03, eta: 1 day, 22:57:01, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0283, top1_acc: 0.6539, top5_acc: 0.8430, loss_cls: 1.4480, loss: 2.4763, grad_norm: 9.9792 2021-07-08 02:24:38,970 - mmaction - INFO - Epoch [109][860/3757] lr: 1.000e-03, eta: 1 day, 22:56:39, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6656, top5_acc: 0.8398, loss_cls: 1.4468, loss: 2.4089, grad_norm: 9.5908 2021-07-08 02:25:00,125 - mmaction - INFO - Epoch [109][880/3757] lr: 1.000e-03, eta: 1 day, 22:56:18, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0135, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4563, loss: 2.4698, grad_norm: 9.7921 2021-07-08 02:25:21,289 - mmaction - INFO - Epoch [109][900/3757] lr: 1.000e-03, eta: 1 day, 22:55:56, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6523, top5_acc: 0.8305, loss_cls: 1.5092, loss: 2.5198, grad_norm: 9.8960 2021-07-08 02:25:42,335 - mmaction - INFO - Epoch [109][920/3757] lr: 1.000e-03, eta: 1 day, 22:55:34, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.4298, loss: 2.4335, grad_norm: 9.8232 2021-07-08 02:26:03,845 - mmaction - INFO - Epoch [109][940/3757] lr: 1.000e-03, eta: 1 day, 22:55:13, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4085, loss: 2.3878, grad_norm: 9.3459 2021-07-08 02:26:25,862 - mmaction - INFO - Epoch [109][960/3757] lr: 1.000e-03, eta: 1 day, 22:54:51, time: 1.103, data_time: 0.076, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3848, loss: 2.3475, grad_norm: 9.8585 2021-07-08 02:26:46,863 - mmaction - INFO - Epoch [109][980/3757] lr: 1.000e-03, eta: 1 day, 22:54:29, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0456, top1_acc: 0.6227, top5_acc: 0.8414, loss_cls: 1.5182, loss: 2.5638, grad_norm: 10.0427 2021-07-08 02:27:07,984 - mmaction - INFO - Epoch [109][1000/3757] lr: 1.000e-03, eta: 1 day, 22:54:08, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4742, loss: 2.5012, grad_norm: 9.7765 2021-07-08 02:27:29,059 - mmaction - INFO - Epoch [109][1020/3757] lr: 1.000e-03, eta: 1 day, 22:53:46, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0041, top1_acc: 0.6414, top5_acc: 0.8414, loss_cls: 1.5056, loss: 2.5097, grad_norm: 9.8744 2021-07-08 02:27:50,073 - mmaction - INFO - Epoch [109][1040/3757] lr: 1.000e-03, eta: 1 day, 22:53:24, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9770, top1_acc: 0.6523, top5_acc: 0.8344, loss_cls: 1.4257, loss: 2.4026, grad_norm: 9.8618 2021-07-08 02:28:11,173 - mmaction - INFO - Epoch [109][1060/3757] lr: 1.000e-03, eta: 1 day, 22:53:03, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0521, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.5141, loss: 2.5662, grad_norm: 10.0417 2021-07-08 02:28:32,518 - mmaction - INFO - Epoch [109][1080/3757] lr: 1.000e-03, eta: 1 day, 22:52:41, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9861, top1_acc: 0.6656, top5_acc: 0.8398, loss_cls: 1.4389, loss: 2.4249, grad_norm: 9.5284 2021-07-08 02:28:53,547 - mmaction - INFO - Epoch [109][1100/3757] lr: 1.000e-03, eta: 1 day, 22:52:19, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6758, top5_acc: 0.8445, loss_cls: 1.3939, loss: 2.3719, grad_norm: 9.8390 2021-07-08 02:29:14,707 - mmaction - INFO - Epoch [109][1120/3757] lr: 1.000e-03, eta: 1 day, 22:51:58, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4520, loss: 2.4340, grad_norm: 9.8966 2021-07-08 02:29:36,476 - mmaction - INFO - Epoch [109][1140/3757] lr: 1.000e-03, eta: 1 day, 22:51:36, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.0235, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.5101, loss: 2.5336, grad_norm: 9.8069 2021-07-08 02:29:58,054 - mmaction - INFO - Epoch [109][1160/3757] lr: 1.000e-03, eta: 1 day, 22:51:15, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4233, loss: 2.4250, grad_norm: 9.6820 2021-07-08 02:30:19,138 - mmaction - INFO - Epoch [109][1180/3757] lr: 1.000e-03, eta: 1 day, 22:50:53, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0613, top1_acc: 0.6344, top5_acc: 0.8203, loss_cls: 1.5633, loss: 2.6246, grad_norm: 10.0481 2021-07-08 02:30:40,348 - mmaction - INFO - Epoch [109][1200/3757] lr: 1.000e-03, eta: 1 day, 22:50:31, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9965, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.5093, loss: 2.5058, grad_norm: 9.8352 2021-07-08 02:31:01,805 - mmaction - INFO - Epoch [109][1220/3757] lr: 1.000e-03, eta: 1 day, 22:50:10, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3935, loss: 2.3742, grad_norm: 9.8034 2021-07-08 02:31:23,146 - mmaction - INFO - Epoch [109][1240/3757] lr: 1.000e-03, eta: 1 day, 22:49:48, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4198, loss: 2.4130, grad_norm: 9.6765 2021-07-08 02:31:44,231 - mmaction - INFO - Epoch [109][1260/3757] lr: 1.000e-03, eta: 1 day, 22:49:26, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 0.9408, top1_acc: 0.6687, top5_acc: 0.8555, loss_cls: 1.3859, loss: 2.3267, grad_norm: 9.8741 2021-07-08 02:32:05,504 - mmaction - INFO - Epoch [109][1280/3757] lr: 1.000e-03, eta: 1 day, 22:49:05, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9521, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.3643, loss: 2.3164, grad_norm: 9.4254 2021-07-08 02:32:27,040 - mmaction - INFO - Epoch [109][1300/3757] lr: 1.000e-03, eta: 1 day, 22:48:43, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 0.9824, top1_acc: 0.6617, top5_acc: 0.8406, loss_cls: 1.4472, loss: 2.4296, grad_norm: 9.7284 2021-07-08 02:32:48,281 - mmaction - INFO - Epoch [109][1320/3757] lr: 1.000e-03, eta: 1 day, 22:48:22, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0327, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4463, loss: 2.4790, grad_norm: 9.8765 2021-07-08 02:33:09,420 - mmaction - INFO - Epoch [109][1340/3757] lr: 1.000e-03, eta: 1 day, 22:48:00, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0276, top1_acc: 0.6336, top5_acc: 0.8219, loss_cls: 1.5751, loss: 2.6027, grad_norm: 9.7267 2021-07-08 02:33:31,242 - mmaction - INFO - Epoch [109][1360/3757] lr: 1.000e-03, eta: 1 day, 22:47:38, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.0287, top1_acc: 0.6406, top5_acc: 0.8555, loss_cls: 1.4626, loss: 2.4913, grad_norm: 10.2383 2021-07-08 02:33:52,170 - mmaction - INFO - Epoch [109][1380/3757] lr: 1.000e-03, eta: 1 day, 22:47:17, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.5229, loss: 2.5566, grad_norm: 10.2237 2021-07-08 02:34:13,403 - mmaction - INFO - Epoch [109][1400/3757] lr: 1.000e-03, eta: 1 day, 22:46:55, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.4037, loss: 2.4169, grad_norm: 9.5974 2021-07-08 02:34:34,361 - mmaction - INFO - Epoch [109][1420/3757] lr: 1.000e-03, eta: 1 day, 22:46:33, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9877, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4138, loss: 2.4015, grad_norm: 9.6672 2021-07-08 02:34:56,944 - mmaction - INFO - Epoch [109][1440/3757] lr: 1.000e-03, eta: 1 day, 22:46:12, time: 1.128, data_time: 0.002, memory: 6921, loss_aux: 1.0039, top1_acc: 0.6375, top5_acc: 0.8445, loss_cls: 1.4638, loss: 2.4677, grad_norm: 9.8441 2021-07-08 02:35:18,208 - mmaction - INFO - Epoch [109][1460/3757] lr: 1.000e-03, eta: 1 day, 22:45:50, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9993, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4723, loss: 2.4716, grad_norm: 9.8576 2021-07-08 02:35:39,359 - mmaction - INFO - Epoch [109][1480/3757] lr: 1.000e-03, eta: 1 day, 22:45:29, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0412, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.5237, loss: 2.5649, grad_norm: 10.1010 2021-07-08 02:36:00,627 - mmaction - INFO - Epoch [109][1500/3757] lr: 1.000e-03, eta: 1 day, 22:45:07, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6531, top5_acc: 0.8281, loss_cls: 1.4896, loss: 2.5369, grad_norm: 9.9394 2021-07-08 02:36:21,887 - mmaction - INFO - Epoch [109][1520/3757] lr: 1.000e-03, eta: 1 day, 22:44:45, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0685, top1_acc: 0.6258, top5_acc: 0.8195, loss_cls: 1.6307, loss: 2.6992, grad_norm: 10.0462 2021-07-08 02:36:43,310 - mmaction - INFO - Epoch [109][1540/3757] lr: 1.000e-03, eta: 1 day, 22:44:24, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0141, top1_acc: 0.6609, top5_acc: 0.8273, loss_cls: 1.4707, loss: 2.4847, grad_norm: 9.5385 2021-07-08 02:37:04,488 - mmaction - INFO - Epoch [109][1560/3757] lr: 1.000e-03, eta: 1 day, 22:44:02, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6484, top5_acc: 0.8375, loss_cls: 1.4383, loss: 2.4196, grad_norm: 10.0233 2021-07-08 02:37:26,403 - mmaction - INFO - Epoch [109][1580/3757] lr: 1.000e-03, eta: 1 day, 22:43:41, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 0.9735, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.4079, loss: 2.3813, grad_norm: 9.6196 2021-07-08 02:37:47,516 - mmaction - INFO - Epoch [109][1600/3757] lr: 1.000e-03, eta: 1 day, 22:43:19, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6523, top5_acc: 0.8234, loss_cls: 1.4854, loss: 2.4941, grad_norm: 9.7884 2021-07-08 02:38:08,684 - mmaction - INFO - Epoch [109][1620/3757] lr: 1.000e-03, eta: 1 day, 22:42:57, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9949, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4289, loss: 2.4238, grad_norm: 9.8913 2021-07-08 02:38:29,883 - mmaction - INFO - Epoch [109][1640/3757] lr: 1.000e-03, eta: 1 day, 22:42:36, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.3819, loss: 2.3758, grad_norm: 9.7713 2021-07-08 02:38:51,087 - mmaction - INFO - Epoch [109][1660/3757] lr: 1.000e-03, eta: 1 day, 22:42:14, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0385, top1_acc: 0.6453, top5_acc: 0.8367, loss_cls: 1.4748, loss: 2.5133, grad_norm: 10.1145 2021-07-08 02:39:12,330 - mmaction - INFO - Epoch [109][1680/3757] lr: 1.000e-03, eta: 1 day, 22:41:52, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0022, top1_acc: 0.6617, top5_acc: 0.8367, loss_cls: 1.4027, loss: 2.4049, grad_norm: 9.6126 2021-07-08 02:39:33,503 - mmaction - INFO - Epoch [109][1700/3757] lr: 1.000e-03, eta: 1 day, 22:41:31, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0317, top1_acc: 0.6398, top5_acc: 0.8219, loss_cls: 1.5342, loss: 2.5660, grad_norm: 9.9834 2021-07-08 02:39:55,353 - mmaction - INFO - Epoch [109][1720/3757] lr: 1.000e-03, eta: 1 day, 22:41:09, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.0141, top1_acc: 0.6414, top5_acc: 0.8539, loss_cls: 1.4523, loss: 2.4664, grad_norm: 9.9840 2021-07-08 02:40:16,334 - mmaction - INFO - Epoch [109][1740/3757] lr: 1.000e-03, eta: 1 day, 22:40:48, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0243, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5146, loss: 2.5389, grad_norm: 9.9548 2021-07-08 02:40:37,357 - mmaction - INFO - Epoch [109][1760/3757] lr: 1.000e-03, eta: 1 day, 22:40:26, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9844, top1_acc: 0.6516, top5_acc: 0.8320, loss_cls: 1.4653, loss: 2.4497, grad_norm: 9.8627 2021-07-08 02:40:58,559 - mmaction - INFO - Epoch [109][1780/3757] lr: 1.000e-03, eta: 1 day, 22:40:04, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0186, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5187, loss: 2.5373, grad_norm: 9.9492 2021-07-08 02:41:20,050 - mmaction - INFO - Epoch [109][1800/3757] lr: 1.000e-03, eta: 1 day, 22:39:43, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4303, loss: 2.4113, grad_norm: 9.6501 2021-07-08 02:41:41,283 - mmaction - INFO - Epoch [109][1820/3757] lr: 1.000e-03, eta: 1 day, 22:39:21, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0391, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.5032, loss: 2.5424, grad_norm: 9.9719 2021-07-08 02:42:03,206 - mmaction - INFO - Epoch [109][1840/3757] lr: 1.000e-03, eta: 1 day, 22:39:00, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6453, top5_acc: 0.8305, loss_cls: 1.4833, loss: 2.5189, grad_norm: 10.0220 2021-07-08 02:42:25,051 - mmaction - INFO - Epoch [109][1860/3757] lr: 1.000e-03, eta: 1 day, 22:38:38, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.5178, loss: 2.5404, grad_norm: 10.0314 2021-07-08 02:42:46,225 - mmaction - INFO - Epoch [109][1880/3757] lr: 1.000e-03, eta: 1 day, 22:38:17, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0398, top1_acc: 0.6297, top5_acc: 0.8211, loss_cls: 1.5809, loss: 2.6207, grad_norm: 10.0536 2021-07-08 02:43:07,231 - mmaction - INFO - Epoch [109][1900/3757] lr: 1.000e-03, eta: 1 day, 22:37:55, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9991, top1_acc: 0.6789, top5_acc: 0.8453, loss_cls: 1.4233, loss: 2.4225, grad_norm: 9.6986 2021-07-08 02:43:28,318 - mmaction - INFO - Epoch [109][1920/3757] lr: 1.000e-03, eta: 1 day, 22:37:33, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9880, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4370, loss: 2.4250, grad_norm: 9.7286 2021-07-08 02:43:49,333 - mmaction - INFO - Epoch [109][1940/3757] lr: 1.000e-03, eta: 1 day, 22:37:11, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0470, top1_acc: 0.6531, top5_acc: 0.8305, loss_cls: 1.5183, loss: 2.5653, grad_norm: 9.7943 2021-07-08 02:44:11,470 - mmaction - INFO - Epoch [109][1960/3757] lr: 1.000e-03, eta: 1 day, 22:36:50, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.0048, top1_acc: 0.6523, top5_acc: 0.8594, loss_cls: 1.4500, loss: 2.4548, grad_norm: 9.9102 2021-07-08 02:44:32,685 - mmaction - INFO - Epoch [109][1980/3757] lr: 1.000e-03, eta: 1 day, 22:36:28, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.4683, loss: 2.4955, grad_norm: 9.5722 2021-07-08 02:44:53,775 - mmaction - INFO - Epoch [109][2000/3757] lr: 1.000e-03, eta: 1 day, 22:36:07, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9958, top1_acc: 0.6633, top5_acc: 0.8320, loss_cls: 1.4841, loss: 2.4799, grad_norm: 9.7636 2021-07-08 02:45:15,003 - mmaction - INFO - Epoch [109][2020/3757] lr: 1.000e-03, eta: 1 day, 22:35:45, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0218, top1_acc: 0.6648, top5_acc: 0.8344, loss_cls: 1.4782, loss: 2.5000, grad_norm: 9.6383 2021-07-08 02:45:36,140 - mmaction - INFO - Epoch [109][2040/3757] lr: 1.000e-03, eta: 1 day, 22:35:23, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0619, top1_acc: 0.6352, top5_acc: 0.8367, loss_cls: 1.5337, loss: 2.5956, grad_norm: 10.3610 2021-07-08 02:45:57,449 - mmaction - INFO - Epoch [109][2060/3757] lr: 1.000e-03, eta: 1 day, 22:35:02, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6492, top5_acc: 0.8531, loss_cls: 1.4512, loss: 2.4673, grad_norm: 10.1404 2021-07-08 02:46:19,169 - mmaction - INFO - Epoch [109][2080/3757] lr: 1.000e-03, eta: 1 day, 22:34:40, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9707, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.3765, loss: 2.3473, grad_norm: 9.7137 2021-07-08 02:46:41,376 - mmaction - INFO - Epoch [109][2100/3757] lr: 1.000e-03, eta: 1 day, 22:34:19, time: 1.110, data_time: 0.001, memory: 6921, loss_aux: 0.9990, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4870, loss: 2.4860, grad_norm: 9.9643 2021-07-08 02:47:02,401 - mmaction - INFO - Epoch [109][2120/3757] lr: 1.000e-03, eta: 1 day, 22:33:57, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0434, top1_acc: 0.6266, top5_acc: 0.8195, loss_cls: 1.5566, loss: 2.6001, grad_norm: 9.8661 2021-07-08 02:47:23,382 - mmaction - INFO - Epoch [109][2140/3757] lr: 1.000e-03, eta: 1 day, 22:33:35, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9942, top1_acc: 0.6430, top5_acc: 0.8469, loss_cls: 1.4523, loss: 2.4465, grad_norm: 9.9156 2021-07-08 02:47:44,527 - mmaction - INFO - Epoch [109][2160/3757] lr: 1.000e-03, eta: 1 day, 22:33:14, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.4168, loss: 2.4040, grad_norm: 9.6317 2021-07-08 02:48:06,724 - mmaction - INFO - Epoch [109][2180/3757] lr: 1.000e-03, eta: 1 day, 22:32:52, time: 1.111, data_time: 0.005, memory: 6921, loss_aux: 0.9740, top1_acc: 0.6609, top5_acc: 0.8383, loss_cls: 1.4650, loss: 2.4390, grad_norm: 9.7521 2021-07-08 02:48:27,703 - mmaction - INFO - Epoch [109][2200/3757] lr: 1.000e-03, eta: 1 day, 22:32:31, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0273, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.5029, loss: 2.5302, grad_norm: 10.0463 2021-07-08 02:48:48,882 - mmaction - INFO - Epoch [109][2220/3757] lr: 1.000e-03, eta: 1 day, 22:32:09, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 1.0176, top1_acc: 0.6453, top5_acc: 0.8234, loss_cls: 1.4921, loss: 2.5097, grad_norm: 9.8220 2021-07-08 02:49:10,164 - mmaction - INFO - Epoch [109][2240/3757] lr: 1.000e-03, eta: 1 day, 22:31:47, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6602, top5_acc: 0.8391, loss_cls: 1.4398, loss: 2.4327, grad_norm: 9.8058 2021-07-08 02:49:31,331 - mmaction - INFO - Epoch [109][2260/3757] lr: 1.000e-03, eta: 1 day, 22:31:26, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0275, top1_acc: 0.6367, top5_acc: 0.8328, loss_cls: 1.4753, loss: 2.5028, grad_norm: 9.8344 2021-07-08 02:49:52,571 - mmaction - INFO - Epoch [109][2280/3757] lr: 1.000e-03, eta: 1 day, 22:31:04, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6414, top5_acc: 0.8281, loss_cls: 1.4928, loss: 2.5252, grad_norm: 9.8281 2021-07-08 02:50:14,272 - mmaction - INFO - Epoch [109][2300/3757] lr: 1.000e-03, eta: 1 day, 22:30:43, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.0169, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4912, loss: 2.5081, grad_norm: 9.7214 2021-07-08 02:50:35,197 - mmaction - INFO - Epoch [109][2320/3757] lr: 1.000e-03, eta: 1 day, 22:30:21, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9617, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3654, loss: 2.3270, grad_norm: 9.5665 2021-07-08 02:50:56,846 - mmaction - INFO - Epoch [109][2340/3757] lr: 1.000e-03, eta: 1 day, 22:29:59, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 1.0078, top1_acc: 0.6500, top5_acc: 0.8281, loss_cls: 1.4809, loss: 2.4887, grad_norm: 9.9094 2021-07-08 02:51:18,189 - mmaction - INFO - Epoch [109][2360/3757] lr: 1.000e-03, eta: 1 day, 22:29:38, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9685, top1_acc: 0.6727, top5_acc: 0.8328, loss_cls: 1.4475, loss: 2.4160, grad_norm: 9.4775 2021-07-08 02:51:39,242 - mmaction - INFO - Epoch [109][2380/3757] lr: 1.000e-03, eta: 1 day, 22:29:16, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6492, top5_acc: 0.8430, loss_cls: 1.4468, loss: 2.4258, grad_norm: 9.6376 2021-07-08 02:52:00,410 - mmaction - INFO - Epoch [109][2400/3757] lr: 1.000e-03, eta: 1 day, 22:28:54, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0746, top1_acc: 0.6156, top5_acc: 0.8172, loss_cls: 1.6264, loss: 2.7010, grad_norm: 10.2188 2021-07-08 02:52:21,747 - mmaction - INFO - Epoch [109][2420/3757] lr: 1.000e-03, eta: 1 day, 22:28:33, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4494, loss: 2.4818, grad_norm: 9.9332 2021-07-08 02:52:42,917 - mmaction - INFO - Epoch [109][2440/3757] lr: 1.000e-03, eta: 1 day, 22:28:11, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9833, top1_acc: 0.6641, top5_acc: 0.8430, loss_cls: 1.4320, loss: 2.4153, grad_norm: 9.4474 2021-07-08 02:53:04,828 - mmaction - INFO - Epoch [109][2460/3757] lr: 1.000e-03, eta: 1 day, 22:27:50, time: 1.096, data_time: 0.007, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6328, top5_acc: 0.8438, loss_cls: 1.4742, loss: 2.4793, grad_norm: 9.5701 2021-07-08 02:53:25,532 - mmaction - INFO - Epoch [109][2480/3757] lr: 1.000e-03, eta: 1 day, 22:27:28, time: 1.036, data_time: 0.004, memory: 6921, loss_aux: 1.0006, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.3712, loss: 2.3718, grad_norm: 9.4187 2021-07-08 02:53:46,758 - mmaction - INFO - Epoch [109][2500/3757] lr: 1.000e-03, eta: 1 day, 22:27:06, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0295, top1_acc: 0.6344, top5_acc: 0.8289, loss_cls: 1.5284, loss: 2.5579, grad_norm: 9.9812 2021-07-08 02:54:07,891 - mmaction - INFO - Epoch [109][2520/3757] lr: 1.000e-03, eta: 1 day, 22:26:44, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9955, top1_acc: 0.6312, top5_acc: 0.8352, loss_cls: 1.5134, loss: 2.5088, grad_norm: 10.1497 2021-07-08 02:54:28,896 - mmaction - INFO - Epoch [109][2540/3757] lr: 1.000e-03, eta: 1 day, 22:26:23, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0075, top1_acc: 0.6508, top5_acc: 0.8258, loss_cls: 1.4715, loss: 2.4790, grad_norm: 9.6704 2021-07-08 02:54:49,964 - mmaction - INFO - Epoch [109][2560/3757] lr: 1.000e-03, eta: 1 day, 22:26:01, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9959, top1_acc: 0.6539, top5_acc: 0.8344, loss_cls: 1.4807, loss: 2.4765, grad_norm: 9.4486 2021-07-08 02:55:11,533 - mmaction - INFO - Epoch [109][2580/3757] lr: 1.000e-03, eta: 1 day, 22:25:39, time: 1.077, data_time: 0.009, memory: 6921, loss_aux: 1.0437, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5816, loss: 2.6253, grad_norm: 10.0505 2021-07-08 02:55:32,758 - mmaction - INFO - Epoch [109][2600/3757] lr: 1.000e-03, eta: 1 day, 22:25:18, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9740, top1_acc: 0.6836, top5_acc: 0.8469, loss_cls: 1.3963, loss: 2.3703, grad_norm: 9.5283 2021-07-08 02:55:53,797 - mmaction - INFO - Epoch [109][2620/3757] lr: 1.000e-03, eta: 1 day, 22:24:56, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0092, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.4612, loss: 2.4705, grad_norm: 9.5919 2021-07-08 02:56:14,878 - mmaction - INFO - Epoch [109][2640/3757] lr: 1.000e-03, eta: 1 day, 22:24:34, time: 1.054, data_time: 0.012, memory: 6921, loss_aux: 0.9842, top1_acc: 0.6711, top5_acc: 0.8359, loss_cls: 1.4438, loss: 2.4280, grad_norm: 9.5447 2021-07-08 02:56:36,195 - mmaction - INFO - Epoch [109][2660/3757] lr: 1.000e-03, eta: 1 day, 22:24:13, time: 1.065, data_time: 0.007, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.4207, loss: 2.4100, grad_norm: 9.4908 2021-07-08 02:56:57,238 - mmaction - INFO - Epoch [109][2680/3757] lr: 1.000e-03, eta: 1 day, 22:23:51, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0538, top1_acc: 0.6352, top5_acc: 0.8258, loss_cls: 1.5196, loss: 2.5734, grad_norm: 9.7817 2021-07-08 02:57:18,388 - mmaction - INFO - Epoch [109][2700/3757] lr: 1.000e-03, eta: 1 day, 22:23:29, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9978, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4429, loss: 2.4407, grad_norm: 9.7373 2021-07-08 02:57:39,523 - mmaction - INFO - Epoch [109][2720/3757] lr: 1.000e-03, eta: 1 day, 22:23:08, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9832, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3774, loss: 2.3606, grad_norm: 9.6350 2021-07-08 02:58:00,706 - mmaction - INFO - Epoch [109][2740/3757] lr: 1.000e-03, eta: 1 day, 22:22:46, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6781, top5_acc: 0.8453, loss_cls: 1.4018, loss: 2.3880, grad_norm: 9.6312 2021-07-08 02:58:21,774 - mmaction - INFO - Epoch [109][2760/3757] lr: 1.000e-03, eta: 1 day, 22:22:24, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0620, top1_acc: 0.6383, top5_acc: 0.8305, loss_cls: 1.5552, loss: 2.6172, grad_norm: 10.1987 2021-07-08 02:58:43,859 - mmaction - INFO - Epoch [109][2780/3757] lr: 1.000e-03, eta: 1 day, 22:22:03, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5317, loss: 2.5594, grad_norm: 9.9451 2021-07-08 02:59:04,794 - mmaction - INFO - Epoch [109][2800/3757] lr: 1.000e-03, eta: 1 day, 22:21:41, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4372, loss: 2.4574, grad_norm: 9.6667 2021-07-08 02:59:25,844 - mmaction - INFO - Epoch [109][2820/3757] lr: 1.000e-03, eta: 1 day, 22:21:19, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0008, top1_acc: 0.6578, top5_acc: 0.8328, loss_cls: 1.4595, loss: 2.4602, grad_norm: 9.6466 2021-07-08 02:59:46,826 - mmaction - INFO - Epoch [109][2840/3757] lr: 1.000e-03, eta: 1 day, 22:20:58, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9881, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4309, loss: 2.4190, grad_norm: 9.8901 2021-07-08 03:00:08,015 - mmaction - INFO - Epoch [109][2860/3757] lr: 1.000e-03, eta: 1 day, 22:20:36, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0004, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4452, loss: 2.4456, grad_norm: 9.6124 2021-07-08 03:00:29,378 - mmaction - INFO - Epoch [109][2880/3757] lr: 1.000e-03, eta: 1 day, 22:20:14, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 0.9968, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4482, loss: 2.4450, grad_norm: 9.8840 2021-07-08 03:00:50,782 - mmaction - INFO - Epoch [109][2900/3757] lr: 1.000e-03, eta: 1 day, 22:19:53, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6578, top5_acc: 0.8352, loss_cls: 1.4801, loss: 2.4904, grad_norm: 9.8300 2021-07-08 03:01:12,870 - mmaction - INFO - Epoch [109][2920/3757] lr: 1.000e-03, eta: 1 day, 22:19:32, time: 1.103, data_time: 0.001, memory: 6921, loss_aux: 1.0159, top1_acc: 0.6492, top5_acc: 0.8266, loss_cls: 1.5172, loss: 2.5330, grad_norm: 9.8114 2021-07-08 03:01:33,837 - mmaction - INFO - Epoch [109][2940/3757] lr: 1.000e-03, eta: 1 day, 22:19:10, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0013, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4505, loss: 2.4518, grad_norm: 9.8155 2021-07-08 03:01:54,782 - mmaction - INFO - Epoch [109][2960/3757] lr: 1.000e-03, eta: 1 day, 22:18:48, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.4723, loss: 2.4786, grad_norm: 9.7439 2021-07-08 03:02:16,042 - mmaction - INFO - Epoch [109][2980/3757] lr: 1.000e-03, eta: 1 day, 22:18:26, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0109, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4795, loss: 2.4905, grad_norm: 9.6916 2021-07-08 03:02:37,132 - mmaction - INFO - Epoch [109][3000/3757] lr: 1.000e-03, eta: 1 day, 22:18:05, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9881, top1_acc: 0.6500, top5_acc: 0.8305, loss_cls: 1.4549, loss: 2.4430, grad_norm: 9.6399 2021-07-08 03:02:58,739 - mmaction - INFO - Epoch [109][3020/3757] lr: 1.000e-03, eta: 1 day, 22:17:43, time: 1.081, data_time: 0.006, memory: 6921, loss_aux: 1.0610, top1_acc: 0.6406, top5_acc: 0.8414, loss_cls: 1.5002, loss: 2.5612, grad_norm: 9.8237 2021-07-08 03:03:20,089 - mmaction - INFO - Epoch [109][3040/3757] lr: 1.000e-03, eta: 1 day, 22:17:22, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9702, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.3542, loss: 2.3244, grad_norm: 9.3542 2021-07-08 03:03:41,056 - mmaction - INFO - Epoch [109][3060/3757] lr: 1.000e-03, eta: 1 day, 22:17:00, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4509, loss: 2.4316, grad_norm: 9.7007 2021-07-08 03:04:02,354 - mmaction - INFO - Epoch [109][3080/3757] lr: 1.000e-03, eta: 1 day, 22:16:38, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3729, loss: 2.3543, grad_norm: 9.5003 2021-07-08 03:04:23,549 - mmaction - INFO - Epoch [109][3100/3757] lr: 1.000e-03, eta: 1 day, 22:16:17, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.4175, loss: 2.4069, grad_norm: 9.6381 2021-07-08 03:04:44,706 - mmaction - INFO - Epoch [109][3120/3757] lr: 1.000e-03, eta: 1 day, 22:15:55, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0995, top1_acc: 0.6258, top5_acc: 0.8141, loss_cls: 1.6106, loss: 2.7101, grad_norm: 10.2116 2021-07-08 03:05:05,847 - mmaction - INFO - Epoch [109][3140/3757] lr: 1.000e-03, eta: 1 day, 22:15:33, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9926, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.4020, loss: 2.3946, grad_norm: 9.9604 2021-07-08 03:05:27,763 - mmaction - INFO - Epoch [109][3160/3757] lr: 1.000e-03, eta: 1 day, 22:15:12, time: 1.094, data_time: 0.049, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6664, top5_acc: 0.8414, loss_cls: 1.4136, loss: 2.4084, grad_norm: 9.7127 2021-07-08 03:05:48,874 - mmaction - INFO - Epoch [109][3180/3757] lr: 1.000e-03, eta: 1 day, 22:14:50, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9950, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4608, loss: 2.4557, grad_norm: 9.8998 2021-07-08 03:06:10,155 - mmaction - INFO - Epoch [109][3200/3757] lr: 1.000e-03, eta: 1 day, 22:14:28, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9706, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4518, loss: 2.4224, grad_norm: 9.9821 2021-07-08 03:06:31,837 - mmaction - INFO - Epoch [109][3220/3757] lr: 1.000e-03, eta: 1 day, 22:14:07, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 1.0116, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4758, loss: 2.4874, grad_norm: 10.0305 2021-07-08 03:06:52,948 - mmaction - INFO - Epoch [109][3240/3757] lr: 1.000e-03, eta: 1 day, 22:13:45, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0266, top1_acc: 0.6406, top5_acc: 0.8281, loss_cls: 1.5185, loss: 2.5451, grad_norm: 10.0317 2021-07-08 03:07:14,163 - mmaction - INFO - Epoch [109][3260/3757] lr: 1.000e-03, eta: 1 day, 22:13:24, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9338, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3495, loss: 2.2833, grad_norm: 9.6090 2021-07-08 03:07:35,464 - mmaction - INFO - Epoch [109][3280/3757] lr: 1.000e-03, eta: 1 day, 22:13:02, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 0.9837, top1_acc: 0.6578, top5_acc: 0.8305, loss_cls: 1.4688, loss: 2.4525, grad_norm: 9.3752 2021-07-08 03:07:56,204 - mmaction - INFO - Epoch [109][3300/3757] lr: 1.000e-03, eta: 1 day, 22:12:40, time: 1.036, data_time: 0.002, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4270, loss: 2.4121, grad_norm: 10.0071 2021-07-08 03:08:17,361 - mmaction - INFO - Epoch [109][3320/3757] lr: 1.000e-03, eta: 1 day, 22:12:18, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6555, top5_acc: 0.8281, loss_cls: 1.4319, loss: 2.4258, grad_norm: 9.7273 2021-07-08 03:08:38,569 - mmaction - INFO - Epoch [109][3340/3757] lr: 1.000e-03, eta: 1 day, 22:11:57, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9809, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4281, loss: 2.4090, grad_norm: 9.9078 2021-07-08 03:08:59,512 - mmaction - INFO - Epoch [109][3360/3757] lr: 1.000e-03, eta: 1 day, 22:11:35, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0430, top1_acc: 0.6297, top5_acc: 0.8133, loss_cls: 1.5829, loss: 2.6259, grad_norm: 9.9268 2021-07-08 03:09:20,742 - mmaction - INFO - Epoch [109][3380/3757] lr: 1.000e-03, eta: 1 day, 22:11:13, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0418, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.5002, loss: 2.5420, grad_norm: 9.8216 2021-07-08 03:09:42,115 - mmaction - INFO - Epoch [109][3400/3757] lr: 1.000e-03, eta: 1 day, 22:10:52, time: 1.067, data_time: 0.012, memory: 6921, loss_aux: 0.9323, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3586, loss: 2.2909, grad_norm: 9.0663 2021-07-08 03:10:04,088 - mmaction - INFO - Epoch [109][3420/3757] lr: 1.000e-03, eta: 1 day, 22:10:30, time: 1.098, data_time: 0.014, memory: 6921, loss_aux: 0.9751, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4348, loss: 2.4099, grad_norm: 9.6647 2021-07-08 03:10:25,255 - mmaction - INFO - Epoch [109][3440/3757] lr: 1.000e-03, eta: 1 day, 22:10:09, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9720, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3913, loss: 2.3634, grad_norm: 9.5517 2021-07-08 03:10:46,339 - mmaction - INFO - Epoch [109][3460/3757] lr: 1.000e-03, eta: 1 day, 22:09:47, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0312, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.4882, loss: 2.5194, grad_norm: 10.0583 2021-07-08 03:11:07,731 - mmaction - INFO - Epoch [109][3480/3757] lr: 1.000e-03, eta: 1 day, 22:09:25, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0078, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4578, loss: 2.4656, grad_norm: 9.5962 2021-07-08 03:11:28,916 - mmaction - INFO - Epoch [109][3500/3757] lr: 1.000e-03, eta: 1 day, 22:09:04, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6609, top5_acc: 0.8344, loss_cls: 1.4626, loss: 2.4752, grad_norm: 9.6641 2021-07-08 03:11:49,976 - mmaction - INFO - Epoch [109][3520/3757] lr: 1.000e-03, eta: 1 day, 22:08:42, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6422, top5_acc: 0.8250, loss_cls: 1.4734, loss: 2.4762, grad_norm: 9.7750 2021-07-08 03:12:11,103 - mmaction - INFO - Epoch [109][3540/3757] lr: 1.000e-03, eta: 1 day, 22:08:20, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0331, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.5134, loss: 2.5465, grad_norm: 9.7670 2021-07-08 03:12:32,099 - mmaction - INFO - Epoch [109][3560/3757] lr: 1.000e-03, eta: 1 day, 22:07:59, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9458, top1_acc: 0.6703, top5_acc: 0.8352, loss_cls: 1.4243, loss: 2.3701, grad_norm: 9.6142 2021-07-08 03:12:53,325 - mmaction - INFO - Epoch [109][3580/3757] lr: 1.000e-03, eta: 1 day, 22:07:37, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0052, top1_acc: 0.6484, top5_acc: 0.8289, loss_cls: 1.5329, loss: 2.5382, grad_norm: 9.7020 2021-07-08 03:13:15,659 - mmaction - INFO - Epoch [109][3600/3757] lr: 1.000e-03, eta: 1 day, 22:07:16, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 0.9497, top1_acc: 0.6602, top5_acc: 0.8617, loss_cls: 1.3555, loss: 2.3053, grad_norm: 9.6212 2021-07-08 03:13:36,631 - mmaction - INFO - Epoch [109][3620/3757] lr: 1.000e-03, eta: 1 day, 22:06:54, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9823, top1_acc: 0.6711, top5_acc: 0.8375, loss_cls: 1.4439, loss: 2.4262, grad_norm: 9.7866 2021-07-08 03:13:57,690 - mmaction - INFO - Epoch [109][3640/3757] lr: 1.000e-03, eta: 1 day, 22:06:32, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0494, top1_acc: 0.6383, top5_acc: 0.8180, loss_cls: 1.5473, loss: 2.5967, grad_norm: 9.8947 2021-07-08 03:14:18,894 - mmaction - INFO - Epoch [109][3660/3757] lr: 1.000e-03, eta: 1 day, 22:06:11, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.4110, loss: 2.4024, grad_norm: 9.4846 2021-07-08 03:14:40,117 - mmaction - INFO - Epoch [109][3680/3757] lr: 1.000e-03, eta: 1 day, 22:05:49, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0379, top1_acc: 0.6570, top5_acc: 0.8234, loss_cls: 1.4942, loss: 2.5321, grad_norm: 9.7047 2021-07-08 03:15:01,137 - mmaction - INFO - Epoch [109][3700/3757] lr: 1.000e-03, eta: 1 day, 22:05:27, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0845, top1_acc: 0.6234, top5_acc: 0.8242, loss_cls: 1.5791, loss: 2.6636, grad_norm: 10.5921 2021-07-08 03:15:22,306 - mmaction - INFO - Epoch [109][3720/3757] lr: 1.000e-03, eta: 1 day, 22:05:06, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6703, top5_acc: 0.8680, loss_cls: 1.3815, loss: 2.3541, grad_norm: 9.8260 2021-07-08 03:15:43,465 - mmaction - INFO - Epoch [109][3740/3757] lr: 1.000e-03, eta: 1 day, 22:04:44, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4342, loss: 2.4411, grad_norm: 9.6793 2021-07-08 03:16:02,134 - mmaction - INFO - Saving checkpoint at 109 epochs 2021-07-08 03:17:03,913 - mmaction - INFO - Epoch [110][20/3757] lr: 1.000e-03, eta: 1 day, 22:04:12, time: 3.013, data_time: 1.975, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.4756, loss: 2.4894, grad_norm: 9.8243 2021-07-08 03:17:25,536 - mmaction - INFO - Epoch [110][40/3757] lr: 1.000e-03, eta: 1 day, 22:03:50, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 1.0481, top1_acc: 0.6375, top5_acc: 0.8211, loss_cls: 1.5223, loss: 2.5704, grad_norm: 10.0042 2021-07-08 03:17:46,692 - mmaction - INFO - Epoch [110][60/3757] lr: 1.000e-03, eta: 1 day, 22:03:29, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9797, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3690, loss: 2.3488, grad_norm: 9.7958 2021-07-08 03:18:07,719 - mmaction - INFO - Epoch [110][80/3757] lr: 1.000e-03, eta: 1 day, 22:03:07, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6633, top5_acc: 0.8383, loss_cls: 1.4244, loss: 2.4000, grad_norm: 9.8687 2021-07-08 03:18:29,681 - mmaction - INFO - Epoch [110][100/3757] lr: 1.000e-03, eta: 1 day, 22:02:45, time: 1.097, data_time: 0.063, memory: 6921, loss_aux: 0.9632, top1_acc: 0.6805, top5_acc: 0.8328, loss_cls: 1.4050, loss: 2.3682, grad_norm: 9.3180 2021-07-08 03:18:50,716 - mmaction - INFO - Epoch [110][120/3757] lr: 1.000e-03, eta: 1 day, 22:02:24, time: 1.053, data_time: 0.013, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4580, loss: 2.4607, grad_norm: 9.8567 2021-07-08 03:19:11,988 - mmaction - INFO - Epoch [110][140/3757] lr: 1.000e-03, eta: 1 day, 22:02:02, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6469, top5_acc: 0.8336, loss_cls: 1.5074, loss: 2.5398, grad_norm: 9.9773 2021-07-08 03:19:33,093 - mmaction - INFO - Epoch [110][160/3757] lr: 1.000e-03, eta: 1 day, 22:01:40, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0227, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4620, loss: 2.4847, grad_norm: 9.9316 2021-07-08 03:19:54,310 - mmaction - INFO - Epoch [110][180/3757] lr: 1.000e-03, eta: 1 day, 22:01:19, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0006, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.4293, loss: 2.4299, grad_norm: 9.8504 2021-07-08 03:20:15,458 - mmaction - INFO - Epoch [110][200/3757] lr: 1.000e-03, eta: 1 day, 22:00:57, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4189, loss: 2.3783, grad_norm: 9.8520 2021-07-08 03:20:36,374 - mmaction - INFO - Epoch [110][220/3757] lr: 1.000e-03, eta: 1 day, 22:00:35, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6672, top5_acc: 0.8398, loss_cls: 1.4340, loss: 2.4480, grad_norm: 9.7815 2021-07-08 03:20:57,958 - mmaction - INFO - Epoch [110][240/3757] lr: 1.000e-03, eta: 1 day, 22:00:14, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.0013, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4606, loss: 2.4619, grad_norm: 9.8722 2021-07-08 03:21:18,883 - mmaction - INFO - Epoch [110][260/3757] lr: 1.000e-03, eta: 1 day, 21:59:52, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9905, top1_acc: 0.6469, top5_acc: 0.8328, loss_cls: 1.4619, loss: 2.4524, grad_norm: 9.9505 2021-07-08 03:21:40,049 - mmaction - INFO - Epoch [110][280/3757] lr: 1.000e-03, eta: 1 day, 21:59:30, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9778, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3880, loss: 2.3659, grad_norm: 9.6505 2021-07-08 03:22:01,714 - mmaction - INFO - Epoch [110][300/3757] lr: 1.000e-03, eta: 1 day, 21:59:09, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0274, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.4924, loss: 2.5198, grad_norm: 10.2589 2021-07-08 03:22:22,694 - mmaction - INFO - Epoch [110][320/3757] lr: 1.000e-03, eta: 1 day, 21:58:47, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0107, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.4498, loss: 2.4605, grad_norm: 9.5450 2021-07-08 03:22:43,803 - mmaction - INFO - Epoch [110][340/3757] lr: 1.000e-03, eta: 1 day, 21:58:25, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0033, top1_acc: 0.6539, top5_acc: 0.8547, loss_cls: 1.4078, loss: 2.4112, grad_norm: 9.5792 2021-07-08 03:23:05,064 - mmaction - INFO - Epoch [110][360/3757] lr: 1.000e-03, eta: 1 day, 21:58:04, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.4917, loss: 2.5153, grad_norm: 9.8761 2021-07-08 03:23:26,202 - mmaction - INFO - Epoch [110][380/3757] lr: 1.000e-03, eta: 1 day, 21:57:42, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9537, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3441, loss: 2.2978, grad_norm: 9.4751 2021-07-08 03:23:47,747 - mmaction - INFO - Epoch [110][400/3757] lr: 1.000e-03, eta: 1 day, 21:57:21, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.0239, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.5105, loss: 2.5345, grad_norm: 10.0546 2021-07-08 03:24:09,226 - mmaction - INFO - Epoch [110][420/3757] lr: 1.000e-03, eta: 1 day, 21:56:59, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9665, top1_acc: 0.6484, top5_acc: 0.8562, loss_cls: 1.4084, loss: 2.3749, grad_norm: 9.6149 2021-07-08 03:24:30,193 - mmaction - INFO - Epoch [110][440/3757] lr: 1.000e-03, eta: 1 day, 21:56:37, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0451, top1_acc: 0.6352, top5_acc: 0.8250, loss_cls: 1.5647, loss: 2.6098, grad_norm: 10.1487 2021-07-08 03:24:51,278 - mmaction - INFO - Epoch [110][460/3757] lr: 1.000e-03, eta: 1 day, 21:56:15, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6516, top5_acc: 0.8500, loss_cls: 1.4444, loss: 2.4453, grad_norm: 10.1493 2021-07-08 03:25:12,465 - mmaction - INFO - Epoch [110][480/3757] lr: 1.000e-03, eta: 1 day, 21:55:54, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9741, top1_acc: 0.6680, top5_acc: 0.8328, loss_cls: 1.4124, loss: 2.3865, grad_norm: 9.3765 2021-07-08 03:25:33,654 - mmaction - INFO - Epoch [110][500/3757] lr: 1.000e-03, eta: 1 day, 21:55:32, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0245, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4626, loss: 2.4870, grad_norm: 9.8113 2021-07-08 03:25:54,687 - mmaction - INFO - Epoch [110][520/3757] lr: 1.000e-03, eta: 1 day, 21:55:10, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6500, top5_acc: 0.8180, loss_cls: 1.4982, loss: 2.5138, grad_norm: 9.7004 2021-07-08 03:26:15,725 - mmaction - INFO - Epoch [110][540/3757] lr: 1.000e-03, eta: 1 day, 21:54:49, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0086, top1_acc: 0.6648, top5_acc: 0.8367, loss_cls: 1.4639, loss: 2.4725, grad_norm: 9.7886 2021-07-08 03:26:36,941 - mmaction - INFO - Epoch [110][560/3757] lr: 1.000e-03, eta: 1 day, 21:54:27, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.4741, loss: 2.5113, grad_norm: 9.9368 2021-07-08 03:26:58,261 - mmaction - INFO - Epoch [110][580/3757] lr: 1.000e-03, eta: 1 day, 21:54:05, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.4154, loss: 2.3917, grad_norm: 9.5890 2021-07-08 03:27:19,343 - mmaction - INFO - Epoch [110][600/3757] lr: 1.000e-03, eta: 1 day, 21:53:44, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0040, top1_acc: 0.6609, top5_acc: 0.8430, loss_cls: 1.4339, loss: 2.4378, grad_norm: 9.6909 2021-07-08 03:27:41,142 - mmaction - INFO - Epoch [110][620/3757] lr: 1.000e-03, eta: 1 day, 21:53:22, time: 1.090, data_time: 0.006, memory: 6921, loss_aux: 0.9880, top1_acc: 0.6664, top5_acc: 0.8383, loss_cls: 1.4481, loss: 2.4362, grad_norm: 9.8717 2021-07-08 03:28:02,611 - mmaction - INFO - Epoch [110][640/3757] lr: 1.000e-03, eta: 1 day, 21:53:01, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9676, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3800, loss: 2.3476, grad_norm: 9.5067 2021-07-08 03:28:23,517 - mmaction - INFO - Epoch [110][660/3757] lr: 1.000e-03, eta: 1 day, 21:52:39, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9727, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.3826, loss: 2.3554, grad_norm: 9.6511 2021-07-08 03:28:44,585 - mmaction - INFO - Epoch [110][680/3757] lr: 1.000e-03, eta: 1 day, 21:52:17, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9943, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4378, loss: 2.4321, grad_norm: 9.9492 2021-07-08 03:29:05,624 - mmaction - INFO - Epoch [110][700/3757] lr: 1.000e-03, eta: 1 day, 21:51:56, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9902, top1_acc: 0.6484, top5_acc: 0.8492, loss_cls: 1.4392, loss: 2.4294, grad_norm: 10.0717 2021-07-08 03:29:27,180 - mmaction - INFO - Epoch [110][720/3757] lr: 1.000e-03, eta: 1 day, 21:51:34, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0157, top1_acc: 0.6617, top5_acc: 0.8266, loss_cls: 1.5129, loss: 2.5285, grad_norm: 9.9089 2021-07-08 03:29:48,713 - mmaction - INFO - Epoch [110][740/3757] lr: 1.000e-03, eta: 1 day, 21:51:12, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4326, loss: 2.4415, grad_norm: 10.0249 2021-07-08 03:30:09,785 - mmaction - INFO - Epoch [110][760/3757] lr: 1.000e-03, eta: 1 day, 21:50:51, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0492, top1_acc: 0.6227, top5_acc: 0.8289, loss_cls: 1.5246, loss: 2.5737, grad_norm: 10.1982 2021-07-08 03:30:30,885 - mmaction - INFO - Epoch [110][780/3757] lr: 1.000e-03, eta: 1 day, 21:50:29, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0365, top1_acc: 0.6398, top5_acc: 0.8164, loss_cls: 1.5149, loss: 2.5514, grad_norm: 9.8841 2021-07-08 03:30:51,953 - mmaction - INFO - Epoch [110][800/3757] lr: 1.000e-03, eta: 1 day, 21:50:07, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9533, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3508, loss: 2.3042, grad_norm: 9.6709 2021-07-08 03:31:13,966 - mmaction - INFO - Epoch [110][820/3757] lr: 1.000e-03, eta: 1 day, 21:49:46, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.0177, top1_acc: 0.6477, top5_acc: 0.8281, loss_cls: 1.5222, loss: 2.5399, grad_norm: 10.2502 2021-07-08 03:31:34,821 - mmaction - INFO - Epoch [110][840/3757] lr: 1.000e-03, eta: 1 day, 21:49:24, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.0163, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4766, loss: 2.4929, grad_norm: 9.9174 2021-07-08 03:31:56,109 - mmaction - INFO - Epoch [110][860/3757] lr: 1.000e-03, eta: 1 day, 21:49:03, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9648, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.4133, loss: 2.3781, grad_norm: 9.7582 2021-07-08 03:32:17,418 - mmaction - INFO - Epoch [110][880/3757] lr: 1.000e-03, eta: 1 day, 21:48:41, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4863, loss: 2.4976, grad_norm: 9.9337 2021-07-08 03:32:38,765 - mmaction - INFO - Epoch [110][900/3757] lr: 1.000e-03, eta: 1 day, 21:48:19, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6453, top5_acc: 0.8422, loss_cls: 1.4680, loss: 2.4695, grad_norm: 10.0883 2021-07-08 03:32:59,663 - mmaction - INFO - Epoch [110][920/3757] lr: 1.000e-03, eta: 1 day, 21:47:58, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6664, top5_acc: 0.8430, loss_cls: 1.4610, loss: 2.4599, grad_norm: 9.7886 2021-07-08 03:33:20,777 - mmaction - INFO - Epoch [110][940/3757] lr: 1.000e-03, eta: 1 day, 21:47:36, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4364, loss: 2.4467, grad_norm: 9.7298 2021-07-08 03:33:41,544 - mmaction - INFO - Epoch [110][960/3757] lr: 1.000e-03, eta: 1 day, 21:47:14, time: 1.038, data_time: 0.004, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6336, top5_acc: 0.8328, loss_cls: 1.5602, loss: 2.5895, grad_norm: 10.3008 2021-07-08 03:34:03,291 - mmaction - INFO - Epoch [110][980/3757] lr: 1.000e-03, eta: 1 day, 21:46:53, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 0.9748, top1_acc: 0.6703, top5_acc: 0.8445, loss_cls: 1.3804, loss: 2.3552, grad_norm: 9.7574 2021-07-08 03:34:24,665 - mmaction - INFO - Epoch [110][1000/3757] lr: 1.000e-03, eta: 1 day, 21:46:31, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 0.9738, top1_acc: 0.6703, top5_acc: 0.8414, loss_cls: 1.4398, loss: 2.4136, grad_norm: 9.9092 2021-07-08 03:34:45,864 - mmaction - INFO - Epoch [110][1020/3757] lr: 1.000e-03, eta: 1 day, 21:46:09, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0129, top1_acc: 0.6711, top5_acc: 0.8398, loss_cls: 1.4819, loss: 2.4948, grad_norm: 9.7357 2021-07-08 03:35:07,078 - mmaction - INFO - Epoch [110][1040/3757] lr: 1.000e-03, eta: 1 day, 21:45:48, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.3969, loss: 2.3985, grad_norm: 9.5083 2021-07-08 03:35:28,077 - mmaction - INFO - Epoch [110][1060/3757] lr: 1.000e-03, eta: 1 day, 21:45:26, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 1.0175, top1_acc: 0.6492, top5_acc: 0.8289, loss_cls: 1.4905, loss: 2.5080, grad_norm: 9.6423 2021-07-08 03:35:49,226 - mmaction - INFO - Epoch [110][1080/3757] lr: 1.000e-03, eta: 1 day, 21:45:04, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.0536, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.5145, loss: 2.5681, grad_norm: 10.0516 2021-07-08 03:36:10,419 - mmaction - INFO - Epoch [110][1100/3757] lr: 1.000e-03, eta: 1 day, 21:44:43, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4457, loss: 2.4602, grad_norm: 9.9844 2021-07-08 03:36:31,640 - mmaction - INFO - Epoch [110][1120/3757] lr: 1.000e-03, eta: 1 day, 21:44:21, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0453, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.5124, loss: 2.5577, grad_norm: 10.1373 2021-07-08 03:36:52,647 - mmaction - INFO - Epoch [110][1140/3757] lr: 1.000e-03, eta: 1 day, 21:43:59, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9751, top1_acc: 0.6750, top5_acc: 0.8469, loss_cls: 1.3666, loss: 2.3417, grad_norm: 9.7937 2021-07-08 03:37:13,915 - mmaction - INFO - Epoch [110][1160/3757] lr: 1.000e-03, eta: 1 day, 21:43:38, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0264, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4744, loss: 2.5009, grad_norm: 10.3228 2021-07-08 03:37:35,051 - mmaction - INFO - Epoch [110][1180/3757] lr: 1.000e-03, eta: 1 day, 21:43:16, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0696, top1_acc: 0.6117, top5_acc: 0.8211, loss_cls: 1.6096, loss: 2.6792, grad_norm: 10.3565 2021-07-08 03:37:56,735 - mmaction - INFO - Epoch [110][1200/3757] lr: 1.000e-03, eta: 1 day, 21:42:54, time: 1.086, data_time: 0.036, memory: 6921, loss_aux: 0.9564, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.3838, loss: 2.3402, grad_norm: 9.6882 2021-07-08 03:38:17,857 - mmaction - INFO - Epoch [110][1220/3757] lr: 1.000e-03, eta: 1 day, 21:42:33, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9574, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3552, loss: 2.3127, grad_norm: 9.7676 2021-07-08 03:38:38,707 - mmaction - INFO - Epoch [110][1240/3757] lr: 1.000e-03, eta: 1 day, 21:42:11, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.0052, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4074, loss: 2.4126, grad_norm: 9.7472 2021-07-08 03:39:00,013 - mmaction - INFO - Epoch [110][1260/3757] lr: 1.000e-03, eta: 1 day, 21:41:49, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0285, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.5109, loss: 2.5394, grad_norm: 10.2102 2021-07-08 03:39:21,245 - mmaction - INFO - Epoch [110][1280/3757] lr: 1.000e-03, eta: 1 day, 21:41:28, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0289, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4999, loss: 2.5288, grad_norm: 9.6435 2021-07-08 03:39:42,439 - mmaction - INFO - Epoch [110][1300/3757] lr: 1.000e-03, eta: 1 day, 21:41:06, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9539, top1_acc: 0.6672, top5_acc: 0.8344, loss_cls: 1.4259, loss: 2.3799, grad_norm: 9.4369 2021-07-08 03:40:03,692 - mmaction - INFO - Epoch [110][1320/3757] lr: 1.000e-03, eta: 1 day, 21:40:44, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4288, loss: 2.4177, grad_norm: 9.6453 2021-07-08 03:40:25,528 - mmaction - INFO - Epoch [110][1340/3757] lr: 1.000e-03, eta: 1 day, 21:40:23, time: 1.094, data_time: 0.053, memory: 6921, loss_aux: 1.0173, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4567, loss: 2.4740, grad_norm: 9.9502 2021-07-08 03:40:46,950 - mmaction - INFO - Epoch [110][1360/3757] lr: 1.000e-03, eta: 1 day, 21:40:01, time: 1.071, data_time: 0.030, memory: 6921, loss_aux: 1.0363, top1_acc: 0.6406, top5_acc: 0.8383, loss_cls: 1.4933, loss: 2.5296, grad_norm: 10.2894 2021-07-08 03:41:08,632 - mmaction - INFO - Epoch [110][1380/3757] lr: 1.000e-03, eta: 1 day, 21:39:40, time: 1.085, data_time: 0.033, memory: 6921, loss_aux: 1.0316, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4915, loss: 2.5231, grad_norm: 9.9530 2021-07-08 03:41:29,516 - mmaction - INFO - Epoch [110][1400/3757] lr: 1.000e-03, eta: 1 day, 21:39:18, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4437, loss: 2.4190, grad_norm: 9.6532 2021-07-08 03:41:50,768 - mmaction - INFO - Epoch [110][1420/3757] lr: 1.000e-03, eta: 1 day, 21:38:56, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9987, top1_acc: 0.6414, top5_acc: 0.8391, loss_cls: 1.4723, loss: 2.4710, grad_norm: 9.9106 2021-07-08 03:42:11,863 - mmaction - INFO - Epoch [110][1440/3757] lr: 1.000e-03, eta: 1 day, 21:38:35, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0175, top1_acc: 0.6781, top5_acc: 0.8375, loss_cls: 1.4538, loss: 2.4713, grad_norm: 9.4870 2021-07-08 03:42:33,217 - mmaction - INFO - Epoch [110][1460/3757] lr: 1.000e-03, eta: 1 day, 21:38:13, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0554, top1_acc: 0.6445, top5_acc: 0.8227, loss_cls: 1.5424, loss: 2.5978, grad_norm: 10.0377 2021-07-08 03:42:54,371 - mmaction - INFO - Epoch [110][1480/3757] lr: 1.000e-03, eta: 1 day, 21:37:51, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9859, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4072, loss: 2.3931, grad_norm: 9.5246 2021-07-08 03:43:15,386 - mmaction - INFO - Epoch [110][1500/3757] lr: 1.000e-03, eta: 1 day, 21:37:30, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9675, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4481, loss: 2.4156, grad_norm: 9.5964 2021-07-08 03:43:36,649 - mmaction - INFO - Epoch [110][1520/3757] lr: 1.000e-03, eta: 1 day, 21:37:08, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4809, loss: 2.4913, grad_norm: 9.9746 2021-07-08 03:43:57,954 - mmaction - INFO - Epoch [110][1540/3757] lr: 1.000e-03, eta: 1 day, 21:36:46, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9579, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3690, loss: 2.3269, grad_norm: 9.9038 2021-07-08 03:44:19,048 - mmaction - INFO - Epoch [110][1560/3757] lr: 1.000e-03, eta: 1 day, 21:36:25, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6578, top5_acc: 0.8328, loss_cls: 1.4667, loss: 2.4792, grad_norm: 9.4140 2021-07-08 03:44:40,284 - mmaction - INFO - Epoch [110][1580/3757] lr: 1.000e-03, eta: 1 day, 21:36:03, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0138, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4702, loss: 2.4840, grad_norm: 10.0408 2021-07-08 03:45:01,877 - mmaction - INFO - Epoch [110][1600/3757] lr: 1.000e-03, eta: 1 day, 21:35:42, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0159, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.5105, loss: 2.5264, grad_norm: 9.7774 2021-07-08 03:45:22,891 - mmaction - INFO - Epoch [110][1620/3757] lr: 1.000e-03, eta: 1 day, 21:35:20, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0216, top1_acc: 0.6422, top5_acc: 0.8227, loss_cls: 1.5389, loss: 2.5605, grad_norm: 10.1469 2021-07-08 03:45:44,017 - mmaction - INFO - Epoch [110][1640/3757] lr: 1.000e-03, eta: 1 day, 21:34:58, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6516, top5_acc: 0.8305, loss_cls: 1.4814, loss: 2.4913, grad_norm: 9.8165 2021-07-08 03:46:05,137 - mmaction - INFO - Epoch [110][1660/3757] lr: 1.000e-03, eta: 1 day, 21:34:36, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9562, top1_acc: 0.6703, top5_acc: 0.8562, loss_cls: 1.3698, loss: 2.3260, grad_norm: 9.6495 2021-07-08 03:46:26,579 - mmaction - INFO - Epoch [110][1680/3757] lr: 1.000e-03, eta: 1 day, 21:34:15, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 0.9022, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3171, loss: 2.2193, grad_norm: 9.5948 2021-07-08 03:46:47,627 - mmaction - INFO - Epoch [110][1700/3757] lr: 1.000e-03, eta: 1 day, 21:33:53, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0348, top1_acc: 0.6273, top5_acc: 0.8375, loss_cls: 1.5055, loss: 2.5403, grad_norm: 9.9556 2021-07-08 03:47:08,972 - mmaction - INFO - Epoch [110][1720/3757] lr: 1.000e-03, eta: 1 day, 21:33:32, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9902, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4289, loss: 2.4191, grad_norm: 9.7040 2021-07-08 03:47:30,884 - mmaction - INFO - Epoch [110][1740/3757] lr: 1.000e-03, eta: 1 day, 21:33:10, time: 1.095, data_time: 0.049, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6656, top5_acc: 0.8430, loss_cls: 1.4560, loss: 2.4497, grad_norm: 9.5366 2021-07-08 03:47:52,138 - mmaction - INFO - Epoch [110][1760/3757] lr: 1.000e-03, eta: 1 day, 21:32:49, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9671, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.4101, loss: 2.3772, grad_norm: 9.7990 2021-07-08 03:48:13,107 - mmaction - INFO - Epoch [110][1780/3757] lr: 1.000e-03, eta: 1 day, 21:32:27, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0644, top1_acc: 0.6508, top5_acc: 0.8219, loss_cls: 1.5375, loss: 2.6018, grad_norm: 10.1518 2021-07-08 03:48:34,370 - mmaction - INFO - Epoch [110][1800/3757] lr: 1.000e-03, eta: 1 day, 21:32:05, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6625, top5_acc: 0.8313, loss_cls: 1.4386, loss: 2.4259, grad_norm: 9.6692 2021-07-08 03:48:55,417 - mmaction - INFO - Epoch [110][1820/3757] lr: 1.000e-03, eta: 1 day, 21:31:43, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0121, top1_acc: 0.6445, top5_acc: 0.8398, loss_cls: 1.4691, loss: 2.4812, grad_norm: 9.9428 2021-07-08 03:49:16,833 - mmaction - INFO - Epoch [110][1840/3757] lr: 1.000e-03, eta: 1 day, 21:31:22, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0184, top1_acc: 0.6383, top5_acc: 0.8289, loss_cls: 1.5427, loss: 2.5611, grad_norm: 9.8116 2021-07-08 03:49:37,968 - mmaction - INFO - Epoch [110][1860/3757] lr: 1.000e-03, eta: 1 day, 21:31:00, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9391, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3863, loss: 2.3254, grad_norm: 9.5294 2021-07-08 03:49:59,320 - mmaction - INFO - Epoch [110][1880/3757] lr: 1.000e-03, eta: 1 day, 21:30:39, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3750, loss: 2.3378, grad_norm: 9.7551 2021-07-08 03:50:20,745 - mmaction - INFO - Epoch [110][1900/3757] lr: 1.000e-03, eta: 1 day, 21:30:17, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.0487, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5543, loss: 2.6030, grad_norm: 10.0328 2021-07-08 03:50:42,025 - mmaction - INFO - Epoch [110][1920/3757] lr: 1.000e-03, eta: 1 day, 21:29:55, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0162, top1_acc: 0.6687, top5_acc: 0.8352, loss_cls: 1.4582, loss: 2.4743, grad_norm: 9.4813 2021-07-08 03:51:03,893 - mmaction - INFO - Epoch [110][1940/3757] lr: 1.000e-03, eta: 1 day, 21:29:34, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6648, top5_acc: 0.8469, loss_cls: 1.4118, loss: 2.4093, grad_norm: 9.6958 2021-07-08 03:51:24,963 - mmaction - INFO - Epoch [110][1960/3757] lr: 1.000e-03, eta: 1 day, 21:29:12, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0053, top1_acc: 0.6359, top5_acc: 0.8422, loss_cls: 1.4778, loss: 2.4831, grad_norm: 10.2227 2021-07-08 03:51:46,061 - mmaction - INFO - Epoch [110][1980/3757] lr: 1.000e-03, eta: 1 day, 21:28:51, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9787, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4101, loss: 2.3888, grad_norm: 9.8325 2021-07-08 03:52:08,231 - mmaction - INFO - Epoch [110][2000/3757] lr: 1.000e-03, eta: 1 day, 21:28:29, time: 1.109, data_time: 0.075, memory: 6921, loss_aux: 0.9590, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.3933, loss: 2.3523, grad_norm: 9.6500 2021-07-08 03:52:29,282 - mmaction - INFO - Epoch [110][2020/3757] lr: 1.000e-03, eta: 1 day, 21:28:08, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9781, top1_acc: 0.6680, top5_acc: 0.8469, loss_cls: 1.4068, loss: 2.3849, grad_norm: 9.9063 2021-07-08 03:52:50,584 - mmaction - INFO - Epoch [110][2040/3757] lr: 1.000e-03, eta: 1 day, 21:27:46, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0545, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4810, loss: 2.5355, grad_norm: 9.8433 2021-07-08 03:53:11,758 - mmaction - INFO - Epoch [110][2060/3757] lr: 1.000e-03, eta: 1 day, 21:27:24, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 0.9961, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4359, loss: 2.4320, grad_norm: 9.7459 2021-07-08 03:53:33,084 - mmaction - INFO - Epoch [110][2080/3757] lr: 1.000e-03, eta: 1 day, 21:27:03, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9502, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3762, loss: 2.3264, grad_norm: 9.8464 2021-07-08 03:53:54,416 - mmaction - INFO - Epoch [110][2100/3757] lr: 1.000e-03, eta: 1 day, 21:26:41, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.3958, loss: 2.3581, grad_norm: 9.6132 2021-07-08 03:54:15,416 - mmaction - INFO - Epoch [110][2120/3757] lr: 1.000e-03, eta: 1 day, 21:26:19, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 0.9608, top1_acc: 0.6727, top5_acc: 0.8484, loss_cls: 1.3567, loss: 2.3175, grad_norm: 9.7661 2021-07-08 03:54:37,247 - mmaction - INFO - Epoch [110][2140/3757] lr: 1.000e-03, eta: 1 day, 21:25:58, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6312, top5_acc: 0.8313, loss_cls: 1.5336, loss: 2.5689, grad_norm: 10.1392 2021-07-08 03:54:58,246 - mmaction - INFO - Epoch [110][2160/3757] lr: 1.000e-03, eta: 1 day, 21:25:36, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0307, top1_acc: 0.6492, top5_acc: 0.8305, loss_cls: 1.5147, loss: 2.5454, grad_norm: 10.1025 2021-07-08 03:55:19,511 - mmaction - INFO - Epoch [110][2180/3757] lr: 1.000e-03, eta: 1 day, 21:25:15, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0040, top1_acc: 0.6555, top5_acc: 0.8352, loss_cls: 1.4798, loss: 2.4838, grad_norm: 9.6775 2021-07-08 03:55:40,683 - mmaction - INFO - Epoch [110][2200/3757] lr: 1.000e-03, eta: 1 day, 21:24:53, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6445, top5_acc: 0.8289, loss_cls: 1.5013, loss: 2.5092, grad_norm: 10.1168 2021-07-08 03:56:03,364 - mmaction - INFO - Epoch [110][2220/3757] lr: 1.000e-03, eta: 1 day, 21:24:32, time: 1.135, data_time: 0.004, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4633, loss: 2.4738, grad_norm: 9.7185 2021-07-08 03:56:24,180 - mmaction - INFO - Epoch [110][2240/3757] lr: 1.000e-03, eta: 1 day, 21:24:10, time: 1.039, data_time: 0.001, memory: 6921, loss_aux: 1.0505, top1_acc: 0.6234, top5_acc: 0.8305, loss_cls: 1.5467, loss: 2.5972, grad_norm: 10.3372 2021-07-08 03:56:45,079 - mmaction - INFO - Epoch [110][2260/3757] lr: 1.000e-03, eta: 1 day, 21:23:48, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9423, top1_acc: 0.6766, top5_acc: 0.8469, loss_cls: 1.3544, loss: 2.2967, grad_norm: 9.4404 2021-07-08 03:57:06,103 - mmaction - INFO - Epoch [110][2280/3757] lr: 1.000e-03, eta: 1 day, 21:23:26, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6719, top5_acc: 0.8430, loss_cls: 1.4266, loss: 2.4160, grad_norm: 9.5275 2021-07-08 03:57:27,298 - mmaction - INFO - Epoch [110][2300/3757] lr: 1.000e-03, eta: 1 day, 21:23:05, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.4244, loss: 2.3838, grad_norm: 9.9923 2021-07-08 03:57:49,067 - mmaction - INFO - Epoch [110][2320/3757] lr: 1.000e-03, eta: 1 day, 21:22:43, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6703, top5_acc: 0.8430, loss_cls: 1.4648, loss: 2.4941, grad_norm: 9.6984 2021-07-08 03:58:10,541 - mmaction - INFO - Epoch [110][2340/3757] lr: 1.000e-03, eta: 1 day, 21:22:22, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0147, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4998, loss: 2.5145, grad_norm: 9.7668 2021-07-08 03:58:32,305 - mmaction - INFO - Epoch [110][2360/3757] lr: 1.000e-03, eta: 1 day, 21:22:00, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9749, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4247, loss: 2.3997, grad_norm: 9.6542 2021-07-08 03:58:53,470 - mmaction - INFO - Epoch [110][2380/3757] lr: 1.000e-03, eta: 1 day, 21:21:39, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4464, loss: 2.4383, grad_norm: 9.8934 2021-07-08 03:59:14,800 - mmaction - INFO - Epoch [110][2400/3757] lr: 1.000e-03, eta: 1 day, 21:21:17, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0147, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4690, loss: 2.4837, grad_norm: 10.3266 2021-07-08 03:59:35,731 - mmaction - INFO - Epoch [110][2420/3757] lr: 1.000e-03, eta: 1 day, 21:20:55, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6719, top5_acc: 0.8383, loss_cls: 1.4313, loss: 2.3964, grad_norm: 9.3581 2021-07-08 03:59:56,776 - mmaction - INFO - Epoch [110][2440/3757] lr: 1.000e-03, eta: 1 day, 21:20:34, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4098, loss: 2.4008, grad_norm: 9.8760 2021-07-08 04:00:18,044 - mmaction - INFO - Epoch [110][2460/3757] lr: 1.000e-03, eta: 1 day, 21:20:12, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.3913, loss: 2.3752, grad_norm: 9.6097 2021-07-08 04:00:39,747 - mmaction - INFO - Epoch [110][2480/3757] lr: 1.000e-03, eta: 1 day, 21:19:50, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6625, top5_acc: 0.8289, loss_cls: 1.4770, loss: 2.4869, grad_norm: 9.9394 2021-07-08 04:01:00,943 - mmaction - INFO - Epoch [110][2500/3757] lr: 1.000e-03, eta: 1 day, 21:19:29, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0038, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4733, loss: 2.4770, grad_norm: 9.8761 2021-07-08 04:01:21,876 - mmaction - INFO - Epoch [110][2520/3757] lr: 1.000e-03, eta: 1 day, 21:19:07, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9832, top1_acc: 0.6570, top5_acc: 0.8594, loss_cls: 1.4366, loss: 2.4199, grad_norm: 10.2895 2021-07-08 04:01:44,586 - mmaction - INFO - Epoch [110][2540/3757] lr: 1.000e-03, eta: 1 day, 21:18:46, time: 1.136, data_time: 0.105, memory: 6921, loss_aux: 0.9840, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4468, loss: 2.4308, grad_norm: 9.8435 2021-07-08 04:02:05,358 - mmaction - INFO - Epoch [110][2560/3757] lr: 1.000e-03, eta: 1 day, 21:18:24, time: 1.039, data_time: 0.004, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6492, top5_acc: 0.8297, loss_cls: 1.4593, loss: 2.4739, grad_norm: 10.1165 2021-07-08 04:02:26,330 - mmaction - INFO - Epoch [110][2580/3757] lr: 1.000e-03, eta: 1 day, 21:18:02, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0259, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4415, loss: 2.4674, grad_norm: 9.8965 2021-07-08 04:02:47,415 - mmaction - INFO - Epoch [110][2600/3757] lr: 1.000e-03, eta: 1 day, 21:17:41, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9786, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3705, loss: 2.3491, grad_norm: 9.8766 2021-07-08 04:03:08,543 - mmaction - INFO - Epoch [110][2620/3757] lr: 1.000e-03, eta: 1 day, 21:17:19, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0145, top1_acc: 0.6523, top5_acc: 0.8164, loss_cls: 1.5066, loss: 2.5211, grad_norm: 9.9398 2021-07-08 04:03:29,653 - mmaction - INFO - Epoch [110][2640/3757] lr: 1.000e-03, eta: 1 day, 21:16:57, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0309, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.5107, loss: 2.5416, grad_norm: 10.2001 2021-07-08 04:03:50,734 - mmaction - INFO - Epoch [110][2660/3757] lr: 1.000e-03, eta: 1 day, 21:16:36, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0102, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4583, loss: 2.4685, grad_norm: 10.0852 2021-07-08 04:04:11,833 - mmaction - INFO - Epoch [110][2680/3757] lr: 1.000e-03, eta: 1 day, 21:16:14, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9888, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.5001, loss: 2.4889, grad_norm: 9.6768 2021-07-08 04:04:33,066 - mmaction - INFO - Epoch [110][2700/3757] lr: 1.000e-03, eta: 1 day, 21:15:52, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0289, top1_acc: 0.6328, top5_acc: 0.8391, loss_cls: 1.5079, loss: 2.5368, grad_norm: 10.3752 2021-07-08 04:04:54,969 - mmaction - INFO - Epoch [110][2720/3757] lr: 1.000e-03, eta: 1 day, 21:15:31, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9748, top1_acc: 0.6687, top5_acc: 0.8602, loss_cls: 1.3823, loss: 2.3572, grad_norm: 10.1338 2021-07-08 04:05:16,511 - mmaction - INFO - Epoch [110][2740/3757] lr: 1.000e-03, eta: 1 day, 21:15:09, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.0214, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4840, loss: 2.5054, grad_norm: 9.8439 2021-07-08 04:05:37,519 - mmaction - INFO - Epoch [110][2760/3757] lr: 1.000e-03, eta: 1 day, 21:14:48, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9729, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.3878, loss: 2.3607, grad_norm: 9.8832 2021-07-08 04:05:58,688 - mmaction - INFO - Epoch [110][2780/3757] lr: 1.000e-03, eta: 1 day, 21:14:26, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0010, top1_acc: 0.6508, top5_acc: 0.8484, loss_cls: 1.4519, loss: 2.4529, grad_norm: 9.7970 2021-07-08 04:06:19,771 - mmaction - INFO - Epoch [110][2800/3757] lr: 1.000e-03, eta: 1 day, 21:14:04, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0251, top1_acc: 0.6469, top5_acc: 0.8328, loss_cls: 1.4972, loss: 2.5223, grad_norm: 10.1567 2021-07-08 04:06:41,773 - mmaction - INFO - Epoch [110][2820/3757] lr: 1.000e-03, eta: 1 day, 21:13:43, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.0336, top1_acc: 0.6352, top5_acc: 0.8281, loss_cls: 1.5331, loss: 2.5667, grad_norm: 10.0216 2021-07-08 04:07:03,028 - mmaction - INFO - Epoch [110][2840/3757] lr: 1.000e-03, eta: 1 day, 21:13:21, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0439, top1_acc: 0.6492, top5_acc: 0.8203, loss_cls: 1.5175, loss: 2.5614, grad_norm: 10.1345 2021-07-08 04:07:24,229 - mmaction - INFO - Epoch [110][2860/3757] lr: 1.000e-03, eta: 1 day, 21:13:00, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0398, top1_acc: 0.6406, top5_acc: 0.8273, loss_cls: 1.5219, loss: 2.5617, grad_norm: 10.1191 2021-07-08 04:07:45,556 - mmaction - INFO - Epoch [110][2880/3757] lr: 1.000e-03, eta: 1 day, 21:12:38, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9462, top1_acc: 0.6719, top5_acc: 0.8508, loss_cls: 1.3703, loss: 2.3165, grad_norm: 9.7644 2021-07-08 04:08:06,976 - mmaction - INFO - Epoch [110][2900/3757] lr: 1.000e-03, eta: 1 day, 21:12:16, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 0.9844, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.4234, loss: 2.4078, grad_norm: 9.8696 2021-07-08 04:08:28,107 - mmaction - INFO - Epoch [110][2920/3757] lr: 1.000e-03, eta: 1 day, 21:11:55, time: 1.057, data_time: 0.008, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4222, loss: 2.4068, grad_norm: 9.9902 2021-07-08 04:08:49,317 - mmaction - INFO - Epoch [110][2940/3757] lr: 1.000e-03, eta: 1 day, 21:11:33, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0541, top1_acc: 0.6320, top5_acc: 0.8320, loss_cls: 1.5218, loss: 2.5759, grad_norm: 10.2421 2021-07-08 04:09:10,471 - mmaction - INFO - Epoch [110][2960/3757] lr: 1.000e-03, eta: 1 day, 21:11:11, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0213, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5194, loss: 2.5408, grad_norm: 10.2183 2021-07-08 04:09:31,424 - mmaction - INFO - Epoch [110][2980/3757] lr: 1.000e-03, eta: 1 day, 21:10:50, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6398, top5_acc: 0.8414, loss_cls: 1.4884, loss: 2.4759, grad_norm: 9.7985 2021-07-08 04:09:52,580 - mmaction - INFO - Epoch [110][3000/3757] lr: 1.000e-03, eta: 1 day, 21:10:28, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.5377, loss: 2.5642, grad_norm: 9.9881 2021-07-08 04:10:13,681 - mmaction - INFO - Epoch [110][3020/3757] lr: 1.000e-03, eta: 1 day, 21:10:06, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9555, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4189, loss: 2.3744, grad_norm: 9.9700 2021-07-08 04:10:34,896 - mmaction - INFO - Epoch [110][3040/3757] lr: 1.000e-03, eta: 1 day, 21:09:45, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9845, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4245, loss: 2.4090, grad_norm: 9.9841 2021-07-08 04:10:56,133 - mmaction - INFO - Epoch [110][3060/3757] lr: 1.000e-03, eta: 1 day, 21:09:23, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6578, top5_acc: 0.8344, loss_cls: 1.4759, loss: 2.4774, grad_norm: 9.9233 2021-07-08 04:11:17,235 - mmaction - INFO - Epoch [110][3080/3757] lr: 1.000e-03, eta: 1 day, 21:09:01, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0547, top1_acc: 0.6367, top5_acc: 0.8406, loss_cls: 1.5443, loss: 2.5991, grad_norm: 10.0738 2021-07-08 04:11:38,563 - mmaction - INFO - Epoch [110][3100/3757] lr: 1.000e-03, eta: 1 day, 21:08:40, time: 1.066, data_time: 0.019, memory: 6921, loss_aux: 0.9644, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3884, loss: 2.3528, grad_norm: 9.9027 2021-07-08 04:11:59,909 - mmaction - INFO - Epoch [110][3120/3757] lr: 1.000e-03, eta: 1 day, 21:08:18, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9652, top1_acc: 0.6484, top5_acc: 0.8531, loss_cls: 1.3905, loss: 2.3557, grad_norm: 9.8335 2021-07-08 04:12:20,924 - mmaction - INFO - Epoch [110][3140/3757] lr: 1.000e-03, eta: 1 day, 21:07:56, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9699, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.3878, loss: 2.3578, grad_norm: 9.6521 2021-07-08 04:12:42,177 - mmaction - INFO - Epoch [110][3160/3757] lr: 1.000e-03, eta: 1 day, 21:07:35, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6594, top5_acc: 0.8328, loss_cls: 1.4775, loss: 2.4921, grad_norm: 10.0378 2021-07-08 04:13:03,395 - mmaction - INFO - Epoch [110][3180/3757] lr: 1.000e-03, eta: 1 day, 21:07:13, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0275, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4462, loss: 2.4737, grad_norm: 10.0870 2021-07-08 04:13:24,698 - mmaction - INFO - Epoch [110][3200/3757] lr: 1.000e-03, eta: 1 day, 21:06:51, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6672, top5_acc: 0.8375, loss_cls: 1.4730, loss: 2.4616, grad_norm: 9.8857 2021-07-08 04:13:45,853 - mmaction - INFO - Epoch [110][3220/3757] lr: 1.000e-03, eta: 1 day, 21:06:30, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9990, top1_acc: 0.6492, top5_acc: 0.8469, loss_cls: 1.4497, loss: 2.4487, grad_norm: 9.9418 2021-07-08 04:14:07,134 - mmaction - INFO - Epoch [110][3240/3757] lr: 1.000e-03, eta: 1 day, 21:06:08, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0333, top1_acc: 0.6492, top5_acc: 0.8273, loss_cls: 1.5024, loss: 2.5357, grad_norm: 10.0293 2021-07-08 04:14:28,460 - mmaction - INFO - Epoch [110][3260/3757] lr: 1.000e-03, eta: 1 day, 21:05:46, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0500, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.5235, loss: 2.5735, grad_norm: 9.8912 2021-07-08 04:14:50,318 - mmaction - INFO - Epoch [110][3280/3757] lr: 1.000e-03, eta: 1 day, 21:05:25, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.0026, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4722, loss: 2.4748, grad_norm: 9.6544 2021-07-08 04:15:11,556 - mmaction - INFO - Epoch [110][3300/3757] lr: 1.000e-03, eta: 1 day, 21:05:03, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6625, top5_acc: 0.8641, loss_cls: 1.3786, loss: 2.3602, grad_norm: 9.7403 2021-07-08 04:15:32,612 - mmaction - INFO - Epoch [110][3320/3757] lr: 1.000e-03, eta: 1 day, 21:04:42, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0065, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.4752, loss: 2.4818, grad_norm: 10.0962 2021-07-08 04:15:53,650 - mmaction - INFO - Epoch [110][3340/3757] lr: 1.000e-03, eta: 1 day, 21:04:20, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.5074, loss: 2.5240, grad_norm: 10.1548 2021-07-08 04:16:14,831 - mmaction - INFO - Epoch [110][3360/3757] lr: 1.000e-03, eta: 1 day, 21:03:58, time: 1.060, data_time: 0.007, memory: 6921, loss_aux: 0.9575, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.3895, loss: 2.3470, grad_norm: 9.8740 2021-07-08 04:16:35,898 - mmaction - INFO - Epoch [110][3380/3757] lr: 1.000e-03, eta: 1 day, 21:03:37, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6547, top5_acc: 0.8336, loss_cls: 1.4942, loss: 2.4974, grad_norm: 9.7999 2021-07-08 04:16:57,382 - mmaction - INFO - Epoch [110][3400/3757] lr: 1.000e-03, eta: 1 day, 21:03:15, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.0130, top1_acc: 0.6531, top5_acc: 0.8344, loss_cls: 1.5167, loss: 2.5297, grad_norm: 10.0599 2021-07-08 04:17:18,762 - mmaction - INFO - Epoch [110][3420/3757] lr: 1.000e-03, eta: 1 day, 21:02:53, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6344, top5_acc: 0.8422, loss_cls: 1.4679, loss: 2.4611, grad_norm: 9.8578 2021-07-08 04:17:39,912 - mmaction - INFO - Epoch [110][3440/3757] lr: 1.000e-03, eta: 1 day, 21:02:32, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4832, loss: 2.5025, grad_norm: 9.8456 2021-07-08 04:18:01,213 - mmaction - INFO - Epoch [110][3460/3757] lr: 1.000e-03, eta: 1 day, 21:02:10, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9723, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.4194, loss: 2.3916, grad_norm: 9.8024 2021-07-08 04:18:22,851 - mmaction - INFO - Epoch [110][3480/3757] lr: 1.000e-03, eta: 1 day, 21:01:49, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.0567, top1_acc: 0.6211, top5_acc: 0.8289, loss_cls: 1.5748, loss: 2.6314, grad_norm: 10.3598 2021-07-08 04:18:44,114 - mmaction - INFO - Epoch [110][3500/3757] lr: 1.000e-03, eta: 1 day, 21:01:27, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9685, top1_acc: 0.6523, top5_acc: 0.8578, loss_cls: 1.4063, loss: 2.3748, grad_norm: 9.9094 2021-07-08 04:19:05,308 - mmaction - INFO - Epoch [110][3520/3757] lr: 1.000e-03, eta: 1 day, 21:01:05, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4453, loss: 2.4481, grad_norm: 9.8052 2021-07-08 04:19:26,371 - mmaction - INFO - Epoch [110][3540/3757] lr: 1.000e-03, eta: 1 day, 21:00:44, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4584, loss: 2.4522, grad_norm: 10.0182 2021-07-08 04:19:47,748 - mmaction - INFO - Epoch [110][3560/3757] lr: 1.000e-03, eta: 1 day, 21:00:22, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 0.9528, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3910, loss: 2.3438, grad_norm: 10.0052 2021-07-08 04:20:08,923 - mmaction - INFO - Epoch [110][3580/3757] lr: 1.000e-03, eta: 1 day, 21:00:00, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0140, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4625, loss: 2.4765, grad_norm: 9.8841 2021-07-08 04:20:30,137 - mmaction - INFO - Epoch [110][3600/3757] lr: 1.000e-03, eta: 1 day, 20:59:39, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9970, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4442, loss: 2.4412, grad_norm: 9.9747 2021-07-08 04:20:51,592 - mmaction - INFO - Epoch [110][3620/3757] lr: 1.000e-03, eta: 1 day, 20:59:17, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9766, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.3851, loss: 2.3617, grad_norm: 9.5272 2021-07-08 04:21:12,984 - mmaction - INFO - Epoch [110][3640/3757] lr: 1.000e-03, eta: 1 day, 20:58:56, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6445, top5_acc: 0.8195, loss_cls: 1.5167, loss: 2.5376, grad_norm: 9.8634 2021-07-08 04:21:34,596 - mmaction - INFO - Epoch [110][3660/3757] lr: 1.000e-03, eta: 1 day, 20:58:34, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.9885, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3895, loss: 2.3780, grad_norm: 10.0413 2021-07-08 04:21:55,752 - mmaction - INFO - Epoch [110][3680/3757] lr: 1.000e-03, eta: 1 day, 20:58:12, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0186, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4901, loss: 2.5087, grad_norm: 10.0622 2021-07-08 04:22:16,977 - mmaction - INFO - Epoch [110][3700/3757] lr: 1.000e-03, eta: 1 day, 20:57:51, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6273, top5_acc: 0.8219, loss_cls: 1.5461, loss: 2.5703, grad_norm: 10.2875 2021-07-08 04:22:38,151 - mmaction - INFO - Epoch [110][3720/3757] lr: 1.000e-03, eta: 1 day, 20:57:29, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6531, top5_acc: 0.8406, loss_cls: 1.4742, loss: 2.4853, grad_norm: 9.8261 2021-07-08 04:22:59,269 - mmaction - INFO - Epoch [110][3740/3757] lr: 1.000e-03, eta: 1 day, 20:57:07, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0066, top1_acc: 0.6406, top5_acc: 0.8305, loss_cls: 1.4779, loss: 2.4845, grad_norm: 10.1673 2021-07-08 04:23:17,538 - mmaction - INFO - Saving checkpoint at 110 epochs 2021-07-08 04:28:09,501 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 04:28:10,323 - mmaction - INFO - top1_acc 0.6933 top5_acc 0.8821 2021-07-08 04:28:10,323 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 04:28:10,355 - mmaction - INFO - mean_acc 0.6932 2021-07-08 04:28:10,363 - mmaction - INFO - Epoch(val) [110][310] top1_acc: 0.6933, top5_acc: 0.8821, mean_class_accuracy: 0.6932 2021-07-08 04:29:11,215 - mmaction - INFO - Epoch [111][20/3757] lr: 1.000e-03, eta: 1 day, 20:56:35, time: 3.042, data_time: 1.919, memory: 6921, loss_aux: 1.0545, top1_acc: 0.6414, top5_acc: 0.8305, loss_cls: 1.5268, loss: 2.5813, grad_norm: 10.0004 2021-07-08 04:29:32,380 - mmaction - INFO - Epoch [111][40/3757] lr: 1.000e-03, eta: 1 day, 20:56:14, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9758, top1_acc: 0.6508, top5_acc: 0.8625, loss_cls: 1.3970, loss: 2.3728, grad_norm: 9.7895 2021-07-08 04:29:53,882 - mmaction - INFO - Epoch [111][60/3757] lr: 1.000e-03, eta: 1 day, 20:55:52, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 0.9592, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4286, loss: 2.3878, grad_norm: 9.6589 2021-07-08 04:30:15,502 - mmaction - INFO - Epoch [111][80/3757] lr: 1.000e-03, eta: 1 day, 20:55:31, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4156, loss: 2.4046, grad_norm: 9.8421 2021-07-08 04:30:36,688 - mmaction - INFO - Epoch [111][100/3757] lr: 1.000e-03, eta: 1 day, 20:55:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6664, top5_acc: 0.8406, loss_cls: 1.3969, loss: 2.4017, grad_norm: 9.4148 2021-07-08 04:30:57,858 - mmaction - INFO - Epoch [111][120/3757] lr: 1.000e-03, eta: 1 day, 20:54:47, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0583, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.5500, loss: 2.6083, grad_norm: 10.3548 2021-07-08 04:31:19,078 - mmaction - INFO - Epoch [111][140/3757] lr: 1.000e-03, eta: 1 day, 20:54:26, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 1.0197, top1_acc: 0.6492, top5_acc: 0.8492, loss_cls: 1.4649, loss: 2.4846, grad_norm: 10.0025 2021-07-08 04:31:41,236 - mmaction - INFO - Epoch [111][160/3757] lr: 1.000e-03, eta: 1 day, 20:54:04, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6336, top5_acc: 0.8406, loss_cls: 1.5149, loss: 2.5474, grad_norm: 10.2380 2021-07-08 04:32:02,360 - mmaction - INFO - Epoch [111][180/3757] lr: 1.000e-03, eta: 1 day, 20:53:43, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0043, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4459, loss: 2.4503, grad_norm: 9.8935 2021-07-08 04:32:23,478 - mmaction - INFO - Epoch [111][200/3757] lr: 1.000e-03, eta: 1 day, 20:53:21, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0624, top1_acc: 0.6203, top5_acc: 0.8164, loss_cls: 1.6050, loss: 2.6674, grad_norm: 10.3013 2021-07-08 04:32:44,569 - mmaction - INFO - Epoch [111][220/3757] lr: 1.000e-03, eta: 1 day, 20:52:59, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9851, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4263, loss: 2.4114, grad_norm: 9.8226 2021-07-08 04:33:05,920 - mmaction - INFO - Epoch [111][240/3757] lr: 1.000e-03, eta: 1 day, 20:52:38, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9902, top1_acc: 0.6406, top5_acc: 0.8422, loss_cls: 1.4656, loss: 2.4557, grad_norm: 10.1460 2021-07-08 04:33:27,077 - mmaction - INFO - Epoch [111][260/3757] lr: 1.000e-03, eta: 1 day, 20:52:16, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4002, loss: 2.3990, grad_norm: 9.6689 2021-07-08 04:33:47,929 - mmaction - INFO - Epoch [111][280/3757] lr: 1.000e-03, eta: 1 day, 20:51:54, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.0306, top1_acc: 0.6508, top5_acc: 0.8406, loss_cls: 1.4761, loss: 2.5067, grad_norm: 9.9601 2021-07-08 04:34:09,030 - mmaction - INFO - Epoch [111][300/3757] lr: 1.000e-03, eta: 1 day, 20:51:32, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.4748, loss: 2.4696, grad_norm: 9.9762 2021-07-08 04:34:30,192 - mmaction - INFO - Epoch [111][320/3757] lr: 1.000e-03, eta: 1 day, 20:51:11, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9951, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.4296, loss: 2.4248, grad_norm: 10.0834 2021-07-08 04:34:51,380 - mmaction - INFO - Epoch [111][340/3757] lr: 1.000e-03, eta: 1 day, 20:50:49, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0077, top1_acc: 0.6492, top5_acc: 0.8602, loss_cls: 1.4271, loss: 2.4348, grad_norm: 10.0301 2021-07-08 04:35:12,662 - mmaction - INFO - Epoch [111][360/3757] lr: 1.000e-03, eta: 1 day, 20:50:27, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.5007, loss: 2.5163, grad_norm: 10.1962 2021-07-08 04:35:33,537 - mmaction - INFO - Epoch [111][380/3757] lr: 1.000e-03, eta: 1 day, 20:50:06, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.5062, loss: 2.5091, grad_norm: 9.9486 2021-07-08 04:35:54,817 - mmaction - INFO - Epoch [111][400/3757] lr: 1.000e-03, eta: 1 day, 20:49:44, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0253, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4975, loss: 2.5228, grad_norm: 10.0144 2021-07-08 04:36:16,413 - mmaction - INFO - Epoch [111][420/3757] lr: 1.000e-03, eta: 1 day, 20:49:23, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9512, top1_acc: 0.6727, top5_acc: 0.8484, loss_cls: 1.3530, loss: 2.3042, grad_norm: 9.6608 2021-07-08 04:36:37,294 - mmaction - INFO - Epoch [111][440/3757] lr: 1.000e-03, eta: 1 day, 20:49:01, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6594, top5_acc: 0.8266, loss_cls: 1.5109, loss: 2.5236, grad_norm: 9.8537 2021-07-08 04:36:58,530 - mmaction - INFO - Epoch [111][460/3757] lr: 1.000e-03, eta: 1 day, 20:48:39, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4324, loss: 2.4251, grad_norm: 9.9327 2021-07-08 04:37:20,376 - mmaction - INFO - Epoch [111][480/3757] lr: 1.000e-03, eta: 1 day, 20:48:18, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.0367, top1_acc: 0.6445, top5_acc: 0.8258, loss_cls: 1.5363, loss: 2.5730, grad_norm: 10.0156 2021-07-08 04:37:41,991 - mmaction - INFO - Epoch [111][500/3757] lr: 1.000e-03, eta: 1 day, 20:47:56, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9936, top1_acc: 0.6570, top5_acc: 0.8508, loss_cls: 1.4378, loss: 2.4313, grad_norm: 10.0709 2021-07-08 04:38:03,084 - mmaction - INFO - Epoch [111][520/3757] lr: 1.000e-03, eta: 1 day, 20:47:35, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6609, top5_acc: 0.8375, loss_cls: 1.4483, loss: 2.4498, grad_norm: 9.9043 2021-07-08 04:38:24,107 - mmaction - INFO - Epoch [111][540/3757] lr: 1.000e-03, eta: 1 day, 20:47:13, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3741, loss: 2.3355, grad_norm: 9.4674 2021-07-08 04:38:45,045 - mmaction - INFO - Epoch [111][560/3757] lr: 1.000e-03, eta: 1 day, 20:46:51, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 0.9876, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4485, loss: 2.4362, grad_norm: 9.9233 2021-07-08 04:39:06,271 - mmaction - INFO - Epoch [111][580/3757] lr: 1.000e-03, eta: 1 day, 20:46:29, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9436, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3654, loss: 2.3090, grad_norm: 9.4587 2021-07-08 04:39:27,216 - mmaction - INFO - Epoch [111][600/3757] lr: 1.000e-03, eta: 1 day, 20:46:08, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6625, top5_acc: 0.8305, loss_cls: 1.4532, loss: 2.4342, grad_norm: 9.7884 2021-07-08 04:39:48,363 - mmaction - INFO - Epoch [111][620/3757] lr: 1.000e-03, eta: 1 day, 20:45:46, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0311, top1_acc: 0.6516, top5_acc: 0.8250, loss_cls: 1.5080, loss: 2.5391, grad_norm: 10.0418 2021-07-08 04:40:09,412 - mmaction - INFO - Epoch [111][640/3757] lr: 1.000e-03, eta: 1 day, 20:45:24, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9471, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3231, loss: 2.2702, grad_norm: 9.5481 2021-07-08 04:40:30,607 - mmaction - INFO - Epoch [111][660/3757] lr: 1.000e-03, eta: 1 day, 20:45:03, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0118, top1_acc: 0.6398, top5_acc: 0.8234, loss_cls: 1.5224, loss: 2.5341, grad_norm: 10.1776 2021-07-08 04:40:51,745 - mmaction - INFO - Epoch [111][680/3757] lr: 1.000e-03, eta: 1 day, 20:44:41, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4548, loss: 2.4440, grad_norm: 9.8673 2021-07-08 04:41:12,838 - mmaction - INFO - Epoch [111][700/3757] lr: 1.000e-03, eta: 1 day, 20:44:19, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0214, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4639, loss: 2.4852, grad_norm: 9.9857 2021-07-08 04:41:33,906 - mmaction - INFO - Epoch [111][720/3757] lr: 1.000e-03, eta: 1 day, 20:43:58, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.4417, loss: 2.4196, grad_norm: 9.7773 2021-07-08 04:41:55,066 - mmaction - INFO - Epoch [111][740/3757] lr: 1.000e-03, eta: 1 day, 20:43:36, time: 1.057, data_time: 0.017, memory: 6921, loss_aux: 1.0187, top1_acc: 0.6703, top5_acc: 0.8383, loss_cls: 1.4591, loss: 2.4779, grad_norm: 9.8623 2021-07-08 04:42:16,061 - mmaction - INFO - Epoch [111][760/3757] lr: 1.000e-03, eta: 1 day, 20:43:14, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6680, top5_acc: 0.8508, loss_cls: 1.3868, loss: 2.3760, grad_norm: 9.7852 2021-07-08 04:42:37,288 - mmaction - INFO - Epoch [111][780/3757] lr: 1.000e-03, eta: 1 day, 20:42:52, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6430, top5_acc: 0.8242, loss_cls: 1.4886, loss: 2.5103, grad_norm: 9.8362 2021-07-08 04:42:59,126 - mmaction - INFO - Epoch [111][800/3757] lr: 1.000e-03, eta: 1 day, 20:42:31, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9676, top1_acc: 0.6750, top5_acc: 0.8453, loss_cls: 1.3704, loss: 2.3380, grad_norm: 9.2541 2021-07-08 04:43:20,411 - mmaction - INFO - Epoch [111][820/3757] lr: 1.000e-03, eta: 1 day, 20:42:09, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6594, top5_acc: 0.8477, loss_cls: 1.4018, loss: 2.3779, grad_norm: 9.9342 2021-07-08 04:43:41,621 - mmaction - INFO - Epoch [111][840/3757] lr: 1.000e-03, eta: 1 day, 20:41:48, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0077, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4403, loss: 2.4480, grad_norm: 9.6483 2021-07-08 04:44:02,856 - mmaction - INFO - Epoch [111][860/3757] lr: 1.000e-03, eta: 1 day, 20:41:26, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.4640, loss: 2.4623, grad_norm: 10.0944 2021-07-08 04:44:25,240 - mmaction - INFO - Epoch [111][880/3757] lr: 1.000e-03, eta: 1 day, 20:41:05, time: 1.118, data_time: 0.002, memory: 6921, loss_aux: 0.9563, top1_acc: 0.6891, top5_acc: 0.8523, loss_cls: 1.3380, loss: 2.2942, grad_norm: 9.5044 2021-07-08 04:44:46,316 - mmaction - INFO - Epoch [111][900/3757] lr: 1.000e-03, eta: 1 day, 20:40:43, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4270, loss: 2.4435, grad_norm: 10.1901 2021-07-08 04:45:07,385 - mmaction - INFO - Epoch [111][920/3757] lr: 1.000e-03, eta: 1 day, 20:40:21, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9805, top1_acc: 0.6617, top5_acc: 0.8586, loss_cls: 1.4011, loss: 2.3816, grad_norm: 9.6734 2021-07-08 04:45:28,994 - mmaction - INFO - Epoch [111][940/3757] lr: 1.000e-03, eta: 1 day, 20:40:00, time: 1.081, data_time: 0.007, memory: 6921, loss_aux: 1.0414, top1_acc: 0.6344, top5_acc: 0.8281, loss_cls: 1.5277, loss: 2.5691, grad_norm: 10.0883 2021-07-08 04:45:50,279 - mmaction - INFO - Epoch [111][960/3757] lr: 1.000e-03, eta: 1 day, 20:39:38, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0251, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4463, loss: 2.4714, grad_norm: 9.9382 2021-07-08 04:46:11,464 - mmaction - INFO - Epoch [111][980/3757] lr: 1.000e-03, eta: 1 day, 20:39:17, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6273, top5_acc: 0.8406, loss_cls: 1.5061, loss: 2.5049, grad_norm: 10.1746 2021-07-08 04:46:32,710 - mmaction - INFO - Epoch [111][1000/3757] lr: 1.000e-03, eta: 1 day, 20:38:55, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.5168, loss: 2.5478, grad_norm: 9.9808 2021-07-08 04:46:54,252 - mmaction - INFO - Epoch [111][1020/3757] lr: 1.000e-03, eta: 1 day, 20:38:34, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0108, top1_acc: 0.6375, top5_acc: 0.8523, loss_cls: 1.4412, loss: 2.4520, grad_norm: 10.0854 2021-07-08 04:47:15,428 - mmaction - INFO - Epoch [111][1040/3757] lr: 1.000e-03, eta: 1 day, 20:38:12, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9826, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4264, loss: 2.4089, grad_norm: 9.8427 2021-07-08 04:47:36,775 - mmaction - INFO - Epoch [111][1060/3757] lr: 1.000e-03, eta: 1 day, 20:37:50, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3712, loss: 2.3534, grad_norm: 9.8569 2021-07-08 04:47:57,825 - mmaction - INFO - Epoch [111][1080/3757] lr: 1.000e-03, eta: 1 day, 20:37:29, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4241, loss: 2.4160, grad_norm: 9.7630 2021-07-08 04:48:19,071 - mmaction - INFO - Epoch [111][1100/3757] lr: 1.000e-03, eta: 1 day, 20:37:07, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6375, top5_acc: 0.8375, loss_cls: 1.5328, loss: 2.5600, grad_norm: 10.2039 2021-07-08 04:48:40,493 - mmaction - INFO - Epoch [111][1120/3757] lr: 1.000e-03, eta: 1 day, 20:36:45, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9337, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.3697, loss: 2.3034, grad_norm: 9.5790 2021-07-08 04:49:01,452 - mmaction - INFO - Epoch [111][1140/3757] lr: 1.000e-03, eta: 1 day, 20:36:24, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0376, top1_acc: 0.6617, top5_acc: 0.8305, loss_cls: 1.4914, loss: 2.5290, grad_norm: 10.0160 2021-07-08 04:49:22,689 - mmaction - INFO - Epoch [111][1160/3757] lr: 1.000e-03, eta: 1 day, 20:36:02, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4336, loss: 2.4242, grad_norm: 9.9875 2021-07-08 04:49:43,793 - mmaction - INFO - Epoch [111][1180/3757] lr: 1.000e-03, eta: 1 day, 20:35:40, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0370, top1_acc: 0.6461, top5_acc: 0.8258, loss_cls: 1.5031, loss: 2.5401, grad_norm: 10.0787 2021-07-08 04:50:05,697 - mmaction - INFO - Epoch [111][1200/3757] lr: 1.000e-03, eta: 1 day, 20:35:19, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6664, top5_acc: 0.8328, loss_cls: 1.4237, loss: 2.4101, grad_norm: 9.7947 2021-07-08 04:50:26,900 - mmaction - INFO - Epoch [111][1220/3757] lr: 1.000e-03, eta: 1 day, 20:34:57, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9503, top1_acc: 0.6703, top5_acc: 0.8508, loss_cls: 1.3716, loss: 2.3219, grad_norm: 9.7360 2021-07-08 04:50:47,962 - mmaction - INFO - Epoch [111][1240/3757] lr: 1.000e-03, eta: 1 day, 20:34:35, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.4355, loss: 2.4597, grad_norm: 10.3252 2021-07-08 04:51:09,296 - mmaction - INFO - Epoch [111][1260/3757] lr: 1.000e-03, eta: 1 day, 20:34:14, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0129, top1_acc: 0.6430, top5_acc: 0.8273, loss_cls: 1.5074, loss: 2.5203, grad_norm: 10.1362 2021-07-08 04:51:30,470 - mmaction - INFO - Epoch [111][1280/3757] lr: 1.000e-03, eta: 1 day, 20:33:52, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9536, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4453, loss: 2.3989, grad_norm: 9.7852 2021-07-08 04:51:51,958 - mmaction - INFO - Epoch [111][1300/3757] lr: 1.000e-03, eta: 1 day, 20:33:31, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.4043, loss: 2.3906, grad_norm: 9.8556 2021-07-08 04:52:14,177 - mmaction - INFO - Epoch [111][1320/3757] lr: 1.000e-03, eta: 1 day, 20:33:09, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 0.9766, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.4266, loss: 2.4033, grad_norm: 9.7331 2021-07-08 04:52:35,156 - mmaction - INFO - Epoch [111][1340/3757] lr: 1.000e-03, eta: 1 day, 20:32:48, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.0118, top1_acc: 0.6516, top5_acc: 0.8383, loss_cls: 1.4604, loss: 2.4722, grad_norm: 9.7658 2021-07-08 04:52:56,461 - mmaction - INFO - Epoch [111][1360/3757] lr: 1.000e-03, eta: 1 day, 20:32:26, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4050, loss: 2.3872, grad_norm: 9.9911 2021-07-08 04:53:17,569 - mmaction - INFO - Epoch [111][1380/3757] lr: 1.000e-03, eta: 1 day, 20:32:04, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6453, top5_acc: 0.8500, loss_cls: 1.4430, loss: 2.4361, grad_norm: 10.0779 2021-07-08 04:53:38,862 - mmaction - INFO - Epoch [111][1400/3757] lr: 1.000e-03, eta: 1 day, 20:31:43, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0335, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4793, loss: 2.5127, grad_norm: 9.8417 2021-07-08 04:53:59,899 - mmaction - INFO - Epoch [111][1420/3757] lr: 1.000e-03, eta: 1 day, 20:31:21, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0250, top1_acc: 0.6383, top5_acc: 0.8422, loss_cls: 1.4619, loss: 2.4869, grad_norm: 10.1162 2021-07-08 04:54:21,032 - mmaction - INFO - Epoch [111][1440/3757] lr: 1.000e-03, eta: 1 day, 20:30:59, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9687, top1_acc: 0.6453, top5_acc: 0.8492, loss_cls: 1.3889, loss: 2.3576, grad_norm: 9.7355 2021-07-08 04:54:42,130 - mmaction - INFO - Epoch [111][1460/3757] lr: 1.000e-03, eta: 1 day, 20:30:38, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9673, top1_acc: 0.6695, top5_acc: 0.8398, loss_cls: 1.3927, loss: 2.3600, grad_norm: 9.6849 2021-07-08 04:55:03,181 - mmaction - INFO - Epoch [111][1480/3757] lr: 1.000e-03, eta: 1 day, 20:30:16, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0159, top1_acc: 0.6336, top5_acc: 0.8398, loss_cls: 1.4908, loss: 2.5067, grad_norm: 9.8870 2021-07-08 04:55:24,257 - mmaction - INFO - Epoch [111][1500/3757] lr: 1.000e-03, eta: 1 day, 20:29:54, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0047, top1_acc: 0.6523, top5_acc: 0.8297, loss_cls: 1.4636, loss: 2.4683, grad_norm: 9.9263 2021-07-08 04:55:45,449 - mmaction - INFO - Epoch [111][1520/3757] lr: 1.000e-03, eta: 1 day, 20:29:33, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6664, top5_acc: 0.8406, loss_cls: 1.4443, loss: 2.4607, grad_norm: 9.7090 2021-07-08 04:56:06,886 - mmaction - INFO - Epoch [111][1540/3757] lr: 1.000e-03, eta: 1 day, 20:29:11, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0190, top1_acc: 0.6414, top5_acc: 0.8313, loss_cls: 1.4924, loss: 2.5114, grad_norm: 9.9559 2021-07-08 04:56:28,094 - mmaction - INFO - Epoch [111][1560/3757] lr: 1.000e-03, eta: 1 day, 20:28:49, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9909, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4685, loss: 2.4594, grad_norm: 10.0414 2021-07-08 04:56:49,255 - mmaction - INFO - Epoch [111][1580/3757] lr: 1.000e-03, eta: 1 day, 20:28:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0525, top1_acc: 0.6461, top5_acc: 0.8250, loss_cls: 1.4863, loss: 2.5388, grad_norm: 10.0625 2021-07-08 04:57:10,605 - mmaction - INFO - Epoch [111][1600/3757] lr: 1.000e-03, eta: 1 day, 20:28:06, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.4255, loss: 2.4492, grad_norm: 10.1375 2021-07-08 04:57:31,930 - mmaction - INFO - Epoch [111][1620/3757] lr: 1.000e-03, eta: 1 day, 20:27:44, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.0174, top1_acc: 0.6461, top5_acc: 0.8328, loss_cls: 1.4714, loss: 2.4888, grad_norm: 10.2215 2021-07-08 04:57:53,308 - mmaction - INFO - Epoch [111][1640/3757] lr: 1.000e-03, eta: 1 day, 20:27:23, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0306, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4608, loss: 2.4914, grad_norm: 10.1314 2021-07-08 04:58:14,317 - mmaction - INFO - Epoch [111][1660/3757] lr: 1.000e-03, eta: 1 day, 20:27:01, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.0317, top1_acc: 0.6484, top5_acc: 0.8250, loss_cls: 1.5121, loss: 2.5438, grad_norm: 10.1670 2021-07-08 04:58:35,492 - mmaction - INFO - Epoch [111][1680/3757] lr: 1.000e-03, eta: 1 day, 20:26:40, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9883, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.4212, loss: 2.4095, grad_norm: 9.6786 2021-07-08 04:58:57,575 - mmaction - INFO - Epoch [111][1700/3757] lr: 1.000e-03, eta: 1 day, 20:26:18, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6664, top5_acc: 0.8359, loss_cls: 1.4126, loss: 2.3707, grad_norm: 9.9321 2021-07-08 04:59:18,753 - mmaction - INFO - Epoch [111][1720/3757] lr: 1.000e-03, eta: 1 day, 20:25:57, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9433, top1_acc: 0.6719, top5_acc: 0.8445, loss_cls: 1.3574, loss: 2.3007, grad_norm: 9.6358 2021-07-08 04:59:39,713 - mmaction - INFO - Epoch [111][1740/3757] lr: 1.000e-03, eta: 1 day, 20:25:35, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4591, loss: 2.4558, grad_norm: 9.9318 2021-07-08 05:00:00,815 - mmaction - INFO - Epoch [111][1760/3757] lr: 1.000e-03, eta: 1 day, 20:25:13, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6438, top5_acc: 0.8398, loss_cls: 1.4673, loss: 2.4866, grad_norm: 10.1399 2021-07-08 05:00:21,933 - mmaction - INFO - Epoch [111][1780/3757] lr: 1.000e-03, eta: 1 day, 20:24:51, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9686, top1_acc: 0.6609, top5_acc: 0.8633, loss_cls: 1.4029, loss: 2.3715, grad_norm: 10.0085 2021-07-08 05:00:43,177 - mmaction - INFO - Epoch [111][1800/3757] lr: 1.000e-03, eta: 1 day, 20:24:30, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9762, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4471, loss: 2.4233, grad_norm: 10.1464 2021-07-08 05:01:04,921 - mmaction - INFO - Epoch [111][1820/3757] lr: 1.000e-03, eta: 1 day, 20:24:08, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4852, loss: 2.4815, grad_norm: 9.9821 2021-07-08 05:01:25,841 - mmaction - INFO - Epoch [111][1840/3757] lr: 1.000e-03, eta: 1 day, 20:23:47, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0450, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4535, loss: 2.4985, grad_norm: 10.0517 2021-07-08 05:01:47,170 - mmaction - INFO - Epoch [111][1860/3757] lr: 1.000e-03, eta: 1 day, 20:23:25, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9962, top1_acc: 0.6383, top5_acc: 0.8391, loss_cls: 1.4689, loss: 2.4651, grad_norm: 10.1997 2021-07-08 05:02:08,308 - mmaction - INFO - Epoch [111][1880/3757] lr: 1.000e-03, eta: 1 day, 20:23:03, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9877, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3970, loss: 2.3847, grad_norm: 9.9528 2021-07-08 05:02:29,955 - mmaction - INFO - Epoch [111][1900/3757] lr: 1.000e-03, eta: 1 day, 20:22:42, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 0.9665, top1_acc: 0.6625, top5_acc: 0.8633, loss_cls: 1.3594, loss: 2.3259, grad_norm: 9.9999 2021-07-08 05:02:51,059 - mmaction - INFO - Epoch [111][1920/3757] lr: 1.000e-03, eta: 1 day, 20:22:20, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6539, top5_acc: 0.8492, loss_cls: 1.4493, loss: 2.4525, grad_norm: 10.0322 2021-07-08 05:03:11,991 - mmaction - INFO - Epoch [111][1940/3757] lr: 1.000e-03, eta: 1 day, 20:21:58, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 0.9656, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3944, loss: 2.3599, grad_norm: 9.7687 2021-07-08 05:03:33,246 - mmaction - INFO - Epoch [111][1960/3757] lr: 1.000e-03, eta: 1 day, 20:21:37, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9918, top1_acc: 0.6680, top5_acc: 0.8445, loss_cls: 1.4149, loss: 2.4067, grad_norm: 9.8016 2021-07-08 05:03:54,351 - mmaction - INFO - Epoch [111][1980/3757] lr: 1.000e-03, eta: 1 day, 20:21:15, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9878, top1_acc: 0.6430, top5_acc: 0.8453, loss_cls: 1.4150, loss: 2.4028, grad_norm: 10.2050 2021-07-08 05:04:15,326 - mmaction - INFO - Epoch [111][2000/3757] lr: 1.000e-03, eta: 1 day, 20:20:53, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.3983, loss: 2.3709, grad_norm: 9.9965 2021-07-08 05:04:36,288 - mmaction - INFO - Epoch [111][2020/3757] lr: 1.000e-03, eta: 1 day, 20:20:32, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0364, top1_acc: 0.6453, top5_acc: 0.8313, loss_cls: 1.5128, loss: 2.5492, grad_norm: 10.0020 2021-07-08 05:04:57,344 - mmaction - INFO - Epoch [111][2040/3757] lr: 1.000e-03, eta: 1 day, 20:20:10, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9944, top1_acc: 0.6367, top5_acc: 0.8422, loss_cls: 1.4805, loss: 2.4748, grad_norm: 10.2793 2021-07-08 05:05:18,563 - mmaction - INFO - Epoch [111][2060/3757] lr: 1.000e-03, eta: 1 day, 20:19:48, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9955, top1_acc: 0.6570, top5_acc: 0.8320, loss_cls: 1.4634, loss: 2.4589, grad_norm: 9.9747 2021-07-08 05:05:40,066 - mmaction - INFO - Epoch [111][2080/3757] lr: 1.000e-03, eta: 1 day, 20:19:27, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0187, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4366, loss: 2.4553, grad_norm: 9.9391 2021-07-08 05:06:01,053 - mmaction - INFO - Epoch [111][2100/3757] lr: 1.000e-03, eta: 1 day, 20:19:05, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.4264, loss: 2.4099, grad_norm: 9.9158 2021-07-08 05:06:22,037 - mmaction - INFO - Epoch [111][2120/3757] lr: 1.000e-03, eta: 1 day, 20:18:43, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.1022, top1_acc: 0.6188, top5_acc: 0.8039, loss_cls: 1.6401, loss: 2.7423, grad_norm: 10.4762 2021-07-08 05:06:43,128 - mmaction - INFO - Epoch [111][2140/3757] lr: 1.000e-03, eta: 1 day, 20:18:21, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0491, top1_acc: 0.6375, top5_acc: 0.8242, loss_cls: 1.5475, loss: 2.5967, grad_norm: 10.3737 2021-07-08 05:07:05,912 - mmaction - INFO - Epoch [111][2160/3757] lr: 1.000e-03, eta: 1 day, 20:18:00, time: 1.139, data_time: 0.001, memory: 6921, loss_aux: 0.9476, top1_acc: 0.6859, top5_acc: 0.8531, loss_cls: 1.3636, loss: 2.3112, grad_norm: 9.6090 2021-07-08 05:07:26,878 - mmaction - INFO - Epoch [111][2180/3757] lr: 1.000e-03, eta: 1 day, 20:17:39, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.0451, top1_acc: 0.6195, top5_acc: 0.8328, loss_cls: 1.5583, loss: 2.6034, grad_norm: 10.2630 2021-07-08 05:07:48,029 - mmaction - INFO - Epoch [111][2200/3757] lr: 1.000e-03, eta: 1 day, 20:17:17, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9772, top1_acc: 0.6562, top5_acc: 0.8367, loss_cls: 1.4455, loss: 2.4227, grad_norm: 9.9310 2021-07-08 05:08:09,417 - mmaction - INFO - Epoch [111][2220/3757] lr: 1.000e-03, eta: 1 day, 20:16:55, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6414, top5_acc: 0.8320, loss_cls: 1.5085, loss: 2.5143, grad_norm: 10.1118 2021-07-08 05:08:30,457 - mmaction - INFO - Epoch [111][2240/3757] lr: 1.000e-03, eta: 1 day, 20:16:34, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0174, top1_acc: 0.6562, top5_acc: 0.8305, loss_cls: 1.4943, loss: 2.5116, grad_norm: 9.8565 2021-07-08 05:08:52,207 - mmaction - INFO - Epoch [111][2260/3757] lr: 1.000e-03, eta: 1 day, 20:16:12, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 0.9401, top1_acc: 0.6758, top5_acc: 0.8453, loss_cls: 1.3762, loss: 2.3162, grad_norm: 9.5326 2021-07-08 05:09:13,243 - mmaction - INFO - Epoch [111][2280/3757] lr: 1.000e-03, eta: 1 day, 20:15:51, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9885, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4511, loss: 2.4396, grad_norm: 9.9908 2021-07-08 05:09:34,329 - mmaction - INFO - Epoch [111][2300/3757] lr: 1.000e-03, eta: 1 day, 20:15:29, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6906, top5_acc: 0.8547, loss_cls: 1.3649, loss: 2.3395, grad_norm: 9.7667 2021-07-08 05:09:55,653 - mmaction - INFO - Epoch [111][2320/3757] lr: 1.000e-03, eta: 1 day, 20:15:07, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4664, loss: 2.4822, grad_norm: 10.1092 2021-07-08 05:10:16,838 - mmaction - INFO - Epoch [111][2340/3757] lr: 1.000e-03, eta: 1 day, 20:14:46, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6352, top5_acc: 0.8352, loss_cls: 1.5050, loss: 2.5113, grad_norm: 10.1057 2021-07-08 05:10:38,207 - mmaction - INFO - Epoch [111][2360/3757] lr: 1.000e-03, eta: 1 day, 20:14:24, time: 1.069, data_time: 0.006, memory: 6921, loss_aux: 1.0030, top1_acc: 0.6547, top5_acc: 0.8281, loss_cls: 1.4651, loss: 2.4681, grad_norm: 9.9372 2021-07-08 05:10:59,660 - mmaction - INFO - Epoch [111][2380/3757] lr: 1.000e-03, eta: 1 day, 20:14:02, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9608, top1_acc: 0.6852, top5_acc: 0.8523, loss_cls: 1.3560, loss: 2.3168, grad_norm: 9.6012 2021-07-08 05:11:20,871 - mmaction - INFO - Epoch [111][2400/3757] lr: 1.000e-03, eta: 1 day, 20:13:41, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9297, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3657, loss: 2.2953, grad_norm: 9.5662 2021-07-08 05:11:41,862 - mmaction - INFO - Epoch [111][2420/3757] lr: 1.000e-03, eta: 1 day, 20:13:19, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6609, top5_acc: 0.8344, loss_cls: 1.5082, loss: 2.5547, grad_norm: 9.9396 2021-07-08 05:12:03,418 - mmaction - INFO - Epoch [111][2440/3757] lr: 1.000e-03, eta: 1 day, 20:12:57, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.0233, top1_acc: 0.6312, top5_acc: 0.8367, loss_cls: 1.5010, loss: 2.5243, grad_norm: 10.2551 2021-07-08 05:12:25,182 - mmaction - INFO - Epoch [111][2460/3757] lr: 1.000e-03, eta: 1 day, 20:12:36, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4169, loss: 2.4041, grad_norm: 9.8348 2021-07-08 05:12:46,321 - mmaction - INFO - Epoch [111][2480/3757] lr: 1.000e-03, eta: 1 day, 20:12:14, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0821, top1_acc: 0.6211, top5_acc: 0.8242, loss_cls: 1.5952, loss: 2.6773, grad_norm: 10.3544 2021-07-08 05:13:07,447 - mmaction - INFO - Epoch [111][2500/3757] lr: 1.000e-03, eta: 1 day, 20:11:53, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0004, top1_acc: 0.6617, top5_acc: 0.8320, loss_cls: 1.4570, loss: 2.4574, grad_norm: 9.9304 2021-07-08 05:13:28,909 - mmaction - INFO - Epoch [111][2520/3757] lr: 1.000e-03, eta: 1 day, 20:11:31, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9840, top1_acc: 0.6547, top5_acc: 0.8391, loss_cls: 1.4442, loss: 2.4282, grad_norm: 9.8116 2021-07-08 05:13:50,346 - mmaction - INFO - Epoch [111][2540/3757] lr: 1.000e-03, eta: 1 day, 20:11:10, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.3979, loss: 2.3758, grad_norm: 9.7912 2021-07-08 05:14:11,543 - mmaction - INFO - Epoch [111][2560/3757] lr: 1.000e-03, eta: 1 day, 20:10:48, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 0.9787, top1_acc: 0.6711, top5_acc: 0.8438, loss_cls: 1.3974, loss: 2.3761, grad_norm: 9.7332 2021-07-08 05:14:32,685 - mmaction - INFO - Epoch [111][2580/3757] lr: 1.000e-03, eta: 1 day, 20:10:26, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4392, loss: 2.4397, grad_norm: 9.9237 2021-07-08 05:14:54,489 - mmaction - INFO - Epoch [111][2600/3757] lr: 1.000e-03, eta: 1 day, 20:10:05, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.9924, top1_acc: 0.6469, top5_acc: 0.8430, loss_cls: 1.4392, loss: 2.4316, grad_norm: 9.8904 2021-07-08 05:15:16,166 - mmaction - INFO - Epoch [111][2620/3757] lr: 1.000e-03, eta: 1 day, 20:09:43, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6695, top5_acc: 0.8367, loss_cls: 1.4181, loss: 2.4070, grad_norm: 9.7864 2021-07-08 05:15:37,234 - mmaction - INFO - Epoch [111][2640/3757] lr: 1.000e-03, eta: 1 day, 20:09:22, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9993, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.4373, loss: 2.4366, grad_norm: 9.9376 2021-07-08 05:15:58,422 - mmaction - INFO - Epoch [111][2660/3757] lr: 1.000e-03, eta: 1 day, 20:09:00, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6547, top5_acc: 0.8367, loss_cls: 1.4978, loss: 2.5292, grad_norm: 10.0747 2021-07-08 05:16:19,589 - mmaction - INFO - Epoch [111][2680/3757] lr: 1.000e-03, eta: 1 day, 20:08:38, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0237, top1_acc: 0.6234, top5_acc: 0.8172, loss_cls: 1.5376, loss: 2.5614, grad_norm: 10.3939 2021-07-08 05:16:40,759 - mmaction - INFO - Epoch [111][2700/3757] lr: 1.000e-03, eta: 1 day, 20:08:17, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0427, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.5086, loss: 2.5513, grad_norm: 10.0609 2021-07-08 05:17:02,028 - mmaction - INFO - Epoch [111][2720/3757] lr: 1.000e-03, eta: 1 day, 20:07:55, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9298, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3273, loss: 2.2570, grad_norm: 9.6149 2021-07-08 05:17:23,145 - mmaction - INFO - Epoch [111][2740/3757] lr: 1.000e-03, eta: 1 day, 20:07:33, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6602, top5_acc: 0.8391, loss_cls: 1.4468, loss: 2.4247, grad_norm: 9.7058 2021-07-08 05:17:44,706 - mmaction - INFO - Epoch [111][2760/3757] lr: 1.000e-03, eta: 1 day, 20:07:12, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9796, top1_acc: 0.6445, top5_acc: 0.8570, loss_cls: 1.4151, loss: 2.3947, grad_norm: 9.9439 2021-07-08 05:18:06,616 - mmaction - INFO - Epoch [111][2780/3757] lr: 1.000e-03, eta: 1 day, 20:06:50, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 1.0231, top1_acc: 0.6375, top5_acc: 0.8336, loss_cls: 1.5004, loss: 2.5235, grad_norm: 10.0061 2021-07-08 05:18:27,647 - mmaction - INFO - Epoch [111][2800/3757] lr: 1.000e-03, eta: 1 day, 20:06:29, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.4221, loss: 2.4032, grad_norm: 9.7128 2021-07-08 05:18:48,621 - mmaction - INFO - Epoch [111][2820/3757] lr: 1.000e-03, eta: 1 day, 20:06:07, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4387, loss: 2.4399, grad_norm: 9.7422 2021-07-08 05:19:09,808 - mmaction - INFO - Epoch [111][2840/3757] lr: 1.000e-03, eta: 1 day, 20:05:45, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6516, top5_acc: 0.8219, loss_cls: 1.5173, loss: 2.5398, grad_norm: 9.8505 2021-07-08 05:19:30,914 - mmaction - INFO - Epoch [111][2860/3757] lr: 1.000e-03, eta: 1 day, 20:05:24, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0486, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4996, loss: 2.5482, grad_norm: 10.4230 2021-07-08 05:19:52,123 - mmaction - INFO - Epoch [111][2880/3757] lr: 1.000e-03, eta: 1 day, 20:05:02, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9370, top1_acc: 0.6750, top5_acc: 0.8508, loss_cls: 1.3646, loss: 2.3016, grad_norm: 9.5719 2021-07-08 05:20:13,870 - mmaction - INFO - Epoch [111][2900/3757] lr: 1.000e-03, eta: 1 day, 20:04:41, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 0.9666, top1_acc: 0.6805, top5_acc: 0.8484, loss_cls: 1.3835, loss: 2.3500, grad_norm: 9.8019 2021-07-08 05:20:34,947 - mmaction - INFO - Epoch [111][2920/3757] lr: 1.000e-03, eta: 1 day, 20:04:19, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0497, top1_acc: 0.6477, top5_acc: 0.8352, loss_cls: 1.5133, loss: 2.5629, grad_norm: 10.1668 2021-07-08 05:20:56,121 - mmaction - INFO - Epoch [111][2940/3757] lr: 1.000e-03, eta: 1 day, 20:03:57, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0123, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.4908, loss: 2.5032, grad_norm: 10.1782 2021-07-08 05:21:17,283 - mmaction - INFO - Epoch [111][2960/3757] lr: 1.000e-03, eta: 1 day, 20:03:35, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5113, loss: 2.5586, grad_norm: 10.0754 2021-07-08 05:21:38,608 - mmaction - INFO - Epoch [111][2980/3757] lr: 1.000e-03, eta: 1 day, 20:03:14, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6461, top5_acc: 0.8344, loss_cls: 1.4850, loss: 2.4878, grad_norm: 10.0194 2021-07-08 05:21:59,596 - mmaction - INFO - Epoch [111][3000/3757] lr: 1.000e-03, eta: 1 day, 20:02:52, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6531, top5_acc: 0.8477, loss_cls: 1.4432, loss: 2.4742, grad_norm: 10.1684 2021-07-08 05:22:20,984 - mmaction - INFO - Epoch [111][3020/3757] lr: 1.000e-03, eta: 1 day, 20:02:31, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9658, top1_acc: 0.6719, top5_acc: 0.8438, loss_cls: 1.4085, loss: 2.3742, grad_norm: 9.5018 2021-07-08 05:22:42,171 - mmaction - INFO - Epoch [111][3040/3757] lr: 1.000e-03, eta: 1 day, 20:02:09, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0088, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.4150, loss: 2.4237, grad_norm: 9.7669 2021-07-08 05:23:03,392 - mmaction - INFO - Epoch [111][3060/3757] lr: 1.000e-03, eta: 1 day, 20:01:47, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9762, top1_acc: 0.6344, top5_acc: 0.8305, loss_cls: 1.4818, loss: 2.4581, grad_norm: 9.8849 2021-07-08 05:23:24,616 - mmaction - INFO - Epoch [111][3080/3757] lr: 1.000e-03, eta: 1 day, 20:01:26, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0044, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4778, loss: 2.4822, grad_norm: 9.9507 2021-07-08 05:23:45,863 - mmaction - INFO - Epoch [111][3100/3757] lr: 1.000e-03, eta: 1 day, 20:01:04, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9992, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4320, loss: 2.4312, grad_norm: 9.9276 2021-07-08 05:24:06,931 - mmaction - INFO - Epoch [111][3120/3757] lr: 1.000e-03, eta: 1 day, 20:00:42, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6555, top5_acc: 0.8281, loss_cls: 1.5052, loss: 2.5212, grad_norm: 9.9120 2021-07-08 05:24:28,159 - mmaction - INFO - Epoch [111][3140/3757] lr: 1.000e-03, eta: 1 day, 20:00:21, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4826, loss: 2.4924, grad_norm: 10.2561 2021-07-08 05:24:49,344 - mmaction - INFO - Epoch [111][3160/3757] lr: 1.000e-03, eta: 1 day, 19:59:59, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9520, top1_acc: 0.6828, top5_acc: 0.8539, loss_cls: 1.3498, loss: 2.3018, grad_norm: 9.5318 2021-07-08 05:25:10,443 - mmaction - INFO - Epoch [111][3180/3757] lr: 1.000e-03, eta: 1 day, 19:59:37, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.4904, loss: 2.5040, grad_norm: 9.8512 2021-07-08 05:25:31,599 - mmaction - INFO - Epoch [111][3200/3757] lr: 1.000e-03, eta: 1 day, 19:59:16, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4130, loss: 2.3993, grad_norm: 9.7987 2021-07-08 05:25:53,042 - mmaction - INFO - Epoch [111][3220/3757] lr: 1.000e-03, eta: 1 day, 19:58:54, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0243, top1_acc: 0.6680, top5_acc: 0.8367, loss_cls: 1.4506, loss: 2.4750, grad_norm: 9.9821 2021-07-08 05:26:14,176 - mmaction - INFO - Epoch [111][3240/3757] lr: 1.000e-03, eta: 1 day, 19:58:32, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.4863, loss: 2.5128, grad_norm: 10.5187 2021-07-08 05:26:36,270 - mmaction - INFO - Epoch [111][3260/3757] lr: 1.000e-03, eta: 1 day, 19:58:11, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 0.9998, top1_acc: 0.6414, top5_acc: 0.8344, loss_cls: 1.4969, loss: 2.4967, grad_norm: 9.8831 2021-07-08 05:26:57,216 - mmaction - INFO - Epoch [111][3280/3757] lr: 1.000e-03, eta: 1 day, 19:57:49, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9710, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.4174, loss: 2.3884, grad_norm: 9.6942 2021-07-08 05:27:18,330 - mmaction - INFO - Epoch [111][3300/3757] lr: 1.000e-03, eta: 1 day, 19:57:28, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6562, top5_acc: 0.8195, loss_cls: 1.5193, loss: 2.5657, grad_norm: 9.7612 2021-07-08 05:27:39,473 - mmaction - INFO - Epoch [111][3320/3757] lr: 1.000e-03, eta: 1 day, 19:57:06, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0206, top1_acc: 0.6375, top5_acc: 0.8414, loss_cls: 1.4780, loss: 2.4986, grad_norm: 10.0296 2021-07-08 05:28:00,597 - mmaction - INFO - Epoch [111][3340/3757] lr: 1.000e-03, eta: 1 day, 19:56:44, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6328, top5_acc: 0.8359, loss_cls: 1.4614, loss: 2.4480, grad_norm: 10.2550 2021-07-08 05:28:21,660 - mmaction - INFO - Epoch [111][3360/3757] lr: 1.000e-03, eta: 1 day, 19:56:23, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0229, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4643, loss: 2.4872, grad_norm: 9.7091 2021-07-08 05:28:42,909 - mmaction - INFO - Epoch [111][3380/3757] lr: 1.000e-03, eta: 1 day, 19:56:01, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0239, top1_acc: 0.6531, top5_acc: 0.8352, loss_cls: 1.4700, loss: 2.4938, grad_norm: 9.8156 2021-07-08 05:29:03,903 - mmaction - INFO - Epoch [111][3400/3757] lr: 1.000e-03, eta: 1 day, 19:55:39, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6438, top5_acc: 0.8336, loss_cls: 1.4997, loss: 2.5299, grad_norm: 10.1513 2021-07-08 05:29:25,077 - mmaction - INFO - Epoch [111][3420/3757] lr: 1.000e-03, eta: 1 day, 19:55:18, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0811, top1_acc: 0.6219, top5_acc: 0.8258, loss_cls: 1.5880, loss: 2.6691, grad_norm: 10.2547 2021-07-08 05:29:46,495 - mmaction - INFO - Epoch [111][3440/3757] lr: 1.000e-03, eta: 1 day, 19:54:56, time: 1.069, data_time: 0.023, memory: 6921, loss_aux: 0.9891, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.4359, loss: 2.4250, grad_norm: 9.7478 2021-07-08 05:30:07,649 - mmaction - INFO - Epoch [111][3460/3757] lr: 1.000e-03, eta: 1 day, 19:54:34, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4295, loss: 2.4277, grad_norm: 10.0354 2021-07-08 05:30:28,726 - mmaction - INFO - Epoch [111][3480/3757] lr: 1.000e-03, eta: 1 day, 19:54:13, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9572, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4212, loss: 2.3784, grad_norm: 9.9690 2021-07-08 05:30:50,022 - mmaction - INFO - Epoch [111][3500/3757] lr: 1.000e-03, eta: 1 day, 19:53:51, time: 1.064, data_time: 0.016, memory: 6921, loss_aux: 1.0152, top1_acc: 0.6523, top5_acc: 0.8281, loss_cls: 1.5180, loss: 2.5332, grad_norm: 10.0860 2021-07-08 05:31:11,351 - mmaction - INFO - Epoch [111][3520/3757] lr: 1.000e-03, eta: 1 day, 19:53:29, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 0.9691, top1_acc: 0.6477, top5_acc: 0.8602, loss_cls: 1.4064, loss: 2.3755, grad_norm: 9.8488 2021-07-08 05:31:32,833 - mmaction - INFO - Epoch [111][3540/3757] lr: 1.000e-03, eta: 1 day, 19:53:08, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0338, top1_acc: 0.6430, top5_acc: 0.8367, loss_cls: 1.4826, loss: 2.5165, grad_norm: 10.0159 2021-07-08 05:31:54,160 - mmaction - INFO - Epoch [111][3560/3757] lr: 1.000e-03, eta: 1 day, 19:52:46, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 0.9751, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4134, loss: 2.3885, grad_norm: 9.8149 2021-07-08 05:32:15,770 - mmaction - INFO - Epoch [111][3580/3757] lr: 1.000e-03, eta: 1 day, 19:52:25, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.0466, top1_acc: 0.6406, top5_acc: 0.8344, loss_cls: 1.5082, loss: 2.5548, grad_norm: 10.0884 2021-07-08 05:32:37,275 - mmaction - INFO - Epoch [111][3600/3757] lr: 1.000e-03, eta: 1 day, 19:52:03, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 1.0412, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.5095, loss: 2.5507, grad_norm: 9.9620 2021-07-08 05:32:58,750 - mmaction - INFO - Epoch [111][3620/3757] lr: 1.000e-03, eta: 1 day, 19:51:42, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.4608, loss: 2.4577, grad_norm: 9.9765 2021-07-08 05:33:20,218 - mmaction - INFO - Epoch [111][3640/3757] lr: 1.000e-03, eta: 1 day, 19:51:20, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6648, top5_acc: 0.8352, loss_cls: 1.4697, loss: 2.4626, grad_norm: 9.9317 2021-07-08 05:33:41,868 - mmaction - INFO - Epoch [111][3660/3757] lr: 1.000e-03, eta: 1 day, 19:50:59, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 0.9342, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3203, loss: 2.2545, grad_norm: 9.7783 2021-07-08 05:34:02,875 - mmaction - INFO - Epoch [111][3680/3757] lr: 1.000e-03, eta: 1 day, 19:50:37, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9415, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.3468, loss: 2.2883, grad_norm: 9.6632 2021-07-08 05:34:24,164 - mmaction - INFO - Epoch [111][3700/3757] lr: 1.000e-03, eta: 1 day, 19:50:15, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.5521, loss: 2.5839, grad_norm: 10.2716 2021-07-08 05:34:45,747 - mmaction - INFO - Epoch [111][3720/3757] lr: 1.000e-03, eta: 1 day, 19:49:54, time: 1.078, data_time: 0.001, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.4831, loss: 2.4934, grad_norm: 9.9178 2021-07-08 05:35:06,993 - mmaction - INFO - Epoch [111][3740/3757] lr: 1.000e-03, eta: 1 day, 19:49:32, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9941, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4460, loss: 2.4401, grad_norm: 9.8389 2021-07-08 05:35:25,379 - mmaction - INFO - Saving checkpoint at 111 epochs 2021-07-08 05:36:28,410 - mmaction - INFO - Epoch [112][20/3757] lr: 1.000e-03, eta: 1 day, 19:49:00, time: 3.075, data_time: 2.035, memory: 6921, loss_aux: 0.9879, top1_acc: 0.6477, top5_acc: 0.8531, loss_cls: 1.4279, loss: 2.4158, grad_norm: 10.3465 2021-07-08 05:36:49,368 - mmaction - INFO - Epoch [112][40/3757] lr: 1.000e-03, eta: 1 day, 19:48:38, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6648, top5_acc: 0.8383, loss_cls: 1.4271, loss: 2.4084, grad_norm: 9.8294 2021-07-08 05:37:10,552 - mmaction - INFO - Epoch [112][60/3757] lr: 1.000e-03, eta: 1 day, 19:48:17, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9826, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4257, loss: 2.4082, grad_norm: 10.1177 2021-07-08 05:37:31,576 - mmaction - INFO - Epoch [112][80/3757] lr: 1.000e-03, eta: 1 day, 19:47:55, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9106, top1_acc: 0.6898, top5_acc: 0.8562, loss_cls: 1.3190, loss: 2.2297, grad_norm: 9.4170 2021-07-08 05:37:52,899 - mmaction - INFO - Epoch [112][100/3757] lr: 1.000e-03, eta: 1 day, 19:47:33, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4260, loss: 2.4373, grad_norm: 9.9022 2021-07-08 05:38:14,639 - mmaction - INFO - Epoch [112][120/3757] lr: 1.000e-03, eta: 1 day, 19:47:12, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0258, top1_acc: 0.6375, top5_acc: 0.8219, loss_cls: 1.5484, loss: 2.5742, grad_norm: 10.1678 2021-07-08 05:38:35,723 - mmaction - INFO - Epoch [112][140/3757] lr: 1.000e-03, eta: 1 day, 19:46:50, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9873, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4099, loss: 2.3972, grad_norm: 9.7519 2021-07-08 05:38:56,813 - mmaction - INFO - Epoch [112][160/3757] lr: 1.000e-03, eta: 1 day, 19:46:28, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0667, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.5613, loss: 2.6279, grad_norm: 10.1976 2021-07-08 05:39:18,109 - mmaction - INFO - Epoch [112][180/3757] lr: 1.000e-03, eta: 1 day, 19:46:07, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 1.0390, top1_acc: 0.6250, top5_acc: 0.8344, loss_cls: 1.5363, loss: 2.5753, grad_norm: 10.0682 2021-07-08 05:39:39,890 - mmaction - INFO - Epoch [112][200/3757] lr: 1.000e-03, eta: 1 day, 19:45:45, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4328, loss: 2.4441, grad_norm: 9.9437 2021-07-08 05:40:00,988 - mmaction - INFO - Epoch [112][220/3757] lr: 1.000e-03, eta: 1 day, 19:45:24, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0076, top1_acc: 0.6398, top5_acc: 0.8344, loss_cls: 1.4798, loss: 2.4874, grad_norm: 10.2548 2021-07-08 05:40:22,001 - mmaction - INFO - Epoch [112][240/3757] lr: 1.000e-03, eta: 1 day, 19:45:02, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9805, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4089, loss: 2.3893, grad_norm: 9.8956 2021-07-08 05:40:43,287 - mmaction - INFO - Epoch [112][260/3757] lr: 1.000e-03, eta: 1 day, 19:44:40, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6602, top5_acc: 0.8344, loss_cls: 1.4712, loss: 2.4808, grad_norm: 9.9815 2021-07-08 05:41:04,455 - mmaction - INFO - Epoch [112][280/3757] lr: 1.000e-03, eta: 1 day, 19:44:19, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0183, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.4922, loss: 2.5105, grad_norm: 10.2118 2021-07-08 05:41:25,575 - mmaction - INFO - Epoch [112][300/3757] lr: 1.000e-03, eta: 1 day, 19:43:57, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0145, top1_acc: 0.6344, top5_acc: 0.8313, loss_cls: 1.5285, loss: 2.5430, grad_norm: 10.0453 2021-07-08 05:41:46,626 - mmaction - INFO - Epoch [112][320/3757] lr: 1.000e-03, eta: 1 day, 19:43:35, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0238, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5104, loss: 2.5341, grad_norm: 9.8946 2021-07-08 05:42:07,897 - mmaction - INFO - Epoch [112][340/3757] lr: 1.000e-03, eta: 1 day, 19:43:14, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0081, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4410, loss: 2.4491, grad_norm: 9.5643 2021-07-08 05:42:29,473 - mmaction - INFO - Epoch [112][360/3757] lr: 1.000e-03, eta: 1 day, 19:42:52, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6836, top5_acc: 0.8539, loss_cls: 1.3758, loss: 2.3531, grad_norm: 9.7793 2021-07-08 05:42:50,769 - mmaction - INFO - Epoch [112][380/3757] lr: 1.000e-03, eta: 1 day, 19:42:30, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0336, top1_acc: 0.6383, top5_acc: 0.8281, loss_cls: 1.5231, loss: 2.5567, grad_norm: 10.0867 2021-07-08 05:43:12,054 - mmaction - INFO - Epoch [112][400/3757] lr: 1.000e-03, eta: 1 day, 19:42:09, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9390, top1_acc: 0.6789, top5_acc: 0.8508, loss_cls: 1.3547, loss: 2.2937, grad_norm: 9.4768 2021-07-08 05:43:33,291 - mmaction - INFO - Epoch [112][420/3757] lr: 1.000e-03, eta: 1 day, 19:41:47, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9784, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.3895, loss: 2.3679, grad_norm: 9.7016 2021-07-08 05:43:54,377 - mmaction - INFO - Epoch [112][440/3757] lr: 1.000e-03, eta: 1 day, 19:41:25, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6531, top5_acc: 0.8562, loss_cls: 1.4695, loss: 2.4587, grad_norm: 10.1859 2021-07-08 05:44:15,493 - mmaction - INFO - Epoch [112][460/3757] lr: 1.000e-03, eta: 1 day, 19:41:04, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0171, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4606, loss: 2.4777, grad_norm: 9.9172 2021-07-08 05:44:36,738 - mmaction - INFO - Epoch [112][480/3757] lr: 1.000e-03, eta: 1 day, 19:40:42, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9719, top1_acc: 0.6641, top5_acc: 0.8438, loss_cls: 1.3972, loss: 2.3691, grad_norm: 9.8079 2021-07-08 05:44:57,842 - mmaction - INFO - Epoch [112][500/3757] lr: 1.000e-03, eta: 1 day, 19:40:20, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0222, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4857, loss: 2.5079, grad_norm: 10.0463 2021-07-08 05:45:18,880 - mmaction - INFO - Epoch [112][520/3757] lr: 1.000e-03, eta: 1 day, 19:39:59, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9563, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3669, loss: 2.3232, grad_norm: 9.9040 2021-07-08 05:45:39,950 - mmaction - INFO - Epoch [112][540/3757] lr: 1.000e-03, eta: 1 day, 19:39:37, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0587, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5523, loss: 2.6110, grad_norm: 10.4420 2021-07-08 05:46:01,051 - mmaction - INFO - Epoch [112][560/3757] lr: 1.000e-03, eta: 1 day, 19:39:15, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9799, top1_acc: 0.6586, top5_acc: 0.8391, loss_cls: 1.4054, loss: 2.3854, grad_norm: 9.7518 2021-07-08 05:46:23,196 - mmaction - INFO - Epoch [112][580/3757] lr: 1.000e-03, eta: 1 day, 19:38:54, time: 1.107, data_time: 0.001, memory: 6921, loss_aux: 0.9602, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3682, loss: 2.3284, grad_norm: 9.6905 2021-07-08 05:46:43,880 - mmaction - INFO - Epoch [112][600/3757] lr: 1.000e-03, eta: 1 day, 19:38:32, time: 1.034, data_time: 0.004, memory: 6921, loss_aux: 1.0048, top1_acc: 0.6203, top5_acc: 0.8414, loss_cls: 1.5164, loss: 2.5212, grad_norm: 10.7018 2021-07-08 05:47:05,108 - mmaction - INFO - Epoch [112][620/3757] lr: 1.000e-03, eta: 1 day, 19:38:11, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9493, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3618, loss: 2.3111, grad_norm: 9.8303 2021-07-08 05:47:26,416 - mmaction - INFO - Epoch [112][640/3757] lr: 1.000e-03, eta: 1 day, 19:37:49, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9843, top1_acc: 0.6555, top5_acc: 0.8453, loss_cls: 1.4395, loss: 2.4238, grad_norm: 9.7744 2021-07-08 05:47:48,504 - mmaction - INFO - Epoch [112][660/3757] lr: 1.000e-03, eta: 1 day, 19:37:28, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6602, top5_acc: 0.8500, loss_cls: 1.3874, loss: 2.3788, grad_norm: 9.9273 2021-07-08 05:48:09,547 - mmaction - INFO - Epoch [112][680/3757] lr: 1.000e-03, eta: 1 day, 19:37:06, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6594, top5_acc: 0.8555, loss_cls: 1.4273, loss: 2.4248, grad_norm: 10.0031 2021-07-08 05:48:30,581 - mmaction - INFO - Epoch [112][700/3757] lr: 1.000e-03, eta: 1 day, 19:36:44, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9990, top1_acc: 0.6508, top5_acc: 0.8438, loss_cls: 1.4427, loss: 2.4417, grad_norm: 10.1728 2021-07-08 05:48:51,499 - mmaction - INFO - Epoch [112][720/3757] lr: 1.000e-03, eta: 1 day, 19:36:22, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0249, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4819, loss: 2.5068, grad_norm: 10.2727 2021-07-08 05:49:12,484 - mmaction - INFO - Epoch [112][740/3757] lr: 1.000e-03, eta: 1 day, 19:36:01, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9684, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4315, loss: 2.4000, grad_norm: 10.0226 2021-07-08 05:49:33,590 - mmaction - INFO - Epoch [112][760/3757] lr: 1.000e-03, eta: 1 day, 19:35:39, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9695, top1_acc: 0.6664, top5_acc: 0.8367, loss_cls: 1.4127, loss: 2.3821, grad_norm: 9.6237 2021-07-08 05:49:55,812 - mmaction - INFO - Epoch [112][780/3757] lr: 1.000e-03, eta: 1 day, 19:35:18, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 0.9882, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3940, loss: 2.3822, grad_norm: 9.7712 2021-07-08 05:50:16,981 - mmaction - INFO - Epoch [112][800/3757] lr: 1.000e-03, eta: 1 day, 19:34:56, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9970, top1_acc: 0.6508, top5_acc: 0.8375, loss_cls: 1.4660, loss: 2.4630, grad_norm: 9.8729 2021-07-08 05:50:37,923 - mmaction - INFO - Epoch [112][820/3757] lr: 1.000e-03, eta: 1 day, 19:34:34, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0448, top1_acc: 0.6219, top5_acc: 0.8375, loss_cls: 1.5208, loss: 2.5656, grad_norm: 10.3268 2021-07-08 05:50:59,257 - mmaction - INFO - Epoch [112][840/3757] lr: 1.000e-03, eta: 1 day, 19:34:13, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9826, top1_acc: 0.6547, top5_acc: 0.8289, loss_cls: 1.4488, loss: 2.4314, grad_norm: 9.7416 2021-07-08 05:51:21,118 - mmaction - INFO - Epoch [112][860/3757] lr: 1.000e-03, eta: 1 day, 19:33:51, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 1.0046, top1_acc: 0.6602, top5_acc: 0.8367, loss_cls: 1.4309, loss: 2.4354, grad_norm: 9.7027 2021-07-08 05:51:42,280 - mmaction - INFO - Epoch [112][880/3757] lr: 1.000e-03, eta: 1 day, 19:33:30, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9910, top1_acc: 0.6703, top5_acc: 0.8352, loss_cls: 1.4228, loss: 2.4138, grad_norm: 9.8901 2021-07-08 05:52:03,443 - mmaction - INFO - Epoch [112][900/3757] lr: 1.000e-03, eta: 1 day, 19:33:08, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9870, top1_acc: 0.6602, top5_acc: 0.8594, loss_cls: 1.4159, loss: 2.4029, grad_norm: 9.9716 2021-07-08 05:52:24,582 - mmaction - INFO - Epoch [112][920/3757] lr: 1.000e-03, eta: 1 day, 19:32:46, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9831, top1_acc: 0.6703, top5_acc: 0.8445, loss_cls: 1.3995, loss: 2.3827, grad_norm: 9.6527 2021-07-08 05:52:45,583 - mmaction - INFO - Epoch [112][940/3757] lr: 1.000e-03, eta: 1 day, 19:32:25, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6344, top5_acc: 0.8359, loss_cls: 1.4635, loss: 2.4852, grad_norm: 9.9867 2021-07-08 05:53:07,120 - mmaction - INFO - Epoch [112][960/3757] lr: 1.000e-03, eta: 1 day, 19:32:03, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 1.0316, top1_acc: 0.6375, top5_acc: 0.8266, loss_cls: 1.5272, loss: 2.5588, grad_norm: 10.3683 2021-07-08 05:53:28,287 - mmaction - INFO - Epoch [112][980/3757] lr: 1.000e-03, eta: 1 day, 19:31:41, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0458, top1_acc: 0.6523, top5_acc: 0.8227, loss_cls: 1.5155, loss: 2.5613, grad_norm: 9.9995 2021-07-08 05:53:49,761 - mmaction - INFO - Epoch [112][1000/3757] lr: 1.000e-03, eta: 1 day, 19:31:20, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4286, loss: 2.4258, grad_norm: 9.9758 2021-07-08 05:54:11,044 - mmaction - INFO - Epoch [112][1020/3757] lr: 1.000e-03, eta: 1 day, 19:30:58, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0188, top1_acc: 0.6406, top5_acc: 0.8578, loss_cls: 1.4287, loss: 2.4475, grad_norm: 10.1255 2021-07-08 05:54:32,032 - mmaction - INFO - Epoch [112][1040/3757] lr: 1.000e-03, eta: 1 day, 19:30:37, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6438, top5_acc: 0.8445, loss_cls: 1.4201, loss: 2.4220, grad_norm: 10.0661 2021-07-08 05:54:53,176 - mmaction - INFO - Epoch [112][1060/3757] lr: 1.000e-03, eta: 1 day, 19:30:15, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0437, top1_acc: 0.6359, top5_acc: 0.8187, loss_cls: 1.5620, loss: 2.6058, grad_norm: 10.2261 2021-07-08 05:55:14,130 - mmaction - INFO - Epoch [112][1080/3757] lr: 1.000e-03, eta: 1 day, 19:29:53, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9665, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.4138, loss: 2.3803, grad_norm: 9.9441 2021-07-08 05:55:35,517 - mmaction - INFO - Epoch [112][1100/3757] lr: 1.000e-03, eta: 1 day, 19:29:32, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.3939, loss: 2.3566, grad_norm: 9.6206 2021-07-08 05:55:56,827 - mmaction - INFO - Epoch [112][1120/3757] lr: 1.000e-03, eta: 1 day, 19:29:10, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9638, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3740, loss: 2.3378, grad_norm: 9.6708 2021-07-08 05:56:17,842 - mmaction - INFO - Epoch [112][1140/3757] lr: 1.000e-03, eta: 1 day, 19:28:48, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6438, top5_acc: 0.8328, loss_cls: 1.5174, loss: 2.5357, grad_norm: 10.0573 2021-07-08 05:56:39,006 - mmaction - INFO - Epoch [112][1160/3757] lr: 1.000e-03, eta: 1 day, 19:28:27, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9996, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4542, loss: 2.4538, grad_norm: 10.1068 2021-07-08 05:57:00,551 - mmaction - INFO - Epoch [112][1180/3757] lr: 1.000e-03, eta: 1 day, 19:28:05, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 0.9278, top1_acc: 0.6820, top5_acc: 0.8453, loss_cls: 1.3683, loss: 2.2960, grad_norm: 9.7163 2021-07-08 05:57:22,411 - mmaction - INFO - Epoch [112][1200/3757] lr: 1.000e-03, eta: 1 day, 19:27:44, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.0303, top1_acc: 0.6398, top5_acc: 0.8156, loss_cls: 1.5705, loss: 2.6008, grad_norm: 10.3760 2021-07-08 05:57:43,402 - mmaction - INFO - Epoch [112][1220/3757] lr: 1.000e-03, eta: 1 day, 19:27:22, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.4126, loss: 2.3946, grad_norm: 10.1680 2021-07-08 05:58:04,441 - mmaction - INFO - Epoch [112][1240/3757] lr: 1.000e-03, eta: 1 day, 19:27:00, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6445, top5_acc: 0.8469, loss_cls: 1.4502, loss: 2.4648, grad_norm: 10.0789 2021-07-08 05:58:25,518 - mmaction - INFO - Epoch [112][1260/3757] lr: 1.000e-03, eta: 1 day, 19:26:39, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9710, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.3870, loss: 2.3580, grad_norm: 9.8427 2021-07-08 05:58:47,124 - mmaction - INFO - Epoch [112][1280/3757] lr: 1.000e-03, eta: 1 day, 19:26:17, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 1.0124, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.4899, loss: 2.5023, grad_norm: 10.3115 2021-07-08 05:59:08,339 - mmaction - INFO - Epoch [112][1300/3757] lr: 1.000e-03, eta: 1 day, 19:25:55, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6734, top5_acc: 0.8484, loss_cls: 1.3928, loss: 2.3581, grad_norm: 9.8776 2021-07-08 05:59:29,924 - mmaction - INFO - Epoch [112][1320/3757] lr: 1.000e-03, eta: 1 day, 19:25:34, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.3823, loss: 2.3653, grad_norm: 9.7583 2021-07-08 05:59:50,924 - mmaction - INFO - Epoch [112][1340/3757] lr: 1.000e-03, eta: 1 day, 19:25:12, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0164, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4546, loss: 2.4710, grad_norm: 9.9776 2021-07-08 06:00:11,886 - mmaction - INFO - Epoch [112][1360/3757] lr: 1.000e-03, eta: 1 day, 19:24:50, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6594, top5_acc: 0.8328, loss_cls: 1.4540, loss: 2.4458, grad_norm: 9.8850 2021-07-08 06:00:33,471 - mmaction - INFO - Epoch [112][1380/3757] lr: 1.000e-03, eta: 1 day, 19:24:29, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9794, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.3868, loss: 2.3661, grad_norm: 9.7252 2021-07-08 06:00:55,025 - mmaction - INFO - Epoch [112][1400/3757] lr: 1.000e-03, eta: 1 day, 19:24:07, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0239, top1_acc: 0.6469, top5_acc: 0.8328, loss_cls: 1.5199, loss: 2.5437, grad_norm: 10.0616 2021-07-08 06:01:16,083 - mmaction - INFO - Epoch [112][1420/3757] lr: 1.000e-03, eta: 1 day, 19:23:46, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0097, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4492, loss: 2.4589, grad_norm: 9.9054 2021-07-08 06:01:37,661 - mmaction - INFO - Epoch [112][1440/3757] lr: 1.000e-03, eta: 1 day, 19:23:24, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0203, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4553, loss: 2.4756, grad_norm: 10.0562 2021-07-08 06:01:58,806 - mmaction - INFO - Epoch [112][1460/3757] lr: 1.000e-03, eta: 1 day, 19:23:02, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6648, top5_acc: 0.8391, loss_cls: 1.4379, loss: 2.4056, grad_norm: 9.7936 2021-07-08 06:02:20,004 - mmaction - INFO - Epoch [112][1480/3757] lr: 1.000e-03, eta: 1 day, 19:22:41, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.4449, loss: 2.4540, grad_norm: 9.9207 2021-07-08 06:02:41,159 - mmaction - INFO - Epoch [112][1500/3757] lr: 1.000e-03, eta: 1 day, 19:22:19, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.4885, loss: 2.4891, grad_norm: 10.0504 2021-07-08 06:03:02,323 - mmaction - INFO - Epoch [112][1520/3757] lr: 1.000e-03, eta: 1 day, 19:21:57, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4552, loss: 2.4594, grad_norm: 9.8945 2021-07-08 06:03:23,438 - mmaction - INFO - Epoch [112][1540/3757] lr: 1.000e-03, eta: 1 day, 19:21:36, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0805, top1_acc: 0.6312, top5_acc: 0.8242, loss_cls: 1.5846, loss: 2.6651, grad_norm: 10.4972 2021-07-08 06:03:44,797 - mmaction - INFO - Epoch [112][1560/3757] lr: 1.000e-03, eta: 1 day, 19:21:14, time: 1.066, data_time: 0.020, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6492, top5_acc: 0.8352, loss_cls: 1.4697, loss: 2.4629, grad_norm: 10.0923 2021-07-08 06:04:05,839 - mmaction - INFO - Epoch [112][1580/3757] lr: 1.000e-03, eta: 1 day, 19:20:53, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9365, top1_acc: 0.6687, top5_acc: 0.8477, loss_cls: 1.3758, loss: 2.3124, grad_norm: 9.9490 2021-07-08 06:04:27,027 - mmaction - INFO - Epoch [112][1600/3757] lr: 1.000e-03, eta: 1 day, 19:20:31, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9616, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.3876, loss: 2.3492, grad_norm: 9.7353 2021-07-08 06:04:48,621 - mmaction - INFO - Epoch [112][1620/3757] lr: 1.000e-03, eta: 1 day, 19:20:09, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9311, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3313, loss: 2.2624, grad_norm: 9.6713 2021-07-08 06:05:09,611 - mmaction - INFO - Epoch [112][1640/3757] lr: 1.000e-03, eta: 1 day, 19:19:48, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6586, top5_acc: 0.8477, loss_cls: 1.4317, loss: 2.4137, grad_norm: 9.9247 2021-07-08 06:05:30,741 - mmaction - INFO - Epoch [112][1660/3757] lr: 1.000e-03, eta: 1 day, 19:19:26, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.0220, top1_acc: 0.6500, top5_acc: 0.8297, loss_cls: 1.4825, loss: 2.5046, grad_norm: 10.0401 2021-07-08 06:05:52,632 - mmaction - INFO - Epoch [112][1680/3757] lr: 1.000e-03, eta: 1 day, 19:19:05, time: 1.094, data_time: 0.001, memory: 6921, loss_aux: 0.9640, top1_acc: 0.6797, top5_acc: 0.8516, loss_cls: 1.3784, loss: 2.3424, grad_norm: 9.8498 2021-07-08 06:06:13,741 - mmaction - INFO - Epoch [112][1700/3757] lr: 1.000e-03, eta: 1 day, 19:18:43, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9536, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.3820, loss: 2.3356, grad_norm: 9.8702 2021-07-08 06:06:34,856 - mmaction - INFO - Epoch [112][1720/3757] lr: 1.000e-03, eta: 1 day, 19:18:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0030, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4077, loss: 2.4107, grad_norm: 9.7501 2021-07-08 06:06:57,146 - mmaction - INFO - Epoch [112][1740/3757] lr: 1.000e-03, eta: 1 day, 19:18:00, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 0.9788, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4449, loss: 2.4237, grad_norm: 9.8872 2021-07-08 06:07:18,449 - mmaction - INFO - Epoch [112][1760/3757] lr: 1.000e-03, eta: 1 day, 19:17:38, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.3916, loss: 2.3861, grad_norm: 10.1463 2021-07-08 06:07:39,450 - mmaction - INFO - Epoch [112][1780/3757] lr: 1.000e-03, eta: 1 day, 19:17:17, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9797, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.4428, loss: 2.4224, grad_norm: 10.0454 2021-07-08 06:08:01,097 - mmaction - INFO - Epoch [112][1800/3757] lr: 1.000e-03, eta: 1 day, 19:16:55, time: 1.081, data_time: 0.007, memory: 6921, loss_aux: 0.9851, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.4395, loss: 2.4246, grad_norm: 10.0592 2021-07-08 06:08:22,405 - mmaction - INFO - Epoch [112][1820/3757] lr: 1.000e-03, eta: 1 day, 19:16:34, time: 1.066, data_time: 0.019, memory: 6921, loss_aux: 0.9739, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3964, loss: 2.3703, grad_norm: 9.9727 2021-07-08 06:08:43,541 - mmaction - INFO - Epoch [112][1840/3757] lr: 1.000e-03, eta: 1 day, 19:16:12, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0496, top1_acc: 0.6352, top5_acc: 0.8141, loss_cls: 1.5859, loss: 2.6356, grad_norm: 10.1808 2021-07-08 06:09:04,878 - mmaction - INFO - Epoch [112][1860/3757] lr: 1.000e-03, eta: 1 day, 19:15:50, time: 1.067, data_time: 0.024, memory: 6921, loss_aux: 0.9741, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4196, loss: 2.3936, grad_norm: 9.9908 2021-07-08 06:09:26,223 - mmaction - INFO - Epoch [112][1880/3757] lr: 1.000e-03, eta: 1 day, 19:15:29, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0433, top1_acc: 0.6438, top5_acc: 0.8156, loss_cls: 1.5399, loss: 2.5832, grad_norm: 10.0625 2021-07-08 06:09:47,371 - mmaction - INFO - Epoch [112][1900/3757] lr: 1.000e-03, eta: 1 day, 19:15:07, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0035, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4228, loss: 2.4263, grad_norm: 9.9810 2021-07-08 06:10:08,738 - mmaction - INFO - Epoch [112][1920/3757] lr: 1.000e-03, eta: 1 day, 19:14:45, time: 1.068, data_time: 0.035, memory: 6921, loss_aux: 1.0525, top1_acc: 0.6406, top5_acc: 0.8203, loss_cls: 1.5580, loss: 2.6104, grad_norm: 9.8451 2021-07-08 06:10:29,748 - mmaction - INFO - Epoch [112][1940/3757] lr: 1.000e-03, eta: 1 day, 19:14:24, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3907, loss: 2.3717, grad_norm: 9.7779 2021-07-08 06:10:50,915 - mmaction - INFO - Epoch [112][1960/3757] lr: 1.000e-03, eta: 1 day, 19:14:02, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9930, top1_acc: 0.6555, top5_acc: 0.8430, loss_cls: 1.4250, loss: 2.4180, grad_norm: 9.9500 2021-07-08 06:11:12,331 - mmaction - INFO - Epoch [112][1980/3757] lr: 1.000e-03, eta: 1 day, 19:13:40, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6344, top5_acc: 0.8328, loss_cls: 1.5101, loss: 2.5294, grad_norm: 10.2087 2021-07-08 06:11:33,729 - mmaction - INFO - Epoch [112][2000/3757] lr: 1.000e-03, eta: 1 day, 19:13:19, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9427, top1_acc: 0.6609, top5_acc: 0.8578, loss_cls: 1.3489, loss: 2.2915, grad_norm: 9.6910 2021-07-08 06:11:55,326 - mmaction - INFO - Epoch [112][2020/3757] lr: 1.000e-03, eta: 1 day, 19:12:57, time: 1.082, data_time: 0.025, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6547, top5_acc: 0.8305, loss_cls: 1.4639, loss: 2.4767, grad_norm: 10.0526 2021-07-08 06:12:16,535 - mmaction - INFO - Epoch [112][2040/3757] lr: 1.000e-03, eta: 1 day, 19:12:36, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9644, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.4110, loss: 2.3754, grad_norm: 10.3523 2021-07-08 06:12:37,648 - mmaction - INFO - Epoch [112][2060/3757] lr: 1.000e-03, eta: 1 day, 19:12:14, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0407, top1_acc: 0.6531, top5_acc: 0.8234, loss_cls: 1.5550, loss: 2.5957, grad_norm: 10.0723 2021-07-08 06:12:59,073 - mmaction - INFO - Epoch [112][2080/3757] lr: 1.000e-03, eta: 1 day, 19:11:52, time: 1.070, data_time: 0.015, memory: 6921, loss_aux: 0.9406, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.3371, loss: 2.2777, grad_norm: 9.6716 2021-07-08 06:13:20,101 - mmaction - INFO - Epoch [112][2100/3757] lr: 1.000e-03, eta: 1 day, 19:11:31, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9746, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.3712, loss: 2.3458, grad_norm: 9.6972 2021-07-08 06:13:41,350 - mmaction - INFO - Epoch [112][2120/3757] lr: 1.000e-03, eta: 1 day, 19:11:09, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0643, top1_acc: 0.6492, top5_acc: 0.8187, loss_cls: 1.5348, loss: 2.5991, grad_norm: 9.9350 2021-07-08 06:14:03,547 - mmaction - INFO - Epoch [112][2140/3757] lr: 1.000e-03, eta: 1 day, 19:10:48, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 0.9946, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4528, loss: 2.4474, grad_norm: 9.7886 2021-07-08 06:14:24,845 - mmaction - INFO - Epoch [112][2160/3757] lr: 1.000e-03, eta: 1 day, 19:10:26, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9951, top1_acc: 0.6344, top5_acc: 0.8367, loss_cls: 1.4655, loss: 2.4606, grad_norm: 9.9846 2021-07-08 06:14:46,011 - mmaction - INFO - Epoch [112][2180/3757] lr: 1.000e-03, eta: 1 day, 19:10:05, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9478, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3704, loss: 2.3182, grad_norm: 9.6740 2021-07-08 06:15:07,249 - mmaction - INFO - Epoch [112][2200/3757] lr: 1.000e-03, eta: 1 day, 19:09:43, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9942, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4557, loss: 2.4499, grad_norm: 10.0753 2021-07-08 06:15:28,466 - mmaction - INFO - Epoch [112][2220/3757] lr: 1.000e-03, eta: 1 day, 19:09:21, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9958, top1_acc: 0.6453, top5_acc: 0.8297, loss_cls: 1.4991, loss: 2.4949, grad_norm: 10.1974 2021-07-08 06:15:49,711 - mmaction - INFO - Epoch [112][2240/3757] lr: 1.000e-03, eta: 1 day, 19:09:00, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4842, loss: 2.5144, grad_norm: 10.2233 2021-07-08 06:16:10,932 - mmaction - INFO - Epoch [112][2260/3757] lr: 1.000e-03, eta: 1 day, 19:08:38, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.4884, loss: 2.4879, grad_norm: 10.1834 2021-07-08 06:16:31,997 - mmaction - INFO - Epoch [112][2280/3757] lr: 1.000e-03, eta: 1 day, 19:08:16, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0207, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.4816, loss: 2.5023, grad_norm: 9.9879 2021-07-08 06:16:53,169 - mmaction - INFO - Epoch [112][2300/3757] lr: 1.000e-03, eta: 1 day, 19:07:55, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.0189, top1_acc: 0.6508, top5_acc: 0.8453, loss_cls: 1.4891, loss: 2.5080, grad_norm: 10.2659 2021-07-08 06:17:14,704 - mmaction - INFO - Epoch [112][2320/3757] lr: 1.000e-03, eta: 1 day, 19:07:33, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0080, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.4926, loss: 2.5006, grad_norm: 9.7579 2021-07-08 06:17:35,933 - mmaction - INFO - Epoch [112][2340/3757] lr: 1.000e-03, eta: 1 day, 19:07:11, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0275, top1_acc: 0.6687, top5_acc: 0.8297, loss_cls: 1.4772, loss: 2.5048, grad_norm: 9.6773 2021-07-08 06:17:57,246 - mmaction - INFO - Epoch [112][2360/3757] lr: 1.000e-03, eta: 1 day, 19:06:50, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.0322, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4538, loss: 2.4860, grad_norm: 9.9685 2021-07-08 06:18:18,187 - mmaction - INFO - Epoch [112][2380/3757] lr: 1.000e-03, eta: 1 day, 19:06:28, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9373, top1_acc: 0.6719, top5_acc: 0.8641, loss_cls: 1.3602, loss: 2.2975, grad_norm: 9.5623 2021-07-08 06:18:39,150 - mmaction - INFO - Epoch [112][2400/3757] lr: 1.000e-03, eta: 1 day, 19:06:06, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.4023, loss: 2.3838, grad_norm: 9.9202 2021-07-08 06:19:01,150 - mmaction - INFO - Epoch [112][2420/3757] lr: 1.000e-03, eta: 1 day, 19:05:45, time: 1.100, data_time: 0.060, memory: 6921, loss_aux: 1.0243, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4484, loss: 2.4727, grad_norm: 10.2018 2021-07-08 06:19:22,215 - mmaction - INFO - Epoch [112][2440/3757] lr: 1.000e-03, eta: 1 day, 19:05:23, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0497, top1_acc: 0.6219, top5_acc: 0.8383, loss_cls: 1.5298, loss: 2.5796, grad_norm: 10.2154 2021-07-08 06:19:43,103 - mmaction - INFO - Epoch [112][2460/3757] lr: 1.000e-03, eta: 1 day, 19:05:02, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6602, top5_acc: 0.8141, loss_cls: 1.5431, loss: 2.5755, grad_norm: 10.1552 2021-07-08 06:20:04,405 - mmaction - INFO - Epoch [112][2480/3757] lr: 1.000e-03, eta: 1 day, 19:04:40, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0198, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4895, loss: 2.5093, grad_norm: 10.2542 2021-07-08 06:20:25,432 - mmaction - INFO - Epoch [112][2500/3757] lr: 1.000e-03, eta: 1 day, 19:04:18, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.5183, loss: 2.5288, grad_norm: 10.0995 2021-07-08 06:20:46,418 - mmaction - INFO - Epoch [112][2520/3757] lr: 1.000e-03, eta: 1 day, 19:03:57, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0163, top1_acc: 0.6398, top5_acc: 0.8289, loss_cls: 1.5052, loss: 2.5214, grad_norm: 9.8948 2021-07-08 06:21:07,772 - mmaction - INFO - Epoch [112][2540/3757] lr: 1.000e-03, eta: 1 day, 19:03:35, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0183, top1_acc: 0.6562, top5_acc: 0.8297, loss_cls: 1.4963, loss: 2.5146, grad_norm: 9.8763 2021-07-08 06:21:28,879 - mmaction - INFO - Epoch [112][2560/3757] lr: 1.000e-03, eta: 1 day, 19:03:13, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6578, top5_acc: 0.8320, loss_cls: 1.4970, loss: 2.5152, grad_norm: 10.2858 2021-07-08 06:21:50,551 - mmaction - INFO - Epoch [112][2580/3757] lr: 1.000e-03, eta: 1 day, 19:02:52, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0036, top1_acc: 0.6555, top5_acc: 0.8305, loss_cls: 1.4731, loss: 2.4767, grad_norm: 9.7507 2021-07-08 06:22:13,010 - mmaction - INFO - Epoch [112][2600/3757] lr: 1.000e-03, eta: 1 day, 19:02:31, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6539, top5_acc: 0.8359, loss_cls: 1.4762, loss: 2.4804, grad_norm: 10.0467 2021-07-08 06:22:34,131 - mmaction - INFO - Epoch [112][2620/3757] lr: 1.000e-03, eta: 1 day, 19:02:09, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0200, top1_acc: 0.6375, top5_acc: 0.8258, loss_cls: 1.4994, loss: 2.5194, grad_norm: 10.1186 2021-07-08 06:22:55,283 - mmaction - INFO - Epoch [112][2640/3757] lr: 1.000e-03, eta: 1 day, 19:01:47, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6562, top5_acc: 0.8359, loss_cls: 1.4733, loss: 2.4867, grad_norm: 9.9278 2021-07-08 06:23:16,410 - mmaction - INFO - Epoch [112][2660/3757] lr: 1.000e-03, eta: 1 day, 19:01:26, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0299, top1_acc: 0.6344, top5_acc: 0.8516, loss_cls: 1.4556, loss: 2.4855, grad_norm: 10.3435 2021-07-08 06:23:37,454 - mmaction - INFO - Epoch [112][2680/3757] lr: 1.000e-03, eta: 1 day, 19:01:04, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4662, loss: 2.4731, grad_norm: 10.2670 2021-07-08 06:23:58,476 - mmaction - INFO - Epoch [112][2700/3757] lr: 1.000e-03, eta: 1 day, 19:00:42, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0259, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.5204, loss: 2.5463, grad_norm: 10.1728 2021-07-08 06:24:19,664 - mmaction - INFO - Epoch [112][2720/3757] lr: 1.000e-03, eta: 1 day, 19:00:20, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9485, top1_acc: 0.6758, top5_acc: 0.8445, loss_cls: 1.3823, loss: 2.3309, grad_norm: 9.5657 2021-07-08 06:24:40,829 - mmaction - INFO - Epoch [112][2740/3757] lr: 1.000e-03, eta: 1 day, 18:59:59, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9934, top1_acc: 0.6570, top5_acc: 0.8336, loss_cls: 1.4321, loss: 2.4255, grad_norm: 9.7627 2021-07-08 06:25:02,237 - mmaction - INFO - Epoch [112][2760/3757] lr: 1.000e-03, eta: 1 day, 18:59:37, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9837, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4407, loss: 2.4243, grad_norm: 9.8402 2021-07-08 06:25:23,359 - mmaction - INFO - Epoch [112][2780/3757] lr: 1.000e-03, eta: 1 day, 18:59:16, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9670, top1_acc: 0.6578, top5_acc: 0.8492, loss_cls: 1.4153, loss: 2.3823, grad_norm: 9.9568 2021-07-08 06:25:44,847 - mmaction - INFO - Epoch [112][2800/3757] lr: 1.000e-03, eta: 1 day, 18:58:54, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9571, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.3916, loss: 2.3488, grad_norm: 9.8004 2021-07-08 06:26:06,062 - mmaction - INFO - Epoch [112][2820/3757] lr: 1.000e-03, eta: 1 day, 18:58:32, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4382, loss: 2.4420, grad_norm: 10.1150 2021-07-08 06:26:27,119 - mmaction - INFO - Epoch [112][2840/3757] lr: 1.000e-03, eta: 1 day, 18:58:11, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0167, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4819, loss: 2.4987, grad_norm: 10.1174 2021-07-08 06:26:48,306 - mmaction - INFO - Epoch [112][2860/3757] lr: 1.000e-03, eta: 1 day, 18:57:49, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6344, top5_acc: 0.8297, loss_cls: 1.4551, loss: 2.4413, grad_norm: 9.9475 2021-07-08 06:27:09,363 - mmaction - INFO - Epoch [112][2880/3757] lr: 1.000e-03, eta: 1 day, 18:57:27, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0420, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.5178, loss: 2.5599, grad_norm: 9.9812 2021-07-08 06:27:30,389 - mmaction - INFO - Epoch [112][2900/3757] lr: 1.000e-03, eta: 1 day, 18:57:06, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9834, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4431, loss: 2.4265, grad_norm: 9.9512 2021-07-08 06:27:51,747 - mmaction - INFO - Epoch [112][2920/3757] lr: 1.000e-03, eta: 1 day, 18:56:44, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9591, top1_acc: 0.6805, top5_acc: 0.8398, loss_cls: 1.3894, loss: 2.3485, grad_norm: 9.7199 2021-07-08 06:28:12,885 - mmaction - INFO - Epoch [112][2940/3757] lr: 1.000e-03, eta: 1 day, 18:56:22, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0100, top1_acc: 0.6477, top5_acc: 0.8313, loss_cls: 1.4952, loss: 2.5052, grad_norm: 9.9133 2021-07-08 06:28:34,262 - mmaction - INFO - Epoch [112][2960/3757] lr: 1.000e-03, eta: 1 day, 18:56:01, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0205, top1_acc: 0.6508, top5_acc: 0.8367, loss_cls: 1.4959, loss: 2.5165, grad_norm: 10.2085 2021-07-08 06:28:55,820 - mmaction - INFO - Epoch [112][2980/3757] lr: 1.000e-03, eta: 1 day, 18:55:39, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 0.9703, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4156, loss: 2.3860, grad_norm: 10.0189 2021-07-08 06:29:17,014 - mmaction - INFO - Epoch [112][3000/3757] lr: 1.000e-03, eta: 1 day, 18:55:18, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9727, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4123, loss: 2.3850, grad_norm: 10.0192 2021-07-08 06:29:39,195 - mmaction - INFO - Epoch [112][3020/3757] lr: 1.000e-03, eta: 1 day, 18:54:56, time: 1.110, data_time: 0.082, memory: 6921, loss_aux: 1.0225, top1_acc: 0.6562, top5_acc: 0.8469, loss_cls: 1.4710, loss: 2.4934, grad_norm: 10.2667 2021-07-08 06:30:00,053 - mmaction - INFO - Epoch [112][3040/3757] lr: 1.000e-03, eta: 1 day, 18:54:35, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.0604, top1_acc: 0.6266, top5_acc: 0.8227, loss_cls: 1.5719, loss: 2.6323, grad_norm: 10.5732 2021-07-08 06:30:21,508 - mmaction - INFO - Epoch [112][3060/3757] lr: 1.000e-03, eta: 1 day, 18:54:13, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 0.9323, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.2999, loss: 2.2322, grad_norm: 9.2691 2021-07-08 06:30:43,101 - mmaction - INFO - Epoch [112][3080/3757] lr: 1.000e-03, eta: 1 day, 18:53:52, time: 1.080, data_time: 0.029, memory: 6921, loss_aux: 0.9825, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.3844, loss: 2.3670, grad_norm: 9.8258 2021-07-08 06:31:04,988 - mmaction - INFO - Epoch [112][3100/3757] lr: 1.000e-03, eta: 1 day, 18:53:30, time: 1.094, data_time: 0.069, memory: 6921, loss_aux: 1.0157, top1_acc: 0.6523, top5_acc: 0.8297, loss_cls: 1.4685, loss: 2.4842, grad_norm: 9.8377 2021-07-08 06:31:26,375 - mmaction - INFO - Epoch [112][3120/3757] lr: 1.000e-03, eta: 1 day, 18:53:08, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 0.9725, top1_acc: 0.6609, top5_acc: 0.8398, loss_cls: 1.4092, loss: 2.3816, grad_norm: 9.8829 2021-07-08 06:31:47,455 - mmaction - INFO - Epoch [112][3140/3757] lr: 1.000e-03, eta: 1 day, 18:52:47, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4689, loss: 2.4708, grad_norm: 10.1638 2021-07-08 06:32:08,586 - mmaction - INFO - Epoch [112][3160/3757] lr: 1.000e-03, eta: 1 day, 18:52:25, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9745, top1_acc: 0.6547, top5_acc: 0.8594, loss_cls: 1.4046, loss: 2.3791, grad_norm: 9.8610 2021-07-08 06:32:29,767 - mmaction - INFO - Epoch [112][3180/3757] lr: 1.000e-03, eta: 1 day, 18:52:03, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0259, top1_acc: 0.6383, top5_acc: 0.8313, loss_cls: 1.5133, loss: 2.5391, grad_norm: 10.0746 2021-07-08 06:32:51,381 - mmaction - INFO - Epoch [112][3200/3757] lr: 1.000e-03, eta: 1 day, 18:51:42, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9617, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.4399, loss: 2.4017, grad_norm: 9.9578 2021-07-08 06:33:12,634 - mmaction - INFO - Epoch [112][3220/3757] lr: 1.000e-03, eta: 1 day, 18:51:20, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4548, loss: 2.4659, grad_norm: 10.0791 2021-07-08 06:33:33,822 - mmaction - INFO - Epoch [112][3240/3757] lr: 1.000e-03, eta: 1 day, 18:50:59, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9669, top1_acc: 0.6922, top5_acc: 0.8562, loss_cls: 1.3364, loss: 2.3033, grad_norm: 9.7972 2021-07-08 06:33:54,787 - mmaction - INFO - Epoch [112][3260/3757] lr: 1.000e-03, eta: 1 day, 18:50:37, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9435, top1_acc: 0.6773, top5_acc: 0.8484, loss_cls: 1.3608, loss: 2.3043, grad_norm: 9.6403 2021-07-08 06:34:16,235 - mmaction - INFO - Epoch [112][3280/3757] lr: 1.000e-03, eta: 1 day, 18:50:15, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9851, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4490, loss: 2.4341, grad_norm: 9.9010 2021-07-08 06:34:37,496 - mmaction - INFO - Epoch [112][3300/3757] lr: 1.000e-03, eta: 1 day, 18:49:54, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0954, top1_acc: 0.6164, top5_acc: 0.8047, loss_cls: 1.6494, loss: 2.7448, grad_norm: 10.7910 2021-07-08 06:34:58,672 - mmaction - INFO - Epoch [112][3320/3757] lr: 1.000e-03, eta: 1 day, 18:49:32, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0075, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4651, loss: 2.4727, grad_norm: 9.9482 2021-07-08 06:35:19,946 - mmaction - INFO - Epoch [112][3340/3757] lr: 1.000e-03, eta: 1 day, 18:49:11, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4458, loss: 2.4405, grad_norm: 10.0055 2021-07-08 06:35:41,161 - mmaction - INFO - Epoch [112][3360/3757] lr: 1.000e-03, eta: 1 day, 18:48:49, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4474, loss: 2.4577, grad_norm: 10.0979 2021-07-08 06:36:02,528 - mmaction - INFO - Epoch [112][3380/3757] lr: 1.000e-03, eta: 1 day, 18:48:27, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0292, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4614, loss: 2.4905, grad_norm: 10.2821 2021-07-08 06:36:23,954 - mmaction - INFO - Epoch [112][3400/3757] lr: 1.000e-03, eta: 1 day, 18:48:06, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4510, loss: 2.4349, grad_norm: 9.8538 2021-07-08 06:36:45,196 - mmaction - INFO - Epoch [112][3420/3757] lr: 1.000e-03, eta: 1 day, 18:47:44, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0631, top1_acc: 0.6484, top5_acc: 0.8273, loss_cls: 1.5247, loss: 2.5878, grad_norm: 10.3853 2021-07-08 06:37:06,260 - mmaction - INFO - Epoch [112][3440/3757] lr: 1.000e-03, eta: 1 day, 18:47:22, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0456, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.5032, loss: 2.5488, grad_norm: 10.1544 2021-07-08 06:37:27,723 - mmaction - INFO - Epoch [112][3460/3757] lr: 1.000e-03, eta: 1 day, 18:47:01, time: 1.076, data_time: 0.006, memory: 6921, loss_aux: 1.0441, top1_acc: 0.6359, top5_acc: 0.8313, loss_cls: 1.5109, loss: 2.5551, grad_norm: 10.1656 2021-07-08 06:37:48,919 - mmaction - INFO - Epoch [112][3480/3757] lr: 1.000e-03, eta: 1 day, 18:46:39, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4199, loss: 2.4111, grad_norm: 9.7729 2021-07-08 06:38:10,084 - mmaction - INFO - Epoch [112][3500/3757] lr: 1.000e-03, eta: 1 day, 18:46:18, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0276, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.5218, loss: 2.5493, grad_norm: 10.1965 2021-07-08 06:38:30,930 - mmaction - INFO - Epoch [112][3520/3757] lr: 1.000e-03, eta: 1 day, 18:45:56, time: 1.041, data_time: 0.001, memory: 6921, loss_aux: 0.9972, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4352, loss: 2.4324, grad_norm: 9.9403 2021-07-08 06:38:52,254 - mmaction - INFO - Epoch [112][3540/3757] lr: 1.000e-03, eta: 1 day, 18:45:34, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 1.0151, top1_acc: 0.6516, top5_acc: 0.8375, loss_cls: 1.4643, loss: 2.4794, grad_norm: 9.8734 2021-07-08 06:39:13,526 - mmaction - INFO - Epoch [112][3560/3757] lr: 1.000e-03, eta: 1 day, 18:45:13, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0268, top1_acc: 0.6414, top5_acc: 0.8359, loss_cls: 1.4823, loss: 2.5091, grad_norm: 10.2373 2021-07-08 06:39:34,749 - mmaction - INFO - Epoch [112][3580/3757] lr: 1.000e-03, eta: 1 day, 18:44:51, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 0.9637, top1_acc: 0.6852, top5_acc: 0.8477, loss_cls: 1.3575, loss: 2.3212, grad_norm: 9.8513 2021-07-08 06:39:56,713 - mmaction - INFO - Epoch [112][3600/3757] lr: 1.000e-03, eta: 1 day, 18:44:30, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.0010, top1_acc: 0.6516, top5_acc: 0.8336, loss_cls: 1.4847, loss: 2.4857, grad_norm: 10.1540 2021-07-08 06:40:18,056 - mmaction - INFO - Epoch [112][3620/3757] lr: 1.000e-03, eta: 1 day, 18:44:08, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0269, top1_acc: 0.6203, top5_acc: 0.8320, loss_cls: 1.5293, loss: 2.5562, grad_norm: 10.4705 2021-07-08 06:40:39,209 - mmaction - INFO - Epoch [112][3640/3757] lr: 1.000e-03, eta: 1 day, 18:43:46, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6375, top5_acc: 0.8227, loss_cls: 1.5391, loss: 2.5691, grad_norm: 10.1453 2021-07-08 06:41:00,149 - mmaction - INFO - Epoch [112][3660/3757] lr: 1.000e-03, eta: 1 day, 18:43:25, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.0255, top1_acc: 0.6234, top5_acc: 0.8180, loss_cls: 1.5632, loss: 2.5888, grad_norm: 10.1420 2021-07-08 06:41:21,395 - mmaction - INFO - Epoch [112][3680/3757] lr: 1.000e-03, eta: 1 day, 18:43:03, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0096, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.4929, loss: 2.5025, grad_norm: 10.0606 2021-07-08 06:41:42,682 - mmaction - INFO - Epoch [112][3700/3757] lr: 1.000e-03, eta: 1 day, 18:42:41, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0294, top1_acc: 0.6578, top5_acc: 0.8203, loss_cls: 1.5081, loss: 2.5375, grad_norm: 10.2323 2021-07-08 06:42:03,777 - mmaction - INFO - Epoch [112][3720/3757] lr: 1.000e-03, eta: 1 day, 18:42:20, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9762, top1_acc: 0.6672, top5_acc: 0.8422, loss_cls: 1.4239, loss: 2.4001, grad_norm: 10.0533 2021-07-08 06:42:24,828 - mmaction - INFO - Epoch [112][3740/3757] lr: 1.000e-03, eta: 1 day, 18:41:58, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9660, top1_acc: 0.6773, top5_acc: 0.8453, loss_cls: 1.3776, loss: 2.3436, grad_norm: 9.8336 2021-07-08 06:42:43,365 - mmaction - INFO - Saving checkpoint at 112 epochs 2021-07-08 06:43:45,487 - mmaction - INFO - Epoch [113][20/3757] lr: 1.000e-03, eta: 1 day, 18:41:25, time: 3.030, data_time: 1.987, memory: 6921, loss_aux: 1.0184, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.4853, loss: 2.5037, grad_norm: 10.1377 2021-07-08 06:44:06,896 - mmaction - INFO - Epoch [113][40/3757] lr: 1.000e-03, eta: 1 day, 18:41:04, time: 1.069, data_time: 0.030, memory: 6921, loss_aux: 1.0351, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.4959, loss: 2.5310, grad_norm: 9.9582 2021-07-08 06:44:27,952 - mmaction - INFO - Epoch [113][60/3757] lr: 1.000e-03, eta: 1 day, 18:40:42, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0309, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4978, loss: 2.5287, grad_norm: 10.2582 2021-07-08 06:44:49,395 - mmaction - INFO - Epoch [113][80/3757] lr: 1.000e-03, eta: 1 day, 18:40:20, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4408, loss: 2.4545, grad_norm: 10.3041 2021-07-08 06:45:10,377 - mmaction - INFO - Epoch [113][100/3757] lr: 1.000e-03, eta: 1 day, 18:39:59, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9983, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4408, loss: 2.4391, grad_norm: 9.9951 2021-07-08 06:45:31,329 - mmaction - INFO - Epoch [113][120/3757] lr: 1.000e-03, eta: 1 day, 18:39:37, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9843, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3943, loss: 2.3787, grad_norm: 9.6608 2021-07-08 06:45:52,682 - mmaction - INFO - Epoch [113][140/3757] lr: 1.000e-03, eta: 1 day, 18:39:15, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0369, top1_acc: 0.6555, top5_acc: 0.8336, loss_cls: 1.4778, loss: 2.5147, grad_norm: 10.0495 2021-07-08 06:46:14,383 - mmaction - INFO - Epoch [113][160/3757] lr: 1.000e-03, eta: 1 day, 18:38:54, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 0.9574, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3254, loss: 2.2829, grad_norm: 9.4344 2021-07-08 06:46:35,590 - mmaction - INFO - Epoch [113][180/3757] lr: 1.000e-03, eta: 1 day, 18:38:32, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0119, top1_acc: 0.6438, top5_acc: 0.8297, loss_cls: 1.4587, loss: 2.4706, grad_norm: 10.1716 2021-07-08 06:46:56,782 - mmaction - INFO - Epoch [113][200/3757] lr: 1.000e-03, eta: 1 day, 18:38:10, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0619, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5479, loss: 2.6098, grad_norm: 10.5103 2021-07-08 06:47:18,045 - mmaction - INFO - Epoch [113][220/3757] lr: 1.000e-03, eta: 1 day, 18:37:49, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9505, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3133, loss: 2.2638, grad_norm: 9.5758 2021-07-08 06:47:39,503 - mmaction - INFO - Epoch [113][240/3757] lr: 1.000e-03, eta: 1 day, 18:37:27, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 0.9629, top1_acc: 0.6687, top5_acc: 0.8398, loss_cls: 1.3834, loss: 2.3463, grad_norm: 9.8542 2021-07-08 06:48:01,346 - mmaction - INFO - Epoch [113][260/3757] lr: 1.000e-03, eta: 1 day, 18:37:06, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.3773, loss: 2.3601, grad_norm: 9.8890 2021-07-08 06:48:22,284 - mmaction - INFO - Epoch [113][280/3757] lr: 1.000e-03, eta: 1 day, 18:36:44, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.3394, loss: 2.2975, grad_norm: 9.5280 2021-07-08 06:48:43,657 - mmaction - INFO - Epoch [113][300/3757] lr: 1.000e-03, eta: 1 day, 18:36:23, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.4270, loss: 2.3991, grad_norm: 9.7660 2021-07-08 06:49:04,688 - mmaction - INFO - Epoch [113][320/3757] lr: 1.000e-03, eta: 1 day, 18:36:01, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9891, top1_acc: 0.6562, top5_acc: 0.8305, loss_cls: 1.4710, loss: 2.4600, grad_norm: 10.0796 2021-07-08 06:49:25,818 - mmaction - INFO - Epoch [113][340/3757] lr: 1.000e-03, eta: 1 day, 18:35:39, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0274, top1_acc: 0.6625, top5_acc: 0.8422, loss_cls: 1.4753, loss: 2.5027, grad_norm: 10.3864 2021-07-08 06:49:47,091 - mmaction - INFO - Epoch [113][360/3757] lr: 1.000e-03, eta: 1 day, 18:35:18, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3818, loss: 2.3571, grad_norm: 9.6999 2021-07-08 06:50:08,750 - mmaction - INFO - Epoch [113][380/3757] lr: 1.000e-03, eta: 1 day, 18:34:56, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.0124, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4720, loss: 2.4845, grad_norm: 10.2379 2021-07-08 06:50:29,842 - mmaction - INFO - Epoch [113][400/3757] lr: 1.000e-03, eta: 1 day, 18:34:34, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0151, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4354, loss: 2.4505, grad_norm: 10.1049 2021-07-08 06:50:51,067 - mmaction - INFO - Epoch [113][420/3757] lr: 1.000e-03, eta: 1 day, 18:34:13, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9710, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3516, loss: 2.3226, grad_norm: 9.9789 2021-07-08 06:51:12,283 - mmaction - INFO - Epoch [113][440/3757] lr: 1.000e-03, eta: 1 day, 18:33:51, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4575, loss: 2.4632, grad_norm: 10.3816 2021-07-08 06:51:33,350 - mmaction - INFO - Epoch [113][460/3757] lr: 1.000e-03, eta: 1 day, 18:33:29, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0364, top1_acc: 0.6227, top5_acc: 0.8328, loss_cls: 1.5655, loss: 2.6020, grad_norm: 10.5746 2021-07-08 06:51:54,433 - mmaction - INFO - Epoch [113][480/3757] lr: 1.000e-03, eta: 1 day, 18:33:08, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0025, top1_acc: 0.6602, top5_acc: 0.8273, loss_cls: 1.4482, loss: 2.4506, grad_norm: 9.9888 2021-07-08 06:52:15,706 - mmaction - INFO - Epoch [113][500/3757] lr: 1.000e-03, eta: 1 day, 18:32:46, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9599, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3891, loss: 2.3490, grad_norm: 9.7215 2021-07-08 06:52:37,716 - mmaction - INFO - Epoch [113][520/3757] lr: 1.000e-03, eta: 1 day, 18:32:25, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 0.9934, top1_acc: 0.6555, top5_acc: 0.8555, loss_cls: 1.4102, loss: 2.4036, grad_norm: 9.7441 2021-07-08 06:52:58,826 - mmaction - INFO - Epoch [113][540/3757] lr: 1.000e-03, eta: 1 day, 18:32:03, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9888, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3982, loss: 2.3870, grad_norm: 10.1348 2021-07-08 06:53:19,985 - mmaction - INFO - Epoch [113][560/3757] lr: 1.000e-03, eta: 1 day, 18:31:41, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0026, top1_acc: 0.6523, top5_acc: 0.8289, loss_cls: 1.4629, loss: 2.4655, grad_norm: 9.8439 2021-07-08 06:53:41,580 - mmaction - INFO - Epoch [113][580/3757] lr: 1.000e-03, eta: 1 day, 18:31:20, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0455, top1_acc: 0.6492, top5_acc: 0.8273, loss_cls: 1.5259, loss: 2.5714, grad_norm: 10.0805 2021-07-08 06:54:02,916 - mmaction - INFO - Epoch [113][600/3757] lr: 1.000e-03, eta: 1 day, 18:30:58, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0229, top1_acc: 0.6422, top5_acc: 0.8406, loss_cls: 1.4963, loss: 2.5192, grad_norm: 10.3192 2021-07-08 06:54:24,103 - mmaction - INFO - Epoch [113][620/3757] lr: 1.000e-03, eta: 1 day, 18:30:37, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0460, top1_acc: 0.6516, top5_acc: 0.8383, loss_cls: 1.5137, loss: 2.5597, grad_norm: 10.1411 2021-07-08 06:54:45,343 - mmaction - INFO - Epoch [113][640/3757] lr: 1.000e-03, eta: 1 day, 18:30:15, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.0047, top1_acc: 0.6453, top5_acc: 0.8313, loss_cls: 1.4774, loss: 2.4820, grad_norm: 9.9268 2021-07-08 06:55:06,657 - mmaction - INFO - Epoch [113][660/3757] lr: 1.000e-03, eta: 1 day, 18:29:53, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0006, top1_acc: 0.6844, top5_acc: 0.8523, loss_cls: 1.3785, loss: 2.3791, grad_norm: 9.5132 2021-07-08 06:55:27,780 - mmaction - INFO - Epoch [113][680/3757] lr: 1.000e-03, eta: 1 day, 18:29:32, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0152, top1_acc: 0.6586, top5_acc: 0.8391, loss_cls: 1.4791, loss: 2.4943, grad_norm: 10.1954 2021-07-08 06:55:48,775 - mmaction - INFO - Epoch [113][700/3757] lr: 1.000e-03, eta: 1 day, 18:29:10, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0186, top1_acc: 0.6609, top5_acc: 0.8344, loss_cls: 1.4620, loss: 2.4805, grad_norm: 10.2113 2021-07-08 06:56:10,309 - mmaction - INFO - Epoch [113][720/3757] lr: 1.000e-03, eta: 1 day, 18:28:49, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.4360, loss: 2.4266, grad_norm: 10.4078 2021-07-08 06:56:32,763 - mmaction - INFO - Epoch [113][740/3757] lr: 1.000e-03, eta: 1 day, 18:28:27, time: 1.123, data_time: 0.007, memory: 6921, loss_aux: 0.9956, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4397, loss: 2.4353, grad_norm: 10.0421 2021-07-08 06:56:53,792 - mmaction - INFO - Epoch [113][760/3757] lr: 1.000e-03, eta: 1 day, 18:28:06, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0010, top1_acc: 0.6445, top5_acc: 0.8461, loss_cls: 1.4227, loss: 2.4236, grad_norm: 10.0620 2021-07-08 06:57:14,886 - mmaction - INFO - Epoch [113][780/3757] lr: 1.000e-03, eta: 1 day, 18:27:44, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6766, top5_acc: 0.8430, loss_cls: 1.3756, loss: 2.3418, grad_norm: 9.8868 2021-07-08 06:57:35,914 - mmaction - INFO - Epoch [113][800/3757] lr: 1.000e-03, eta: 1 day, 18:27:22, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9849, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3635, loss: 2.3484, grad_norm: 10.0240 2021-07-08 06:57:57,128 - mmaction - INFO - Epoch [113][820/3757] lr: 1.000e-03, eta: 1 day, 18:27:01, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0179, top1_acc: 0.6398, top5_acc: 0.8281, loss_cls: 1.4950, loss: 2.5129, grad_norm: 10.0164 2021-07-08 06:58:18,252 - mmaction - INFO - Epoch [113][840/3757] lr: 1.000e-03, eta: 1 day, 18:26:39, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9858, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4231, loss: 2.4089, grad_norm: 9.9200 2021-07-08 06:58:40,164 - mmaction - INFO - Epoch [113][860/3757] lr: 1.000e-03, eta: 1 day, 18:26:17, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4236, loss: 2.4120, grad_norm: 10.0602 2021-07-08 06:59:01,312 - mmaction - INFO - Epoch [113][880/3757] lr: 1.000e-03, eta: 1 day, 18:25:56, time: 1.057, data_time: 0.009, memory: 6921, loss_aux: 0.9869, top1_acc: 0.6664, top5_acc: 0.8266, loss_cls: 1.4752, loss: 2.4621, grad_norm: 9.9234 2021-07-08 06:59:22,260 - mmaction - INFO - Epoch [113][900/3757] lr: 1.000e-03, eta: 1 day, 18:25:34, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4341, loss: 2.4507, grad_norm: 9.9289 2021-07-08 06:59:43,513 - mmaction - INFO - Epoch [113][920/3757] lr: 1.000e-03, eta: 1 day, 18:25:12, time: 1.063, data_time: 0.023, memory: 6921, loss_aux: 0.9964, top1_acc: 0.6680, top5_acc: 0.8586, loss_cls: 1.4119, loss: 2.4083, grad_norm: 10.3373 2021-07-08 07:00:05,060 - mmaction - INFO - Epoch [113][940/3757] lr: 1.000e-03, eta: 1 day, 18:24:51, time: 1.077, data_time: 0.039, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.4271, loss: 2.4185, grad_norm: 10.0630 2021-07-08 07:00:25,951 - mmaction - INFO - Epoch [113][960/3757] lr: 1.000e-03, eta: 1 day, 18:24:29, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.4847, loss: 2.5002, grad_norm: 10.1299 2021-07-08 07:00:47,148 - mmaction - INFO - Epoch [113][980/3757] lr: 1.000e-03, eta: 1 day, 18:24:08, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4553, loss: 2.4582, grad_norm: 10.0235 2021-07-08 07:01:08,700 - mmaction - INFO - Epoch [113][1000/3757] lr: 1.000e-03, eta: 1 day, 18:23:46, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0257, top1_acc: 0.6500, top5_acc: 0.8180, loss_cls: 1.5569, loss: 2.5826, grad_norm: 10.2178 2021-07-08 07:01:29,919 - mmaction - INFO - Epoch [113][1020/3757] lr: 1.000e-03, eta: 1 day, 18:23:24, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4629, loss: 2.4778, grad_norm: 10.1270 2021-07-08 07:01:51,310 - mmaction - INFO - Epoch [113][1040/3757] lr: 1.000e-03, eta: 1 day, 18:23:03, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9615, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3598, loss: 2.3213, grad_norm: 9.7938 2021-07-08 07:02:12,242 - mmaction - INFO - Epoch [113][1060/3757] lr: 1.000e-03, eta: 1 day, 18:22:41, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0544, top1_acc: 0.6398, top5_acc: 0.8477, loss_cls: 1.4931, loss: 2.5474, grad_norm: 10.3921 2021-07-08 07:02:33,329 - mmaction - INFO - Epoch [113][1080/3757] lr: 1.000e-03, eta: 1 day, 18:22:19, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9678, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.3292, loss: 2.2970, grad_norm: 9.9500 2021-07-08 07:02:54,802 - mmaction - INFO - Epoch [113][1100/3757] lr: 1.000e-03, eta: 1 day, 18:21:58, time: 1.076, data_time: 0.007, memory: 6921, loss_aux: 1.0301, top1_acc: 0.6422, top5_acc: 0.8281, loss_cls: 1.4899, loss: 2.5200, grad_norm: 10.3596 2021-07-08 07:03:16,342 - mmaction - INFO - Epoch [113][1120/3757] lr: 1.000e-03, eta: 1 day, 18:21:36, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6281, top5_acc: 0.8250, loss_cls: 1.5090, loss: 2.5447, grad_norm: 10.8205 2021-07-08 07:03:37,371 - mmaction - INFO - Epoch [113][1140/3757] lr: 1.000e-03, eta: 1 day, 18:21:15, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0249, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4600, loss: 2.4849, grad_norm: 10.1644 2021-07-08 07:03:58,962 - mmaction - INFO - Epoch [113][1160/3757] lr: 1.000e-03, eta: 1 day, 18:20:53, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6359, top5_acc: 0.8273, loss_cls: 1.5266, loss: 2.5577, grad_norm: 10.3483 2021-07-08 07:04:19,737 - mmaction - INFO - Epoch [113][1180/3757] lr: 1.000e-03, eta: 1 day, 18:20:31, time: 1.039, data_time: 0.002, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.4654, loss: 2.4607, grad_norm: 10.0701 2021-07-08 07:04:40,668 - mmaction - INFO - Epoch [113][1200/3757] lr: 1.000e-03, eta: 1 day, 18:20:10, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6656, top5_acc: 0.8336, loss_cls: 1.4585, loss: 2.4690, grad_norm: 9.7932 2021-07-08 07:05:01,508 - mmaction - INFO - Epoch [113][1220/3757] lr: 1.000e-03, eta: 1 day, 18:19:48, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 0.9214, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2785, loss: 2.1999, grad_norm: 9.7531 2021-07-08 07:05:22,946 - mmaction - INFO - Epoch [113][1240/3757] lr: 1.000e-03, eta: 1 day, 18:19:26, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 0.9760, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3859, loss: 2.3619, grad_norm: 9.6296 2021-07-08 07:05:44,289 - mmaction - INFO - Epoch [113][1260/3757] lr: 1.000e-03, eta: 1 day, 18:19:05, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0214, top1_acc: 0.6430, top5_acc: 0.8313, loss_cls: 1.4897, loss: 2.5111, grad_norm: 10.0770 2021-07-08 07:06:05,427 - mmaction - INFO - Epoch [113][1280/3757] lr: 1.000e-03, eta: 1 day, 18:18:43, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9737, top1_acc: 0.6813, top5_acc: 0.8391, loss_cls: 1.3802, loss: 2.3539, grad_norm: 9.7301 2021-07-08 07:06:26,782 - mmaction - INFO - Epoch [113][1300/3757] lr: 1.000e-03, eta: 1 day, 18:18:21, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6438, top5_acc: 0.8266, loss_cls: 1.4942, loss: 2.4993, grad_norm: 10.0407 2021-07-08 07:06:47,966 - mmaction - INFO - Epoch [113][1320/3757] lr: 1.000e-03, eta: 1 day, 18:18:00, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4290, loss: 2.4421, grad_norm: 9.9106 2021-07-08 07:07:09,098 - mmaction - INFO - Epoch [113][1340/3757] lr: 1.000e-03, eta: 1 day, 18:17:38, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0083, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4325, loss: 2.4409, grad_norm: 10.1784 2021-07-08 07:07:30,414 - mmaction - INFO - Epoch [113][1360/3757] lr: 1.000e-03, eta: 1 day, 18:17:16, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0081, top1_acc: 0.6539, top5_acc: 0.8414, loss_cls: 1.4828, loss: 2.4909, grad_norm: 10.1101 2021-07-08 07:07:52,181 - mmaction - INFO - Epoch [113][1380/3757] lr: 1.000e-03, eta: 1 day, 18:16:55, time: 1.090, data_time: 0.006, memory: 6921, loss_aux: 0.9978, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4408, loss: 2.4386, grad_norm: 10.1991 2021-07-08 07:08:13,143 - mmaction - INFO - Epoch [113][1400/3757] lr: 1.000e-03, eta: 1 day, 18:16:33, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0034, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4170, loss: 2.4204, grad_norm: 9.8037 2021-07-08 07:08:34,635 - mmaction - INFO - Epoch [113][1420/3757] lr: 1.000e-03, eta: 1 day, 18:16:12, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4372, loss: 2.4378, grad_norm: 10.0606 2021-07-08 07:08:55,736 - mmaction - INFO - Epoch [113][1440/3757] lr: 1.000e-03, eta: 1 day, 18:15:50, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4270, loss: 2.4401, grad_norm: 10.0562 2021-07-08 07:09:17,008 - mmaction - INFO - Epoch [113][1460/3757] lr: 1.000e-03, eta: 1 day, 18:15:28, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0486, top1_acc: 0.6406, top5_acc: 0.8141, loss_cls: 1.5778, loss: 2.6264, grad_norm: 10.1293 2021-07-08 07:09:38,110 - mmaction - INFO - Epoch [113][1480/3757] lr: 1.000e-03, eta: 1 day, 18:15:07, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9992, top1_acc: 0.6570, top5_acc: 0.8359, loss_cls: 1.4356, loss: 2.4347, grad_norm: 10.0267 2021-07-08 07:09:59,080 - mmaction - INFO - Epoch [113][1500/3757] lr: 1.000e-03, eta: 1 day, 18:14:45, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0098, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.4593, loss: 2.4691, grad_norm: 10.2319 2021-07-08 07:10:20,326 - mmaction - INFO - Epoch [113][1520/3757] lr: 1.000e-03, eta: 1 day, 18:14:23, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0092, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5016, loss: 2.5108, grad_norm: 10.2537 2021-07-08 07:10:41,860 - mmaction - INFO - Epoch [113][1540/3757] lr: 1.000e-03, eta: 1 day, 18:14:02, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0008, top1_acc: 0.6594, top5_acc: 0.8227, loss_cls: 1.4890, loss: 2.4898, grad_norm: 9.9729 2021-07-08 07:11:02,738 - mmaction - INFO - Epoch [113][1560/3757] lr: 1.000e-03, eta: 1 day, 18:13:40, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 1.0246, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.5054, loss: 2.5300, grad_norm: 10.2402 2021-07-08 07:11:24,340 - mmaction - INFO - Epoch [113][1580/3757] lr: 1.000e-03, eta: 1 day, 18:13:19, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.0333, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4875, loss: 2.5207, grad_norm: 10.2039 2021-07-08 07:11:45,416 - mmaction - INFO - Epoch [113][1600/3757] lr: 1.000e-03, eta: 1 day, 18:12:57, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6609, top5_acc: 0.8359, loss_cls: 1.4676, loss: 2.4621, grad_norm: 9.9622 2021-07-08 07:12:06,390 - mmaction - INFO - Epoch [113][1620/3757] lr: 1.000e-03, eta: 1 day, 18:12:35, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3929, loss: 2.3646, grad_norm: 9.9664 2021-07-08 07:12:27,661 - mmaction - INFO - Epoch [113][1640/3757] lr: 1.000e-03, eta: 1 day, 18:12:14, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6570, top5_acc: 0.8367, loss_cls: 1.4135, loss: 2.4011, grad_norm: 10.1721 2021-07-08 07:12:49,026 - mmaction - INFO - Epoch [113][1660/3757] lr: 1.000e-03, eta: 1 day, 18:11:52, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 1.0521, top1_acc: 0.6539, top5_acc: 0.8328, loss_cls: 1.4676, loss: 2.5197, grad_norm: 10.1106 2021-07-08 07:13:10,251 - mmaction - INFO - Epoch [113][1680/3757] lr: 1.000e-03, eta: 1 day, 18:11:30, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4657, loss: 2.4814, grad_norm: 10.5428 2021-07-08 07:13:31,288 - mmaction - INFO - Epoch [113][1700/3757] lr: 1.000e-03, eta: 1 day, 18:11:09, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9715, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4535, loss: 2.4250, grad_norm: 10.2766 2021-07-08 07:13:52,499 - mmaction - INFO - Epoch [113][1720/3757] lr: 1.000e-03, eta: 1 day, 18:10:47, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0110, top1_acc: 0.6687, top5_acc: 0.8336, loss_cls: 1.4351, loss: 2.4461, grad_norm: 10.0644 2021-07-08 07:14:13,636 - mmaction - INFO - Epoch [113][1740/3757] lr: 1.000e-03, eta: 1 day, 18:10:25, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9819, top1_acc: 0.6523, top5_acc: 0.8484, loss_cls: 1.4417, loss: 2.4236, grad_norm: 10.1430 2021-07-08 07:14:35,005 - mmaction - INFO - Epoch [113][1760/3757] lr: 1.000e-03, eta: 1 day, 18:10:04, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4044, loss: 2.3915, grad_norm: 10.0561 2021-07-08 07:14:56,346 - mmaction - INFO - Epoch [113][1780/3757] lr: 1.000e-03, eta: 1 day, 18:09:42, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9936, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4786, loss: 2.4722, grad_norm: 10.2444 2021-07-08 07:15:17,626 - mmaction - INFO - Epoch [113][1800/3757] lr: 1.000e-03, eta: 1 day, 18:09:21, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0181, top1_acc: 0.6625, top5_acc: 0.8328, loss_cls: 1.4594, loss: 2.4775, grad_norm: 10.0588 2021-07-08 07:15:38,818 - mmaction - INFO - Epoch [113][1820/3757] lr: 1.000e-03, eta: 1 day, 18:08:59, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9448, top1_acc: 0.6773, top5_acc: 0.8492, loss_cls: 1.3917, loss: 2.3365, grad_norm: 9.6666 2021-07-08 07:16:00,078 - mmaction - INFO - Epoch [113][1840/3757] lr: 1.000e-03, eta: 1 day, 18:08:37, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9907, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4615, loss: 2.4523, grad_norm: 10.2642 2021-07-08 07:16:21,641 - mmaction - INFO - Epoch [113][1860/3757] lr: 1.000e-03, eta: 1 day, 18:08:16, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6719, top5_acc: 0.8297, loss_cls: 1.4431, loss: 2.4440, grad_norm: 9.6774 2021-07-08 07:16:42,800 - mmaction - INFO - Epoch [113][1880/3757] lr: 1.000e-03, eta: 1 day, 18:07:54, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0391, top1_acc: 0.6477, top5_acc: 0.8273, loss_cls: 1.5171, loss: 2.5562, grad_norm: 10.1314 2021-07-08 07:17:03,873 - mmaction - INFO - Epoch [113][1900/3757] lr: 1.000e-03, eta: 1 day, 18:07:32, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0175, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4917, loss: 2.5092, grad_norm: 10.4644 2021-07-08 07:17:25,160 - mmaction - INFO - Epoch [113][1920/3757] lr: 1.000e-03, eta: 1 day, 18:07:11, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0088, top1_acc: 0.6477, top5_acc: 0.8203, loss_cls: 1.5151, loss: 2.5239, grad_norm: 9.7979 2021-07-08 07:17:46,981 - mmaction - INFO - Epoch [113][1940/3757] lr: 1.000e-03, eta: 1 day, 18:06:49, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6828, top5_acc: 0.8508, loss_cls: 1.3784, loss: 2.3659, grad_norm: 10.0180 2021-07-08 07:18:08,201 - mmaction - INFO - Epoch [113][1960/3757] lr: 1.000e-03, eta: 1 day, 18:06:28, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0382, top1_acc: 0.6414, top5_acc: 0.8375, loss_cls: 1.5112, loss: 2.5494, grad_norm: 10.4774 2021-07-08 07:18:29,676 - mmaction - INFO - Epoch [113][1980/3757] lr: 1.000e-03, eta: 1 day, 18:06:06, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 1.0236, top1_acc: 0.6531, top5_acc: 0.8258, loss_cls: 1.5207, loss: 2.5442, grad_norm: 9.8710 2021-07-08 07:18:50,868 - mmaction - INFO - Epoch [113][2000/3757] lr: 1.000e-03, eta: 1 day, 18:05:45, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9506, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.4050, loss: 2.3556, grad_norm: 10.0377 2021-07-08 07:19:12,074 - mmaction - INFO - Epoch [113][2020/3757] lr: 1.000e-03, eta: 1 day, 18:05:23, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0389, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.4602, loss: 2.4991, grad_norm: 10.2162 2021-07-08 07:19:33,569 - mmaction - INFO - Epoch [113][2040/3757] lr: 1.000e-03, eta: 1 day, 18:05:01, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0402, top1_acc: 0.6375, top5_acc: 0.8250, loss_cls: 1.5402, loss: 2.5804, grad_norm: 10.3139 2021-07-08 07:19:54,760 - mmaction - INFO - Epoch [113][2060/3757] lr: 1.000e-03, eta: 1 day, 18:04:40, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0223, top1_acc: 0.6398, top5_acc: 0.8211, loss_cls: 1.5340, loss: 2.5564, grad_norm: 10.0621 2021-07-08 07:20:15,954 - mmaction - INFO - Epoch [113][2080/3757] lr: 1.000e-03, eta: 1 day, 18:04:18, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9898, top1_acc: 0.6547, top5_acc: 0.8359, loss_cls: 1.4670, loss: 2.4568, grad_norm: 10.1341 2021-07-08 07:20:37,211 - mmaction - INFO - Epoch [113][2100/3757] lr: 1.000e-03, eta: 1 day, 18:03:57, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9687, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4165, loss: 2.3852, grad_norm: 10.0944 2021-07-08 07:20:58,226 - mmaction - INFO - Epoch [113][2120/3757] lr: 1.000e-03, eta: 1 day, 18:03:35, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.4185, loss: 2.3959, grad_norm: 10.1527 2021-07-08 07:21:19,382 - mmaction - INFO - Epoch [113][2140/3757] lr: 1.000e-03, eta: 1 day, 18:03:13, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9788, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.3849, loss: 2.3636, grad_norm: 10.0393 2021-07-08 07:21:41,356 - mmaction - INFO - Epoch [113][2160/3757] lr: 1.000e-03, eta: 1 day, 18:02:52, time: 1.098, data_time: 0.048, memory: 6921, loss_aux: 0.9744, top1_acc: 0.6773, top5_acc: 0.8492, loss_cls: 1.3679, loss: 2.3424, grad_norm: 9.8318 2021-07-08 07:22:03,164 - mmaction - INFO - Epoch [113][2180/3757] lr: 1.000e-03, eta: 1 day, 18:02:30, time: 1.090, data_time: 0.051, memory: 6921, loss_aux: 0.9513, top1_acc: 0.6758, top5_acc: 0.8461, loss_cls: 1.3924, loss: 2.3437, grad_norm: 10.0064 2021-07-08 07:22:24,159 - mmaction - INFO - Epoch [113][2200/3757] lr: 1.000e-03, eta: 1 day, 18:02:09, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0109, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4777, loss: 2.4886, grad_norm: 10.3490 2021-07-08 07:22:45,571 - mmaction - INFO - Epoch [113][2220/3757] lr: 1.000e-03, eta: 1 day, 18:01:47, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9922, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3859, loss: 2.3782, grad_norm: 9.7530 2021-07-08 07:23:06,667 - mmaction - INFO - Epoch [113][2240/3757] lr: 1.000e-03, eta: 1 day, 18:01:25, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9265, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3303, loss: 2.2568, grad_norm: 9.7299 2021-07-08 07:23:28,008 - mmaction - INFO - Epoch [113][2260/3757] lr: 1.000e-03, eta: 1 day, 18:01:04, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 0.9843, top1_acc: 0.6625, top5_acc: 0.8492, loss_cls: 1.3893, loss: 2.3737, grad_norm: 10.0913 2021-07-08 07:23:49,220 - mmaction - INFO - Epoch [113][2280/3757] lr: 1.000e-03, eta: 1 day, 18:00:42, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0039, top1_acc: 0.6445, top5_acc: 0.8539, loss_cls: 1.4285, loss: 2.4325, grad_norm: 10.1432 2021-07-08 07:24:10,335 - mmaction - INFO - Epoch [113][2300/3757] lr: 1.000e-03, eta: 1 day, 18:00:20, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0122, top1_acc: 0.6438, top5_acc: 0.8281, loss_cls: 1.5420, loss: 2.5542, grad_norm: 10.2796 2021-07-08 07:24:31,684 - mmaction - INFO - Epoch [113][2320/3757] lr: 1.000e-03, eta: 1 day, 17:59:59, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6516, top5_acc: 0.8492, loss_cls: 1.4411, loss: 2.4298, grad_norm: 10.0209 2021-07-08 07:24:52,935 - mmaction - INFO - Epoch [113][2340/3757] lr: 1.000e-03, eta: 1 day, 17:59:37, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4577, loss: 2.4666, grad_norm: 10.0586 2021-07-08 07:25:14,066 - mmaction - INFO - Epoch [113][2360/3757] lr: 1.000e-03, eta: 1 day, 17:59:16, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0557, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.4992, loss: 2.5549, grad_norm: 10.3110 2021-07-08 07:25:35,212 - mmaction - INFO - Epoch [113][2380/3757] lr: 1.000e-03, eta: 1 day, 17:58:54, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6664, top5_acc: 0.8430, loss_cls: 1.4510, loss: 2.4561, grad_norm: 9.8927 2021-07-08 07:25:56,374 - mmaction - INFO - Epoch [113][2400/3757] lr: 1.000e-03, eta: 1 day, 17:58:32, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9508, top1_acc: 0.6711, top5_acc: 0.8711, loss_cls: 1.3510, loss: 2.3019, grad_norm: 9.6743 2021-07-08 07:26:17,703 - mmaction - INFO - Epoch [113][2420/3757] lr: 1.000e-03, eta: 1 day, 17:58:11, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6734, top5_acc: 0.8344, loss_cls: 1.4560, loss: 2.4655, grad_norm: 9.6622 2021-07-08 07:26:38,985 - mmaction - INFO - Epoch [113][2440/3757] lr: 1.000e-03, eta: 1 day, 17:57:49, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9977, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4520, loss: 2.4497, grad_norm: 10.1803 2021-07-08 07:27:01,030 - mmaction - INFO - Epoch [113][2460/3757] lr: 1.000e-03, eta: 1 day, 17:57:28, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6633, top5_acc: 0.8367, loss_cls: 1.4531, loss: 2.4662, grad_norm: 9.9779 2021-07-08 07:27:22,064 - mmaction - INFO - Epoch [113][2480/3757] lr: 1.000e-03, eta: 1 day, 17:57:06, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0048, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4527, loss: 2.4575, grad_norm: 9.7432 2021-07-08 07:27:43,250 - mmaction - INFO - Epoch [113][2500/3757] lr: 1.000e-03, eta: 1 day, 17:56:44, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0420, top1_acc: 0.6305, top5_acc: 0.8391, loss_cls: 1.5235, loss: 2.5655, grad_norm: 10.1801 2021-07-08 07:28:04,784 - mmaction - INFO - Epoch [113][2520/3757] lr: 1.000e-03, eta: 1 day, 17:56:23, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 0.9554, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3438, loss: 2.2992, grad_norm: 9.7047 2021-07-08 07:28:26,009 - mmaction - INFO - Epoch [113][2540/3757] lr: 1.000e-03, eta: 1 day, 17:56:01, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0026, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.4480, loss: 2.4506, grad_norm: 10.2997 2021-07-08 07:28:47,297 - mmaction - INFO - Epoch [113][2560/3757] lr: 1.000e-03, eta: 1 day, 17:55:40, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6617, top5_acc: 0.8289, loss_cls: 1.4734, loss: 2.4771, grad_norm: 9.9938 2021-07-08 07:29:09,189 - mmaction - INFO - Epoch [113][2580/3757] lr: 1.000e-03, eta: 1 day, 17:55:18, time: 1.095, data_time: 0.053, memory: 6921, loss_aux: 1.0142, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4322, loss: 2.4464, grad_norm: 10.1728 2021-07-08 07:29:30,243 - mmaction - INFO - Epoch [113][2600/3757] lr: 1.000e-03, eta: 1 day, 17:54:56, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4405, loss: 2.4216, grad_norm: 10.1907 2021-07-08 07:29:51,374 - mmaction - INFO - Epoch [113][2620/3757] lr: 1.000e-03, eta: 1 day, 17:54:35, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.0175, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4217, loss: 2.4391, grad_norm: 9.9568 2021-07-08 07:30:12,143 - mmaction - INFO - Epoch [113][2640/3757] lr: 1.000e-03, eta: 1 day, 17:54:13, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 0.9725, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4432, loss: 2.4157, grad_norm: 9.8876 2021-07-08 07:30:33,483 - mmaction - INFO - Epoch [113][2660/3757] lr: 1.000e-03, eta: 1 day, 17:53:51, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9895, top1_acc: 0.6687, top5_acc: 0.8688, loss_cls: 1.3828, loss: 2.3723, grad_norm: 10.2497 2021-07-08 07:30:54,472 - mmaction - INFO - Epoch [113][2680/3757] lr: 1.000e-03, eta: 1 day, 17:53:30, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 0.9933, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4442, loss: 2.4374, grad_norm: 9.9155 2021-07-08 07:31:16,358 - mmaction - INFO - Epoch [113][2700/3757] lr: 1.000e-03, eta: 1 day, 17:53:08, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.4019, loss: 2.3893, grad_norm: 10.0115 2021-07-08 07:31:37,245 - mmaction - INFO - Epoch [113][2720/3757] lr: 1.000e-03, eta: 1 day, 17:52:47, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0311, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.4721, loss: 2.5031, grad_norm: 10.2485 2021-07-08 07:31:58,441 - mmaction - INFO - Epoch [113][2740/3757] lr: 1.000e-03, eta: 1 day, 17:52:25, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0399, top1_acc: 0.6375, top5_acc: 0.8367, loss_cls: 1.5068, loss: 2.5467, grad_norm: 10.0493 2021-07-08 07:32:20,278 - mmaction - INFO - Epoch [113][2760/3757] lr: 1.000e-03, eta: 1 day, 17:52:04, time: 1.092, data_time: 0.009, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3680, loss: 2.3389, grad_norm: 9.9682 2021-07-08 07:32:42,316 - mmaction - INFO - Epoch [113][2780/3757] lr: 1.000e-03, eta: 1 day, 17:51:42, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 0.9955, top1_acc: 0.6578, top5_acc: 0.8422, loss_cls: 1.4513, loss: 2.4468, grad_norm: 10.0808 2021-07-08 07:33:03,398 - mmaction - INFO - Epoch [113][2800/3757] lr: 1.000e-03, eta: 1 day, 17:51:20, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9998, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4527, loss: 2.4525, grad_norm: 9.9101 2021-07-08 07:33:24,483 - mmaction - INFO - Epoch [113][2820/3757] lr: 1.000e-03, eta: 1 day, 17:50:59, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0415, top1_acc: 0.6336, top5_acc: 0.8344, loss_cls: 1.4912, loss: 2.5327, grad_norm: 10.2831 2021-07-08 07:33:45,619 - mmaction - INFO - Epoch [113][2840/3757] lr: 1.000e-03, eta: 1 day, 17:50:37, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9915, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4554, loss: 2.4469, grad_norm: 10.4508 2021-07-08 07:34:06,916 - mmaction - INFO - Epoch [113][2860/3757] lr: 1.000e-03, eta: 1 day, 17:50:16, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.5053, loss: 2.5346, grad_norm: 10.4935 2021-07-08 07:34:27,897 - mmaction - INFO - Epoch [113][2880/3757] lr: 1.000e-03, eta: 1 day, 17:49:54, time: 1.051, data_time: 0.007, memory: 6921, loss_aux: 0.9858, top1_acc: 0.6820, top5_acc: 0.8492, loss_cls: 1.3942, loss: 2.3800, grad_norm: 9.8982 2021-07-08 07:34:49,487 - mmaction - INFO - Epoch [113][2900/3757] lr: 1.000e-03, eta: 1 day, 17:49:32, time: 1.078, data_time: 0.017, memory: 6921, loss_aux: 0.9541, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4196, loss: 2.3737, grad_norm: 9.7118 2021-07-08 07:35:10,776 - mmaction - INFO - Epoch [113][2920/3757] lr: 1.000e-03, eta: 1 day, 17:49:11, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6609, top5_acc: 0.8289, loss_cls: 1.4684, loss: 2.4689, grad_norm: 10.0790 2021-07-08 07:35:31,717 - mmaction - INFO - Epoch [113][2940/3757] lr: 1.000e-03, eta: 1 day, 17:48:49, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6391, top5_acc: 0.8422, loss_cls: 1.4909, loss: 2.5074, grad_norm: 10.1376 2021-07-08 07:35:54,081 - mmaction - INFO - Epoch [113][2960/3757] lr: 1.000e-03, eta: 1 day, 17:48:28, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 1.0476, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.5260, loss: 2.5736, grad_norm: 10.1912 2021-07-08 07:36:15,434 - mmaction - INFO - Epoch [113][2980/3757] lr: 1.000e-03, eta: 1 day, 17:48:06, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9497, top1_acc: 0.6719, top5_acc: 0.8633, loss_cls: 1.3626, loss: 2.3123, grad_norm: 9.7432 2021-07-08 07:36:36,542 - mmaction - INFO - Epoch [113][3000/3757] lr: 1.000e-03, eta: 1 day, 17:47:44, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6469, top5_acc: 0.8273, loss_cls: 1.4868, loss: 2.4797, grad_norm: 10.0149 2021-07-08 07:36:57,631 - mmaction - INFO - Epoch [113][3020/3757] lr: 1.000e-03, eta: 1 day, 17:47:23, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9770, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4218, loss: 2.3988, grad_norm: 9.9041 2021-07-08 07:37:18,754 - mmaction - INFO - Epoch [113][3040/3757] lr: 1.000e-03, eta: 1 day, 17:47:01, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6547, top5_acc: 0.8250, loss_cls: 1.4796, loss: 2.4847, grad_norm: 10.0357 2021-07-08 07:37:39,835 - mmaction - INFO - Epoch [113][3060/3757] lr: 1.000e-03, eta: 1 day, 17:46:39, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6539, top5_acc: 0.8523, loss_cls: 1.4159, loss: 2.3949, grad_norm: 10.0361 2021-07-08 07:38:01,746 - mmaction - INFO - Epoch [113][3080/3757] lr: 1.000e-03, eta: 1 day, 17:46:18, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.4481, loss: 2.4400, grad_norm: 9.9325 2021-07-08 07:38:23,074 - mmaction - INFO - Epoch [113][3100/3757] lr: 1.000e-03, eta: 1 day, 17:45:56, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0048, top1_acc: 0.6398, top5_acc: 0.8352, loss_cls: 1.4631, loss: 2.4679, grad_norm: 10.2280 2021-07-08 07:38:43,955 - mmaction - INFO - Epoch [113][3120/3757] lr: 1.000e-03, eta: 1 day, 17:45:35, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4467, loss: 2.4666, grad_norm: 9.9729 2021-07-08 07:39:05,137 - mmaction - INFO - Epoch [113][3140/3757] lr: 1.000e-03, eta: 1 day, 17:45:13, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9706, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3721, loss: 2.3426, grad_norm: 9.9284 2021-07-08 07:39:26,123 - mmaction - INFO - Epoch [113][3160/3757] lr: 1.000e-03, eta: 1 day, 17:44:51, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 1.0425, top1_acc: 0.6352, top5_acc: 0.8438, loss_cls: 1.5182, loss: 2.5606, grad_norm: 10.2320 2021-07-08 07:39:47,490 - mmaction - INFO - Epoch [113][3180/3757] lr: 1.000e-03, eta: 1 day, 17:44:30, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6687, top5_acc: 0.8570, loss_cls: 1.3788, loss: 2.3433, grad_norm: 10.1549 2021-07-08 07:40:08,346 - mmaction - INFO - Epoch [113][3200/3757] lr: 1.000e-03, eta: 1 day, 17:44:08, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.0681, top1_acc: 0.6219, top5_acc: 0.8211, loss_cls: 1.5657, loss: 2.6338, grad_norm: 10.7317 2021-07-08 07:40:29,626 - mmaction - INFO - Epoch [113][3220/3757] lr: 1.000e-03, eta: 1 day, 17:43:46, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0514, top1_acc: 0.6391, top5_acc: 0.8250, loss_cls: 1.5427, loss: 2.5941, grad_norm: 10.8258 2021-07-08 07:40:50,742 - mmaction - INFO - Epoch [113][3240/3757] lr: 1.000e-03, eta: 1 day, 17:43:25, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3880, loss: 2.3576, grad_norm: 10.0584 2021-07-08 07:41:11,822 - mmaction - INFO - Epoch [113][3260/3757] lr: 1.000e-03, eta: 1 day, 17:43:03, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0590, top1_acc: 0.6391, top5_acc: 0.8367, loss_cls: 1.5090, loss: 2.5680, grad_norm: 10.3260 2021-07-08 07:41:32,814 - mmaction - INFO - Epoch [113][3280/3757] lr: 1.000e-03, eta: 1 day, 17:42:41, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9698, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.4232, loss: 2.3930, grad_norm: 9.8935 2021-07-08 07:41:54,597 - mmaction - INFO - Epoch [113][3300/3757] lr: 1.000e-03, eta: 1 day, 17:42:20, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.4220, loss: 2.3900, grad_norm: 10.1255 2021-07-08 07:42:16,478 - mmaction - INFO - Epoch [113][3320/3757] lr: 1.000e-03, eta: 1 day, 17:41:58, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6680, top5_acc: 0.8414, loss_cls: 1.4273, loss: 2.4119, grad_norm: 9.9500 2021-07-08 07:42:37,755 - mmaction - INFO - Epoch [113][3340/3757] lr: 1.000e-03, eta: 1 day, 17:41:37, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0434, top1_acc: 0.6430, top5_acc: 0.8289, loss_cls: 1.5389, loss: 2.5823, grad_norm: 10.3188 2021-07-08 07:42:59,252 - mmaction - INFO - Epoch [113][3360/3757] lr: 1.000e-03, eta: 1 day, 17:41:15, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 0.9949, top1_acc: 0.6734, top5_acc: 0.8398, loss_cls: 1.4268, loss: 2.4217, grad_norm: 9.9639 2021-07-08 07:43:20,328 - mmaction - INFO - Epoch [113][3380/3757] lr: 1.000e-03, eta: 1 day, 17:40:54, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3764, loss: 2.3675, grad_norm: 9.8984 2021-07-08 07:43:41,271 - mmaction - INFO - Epoch [113][3400/3757] lr: 1.000e-03, eta: 1 day, 17:40:32, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0048, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4391, loss: 2.4439, grad_norm: 9.7300 2021-07-08 07:44:02,363 - mmaction - INFO - Epoch [113][3420/3757] lr: 1.000e-03, eta: 1 day, 17:40:10, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9727, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.4000, loss: 2.3727, grad_norm: 9.9471 2021-07-08 07:44:23,714 - mmaction - INFO - Epoch [113][3440/3757] lr: 1.000e-03, eta: 1 day, 17:39:49, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9673, top1_acc: 0.6734, top5_acc: 0.8484, loss_cls: 1.3613, loss: 2.3287, grad_norm: 9.9671 2021-07-08 07:44:44,919 - mmaction - INFO - Epoch [113][3460/3757] lr: 1.000e-03, eta: 1 day, 17:39:27, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9655, top1_acc: 0.6602, top5_acc: 0.8641, loss_cls: 1.3688, loss: 2.3344, grad_norm: 9.9600 2021-07-08 07:45:06,837 - mmaction - INFO - Epoch [113][3480/3757] lr: 1.000e-03, eta: 1 day, 17:39:06, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9940, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.4270, loss: 2.4210, grad_norm: 10.0047 2021-07-08 07:45:28,285 - mmaction - INFO - Epoch [113][3500/3757] lr: 1.000e-03, eta: 1 day, 17:38:44, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6680, top5_acc: 0.8414, loss_cls: 1.4307, loss: 2.3867, grad_norm: 9.9296 2021-07-08 07:45:49,766 - mmaction - INFO - Epoch [113][3520/3757] lr: 1.000e-03, eta: 1 day, 17:38:22, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4430, loss: 2.4320, grad_norm: 10.1726 2021-07-08 07:46:11,394 - mmaction - INFO - Epoch [113][3540/3757] lr: 1.000e-03, eta: 1 day, 17:38:01, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9730, top1_acc: 0.6586, top5_acc: 0.8344, loss_cls: 1.4446, loss: 2.4176, grad_norm: 10.1038 2021-07-08 07:46:32,912 - mmaction - INFO - Epoch [113][3560/3757] lr: 1.000e-03, eta: 1 day, 17:37:39, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0148, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4570, loss: 2.4718, grad_norm: 10.0751 2021-07-08 07:46:54,082 - mmaction - INFO - Epoch [113][3580/3757] lr: 1.000e-03, eta: 1 day, 17:37:18, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9530, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3563, loss: 2.3093, grad_norm: 10.1409 2021-07-08 07:47:15,326 - mmaction - INFO - Epoch [113][3600/3757] lr: 1.000e-03, eta: 1 day, 17:36:56, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6516, top5_acc: 0.8234, loss_cls: 1.4790, loss: 2.4927, grad_norm: 10.0739 2021-07-08 07:47:36,676 - mmaction - INFO - Epoch [113][3620/3757] lr: 1.000e-03, eta: 1 day, 17:36:35, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0153, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4581, loss: 2.4734, grad_norm: 10.0527 2021-07-08 07:47:57,843 - mmaction - INFO - Epoch [113][3640/3757] lr: 1.000e-03, eta: 1 day, 17:36:13, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0245, top1_acc: 0.6516, top5_acc: 0.8297, loss_cls: 1.4891, loss: 2.5136, grad_norm: 10.1451 2021-07-08 07:48:18,956 - mmaction - INFO - Epoch [113][3660/3757] lr: 1.000e-03, eta: 1 day, 17:35:51, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4744, loss: 2.4807, grad_norm: 10.1600 2021-07-08 07:48:40,646 - mmaction - INFO - Epoch [113][3680/3757] lr: 1.000e-03, eta: 1 day, 17:35:30, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.0385, top1_acc: 0.6391, top5_acc: 0.8305, loss_cls: 1.5388, loss: 2.5773, grad_norm: 10.4830 2021-07-08 07:49:01,823 - mmaction - INFO - Epoch [113][3700/3757] lr: 1.000e-03, eta: 1 day, 17:35:08, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0361, top1_acc: 0.6297, top5_acc: 0.8281, loss_cls: 1.5268, loss: 2.5629, grad_norm: 10.4876 2021-07-08 07:49:22,995 - mmaction - INFO - Epoch [113][3720/3757] lr: 1.000e-03, eta: 1 day, 17:34:46, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9198, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3358, loss: 2.2556, grad_norm: 9.8295 2021-07-08 07:49:44,134 - mmaction - INFO - Epoch [113][3740/3757] lr: 1.000e-03, eta: 1 day, 17:34:25, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.3803, loss: 2.3715, grad_norm: 10.0652 2021-07-08 07:50:02,338 - mmaction - INFO - Saving checkpoint at 113 epochs 2021-07-08 07:51:05,518 - mmaction - INFO - Epoch [114][20/3757] lr: 1.000e-03, eta: 1 day, 17:33:52, time: 3.081, data_time: 1.955, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6539, top5_acc: 0.8320, loss_cls: 1.4824, loss: 2.4902, grad_norm: 10.2415 2021-07-08 07:51:27,170 - mmaction - INFO - Epoch [114][40/3757] lr: 1.000e-03, eta: 1 day, 17:33:31, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.0497, top1_acc: 0.6320, top5_acc: 0.8289, loss_cls: 1.5565, loss: 2.6061, grad_norm: 10.5019 2021-07-08 07:51:48,087 - mmaction - INFO - Epoch [114][60/3757] lr: 1.000e-03, eta: 1 day, 17:33:09, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6562, top5_acc: 0.8398, loss_cls: 1.4279, loss: 2.4187, grad_norm: 9.9970 2021-07-08 07:52:09,038 - mmaction - INFO - Epoch [114][80/3757] lr: 1.000e-03, eta: 1 day, 17:32:47, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0424, top1_acc: 0.6391, top5_acc: 0.8383, loss_cls: 1.5123, loss: 2.5548, grad_norm: 10.2757 2021-07-08 07:52:30,038 - mmaction - INFO - Epoch [114][100/3757] lr: 1.000e-03, eta: 1 day, 17:32:25, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9371, top1_acc: 0.6953, top5_acc: 0.8531, loss_cls: 1.3338, loss: 2.2709, grad_norm: 9.5879 2021-07-08 07:52:51,619 - mmaction - INFO - Epoch [114][120/3757] lr: 1.000e-03, eta: 1 day, 17:32:04, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.0215, top1_acc: 0.6539, top5_acc: 0.8344, loss_cls: 1.4537, loss: 2.4751, grad_norm: 10.2000 2021-07-08 07:53:12,790 - mmaction - INFO - Epoch [114][140/3757] lr: 1.000e-03, eta: 1 day, 17:31:42, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9405, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.3752, loss: 2.3157, grad_norm: 9.8904 2021-07-08 07:53:33,865 - mmaction - INFO - Epoch [114][160/3757] lr: 1.000e-03, eta: 1 day, 17:31:21, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.3385, loss: 2.3013, grad_norm: 9.8411 2021-07-08 07:53:55,188 - mmaction - INFO - Epoch [114][180/3757] lr: 1.000e-03, eta: 1 day, 17:30:59, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.8979, top1_acc: 0.7148, top5_acc: 0.8711, loss_cls: 1.2234, loss: 2.1214, grad_norm: 9.6698 2021-07-08 07:54:16,876 - mmaction - INFO - Epoch [114][200/3757] lr: 1.000e-03, eta: 1 day, 17:30:38, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6508, top5_acc: 0.8422, loss_cls: 1.4214, loss: 2.4188, grad_norm: 9.9713 2021-07-08 07:54:38,057 - mmaction - INFO - Epoch [114][220/3757] lr: 1.000e-03, eta: 1 day, 17:30:16, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.4074, loss: 2.3964, grad_norm: 10.2614 2021-07-08 07:54:59,141 - mmaction - INFO - Epoch [114][240/3757] lr: 1.000e-03, eta: 1 day, 17:29:54, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0065, top1_acc: 0.6430, top5_acc: 0.8406, loss_cls: 1.4246, loss: 2.4311, grad_norm: 10.0308 2021-07-08 07:55:20,154 - mmaction - INFO - Epoch [114][260/3757] lr: 1.000e-03, eta: 1 day, 17:29:32, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9623, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3512, loss: 2.3135, grad_norm: 10.0233 2021-07-08 07:55:41,485 - mmaction - INFO - Epoch [114][280/3757] lr: 1.000e-03, eta: 1 day, 17:29:11, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0787, top1_acc: 0.6352, top5_acc: 0.8164, loss_cls: 1.5844, loss: 2.6631, grad_norm: 10.4649 2021-07-08 07:56:03,353 - mmaction - INFO - Epoch [114][300/3757] lr: 1.000e-03, eta: 1 day, 17:28:49, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9786, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3809, loss: 2.3595, grad_norm: 10.0943 2021-07-08 07:56:24,615 - mmaction - INFO - Epoch [114][320/3757] lr: 1.000e-03, eta: 1 day, 17:28:28, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9775, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4083, loss: 2.3857, grad_norm: 9.8807 2021-07-08 07:56:45,676 - mmaction - INFO - Epoch [114][340/3757] lr: 1.000e-03, eta: 1 day, 17:28:06, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.4752, loss: 2.4889, grad_norm: 10.4677 2021-07-08 07:57:07,551 - mmaction - INFO - Epoch [114][360/3757] lr: 1.000e-03, eta: 1 day, 17:27:45, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 1.0141, top1_acc: 0.6438, top5_acc: 0.8344, loss_cls: 1.5053, loss: 2.5194, grad_norm: 10.1249 2021-07-08 07:57:28,532 - mmaction - INFO - Epoch [114][380/3757] lr: 1.000e-03, eta: 1 day, 17:27:23, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0331, top1_acc: 0.6250, top5_acc: 0.8203, loss_cls: 1.5283, loss: 2.5614, grad_norm: 10.2972 2021-07-08 07:57:49,745 - mmaction - INFO - Epoch [114][400/3757] lr: 1.000e-03, eta: 1 day, 17:27:01, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0344, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4881, loss: 2.5225, grad_norm: 10.4176 2021-07-08 07:58:11,006 - mmaction - INFO - Epoch [114][420/3757] lr: 1.000e-03, eta: 1 day, 17:26:40, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0130, top1_acc: 0.6602, top5_acc: 0.8352, loss_cls: 1.4357, loss: 2.4487, grad_norm: 10.0314 2021-07-08 07:58:33,013 - mmaction - INFO - Epoch [114][440/3757] lr: 1.000e-03, eta: 1 day, 17:26:18, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6602, top5_acc: 0.8383, loss_cls: 1.4135, loss: 2.4046, grad_norm: 10.1037 2021-07-08 07:58:54,081 - mmaction - INFO - Epoch [114][460/3757] lr: 1.000e-03, eta: 1 day, 17:25:57, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9415, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.3831, loss: 2.3246, grad_norm: 10.1407 2021-07-08 07:59:15,332 - mmaction - INFO - Epoch [114][480/3757] lr: 1.000e-03, eta: 1 day, 17:25:35, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9861, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.3843, loss: 2.3704, grad_norm: 9.9602 2021-07-08 07:59:36,323 - mmaction - INFO - Epoch [114][500/3757] lr: 1.000e-03, eta: 1 day, 17:25:13, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9819, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4786, loss: 2.4605, grad_norm: 10.0945 2021-07-08 07:59:58,020 - mmaction - INFO - Epoch [114][520/3757] lr: 1.000e-03, eta: 1 day, 17:24:52, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9795, top1_acc: 0.6469, top5_acc: 0.8461, loss_cls: 1.4475, loss: 2.4271, grad_norm: 10.0416 2021-07-08 08:00:19,270 - mmaction - INFO - Epoch [114][540/3757] lr: 1.000e-03, eta: 1 day, 17:24:30, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6609, top5_acc: 0.8297, loss_cls: 1.4657, loss: 2.4784, grad_norm: 10.0645 2021-07-08 08:00:40,613 - mmaction - INFO - Epoch [114][560/3757] lr: 1.000e-03, eta: 1 day, 17:24:09, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.0389, top1_acc: 0.6648, top5_acc: 0.8383, loss_cls: 1.4166, loss: 2.4555, grad_norm: 9.9683 2021-07-08 08:01:02,765 - mmaction - INFO - Epoch [114][580/3757] lr: 1.000e-03, eta: 1 day, 17:23:47, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.4993, loss: 2.4988, grad_norm: 10.4656 2021-07-08 08:01:23,913 - mmaction - INFO - Epoch [114][600/3757] lr: 1.000e-03, eta: 1 day, 17:23:26, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4325, loss: 2.4226, grad_norm: 10.4042 2021-07-08 08:01:44,951 - mmaction - INFO - Epoch [114][620/3757] lr: 1.000e-03, eta: 1 day, 17:23:04, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.4169, loss: 2.3931, grad_norm: 10.1252 2021-07-08 08:02:06,022 - mmaction - INFO - Epoch [114][640/3757] lr: 1.000e-03, eta: 1 day, 17:22:42, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0040, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4621, loss: 2.4660, grad_norm: 10.1602 2021-07-08 08:02:27,667 - mmaction - INFO - Epoch [114][660/3757] lr: 1.000e-03, eta: 1 day, 17:22:21, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6492, top5_acc: 0.8391, loss_cls: 1.5096, loss: 2.5408, grad_norm: 10.3274 2021-07-08 08:02:49,619 - mmaction - INFO - Epoch [114][680/3757] lr: 1.000e-03, eta: 1 day, 17:21:59, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 1.0196, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.4955, loss: 2.5151, grad_norm: 10.0514 2021-07-08 08:03:10,600 - mmaction - INFO - Epoch [114][700/3757] lr: 1.000e-03, eta: 1 day, 17:21:38, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0121, top1_acc: 0.6539, top5_acc: 0.8297, loss_cls: 1.4794, loss: 2.4915, grad_norm: 9.9292 2021-07-08 08:03:31,884 - mmaction - INFO - Epoch [114][720/3757] lr: 1.000e-03, eta: 1 day, 17:21:16, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.4097, loss: 2.4202, grad_norm: 10.0012 2021-07-08 08:03:52,958 - mmaction - INFO - Epoch [114][740/3757] lr: 1.000e-03, eta: 1 day, 17:20:54, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9877, top1_acc: 0.6758, top5_acc: 0.8508, loss_cls: 1.3847, loss: 2.3724, grad_norm: 10.0340 2021-07-08 08:04:14,951 - mmaction - INFO - Epoch [114][760/3757] lr: 1.000e-03, eta: 1 day, 17:20:33, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 0.9824, top1_acc: 0.6453, top5_acc: 0.8461, loss_cls: 1.4424, loss: 2.4248, grad_norm: 10.1824 2021-07-08 08:04:36,056 - mmaction - INFO - Epoch [114][780/3757] lr: 1.000e-03, eta: 1 day, 17:20:11, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6359, top5_acc: 0.8383, loss_cls: 1.5030, loss: 2.5340, grad_norm: 10.3486 2021-07-08 08:04:57,341 - mmaction - INFO - Epoch [114][800/3757] lr: 1.000e-03, eta: 1 day, 17:19:50, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9666, top1_acc: 0.6719, top5_acc: 0.8383, loss_cls: 1.3956, loss: 2.3622, grad_norm: 10.1571 2021-07-08 08:05:18,567 - mmaction - INFO - Epoch [114][820/3757] lr: 1.000e-03, eta: 1 day, 17:19:28, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6625, top5_acc: 0.8336, loss_cls: 1.4910, loss: 2.5023, grad_norm: 10.2226 2021-07-08 08:05:39,493 - mmaction - INFO - Epoch [114][840/3757] lr: 1.000e-03, eta: 1 day, 17:19:06, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0212, top1_acc: 0.6430, top5_acc: 0.8500, loss_cls: 1.4686, loss: 2.4899, grad_norm: 10.0971 2021-07-08 08:06:01,596 - mmaction - INFO - Epoch [114][860/3757] lr: 1.000e-03, eta: 1 day, 17:18:45, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 1.0044, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4577, loss: 2.4621, grad_norm: 9.8282 2021-07-08 08:06:23,421 - mmaction - INFO - Epoch [114][880/3757] lr: 1.000e-03, eta: 1 day, 17:18:24, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 1.0060, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.4726, loss: 2.4786, grad_norm: 10.1853 2021-07-08 08:06:44,344 - mmaction - INFO - Epoch [114][900/3757] lr: 1.000e-03, eta: 1 day, 17:18:02, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0129, top1_acc: 0.6359, top5_acc: 0.8359, loss_cls: 1.4833, loss: 2.4963, grad_norm: 10.2955 2021-07-08 08:07:05,427 - mmaction - INFO - Epoch [114][920/3757] lr: 1.000e-03, eta: 1 day, 17:17:40, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6422, top5_acc: 0.8516, loss_cls: 1.4512, loss: 2.4444, grad_norm: 10.2553 2021-07-08 08:07:26,459 - mmaction - INFO - Epoch [114][940/3757] lr: 1.000e-03, eta: 1 day, 17:17:19, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4398, loss: 2.4217, grad_norm: 9.9973 2021-07-08 08:07:47,727 - mmaction - INFO - Epoch [114][960/3757] lr: 1.000e-03, eta: 1 day, 17:16:57, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9879, top1_acc: 0.6633, top5_acc: 0.8469, loss_cls: 1.4146, loss: 2.4025, grad_norm: 10.0883 2021-07-08 08:08:09,742 - mmaction - INFO - Epoch [114][980/3757] lr: 1.000e-03, eta: 1 day, 17:16:36, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 0.9784, top1_acc: 0.6641, top5_acc: 0.8438, loss_cls: 1.4149, loss: 2.3933, grad_norm: 9.9886 2021-07-08 08:08:30,704 - mmaction - INFO - Epoch [114][1000/3757] lr: 1.000e-03, eta: 1 day, 17:16:14, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6742, top5_acc: 0.8609, loss_cls: 1.3713, loss: 2.3407, grad_norm: 10.0377 2021-07-08 08:08:51,758 - mmaction - INFO - Epoch [114][1020/3757] lr: 1.000e-03, eta: 1 day, 17:15:52, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9733, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3816, loss: 2.3549, grad_norm: 9.7604 2021-07-08 08:09:13,036 - mmaction - INFO - Epoch [114][1040/3757] lr: 1.000e-03, eta: 1 day, 17:15:31, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4534, loss: 2.4695, grad_norm: 10.0690 2021-07-08 08:09:34,191 - mmaction - INFO - Epoch [114][1060/3757] lr: 1.000e-03, eta: 1 day, 17:15:09, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4282, loss: 2.4437, grad_norm: 10.3325 2021-07-08 08:09:55,361 - mmaction - INFO - Epoch [114][1080/3757] lr: 1.000e-03, eta: 1 day, 17:14:47, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4494, loss: 2.4423, grad_norm: 10.1714 2021-07-08 08:10:16,514 - mmaction - INFO - Epoch [114][1100/3757] lr: 1.000e-03, eta: 1 day, 17:14:26, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0556, top1_acc: 0.6320, top5_acc: 0.8266, loss_cls: 1.5196, loss: 2.5752, grad_norm: 10.6429 2021-07-08 08:10:37,437 - mmaction - INFO - Epoch [114][1120/3757] lr: 1.000e-03, eta: 1 day, 17:14:04, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9740, top1_acc: 0.6633, top5_acc: 0.8438, loss_cls: 1.4409, loss: 2.4149, grad_norm: 9.7825 2021-07-08 08:10:58,809 - mmaction - INFO - Epoch [114][1140/3757] lr: 1.000e-03, eta: 1 day, 17:13:42, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6617, top5_acc: 0.8516, loss_cls: 1.3658, loss: 2.3324, grad_norm: 10.3004 2021-07-08 08:11:20,269 - mmaction - INFO - Epoch [114][1160/3757] lr: 1.000e-03, eta: 1 day, 17:13:21, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6609, top5_acc: 0.8398, loss_cls: 1.4222, loss: 2.4111, grad_norm: 9.8221 2021-07-08 08:11:41,173 - mmaction - INFO - Epoch [114][1180/3757] lr: 1.000e-03, eta: 1 day, 17:12:59, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0110, top1_acc: 0.6687, top5_acc: 0.8258, loss_cls: 1.4650, loss: 2.4759, grad_norm: 10.1543 2021-07-08 08:12:02,444 - mmaction - INFO - Epoch [114][1200/3757] lr: 1.000e-03, eta: 1 day, 17:12:37, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6398, top5_acc: 0.8328, loss_cls: 1.5120, loss: 2.5328, grad_norm: 10.2221 2021-07-08 08:12:23,496 - mmaction - INFO - Epoch [114][1220/3757] lr: 1.000e-03, eta: 1 day, 17:12:16, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9373, top1_acc: 0.6758, top5_acc: 0.8477, loss_cls: 1.3452, loss: 2.2825, grad_norm: 9.5614 2021-07-08 08:12:45,782 - mmaction - INFO - Epoch [114][1240/3757] lr: 1.000e-03, eta: 1 day, 17:11:54, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 0.9758, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.4034, loss: 2.3792, grad_norm: 9.9447 2021-07-08 08:13:06,783 - mmaction - INFO - Epoch [114][1260/3757] lr: 1.000e-03, eta: 1 day, 17:11:33, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3794, loss: 2.3388, grad_norm: 9.8781 2021-07-08 08:13:27,846 - mmaction - INFO - Epoch [114][1280/3757] lr: 1.000e-03, eta: 1 day, 17:11:11, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.4234, loss: 2.4099, grad_norm: 10.1242 2021-07-08 08:13:48,958 - mmaction - INFO - Epoch [114][1300/3757] lr: 1.000e-03, eta: 1 day, 17:10:49, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0448, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.5023, loss: 2.5471, grad_norm: 10.1512 2021-07-08 08:14:09,870 - mmaction - INFO - Epoch [114][1320/3757] lr: 1.000e-03, eta: 1 day, 17:10:28, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9940, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.3968, loss: 2.3908, grad_norm: 9.8797 2021-07-08 08:14:31,041 - mmaction - INFO - Epoch [114][1340/3757] lr: 1.000e-03, eta: 1 day, 17:10:06, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6680, top5_acc: 0.8422, loss_cls: 1.4539, loss: 2.4466, grad_norm: 10.0725 2021-07-08 08:14:52,113 - mmaction - INFO - Epoch [114][1360/3757] lr: 1.000e-03, eta: 1 day, 17:09:44, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6422, top5_acc: 0.8203, loss_cls: 1.5022, loss: 2.5542, grad_norm: 10.4455 2021-07-08 08:15:12,965 - mmaction - INFO - Epoch [114][1380/3757] lr: 1.000e-03, eta: 1 day, 17:09:23, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 0.9583, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3776, loss: 2.3359, grad_norm: 10.0816 2021-07-08 08:15:34,133 - mmaction - INFO - Epoch [114][1400/3757] lr: 1.000e-03, eta: 1 day, 17:09:01, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6297, top5_acc: 0.8383, loss_cls: 1.4979, loss: 2.5042, grad_norm: 10.2392 2021-07-08 08:15:55,104 - mmaction - INFO - Epoch [114][1420/3757] lr: 1.000e-03, eta: 1 day, 17:08:39, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0044, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.4431, loss: 2.4475, grad_norm: 10.1645 2021-07-08 08:16:16,263 - mmaction - INFO - Epoch [114][1440/3757] lr: 1.000e-03, eta: 1 day, 17:08:18, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0119, top1_acc: 0.6398, top5_acc: 0.8313, loss_cls: 1.5057, loss: 2.5177, grad_norm: 10.3679 2021-07-08 08:16:37,311 - mmaction - INFO - Epoch [114][1460/3757] lr: 1.000e-03, eta: 1 day, 17:07:56, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0200, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.5271, loss: 2.5471, grad_norm: 10.1428 2021-07-08 08:16:58,344 - mmaction - INFO - Epoch [114][1480/3757] lr: 1.000e-03, eta: 1 day, 17:07:34, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0070, top1_acc: 0.6586, top5_acc: 0.8359, loss_cls: 1.4453, loss: 2.4522, grad_norm: 9.8206 2021-07-08 08:17:19,408 - mmaction - INFO - Epoch [114][1500/3757] lr: 1.000e-03, eta: 1 day, 17:07:12, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9926, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4795, loss: 2.4721, grad_norm: 9.9950 2021-07-08 08:17:41,729 - mmaction - INFO - Epoch [114][1520/3757] lr: 1.000e-03, eta: 1 day, 17:06:51, time: 1.116, data_time: 0.001, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4521, loss: 2.4458, grad_norm: 10.1119 2021-07-08 08:18:02,930 - mmaction - INFO - Epoch [114][1540/3757] lr: 1.000e-03, eta: 1 day, 17:06:30, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9555, top1_acc: 0.6648, top5_acc: 0.8469, loss_cls: 1.4018, loss: 2.3573, grad_norm: 9.8802 2021-07-08 08:18:23,953 - mmaction - INFO - Epoch [114][1560/3757] lr: 1.000e-03, eta: 1 day, 17:06:08, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0316, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.4940, loss: 2.5256, grad_norm: 10.2613 2021-07-08 08:18:45,154 - mmaction - INFO - Epoch [114][1580/3757] lr: 1.000e-03, eta: 1 day, 17:05:46, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6523, top5_acc: 0.8281, loss_cls: 1.4784, loss: 2.4710, grad_norm: 10.0481 2021-07-08 08:19:06,090 - mmaction - INFO - Epoch [114][1600/3757] lr: 1.000e-03, eta: 1 day, 17:05:25, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0487, top1_acc: 0.6203, top5_acc: 0.8430, loss_cls: 1.5557, loss: 2.6044, grad_norm: 10.2673 2021-07-08 08:19:27,354 - mmaction - INFO - Epoch [114][1620/3757] lr: 1.000e-03, eta: 1 day, 17:05:03, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9878, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.3997, loss: 2.3875, grad_norm: 9.9455 2021-07-08 08:19:48,404 - mmaction - INFO - Epoch [114][1640/3757] lr: 1.000e-03, eta: 1 day, 17:04:41, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0162, top1_acc: 0.6687, top5_acc: 0.8375, loss_cls: 1.4549, loss: 2.4710, grad_norm: 10.1168 2021-07-08 08:20:09,743 - mmaction - INFO - Epoch [114][1660/3757] lr: 1.000e-03, eta: 1 day, 17:04:20, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0525, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.5133, loss: 2.5658, grad_norm: 10.4236 2021-07-08 08:20:30,765 - mmaction - INFO - Epoch [114][1680/3757] lr: 1.000e-03, eta: 1 day, 17:03:58, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0115, top1_acc: 0.6859, top5_acc: 0.8461, loss_cls: 1.4192, loss: 2.4306, grad_norm: 9.9334 2021-07-08 08:20:51,803 - mmaction - INFO - Epoch [114][1700/3757] lr: 1.000e-03, eta: 1 day, 17:03:36, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0122, top1_acc: 0.6594, top5_acc: 0.8359, loss_cls: 1.4341, loss: 2.4462, grad_norm: 10.0674 2021-07-08 08:21:13,104 - mmaction - INFO - Epoch [114][1720/3757] lr: 1.000e-03, eta: 1 day, 17:03:15, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0315, top1_acc: 0.6383, top5_acc: 0.8359, loss_cls: 1.5409, loss: 2.5724, grad_norm: 10.5413 2021-07-08 08:21:34,035 - mmaction - INFO - Epoch [114][1740/3757] lr: 1.000e-03, eta: 1 day, 17:02:53, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9987, top1_acc: 0.6625, top5_acc: 0.8328, loss_cls: 1.4541, loss: 2.4529, grad_norm: 10.0285 2021-07-08 08:21:55,063 - mmaction - INFO - Epoch [114][1760/3757] lr: 1.000e-03, eta: 1 day, 17:02:31, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9595, top1_acc: 0.6758, top5_acc: 0.8438, loss_cls: 1.3971, loss: 2.3566, grad_norm: 9.8036 2021-07-08 08:22:17,432 - mmaction - INFO - Epoch [114][1780/3757] lr: 1.000e-03, eta: 1 day, 17:02:10, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 0.9648, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3870, loss: 2.3518, grad_norm: 9.6908 2021-07-08 08:22:38,615 - mmaction - INFO - Epoch [114][1800/3757] lr: 1.000e-03, eta: 1 day, 17:01:48, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0210, top1_acc: 0.6586, top5_acc: 0.8227, loss_cls: 1.5000, loss: 2.5210, grad_norm: 9.9336 2021-07-08 08:23:00,383 - mmaction - INFO - Epoch [114][1820/3757] lr: 1.000e-03, eta: 1 day, 17:01:27, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 1.0363, top1_acc: 0.6320, top5_acc: 0.8406, loss_cls: 1.5259, loss: 2.5621, grad_norm: 10.4466 2021-07-08 08:23:21,376 - mmaction - INFO - Epoch [114][1840/3757] lr: 1.000e-03, eta: 1 day, 17:01:05, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0349, top1_acc: 0.6312, top5_acc: 0.8406, loss_cls: 1.5057, loss: 2.5406, grad_norm: 10.6024 2021-07-08 08:23:42,461 - mmaction - INFO - Epoch [114][1860/3757] lr: 1.000e-03, eta: 1 day, 17:00:43, time: 1.054, data_time: 0.007, memory: 6921, loss_aux: 1.0451, top1_acc: 0.6508, top5_acc: 0.8328, loss_cls: 1.5162, loss: 2.5613, grad_norm: 10.4020 2021-07-08 08:24:03,455 - mmaction - INFO - Epoch [114][1880/3757] lr: 1.000e-03, eta: 1 day, 17:00:22, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0030, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.4735, loss: 2.4766, grad_norm: 10.1294 2021-07-08 08:24:24,521 - mmaction - INFO - Epoch [114][1900/3757] lr: 1.000e-03, eta: 1 day, 17:00:00, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 0.9961, top1_acc: 0.6602, top5_acc: 0.8406, loss_cls: 1.4417, loss: 2.4378, grad_norm: 10.0728 2021-07-08 08:24:45,587 - mmaction - INFO - Epoch [114][1920/3757] lr: 1.000e-03, eta: 1 day, 16:59:38, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9339, top1_acc: 0.6648, top5_acc: 0.8570, loss_cls: 1.3684, loss: 2.3023, grad_norm: 10.0121 2021-07-08 08:25:07,371 - mmaction - INFO - Epoch [114][1940/3757] lr: 1.000e-03, eta: 1 day, 16:59:17, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 0.9869, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.4117, loss: 2.3987, grad_norm: 10.2399 2021-07-08 08:25:28,721 - mmaction - INFO - Epoch [114][1960/3757] lr: 1.000e-03, eta: 1 day, 16:58:55, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6789, top5_acc: 0.8516, loss_cls: 1.3768, loss: 2.3529, grad_norm: 9.8587 2021-07-08 08:25:50,064 - mmaction - INFO - Epoch [114][1980/3757] lr: 1.000e-03, eta: 1 day, 16:58:34, time: 1.067, data_time: 0.034, memory: 6921, loss_aux: 0.9954, top1_acc: 0.6594, top5_acc: 0.8328, loss_cls: 1.4685, loss: 2.4640, grad_norm: 10.2078 2021-07-08 08:26:11,186 - mmaction - INFO - Epoch [114][2000/3757] lr: 1.000e-03, eta: 1 day, 16:58:12, time: 1.057, data_time: 0.019, memory: 6921, loss_aux: 0.9791, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.4041, loss: 2.3832, grad_norm: 10.0000 2021-07-08 08:26:32,635 - mmaction - INFO - Epoch [114][2020/3757] lr: 1.000e-03, eta: 1 day, 16:57:51, time: 1.072, data_time: 0.020, memory: 6921, loss_aux: 1.0623, top1_acc: 0.6391, top5_acc: 0.8414, loss_cls: 1.4872, loss: 2.5495, grad_norm: 10.2705 2021-07-08 08:26:53,720 - mmaction - INFO - Epoch [114][2040/3757] lr: 1.000e-03, eta: 1 day, 16:57:29, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0240, top1_acc: 0.6422, top5_acc: 0.8531, loss_cls: 1.4417, loss: 2.4657, grad_norm: 10.3865 2021-07-08 08:27:14,560 - mmaction - INFO - Epoch [114][2060/3757] lr: 1.000e-03, eta: 1 day, 16:57:07, time: 1.041, data_time: 0.004, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6500, top5_acc: 0.8594, loss_cls: 1.4399, loss: 2.4489, grad_norm: 10.2500 2021-07-08 08:27:35,840 - mmaction - INFO - Epoch [114][2080/3757] lr: 1.000e-03, eta: 1 day, 16:56:46, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0152, top1_acc: 0.6578, top5_acc: 0.8305, loss_cls: 1.4592, loss: 2.4743, grad_norm: 10.2578 2021-07-08 08:27:56,858 - mmaction - INFO - Epoch [114][2100/3757] lr: 1.000e-03, eta: 1 day, 16:56:24, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.4258, loss: 2.4332, grad_norm: 10.2296 2021-07-08 08:28:17,945 - mmaction - INFO - Epoch [114][2120/3757] lr: 1.000e-03, eta: 1 day, 16:56:02, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9901, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4481, loss: 2.4382, grad_norm: 10.0569 2021-07-08 08:28:39,001 - mmaction - INFO - Epoch [114][2140/3757] lr: 1.000e-03, eta: 1 day, 16:55:40, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0198, top1_acc: 0.6617, top5_acc: 0.8266, loss_cls: 1.4854, loss: 2.5053, grad_norm: 10.3153 2021-07-08 08:29:00,060 - mmaction - INFO - Epoch [114][2160/3757] lr: 1.000e-03, eta: 1 day, 16:55:19, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0439, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.4553, loss: 2.4993, grad_norm: 10.0250 2021-07-08 08:29:21,202 - mmaction - INFO - Epoch [114][2180/3757] lr: 1.000e-03, eta: 1 day, 16:54:57, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9768, top1_acc: 0.6750, top5_acc: 0.8359, loss_cls: 1.4281, loss: 2.4049, grad_norm: 10.0737 2021-07-08 08:29:42,534 - mmaction - INFO - Epoch [114][2200/3757] lr: 1.000e-03, eta: 1 day, 16:54:36, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6750, top5_acc: 0.8461, loss_cls: 1.4146, loss: 2.3976, grad_norm: 9.8933 2021-07-08 08:30:03,807 - mmaction - INFO - Epoch [114][2220/3757] lr: 1.000e-03, eta: 1 day, 16:54:14, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0608, top1_acc: 0.6344, top5_acc: 0.8219, loss_cls: 1.5561, loss: 2.6169, grad_norm: 10.7360 2021-07-08 08:30:25,436 - mmaction - INFO - Epoch [114][2240/3757] lr: 1.000e-03, eta: 1 day, 16:53:52, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 1.0077, top1_acc: 0.6578, top5_acc: 0.8359, loss_cls: 1.4275, loss: 2.4353, grad_norm: 9.9535 2021-07-08 08:30:46,618 - mmaction - INFO - Epoch [114][2260/3757] lr: 1.000e-03, eta: 1 day, 16:53:31, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.3987, loss: 2.3793, grad_norm: 9.9507 2021-07-08 08:31:08,244 - mmaction - INFO - Epoch [114][2280/3757] lr: 1.000e-03, eta: 1 day, 16:53:09, time: 1.082, data_time: 0.030, memory: 6921, loss_aux: 0.9962, top1_acc: 0.6648, top5_acc: 0.8383, loss_cls: 1.4288, loss: 2.4250, grad_norm: 10.2125 2021-07-08 08:31:29,717 - mmaction - INFO - Epoch [114][2300/3757] lr: 1.000e-03, eta: 1 day, 16:52:48, time: 1.075, data_time: 0.035, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6375, top5_acc: 0.8367, loss_cls: 1.5186, loss: 2.5325, grad_norm: 10.2083 2021-07-08 08:31:50,745 - mmaction - INFO - Epoch [114][2320/3757] lr: 1.000e-03, eta: 1 day, 16:52:26, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9964, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.4352, loss: 2.4316, grad_norm: 9.9387 2021-07-08 08:32:12,236 - mmaction - INFO - Epoch [114][2340/3757] lr: 1.000e-03, eta: 1 day, 16:52:04, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6695, top5_acc: 0.8383, loss_cls: 1.4102, loss: 2.4119, grad_norm: 10.1125 2021-07-08 08:32:33,083 - mmaction - INFO - Epoch [114][2360/3757] lr: 1.000e-03, eta: 1 day, 16:51:43, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9615, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.4107, loss: 2.3722, grad_norm: 10.1242 2021-07-08 08:32:54,399 - mmaction - INFO - Epoch [114][2380/3757] lr: 1.000e-03, eta: 1 day, 16:51:21, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9552, top1_acc: 0.6687, top5_acc: 0.8539, loss_cls: 1.3646, loss: 2.3198, grad_norm: 9.9976 2021-07-08 08:33:15,651 - mmaction - INFO - Epoch [114][2400/3757] lr: 1.000e-03, eta: 1 day, 16:51:00, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0227, top1_acc: 0.6414, top5_acc: 0.8297, loss_cls: 1.5179, loss: 2.5406, grad_norm: 10.4498 2021-07-08 08:33:36,713 - mmaction - INFO - Epoch [114][2420/3757] lr: 1.000e-03, eta: 1 day, 16:50:38, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9550, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3853, loss: 2.3402, grad_norm: 9.8896 2021-07-08 08:33:57,527 - mmaction - INFO - Epoch [114][2440/3757] lr: 1.000e-03, eta: 1 day, 16:50:16, time: 1.041, data_time: 0.007, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6539, top5_acc: 0.8352, loss_cls: 1.4983, loss: 2.5168, grad_norm: 10.4421 2021-07-08 08:34:18,705 - mmaction - INFO - Epoch [114][2460/3757] lr: 1.000e-03, eta: 1 day, 16:49:54, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4217, loss: 2.4024, grad_norm: 10.0349 2021-07-08 08:34:39,746 - mmaction - INFO - Epoch [114][2480/3757] lr: 1.000e-03, eta: 1 day, 16:49:33, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9367, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3599, loss: 2.2967, grad_norm: 9.7254 2021-07-08 08:35:00,982 - mmaction - INFO - Epoch [114][2500/3757] lr: 1.000e-03, eta: 1 day, 16:49:11, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6516, top5_acc: 0.8438, loss_cls: 1.4395, loss: 2.4555, grad_norm: 10.2942 2021-07-08 08:35:22,163 - mmaction - INFO - Epoch [114][2520/3757] lr: 1.000e-03, eta: 1 day, 16:48:49, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9415, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3299, loss: 2.2714, grad_norm: 9.9315 2021-07-08 08:35:43,305 - mmaction - INFO - Epoch [114][2540/3757] lr: 1.000e-03, eta: 1 day, 16:48:28, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6531, top5_acc: 0.8578, loss_cls: 1.4034, loss: 2.3962, grad_norm: 10.3365 2021-07-08 08:36:04,442 - mmaction - INFO - Epoch [114][2560/3757] lr: 1.000e-03, eta: 1 day, 16:48:06, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0046, top1_acc: 0.6547, top5_acc: 0.8383, loss_cls: 1.4407, loss: 2.4452, grad_norm: 10.1084 2021-07-08 08:36:25,630 - mmaction - INFO - Epoch [114][2580/3757] lr: 1.000e-03, eta: 1 day, 16:47:45, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0164, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.4309, loss: 2.4473, grad_norm: 10.1390 2021-07-08 08:36:46,748 - mmaction - INFO - Epoch [114][2600/3757] lr: 1.000e-03, eta: 1 day, 16:47:23, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6734, top5_acc: 0.8367, loss_cls: 1.3781, loss: 2.3403, grad_norm: 9.6652 2021-07-08 08:37:07,745 - mmaction - INFO - Epoch [114][2620/3757] lr: 1.000e-03, eta: 1 day, 16:47:01, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.5279, loss: 2.5632, grad_norm: 10.3715 2021-07-08 08:37:29,816 - mmaction - INFO - Epoch [114][2640/3757] lr: 1.000e-03, eta: 1 day, 16:46:40, time: 1.104, data_time: 0.047, memory: 6921, loss_aux: 1.0026, top1_acc: 0.6555, top5_acc: 0.8352, loss_cls: 1.4741, loss: 2.4766, grad_norm: 10.2694 2021-07-08 08:37:50,783 - mmaction - INFO - Epoch [114][2660/3757] lr: 1.000e-03, eta: 1 day, 16:46:18, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4222, loss: 2.4110, grad_norm: 10.3406 2021-07-08 08:38:12,051 - mmaction - INFO - Epoch [114][2680/3757] lr: 1.000e-03, eta: 1 day, 16:45:57, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9930, top1_acc: 0.6555, top5_acc: 0.8367, loss_cls: 1.4564, loss: 2.4494, grad_norm: 10.2044 2021-07-08 08:38:33,373 - mmaction - INFO - Epoch [114][2700/3757] lr: 1.000e-03, eta: 1 day, 16:45:35, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0047, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.4128, loss: 2.4175, grad_norm: 10.0136 2021-07-08 08:38:54,432 - mmaction - INFO - Epoch [114][2720/3757] lr: 1.000e-03, eta: 1 day, 16:45:13, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6508, top5_acc: 0.8305, loss_cls: 1.4606, loss: 2.4744, grad_norm: 10.1256 2021-07-08 08:39:16,072 - mmaction - INFO - Epoch [114][2740/3757] lr: 1.000e-03, eta: 1 day, 16:44:52, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.0284, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.4750, loss: 2.5034, grad_norm: 10.4451 2021-07-08 08:39:37,026 - mmaction - INFO - Epoch [114][2760/3757] lr: 1.000e-03, eta: 1 day, 16:44:30, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0439, top1_acc: 0.6391, top5_acc: 0.8266, loss_cls: 1.5157, loss: 2.5597, grad_norm: 10.4425 2021-07-08 08:39:58,322 - mmaction - INFO - Epoch [114][2780/3757] lr: 1.000e-03, eta: 1 day, 16:44:08, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0371, top1_acc: 0.6453, top5_acc: 0.8398, loss_cls: 1.5060, loss: 2.5431, grad_norm: 10.5483 2021-07-08 08:40:19,385 - mmaction - INFO - Epoch [114][2800/3757] lr: 1.000e-03, eta: 1 day, 16:43:47, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9542, top1_acc: 0.6820, top5_acc: 0.8414, loss_cls: 1.3865, loss: 2.3408, grad_norm: 9.9711 2021-07-08 08:40:40,384 - mmaction - INFO - Epoch [114][2820/3757] lr: 1.000e-03, eta: 1 day, 16:43:25, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9796, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4307, loss: 2.4103, grad_norm: 10.1615 2021-07-08 08:41:01,536 - mmaction - INFO - Epoch [114][2840/3757] lr: 1.000e-03, eta: 1 day, 16:43:03, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0438, top1_acc: 0.6430, top5_acc: 0.8359, loss_cls: 1.5079, loss: 2.5517, grad_norm: 10.4213 2021-07-08 08:41:22,767 - mmaction - INFO - Epoch [114][2860/3757] lr: 1.000e-03, eta: 1 day, 16:42:42, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0449, top1_acc: 0.6477, top5_acc: 0.8320, loss_cls: 1.5210, loss: 2.5659, grad_norm: 10.5095 2021-07-08 08:41:44,142 - mmaction - INFO - Epoch [114][2880/3757] lr: 1.000e-03, eta: 1 day, 16:42:20, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0055, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3929, loss: 2.3984, grad_norm: 9.9365 2021-07-08 08:42:05,288 - mmaction - INFO - Epoch [114][2900/3757] lr: 1.000e-03, eta: 1 day, 16:41:59, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3867, loss: 2.3741, grad_norm: 9.9061 2021-07-08 08:42:26,251 - mmaction - INFO - Epoch [114][2920/3757] lr: 1.000e-03, eta: 1 day, 16:41:37, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9839, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3902, loss: 2.3741, grad_norm: 9.9649 2021-07-08 08:42:47,573 - mmaction - INFO - Epoch [114][2940/3757] lr: 1.000e-03, eta: 1 day, 16:41:15, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9851, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4091, loss: 2.3941, grad_norm: 10.0091 2021-07-08 08:43:08,796 - mmaction - INFO - Epoch [114][2960/3757] lr: 1.000e-03, eta: 1 day, 16:40:54, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0084, top1_acc: 0.6695, top5_acc: 0.8398, loss_cls: 1.4235, loss: 2.4320, grad_norm: 10.0171 2021-07-08 08:43:30,525 - mmaction - INFO - Epoch [114][2980/3757] lr: 1.000e-03, eta: 1 day, 16:40:32, time: 1.087, data_time: 0.001, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6703, top5_acc: 0.8359, loss_cls: 1.4028, loss: 2.3807, grad_norm: 9.8848 2021-07-08 08:43:51,980 - mmaction - INFO - Epoch [114][3000/3757] lr: 1.000e-03, eta: 1 day, 16:40:11, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0299, top1_acc: 0.6500, top5_acc: 0.8313, loss_cls: 1.4890, loss: 2.5189, grad_norm: 10.3456 2021-07-08 08:44:13,178 - mmaction - INFO - Epoch [114][3020/3757] lr: 1.000e-03, eta: 1 day, 16:39:49, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4481, loss: 2.4478, grad_norm: 9.9147 2021-07-08 08:44:34,310 - mmaction - INFO - Epoch [114][3040/3757] lr: 1.000e-03, eta: 1 day, 16:39:27, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0430, top1_acc: 0.6500, top5_acc: 0.8336, loss_cls: 1.5020, loss: 2.5450, grad_norm: 10.0874 2021-07-08 08:44:55,701 - mmaction - INFO - Epoch [114][3060/3757] lr: 1.000e-03, eta: 1 day, 16:39:06, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0082, top1_acc: 0.6430, top5_acc: 0.8375, loss_cls: 1.4868, loss: 2.4950, grad_norm: 10.4232 2021-07-08 08:45:17,186 - mmaction - INFO - Epoch [114][3080/3757] lr: 1.000e-03, eta: 1 day, 16:38:44, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.0041, top1_acc: 0.6687, top5_acc: 0.8328, loss_cls: 1.4296, loss: 2.4337, grad_norm: 9.7610 2021-07-08 08:45:38,134 - mmaction - INFO - Epoch [114][3100/3757] lr: 1.000e-03, eta: 1 day, 16:38:22, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 1.0094, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4648, loss: 2.4742, grad_norm: 10.4389 2021-07-08 08:45:59,226 - mmaction - INFO - Epoch [114][3120/3757] lr: 1.000e-03, eta: 1 day, 16:38:01, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6672, top5_acc: 0.8438, loss_cls: 1.4097, loss: 2.4012, grad_norm: 10.1185 2021-07-08 08:46:20,944 - mmaction - INFO - Epoch [114][3140/3757] lr: 1.000e-03, eta: 1 day, 16:37:39, time: 1.086, data_time: 0.019, memory: 6921, loss_aux: 1.0713, top1_acc: 0.6242, top5_acc: 0.8203, loss_cls: 1.5913, loss: 2.6626, grad_norm: 10.4302 2021-07-08 08:46:42,533 - mmaction - INFO - Epoch [114][3160/3757] lr: 1.000e-03, eta: 1 day, 16:37:18, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.0563, top1_acc: 0.6164, top5_acc: 0.8258, loss_cls: 1.5680, loss: 2.6243, grad_norm: 10.6980 2021-07-08 08:47:03,574 - mmaction - INFO - Epoch [114][3180/3757] lr: 1.000e-03, eta: 1 day, 16:36:56, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0104, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.4806, loss: 2.4910, grad_norm: 10.2240 2021-07-08 08:47:25,261 - mmaction - INFO - Epoch [114][3200/3757] lr: 1.000e-03, eta: 1 day, 16:36:35, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6383, top5_acc: 0.8414, loss_cls: 1.5149, loss: 2.5443, grad_norm: 10.3121 2021-07-08 08:47:46,276 - mmaction - INFO - Epoch [114][3220/3757] lr: 1.000e-03, eta: 1 day, 16:36:13, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.4081, loss: 2.3965, grad_norm: 9.9642 2021-07-08 08:48:07,414 - mmaction - INFO - Epoch [114][3240/3757] lr: 1.000e-03, eta: 1 day, 16:35:51, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9873, top1_acc: 0.6297, top5_acc: 0.8555, loss_cls: 1.4496, loss: 2.4368, grad_norm: 10.3444 2021-07-08 08:48:28,374 - mmaction - INFO - Epoch [114][3260/3757] lr: 1.000e-03, eta: 1 day, 16:35:30, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0018, top1_acc: 0.6641, top5_acc: 0.8367, loss_cls: 1.4529, loss: 2.4547, grad_norm: 10.0167 2021-07-08 08:48:49,558 - mmaction - INFO - Epoch [114][3280/3757] lr: 1.000e-03, eta: 1 day, 16:35:08, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0441, top1_acc: 0.6375, top5_acc: 0.8398, loss_cls: 1.5073, loss: 2.5514, grad_norm: 10.5405 2021-07-08 08:49:10,725 - mmaction - INFO - Epoch [114][3300/3757] lr: 1.000e-03, eta: 1 day, 16:34:46, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9459, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3447, loss: 2.2906, grad_norm: 9.7390 2021-07-08 08:49:32,025 - mmaction - INFO - Epoch [114][3320/3757] lr: 1.000e-03, eta: 1 day, 16:34:25, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9758, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.3983, loss: 2.3741, grad_norm: 9.8310 2021-07-08 08:49:53,601 - mmaction - INFO - Epoch [114][3340/3757] lr: 1.000e-03, eta: 1 day, 16:34:03, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6586, top5_acc: 0.8328, loss_cls: 1.5140, loss: 2.5289, grad_norm: 10.1072 2021-07-08 08:50:14,449 - mmaction - INFO - Epoch [114][3360/3757] lr: 1.000e-03, eta: 1 day, 16:33:41, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 0.9926, top1_acc: 0.6578, top5_acc: 0.8398, loss_cls: 1.4572, loss: 2.4497, grad_norm: 9.8157 2021-07-08 08:50:35,563 - mmaction - INFO - Epoch [114][3380/3757] lr: 1.000e-03, eta: 1 day, 16:33:20, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9786, top1_acc: 0.6836, top5_acc: 0.8438, loss_cls: 1.3712, loss: 2.3498, grad_norm: 9.7460 2021-07-08 08:50:56,790 - mmaction - INFO - Epoch [114][3400/3757] lr: 1.000e-03, eta: 1 day, 16:32:58, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0074, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4521, loss: 2.4595, grad_norm: 10.2787 2021-07-08 08:51:18,048 - mmaction - INFO - Epoch [114][3420/3757] lr: 1.000e-03, eta: 1 day, 16:32:37, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9535, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.3946, loss: 2.3481, grad_norm: 10.1176 2021-07-08 08:51:39,345 - mmaction - INFO - Epoch [114][3440/3757] lr: 1.000e-03, eta: 1 day, 16:32:15, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.3986, loss: 2.3789, grad_norm: 10.0584 2021-07-08 08:52:00,614 - mmaction - INFO - Epoch [114][3460/3757] lr: 1.000e-03, eta: 1 day, 16:31:53, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0041, top1_acc: 0.6406, top5_acc: 0.8438, loss_cls: 1.4764, loss: 2.4804, grad_norm: 10.3486 2021-07-08 08:52:21,820 - mmaction - INFO - Epoch [114][3480/3757] lr: 1.000e-03, eta: 1 day, 16:31:32, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9523, top1_acc: 0.6695, top5_acc: 0.8438, loss_cls: 1.3969, loss: 2.3493, grad_norm: 9.9835 2021-07-08 08:52:43,984 - mmaction - INFO - Epoch [114][3500/3757] lr: 1.000e-03, eta: 1 day, 16:31:10, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 0.9758, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.4123, loss: 2.3881, grad_norm: 9.7589 2021-07-08 08:53:05,277 - mmaction - INFO - Epoch [114][3520/3757] lr: 1.000e-03, eta: 1 day, 16:30:49, time: 1.066, data_time: 0.007, memory: 6921, loss_aux: 0.9933, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.4516, loss: 2.4448, grad_norm: 10.3580 2021-07-08 08:53:26,413 - mmaction - INFO - Epoch [114][3540/3757] lr: 1.000e-03, eta: 1 day, 16:30:27, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6672, top5_acc: 0.8625, loss_cls: 1.3539, loss: 2.3220, grad_norm: 10.2180 2021-07-08 08:53:47,504 - mmaction - INFO - Epoch [114][3560/3757] lr: 1.000e-03, eta: 1 day, 16:30:05, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9954, top1_acc: 0.6531, top5_acc: 0.8352, loss_cls: 1.5029, loss: 2.4983, grad_norm: 10.2077 2021-07-08 08:54:09,114 - mmaction - INFO - Epoch [114][3580/3757] lr: 1.000e-03, eta: 1 day, 16:29:44, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6539, top5_acc: 0.8398, loss_cls: 1.4422, loss: 2.4431, grad_norm: 10.4517 2021-07-08 08:54:31,321 - mmaction - INFO - Epoch [114][3600/3757] lr: 1.000e-03, eta: 1 day, 16:29:23, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3884, loss: 2.3702, grad_norm: 10.0765 2021-07-08 08:54:52,488 - mmaction - INFO - Epoch [114][3620/3757] lr: 1.000e-03, eta: 1 day, 16:29:01, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9590, top1_acc: 0.6742, top5_acc: 0.8398, loss_cls: 1.3993, loss: 2.3583, grad_norm: 9.9451 2021-07-08 08:55:13,759 - mmaction - INFO - Epoch [114][3640/3757] lr: 1.000e-03, eta: 1 day, 16:28:39, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9629, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4045, loss: 2.3674, grad_norm: 10.0873 2021-07-08 08:55:34,840 - mmaction - INFO - Epoch [114][3660/3757] lr: 1.000e-03, eta: 1 day, 16:28:18, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.4026, loss: 2.3839, grad_norm: 9.7255 2021-07-08 08:55:55,895 - mmaction - INFO - Epoch [114][3680/3757] lr: 1.000e-03, eta: 1 day, 16:27:56, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0123, top1_acc: 0.6539, top5_acc: 0.8258, loss_cls: 1.5066, loss: 2.5189, grad_norm: 10.3691 2021-07-08 08:56:18,165 - mmaction - INFO - Epoch [114][3700/3757] lr: 1.000e-03, eta: 1 day, 16:27:35, time: 1.114, data_time: 0.001, memory: 6921, loss_aux: 0.9719, top1_acc: 0.6516, top5_acc: 0.8625, loss_cls: 1.4009, loss: 2.3728, grad_norm: 10.0972 2021-07-08 08:56:39,260 - mmaction - INFO - Epoch [114][3720/3757] lr: 1.000e-03, eta: 1 day, 16:27:13, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0033, top1_acc: 0.6469, top5_acc: 0.8516, loss_cls: 1.4272, loss: 2.4305, grad_norm: 10.3301 2021-07-08 08:57:00,392 - mmaction - INFO - Epoch [114][3740/3757] lr: 1.000e-03, eta: 1 day, 16:26:51, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0286, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5007, loss: 2.5293, grad_norm: 10.0835 2021-07-08 08:57:19,650 - mmaction - INFO - Saving checkpoint at 114 epochs 2021-07-08 08:58:21,580 - mmaction - INFO - Epoch [115][20/3757] lr: 1.000e-03, eta: 1 day, 16:26:18, time: 3.018, data_time: 1.936, memory: 6921, loss_aux: 0.9921, top1_acc: 0.6773, top5_acc: 0.8469, loss_cls: 1.4094, loss: 2.4015, grad_norm: 10.0080 2021-07-08 08:58:43,039 - mmaction - INFO - Epoch [115][40/3757] lr: 1.000e-03, eta: 1 day, 16:25:56, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9570, top1_acc: 0.6703, top5_acc: 0.8617, loss_cls: 1.3544, loss: 2.3113, grad_norm: 10.0298 2021-07-08 08:59:04,122 - mmaction - INFO - Epoch [115][60/3757] lr: 1.000e-03, eta: 1 day, 16:25:35, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0463, top1_acc: 0.6445, top5_acc: 0.8414, loss_cls: 1.4867, loss: 2.5330, grad_norm: 10.7571 2021-07-08 08:59:25,411 - mmaction - INFO - Epoch [115][80/3757] lr: 1.000e-03, eta: 1 day, 16:25:13, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9854, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.3639, loss: 2.3493, grad_norm: 10.1641 2021-07-08 08:59:46,245 - mmaction - INFO - Epoch [115][100/3757] lr: 1.000e-03, eta: 1 day, 16:24:51, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6680, top5_acc: 0.8359, loss_cls: 1.4486, loss: 2.4565, grad_norm: 10.5316 2021-07-08 09:00:07,156 - mmaction - INFO - Epoch [115][120/3757] lr: 1.000e-03, eta: 1 day, 16:24:30, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6625, top5_acc: 0.8516, loss_cls: 1.3868, loss: 2.3631, grad_norm: 9.9617 2021-07-08 09:00:28,792 - mmaction - INFO - Epoch [115][140/3757] lr: 1.000e-03, eta: 1 day, 16:24:08, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0127, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.4860, loss: 2.4987, grad_norm: 10.3370 2021-07-08 09:00:49,963 - mmaction - INFO - Epoch [115][160/3757] lr: 1.000e-03, eta: 1 day, 16:23:47, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0170, top1_acc: 0.6484, top5_acc: 0.8422, loss_cls: 1.4677, loss: 2.4847, grad_norm: 10.3489 2021-07-08 09:01:11,193 - mmaction - INFO - Epoch [115][180/3757] lr: 1.000e-03, eta: 1 day, 16:23:25, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.0025, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.4808, loss: 2.4832, grad_norm: 10.2237 2021-07-08 09:01:32,087 - mmaction - INFO - Epoch [115][200/3757] lr: 1.000e-03, eta: 1 day, 16:23:03, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3501, loss: 2.3081, grad_norm: 9.6750 2021-07-08 09:01:53,062 - mmaction - INFO - Epoch [115][220/3757] lr: 1.000e-03, eta: 1 day, 16:22:42, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9909, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.4126, loss: 2.4035, grad_norm: 10.0307 2021-07-08 09:02:14,034 - mmaction - INFO - Epoch [115][240/3757] lr: 1.000e-03, eta: 1 day, 16:22:20, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.3751, loss: 2.3432, grad_norm: 9.9684 2021-07-08 09:02:35,257 - mmaction - INFO - Epoch [115][260/3757] lr: 1.000e-03, eta: 1 day, 16:21:58, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9845, top1_acc: 0.6648, top5_acc: 0.8555, loss_cls: 1.3829, loss: 2.3674, grad_norm: 10.0486 2021-07-08 09:02:56,687 - mmaction - INFO - Epoch [115][280/3757] lr: 1.000e-03, eta: 1 day, 16:21:37, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0391, top1_acc: 0.6344, top5_acc: 0.8445, loss_cls: 1.4710, loss: 2.5101, grad_norm: 10.6162 2021-07-08 09:03:18,547 - mmaction - INFO - Epoch [115][300/3757] lr: 1.000e-03, eta: 1 day, 16:21:15, time: 1.093, data_time: 0.006, memory: 6921, loss_aux: 1.0411, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.4835, loss: 2.5246, grad_norm: 10.2943 2021-07-08 09:03:39,586 - mmaction - INFO - Epoch [115][320/3757] lr: 1.000e-03, eta: 1 day, 16:20:54, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9715, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3349, loss: 2.3064, grad_norm: 10.1439 2021-07-08 09:04:00,530 - mmaction - INFO - Epoch [115][340/3757] lr: 1.000e-03, eta: 1 day, 16:20:32, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6500, top5_acc: 0.8297, loss_cls: 1.5020, loss: 2.5374, grad_norm: 10.0715 2021-07-08 09:04:21,797 - mmaction - INFO - Epoch [115][360/3757] lr: 1.000e-03, eta: 1 day, 16:20:10, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9435, top1_acc: 0.6844, top5_acc: 0.8555, loss_cls: 1.3181, loss: 2.2616, grad_norm: 9.7450 2021-07-08 09:04:43,189 - mmaction - INFO - Epoch [115][380/3757] lr: 1.000e-03, eta: 1 day, 16:19:49, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9245, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3456, loss: 2.2700, grad_norm: 10.1329 2021-07-08 09:05:04,223 - mmaction - INFO - Epoch [115][400/3757] lr: 1.000e-03, eta: 1 day, 16:19:27, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9732, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4254, loss: 2.3986, grad_norm: 10.2776 2021-07-08 09:05:25,794 - mmaction - INFO - Epoch [115][420/3757] lr: 1.000e-03, eta: 1 day, 16:19:05, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.0118, top1_acc: 0.6602, top5_acc: 0.8313, loss_cls: 1.4573, loss: 2.4691, grad_norm: 10.2262 2021-07-08 09:05:47,538 - mmaction - INFO - Epoch [115][440/3757] lr: 1.000e-03, eta: 1 day, 16:18:44, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9909, top1_acc: 0.6719, top5_acc: 0.8383, loss_cls: 1.4668, loss: 2.4577, grad_norm: 10.1570 2021-07-08 09:06:08,467 - mmaction - INFO - Epoch [115][460/3757] lr: 1.000e-03, eta: 1 day, 16:18:22, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9646, top1_acc: 0.6797, top5_acc: 0.8516, loss_cls: 1.3623, loss: 2.3269, grad_norm: 9.8536 2021-07-08 09:06:29,602 - mmaction - INFO - Epoch [115][480/3757] lr: 1.000e-03, eta: 1 day, 16:18:01, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6641, top5_acc: 0.8438, loss_cls: 1.4427, loss: 2.4417, grad_norm: 10.1482 2021-07-08 09:06:50,693 - mmaction - INFO - Epoch [115][500/3757] lr: 1.000e-03, eta: 1 day, 16:17:39, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9585, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.3346, loss: 2.2931, grad_norm: 9.8647 2021-07-08 09:07:11,884 - mmaction - INFO - Epoch [115][520/3757] lr: 1.000e-03, eta: 1 day, 16:17:17, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0482, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.5104, loss: 2.5585, grad_norm: 10.5659 2021-07-08 09:07:33,462 - mmaction - INFO - Epoch [115][540/3757] lr: 1.000e-03, eta: 1 day, 16:16:56, time: 1.081, data_time: 0.037, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.4001, loss: 2.3912, grad_norm: 10.2034 2021-07-08 09:07:54,649 - mmaction - INFO - Epoch [115][560/3757] lr: 1.000e-03, eta: 1 day, 16:16:34, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0190, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4751, loss: 2.4941, grad_norm: 10.5016 2021-07-08 09:08:15,774 - mmaction - INFO - Epoch [115][580/3757] lr: 1.000e-03, eta: 1 day, 16:16:12, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6477, top5_acc: 0.8477, loss_cls: 1.4638, loss: 2.4775, grad_norm: 10.0687 2021-07-08 09:08:36,967 - mmaction - INFO - Epoch [115][600/3757] lr: 1.000e-03, eta: 1 day, 16:15:51, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6742, top5_acc: 0.8461, loss_cls: 1.4321, loss: 2.4258, grad_norm: 9.9163 2021-07-08 09:08:58,133 - mmaction - INFO - Epoch [115][620/3757] lr: 1.000e-03, eta: 1 day, 16:15:29, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6445, top5_acc: 0.8266, loss_cls: 1.5065, loss: 2.5126, grad_norm: 10.1931 2021-07-08 09:09:19,382 - mmaction - INFO - Epoch [115][640/3757] lr: 1.000e-03, eta: 1 day, 16:15:08, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9799, top1_acc: 0.6680, top5_acc: 0.8391, loss_cls: 1.4110, loss: 2.3909, grad_norm: 10.2784 2021-07-08 09:09:40,727 - mmaction - INFO - Epoch [115][660/3757] lr: 1.000e-03, eta: 1 day, 16:14:46, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9599, top1_acc: 0.6945, top5_acc: 0.8609, loss_cls: 1.3218, loss: 2.2816, grad_norm: 9.9392 2021-07-08 09:10:01,737 - mmaction - INFO - Epoch [115][680/3757] lr: 1.000e-03, eta: 1 day, 16:14:24, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9588, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.4035, loss: 2.3623, grad_norm: 9.9519 2021-07-08 09:10:23,128 - mmaction - INFO - Epoch [115][700/3757] lr: 1.000e-03, eta: 1 day, 16:14:03, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4303, loss: 2.4272, grad_norm: 10.4238 2021-07-08 09:10:44,101 - mmaction - INFO - Epoch [115][720/3757] lr: 1.000e-03, eta: 1 day, 16:13:41, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0043, top1_acc: 0.6656, top5_acc: 0.8398, loss_cls: 1.4288, loss: 2.4331, grad_norm: 10.1010 2021-07-08 09:11:05,752 - mmaction - INFO - Epoch [115][740/3757] lr: 1.000e-03, eta: 1 day, 16:13:20, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.0273, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.5085, loss: 2.5358, grad_norm: 10.2888 2021-07-08 09:11:27,011 - mmaction - INFO - Epoch [115][760/3757] lr: 1.000e-03, eta: 1 day, 16:12:58, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0298, top1_acc: 0.6477, top5_acc: 0.8375, loss_cls: 1.5221, loss: 2.5519, grad_norm: 10.2113 2021-07-08 09:11:48,006 - mmaction - INFO - Epoch [115][780/3757] lr: 1.000e-03, eta: 1 day, 16:12:36, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0026, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4484, loss: 2.4510, grad_norm: 10.0928 2021-07-08 09:12:08,946 - mmaction - INFO - Epoch [115][800/3757] lr: 1.000e-03, eta: 1 day, 16:12:15, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9881, top1_acc: 0.6531, top5_acc: 0.8516, loss_cls: 1.4068, loss: 2.3950, grad_norm: 10.2044 2021-07-08 09:12:30,187 - mmaction - INFO - Epoch [115][820/3757] lr: 1.000e-03, eta: 1 day, 16:11:53, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4271, loss: 2.4584, grad_norm: 10.3132 2021-07-08 09:12:51,063 - mmaction - INFO - Epoch [115][840/3757] lr: 1.000e-03, eta: 1 day, 16:11:31, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 0.9700, top1_acc: 0.6625, top5_acc: 0.8578, loss_cls: 1.3745, loss: 2.3446, grad_norm: 10.1704 2021-07-08 09:13:12,552 - mmaction - INFO - Epoch [115][860/3757] lr: 1.000e-03, eta: 1 day, 16:11:10, time: 1.076, data_time: 0.020, memory: 6921, loss_aux: 0.9654, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3629, loss: 2.3282, grad_norm: 10.3360 2021-07-08 09:13:33,664 - mmaction - INFO - Epoch [115][880/3757] lr: 1.000e-03, eta: 1 day, 16:10:48, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6766, top5_acc: 0.8391, loss_cls: 1.4030, loss: 2.4042, grad_norm: 10.1334 2021-07-08 09:13:54,901 - mmaction - INFO - Epoch [115][900/3757] lr: 1.000e-03, eta: 1 day, 16:10:26, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9615, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4000, loss: 2.3614, grad_norm: 10.2165 2021-07-08 09:14:15,941 - mmaction - INFO - Epoch [115][920/3757] lr: 1.000e-03, eta: 1 day, 16:10:05, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9715, top1_acc: 0.6742, top5_acc: 0.8398, loss_cls: 1.3804, loss: 2.3519, grad_norm: 9.9333 2021-07-08 09:14:37,037 - mmaction - INFO - Epoch [115][940/3757] lr: 1.000e-03, eta: 1 day, 16:09:43, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.4297, loss: 2.4436, grad_norm: 10.2193 2021-07-08 09:14:58,082 - mmaction - INFO - Epoch [115][960/3757] lr: 1.000e-03, eta: 1 day, 16:09:21, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0286, top1_acc: 0.6375, top5_acc: 0.8258, loss_cls: 1.5209, loss: 2.5495, grad_norm: 10.3902 2021-07-08 09:15:19,349 - mmaction - INFO - Epoch [115][980/3757] lr: 1.000e-03, eta: 1 day, 16:09:00, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0236, top1_acc: 0.6375, top5_acc: 0.8281, loss_cls: 1.5197, loss: 2.5432, grad_norm: 10.5746 2021-07-08 09:15:40,453 - mmaction - INFO - Epoch [115][1000/3757] lr: 1.000e-03, eta: 1 day, 16:08:38, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0445, top1_acc: 0.6461, top5_acc: 0.8242, loss_cls: 1.5444, loss: 2.5888, grad_norm: 10.4589 2021-07-08 09:16:02,013 - mmaction - INFO - Epoch [115][1020/3757] lr: 1.000e-03, eta: 1 day, 16:08:17, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9466, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.3851, loss: 2.3316, grad_norm: 10.1019 2021-07-08 09:16:23,078 - mmaction - INFO - Epoch [115][1040/3757] lr: 1.000e-03, eta: 1 day, 16:07:55, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6570, top5_acc: 0.8313, loss_cls: 1.4818, loss: 2.4972, grad_norm: 10.2626 2021-07-08 09:16:44,204 - mmaction - INFO - Epoch [115][1060/3757] lr: 1.000e-03, eta: 1 day, 16:07:33, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9536, top1_acc: 0.6703, top5_acc: 0.8477, loss_cls: 1.3899, loss: 2.3435, grad_norm: 9.8784 2021-07-08 09:17:05,349 - mmaction - INFO - Epoch [115][1080/3757] lr: 1.000e-03, eta: 1 day, 16:07:12, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9825, top1_acc: 0.6578, top5_acc: 0.8422, loss_cls: 1.4153, loss: 2.3978, grad_norm: 10.0564 2021-07-08 09:17:26,455 - mmaction - INFO - Epoch [115][1100/3757] lr: 1.000e-03, eta: 1 day, 16:06:50, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9270, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3357, loss: 2.2626, grad_norm: 9.9634 2021-07-08 09:17:47,863 - mmaction - INFO - Epoch [115][1120/3757] lr: 1.000e-03, eta: 1 day, 16:06:28, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 0.9461, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.3558, loss: 2.3018, grad_norm: 10.0064 2021-07-08 09:18:08,776 - mmaction - INFO - Epoch [115][1140/3757] lr: 1.000e-03, eta: 1 day, 16:06:07, time: 1.043, data_time: 0.001, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4421, loss: 2.4313, grad_norm: 10.3734 2021-07-08 09:18:31,273 - mmaction - INFO - Epoch [115][1160/3757] lr: 1.000e-03, eta: 1 day, 16:05:45, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4037, loss: 2.3665, grad_norm: 10.0526 2021-07-08 09:18:52,195 - mmaction - INFO - Epoch [115][1180/3757] lr: 1.000e-03, eta: 1 day, 16:05:24, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.4139, loss: 2.3974, grad_norm: 10.1596 2021-07-08 09:19:13,578 - mmaction - INFO - Epoch [115][1200/3757] lr: 1.000e-03, eta: 1 day, 16:05:02, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4590, loss: 2.4458, grad_norm: 10.2174 2021-07-08 09:19:34,702 - mmaction - INFO - Epoch [115][1220/3757] lr: 1.000e-03, eta: 1 day, 16:04:40, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9574, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3992, loss: 2.3566, grad_norm: 9.9716 2021-07-08 09:19:55,700 - mmaction - INFO - Epoch [115][1240/3757] lr: 1.000e-03, eta: 1 day, 16:04:19, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0206, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5218, loss: 2.5424, grad_norm: 10.5018 2021-07-08 09:20:16,688 - mmaction - INFO - Epoch [115][1260/3757] lr: 1.000e-03, eta: 1 day, 16:03:57, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0163, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4489, loss: 2.4652, grad_norm: 10.2825 2021-07-08 09:20:37,658 - mmaction - INFO - Epoch [115][1280/3757] lr: 1.000e-03, eta: 1 day, 16:03:35, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0017, top1_acc: 0.6758, top5_acc: 0.8453, loss_cls: 1.4086, loss: 2.4103, grad_norm: 10.1454 2021-07-08 09:20:58,962 - mmaction - INFO - Epoch [115][1300/3757] lr: 1.000e-03, eta: 1 day, 16:03:14, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0412, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.5180, loss: 2.5592, grad_norm: 10.5838 2021-07-08 09:21:20,165 - mmaction - INFO - Epoch [115][1320/3757] lr: 1.000e-03, eta: 1 day, 16:02:52, time: 1.061, data_time: 0.013, memory: 6921, loss_aux: 0.9984, top1_acc: 0.6648, top5_acc: 0.8430, loss_cls: 1.4000, loss: 2.3985, grad_norm: 9.9968 2021-07-08 09:21:41,977 - mmaction - INFO - Epoch [115][1340/3757] lr: 1.000e-03, eta: 1 day, 16:02:31, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 0.9662, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4229, loss: 2.3891, grad_norm: 10.3239 2021-07-08 09:22:03,557 - mmaction - INFO - Epoch [115][1360/3757] lr: 1.000e-03, eta: 1 day, 16:02:09, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.0133, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4583, loss: 2.4716, grad_norm: 10.1570 2021-07-08 09:22:24,744 - mmaction - INFO - Epoch [115][1380/3757] lr: 1.000e-03, eta: 1 day, 16:01:47, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.4650, loss: 2.4679, grad_norm: 10.1173 2021-07-08 09:22:46,025 - mmaction - INFO - Epoch [115][1400/3757] lr: 1.000e-03, eta: 1 day, 16:01:26, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9792, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3990, loss: 2.3782, grad_norm: 10.0075 2021-07-08 09:23:07,010 - mmaction - INFO - Epoch [115][1420/3757] lr: 1.000e-03, eta: 1 day, 16:01:04, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0090, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.4824, loss: 2.4914, grad_norm: 10.4818 2021-07-08 09:23:28,029 - mmaction - INFO - Epoch [115][1440/3757] lr: 1.000e-03, eta: 1 day, 16:00:42, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9566, top1_acc: 0.6711, top5_acc: 0.8508, loss_cls: 1.3548, loss: 2.3114, grad_norm: 9.6906 2021-07-08 09:23:49,076 - mmaction - INFO - Epoch [115][1460/3757] lr: 1.000e-03, eta: 1 day, 16:00:21, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4052, loss: 2.4067, grad_norm: 9.8411 2021-07-08 09:24:11,316 - mmaction - INFO - Epoch [115][1480/3757] lr: 1.000e-03, eta: 1 day, 15:59:59, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 0.9951, top1_acc: 0.6516, top5_acc: 0.8328, loss_cls: 1.4587, loss: 2.4538, grad_norm: 10.3387 2021-07-08 09:24:32,321 - mmaction - INFO - Epoch [115][1500/3757] lr: 1.000e-03, eta: 1 day, 15:59:38, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0380, top1_acc: 0.6383, top5_acc: 0.8320, loss_cls: 1.5004, loss: 2.5385, grad_norm: 10.5149 2021-07-08 09:24:53,455 - mmaction - INFO - Epoch [115][1520/3757] lr: 1.000e-03, eta: 1 day, 15:59:16, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9946, top1_acc: 0.6516, top5_acc: 0.8461, loss_cls: 1.4543, loss: 2.4489, grad_norm: 10.3317 2021-07-08 09:25:14,712 - mmaction - INFO - Epoch [115][1540/3757] lr: 1.000e-03, eta: 1 day, 15:58:55, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9952, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4225, loss: 2.4177, grad_norm: 10.2518 2021-07-08 09:25:35,945 - mmaction - INFO - Epoch [115][1560/3757] lr: 1.000e-03, eta: 1 day, 15:58:33, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0138, top1_acc: 0.6531, top5_acc: 0.8523, loss_cls: 1.4579, loss: 2.4717, grad_norm: 10.2809 2021-07-08 09:25:57,099 - mmaction - INFO - Epoch [115][1580/3757] lr: 1.000e-03, eta: 1 day, 15:58:11, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.3834, loss: 2.3512, grad_norm: 9.6583 2021-07-08 09:26:19,146 - mmaction - INFO - Epoch [115][1600/3757] lr: 1.000e-03, eta: 1 day, 15:57:50, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 0.9656, top1_acc: 0.6867, top5_acc: 0.8469, loss_cls: 1.3727, loss: 2.3382, grad_norm: 9.9591 2021-07-08 09:26:40,369 - mmaction - INFO - Epoch [115][1620/3757] lr: 1.000e-03, eta: 1 day, 15:57:28, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0465, top1_acc: 0.6320, top5_acc: 0.8195, loss_cls: 1.5689, loss: 2.6155, grad_norm: 10.6316 2021-07-08 09:27:01,408 - mmaction - INFO - Epoch [115][1640/3757] lr: 1.000e-03, eta: 1 day, 15:57:07, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6680, top5_acc: 0.8531, loss_cls: 1.3804, loss: 2.3552, grad_norm: 10.2694 2021-07-08 09:27:22,488 - mmaction - INFO - Epoch [115][1660/3757] lr: 1.000e-03, eta: 1 day, 15:56:45, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0242, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.5140, loss: 2.5383, grad_norm: 10.5419 2021-07-08 09:27:43,621 - mmaction - INFO - Epoch [115][1680/3757] lr: 1.000e-03, eta: 1 day, 15:56:23, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0101, top1_acc: 0.6281, top5_acc: 0.8227, loss_cls: 1.5213, loss: 2.5314, grad_norm: 10.5266 2021-07-08 09:28:04,852 - mmaction - INFO - Epoch [115][1700/3757] lr: 1.000e-03, eta: 1 day, 15:56:02, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9977, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.4177, loss: 2.4155, grad_norm: 10.3421 2021-07-08 09:28:26,053 - mmaction - INFO - Epoch [115][1720/3757] lr: 1.000e-03, eta: 1 day, 15:55:40, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6633, top5_acc: 0.8367, loss_cls: 1.4374, loss: 2.4319, grad_norm: 10.2010 2021-07-08 09:28:47,116 - mmaction - INFO - Epoch [115][1740/3757] lr: 1.000e-03, eta: 1 day, 15:55:18, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0567, top1_acc: 0.6430, top5_acc: 0.8281, loss_cls: 1.5386, loss: 2.5954, grad_norm: 10.5884 2021-07-08 09:29:08,439 - mmaction - INFO - Epoch [115][1760/3757] lr: 1.000e-03, eta: 1 day, 15:54:57, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6633, top5_acc: 0.8523, loss_cls: 1.4024, loss: 2.3835, grad_norm: 10.0892 2021-07-08 09:29:29,562 - mmaction - INFO - Epoch [115][1780/3757] lr: 1.000e-03, eta: 1 day, 15:54:35, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6422, top5_acc: 0.8445, loss_cls: 1.4453, loss: 2.4584, grad_norm: 10.5213 2021-07-08 09:29:50,621 - mmaction - INFO - Epoch [115][1800/3757] lr: 1.000e-03, eta: 1 day, 15:54:13, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0466, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4567, loss: 2.5033, grad_norm: 10.2574 2021-07-08 09:30:11,796 - mmaction - INFO - Epoch [115][1820/3757] lr: 1.000e-03, eta: 1 day, 15:53:52, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9762, top1_acc: 0.6797, top5_acc: 0.8367, loss_cls: 1.4436, loss: 2.4198, grad_norm: 10.1381 2021-07-08 09:30:32,771 - mmaction - INFO - Epoch [115][1840/3757] lr: 1.000e-03, eta: 1 day, 15:53:30, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9575, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3684, loss: 2.3259, grad_norm: 10.2211 2021-07-08 09:30:55,073 - mmaction - INFO - Epoch [115][1860/3757] lr: 1.000e-03, eta: 1 day, 15:53:09, time: 1.116, data_time: 0.056, memory: 6921, loss_aux: 0.9923, top1_acc: 0.6586, top5_acc: 0.8328, loss_cls: 1.4763, loss: 2.4687, grad_norm: 10.5175 2021-07-08 09:31:17,103 - mmaction - INFO - Epoch [115][1880/3757] lr: 1.000e-03, eta: 1 day, 15:52:47, time: 1.101, data_time: 0.058, memory: 6921, loss_aux: 1.0216, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4985, loss: 2.5201, grad_norm: 10.3807 2021-07-08 09:31:38,264 - mmaction - INFO - Epoch [115][1900/3757] lr: 1.000e-03, eta: 1 day, 15:52:26, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6687, top5_acc: 0.8445, loss_cls: 1.4128, loss: 2.3872, grad_norm: 10.0597 2021-07-08 09:31:59,349 - mmaction - INFO - Epoch [115][1920/3757] lr: 1.000e-03, eta: 1 day, 15:52:04, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9545, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.3830, loss: 2.3375, grad_norm: 9.9473 2021-07-08 09:32:20,617 - mmaction - INFO - Epoch [115][1940/3757] lr: 1.000e-03, eta: 1 day, 15:51:42, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.3924, loss: 2.3645, grad_norm: 10.2386 2021-07-08 09:32:41,669 - mmaction - INFO - Epoch [115][1960/3757] lr: 1.000e-03, eta: 1 day, 15:51:21, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.4281, loss: 2.4373, grad_norm: 10.3880 2021-07-08 09:33:02,854 - mmaction - INFO - Epoch [115][1980/3757] lr: 1.000e-03, eta: 1 day, 15:50:59, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0430, top1_acc: 0.6211, top5_acc: 0.8383, loss_cls: 1.5535, loss: 2.5965, grad_norm: 10.2630 2021-07-08 09:33:24,371 - mmaction - INFO - Epoch [115][2000/3757] lr: 1.000e-03, eta: 1 day, 15:50:38, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4543, loss: 2.4799, grad_norm: 10.2844 2021-07-08 09:33:46,117 - mmaction - INFO - Epoch [115][2020/3757] lr: 1.000e-03, eta: 1 day, 15:50:16, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4454, loss: 2.4340, grad_norm: 10.1147 2021-07-08 09:34:07,077 - mmaction - INFO - Epoch [115][2040/3757] lr: 1.000e-03, eta: 1 day, 15:49:54, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4535, loss: 2.4349, grad_norm: 10.2899 2021-07-08 09:34:28,368 - mmaction - INFO - Epoch [115][2060/3757] lr: 1.000e-03, eta: 1 day, 15:49:33, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4572, loss: 2.4535, grad_norm: 10.2907 2021-07-08 09:34:50,151 - mmaction - INFO - Epoch [115][2080/3757] lr: 1.000e-03, eta: 1 day, 15:49:11, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.0315, top1_acc: 0.6312, top5_acc: 0.8430, loss_cls: 1.5099, loss: 2.5414, grad_norm: 10.3623 2021-07-08 09:35:11,179 - mmaction - INFO - Epoch [115][2100/3757] lr: 1.000e-03, eta: 1 day, 15:48:50, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0022, top1_acc: 0.6633, top5_acc: 0.8352, loss_cls: 1.4538, loss: 2.4561, grad_norm: 10.0266 2021-07-08 09:35:32,357 - mmaction - INFO - Epoch [115][2120/3757] lr: 1.000e-03, eta: 1 day, 15:48:28, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9949, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.4137, loss: 2.4086, grad_norm: 9.6985 2021-07-08 09:35:54,092 - mmaction - INFO - Epoch [115][2140/3757] lr: 1.000e-03, eta: 1 day, 15:48:07, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 1.0349, top1_acc: 0.6609, top5_acc: 0.8352, loss_cls: 1.5050, loss: 2.5399, grad_norm: 10.4295 2021-07-08 09:36:15,047 - mmaction - INFO - Epoch [115][2160/3757] lr: 1.000e-03, eta: 1 day, 15:47:45, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9823, top1_acc: 0.6578, top5_acc: 0.8266, loss_cls: 1.4132, loss: 2.3956, grad_norm: 9.8399 2021-07-08 09:36:36,248 - mmaction - INFO - Epoch [115][2180/3757] lr: 1.000e-03, eta: 1 day, 15:47:23, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3780, loss: 2.3670, grad_norm: 10.0743 2021-07-08 09:36:57,994 - mmaction - INFO - Epoch [115][2200/3757] lr: 1.000e-03, eta: 1 day, 15:47:02, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6766, top5_acc: 0.8422, loss_cls: 1.4026, loss: 2.3698, grad_norm: 10.0156 2021-07-08 09:37:18,868 - mmaction - INFO - Epoch [115][2220/3757] lr: 1.000e-03, eta: 1 day, 15:46:40, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9904, top1_acc: 0.6516, top5_acc: 0.8422, loss_cls: 1.4409, loss: 2.4313, grad_norm: 10.3670 2021-07-08 09:37:39,969 - mmaction - INFO - Epoch [115][2240/3757] lr: 1.000e-03, eta: 1 day, 15:46:18, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9950, top1_acc: 0.6484, top5_acc: 0.8445, loss_cls: 1.4494, loss: 2.4444, grad_norm: 10.1265 2021-07-08 09:38:01,189 - mmaction - INFO - Epoch [115][2260/3757] lr: 1.000e-03, eta: 1 day, 15:45:57, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0440, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.5223, loss: 2.5663, grad_norm: 10.5817 2021-07-08 09:38:22,456 - mmaction - INFO - Epoch [115][2280/3757] lr: 1.000e-03, eta: 1 day, 15:45:35, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6422, top5_acc: 0.8461, loss_cls: 1.4616, loss: 2.4765, grad_norm: 10.2189 2021-07-08 09:38:43,574 - mmaction - INFO - Epoch [115][2300/3757] lr: 1.000e-03, eta: 1 day, 15:45:14, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0257, top1_acc: 0.6570, top5_acc: 0.8391, loss_cls: 1.4924, loss: 2.5181, grad_norm: 10.4096 2021-07-08 09:39:04,531 - mmaction - INFO - Epoch [115][2320/3757] lr: 1.000e-03, eta: 1 day, 15:44:52, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0210, top1_acc: 0.6516, top5_acc: 0.8266, loss_cls: 1.4750, loss: 2.4960, grad_norm: 10.5121 2021-07-08 09:39:25,887 - mmaction - INFO - Epoch [115][2340/3757] lr: 1.000e-03, eta: 1 day, 15:44:30, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0679, top1_acc: 0.6273, top5_acc: 0.8258, loss_cls: 1.5492, loss: 2.6171, grad_norm: 10.4858 2021-07-08 09:39:47,008 - mmaction - INFO - Epoch [115][2360/3757] lr: 1.000e-03, eta: 1 day, 15:44:09, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9844, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3996, loss: 2.3840, grad_norm: 10.1767 2021-07-08 09:40:08,043 - mmaction - INFO - Epoch [115][2380/3757] lr: 1.000e-03, eta: 1 day, 15:43:47, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0035, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3944, loss: 2.3979, grad_norm: 10.4298 2021-07-08 09:40:29,290 - mmaction - INFO - Epoch [115][2400/3757] lr: 1.000e-03, eta: 1 day, 15:43:25, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6773, top5_acc: 0.8477, loss_cls: 1.4124, loss: 2.3944, grad_norm: 10.4598 2021-07-08 09:40:50,949 - mmaction - INFO - Epoch [115][2420/3757] lr: 1.000e-03, eta: 1 day, 15:43:04, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4263, loss: 2.4399, grad_norm: 10.5009 2021-07-08 09:41:12,191 - mmaction - INFO - Epoch [115][2440/3757] lr: 1.000e-03, eta: 1 day, 15:42:42, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.3894, loss: 2.3722, grad_norm: 10.1567 2021-07-08 09:41:33,455 - mmaction - INFO - Epoch [115][2460/3757] lr: 1.000e-03, eta: 1 day, 15:42:21, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4659, loss: 2.5018, grad_norm: 10.1637 2021-07-08 09:41:54,493 - mmaction - INFO - Epoch [115][2480/3757] lr: 1.000e-03, eta: 1 day, 15:41:59, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.5054, loss: 2.5326, grad_norm: 10.4197 2021-07-08 09:42:15,792 - mmaction - INFO - Epoch [115][2500/3757] lr: 1.000e-03, eta: 1 day, 15:41:37, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9768, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4151, loss: 2.3919, grad_norm: 10.2094 2021-07-08 09:42:38,463 - mmaction - INFO - Epoch [115][2520/3757] lr: 1.000e-03, eta: 1 day, 15:41:16, time: 1.135, data_time: 0.005, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4401, loss: 2.4203, grad_norm: 9.8716 2021-07-08 09:42:59,456 - mmaction - INFO - Epoch [115][2540/3757] lr: 1.000e-03, eta: 1 day, 15:40:54, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9704, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3759, loss: 2.3463, grad_norm: 10.0881 2021-07-08 09:43:20,889 - mmaction - INFO - Epoch [115][2560/3757] lr: 1.000e-03, eta: 1 day, 15:40:33, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3984, loss: 2.3820, grad_norm: 9.9998 2021-07-08 09:43:41,950 - mmaction - INFO - Epoch [115][2580/3757] lr: 1.000e-03, eta: 1 day, 15:40:11, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0184, top1_acc: 0.6461, top5_acc: 0.8258, loss_cls: 1.4745, loss: 2.4929, grad_norm: 10.2164 2021-07-08 09:44:02,957 - mmaction - INFO - Epoch [115][2600/3757] lr: 1.000e-03, eta: 1 day, 15:39:50, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0410, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.4858, loss: 2.5268, grad_norm: 10.2266 2021-07-08 09:44:24,104 - mmaction - INFO - Epoch [115][2620/3757] lr: 1.000e-03, eta: 1 day, 15:39:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9795, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.3922, loss: 2.3718, grad_norm: 10.1913 2021-07-08 09:44:46,290 - mmaction - INFO - Epoch [115][2640/3757] lr: 1.000e-03, eta: 1 day, 15:39:07, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 0.9665, top1_acc: 0.6648, top5_acc: 0.8648, loss_cls: 1.3532, loss: 2.3197, grad_norm: 9.9718 2021-07-08 09:45:07,358 - mmaction - INFO - Epoch [115][2660/3757] lr: 1.000e-03, eta: 1 day, 15:38:45, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9659, top1_acc: 0.6617, top5_acc: 0.8406, loss_cls: 1.4208, loss: 2.3867, grad_norm: 10.1648 2021-07-08 09:45:28,651 - mmaction - INFO - Epoch [115][2680/3757] lr: 1.000e-03, eta: 1 day, 15:38:23, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4309, loss: 2.4305, grad_norm: 10.0567 2021-07-08 09:45:49,716 - mmaction - INFO - Epoch [115][2700/3757] lr: 1.000e-03, eta: 1 day, 15:38:02, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0190, top1_acc: 0.6469, top5_acc: 0.8305, loss_cls: 1.5005, loss: 2.5195, grad_norm: 10.2579 2021-07-08 09:46:10,918 - mmaction - INFO - Epoch [115][2720/3757] lr: 1.000e-03, eta: 1 day, 15:37:40, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0068, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4587, loss: 2.4655, grad_norm: 10.3469 2021-07-08 09:46:32,537 - mmaction - INFO - Epoch [115][2740/3757] lr: 1.000e-03, eta: 1 day, 15:37:19, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3346, loss: 2.3003, grad_norm: 9.7616 2021-07-08 09:46:54,263 - mmaction - INFO - Epoch [115][2760/3757] lr: 1.000e-03, eta: 1 day, 15:36:57, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9968, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.4506, loss: 2.4474, grad_norm: 10.4882 2021-07-08 09:47:15,236 - mmaction - INFO - Epoch [115][2780/3757] lr: 1.000e-03, eta: 1 day, 15:36:35, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9300, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2950, loss: 2.2250, grad_norm: 9.6653 2021-07-08 09:47:36,635 - mmaction - INFO - Epoch [115][2800/3757] lr: 1.000e-03, eta: 1 day, 15:36:14, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 0.9960, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.4184, loss: 2.4144, grad_norm: 10.0220 2021-07-08 09:47:58,243 - mmaction - INFO - Epoch [115][2820/3757] lr: 1.000e-03, eta: 1 day, 15:35:52, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 1.0337, top1_acc: 0.6531, top5_acc: 0.8313, loss_cls: 1.4992, loss: 2.5330, grad_norm: 10.2056 2021-07-08 09:48:19,468 - mmaction - INFO - Epoch [115][2840/3757] lr: 1.000e-03, eta: 1 day, 15:35:31, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3957, loss: 2.3645, grad_norm: 10.1883 2021-07-08 09:48:40,556 - mmaction - INFO - Epoch [115][2860/3757] lr: 1.000e-03, eta: 1 day, 15:35:09, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0342, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4528, loss: 2.4869, grad_norm: 10.4938 2021-07-08 09:49:01,698 - mmaction - INFO - Epoch [115][2880/3757] lr: 1.000e-03, eta: 1 day, 15:34:47, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6789, top5_acc: 0.8477, loss_cls: 1.3911, loss: 2.3607, grad_norm: 10.1724 2021-07-08 09:49:22,741 - mmaction - INFO - Epoch [115][2900/3757] lr: 1.000e-03, eta: 1 day, 15:34:26, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0215, top1_acc: 0.6453, top5_acc: 0.8391, loss_cls: 1.5038, loss: 2.5253, grad_norm: 10.4037 2021-07-08 09:49:44,488 - mmaction - INFO - Epoch [115][2920/3757] lr: 1.000e-03, eta: 1 day, 15:34:04, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 0.9582, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3937, loss: 2.3519, grad_norm: 9.9333 2021-07-08 09:50:05,610 - mmaction - INFO - Epoch [115][2940/3757] lr: 1.000e-03, eta: 1 day, 15:33:43, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0387, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.5143, loss: 2.5530, grad_norm: 10.7941 2021-07-08 09:50:26,748 - mmaction - INFO - Epoch [115][2960/3757] lr: 1.000e-03, eta: 1 day, 15:33:21, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0991, top1_acc: 0.6320, top5_acc: 0.8266, loss_cls: 1.5924, loss: 2.6915, grad_norm: 10.7641 2021-07-08 09:50:48,181 - mmaction - INFO - Epoch [115][2980/3757] lr: 1.000e-03, eta: 1 day, 15:32:59, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 0.9525, top1_acc: 0.6734, top5_acc: 0.8508, loss_cls: 1.3679, loss: 2.3203, grad_norm: 10.1843 2021-07-08 09:51:09,049 - mmaction - INFO - Epoch [115][3000/3757] lr: 1.000e-03, eta: 1 day, 15:32:38, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.0041, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.4136, loss: 2.4177, grad_norm: 10.3319 2021-07-08 09:51:30,340 - mmaction - INFO - Epoch [115][3020/3757] lr: 1.000e-03, eta: 1 day, 15:32:16, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6500, top5_acc: 0.8500, loss_cls: 1.4574, loss: 2.4438, grad_norm: 10.3098 2021-07-08 09:51:51,585 - mmaction - INFO - Epoch [115][3040/3757] lr: 1.000e-03, eta: 1 day, 15:31:54, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6500, top5_acc: 0.8453, loss_cls: 1.4464, loss: 2.4467, grad_norm: 10.5065 2021-07-08 09:52:12,948 - mmaction - INFO - Epoch [115][3060/3757] lr: 1.000e-03, eta: 1 day, 15:31:33, time: 1.066, data_time: 0.025, memory: 6921, loss_aux: 0.9728, top1_acc: 0.6695, top5_acc: 0.8500, loss_cls: 1.3958, loss: 2.3686, grad_norm: 10.5304 2021-07-08 09:52:34,178 - mmaction - INFO - Epoch [115][3080/3757] lr: 1.000e-03, eta: 1 day, 15:31:11, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6758, top5_acc: 0.8445, loss_cls: 1.4306, loss: 2.4193, grad_norm: 10.1558 2021-07-08 09:52:55,333 - mmaction - INFO - Epoch [115][3100/3757] lr: 1.000e-03, eta: 1 day, 15:30:50, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0000, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4310, loss: 2.4310, grad_norm: 10.2969 2021-07-08 09:53:16,740 - mmaction - INFO - Epoch [115][3120/3757] lr: 1.000e-03, eta: 1 day, 15:30:28, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0209, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.3921, loss: 2.4130, grad_norm: 10.0257 2021-07-08 09:53:37,957 - mmaction - INFO - Epoch [115][3140/3757] lr: 1.000e-03, eta: 1 day, 15:30:06, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0082, top1_acc: 0.6516, top5_acc: 0.8359, loss_cls: 1.4589, loss: 2.4671, grad_norm: 10.5249 2021-07-08 09:53:58,927 - mmaction - INFO - Epoch [115][3160/3757] lr: 1.000e-03, eta: 1 day, 15:29:45, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 0.9439, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.3676, loss: 2.3115, grad_norm: 9.8353 2021-07-08 09:54:20,189 - mmaction - INFO - Epoch [115][3180/3757] lr: 1.000e-03, eta: 1 day, 15:29:23, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9568, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3954, loss: 2.3522, grad_norm: 9.9868 2021-07-08 09:54:41,956 - mmaction - INFO - Epoch [115][3200/3757] lr: 1.000e-03, eta: 1 day, 15:29:02, time: 1.087, data_time: 0.040, memory: 6921, loss_aux: 0.9965, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.4042, loss: 2.4007, grad_norm: 10.1229 2021-07-08 09:55:03,133 - mmaction - INFO - Epoch [115][3220/3757] lr: 1.000e-03, eta: 1 day, 15:28:40, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0172, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.5255, loss: 2.5427, grad_norm: 10.7020 2021-07-08 09:55:24,218 - mmaction - INFO - Epoch [115][3240/3757] lr: 1.000e-03, eta: 1 day, 15:28:18, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 0.9832, top1_acc: 0.6508, top5_acc: 0.8313, loss_cls: 1.4530, loss: 2.4361, grad_norm: 10.2320 2021-07-08 09:55:46,000 - mmaction - INFO - Epoch [115][3260/3757] lr: 1.000e-03, eta: 1 day, 15:27:57, time: 1.091, data_time: 0.016, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6703, top5_acc: 0.8367, loss_cls: 1.4621, loss: 2.4484, grad_norm: 10.1775 2021-07-08 09:56:07,774 - mmaction - INFO - Epoch [115][3280/3757] lr: 1.000e-03, eta: 1 day, 15:27:35, time: 1.087, data_time: 0.048, memory: 6921, loss_aux: 1.0039, top1_acc: 0.6547, top5_acc: 0.8258, loss_cls: 1.4977, loss: 2.5015, grad_norm: 10.4942 2021-07-08 09:56:30,040 - mmaction - INFO - Epoch [115][3300/3757] lr: 1.000e-03, eta: 1 day, 15:27:14, time: 1.115, data_time: 0.061, memory: 6921, loss_aux: 0.9986, top1_acc: 0.6539, top5_acc: 0.8555, loss_cls: 1.4320, loss: 2.4306, grad_norm: 9.9947 2021-07-08 09:56:51,387 - mmaction - INFO - Epoch [115][3320/3757] lr: 1.000e-03, eta: 1 day, 15:26:52, time: 1.065, data_time: 0.040, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4470, loss: 2.4596, grad_norm: 10.0263 2021-07-08 09:57:12,431 - mmaction - INFO - Epoch [115][3340/3757] lr: 1.000e-03, eta: 1 day, 15:26:31, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9983, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.4236, loss: 2.4218, grad_norm: 10.1919 2021-07-08 09:57:33,767 - mmaction - INFO - Epoch [115][3360/3757] lr: 1.000e-03, eta: 1 day, 15:26:09, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.0102, top1_acc: 0.6680, top5_acc: 0.8352, loss_cls: 1.4624, loss: 2.4726, grad_norm: 10.1822 2021-07-08 09:57:54,994 - mmaction - INFO - Epoch [115][3380/3757] lr: 1.000e-03, eta: 1 day, 15:25:48, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0086, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4324, loss: 2.4410, grad_norm: 10.3355 2021-07-08 09:58:16,373 - mmaction - INFO - Epoch [115][3400/3757] lr: 1.000e-03, eta: 1 day, 15:25:26, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9985, top1_acc: 0.6602, top5_acc: 0.8320, loss_cls: 1.4581, loss: 2.4567, grad_norm: 10.4395 2021-07-08 09:58:37,287 - mmaction - INFO - Epoch [115][3420/3757] lr: 1.000e-03, eta: 1 day, 15:25:04, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0122, top1_acc: 0.6539, top5_acc: 0.8258, loss_cls: 1.4989, loss: 2.5111, grad_norm: 10.5025 2021-07-08 09:58:59,434 - mmaction - INFO - Epoch [115][3440/3757] lr: 1.000e-03, eta: 1 day, 15:24:43, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3664, loss: 2.3352, grad_norm: 10.2730 2021-07-08 09:59:20,789 - mmaction - INFO - Epoch [115][3460/3757] lr: 1.000e-03, eta: 1 day, 15:24:21, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0074, top1_acc: 0.6398, top5_acc: 0.8430, loss_cls: 1.4790, loss: 2.4863, grad_norm: 10.3931 2021-07-08 09:59:41,626 - mmaction - INFO - Epoch [115][3480/3757] lr: 1.000e-03, eta: 1 day, 15:24:00, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 1.0370, top1_acc: 0.6383, top5_acc: 0.8219, loss_cls: 1.5258, loss: 2.5628, grad_norm: 10.5483 2021-07-08 10:00:02,744 - mmaction - INFO - Epoch [115][3500/3757] lr: 1.000e-03, eta: 1 day, 15:23:38, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0216, top1_acc: 0.6422, top5_acc: 0.8234, loss_cls: 1.4927, loss: 2.5143, grad_norm: 10.1260 2021-07-08 10:00:24,120 - mmaction - INFO - Epoch [115][3520/3757] lr: 1.000e-03, eta: 1 day, 15:23:16, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4476, loss: 2.4387, grad_norm: 10.0829 2021-07-08 10:00:45,942 - mmaction - INFO - Epoch [115][3540/3757] lr: 1.000e-03, eta: 1 day, 15:22:55, time: 1.091, data_time: 0.001, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6492, top5_acc: 0.8289, loss_cls: 1.4884, loss: 2.5066, grad_norm: 10.2615 2021-07-08 10:01:07,183 - mmaction - INFO - Epoch [115][3560/3757] lr: 1.000e-03, eta: 1 day, 15:22:33, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0143, top1_acc: 0.6602, top5_acc: 0.8398, loss_cls: 1.4156, loss: 2.4299, grad_norm: 10.1483 2021-07-08 10:01:28,258 - mmaction - INFO - Epoch [115][3580/3757] lr: 1.000e-03, eta: 1 day, 15:22:12, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4517, loss: 2.4596, grad_norm: 10.3117 2021-07-08 10:01:49,443 - mmaction - INFO - Epoch [115][3600/3757] lr: 1.000e-03, eta: 1 day, 15:21:50, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4752, loss: 2.5017, grad_norm: 10.6057 2021-07-08 10:02:10,713 - mmaction - INFO - Epoch [115][3620/3757] lr: 1.000e-03, eta: 1 day, 15:21:28, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9801, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4121, loss: 2.3922, grad_norm: 10.4184 2021-07-08 10:02:31,668 - mmaction - INFO - Epoch [115][3640/3757] lr: 1.000e-03, eta: 1 day, 15:21:07, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0568, top1_acc: 0.6312, top5_acc: 0.8203, loss_cls: 1.5419, loss: 2.5987, grad_norm: 10.5932 2021-07-08 10:02:52,887 - mmaction - INFO - Epoch [115][3660/3757] lr: 1.000e-03, eta: 1 day, 15:20:45, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.4407, loss: 2.4242, grad_norm: 10.1279 2021-07-08 10:03:14,199 - mmaction - INFO - Epoch [115][3680/3757] lr: 1.000e-03, eta: 1 day, 15:20:24, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9540, top1_acc: 0.6773, top5_acc: 0.8492, loss_cls: 1.3691, loss: 2.3231, grad_norm: 10.0420 2021-07-08 10:03:35,914 - mmaction - INFO - Epoch [115][3700/3757] lr: 1.000e-03, eta: 1 day, 15:20:02, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 0.9754, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4236, loss: 2.3990, grad_norm: 10.3778 2021-07-08 10:03:57,159 - mmaction - INFO - Epoch [115][3720/3757] lr: 1.000e-03, eta: 1 day, 15:19:40, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0334, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4605, loss: 2.4939, grad_norm: 10.2075 2021-07-08 10:04:18,333 - mmaction - INFO - Epoch [115][3740/3757] lr: 1.000e-03, eta: 1 day, 15:19:19, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9981, top1_acc: 0.6508, top5_acc: 0.8344, loss_cls: 1.4651, loss: 2.4632, grad_norm: 10.3454 2021-07-08 10:04:36,915 - mmaction - INFO - Saving checkpoint at 115 epochs 2021-07-08 10:09:27,176 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 10:09:28,001 - mmaction - INFO - top1_acc 0.6941 top5_acc 0.8823 2021-07-08 10:09:28,001 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 10:09:28,030 - mmaction - INFO - mean_acc 0.6940 2021-07-08 10:09:28,036 - mmaction - INFO - Epoch(val) [115][310] top1_acc: 0.6941, top5_acc: 0.8823, mean_class_accuracy: 0.6940 2021-07-08 10:10:29,261 - mmaction - INFO - Epoch [116][20/3757] lr: 1.000e-03, eta: 1 day, 15:18:46, time: 3.059, data_time: 2.030, memory: 6921, loss_aux: 0.9786, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.4337, loss: 2.4123, grad_norm: 10.0098 2021-07-08 10:10:50,436 - mmaction - INFO - Epoch [116][40/3757] lr: 1.000e-03, eta: 1 day, 15:18:24, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3587, loss: 2.3377, grad_norm: 9.9918 2021-07-08 10:11:11,409 - mmaction - INFO - Epoch [116][60/3757] lr: 1.000e-03, eta: 1 day, 15:18:02, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0382, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5252, loss: 2.5635, grad_norm: 10.7084 2021-07-08 10:11:32,408 - mmaction - INFO - Epoch [116][80/3757] lr: 1.000e-03, eta: 1 day, 15:17:40, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9706, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4049, loss: 2.3755, grad_norm: 10.4820 2021-07-08 10:11:53,542 - mmaction - INFO - Epoch [116][100/3757] lr: 1.000e-03, eta: 1 day, 15:17:19, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9707, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4223, loss: 2.3930, grad_norm: 10.3926 2021-07-08 10:12:15,491 - mmaction - INFO - Epoch [116][120/3757] lr: 1.000e-03, eta: 1 day, 15:16:57, time: 1.098, data_time: 0.044, memory: 6921, loss_aux: 1.0597, top1_acc: 0.6398, top5_acc: 0.8297, loss_cls: 1.5189, loss: 2.5785, grad_norm: 10.3265 2021-07-08 10:12:36,614 - mmaction - INFO - Epoch [116][140/3757] lr: 1.000e-03, eta: 1 day, 15:16:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9652, top1_acc: 0.6797, top5_acc: 0.8422, loss_cls: 1.4066, loss: 2.3718, grad_norm: 10.0493 2021-07-08 10:12:57,611 - mmaction - INFO - Epoch [116][160/3757] lr: 1.000e-03, eta: 1 day, 15:16:14, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9539, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.3970, loss: 2.3509, grad_norm: 10.3375 2021-07-08 10:13:18,435 - mmaction - INFO - Epoch [116][180/3757] lr: 1.000e-03, eta: 1 day, 15:15:52, time: 1.041, data_time: 0.001, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6422, top5_acc: 0.8359, loss_cls: 1.5145, loss: 2.5347, grad_norm: 10.5799 2021-07-08 10:13:39,713 - mmaction - INFO - Epoch [116][200/3757] lr: 1.000e-03, eta: 1 day, 15:15:31, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0083, top1_acc: 0.6539, top5_acc: 0.8453, loss_cls: 1.4305, loss: 2.4388, grad_norm: 10.2278 2021-07-08 10:14:01,333 - mmaction - INFO - Epoch [116][220/3757] lr: 1.000e-03, eta: 1 day, 15:15:09, time: 1.082, data_time: 0.006, memory: 6921, loss_aux: 0.9870, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4546, loss: 2.4416, grad_norm: 10.3319 2021-07-08 10:14:22,252 - mmaction - INFO - Epoch [116][240/3757] lr: 1.000e-03, eta: 1 day, 15:14:48, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6711, top5_acc: 0.8383, loss_cls: 1.4244, loss: 2.4155, grad_norm: 10.1993 2021-07-08 10:14:43,242 - mmaction - INFO - Epoch [116][260/3757] lr: 1.000e-03, eta: 1 day, 15:14:26, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9781, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3506, loss: 2.3287, grad_norm: 10.1692 2021-07-08 10:15:04,483 - mmaction - INFO - Epoch [116][280/3757] lr: 1.000e-03, eta: 1 day, 15:14:04, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9766, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.4039, loss: 2.3805, grad_norm: 10.0953 2021-07-08 10:15:25,446 - mmaction - INFO - Epoch [116][300/3757] lr: 1.000e-03, eta: 1 day, 15:13:43, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3952, loss: 2.3780, grad_norm: 10.2426 2021-07-08 10:15:46,656 - mmaction - INFO - Epoch [116][320/3757] lr: 1.000e-03, eta: 1 day, 15:13:21, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6742, top5_acc: 0.8414, loss_cls: 1.3512, loss: 2.3541, grad_norm: 9.9829 2021-07-08 10:16:07,905 - mmaction - INFO - Epoch [116][340/3757] lr: 1.000e-03, eta: 1 day, 15:12:59, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9659, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3708, loss: 2.3366, grad_norm: 10.2208 2021-07-08 10:16:29,202 - mmaction - INFO - Epoch [116][360/3757] lr: 1.000e-03, eta: 1 day, 15:12:38, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9479, top1_acc: 0.6719, top5_acc: 0.8570, loss_cls: 1.3256, loss: 2.2736, grad_norm: 10.1002 2021-07-08 10:16:50,398 - mmaction - INFO - Epoch [116][380/3757] lr: 1.000e-03, eta: 1 day, 15:12:16, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4395, loss: 2.4289, grad_norm: 10.7736 2021-07-08 10:17:11,495 - mmaction - INFO - Epoch [116][400/3757] lr: 1.000e-03, eta: 1 day, 15:11:54, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9260, top1_acc: 0.6977, top5_acc: 0.8531, loss_cls: 1.3069, loss: 2.2329, grad_norm: 9.8797 2021-07-08 10:17:32,712 - mmaction - INFO - Epoch [116][420/3757] lr: 1.000e-03, eta: 1 day, 15:11:33, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.3976, loss: 2.3779, grad_norm: 10.2549 2021-07-08 10:17:54,643 - mmaction - INFO - Epoch [116][440/3757] lr: 1.000e-03, eta: 1 day, 15:11:11, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 0.9518, top1_acc: 0.6898, top5_acc: 0.8539, loss_cls: 1.3157, loss: 2.2676, grad_norm: 9.6609 2021-07-08 10:18:15,782 - mmaction - INFO - Epoch [116][460/3757] lr: 1.000e-03, eta: 1 day, 15:10:50, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0735, top1_acc: 0.6234, top5_acc: 0.8234, loss_cls: 1.5837, loss: 2.6572, grad_norm: 10.6401 2021-07-08 10:18:37,071 - mmaction - INFO - Epoch [116][480/3757] lr: 1.000e-03, eta: 1 day, 15:10:28, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4072, loss: 2.3918, grad_norm: 10.4326 2021-07-08 10:18:58,273 - mmaction - INFO - Epoch [116][500/3757] lr: 1.000e-03, eta: 1 day, 15:10:06, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3772, loss: 2.3600, grad_norm: 10.2622 2021-07-08 10:19:19,925 - mmaction - INFO - Epoch [116][520/3757] lr: 1.000e-03, eta: 1 day, 15:09:45, time: 1.082, data_time: 0.001, memory: 6921, loss_aux: 1.0369, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.5223, loss: 2.5593, grad_norm: 10.3185 2021-07-08 10:19:41,174 - mmaction - INFO - Epoch [116][540/3757] lr: 1.000e-03, eta: 1 day, 15:09:23, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6555, top5_acc: 0.8492, loss_cls: 1.4377, loss: 2.4372, grad_norm: 10.3950 2021-07-08 10:20:02,286 - mmaction - INFO - Epoch [116][560/3757] lr: 1.000e-03, eta: 1 day, 15:09:02, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9961, top1_acc: 0.6633, top5_acc: 0.8406, loss_cls: 1.3812, loss: 2.3773, grad_norm: 10.2350 2021-07-08 10:20:23,375 - mmaction - INFO - Epoch [116][580/3757] lr: 1.000e-03, eta: 1 day, 15:08:40, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6672, top5_acc: 0.8391, loss_cls: 1.4101, loss: 2.4090, grad_norm: 10.1813 2021-07-08 10:20:44,537 - mmaction - INFO - Epoch [116][600/3757] lr: 1.000e-03, eta: 1 day, 15:08:18, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0203, top1_acc: 0.6500, top5_acc: 0.8266, loss_cls: 1.5237, loss: 2.5440, grad_norm: 10.4414 2021-07-08 10:21:05,883 - mmaction - INFO - Epoch [116][620/3757] lr: 1.000e-03, eta: 1 day, 15:07:57, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9349, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3191, loss: 2.2540, grad_norm: 9.6827 2021-07-08 10:21:26,805 - mmaction - INFO - Epoch [116][640/3757] lr: 1.000e-03, eta: 1 day, 15:07:35, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.4210, loss: 2.4139, grad_norm: 10.2217 2021-07-08 10:21:48,284 - mmaction - INFO - Epoch [116][660/3757] lr: 1.000e-03, eta: 1 day, 15:07:14, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.0726, top1_acc: 0.6375, top5_acc: 0.8172, loss_cls: 1.5309, loss: 2.6035, grad_norm: 10.5504 2021-07-08 10:22:09,494 - mmaction - INFO - Epoch [116][680/3757] lr: 1.000e-03, eta: 1 day, 15:06:52, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0320, top1_acc: 0.6547, top5_acc: 0.8359, loss_cls: 1.4804, loss: 2.5124, grad_norm: 10.0428 2021-07-08 10:22:30,981 - mmaction - INFO - Epoch [116][700/3757] lr: 1.000e-03, eta: 1 day, 15:06:30, time: 1.073, data_time: 0.037, memory: 6921, loss_aux: 0.9972, top1_acc: 0.6594, top5_acc: 0.8367, loss_cls: 1.4339, loss: 2.4311, grad_norm: 10.1170 2021-07-08 10:22:52,420 - mmaction - INFO - Epoch [116][720/3757] lr: 1.000e-03, eta: 1 day, 15:06:09, time: 1.074, data_time: 0.020, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4212, loss: 2.4096, grad_norm: 10.1574 2021-07-08 10:23:13,565 - mmaction - INFO - Epoch [116][740/3757] lr: 1.000e-03, eta: 1 day, 15:05:47, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0133, top1_acc: 0.6477, top5_acc: 0.8320, loss_cls: 1.4918, loss: 2.5051, grad_norm: 10.4089 2021-07-08 10:23:34,842 - mmaction - INFO - Epoch [116][760/3757] lr: 1.000e-03, eta: 1 day, 15:05:26, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9891, top1_acc: 0.6641, top5_acc: 0.8406, loss_cls: 1.4363, loss: 2.4254, grad_norm: 10.1075 2021-07-08 10:23:55,992 - mmaction - INFO - Epoch [116][780/3757] lr: 1.000e-03, eta: 1 day, 15:05:04, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4565, loss: 2.4920, grad_norm: 10.4067 2021-07-08 10:24:17,265 - mmaction - INFO - Epoch [116][800/3757] lr: 1.000e-03, eta: 1 day, 15:04:42, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0162, top1_acc: 0.6484, top5_acc: 0.8414, loss_cls: 1.4564, loss: 2.4727, grad_norm: 10.1977 2021-07-08 10:24:39,450 - mmaction - INFO - Epoch [116][820/3757] lr: 1.000e-03, eta: 1 day, 15:04:21, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6914, top5_acc: 0.8594, loss_cls: 1.3322, loss: 2.2994, grad_norm: 10.1436 2021-07-08 10:25:00,427 - mmaction - INFO - Epoch [116][840/3757] lr: 1.000e-03, eta: 1 day, 15:03:59, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0022, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4332, loss: 2.4354, grad_norm: 10.6202 2021-07-08 10:25:21,671 - mmaction - INFO - Epoch [116][860/3757] lr: 1.000e-03, eta: 1 day, 15:03:38, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9976, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4885, loss: 2.4861, grad_norm: 10.6433 2021-07-08 10:25:42,763 - mmaction - INFO - Epoch [116][880/3757] lr: 1.000e-03, eta: 1 day, 15:03:16, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9460, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3623, loss: 2.3083, grad_norm: 10.1277 2021-07-08 10:26:03,740 - mmaction - INFO - Epoch [116][900/3757] lr: 1.000e-03, eta: 1 day, 15:02:54, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0056, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.4692, loss: 2.4748, grad_norm: 10.3000 2021-07-08 10:26:24,842 - mmaction - INFO - Epoch [116][920/3757] lr: 1.000e-03, eta: 1 day, 15:02:33, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6508, top5_acc: 0.8328, loss_cls: 1.4791, loss: 2.5115, grad_norm: 10.2510 2021-07-08 10:26:45,892 - mmaction - INFO - Epoch [116][940/3757] lr: 1.000e-03, eta: 1 day, 15:02:11, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9649, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4011, loss: 2.3660, grad_norm: 10.2921 2021-07-08 10:27:07,028 - mmaction - INFO - Epoch [116][960/3757] lr: 1.000e-03, eta: 1 day, 15:01:49, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 0.9438, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.3499, loss: 2.2937, grad_norm: 10.0771 2021-07-08 10:27:28,358 - mmaction - INFO - Epoch [116][980/3757] lr: 1.000e-03, eta: 1 day, 15:01:28, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.3858, loss: 2.3601, grad_norm: 10.2375 2021-07-08 10:27:49,736 - mmaction - INFO - Epoch [116][1000/3757] lr: 1.000e-03, eta: 1 day, 15:01:06, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9523, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3462, loss: 2.2985, grad_norm: 9.6879 2021-07-08 10:28:11,782 - mmaction - INFO - Epoch [116][1020/3757] lr: 1.000e-03, eta: 1 day, 15:00:45, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 0.9965, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.4478, loss: 2.4443, grad_norm: 10.1240 2021-07-08 10:28:32,958 - mmaction - INFO - Epoch [116][1040/3757] lr: 1.000e-03, eta: 1 day, 15:00:23, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9829, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4071, loss: 2.3900, grad_norm: 10.2225 2021-07-08 10:28:53,981 - mmaction - INFO - Epoch [116][1060/3757] lr: 1.000e-03, eta: 1 day, 15:00:02, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9637, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3456, loss: 2.3093, grad_norm: 9.5515 2021-07-08 10:29:15,027 - mmaction - INFO - Epoch [116][1080/3757] lr: 1.000e-03, eta: 1 day, 14:59:40, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9791, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.4014, loss: 2.3806, grad_norm: 10.2637 2021-07-08 10:29:36,315 - mmaction - INFO - Epoch [116][1100/3757] lr: 1.000e-03, eta: 1 day, 14:59:18, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9648, top1_acc: 0.6813, top5_acc: 0.8445, loss_cls: 1.3828, loss: 2.3476, grad_norm: 10.2029 2021-07-08 10:29:57,433 - mmaction - INFO - Epoch [116][1120/3757] lr: 1.000e-03, eta: 1 day, 14:58:57, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6664, top5_acc: 0.8367, loss_cls: 1.4511, loss: 2.4405, grad_norm: 10.1223 2021-07-08 10:30:18,699 - mmaction - INFO - Epoch [116][1140/3757] lr: 1.000e-03, eta: 1 day, 14:58:35, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9757, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4131, loss: 2.3888, grad_norm: 10.1779 2021-07-08 10:30:40,149 - mmaction - INFO - Epoch [116][1160/3757] lr: 1.000e-03, eta: 1 day, 14:58:13, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9559, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.3526, loss: 2.3085, grad_norm: 9.9754 2021-07-08 10:31:02,397 - mmaction - INFO - Epoch [116][1180/3757] lr: 1.000e-03, eta: 1 day, 14:57:52, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 0.9851, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3603, loss: 2.3454, grad_norm: 10.3071 2021-07-08 10:31:23,446 - mmaction - INFO - Epoch [116][1200/3757] lr: 1.000e-03, eta: 1 day, 14:57:30, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6648, top5_acc: 0.8391, loss_cls: 1.4198, loss: 2.4151, grad_norm: 10.5587 2021-07-08 10:31:44,509 - mmaction - INFO - Epoch [116][1220/3757] lr: 1.000e-03, eta: 1 day, 14:57:09, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0311, top1_acc: 0.6555, top5_acc: 0.8406, loss_cls: 1.4941, loss: 2.5252, grad_norm: 10.5405 2021-07-08 10:32:06,717 - mmaction - INFO - Epoch [116][1240/3757] lr: 1.000e-03, eta: 1 day, 14:56:47, time: 1.109, data_time: 0.070, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6406, top5_acc: 0.8430, loss_cls: 1.4681, loss: 2.4575, grad_norm: 10.6275 2021-07-08 10:32:27,698 - mmaction - INFO - Epoch [116][1260/3757] lr: 1.000e-03, eta: 1 day, 14:56:26, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0381, top1_acc: 0.6430, top5_acc: 0.8273, loss_cls: 1.5090, loss: 2.5471, grad_norm: 10.5216 2021-07-08 10:32:48,856 - mmaction - INFO - Epoch [116][1280/3757] lr: 1.000e-03, eta: 1 day, 14:56:04, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4075, loss: 2.4117, grad_norm: 10.1561 2021-07-08 10:33:09,972 - mmaction - INFO - Epoch [116][1300/3757] lr: 1.000e-03, eta: 1 day, 14:55:42, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3585, loss: 2.3548, grad_norm: 10.2926 2021-07-08 10:33:30,975 - mmaction - INFO - Epoch [116][1320/3757] lr: 1.000e-03, eta: 1 day, 14:55:21, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0201, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.4198, loss: 2.4398, grad_norm: 10.6915 2021-07-08 10:33:52,466 - mmaction - INFO - Epoch [116][1340/3757] lr: 1.000e-03, eta: 1 day, 14:54:59, time: 1.074, data_time: 0.025, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.4040, loss: 2.3814, grad_norm: 10.1869 2021-07-08 10:34:14,126 - mmaction - INFO - Epoch [116][1360/3757] lr: 1.000e-03, eta: 1 day, 14:54:38, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0107, top1_acc: 0.6430, top5_acc: 0.8328, loss_cls: 1.4754, loss: 2.4861, grad_norm: 10.0368 2021-07-08 10:34:35,293 - mmaction - INFO - Epoch [116][1380/3757] lr: 1.000e-03, eta: 1 day, 14:54:16, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4781, loss: 2.4832, grad_norm: 10.3865 2021-07-08 10:34:56,318 - mmaction - INFO - Epoch [116][1400/3757] lr: 1.000e-03, eta: 1 day, 14:53:54, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6539, top5_acc: 0.8352, loss_cls: 1.4585, loss: 2.4586, grad_norm: 10.3131 2021-07-08 10:35:18,237 - mmaction - INFO - Epoch [116][1420/3757] lr: 1.000e-03, eta: 1 day, 14:53:33, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.0225, top1_acc: 0.6570, top5_acc: 0.8234, loss_cls: 1.4836, loss: 2.5061, grad_norm: 10.5904 2021-07-08 10:35:39,342 - mmaction - INFO - Epoch [116][1440/3757] lr: 1.000e-03, eta: 1 day, 14:53:11, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9928, top1_acc: 0.6438, top5_acc: 0.8359, loss_cls: 1.4522, loss: 2.4450, grad_norm: 10.1919 2021-07-08 10:36:00,484 - mmaction - INFO - Epoch [116][1460/3757] lr: 1.000e-03, eta: 1 day, 14:52:50, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0552, top1_acc: 0.6406, top5_acc: 0.8336, loss_cls: 1.5497, loss: 2.6050, grad_norm: 10.4768 2021-07-08 10:36:22,383 - mmaction - INFO - Epoch [116][1480/3757] lr: 1.000e-03, eta: 1 day, 14:52:28, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6602, top5_acc: 0.8359, loss_cls: 1.4487, loss: 2.4767, grad_norm: 10.3706 2021-07-08 10:36:43,403 - mmaction - INFO - Epoch [116][1500/3757] lr: 1.000e-03, eta: 1 day, 14:52:07, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4631, loss: 2.4767, grad_norm: 10.3102 2021-07-08 10:37:04,565 - mmaction - INFO - Epoch [116][1520/3757] lr: 1.000e-03, eta: 1 day, 14:51:45, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0092, top1_acc: 0.6625, top5_acc: 0.8422, loss_cls: 1.4457, loss: 2.4549, grad_norm: 10.5198 2021-07-08 10:37:25,779 - mmaction - INFO - Epoch [116][1540/3757] lr: 1.000e-03, eta: 1 day, 14:51:23, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9766, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3844, loss: 2.3610, grad_norm: 10.0586 2021-07-08 10:37:46,823 - mmaction - INFO - Epoch [116][1560/3757] lr: 1.000e-03, eta: 1 day, 14:51:02, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9867, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3823, loss: 2.3690, grad_norm: 10.1208 2021-07-08 10:38:08,028 - mmaction - INFO - Epoch [116][1580/3757] lr: 1.000e-03, eta: 1 day, 14:50:40, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9643, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.3850, loss: 2.3493, grad_norm: 9.9165 2021-07-08 10:38:29,322 - mmaction - INFO - Epoch [116][1600/3757] lr: 1.000e-03, eta: 1 day, 14:50:19, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6469, top5_acc: 0.8406, loss_cls: 1.4957, loss: 2.5222, grad_norm: 10.3556 2021-07-08 10:38:50,697 - mmaction - INFO - Epoch [116][1620/3757] lr: 1.000e-03, eta: 1 day, 14:49:57, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0097, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4877, loss: 2.4974, grad_norm: 10.1193 2021-07-08 10:39:12,282 - mmaction - INFO - Epoch [116][1640/3757] lr: 1.000e-03, eta: 1 day, 14:49:35, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 1.0216, top1_acc: 0.6672, top5_acc: 0.8313, loss_cls: 1.4728, loss: 2.4945, grad_norm: 10.1410 2021-07-08 10:39:33,283 - mmaction - INFO - Epoch [116][1660/3757] lr: 1.000e-03, eta: 1 day, 14:49:14, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9951, top1_acc: 0.6586, top5_acc: 0.8438, loss_cls: 1.4663, loss: 2.4615, grad_norm: 10.1145 2021-07-08 10:39:54,511 - mmaction - INFO - Epoch [116][1680/3757] lr: 1.000e-03, eta: 1 day, 14:48:52, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0038, top1_acc: 0.6547, top5_acc: 0.8508, loss_cls: 1.4171, loss: 2.4209, grad_norm: 10.0972 2021-07-08 10:40:15,787 - mmaction - INFO - Epoch [116][1700/3757] lr: 1.000e-03, eta: 1 day, 14:48:30, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0000, top1_acc: 0.6695, top5_acc: 0.8398, loss_cls: 1.4437, loss: 2.4437, grad_norm: 10.0969 2021-07-08 10:40:36,808 - mmaction - INFO - Epoch [116][1720/3757] lr: 1.000e-03, eta: 1 day, 14:48:09, time: 1.053, data_time: 0.009, memory: 6921, loss_aux: 0.9902, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4469, loss: 2.4371, grad_norm: 10.1753 2021-07-08 10:40:58,450 - mmaction - INFO - Epoch [116][1740/3757] lr: 1.000e-03, eta: 1 day, 14:47:47, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6680, top5_acc: 0.8383, loss_cls: 1.4347, loss: 2.4140, grad_norm: 10.5464 2021-07-08 10:41:19,545 - mmaction - INFO - Epoch [116][1760/3757] lr: 1.000e-03, eta: 1 day, 14:47:26, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9873, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4496, loss: 2.4369, grad_norm: 10.1935 2021-07-08 10:41:40,673 - mmaction - INFO - Epoch [116][1780/3757] lr: 1.000e-03, eta: 1 day, 14:47:04, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4081, loss: 2.3917, grad_norm: 10.0135 2021-07-08 10:42:01,917 - mmaction - INFO - Epoch [116][1800/3757] lr: 1.000e-03, eta: 1 day, 14:46:42, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4544, loss: 2.4287, grad_norm: 10.2416 2021-07-08 10:42:23,033 - mmaction - INFO - Epoch [116][1820/3757] lr: 1.000e-03, eta: 1 day, 14:46:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0352, top1_acc: 0.6445, top5_acc: 0.8266, loss_cls: 1.5186, loss: 2.5538, grad_norm: 10.4706 2021-07-08 10:42:44,229 - mmaction - INFO - Epoch [116][1840/3757] lr: 1.000e-03, eta: 1 day, 14:45:59, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9907, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4730, loss: 2.4637, grad_norm: 10.2470 2021-07-08 10:43:05,484 - mmaction - INFO - Epoch [116][1860/3757] lr: 1.000e-03, eta: 1 day, 14:45:38, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0123, top1_acc: 0.6523, top5_acc: 0.8414, loss_cls: 1.4508, loss: 2.4631, grad_norm: 10.3296 2021-07-08 10:43:26,640 - mmaction - INFO - Epoch [116][1880/3757] lr: 1.000e-03, eta: 1 day, 14:45:16, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6500, top5_acc: 0.8398, loss_cls: 1.4720, loss: 2.4781, grad_norm: 10.3434 2021-07-08 10:43:47,990 - mmaction - INFO - Epoch [116][1900/3757] lr: 1.000e-03, eta: 1 day, 14:44:54, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9882, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.4095, loss: 2.3977, grad_norm: 10.1721 2021-07-08 10:44:09,076 - mmaction - INFO - Epoch [116][1920/3757] lr: 1.000e-03, eta: 1 day, 14:44:33, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9861, top1_acc: 0.6516, top5_acc: 0.8336, loss_cls: 1.4624, loss: 2.4485, grad_norm: 10.0686 2021-07-08 10:44:29,996 - mmaction - INFO - Epoch [116][1940/3757] lr: 1.000e-03, eta: 1 day, 14:44:11, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9925, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4414, loss: 2.4340, grad_norm: 10.5843 2021-07-08 10:44:51,288 - mmaction - INFO - Epoch [116][1960/3757] lr: 1.000e-03, eta: 1 day, 14:43:49, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6539, top5_acc: 0.8172, loss_cls: 1.5146, loss: 2.5476, grad_norm: 10.6004 2021-07-08 10:45:12,957 - mmaction - INFO - Epoch [116][1980/3757] lr: 1.000e-03, eta: 1 day, 14:43:28, time: 1.082, data_time: 0.024, memory: 6921, loss_aux: 0.9817, top1_acc: 0.6641, top5_acc: 0.8477, loss_cls: 1.4186, loss: 2.4003, grad_norm: 10.2205 2021-07-08 10:45:34,959 - mmaction - INFO - Epoch [116][2000/3757] lr: 1.000e-03, eta: 1 day, 14:43:06, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4805, loss: 2.4718, grad_norm: 10.3699 2021-07-08 10:45:55,689 - mmaction - INFO - Epoch [116][2020/3757] lr: 1.000e-03, eta: 1 day, 14:42:45, time: 1.037, data_time: 0.002, memory: 6921, loss_aux: 0.9547, top1_acc: 0.6352, top5_acc: 0.8555, loss_cls: 1.4048, loss: 2.3595, grad_norm: 10.3161 2021-07-08 10:46:17,024 - mmaction - INFO - Epoch [116][2040/3757] lr: 1.000e-03, eta: 1 day, 14:42:23, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9798, top1_acc: 0.6617, top5_acc: 0.8430, loss_cls: 1.3942, loss: 2.3739, grad_norm: 10.4062 2021-07-08 10:46:38,159 - mmaction - INFO - Epoch [116][2060/3757] lr: 1.000e-03, eta: 1 day, 14:42:01, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0024, top1_acc: 0.6711, top5_acc: 0.8391, loss_cls: 1.4293, loss: 2.4316, grad_norm: 10.3129 2021-07-08 10:46:59,206 - mmaction - INFO - Epoch [116][2080/3757] lr: 1.000e-03, eta: 1 day, 14:41:40, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0441, top1_acc: 0.6281, top5_acc: 0.8258, loss_cls: 1.5561, loss: 2.6002, grad_norm: 10.7517 2021-07-08 10:47:20,310 - mmaction - INFO - Epoch [116][2100/3757] lr: 1.000e-03, eta: 1 day, 14:41:18, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6469, top5_acc: 0.8344, loss_cls: 1.4788, loss: 2.4752, grad_norm: 10.1627 2021-07-08 10:47:41,544 - mmaction - INFO - Epoch [116][2120/3757] lr: 1.000e-03, eta: 1 day, 14:40:57, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9749, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3895, loss: 2.3644, grad_norm: 10.3076 2021-07-08 10:48:02,674 - mmaction - INFO - Epoch [116][2140/3757] lr: 1.000e-03, eta: 1 day, 14:40:35, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6516, top5_acc: 0.8602, loss_cls: 1.3877, loss: 2.3624, grad_norm: 10.4615 2021-07-08 10:48:23,842 - mmaction - INFO - Epoch [116][2160/3757] lr: 1.000e-03, eta: 1 day, 14:40:13, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4081, loss: 2.3988, grad_norm: 10.6199 2021-07-08 10:48:44,979 - mmaction - INFO - Epoch [116][2180/3757] lr: 1.000e-03, eta: 1 day, 14:39:52, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4413, loss: 2.4512, grad_norm: 10.5579 2021-07-08 10:49:06,882 - mmaction - INFO - Epoch [116][2200/3757] lr: 1.000e-03, eta: 1 day, 14:39:30, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4666, loss: 2.4641, grad_norm: 10.3321 2021-07-08 10:49:27,850 - mmaction - INFO - Epoch [116][2220/3757] lr: 1.000e-03, eta: 1 day, 14:39:09, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9798, top1_acc: 0.6781, top5_acc: 0.8484, loss_cls: 1.3937, loss: 2.3735, grad_norm: 10.1882 2021-07-08 10:49:49,023 - mmaction - INFO - Epoch [116][2240/3757] lr: 1.000e-03, eta: 1 day, 14:38:47, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9903, top1_acc: 0.6648, top5_acc: 0.8406, loss_cls: 1.4205, loss: 2.4108, grad_norm: 10.0441 2021-07-08 10:50:10,159 - mmaction - INFO - Epoch [116][2260/3757] lr: 1.000e-03, eta: 1 day, 14:38:25, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9792, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4340, loss: 2.4132, grad_norm: 10.2141 2021-07-08 10:50:31,358 - mmaction - INFO - Epoch [116][2280/3757] lr: 1.000e-03, eta: 1 day, 14:38:04, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4208, loss: 2.4011, grad_norm: 10.3456 2021-07-08 10:50:52,639 - mmaction - INFO - Epoch [116][2300/3757] lr: 1.000e-03, eta: 1 day, 14:37:42, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9429, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3677, loss: 2.3107, grad_norm: 9.9346 2021-07-08 10:51:14,069 - mmaction - INFO - Epoch [116][2320/3757] lr: 1.000e-03, eta: 1 day, 14:37:20, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 0.9936, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4128, loss: 2.4064, grad_norm: 10.4884 2021-07-08 10:51:35,309 - mmaction - INFO - Epoch [116][2340/3757] lr: 1.000e-03, eta: 1 day, 14:36:59, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0052, top1_acc: 0.6492, top5_acc: 0.8273, loss_cls: 1.5294, loss: 2.5346, grad_norm: 10.8814 2021-07-08 10:51:56,444 - mmaction - INFO - Epoch [116][2360/3757] lr: 1.000e-03, eta: 1 day, 14:36:37, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0038, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.4388, loss: 2.4426, grad_norm: 10.1908 2021-07-08 10:52:17,916 - mmaction - INFO - Epoch [116][2380/3757] lr: 1.000e-03, eta: 1 day, 14:36:16, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0336, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4914, loss: 2.5250, grad_norm: 10.0238 2021-07-08 10:52:39,617 - mmaction - INFO - Epoch [116][2400/3757] lr: 1.000e-03, eta: 1 day, 14:35:54, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 1.0200, top1_acc: 0.6547, top5_acc: 0.8313, loss_cls: 1.4801, loss: 2.5001, grad_norm: 10.4273 2021-07-08 10:53:01,058 - mmaction - INFO - Epoch [116][2420/3757] lr: 1.000e-03, eta: 1 day, 14:35:33, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9933, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.4129, loss: 2.4062, grad_norm: 10.4961 2021-07-08 10:53:22,124 - mmaction - INFO - Epoch [116][2440/3757] lr: 1.000e-03, eta: 1 day, 14:35:11, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9782, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.4183, loss: 2.3965, grad_norm: 10.3477 2021-07-08 10:53:43,254 - mmaction - INFO - Epoch [116][2460/3757] lr: 1.000e-03, eta: 1 day, 14:34:49, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6625, top5_acc: 0.8414, loss_cls: 1.4234, loss: 2.4171, grad_norm: 10.1205 2021-07-08 10:54:04,501 - mmaction - INFO - Epoch [116][2480/3757] lr: 1.000e-03, eta: 1 day, 14:34:28, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6750, top5_acc: 0.8328, loss_cls: 1.4265, loss: 2.4370, grad_norm: 10.1548 2021-07-08 10:54:25,737 - mmaction - INFO - Epoch [116][2500/3757] lr: 1.000e-03, eta: 1 day, 14:34:06, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4309, loss: 2.4347, grad_norm: 10.4063 2021-07-08 10:54:46,933 - mmaction - INFO - Epoch [116][2520/3757] lr: 1.000e-03, eta: 1 day, 14:33:44, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4451, loss: 2.4589, grad_norm: 10.1941 2021-07-08 10:55:08,164 - mmaction - INFO - Epoch [116][2540/3757] lr: 1.000e-03, eta: 1 day, 14:33:23, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6602, top5_acc: 0.8367, loss_cls: 1.4574, loss: 2.4474, grad_norm: 10.6413 2021-07-08 10:55:29,211 - mmaction - INFO - Epoch [116][2560/3757] lr: 1.000e-03, eta: 1 day, 14:33:01, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9924, top1_acc: 0.6586, top5_acc: 0.8352, loss_cls: 1.4436, loss: 2.4360, grad_norm: 10.3745 2021-07-08 10:55:50,924 - mmaction - INFO - Epoch [116][2580/3757] lr: 1.000e-03, eta: 1 day, 14:32:40, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.0282, top1_acc: 0.6492, top5_acc: 0.8320, loss_cls: 1.4974, loss: 2.5256, grad_norm: 10.3821 2021-07-08 10:56:12,013 - mmaction - INFO - Epoch [116][2600/3757] lr: 1.000e-03, eta: 1 day, 14:32:18, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9535, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.3648, loss: 2.3183, grad_norm: 9.9058 2021-07-08 10:56:33,237 - mmaction - INFO - Epoch [116][2620/3757] lr: 1.000e-03, eta: 1 day, 14:31:56, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9940, top1_acc: 0.6539, top5_acc: 0.8398, loss_cls: 1.4854, loss: 2.4794, grad_norm: 10.5763 2021-07-08 10:56:54,506 - mmaction - INFO - Epoch [116][2640/3757] lr: 1.000e-03, eta: 1 day, 14:31:35, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9827, top1_acc: 0.6687, top5_acc: 0.8594, loss_cls: 1.3912, loss: 2.3739, grad_norm: 10.1517 2021-07-08 10:57:15,602 - mmaction - INFO - Epoch [116][2660/3757] lr: 1.000e-03, eta: 1 day, 14:31:13, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6664, top5_acc: 0.8422, loss_cls: 1.4174, loss: 2.3995, grad_norm: 10.3486 2021-07-08 10:57:36,659 - mmaction - INFO - Epoch [116][2680/3757] lr: 1.000e-03, eta: 1 day, 14:30:51, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0339, top1_acc: 0.6305, top5_acc: 0.8336, loss_cls: 1.4917, loss: 2.5257, grad_norm: 10.3126 2021-07-08 10:57:57,722 - mmaction - INFO - Epoch [116][2700/3757] lr: 1.000e-03, eta: 1 day, 14:30:30, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6523, top5_acc: 0.8305, loss_cls: 1.5183, loss: 2.5234, grad_norm: 10.3979 2021-07-08 10:58:18,887 - mmaction - INFO - Epoch [116][2720/3757] lr: 1.000e-03, eta: 1 day, 14:30:08, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6562, top5_acc: 0.8461, loss_cls: 1.4354, loss: 2.4356, grad_norm: 10.1594 2021-07-08 10:58:39,878 - mmaction - INFO - Epoch [116][2740/3757] lr: 1.000e-03, eta: 1 day, 14:29:47, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4269, loss: 2.4082, grad_norm: 10.3906 2021-07-08 10:59:01,196 - mmaction - INFO - Epoch [116][2760/3757] lr: 1.000e-03, eta: 1 day, 14:29:25, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.0057, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.4771, loss: 2.4828, grad_norm: 10.5445 2021-07-08 10:59:23,537 - mmaction - INFO - Epoch [116][2780/3757] lr: 1.000e-03, eta: 1 day, 14:29:04, time: 1.116, data_time: 0.002, memory: 6921, loss_aux: 0.9505, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3743, loss: 2.3247, grad_norm: 9.7589 2021-07-08 10:59:44,634 - mmaction - INFO - Epoch [116][2800/3757] lr: 1.000e-03, eta: 1 day, 14:28:42, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4252, loss: 2.4115, grad_norm: 10.3053 2021-07-08 11:00:05,708 - mmaction - INFO - Epoch [116][2820/3757] lr: 1.000e-03, eta: 1 day, 14:28:20, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.4085, loss: 2.3898, grad_norm: 10.4368 2021-07-08 11:00:26,853 - mmaction - INFO - Epoch [116][2840/3757] lr: 1.000e-03, eta: 1 day, 14:27:59, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9870, top1_acc: 0.6273, top5_acc: 0.8438, loss_cls: 1.4891, loss: 2.4761, grad_norm: 10.4713 2021-07-08 11:00:48,387 - mmaction - INFO - Epoch [116][2860/3757] lr: 1.000e-03, eta: 1 day, 14:27:37, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.0250, top1_acc: 0.6508, top5_acc: 0.8336, loss_cls: 1.4824, loss: 2.5074, grad_norm: 10.3017 2021-07-08 11:01:09,802 - mmaction - INFO - Epoch [116][2880/3757] lr: 1.000e-03, eta: 1 day, 14:27:16, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4525, loss: 2.4346, grad_norm: 10.1945 2021-07-08 11:01:30,896 - mmaction - INFO - Epoch [116][2900/3757] lr: 1.000e-03, eta: 1 day, 14:26:54, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6602, top5_acc: 0.8281, loss_cls: 1.4794, loss: 2.4705, grad_norm: 10.1753 2021-07-08 11:01:51,948 - mmaction - INFO - Epoch [116][2920/3757] lr: 1.000e-03, eta: 1 day, 14:26:32, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9442, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3411, loss: 2.2853, grad_norm: 10.0013 2021-07-08 11:02:13,148 - mmaction - INFO - Epoch [116][2940/3757] lr: 1.000e-03, eta: 1 day, 14:26:11, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9998, top1_acc: 0.6578, top5_acc: 0.8352, loss_cls: 1.4574, loss: 2.4571, grad_norm: 10.1124 2021-07-08 11:02:34,275 - mmaction - INFO - Epoch [116][2960/3757] lr: 1.000e-03, eta: 1 day, 14:25:49, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6383, top5_acc: 0.8297, loss_cls: 1.5025, loss: 2.5296, grad_norm: 10.2572 2021-07-08 11:02:55,480 - mmaction - INFO - Epoch [116][2980/3757] lr: 1.000e-03, eta: 1 day, 14:25:27, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 0.9488, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3380, loss: 2.2868, grad_norm: 9.9456 2021-07-08 11:03:16,518 - mmaction - INFO - Epoch [116][3000/3757] lr: 1.000e-03, eta: 1 day, 14:25:06, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9960, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.4306, loss: 2.4267, grad_norm: 9.9504 2021-07-08 11:03:37,725 - mmaction - INFO - Epoch [116][3020/3757] lr: 1.000e-03, eta: 1 day, 14:24:44, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9382, top1_acc: 0.6914, top5_acc: 0.8555, loss_cls: 1.3519, loss: 2.2901, grad_norm: 10.0394 2021-07-08 11:03:58,859 - mmaction - INFO - Epoch [116][3040/3757] lr: 1.000e-03, eta: 1 day, 14:24:22, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0006, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4052, loss: 2.4058, grad_norm: 10.1532 2021-07-08 11:04:20,470 - mmaction - INFO - Epoch [116][3060/3757] lr: 1.000e-03, eta: 1 day, 14:24:01, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.3812, loss: 2.3757, grad_norm: 9.8572 2021-07-08 11:04:42,064 - mmaction - INFO - Epoch [116][3080/3757] lr: 1.000e-03, eta: 1 day, 14:23:39, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4438, loss: 2.4507, grad_norm: 10.7089 2021-07-08 11:05:03,317 - mmaction - INFO - Epoch [116][3100/3757] lr: 1.000e-03, eta: 1 day, 14:23:18, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6562, top5_acc: 0.8266, loss_cls: 1.4788, loss: 2.4914, grad_norm: 10.2301 2021-07-08 11:05:24,191 - mmaction - INFO - Epoch [116][3120/3757] lr: 1.000e-03, eta: 1 day, 14:22:56, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4361, loss: 2.4141, grad_norm: 10.2098 2021-07-08 11:05:45,486 - mmaction - INFO - Epoch [116][3140/3757] lr: 1.000e-03, eta: 1 day, 14:22:34, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0011, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4644, loss: 2.4655, grad_norm: 10.4666 2021-07-08 11:06:06,630 - mmaction - INFO - Epoch [116][3160/3757] lr: 1.000e-03, eta: 1 day, 14:22:13, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6375, top5_acc: 0.8320, loss_cls: 1.5205, loss: 2.5562, grad_norm: 10.3901 2021-07-08 11:06:27,724 - mmaction - INFO - Epoch [116][3180/3757] lr: 1.000e-03, eta: 1 day, 14:21:51, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0021, top1_acc: 0.6734, top5_acc: 0.8445, loss_cls: 1.4463, loss: 2.4483, grad_norm: 10.2036 2021-07-08 11:06:49,152 - mmaction - INFO - Epoch [116][3200/3757] lr: 1.000e-03, eta: 1 day, 14:21:30, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4424, loss: 2.4573, grad_norm: 10.2529 2021-07-08 11:07:10,411 - mmaction - INFO - Epoch [116][3220/3757] lr: 1.000e-03, eta: 1 day, 14:21:08, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6461, top5_acc: 0.8445, loss_cls: 1.4404, loss: 2.4296, grad_norm: 10.1723 2021-07-08 11:07:31,603 - mmaction - INFO - Epoch [116][3240/3757] lr: 1.000e-03, eta: 1 day, 14:20:46, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9675, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.3932, loss: 2.3607, grad_norm: 9.9889 2021-07-08 11:07:52,792 - mmaction - INFO - Epoch [116][3260/3757] lr: 1.000e-03, eta: 1 day, 14:20:25, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0073, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4317, loss: 2.4390, grad_norm: 10.2614 2021-07-08 11:08:13,750 - mmaction - INFO - Epoch [116][3280/3757] lr: 1.000e-03, eta: 1 day, 14:20:03, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9358, top1_acc: 0.6641, top5_acc: 0.8445, loss_cls: 1.3831, loss: 2.3189, grad_norm: 10.1292 2021-07-08 11:08:35,894 - mmaction - INFO - Epoch [116][3300/3757] lr: 1.000e-03, eta: 1 day, 14:19:42, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 0.9865, top1_acc: 0.6633, top5_acc: 0.8430, loss_cls: 1.4280, loss: 2.4145, grad_norm: 10.3941 2021-07-08 11:08:57,018 - mmaction - INFO - Epoch [116][3320/3757] lr: 1.000e-03, eta: 1 day, 14:19:20, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0035, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4428, loss: 2.4463, grad_norm: 10.4598 2021-07-08 11:09:17,954 - mmaction - INFO - Epoch [116][3340/3757] lr: 1.000e-03, eta: 1 day, 14:18:58, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6602, top5_acc: 0.8406, loss_cls: 1.4324, loss: 2.4131, grad_norm: 10.2891 2021-07-08 11:09:39,169 - mmaction - INFO - Epoch [116][3360/3757] lr: 1.000e-03, eta: 1 day, 14:18:37, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0045, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.4390, loss: 2.4434, grad_norm: 10.2945 2021-07-08 11:10:00,556 - mmaction - INFO - Epoch [116][3380/3757] lr: 1.000e-03, eta: 1 day, 14:18:15, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9789, top1_acc: 0.6766, top5_acc: 0.8359, loss_cls: 1.4057, loss: 2.3846, grad_norm: 10.0615 2021-07-08 11:10:22,530 - mmaction - INFO - Epoch [116][3400/3757] lr: 1.000e-03, eta: 1 day, 14:17:54, time: 1.101, data_time: 0.008, memory: 6921, loss_aux: 0.9517, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3599, loss: 2.3116, grad_norm: 10.5925 2021-07-08 11:10:43,577 - mmaction - INFO - Epoch [116][3420/3757] lr: 1.000e-03, eta: 1 day, 14:17:32, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9984, top1_acc: 0.6617, top5_acc: 0.8352, loss_cls: 1.4729, loss: 2.4714, grad_norm: 10.1223 2021-07-08 11:11:04,632 - mmaction - INFO - Epoch [116][3440/3757] lr: 1.000e-03, eta: 1 day, 14:17:10, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6414, top5_acc: 0.8336, loss_cls: 1.4668, loss: 2.4782, grad_norm: 10.3837 2021-07-08 11:11:25,819 - mmaction - INFO - Epoch [116][3460/3757] lr: 1.000e-03, eta: 1 day, 14:16:49, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9901, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.4427, loss: 2.4328, grad_norm: 10.3392 2021-07-08 11:11:47,061 - mmaction - INFO - Epoch [116][3480/3757] lr: 1.000e-03, eta: 1 day, 14:16:27, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9990, top1_acc: 0.6633, top5_acc: 0.8375, loss_cls: 1.4398, loss: 2.4387, grad_norm: 10.3884 2021-07-08 11:12:08,288 - mmaction - INFO - Epoch [116][3500/3757] lr: 1.000e-03, eta: 1 day, 14:16:06, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4193, loss: 2.4028, grad_norm: 10.0367 2021-07-08 11:12:29,579 - mmaction - INFO - Epoch [116][3520/3757] lr: 1.000e-03, eta: 1 day, 14:15:44, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0296, top1_acc: 0.6312, top5_acc: 0.8242, loss_cls: 1.5311, loss: 2.5607, grad_norm: 10.5408 2021-07-08 11:12:50,750 - mmaction - INFO - Epoch [116][3540/3757] lr: 1.000e-03, eta: 1 day, 14:15:22, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0159, top1_acc: 0.6508, top5_acc: 0.8344, loss_cls: 1.4717, loss: 2.4876, grad_norm: 10.3465 2021-07-08 11:13:11,765 - mmaction - INFO - Epoch [116][3560/3757] lr: 1.000e-03, eta: 1 day, 14:15:01, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9573, top1_acc: 0.6641, top5_acc: 0.8430, loss_cls: 1.3938, loss: 2.3511, grad_norm: 10.0975 2021-07-08 11:13:32,906 - mmaction - INFO - Epoch [116][3580/3757] lr: 1.000e-03, eta: 1 day, 14:14:39, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0454, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.5072, loss: 2.5526, grad_norm: 10.1319 2021-07-08 11:13:54,519 - mmaction - INFO - Epoch [116][3600/3757] lr: 1.000e-03, eta: 1 day, 14:14:18, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 0.9879, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4219, loss: 2.4097, grad_norm: 10.5341 2021-07-08 11:14:15,585 - mmaction - INFO - Epoch [116][3620/3757] lr: 1.000e-03, eta: 1 day, 14:13:56, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9488, top1_acc: 0.6766, top5_acc: 0.8617, loss_cls: 1.3445, loss: 2.2933, grad_norm: 9.8797 2021-07-08 11:14:36,495 - mmaction - INFO - Epoch [116][3640/3757] lr: 1.000e-03, eta: 1 day, 14:13:34, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9921, top1_acc: 0.6484, top5_acc: 0.8469, loss_cls: 1.4077, loss: 2.3999, grad_norm: 10.2740 2021-07-08 11:14:57,872 - mmaction - INFO - Epoch [116][3660/3757] lr: 1.000e-03, eta: 1 day, 14:13:13, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0118, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4755, loss: 2.4873, grad_norm: 10.2729 2021-07-08 11:15:19,109 - mmaction - INFO - Epoch [116][3680/3757] lr: 1.000e-03, eta: 1 day, 14:12:51, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4347, loss: 2.4252, grad_norm: 10.3364 2021-07-08 11:15:40,972 - mmaction - INFO - Epoch [116][3700/3757] lr: 1.000e-03, eta: 1 day, 14:12:30, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0142, top1_acc: 0.6430, top5_acc: 0.8289, loss_cls: 1.5193, loss: 2.5335, grad_norm: 10.4853 2021-07-08 11:16:01,993 - mmaction - INFO - Epoch [116][3720/3757] lr: 1.000e-03, eta: 1 day, 14:12:08, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6562, top5_acc: 0.8359, loss_cls: 1.4622, loss: 2.4807, grad_norm: 10.2334 2021-07-08 11:16:23,002 - mmaction - INFO - Epoch [116][3740/3757] lr: 1.000e-03, eta: 1 day, 14:11:46, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0257, top1_acc: 0.6539, top5_acc: 0.8352, loss_cls: 1.4920, loss: 2.5176, grad_norm: 10.3853 2021-07-08 11:16:41,370 - mmaction - INFO - Saving checkpoint at 116 epochs 2021-07-08 11:17:43,430 - mmaction - INFO - Epoch [117][20/3757] lr: 1.000e-03, eta: 1 day, 14:11:12, time: 3.024, data_time: 1.988, memory: 6921, loss_aux: 0.9518, top1_acc: 0.6930, top5_acc: 0.8562, loss_cls: 1.3119, loss: 2.2637, grad_norm: 9.6436 2021-07-08 11:18:04,345 - mmaction - INFO - Epoch [117][40/3757] lr: 1.000e-03, eta: 1 day, 14:10:51, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0142, top1_acc: 0.6539, top5_acc: 0.8313, loss_cls: 1.4698, loss: 2.4840, grad_norm: 10.3609 2021-07-08 11:18:25,875 - mmaction - INFO - Epoch [117][60/3757] lr: 1.000e-03, eta: 1 day, 14:10:29, time: 1.077, data_time: 0.026, memory: 6921, loss_aux: 1.0152, top1_acc: 0.6625, top5_acc: 0.8398, loss_cls: 1.4671, loss: 2.4823, grad_norm: 10.1369 2021-07-08 11:18:46,727 - mmaction - INFO - Epoch [117][80/3757] lr: 1.000e-03, eta: 1 day, 14:10:08, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.0013, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4265, loss: 2.4278, grad_norm: 9.8868 2021-07-08 11:19:08,528 - mmaction - INFO - Epoch [117][100/3757] lr: 1.000e-03, eta: 1 day, 14:09:46, time: 1.089, data_time: 0.021, memory: 6921, loss_aux: 1.0168, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4883, loss: 2.5051, grad_norm: 10.6168 2021-07-08 11:19:29,509 - mmaction - INFO - Epoch [117][120/3757] lr: 1.000e-03, eta: 1 day, 14:09:24, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9915, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4139, loss: 2.4054, grad_norm: 10.2357 2021-07-08 11:19:51,399 - mmaction - INFO - Epoch [117][140/3757] lr: 1.000e-03, eta: 1 day, 14:09:03, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 1.0317, top1_acc: 0.6477, top5_acc: 0.8273, loss_cls: 1.5082, loss: 2.5399, grad_norm: 10.2624 2021-07-08 11:20:12,490 - mmaction - INFO - Epoch [117][160/3757] lr: 1.000e-03, eta: 1 day, 14:08:41, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9550, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3436, loss: 2.2986, grad_norm: 10.0431 2021-07-08 11:20:33,717 - mmaction - INFO - Epoch [117][180/3757] lr: 1.000e-03, eta: 1 day, 14:08:20, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0733, top1_acc: 0.6328, top5_acc: 0.8281, loss_cls: 1.5522, loss: 2.6256, grad_norm: 10.4471 2021-07-08 11:20:54,998 - mmaction - INFO - Epoch [117][200/3757] lr: 1.000e-03, eta: 1 day, 14:07:58, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0316, top1_acc: 0.6500, top5_acc: 0.8469, loss_cls: 1.4229, loss: 2.4545, grad_norm: 10.2303 2021-07-08 11:21:16,009 - mmaction - INFO - Epoch [117][220/3757] lr: 1.000e-03, eta: 1 day, 14:07:36, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9463, top1_acc: 0.6781, top5_acc: 0.8469, loss_cls: 1.3724, loss: 2.3187, grad_norm: 9.7926 2021-07-08 11:21:37,109 - mmaction - INFO - Epoch [117][240/3757] lr: 1.000e-03, eta: 1 day, 14:07:15, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9801, top1_acc: 0.6648, top5_acc: 0.8727, loss_cls: 1.3804, loss: 2.3606, grad_norm: 10.4620 2021-07-08 11:21:58,829 - mmaction - INFO - Epoch [117][260/3757] lr: 1.000e-03, eta: 1 day, 14:06:53, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 0.9799, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3575, loss: 2.3374, grad_norm: 10.2085 2021-07-08 11:22:20,458 - mmaction - INFO - Epoch [117][280/3757] lr: 1.000e-03, eta: 1 day, 14:06:32, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3609, loss: 2.3438, grad_norm: 10.0589 2021-07-08 11:22:41,583 - mmaction - INFO - Epoch [117][300/3757] lr: 1.000e-03, eta: 1 day, 14:06:10, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0469, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5284, loss: 2.5752, grad_norm: 10.8080 2021-07-08 11:23:02,576 - mmaction - INFO - Epoch [117][320/3757] lr: 1.000e-03, eta: 1 day, 14:05:48, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0391, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.4913, loss: 2.5303, grad_norm: 10.5734 2021-07-08 11:23:23,699 - mmaction - INFO - Epoch [117][340/3757] lr: 1.000e-03, eta: 1 day, 14:05:27, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0405, top1_acc: 0.6422, top5_acc: 0.8242, loss_cls: 1.4949, loss: 2.5354, grad_norm: 10.5759 2021-07-08 11:23:44,703 - mmaction - INFO - Epoch [117][360/3757] lr: 1.000e-03, eta: 1 day, 14:05:05, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9878, top1_acc: 0.6680, top5_acc: 0.8336, loss_cls: 1.4094, loss: 2.3972, grad_norm: 10.0612 2021-07-08 11:24:05,768 - mmaction - INFO - Epoch [117][380/3757] lr: 1.000e-03, eta: 1 day, 14:04:43, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0247, top1_acc: 0.6422, top5_acc: 0.8367, loss_cls: 1.5000, loss: 2.5247, grad_norm: 10.4243 2021-07-08 11:24:27,757 - mmaction - INFO - Epoch [117][400/3757] lr: 1.000e-03, eta: 1 day, 14:04:22, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 0.9498, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.3109, loss: 2.2606, grad_norm: 10.0611 2021-07-08 11:24:48,769 - mmaction - INFO - Epoch [117][420/3757] lr: 1.000e-03, eta: 1 day, 14:04:00, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9604, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.3238, loss: 2.2842, grad_norm: 10.4923 2021-07-08 11:25:09,931 - mmaction - INFO - Epoch [117][440/3757] lr: 1.000e-03, eta: 1 day, 14:03:39, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9706, top1_acc: 0.6828, top5_acc: 0.8477, loss_cls: 1.3809, loss: 2.3516, grad_norm: 10.0073 2021-07-08 11:25:31,154 - mmaction - INFO - Epoch [117][460/3757] lr: 1.000e-03, eta: 1 day, 14:03:17, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4026, loss: 2.3920, grad_norm: 10.5049 2021-07-08 11:25:52,306 - mmaction - INFO - Epoch [117][480/3757] lr: 1.000e-03, eta: 1 day, 14:02:56, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0071, top1_acc: 0.6719, top5_acc: 0.8414, loss_cls: 1.4409, loss: 2.4480, grad_norm: 10.4087 2021-07-08 11:26:13,436 - mmaction - INFO - Epoch [117][500/3757] lr: 1.000e-03, eta: 1 day, 14:02:34, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9992, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.4556, loss: 2.4548, grad_norm: 10.3157 2021-07-08 11:26:34,668 - mmaction - INFO - Epoch [117][520/3757] lr: 1.000e-03, eta: 1 day, 14:02:12, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0437, top1_acc: 0.6406, top5_acc: 0.8273, loss_cls: 1.5324, loss: 2.5761, grad_norm: 10.7650 2021-07-08 11:26:55,908 - mmaction - INFO - Epoch [117][540/3757] lr: 1.000e-03, eta: 1 day, 14:01:51, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9333, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3175, loss: 2.2508, grad_norm: 10.3336 2021-07-08 11:27:16,958 - mmaction - INFO - Epoch [117][560/3757] lr: 1.000e-03, eta: 1 day, 14:01:29, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6680, top5_acc: 0.8453, loss_cls: 1.3893, loss: 2.3487, grad_norm: 10.1967 2021-07-08 11:27:38,345 - mmaction - INFO - Epoch [117][580/3757] lr: 1.000e-03, eta: 1 day, 14:01:07, time: 1.071, data_time: 0.017, memory: 6921, loss_aux: 0.9690, top1_acc: 0.6711, top5_acc: 0.8484, loss_cls: 1.3947, loss: 2.3637, grad_norm: 10.3461 2021-07-08 11:27:59,423 - mmaction - INFO - Epoch [117][600/3757] lr: 1.000e-03, eta: 1 day, 14:00:46, time: 1.052, data_time: 0.018, memory: 6921, loss_aux: 1.0421, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4893, loss: 2.5314, grad_norm: 10.7273 2021-07-08 11:28:20,792 - mmaction - INFO - Epoch [117][620/3757] lr: 1.000e-03, eta: 1 day, 14:00:24, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4792, loss: 2.4930, grad_norm: 10.4809 2021-07-08 11:28:41,906 - mmaction - INFO - Epoch [117][640/3757] lr: 1.000e-03, eta: 1 day, 14:00:03, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9881, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.3928, loss: 2.3809, grad_norm: 10.1403 2021-07-08 11:29:03,483 - mmaction - INFO - Epoch [117][660/3757] lr: 1.000e-03, eta: 1 day, 13:59:41, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 0.9925, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4189, loss: 2.4113, grad_norm: 10.2855 2021-07-08 11:29:24,919 - mmaction - INFO - Epoch [117][680/3757] lr: 1.000e-03, eta: 1 day, 13:59:19, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3974, loss: 2.4110, grad_norm: 10.1896 2021-07-08 11:29:46,118 - mmaction - INFO - Epoch [117][700/3757] lr: 1.000e-03, eta: 1 day, 13:58:58, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.4072, loss: 2.3947, grad_norm: 10.6435 2021-07-08 11:30:07,806 - mmaction - INFO - Epoch [117][720/3757] lr: 1.000e-03, eta: 1 day, 13:58:36, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9710, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3654, loss: 2.3364, grad_norm: 10.0162 2021-07-08 11:30:28,851 - mmaction - INFO - Epoch [117][740/3757] lr: 1.000e-03, eta: 1 day, 13:58:15, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9902, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4434, loss: 2.4335, grad_norm: 10.5034 2021-07-08 11:30:50,424 - mmaction - INFO - Epoch [117][760/3757] lr: 1.000e-03, eta: 1 day, 13:57:53, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0030, top1_acc: 0.6703, top5_acc: 0.8328, loss_cls: 1.4535, loss: 2.4565, grad_norm: 10.2514 2021-07-08 11:31:11,592 - mmaction - INFO - Epoch [117][780/3757] lr: 1.000e-03, eta: 1 day, 13:57:32, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6492, top5_acc: 0.8328, loss_cls: 1.5083, loss: 2.5190, grad_norm: 10.2653 2021-07-08 11:31:32,581 - mmaction - INFO - Epoch [117][800/3757] lr: 1.000e-03, eta: 1 day, 13:57:10, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9832, top1_acc: 0.6695, top5_acc: 0.8422, loss_cls: 1.4095, loss: 2.3928, grad_norm: 10.2704 2021-07-08 11:31:54,088 - mmaction - INFO - Epoch [117][820/3757] lr: 1.000e-03, eta: 1 day, 13:56:48, time: 1.075, data_time: 0.006, memory: 6921, loss_aux: 1.0116, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.5185, loss: 2.5301, grad_norm: 10.2136 2021-07-08 11:32:15,216 - mmaction - INFO - Epoch [117][840/3757] lr: 1.000e-03, eta: 1 day, 13:56:27, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0311, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.5085, loss: 2.5396, grad_norm: 10.4080 2021-07-08 11:32:36,271 - mmaction - INFO - Epoch [117][860/3757] lr: 1.000e-03, eta: 1 day, 13:56:05, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9921, top1_acc: 0.6609, top5_acc: 0.8398, loss_cls: 1.4319, loss: 2.4240, grad_norm: 9.9026 2021-07-08 11:32:57,344 - mmaction - INFO - Epoch [117][880/3757] lr: 1.000e-03, eta: 1 day, 13:55:43, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9788, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.3954, loss: 2.3742, grad_norm: 10.1573 2021-07-08 11:33:18,723 - mmaction - INFO - Epoch [117][900/3757] lr: 1.000e-03, eta: 1 day, 13:55:22, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6703, top5_acc: 0.8453, loss_cls: 1.3945, loss: 2.3775, grad_norm: 9.9628 2021-07-08 11:33:39,808 - mmaction - INFO - Epoch [117][920/3757] lr: 1.000e-03, eta: 1 day, 13:55:00, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0425, top1_acc: 0.6477, top5_acc: 0.8344, loss_cls: 1.5101, loss: 2.5526, grad_norm: 10.6278 2021-07-08 11:34:01,024 - mmaction - INFO - Epoch [117][940/3757] lr: 1.000e-03, eta: 1 day, 13:54:39, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0143, top1_acc: 0.6719, top5_acc: 0.8453, loss_cls: 1.4678, loss: 2.4821, grad_norm: 10.3915 2021-07-08 11:34:22,309 - mmaction - INFO - Epoch [117][960/3757] lr: 1.000e-03, eta: 1 day, 13:54:17, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.0406, top1_acc: 0.6344, top5_acc: 0.8211, loss_cls: 1.5725, loss: 2.6131, grad_norm: 10.4092 2021-07-08 11:34:43,757 - mmaction - INFO - Epoch [117][980/3757] lr: 1.000e-03, eta: 1 day, 13:53:55, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6789, top5_acc: 0.8484, loss_cls: 1.3781, loss: 2.3665, grad_norm: 9.9471 2021-07-08 11:35:05,977 - mmaction - INFO - Epoch [117][1000/3757] lr: 1.000e-03, eta: 1 day, 13:53:34, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6648, top5_acc: 0.8328, loss_cls: 1.4262, loss: 2.4149, grad_norm: 10.4215 2021-07-08 11:35:27,190 - mmaction - INFO - Epoch [117][1020/3757] lr: 1.000e-03, eta: 1 day, 13:53:12, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9458, top1_acc: 0.6805, top5_acc: 0.8609, loss_cls: 1.3637, loss: 2.3095, grad_norm: 10.2299 2021-07-08 11:35:48,089 - mmaction - INFO - Epoch [117][1040/3757] lr: 1.000e-03, eta: 1 day, 13:52:51, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9766, top1_acc: 0.6570, top5_acc: 0.8492, loss_cls: 1.3835, loss: 2.3602, grad_norm: 10.4046 2021-07-08 11:36:09,864 - mmaction - INFO - Epoch [117][1060/3757] lr: 1.000e-03, eta: 1 day, 13:52:29, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 0.9876, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4052, loss: 2.3928, grad_norm: 10.3544 2021-07-08 11:36:31,138 - mmaction - INFO - Epoch [117][1080/3757] lr: 1.000e-03, eta: 1 day, 13:52:08, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4703, loss: 2.4790, grad_norm: 10.6442 2021-07-08 11:36:52,201 - mmaction - INFO - Epoch [117][1100/3757] lr: 1.000e-03, eta: 1 day, 13:51:46, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.0561, top1_acc: 0.6547, top5_acc: 0.8172, loss_cls: 1.5295, loss: 2.5856, grad_norm: 10.2026 2021-07-08 11:37:13,366 - mmaction - INFO - Epoch [117][1120/3757] lr: 1.000e-03, eta: 1 day, 13:51:24, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 1.0041, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.4314, loss: 2.4356, grad_norm: 10.3738 2021-07-08 11:37:34,379 - mmaction - INFO - Epoch [117][1140/3757] lr: 1.000e-03, eta: 1 day, 13:51:03, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9966, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.4137, loss: 2.4103, grad_norm: 10.3706 2021-07-08 11:37:55,763 - mmaction - INFO - Epoch [117][1160/3757] lr: 1.000e-03, eta: 1 day, 13:50:41, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9441, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.3240, loss: 2.2681, grad_norm: 10.2511 2021-07-08 11:38:16,665 - mmaction - INFO - Epoch [117][1180/3757] lr: 1.000e-03, eta: 1 day, 13:50:19, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6297, top5_acc: 0.8375, loss_cls: 1.5232, loss: 2.5525, grad_norm: 10.7186 2021-07-08 11:38:37,805 - mmaction - INFO - Epoch [117][1200/3757] lr: 1.000e-03, eta: 1 day, 13:49:58, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9827, top1_acc: 0.6734, top5_acc: 0.8438, loss_cls: 1.3701, loss: 2.3528, grad_norm: 10.3688 2021-07-08 11:38:58,899 - mmaction - INFO - Epoch [117][1220/3757] lr: 1.000e-03, eta: 1 day, 13:49:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4401, loss: 2.4627, grad_norm: 10.3981 2021-07-08 11:39:20,214 - mmaction - INFO - Epoch [117][1240/3757] lr: 1.000e-03, eta: 1 day, 13:49:15, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9559, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3871, loss: 2.3430, grad_norm: 10.3088 2021-07-08 11:39:42,269 - mmaction - INFO - Epoch [117][1260/3757] lr: 1.000e-03, eta: 1 day, 13:48:53, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 0.9987, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.4192, loss: 2.4179, grad_norm: 10.3920 2021-07-08 11:40:03,173 - mmaction - INFO - Epoch [117][1280/3757] lr: 1.000e-03, eta: 1 day, 13:48:31, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6750, top5_acc: 0.8453, loss_cls: 1.3888, loss: 2.3514, grad_norm: 10.1309 2021-07-08 11:40:24,264 - mmaction - INFO - Epoch [117][1300/3757] lr: 1.000e-03, eta: 1 day, 13:48:10, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4250, loss: 2.4187, grad_norm: 10.0951 2021-07-08 11:40:45,603 - mmaction - INFO - Epoch [117][1320/3757] lr: 1.000e-03, eta: 1 day, 13:47:48, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9823, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4044, loss: 2.3867, grad_norm: 10.1450 2021-07-08 11:41:07,324 - mmaction - INFO - Epoch [117][1340/3757] lr: 1.000e-03, eta: 1 day, 13:47:27, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 0.9451, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.2800, loss: 2.2251, grad_norm: 9.9752 2021-07-08 11:41:28,882 - mmaction - INFO - Epoch [117][1360/3757] lr: 1.000e-03, eta: 1 day, 13:47:05, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4379, loss: 2.4269, grad_norm: 10.5621 2021-07-08 11:41:49,929 - mmaction - INFO - Epoch [117][1380/3757] lr: 1.000e-03, eta: 1 day, 13:46:44, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4384, loss: 2.4396, grad_norm: 10.3095 2021-07-08 11:42:11,025 - mmaction - INFO - Epoch [117][1400/3757] lr: 1.000e-03, eta: 1 day, 13:46:22, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9767, top1_acc: 0.6578, top5_acc: 0.8336, loss_cls: 1.4310, loss: 2.4077, grad_norm: 10.2076 2021-07-08 11:42:32,298 - mmaction - INFO - Epoch [117][1420/3757] lr: 1.000e-03, eta: 1 day, 13:46:00, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6414, top5_acc: 0.8430, loss_cls: 1.5070, loss: 2.5129, grad_norm: 10.5457 2021-07-08 11:42:53,463 - mmaction - INFO - Epoch [117][1440/3757] lr: 1.000e-03, eta: 1 day, 13:45:39, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0263, top1_acc: 0.6523, top5_acc: 0.8313, loss_cls: 1.4760, loss: 2.5023, grad_norm: 10.0619 2021-07-08 11:43:14,337 - mmaction - INFO - Epoch [117][1460/3757] lr: 1.000e-03, eta: 1 day, 13:45:17, time: 1.040, data_time: 0.001, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.4943, loss: 2.5092, grad_norm: 10.6321 2021-07-08 11:43:35,547 - mmaction - INFO - Epoch [117][1480/3757] lr: 1.000e-03, eta: 1 day, 13:44:55, time: 1.062, data_time: 0.007, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6766, top5_acc: 0.8492, loss_cls: 1.4004, loss: 2.4205, grad_norm: 10.2606 2021-07-08 11:43:56,658 - mmaction - INFO - Epoch [117][1500/3757] lr: 1.000e-03, eta: 1 day, 13:44:34, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0017, top1_acc: 0.6398, top5_acc: 0.8586, loss_cls: 1.4404, loss: 2.4421, grad_norm: 10.5514 2021-07-08 11:44:18,046 - mmaction - INFO - Epoch [117][1520/3757] lr: 1.000e-03, eta: 1 day, 13:44:12, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0367, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.4724, loss: 2.5090, grad_norm: 10.6901 2021-07-08 11:44:39,566 - mmaction - INFO - Epoch [117][1540/3757] lr: 1.000e-03, eta: 1 day, 13:43:51, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9924, top1_acc: 0.6664, top5_acc: 0.8430, loss_cls: 1.3886, loss: 2.3810, grad_norm: 10.0657 2021-07-08 11:45:00,874 - mmaction - INFO - Epoch [117][1560/3757] lr: 1.000e-03, eta: 1 day, 13:43:29, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9754, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4134, loss: 2.3889, grad_norm: 10.1314 2021-07-08 11:45:21,934 - mmaction - INFO - Epoch [117][1580/3757] lr: 1.000e-03, eta: 1 day, 13:43:07, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0415, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4598, loss: 2.5013, grad_norm: 10.2821 2021-07-08 11:45:43,069 - mmaction - INFO - Epoch [117][1600/3757] lr: 1.000e-03, eta: 1 day, 13:42:46, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0542, top1_acc: 0.6289, top5_acc: 0.8336, loss_cls: 1.5811, loss: 2.6353, grad_norm: 10.8693 2021-07-08 11:46:04,249 - mmaction - INFO - Epoch [117][1620/3757] lr: 1.000e-03, eta: 1 day, 13:42:24, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9711, top1_acc: 0.6656, top5_acc: 0.8609, loss_cls: 1.3685, loss: 2.3395, grad_norm: 10.2919 2021-07-08 11:46:25,420 - mmaction - INFO - Epoch [117][1640/3757] lr: 1.000e-03, eta: 1 day, 13:42:02, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0277, top1_acc: 0.6453, top5_acc: 0.8383, loss_cls: 1.4756, loss: 2.5033, grad_norm: 10.2383 2021-07-08 11:46:46,638 - mmaction - INFO - Epoch [117][1660/3757] lr: 1.000e-03, eta: 1 day, 13:41:41, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9670, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.3944, loss: 2.3615, grad_norm: 10.5415 2021-07-08 11:47:07,490 - mmaction - INFO - Epoch [117][1680/3757] lr: 1.000e-03, eta: 1 day, 13:41:19, time: 1.040, data_time: 0.001, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6562, top5_acc: 0.8477, loss_cls: 1.4517, loss: 2.4645, grad_norm: 10.3971 2021-07-08 11:47:28,902 - mmaction - INFO - Epoch [117][1700/3757] lr: 1.000e-03, eta: 1 day, 13:40:58, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3546, loss: 2.3458, grad_norm: 10.0625 2021-07-08 11:47:50,938 - mmaction - INFO - Epoch [117][1720/3757] lr: 1.000e-03, eta: 1 day, 13:40:36, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 1.0206, top1_acc: 0.6586, top5_acc: 0.8305, loss_cls: 1.4729, loss: 2.4935, grad_norm: 10.3425 2021-07-08 11:48:12,107 - mmaction - INFO - Epoch [117][1740/3757] lr: 1.000e-03, eta: 1 day, 13:40:15, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6711, top5_acc: 0.8430, loss_cls: 1.3889, loss: 2.3583, grad_norm: 10.2712 2021-07-08 11:48:33,195 - mmaction - INFO - Epoch [117][1760/3757] lr: 1.000e-03, eta: 1 day, 13:39:53, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6508, top5_acc: 0.8359, loss_cls: 1.4556, loss: 2.4682, grad_norm: 10.4294 2021-07-08 11:48:54,144 - mmaction - INFO - Epoch [117][1780/3757] lr: 1.000e-03, eta: 1 day, 13:39:31, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4425, loss: 2.4518, grad_norm: 10.6065 2021-07-08 11:49:15,407 - mmaction - INFO - Epoch [117][1800/3757] lr: 1.000e-03, eta: 1 day, 13:39:10, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9769, top1_acc: 0.6703, top5_acc: 0.8430, loss_cls: 1.4256, loss: 2.4024, grad_norm: 10.4832 2021-07-08 11:49:36,522 - mmaction - INFO - Epoch [117][1820/3757] lr: 1.000e-03, eta: 1 day, 13:38:48, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9823, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3563, loss: 2.3387, grad_norm: 10.3524 2021-07-08 11:49:57,657 - mmaction - INFO - Epoch [117][1840/3757] lr: 1.000e-03, eta: 1 day, 13:38:26, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6523, top5_acc: 0.8250, loss_cls: 1.5008, loss: 2.5121, grad_norm: 10.1764 2021-07-08 11:50:18,838 - mmaction - INFO - Epoch [117][1860/3757] lr: 1.000e-03, eta: 1 day, 13:38:05, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6516, top5_acc: 0.8453, loss_cls: 1.4618, loss: 2.4448, grad_norm: 10.3553 2021-07-08 11:50:40,545 - mmaction - INFO - Epoch [117][1880/3757] lr: 1.000e-03, eta: 1 day, 13:37:43, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 1.0174, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3984, loss: 2.4159, grad_norm: 10.5452 2021-07-08 11:51:01,749 - mmaction - INFO - Epoch [117][1900/3757] lr: 1.000e-03, eta: 1 day, 13:37:22, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6703, top5_acc: 0.8305, loss_cls: 1.4575, loss: 2.4487, grad_norm: 10.4269 2021-07-08 11:51:22,910 - mmaction - INFO - Epoch [117][1920/3757] lr: 1.000e-03, eta: 1 day, 13:37:00, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6625, top5_acc: 0.8555, loss_cls: 1.3903, loss: 2.3752, grad_norm: 10.2937 2021-07-08 11:51:43,920 - mmaction - INFO - Epoch [117][1940/3757] lr: 1.000e-03, eta: 1 day, 13:36:38, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9214, top1_acc: 0.6813, top5_acc: 0.8492, loss_cls: 1.3514, loss: 2.2728, grad_norm: 10.1330 2021-07-08 11:52:04,988 - mmaction - INFO - Epoch [117][1960/3757] lr: 1.000e-03, eta: 1 day, 13:36:17, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0238, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.4754, loss: 2.4993, grad_norm: 10.5867 2021-07-08 11:52:25,987 - mmaction - INFO - Epoch [117][1980/3757] lr: 1.000e-03, eta: 1 day, 13:35:55, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9855, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3999, loss: 2.3854, grad_norm: 9.8125 2021-07-08 11:52:46,820 - mmaction - INFO - Epoch [117][2000/3757] lr: 1.000e-03, eta: 1 day, 13:35:33, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.0267, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4504, loss: 2.4771, grad_norm: 10.6801 2021-07-08 11:53:08,374 - mmaction - INFO - Epoch [117][2020/3757] lr: 1.000e-03, eta: 1 day, 13:35:12, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0204, top1_acc: 0.6375, top5_acc: 0.8453, loss_cls: 1.4448, loss: 2.4652, grad_norm: 10.7074 2021-07-08 11:53:29,769 - mmaction - INFO - Epoch [117][2040/3757] lr: 1.000e-03, eta: 1 day, 13:34:50, time: 1.073, data_time: 0.026, memory: 6921, loss_aux: 0.9490, top1_acc: 0.6703, top5_acc: 0.8641, loss_cls: 1.3491, loss: 2.2981, grad_norm: 10.1614 2021-07-08 11:53:51,296 - mmaction - INFO - Epoch [117][2060/3757] lr: 1.000e-03, eta: 1 day, 13:34:29, time: 1.075, data_time: 0.028, memory: 6921, loss_aux: 0.9759, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.4143, loss: 2.3902, grad_norm: 10.7469 2021-07-08 11:54:12,454 - mmaction - INFO - Epoch [117][2080/3757] lr: 1.000e-03, eta: 1 day, 13:34:07, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9837, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4206, loss: 2.4043, grad_norm: 10.1433 2021-07-08 11:54:33,463 - mmaction - INFO - Epoch [117][2100/3757] lr: 1.000e-03, eta: 1 day, 13:33:45, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9904, top1_acc: 0.6531, top5_acc: 0.8352, loss_cls: 1.4642, loss: 2.4545, grad_norm: 10.2769 2021-07-08 11:54:54,869 - mmaction - INFO - Epoch [117][2120/3757] lr: 1.000e-03, eta: 1 day, 13:33:24, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 1.0040, top1_acc: 0.6648, top5_acc: 0.8328, loss_cls: 1.4403, loss: 2.4444, grad_norm: 10.4901 2021-07-08 11:55:16,165 - mmaction - INFO - Epoch [117][2140/3757] lr: 1.000e-03, eta: 1 day, 13:33:02, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.3905, loss: 2.3886, grad_norm: 10.3462 2021-07-08 11:55:37,799 - mmaction - INFO - Epoch [117][2160/3757] lr: 1.000e-03, eta: 1 day, 13:32:41, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6320, top5_acc: 0.8359, loss_cls: 1.5036, loss: 2.5408, grad_norm: 10.4560 2021-07-08 11:56:00,109 - mmaction - INFO - Epoch [117][2180/3757] lr: 1.000e-03, eta: 1 day, 13:32:19, time: 1.115, data_time: 0.001, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6758, top5_acc: 0.8445, loss_cls: 1.3849, loss: 2.3517, grad_norm: 9.9594 2021-07-08 11:56:21,090 - mmaction - INFO - Epoch [117][2200/3757] lr: 1.000e-03, eta: 1 day, 13:31:58, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 0.9623, top1_acc: 0.6711, top5_acc: 0.8523, loss_cls: 1.3948, loss: 2.3571, grad_norm: 10.1810 2021-07-08 11:56:42,471 - mmaction - INFO - Epoch [117][2220/3757] lr: 1.000e-03, eta: 1 day, 13:31:36, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0310, top1_acc: 0.6516, top5_acc: 0.8234, loss_cls: 1.5178, loss: 2.5488, grad_norm: 10.4434 2021-07-08 11:57:03,509 - mmaction - INFO - Epoch [117][2240/3757] lr: 1.000e-03, eta: 1 day, 13:31:14, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9508, top1_acc: 0.6859, top5_acc: 0.8531, loss_cls: 1.3625, loss: 2.3133, grad_norm: 10.2142 2021-07-08 11:57:24,764 - mmaction - INFO - Epoch [117][2260/3757] lr: 1.000e-03, eta: 1 day, 13:30:53, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6664, top5_acc: 0.8664, loss_cls: 1.3448, loss: 2.3129, grad_norm: 10.1568 2021-07-08 11:57:46,039 - mmaction - INFO - Epoch [117][2280/3757] lr: 1.000e-03, eta: 1 day, 13:30:31, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3612, loss: 2.3159, grad_norm: 10.0147 2021-07-08 11:58:07,199 - mmaction - INFO - Epoch [117][2300/3757] lr: 1.000e-03, eta: 1 day, 13:30:10, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0081, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4320, loss: 2.4401, grad_norm: 10.6239 2021-07-08 11:58:29,095 - mmaction - INFO - Epoch [117][2320/3757] lr: 1.000e-03, eta: 1 day, 13:29:48, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.4465, loss: 2.4737, grad_norm: 10.4040 2021-07-08 11:58:50,236 - mmaction - INFO - Epoch [117][2340/3757] lr: 1.000e-03, eta: 1 day, 13:29:27, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9865, top1_acc: 0.6680, top5_acc: 0.8359, loss_cls: 1.4482, loss: 2.4348, grad_norm: 10.3028 2021-07-08 11:59:11,137 - mmaction - INFO - Epoch [117][2360/3757] lr: 1.000e-03, eta: 1 day, 13:29:05, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6805, top5_acc: 0.8500, loss_cls: 1.3817, loss: 2.3629, grad_norm: 10.2504 2021-07-08 11:59:32,370 - mmaction - INFO - Epoch [117][2380/3757] lr: 1.000e-03, eta: 1 day, 13:28:43, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9767, top1_acc: 0.6641, top5_acc: 0.8336, loss_cls: 1.4361, loss: 2.4127, grad_norm: 10.4733 2021-07-08 11:59:53,537 - mmaction - INFO - Epoch [117][2400/3757] lr: 1.000e-03, eta: 1 day, 13:28:22, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9674, top1_acc: 0.6625, top5_acc: 0.8570, loss_cls: 1.3776, loss: 2.3450, grad_norm: 10.3621 2021-07-08 12:00:14,829 - mmaction - INFO - Epoch [117][2420/3757] lr: 1.000e-03, eta: 1 day, 13:28:00, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9646, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3646, loss: 2.3291, grad_norm: 10.2680 2021-07-08 12:00:36,046 - mmaction - INFO - Epoch [117][2440/3757] lr: 1.000e-03, eta: 1 day, 13:27:38, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4125, loss: 2.4139, grad_norm: 10.4079 2021-07-08 12:00:56,965 - mmaction - INFO - Epoch [117][2460/3757] lr: 1.000e-03, eta: 1 day, 13:27:17, time: 1.047, data_time: 0.006, memory: 6921, loss_aux: 0.9725, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4232, loss: 2.3958, grad_norm: 10.4737 2021-07-08 12:01:18,095 - mmaction - INFO - Epoch [117][2480/3757] lr: 1.000e-03, eta: 1 day, 13:26:55, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9638, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4106, loss: 2.3744, grad_norm: 10.2751 2021-07-08 12:01:39,468 - mmaction - INFO - Epoch [117][2500/3757] lr: 1.000e-03, eta: 1 day, 13:26:34, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6578, top5_acc: 0.8367, loss_cls: 1.4493, loss: 2.4552, grad_norm: 10.3474 2021-07-08 12:02:00,659 - mmaction - INFO - Epoch [117][2520/3757] lr: 1.000e-03, eta: 1 day, 13:26:12, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6398, top5_acc: 0.8391, loss_cls: 1.4675, loss: 2.4547, grad_norm: 10.2009 2021-07-08 12:02:21,629 - mmaction - INFO - Epoch [117][2540/3757] lr: 1.000e-03, eta: 1 day, 13:25:50, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6117, top5_acc: 0.8133, loss_cls: 1.5975, loss: 2.6617, grad_norm: 10.6965 2021-07-08 12:02:42,937 - mmaction - INFO - Epoch [117][2560/3757] lr: 1.000e-03, eta: 1 day, 13:25:29, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.4149, loss: 2.3820, grad_norm: 9.8399 2021-07-08 12:03:04,393 - mmaction - INFO - Epoch [117][2580/3757] lr: 1.000e-03, eta: 1 day, 13:25:07, time: 1.073, data_time: 0.005, memory: 6921, loss_aux: 1.0178, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.4825, loss: 2.5003, grad_norm: 10.5269 2021-07-08 12:03:25,959 - mmaction - INFO - Epoch [117][2600/3757] lr: 1.000e-03, eta: 1 day, 13:24:46, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 0.9767, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4534, loss: 2.4301, grad_norm: 10.1397 2021-07-08 12:03:47,027 - mmaction - INFO - Epoch [117][2620/3757] lr: 1.000e-03, eta: 1 day, 13:24:24, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4727, loss: 2.4723, grad_norm: 10.4430 2021-07-08 12:04:08,225 - mmaction - INFO - Epoch [117][2640/3757] lr: 1.000e-03, eta: 1 day, 13:24:02, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.4178, loss: 2.3986, grad_norm: 10.1880 2021-07-08 12:04:29,625 - mmaction - INFO - Epoch [117][2660/3757] lr: 1.000e-03, eta: 1 day, 13:23:41, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6703, top5_acc: 0.8453, loss_cls: 1.4046, loss: 2.3835, grad_norm: 10.1846 2021-07-08 12:04:50,659 - mmaction - INFO - Epoch [117][2680/3757] lr: 1.000e-03, eta: 1 day, 13:23:19, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9965, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.4127, loss: 2.4092, grad_norm: 10.5425 2021-07-08 12:05:11,884 - mmaction - INFO - Epoch [117][2700/3757] lr: 1.000e-03, eta: 1 day, 13:22:57, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6695, top5_acc: 0.8422, loss_cls: 1.4209, loss: 2.4246, grad_norm: 10.4205 2021-07-08 12:05:32,839 - mmaction - INFO - Epoch [117][2720/3757] lr: 1.000e-03, eta: 1 day, 13:22:36, time: 1.049, data_time: 0.006, memory: 6921, loss_aux: 1.0240, top1_acc: 0.6555, top5_acc: 0.8367, loss_cls: 1.4578, loss: 2.4818, grad_norm: 10.3809 2021-07-08 12:05:54,725 - mmaction - INFO - Epoch [117][2740/3757] lr: 1.000e-03, eta: 1 day, 13:22:14, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6578, top5_acc: 0.8406, loss_cls: 1.4494, loss: 2.4305, grad_norm: 10.3705 2021-07-08 12:06:16,823 - mmaction - INFO - Epoch [117][2760/3757] lr: 1.000e-03, eta: 1 day, 13:21:53, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 1.0502, top1_acc: 0.6328, top5_acc: 0.8164, loss_cls: 1.5388, loss: 2.5891, grad_norm: 10.7008 2021-07-08 12:06:37,755 - mmaction - INFO - Epoch [117][2780/3757] lr: 1.000e-03, eta: 1 day, 13:21:31, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9873, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4401, loss: 2.4274, grad_norm: 10.0780 2021-07-08 12:06:59,126 - mmaction - INFO - Epoch [117][2800/3757] lr: 1.000e-03, eta: 1 day, 13:21:10, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 1.0642, top1_acc: 0.6227, top5_acc: 0.8156, loss_cls: 1.5729, loss: 2.6371, grad_norm: 10.5960 2021-07-08 12:07:20,223 - mmaction - INFO - Epoch [117][2820/3757] lr: 1.000e-03, eta: 1 day, 13:20:48, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0513, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.4622, loss: 2.5136, grad_norm: 10.4279 2021-07-08 12:07:41,238 - mmaction - INFO - Epoch [117][2840/3757] lr: 1.000e-03, eta: 1 day, 13:20:26, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0375, top1_acc: 0.6398, top5_acc: 0.8492, loss_cls: 1.4926, loss: 2.5301, grad_norm: 10.5225 2021-07-08 12:08:02,303 - mmaction - INFO - Epoch [117][2860/3757] lr: 1.000e-03, eta: 1 day, 13:20:05, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.4067, loss: 2.3941, grad_norm: 10.5443 2021-07-08 12:08:23,429 - mmaction - INFO - Epoch [117][2880/3757] lr: 1.000e-03, eta: 1 day, 13:19:43, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6477, top5_acc: 0.8383, loss_cls: 1.4812, loss: 2.4876, grad_norm: 10.5215 2021-07-08 12:08:44,507 - mmaction - INFO - Epoch [117][2900/3757] lr: 1.000e-03, eta: 1 day, 13:19:21, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9676, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3824, loss: 2.3500, grad_norm: 10.5058 2021-07-08 12:09:06,480 - mmaction - INFO - Epoch [117][2920/3757] lr: 1.000e-03, eta: 1 day, 13:19:00, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6633, top5_acc: 0.8313, loss_cls: 1.4336, loss: 2.4166, grad_norm: 10.1879 2021-07-08 12:09:27,562 - mmaction - INFO - Epoch [117][2940/3757] lr: 1.000e-03, eta: 1 day, 13:18:38, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6539, top5_acc: 0.8516, loss_cls: 1.4503, loss: 2.4664, grad_norm: 10.7360 2021-07-08 12:09:49,276 - mmaction - INFO - Epoch [117][2960/3757] lr: 1.000e-03, eta: 1 day, 13:18:17, time: 1.084, data_time: 0.008, memory: 6921, loss_aux: 1.0129, top1_acc: 0.6500, top5_acc: 0.8273, loss_cls: 1.4989, loss: 2.5118, grad_norm: 10.2754 2021-07-08 12:10:10,628 - mmaction - INFO - Epoch [117][2980/3757] lr: 1.000e-03, eta: 1 day, 13:17:55, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9783, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4219, loss: 2.4002, grad_norm: 10.2077 2021-07-08 12:10:32,234 - mmaction - INFO - Epoch [117][3000/3757] lr: 1.000e-03, eta: 1 day, 13:17:34, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6656, top5_acc: 0.8594, loss_cls: 1.3407, loss: 2.2953, grad_norm: 10.2647 2021-07-08 12:10:53,236 - mmaction - INFO - Epoch [117][3020/3757] lr: 1.000e-03, eta: 1 day, 13:17:12, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3753, loss: 2.3750, grad_norm: 10.2416 2021-07-08 12:11:14,694 - mmaction - INFO - Epoch [117][3040/3757] lr: 1.000e-03, eta: 1 day, 13:16:51, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 0.9481, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3524, loss: 2.3005, grad_norm: 10.0916 2021-07-08 12:11:35,639 - mmaction - INFO - Epoch [117][3060/3757] lr: 1.000e-03, eta: 1 day, 13:16:29, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4272, loss: 2.3995, grad_norm: 10.1299 2021-07-08 12:11:56,625 - mmaction - INFO - Epoch [117][3080/3757] lr: 1.000e-03, eta: 1 day, 13:16:07, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0223, top1_acc: 0.6375, top5_acc: 0.8391, loss_cls: 1.4718, loss: 2.4940, grad_norm: 10.4595 2021-07-08 12:12:18,410 - mmaction - INFO - Epoch [117][3100/3757] lr: 1.000e-03, eta: 1 day, 13:15:46, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 0.9410, top1_acc: 0.6750, top5_acc: 0.8664, loss_cls: 1.3386, loss: 2.2795, grad_norm: 10.1602 2021-07-08 12:12:39,977 - mmaction - INFO - Epoch [117][3120/3757] lr: 1.000e-03, eta: 1 day, 13:15:24, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.0186, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4773, loss: 2.4959, grad_norm: 10.6702 2021-07-08 12:13:01,229 - mmaction - INFO - Epoch [117][3140/3757] lr: 1.000e-03, eta: 1 day, 13:15:03, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9258, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3179, loss: 2.2438, grad_norm: 10.0073 2021-07-08 12:13:22,323 - mmaction - INFO - Epoch [117][3160/3757] lr: 1.000e-03, eta: 1 day, 13:14:41, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0101, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4572, loss: 2.4673, grad_norm: 10.5103 2021-07-08 12:13:43,423 - mmaction - INFO - Epoch [117][3180/3757] lr: 1.000e-03, eta: 1 day, 13:14:19, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9568, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3536, loss: 2.3103, grad_norm: 10.1445 2021-07-08 12:14:04,978 - mmaction - INFO - Epoch [117][3200/3757] lr: 1.000e-03, eta: 1 day, 13:13:58, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0401, top1_acc: 0.6383, top5_acc: 0.8187, loss_cls: 1.5613, loss: 2.6015, grad_norm: 10.8317 2021-07-08 12:14:26,033 - mmaction - INFO - Epoch [117][3220/3757] lr: 1.000e-03, eta: 1 day, 13:13:36, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0194, top1_acc: 0.6664, top5_acc: 0.8422, loss_cls: 1.4467, loss: 2.4661, grad_norm: 10.2367 2021-07-08 12:14:47,704 - mmaction - INFO - Epoch [117][3240/3757] lr: 1.000e-03, eta: 1 day, 13:13:15, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.0593, top1_acc: 0.6242, top5_acc: 0.8336, loss_cls: 1.5032, loss: 2.5625, grad_norm: 10.8827 2021-07-08 12:15:08,729 - mmaction - INFO - Epoch [117][3260/3757] lr: 1.000e-03, eta: 1 day, 13:12:53, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9834, top1_acc: 0.6664, top5_acc: 0.8469, loss_cls: 1.3763, loss: 2.3597, grad_norm: 10.2906 2021-07-08 12:15:30,074 - mmaction - INFO - Epoch [117][3280/3757] lr: 1.000e-03, eta: 1 day, 13:12:31, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0361, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4811, loss: 2.5172, grad_norm: 10.5038 2021-07-08 12:15:51,229 - mmaction - INFO - Epoch [117][3300/3757] lr: 1.000e-03, eta: 1 day, 13:12:10, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6391, top5_acc: 0.8336, loss_cls: 1.5125, loss: 2.5173, grad_norm: 10.4335 2021-07-08 12:16:12,675 - mmaction - INFO - Epoch [117][3320/3757] lr: 1.000e-03, eta: 1 day, 13:11:48, time: 1.075, data_time: 0.005, memory: 6921, loss_aux: 1.0112, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4658, loss: 2.4770, grad_norm: 10.5050 2021-07-08 12:16:33,743 - mmaction - INFO - Epoch [117][3340/3757] lr: 1.000e-03, eta: 1 day, 13:11:27, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9656, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.3398, loss: 2.3055, grad_norm: 10.1425 2021-07-08 12:16:54,893 - mmaction - INFO - Epoch [117][3360/3757] lr: 1.000e-03, eta: 1 day, 13:11:05, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.4100, loss: 2.3714, grad_norm: 10.4403 2021-07-08 12:17:16,489 - mmaction - INFO - Epoch [117][3380/3757] lr: 1.000e-03, eta: 1 day, 13:10:43, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0044, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4384, loss: 2.4428, grad_norm: 10.4501 2021-07-08 12:17:37,589 - mmaction - INFO - Epoch [117][3400/3757] lr: 1.000e-03, eta: 1 day, 13:10:22, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0120, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4380, loss: 2.4500, grad_norm: 10.3100 2021-07-08 12:17:58,864 - mmaction - INFO - Epoch [117][3420/3757] lr: 1.000e-03, eta: 1 day, 13:10:00, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0277, top1_acc: 0.6562, top5_acc: 0.8320, loss_cls: 1.4743, loss: 2.5021, grad_norm: 10.4720 2021-07-08 12:18:20,293 - mmaction - INFO - Epoch [117][3440/3757] lr: 1.000e-03, eta: 1 day, 13:09:39, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0204, top1_acc: 0.6609, top5_acc: 0.8430, loss_cls: 1.4211, loss: 2.4415, grad_norm: 10.4880 2021-07-08 12:18:41,759 - mmaction - INFO - Epoch [117][3460/3757] lr: 1.000e-03, eta: 1 day, 13:09:17, time: 1.072, data_time: 0.007, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.3729, loss: 2.3544, grad_norm: 10.4936 2021-07-08 12:19:03,017 - mmaction - INFO - Epoch [117][3480/3757] lr: 1.000e-03, eta: 1 day, 13:08:56, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.3994, loss: 2.3869, grad_norm: 10.4216 2021-07-08 12:19:24,215 - mmaction - INFO - Epoch [117][3500/3757] lr: 1.000e-03, eta: 1 day, 13:08:34, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0507, top1_acc: 0.6375, top5_acc: 0.8305, loss_cls: 1.5273, loss: 2.5779, grad_norm: 10.5117 2021-07-08 12:19:45,416 - mmaction - INFO - Epoch [117][3520/3757] lr: 1.000e-03, eta: 1 day, 13:08:12, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0329, top1_acc: 0.6469, top5_acc: 0.8391, loss_cls: 1.4752, loss: 2.5082, grad_norm: 10.6600 2021-07-08 12:20:06,393 - mmaction - INFO - Epoch [117][3540/3757] lr: 1.000e-03, eta: 1 day, 13:07:51, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9457, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3562, loss: 2.3019, grad_norm: 10.2992 2021-07-08 12:20:27,839 - mmaction - INFO - Epoch [117][3560/3757] lr: 1.000e-03, eta: 1 day, 13:07:29, time: 1.074, data_time: 0.033, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4094, loss: 2.4069, grad_norm: 10.4981 2021-07-08 12:20:49,967 - mmaction - INFO - Epoch [117][3580/3757] lr: 1.000e-03, eta: 1 day, 13:07:08, time: 1.106, data_time: 0.056, memory: 6921, loss_aux: 1.0187, top1_acc: 0.6633, top5_acc: 0.8289, loss_cls: 1.4804, loss: 2.4990, grad_norm: 10.3026 2021-07-08 12:21:11,022 - mmaction - INFO - Epoch [117][3600/3757] lr: 1.000e-03, eta: 1 day, 13:06:46, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6602, top5_acc: 0.8273, loss_cls: 1.4471, loss: 2.4468, grad_norm: 10.5606 2021-07-08 12:21:32,035 - mmaction - INFO - Epoch [117][3620/3757] lr: 1.000e-03, eta: 1 day, 13:06:24, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6586, top5_acc: 0.8313, loss_cls: 1.4630, loss: 2.4627, grad_norm: 10.3469 2021-07-08 12:21:53,276 - mmaction - INFO - Epoch [117][3640/3757] lr: 1.000e-03, eta: 1 day, 13:06:03, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4220, loss: 2.4000, grad_norm: 10.2948 2021-07-08 12:22:14,759 - mmaction - INFO - Epoch [117][3660/3757] lr: 1.000e-03, eta: 1 day, 13:05:41, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9895, top1_acc: 0.6648, top5_acc: 0.8461, loss_cls: 1.4123, loss: 2.4018, grad_norm: 10.2328 2021-07-08 12:22:36,199 - mmaction - INFO - Epoch [117][3680/3757] lr: 1.000e-03, eta: 1 day, 13:05:20, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9392, top1_acc: 0.6836, top5_acc: 0.8523, loss_cls: 1.3459, loss: 2.2851, grad_norm: 9.9101 2021-07-08 12:22:57,306 - mmaction - INFO - Epoch [117][3700/3757] lr: 1.000e-03, eta: 1 day, 13:04:58, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6680, top5_acc: 0.8500, loss_cls: 1.4111, loss: 2.4161, grad_norm: 10.3013 2021-07-08 12:23:18,414 - mmaction - INFO - Epoch [117][3720/3757] lr: 1.000e-03, eta: 1 day, 13:04:36, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9608, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3824, loss: 2.3432, grad_norm: 10.1312 2021-07-08 12:23:39,640 - mmaction - INFO - Epoch [117][3740/3757] lr: 1.000e-03, eta: 1 day, 13:04:15, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0170, top1_acc: 0.6547, top5_acc: 0.8344, loss_cls: 1.4508, loss: 2.4678, grad_norm: 10.4489 2021-07-08 12:23:58,022 - mmaction - INFO - Saving checkpoint at 117 epochs 2021-07-08 12:25:00,021 - mmaction - INFO - Epoch [118][20/3757] lr: 1.000e-03, eta: 1 day, 13:03:41, time: 3.018, data_time: 1.980, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4190, loss: 2.4469, grad_norm: 10.4855 2021-07-08 12:25:21,923 - mmaction - INFO - Epoch [118][40/3757] lr: 1.000e-03, eta: 1 day, 13:03:19, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6586, top5_acc: 0.8422, loss_cls: 1.4264, loss: 2.4129, grad_norm: 10.4684 2021-07-08 12:25:43,219 - mmaction - INFO - Epoch [118][60/3757] lr: 1.000e-03, eta: 1 day, 13:02:58, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4451, loss: 2.4257, grad_norm: 10.2950 2021-07-08 12:26:04,320 - mmaction - INFO - Epoch [118][80/3757] lr: 1.000e-03, eta: 1 day, 13:02:36, time: 1.054, data_time: 0.011, memory: 6921, loss_aux: 1.0268, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.4936, loss: 2.5204, grad_norm: 10.6383 2021-07-08 12:26:25,535 - mmaction - INFO - Epoch [118][100/3757] lr: 1.000e-03, eta: 1 day, 13:02:15, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.4102, loss: 2.3682, grad_norm: 10.3438 2021-07-08 12:26:46,597 - mmaction - INFO - Epoch [118][120/3757] lr: 1.000e-03, eta: 1 day, 13:01:53, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9941, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4273, loss: 2.4214, grad_norm: 9.9947 2021-07-08 12:27:07,649 - mmaction - INFO - Epoch [118][140/3757] lr: 1.000e-03, eta: 1 day, 13:01:31, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6484, top5_acc: 0.8406, loss_cls: 1.4858, loss: 2.5057, grad_norm: 10.6025 2021-07-08 12:27:29,387 - mmaction - INFO - Epoch [118][160/3757] lr: 1.000e-03, eta: 1 day, 13:01:10, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6516, top5_acc: 0.8313, loss_cls: 1.5139, loss: 2.5356, grad_norm: 10.5444 2021-07-08 12:27:50,595 - mmaction - INFO - Epoch [118][180/3757] lr: 1.000e-03, eta: 1 day, 13:00:48, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6711, top5_acc: 0.8656, loss_cls: 1.3320, loss: 2.3046, grad_norm: 9.9403 2021-07-08 12:28:11,693 - mmaction - INFO - Epoch [118][200/3757] lr: 1.000e-03, eta: 1 day, 13:00:26, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0271, top1_acc: 0.6414, top5_acc: 0.8398, loss_cls: 1.4985, loss: 2.5255, grad_norm: 10.6090 2021-07-08 12:28:33,315 - mmaction - INFO - Epoch [118][220/3757] lr: 1.000e-03, eta: 1 day, 13:00:05, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 0.9608, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3534, loss: 2.3142, grad_norm: 10.2364 2021-07-08 12:28:54,611 - mmaction - INFO - Epoch [118][240/3757] lr: 1.000e-03, eta: 1 day, 12:59:43, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 1.0345, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4900, loss: 2.5245, grad_norm: 10.5391 2021-07-08 12:29:15,804 - mmaction - INFO - Epoch [118][260/3757] lr: 1.000e-03, eta: 1 day, 12:59:22, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9572, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3433, loss: 2.3005, grad_norm: 10.3347 2021-07-08 12:29:37,032 - mmaction - INFO - Epoch [118][280/3757] lr: 1.000e-03, eta: 1 day, 12:59:00, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9915, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4253, loss: 2.4168, grad_norm: 10.7081 2021-07-08 12:29:58,209 - mmaction - INFO - Epoch [118][300/3757] lr: 1.000e-03, eta: 1 day, 12:58:39, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.3962, loss: 2.3679, grad_norm: 10.3735 2021-07-08 12:30:19,374 - mmaction - INFO - Epoch [118][320/3757] lr: 1.000e-03, eta: 1 day, 12:58:17, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9819, top1_acc: 0.6695, top5_acc: 0.8391, loss_cls: 1.4107, loss: 2.3926, grad_norm: 10.2734 2021-07-08 12:30:40,525 - mmaction - INFO - Epoch [118][340/3757] lr: 1.000e-03, eta: 1 day, 12:57:55, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0169, top1_acc: 0.6516, top5_acc: 0.8273, loss_cls: 1.4805, loss: 2.4975, grad_norm: 10.2708 2021-07-08 12:31:02,360 - mmaction - INFO - Epoch [118][360/3757] lr: 1.000e-03, eta: 1 day, 12:57:34, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9722, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4104, loss: 2.3826, grad_norm: 10.2893 2021-07-08 12:31:23,722 - mmaction - INFO - Epoch [118][380/3757] lr: 1.000e-03, eta: 1 day, 12:57:12, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9909, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.3783, loss: 2.3692, grad_norm: 10.3373 2021-07-08 12:31:44,996 - mmaction - INFO - Epoch [118][400/3757] lr: 1.000e-03, eta: 1 day, 12:56:51, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9854, top1_acc: 0.6641, top5_acc: 0.8391, loss_cls: 1.3969, loss: 2.3824, grad_norm: 10.5715 2021-07-08 12:32:06,048 - mmaction - INFO - Epoch [118][420/3757] lr: 1.000e-03, eta: 1 day, 12:56:29, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0390, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.4779, loss: 2.5169, grad_norm: 10.7629 2021-07-08 12:32:27,081 - mmaction - INFO - Epoch [118][440/3757] lr: 1.000e-03, eta: 1 day, 12:56:07, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0143, top1_acc: 0.6477, top5_acc: 0.8430, loss_cls: 1.4633, loss: 2.4776, grad_norm: 10.7736 2021-07-08 12:32:48,327 - mmaction - INFO - Epoch [118][460/3757] lr: 1.000e-03, eta: 1 day, 12:55:46, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9999, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.4426, loss: 2.4426, grad_norm: 10.3388 2021-07-08 12:33:09,352 - mmaction - INFO - Epoch [118][480/3757] lr: 1.000e-03, eta: 1 day, 12:55:24, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0563, top1_acc: 0.6273, top5_acc: 0.8398, loss_cls: 1.5535, loss: 2.6098, grad_norm: 11.1108 2021-07-08 12:33:30,665 - mmaction - INFO - Epoch [118][500/3757] lr: 1.000e-03, eta: 1 day, 12:55:02, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0260, top1_acc: 0.6484, top5_acc: 0.8258, loss_cls: 1.5140, loss: 2.5400, grad_norm: 10.7155 2021-07-08 12:33:51,675 - mmaction - INFO - Epoch [118][520/3757] lr: 1.000e-03, eta: 1 day, 12:54:41, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.4231, loss: 2.4042, grad_norm: 10.1816 2021-07-08 12:34:12,461 - mmaction - INFO - Epoch [118][540/3757] lr: 1.000e-03, eta: 1 day, 12:54:19, time: 1.039, data_time: 0.004, memory: 6921, loss_aux: 1.0392, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4637, loss: 2.5029, grad_norm: 10.4998 2021-07-08 12:34:33,796 - mmaction - INFO - Epoch [118][560/3757] lr: 1.000e-03, eta: 1 day, 12:53:57, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9589, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.3381, loss: 2.2970, grad_norm: 10.0627 2021-07-08 12:34:55,618 - mmaction - INFO - Epoch [118][580/3757] lr: 1.000e-03, eta: 1 day, 12:53:36, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9920, top1_acc: 0.6625, top5_acc: 0.8594, loss_cls: 1.3830, loss: 2.3750, grad_norm: 10.5378 2021-07-08 12:35:16,666 - mmaction - INFO - Epoch [118][600/3757] lr: 1.000e-03, eta: 1 day, 12:53:14, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9824, top1_acc: 0.6570, top5_acc: 0.8531, loss_cls: 1.4264, loss: 2.4089, grad_norm: 10.6190 2021-07-08 12:35:37,662 - mmaction - INFO - Epoch [118][620/3757] lr: 1.000e-03, eta: 1 day, 12:52:53, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 1.0008, top1_acc: 0.6578, top5_acc: 0.8523, loss_cls: 1.4217, loss: 2.4225, grad_norm: 10.4955 2021-07-08 12:35:58,833 - mmaction - INFO - Epoch [118][640/3757] lr: 1.000e-03, eta: 1 day, 12:52:31, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.4793, loss: 2.4835, grad_norm: 10.4060 2021-07-08 12:36:20,340 - mmaction - INFO - Epoch [118][660/3757] lr: 1.000e-03, eta: 1 day, 12:52:10, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9755, top1_acc: 0.6531, top5_acc: 0.8398, loss_cls: 1.4477, loss: 2.4232, grad_norm: 10.5058 2021-07-08 12:36:41,389 - mmaction - INFO - Epoch [118][680/3757] lr: 1.000e-03, eta: 1 day, 12:51:48, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9876, top1_acc: 0.6664, top5_acc: 0.8414, loss_cls: 1.4319, loss: 2.4195, grad_norm: 10.1244 2021-07-08 12:37:02,604 - mmaction - INFO - Epoch [118][700/3757] lr: 1.000e-03, eta: 1 day, 12:51:26, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9895, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4390, loss: 2.4285, grad_norm: 10.6269 2021-07-08 12:37:23,817 - mmaction - INFO - Epoch [118][720/3757] lr: 1.000e-03, eta: 1 day, 12:51:05, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6648, top5_acc: 0.8562, loss_cls: 1.3753, loss: 2.3328, grad_norm: 10.1728 2021-07-08 12:37:45,718 - mmaction - INFO - Epoch [118][740/3757] lr: 1.000e-03, eta: 1 day, 12:50:43, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 1.0493, top1_acc: 0.6508, top5_acc: 0.8234, loss_cls: 1.4847, loss: 2.5340, grad_norm: 10.4487 2021-07-08 12:38:06,746 - mmaction - INFO - Epoch [118][760/3757] lr: 1.000e-03, eta: 1 day, 12:50:22, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0277, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.4808, loss: 2.5085, grad_norm: 10.4460 2021-07-08 12:38:27,803 - mmaction - INFO - Epoch [118][780/3757] lr: 1.000e-03, eta: 1 day, 12:50:00, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9727, top1_acc: 0.6734, top5_acc: 0.8469, loss_cls: 1.4016, loss: 2.3743, grad_norm: 10.2998 2021-07-08 12:38:48,901 - mmaction - INFO - Epoch [118][800/3757] lr: 1.000e-03, eta: 1 day, 12:49:38, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 0.9777, top1_acc: 0.6773, top5_acc: 0.8492, loss_cls: 1.3767, loss: 2.3543, grad_norm: 10.1230 2021-07-08 12:39:10,436 - mmaction - INFO - Epoch [118][820/3757] lr: 1.000e-03, eta: 1 day, 12:49:17, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 0.9777, top1_acc: 0.6633, top5_acc: 0.8461, loss_cls: 1.4365, loss: 2.4141, grad_norm: 10.2119 2021-07-08 12:39:31,628 - mmaction - INFO - Epoch [118][840/3757] lr: 1.000e-03, eta: 1 day, 12:48:55, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4037, loss: 2.4073, grad_norm: 10.1046 2021-07-08 12:39:52,738 - mmaction - INFO - Epoch [118][860/3757] lr: 1.000e-03, eta: 1 day, 12:48:33, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4233, loss: 2.4099, grad_norm: 10.0481 2021-07-08 12:40:13,873 - mmaction - INFO - Epoch [118][880/3757] lr: 1.000e-03, eta: 1 day, 12:48:12, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3872, loss: 2.3523, grad_norm: 10.0581 2021-07-08 12:40:35,322 - mmaction - INFO - Epoch [118][900/3757] lr: 1.000e-03, eta: 1 day, 12:47:50, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 1.0142, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.4256, loss: 2.4397, grad_norm: 10.6533 2021-07-08 12:40:56,945 - mmaction - INFO - Epoch [118][920/3757] lr: 1.000e-03, eta: 1 day, 12:47:29, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9878, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.4476, loss: 2.4354, grad_norm: 10.2981 2021-07-08 12:41:18,738 - mmaction - INFO - Epoch [118][940/3757] lr: 1.000e-03, eta: 1 day, 12:47:07, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9638, top1_acc: 0.6852, top5_acc: 0.8531, loss_cls: 1.3249, loss: 2.2888, grad_norm: 10.0657 2021-07-08 12:41:39,968 - mmaction - INFO - Epoch [118][960/3757] lr: 1.000e-03, eta: 1 day, 12:46:46, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4410, loss: 2.4524, grad_norm: 10.2127 2021-07-08 12:42:00,948 - mmaction - INFO - Epoch [118][980/3757] lr: 1.000e-03, eta: 1 day, 12:46:24, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9447, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4104, loss: 2.3551, grad_norm: 10.1773 2021-07-08 12:42:21,871 - mmaction - INFO - Epoch [118][1000/3757] lr: 1.000e-03, eta: 1 day, 12:46:02, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9649, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3793, loss: 2.3442, grad_norm: 10.3108 2021-07-08 12:42:42,971 - mmaction - INFO - Epoch [118][1020/3757] lr: 1.000e-03, eta: 1 day, 12:45:41, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3867, loss: 2.3621, grad_norm: 10.3156 2021-07-08 12:43:04,799 - mmaction - INFO - Epoch [118][1040/3757] lr: 1.000e-03, eta: 1 day, 12:45:19, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 0.9612, top1_acc: 0.6625, top5_acc: 0.8422, loss_cls: 1.4019, loss: 2.3631, grad_norm: 10.2695 2021-07-08 12:43:25,809 - mmaction - INFO - Epoch [118][1060/3757] lr: 1.000e-03, eta: 1 day, 12:44:58, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0038, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4337, loss: 2.4375, grad_norm: 10.7542 2021-07-08 12:43:46,834 - mmaction - INFO - Epoch [118][1080/3757] lr: 1.000e-03, eta: 1 day, 12:44:36, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9595, top1_acc: 0.6750, top5_acc: 0.8578, loss_cls: 1.3575, loss: 2.3170, grad_norm: 10.3049 2021-07-08 12:44:08,539 - mmaction - INFO - Epoch [118][1100/3757] lr: 1.000e-03, eta: 1 day, 12:44:14, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4364, loss: 2.4258, grad_norm: 10.6457 2021-07-08 12:44:30,170 - mmaction - INFO - Epoch [118][1120/3757] lr: 1.000e-03, eta: 1 day, 12:43:53, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6617, top5_acc: 0.8289, loss_cls: 1.4426, loss: 2.4254, grad_norm: 10.1998 2021-07-08 12:44:51,137 - mmaction - INFO - Epoch [118][1140/3757] lr: 1.000e-03, eta: 1 day, 12:43:31, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0023, top1_acc: 0.6578, top5_acc: 0.8367, loss_cls: 1.4402, loss: 2.4425, grad_norm: 10.2956 2021-07-08 12:45:12,229 - mmaction - INFO - Epoch [118][1160/3757] lr: 1.000e-03, eta: 1 day, 12:43:10, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.3951, loss: 2.3601, grad_norm: 10.3177 2021-07-08 12:45:33,310 - mmaction - INFO - Epoch [118][1180/3757] lr: 1.000e-03, eta: 1 day, 12:42:48, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9670, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.3997, loss: 2.3667, grad_norm: 10.5296 2021-07-08 12:45:54,641 - mmaction - INFO - Epoch [118][1200/3757] lr: 1.000e-03, eta: 1 day, 12:42:26, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9796, top1_acc: 0.6664, top5_acc: 0.8477, loss_cls: 1.4137, loss: 2.3933, grad_norm: 10.6028 2021-07-08 12:46:16,697 - mmaction - INFO - Epoch [118][1220/3757] lr: 1.000e-03, eta: 1 day, 12:42:05, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 0.9532, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3765, loss: 2.3297, grad_norm: 10.2469 2021-07-08 12:46:37,703 - mmaction - INFO - Epoch [118][1240/3757] lr: 1.000e-03, eta: 1 day, 12:41:43, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0410, top1_acc: 0.6266, top5_acc: 0.8359, loss_cls: 1.5465, loss: 2.5875, grad_norm: 11.0113 2021-07-08 12:46:59,001 - mmaction - INFO - Epoch [118][1260/3757] lr: 1.000e-03, eta: 1 day, 12:41:22, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9714, top1_acc: 0.6789, top5_acc: 0.8500, loss_cls: 1.3954, loss: 2.3668, grad_norm: 10.1854 2021-07-08 12:47:20,058 - mmaction - INFO - Epoch [118][1280/3757] lr: 1.000e-03, eta: 1 day, 12:41:00, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0251, top1_acc: 0.6570, top5_acc: 0.8273, loss_cls: 1.4819, loss: 2.5069, grad_norm: 10.5305 2021-07-08 12:47:41,000 - mmaction - INFO - Epoch [118][1300/3757] lr: 1.000e-03, eta: 1 day, 12:40:38, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6578, top5_acc: 0.8516, loss_cls: 1.3888, loss: 2.3730, grad_norm: 10.8992 2021-07-08 12:48:02,309 - mmaction - INFO - Epoch [118][1320/3757] lr: 1.000e-03, eta: 1 day, 12:40:17, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0349, top1_acc: 0.6547, top5_acc: 0.8320, loss_cls: 1.4905, loss: 2.5254, grad_norm: 10.4898 2021-07-08 12:48:23,766 - mmaction - INFO - Epoch [118][1340/3757] lr: 1.000e-03, eta: 1 day, 12:39:55, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9913, top1_acc: 0.6656, top5_acc: 0.8391, loss_cls: 1.4033, loss: 2.3946, grad_norm: 10.2281 2021-07-08 12:48:44,620 - mmaction - INFO - Epoch [118][1360/3757] lr: 1.000e-03, eta: 1 day, 12:39:34, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 0.9935, top1_acc: 0.6539, top5_acc: 0.8320, loss_cls: 1.4680, loss: 2.4616, grad_norm: 10.2783 2021-07-08 12:49:05,985 - mmaction - INFO - Epoch [118][1380/3757] lr: 1.000e-03, eta: 1 day, 12:39:12, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0304, top1_acc: 0.6578, top5_acc: 0.8336, loss_cls: 1.4967, loss: 2.5271, grad_norm: 10.7981 2021-07-08 12:49:27,513 - mmaction - INFO - Epoch [118][1400/3757] lr: 1.000e-03, eta: 1 day, 12:38:51, time: 1.077, data_time: 0.022, memory: 6921, loss_aux: 0.9979, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.4698, loss: 2.4677, grad_norm: 10.4404 2021-07-08 12:49:48,661 - mmaction - INFO - Epoch [118][1420/3757] lr: 1.000e-03, eta: 1 day, 12:38:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6633, top5_acc: 0.8562, loss_cls: 1.3771, loss: 2.3607, grad_norm: 10.4120 2021-07-08 12:50:09,844 - mmaction - INFO - Epoch [118][1440/3757] lr: 1.000e-03, eta: 1 day, 12:38:07, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6398, top5_acc: 0.8398, loss_cls: 1.4416, loss: 2.4396, grad_norm: 10.7718 2021-07-08 12:50:31,072 - mmaction - INFO - Epoch [118][1460/3757] lr: 1.000e-03, eta: 1 day, 12:37:46, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0358, top1_acc: 0.6469, top5_acc: 0.8414, loss_cls: 1.4760, loss: 2.5118, grad_norm: 10.8147 2021-07-08 12:50:52,928 - mmaction - INFO - Epoch [118][1480/3757] lr: 1.000e-03, eta: 1 day, 12:37:24, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9909, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4562, loss: 2.4471, grad_norm: 10.5392 2021-07-08 12:51:14,179 - mmaction - INFO - Epoch [118][1500/3757] lr: 1.000e-03, eta: 1 day, 12:37:03, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9926, top1_acc: 0.6813, top5_acc: 0.8461, loss_cls: 1.3995, loss: 2.3921, grad_norm: 10.2309 2021-07-08 12:51:35,102 - mmaction - INFO - Epoch [118][1520/3757] lr: 1.000e-03, eta: 1 day, 12:36:41, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9623, top1_acc: 0.6891, top5_acc: 0.8523, loss_cls: 1.3405, loss: 2.3028, grad_norm: 9.9554 2021-07-08 12:51:56,345 - mmaction - INFO - Epoch [118][1540/3757] lr: 1.000e-03, eta: 1 day, 12:36:19, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.0206, top1_acc: 0.6547, top5_acc: 0.8359, loss_cls: 1.4670, loss: 2.4876, grad_norm: 10.5618 2021-07-08 12:52:17,552 - mmaction - INFO - Epoch [118][1560/3757] lr: 1.000e-03, eta: 1 day, 12:35:58, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4105, loss: 2.4072, grad_norm: 10.5452 2021-07-08 12:52:39,822 - mmaction - INFO - Epoch [118][1580/3757] lr: 1.000e-03, eta: 1 day, 12:35:36, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 0.9950, top1_acc: 0.6539, top5_acc: 0.8406, loss_cls: 1.4896, loss: 2.4845, grad_norm: 10.5624 2021-07-08 12:53:01,189 - mmaction - INFO - Epoch [118][1600/3757] lr: 1.000e-03, eta: 1 day, 12:35:15, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0206, top1_acc: 0.6492, top5_acc: 0.8438, loss_cls: 1.4736, loss: 2.4942, grad_norm: 10.6449 2021-07-08 12:53:22,561 - mmaction - INFO - Epoch [118][1620/3757] lr: 1.000e-03, eta: 1 day, 12:34:53, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 0.9541, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3210, loss: 2.2750, grad_norm: 10.1844 2021-07-08 12:53:43,742 - mmaction - INFO - Epoch [118][1640/3757] lr: 1.000e-03, eta: 1 day, 12:34:32, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9569, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3741, loss: 2.3309, grad_norm: 10.3538 2021-07-08 12:54:05,050 - mmaction - INFO - Epoch [118][1660/3757] lr: 1.000e-03, eta: 1 day, 12:34:10, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9885, top1_acc: 0.6523, top5_acc: 0.8383, loss_cls: 1.4646, loss: 2.4531, grad_norm: 10.4544 2021-07-08 12:54:26,214 - mmaction - INFO - Epoch [118][1680/3757] lr: 1.000e-03, eta: 1 day, 12:33:48, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6797, top5_acc: 0.8352, loss_cls: 1.4251, loss: 2.4052, grad_norm: 10.5242 2021-07-08 12:54:47,413 - mmaction - INFO - Epoch [118][1700/3757] lr: 1.000e-03, eta: 1 day, 12:33:27, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0000, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4262, loss: 2.4262, grad_norm: 10.3646 2021-07-08 12:55:08,549 - mmaction - INFO - Epoch [118][1720/3757] lr: 1.000e-03, eta: 1 day, 12:33:05, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0279, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.4764, loss: 2.5042, grad_norm: 10.6516 2021-07-08 12:55:29,750 - mmaction - INFO - Epoch [118][1740/3757] lr: 1.000e-03, eta: 1 day, 12:32:44, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9758, top1_acc: 0.6742, top5_acc: 0.8445, loss_cls: 1.3581, loss: 2.3340, grad_norm: 9.8738 2021-07-08 12:55:50,810 - mmaction - INFO - Epoch [118][1760/3757] lr: 1.000e-03, eta: 1 day, 12:32:22, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9630, top1_acc: 0.6750, top5_acc: 0.8570, loss_cls: 1.3653, loss: 2.3283, grad_norm: 10.3634 2021-07-08 12:56:11,897 - mmaction - INFO - Epoch [118][1780/3757] lr: 1.000e-03, eta: 1 day, 12:32:00, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3924, loss: 2.3926, grad_norm: 10.3152 2021-07-08 12:56:33,349 - mmaction - INFO - Epoch [118][1800/3757] lr: 1.000e-03, eta: 1 day, 12:31:39, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 1.0183, top1_acc: 0.6422, top5_acc: 0.8438, loss_cls: 1.4848, loss: 2.5031, grad_norm: 10.6290 2021-07-08 12:56:54,534 - mmaction - INFO - Epoch [118][1820/3757] lr: 1.000e-03, eta: 1 day, 12:31:17, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0123, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4653, loss: 2.4776, grad_norm: 10.5381 2021-07-08 12:57:16,103 - mmaction - INFO - Epoch [118][1840/3757] lr: 1.000e-03, eta: 1 day, 12:30:56, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 1.0128, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4601, loss: 2.4729, grad_norm: 10.4523 2021-07-08 12:57:37,059 - mmaction - INFO - Epoch [118][1860/3757] lr: 1.000e-03, eta: 1 day, 12:30:34, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0331, top1_acc: 0.6461, top5_acc: 0.8258, loss_cls: 1.5119, loss: 2.5450, grad_norm: 10.6652 2021-07-08 12:57:57,960 - mmaction - INFO - Epoch [118][1880/3757] lr: 1.000e-03, eta: 1 day, 12:30:12, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 0.9599, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3633, loss: 2.3232, grad_norm: 10.4293 2021-07-08 12:58:19,177 - mmaction - INFO - Epoch [118][1900/3757] lr: 1.000e-03, eta: 1 day, 12:29:51, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0100, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4095, loss: 2.4196, grad_norm: 10.5025 2021-07-08 12:58:40,763 - mmaction - INFO - Epoch [118][1920/3757] lr: 1.000e-03, eta: 1 day, 12:29:29, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.3831, loss: 2.3731, grad_norm: 10.3676 2021-07-08 12:59:02,014 - mmaction - INFO - Epoch [118][1940/3757] lr: 1.000e-03, eta: 1 day, 12:29:07, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0129, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4283, loss: 2.4411, grad_norm: 10.3076 2021-07-08 12:59:23,270 - mmaction - INFO - Epoch [118][1960/3757] lr: 1.000e-03, eta: 1 day, 12:28:46, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6813, top5_acc: 0.8750, loss_cls: 1.2942, loss: 2.2501, grad_norm: 9.9896 2021-07-08 12:59:44,311 - mmaction - INFO - Epoch [118][1980/3757] lr: 1.000e-03, eta: 1 day, 12:28:24, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9660, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.4168, loss: 2.3828, grad_norm: 10.4124 2021-07-08 13:00:05,534 - mmaction - INFO - Epoch [118][2000/3757] lr: 1.000e-03, eta: 1 day, 12:28:03, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9697, top1_acc: 0.6750, top5_acc: 0.8375, loss_cls: 1.3795, loss: 2.3492, grad_norm: 10.1448 2021-07-08 13:00:27,099 - mmaction - INFO - Epoch [118][2020/3757] lr: 1.000e-03, eta: 1 day, 12:27:41, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.0066, top1_acc: 0.6641, top5_acc: 0.8375, loss_cls: 1.4305, loss: 2.4371, grad_norm: 10.5564 2021-07-08 13:00:48,325 - mmaction - INFO - Epoch [118][2040/3757] lr: 1.000e-03, eta: 1 day, 12:27:19, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6555, top5_acc: 0.8375, loss_cls: 1.4328, loss: 2.4148, grad_norm: 10.3853 2021-07-08 13:01:09,441 - mmaction - INFO - Epoch [118][2060/3757] lr: 1.000e-03, eta: 1 day, 12:26:58, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4785, loss: 2.4939, grad_norm: 10.5593 2021-07-08 13:01:30,534 - mmaction - INFO - Epoch [118][2080/3757] lr: 1.000e-03, eta: 1 day, 12:26:36, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9928, top1_acc: 0.6734, top5_acc: 0.8508, loss_cls: 1.4025, loss: 2.3953, grad_norm: 10.2993 2021-07-08 13:01:51,726 - mmaction - INFO - Epoch [118][2100/3757] lr: 1.000e-03, eta: 1 day, 12:26:15, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6680, top5_acc: 0.8633, loss_cls: 1.3691, loss: 2.3484, grad_norm: 10.2864 2021-07-08 13:02:13,087 - mmaction - INFO - Epoch [118][2120/3757] lr: 1.000e-03, eta: 1 day, 12:25:53, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0020, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.4688, loss: 2.4708, grad_norm: 10.6009 2021-07-08 13:02:34,984 - mmaction - INFO - Epoch [118][2140/3757] lr: 1.000e-03, eta: 1 day, 12:25:32, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.0477, top1_acc: 0.6406, top5_acc: 0.8281, loss_cls: 1.5188, loss: 2.5665, grad_norm: 10.7943 2021-07-08 13:02:56,067 - mmaction - INFO - Epoch [118][2160/3757] lr: 1.000e-03, eta: 1 day, 12:25:10, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0100, top1_acc: 0.6555, top5_acc: 0.8320, loss_cls: 1.4706, loss: 2.4806, grad_norm: 10.7084 2021-07-08 13:03:17,208 - mmaction - INFO - Epoch [118][2180/3757] lr: 1.000e-03, eta: 1 day, 12:24:48, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9839, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.4266, loss: 2.4105, grad_norm: 10.1291 2021-07-08 13:03:38,291 - mmaction - INFO - Epoch [118][2200/3757] lr: 1.000e-03, eta: 1 day, 12:24:27, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0957, top1_acc: 0.6070, top5_acc: 0.8195, loss_cls: 1.6211, loss: 2.7168, grad_norm: 11.0071 2021-07-08 13:03:59,499 - mmaction - INFO - Epoch [118][2220/3757] lr: 1.000e-03, eta: 1 day, 12:24:05, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3884, loss: 2.3783, grad_norm: 10.0682 2021-07-08 13:04:20,524 - mmaction - INFO - Epoch [118][2240/3757] lr: 1.000e-03, eta: 1 day, 12:23:43, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0353, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4409, loss: 2.4762, grad_norm: 10.6143 2021-07-08 13:04:43,198 - mmaction - INFO - Epoch [118][2260/3757] lr: 1.000e-03, eta: 1 day, 12:23:22, time: 1.134, data_time: 0.002, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6570, top5_acc: 0.8391, loss_cls: 1.4343, loss: 2.4151, grad_norm: 10.4374 2021-07-08 13:05:03,940 - mmaction - INFO - Epoch [118][2280/3757] lr: 1.000e-03, eta: 1 day, 12:23:00, time: 1.038, data_time: 0.003, memory: 6921, loss_aux: 1.0078, top1_acc: 0.6656, top5_acc: 0.8391, loss_cls: 1.4880, loss: 2.4958, grad_norm: 10.6213 2021-07-08 13:05:25,412 - mmaction - INFO - Epoch [118][2300/3757] lr: 1.000e-03, eta: 1 day, 12:22:39, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9664, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3871, loss: 2.3535, grad_norm: 10.0397 2021-07-08 13:05:46,526 - mmaction - INFO - Epoch [118][2320/3757] lr: 1.000e-03, eta: 1 day, 12:22:17, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6852, top5_acc: 0.8461, loss_cls: 1.3602, loss: 2.3183, grad_norm: 9.9970 2021-07-08 13:06:07,628 - mmaction - INFO - Epoch [118][2340/3757] lr: 1.000e-03, eta: 1 day, 12:21:56, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9834, top1_acc: 0.6633, top5_acc: 0.8578, loss_cls: 1.4022, loss: 2.3855, grad_norm: 10.4547 2021-07-08 13:06:28,952 - mmaction - INFO - Epoch [118][2360/3757] lr: 1.000e-03, eta: 1 day, 12:21:34, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9493, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.3212, loss: 2.2704, grad_norm: 10.1845 2021-07-08 13:06:50,143 - mmaction - INFO - Epoch [118][2380/3757] lr: 1.000e-03, eta: 1 day, 12:21:12, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0151, top1_acc: 0.6477, top5_acc: 0.8352, loss_cls: 1.4965, loss: 2.5117, grad_norm: 10.6859 2021-07-08 13:07:11,311 - mmaction - INFO - Epoch [118][2400/3757] lr: 1.000e-03, eta: 1 day, 12:20:51, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9428, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3496, loss: 2.2924, grad_norm: 10.1863 2021-07-08 13:07:32,443 - mmaction - INFO - Epoch [118][2420/3757] lr: 1.000e-03, eta: 1 day, 12:20:29, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6477, top5_acc: 0.8422, loss_cls: 1.4570, loss: 2.4265, grad_norm: 10.6357 2021-07-08 13:07:53,567 - mmaction - INFO - Epoch [118][2440/3757] lr: 1.000e-03, eta: 1 day, 12:20:08, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 1.0438, top1_acc: 0.6484, top5_acc: 0.8297, loss_cls: 1.4755, loss: 2.5192, grad_norm: 10.6496 2021-07-08 13:08:14,658 - mmaction - INFO - Epoch [118][2460/3757] lr: 1.000e-03, eta: 1 day, 12:19:46, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6539, top5_acc: 0.8531, loss_cls: 1.4021, loss: 2.3783, grad_norm: 10.3806 2021-07-08 13:08:35,717 - mmaction - INFO - Epoch [118][2480/3757] lr: 1.000e-03, eta: 1 day, 12:19:24, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 0.9423, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3406, loss: 2.2828, grad_norm: 10.1790 2021-07-08 13:08:57,313 - mmaction - INFO - Epoch [118][2500/3757] lr: 1.000e-03, eta: 1 day, 12:19:03, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6430, top5_acc: 0.8320, loss_cls: 1.5137, loss: 2.5276, grad_norm: 10.5204 2021-07-08 13:09:18,428 - mmaction - INFO - Epoch [118][2520/3757] lr: 1.000e-03, eta: 1 day, 12:18:41, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0578, top1_acc: 0.6359, top5_acc: 0.8219, loss_cls: 1.5541, loss: 2.6119, grad_norm: 10.6228 2021-07-08 13:09:39,875 - mmaction - INFO - Epoch [118][2540/3757] lr: 1.000e-03, eta: 1 day, 12:18:20, time: 1.072, data_time: 0.034, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4063, loss: 2.3904, grad_norm: 10.4795 2021-07-08 13:10:00,973 - mmaction - INFO - Epoch [118][2560/3757] lr: 1.000e-03, eta: 1 day, 12:17:58, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0567, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.5097, loss: 2.5664, grad_norm: 10.6849 2021-07-08 13:10:22,221 - mmaction - INFO - Epoch [118][2580/3757] lr: 1.000e-03, eta: 1 day, 12:17:36, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0519, top1_acc: 0.6266, top5_acc: 0.8297, loss_cls: 1.5556, loss: 2.6076, grad_norm: 10.8483 2021-07-08 13:10:43,240 - mmaction - INFO - Epoch [118][2600/3757] lr: 1.000e-03, eta: 1 day, 12:17:15, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0150, top1_acc: 0.6375, top5_acc: 0.8477, loss_cls: 1.4865, loss: 2.5014, grad_norm: 10.7828 2021-07-08 13:11:04,657 - mmaction - INFO - Epoch [118][2620/3757] lr: 1.000e-03, eta: 1 day, 12:16:53, time: 1.073, data_time: 0.008, memory: 6921, loss_aux: 0.9674, top1_acc: 0.6508, top5_acc: 0.8500, loss_cls: 1.4017, loss: 2.3691, grad_norm: 10.3551 2021-07-08 13:11:25,721 - mmaction - INFO - Epoch [118][2640/3757] lr: 1.000e-03, eta: 1 day, 12:16:31, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9941, top1_acc: 0.6711, top5_acc: 0.8469, loss_cls: 1.4347, loss: 2.4288, grad_norm: 10.4622 2021-07-08 13:11:47,107 - mmaction - INFO - Epoch [118][2660/3757] lr: 1.000e-03, eta: 1 day, 12:16:10, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0120, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4337, loss: 2.4457, grad_norm: 10.3640 2021-07-08 13:12:08,357 - mmaction - INFO - Epoch [118][2680/3757] lr: 1.000e-03, eta: 1 day, 12:15:48, time: 1.063, data_time: 0.007, memory: 6921, loss_aux: 0.9579, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3836, loss: 2.3415, grad_norm: 10.1853 2021-07-08 13:12:29,274 - mmaction - INFO - Epoch [118][2700/3757] lr: 1.000e-03, eta: 1 day, 12:15:27, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9669, top1_acc: 0.6922, top5_acc: 0.8477, loss_cls: 1.3704, loss: 2.3373, grad_norm: 10.3978 2021-07-08 13:12:50,552 - mmaction - INFO - Epoch [118][2720/3757] lr: 1.000e-03, eta: 1 day, 12:15:05, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.3975, loss: 2.3727, grad_norm: 10.4708 2021-07-08 13:13:11,659 - mmaction - INFO - Epoch [118][2740/3757] lr: 1.000e-03, eta: 1 day, 12:14:43, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9960, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4502, loss: 2.4462, grad_norm: 10.2605 2021-07-08 13:13:33,039 - mmaction - INFO - Epoch [118][2760/3757] lr: 1.000e-03, eta: 1 day, 12:14:22, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 1.0399, top1_acc: 0.6555, top5_acc: 0.8320, loss_cls: 1.4823, loss: 2.5222, grad_norm: 10.5335 2021-07-08 13:13:54,296 - mmaction - INFO - Epoch [118][2780/3757] lr: 1.000e-03, eta: 1 day, 12:14:00, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0102, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.4133, loss: 2.4235, grad_norm: 10.4962 2021-07-08 13:14:15,491 - mmaction - INFO - Epoch [118][2800/3757] lr: 1.000e-03, eta: 1 day, 12:13:39, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6750, top5_acc: 0.8352, loss_cls: 1.4356, loss: 2.4398, grad_norm: 10.3832 2021-07-08 13:14:36,501 - mmaction - INFO - Epoch [118][2820/3757] lr: 1.000e-03, eta: 1 day, 12:13:17, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6570, top5_acc: 0.8461, loss_cls: 1.4457, loss: 2.4451, grad_norm: 10.4547 2021-07-08 13:14:58,268 - mmaction - INFO - Epoch [118][2840/3757] lr: 1.000e-03, eta: 1 day, 12:12:55, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6633, top5_acc: 0.8414, loss_cls: 1.4118, loss: 2.3785, grad_norm: 10.5708 2021-07-08 13:15:19,468 - mmaction - INFO - Epoch [118][2860/3757] lr: 1.000e-03, eta: 1 day, 12:12:34, time: 1.062, data_time: 0.007, memory: 6921, loss_aux: 0.9566, top1_acc: 0.6750, top5_acc: 0.8656, loss_cls: 1.3457, loss: 2.3023, grad_norm: 10.5025 2021-07-08 13:15:40,544 - mmaction - INFO - Epoch [118][2880/3757] lr: 1.000e-03, eta: 1 day, 12:12:12, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6555, top5_acc: 0.8320, loss_cls: 1.4853, loss: 2.4854, grad_norm: 10.4453 2021-07-08 13:16:01,726 - mmaction - INFO - Epoch [118][2900/3757] lr: 1.000e-03, eta: 1 day, 12:11:51, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0151, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.4720, loss: 2.4872, grad_norm: 10.4086 2021-07-08 13:16:22,886 - mmaction - INFO - Epoch [118][2920/3757] lr: 1.000e-03, eta: 1 day, 12:11:29, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6867, top5_acc: 0.8531, loss_cls: 1.3620, loss: 2.3233, grad_norm: 10.0055 2021-07-08 13:16:44,168 - mmaction - INFO - Epoch [118][2940/3757] lr: 1.000e-03, eta: 1 day, 12:11:07, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0092, top1_acc: 0.6461, top5_acc: 0.8344, loss_cls: 1.4343, loss: 2.4435, grad_norm: 10.3171 2021-07-08 13:17:05,244 - mmaction - INFO - Epoch [118][2960/3757] lr: 1.000e-03, eta: 1 day, 12:10:46, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4051, loss: 2.3865, grad_norm: 10.3095 2021-07-08 13:17:26,406 - mmaction - INFO - Epoch [118][2980/3757] lr: 1.000e-03, eta: 1 day, 12:10:24, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0555, top1_acc: 0.6312, top5_acc: 0.8289, loss_cls: 1.5385, loss: 2.5940, grad_norm: 10.8956 2021-07-08 13:17:47,362 - mmaction - INFO - Epoch [118][3000/3757] lr: 1.000e-03, eta: 1 day, 12:10:02, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9625, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.3630, loss: 2.3255, grad_norm: 10.4375 2021-07-08 13:18:08,641 - mmaction - INFO - Epoch [118][3020/3757] lr: 1.000e-03, eta: 1 day, 12:09:41, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9527, top1_acc: 0.6734, top5_acc: 0.8367, loss_cls: 1.3970, loss: 2.3497, grad_norm: 10.0637 2021-07-08 13:18:29,748 - mmaction - INFO - Epoch [118][3040/3757] lr: 1.000e-03, eta: 1 day, 12:09:19, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0083, top1_acc: 0.6609, top5_acc: 0.8406, loss_cls: 1.4581, loss: 2.4663, grad_norm: 10.3220 2021-07-08 13:18:50,797 - mmaction - INFO - Epoch [118][3060/3757] lr: 1.000e-03, eta: 1 day, 12:08:58, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9597, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3316, loss: 2.2913, grad_norm: 10.2402 2021-07-08 13:19:12,032 - mmaction - INFO - Epoch [118][3080/3757] lr: 1.000e-03, eta: 1 day, 12:08:36, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6805, top5_acc: 0.8469, loss_cls: 1.3736, loss: 2.3393, grad_norm: 10.2568 2021-07-08 13:19:33,267 - mmaction - INFO - Epoch [118][3100/3757] lr: 1.000e-03, eta: 1 day, 12:08:14, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6508, top5_acc: 0.8352, loss_cls: 1.4767, loss: 2.5067, grad_norm: 10.3793 2021-07-08 13:19:54,650 - mmaction - INFO - Epoch [118][3120/3757] lr: 1.000e-03, eta: 1 day, 12:07:53, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0258, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5438, loss: 2.5696, grad_norm: 11.1365 2021-07-08 13:20:15,728 - mmaction - INFO - Epoch [118][3140/3757] lr: 1.000e-03, eta: 1 day, 12:07:31, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6555, top5_acc: 0.8531, loss_cls: 1.3939, loss: 2.3834, grad_norm: 10.5309 2021-07-08 13:20:36,870 - mmaction - INFO - Epoch [118][3160/3757] lr: 1.000e-03, eta: 1 day, 12:07:09, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9741, top1_acc: 0.6719, top5_acc: 0.8625, loss_cls: 1.3472, loss: 2.3213, grad_norm: 10.2452 2021-07-08 13:20:58,474 - mmaction - INFO - Epoch [118][3180/3757] lr: 1.000e-03, eta: 1 day, 12:06:48, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.0113, top1_acc: 0.6508, top5_acc: 0.8430, loss_cls: 1.4460, loss: 2.4573, grad_norm: 10.3859 2021-07-08 13:21:19,565 - mmaction - INFO - Epoch [118][3200/3757] lr: 1.000e-03, eta: 1 day, 12:06:26, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0399, top1_acc: 0.6445, top5_acc: 0.8313, loss_cls: 1.4938, loss: 2.5338, grad_norm: 10.4911 2021-07-08 13:21:40,751 - mmaction - INFO - Epoch [118][3220/3757] lr: 1.000e-03, eta: 1 day, 12:06:05, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9917, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4054, loss: 2.3971, grad_norm: 10.3638 2021-07-08 13:22:01,907 - mmaction - INFO - Epoch [118][3240/3757] lr: 1.000e-03, eta: 1 day, 12:05:43, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9629, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4248, loss: 2.3877, grad_norm: 10.5525 2021-07-08 13:22:23,802 - mmaction - INFO - Epoch [118][3260/3757] lr: 1.000e-03, eta: 1 day, 12:05:22, time: 1.096, data_time: 0.038, memory: 6921, loss_aux: 1.0284, top1_acc: 0.6492, top5_acc: 0.8266, loss_cls: 1.4951, loss: 2.5235, grad_norm: 10.2927 2021-07-08 13:22:44,812 - mmaction - INFO - Epoch [118][3280/3757] lr: 1.000e-03, eta: 1 day, 12:05:00, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.0082, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.4231, loss: 2.4313, grad_norm: 10.1741 2021-07-08 13:23:06,932 - mmaction - INFO - Epoch [118][3300/3757] lr: 1.000e-03, eta: 1 day, 12:04:39, time: 1.106, data_time: 0.001, memory: 6921, loss_aux: 0.9758, top1_acc: 0.6625, top5_acc: 0.8445, loss_cls: 1.4238, loss: 2.3996, grad_norm: 10.4444 2021-07-08 13:23:29,253 - mmaction - INFO - Epoch [118][3320/3757] lr: 1.000e-03, eta: 1 day, 12:04:17, time: 1.112, data_time: 0.001, memory: 6921, loss_aux: 0.9519, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3178, loss: 2.2697, grad_norm: 10.3875 2021-07-08 13:23:50,607 - mmaction - INFO - Epoch [118][3340/3757] lr: 1.000e-03, eta: 1 day, 12:03:56, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 0.9484, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3376, loss: 2.2860, grad_norm: 10.5765 2021-07-08 13:24:11,701 - mmaction - INFO - Epoch [118][3360/3757] lr: 1.000e-03, eta: 1 day, 12:03:34, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9744, top1_acc: 0.6422, top5_acc: 0.8391, loss_cls: 1.4398, loss: 2.4141, grad_norm: 10.4354 2021-07-08 13:24:32,837 - mmaction - INFO - Epoch [118][3380/3757] lr: 1.000e-03, eta: 1 day, 12:03:12, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0472, top1_acc: 0.6414, top5_acc: 0.8281, loss_cls: 1.5129, loss: 2.5600, grad_norm: 10.6016 2021-07-08 13:24:53,941 - mmaction - INFO - Epoch [118][3400/3757] lr: 1.000e-03, eta: 1 day, 12:02:51, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9740, top1_acc: 0.6727, top5_acc: 0.8484, loss_cls: 1.4221, loss: 2.3961, grad_norm: 10.3769 2021-07-08 13:25:16,165 - mmaction - INFO - Epoch [118][3420/3757] lr: 1.000e-03, eta: 1 day, 12:02:30, time: 1.111, data_time: 0.056, memory: 6921, loss_aux: 1.0001, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4578, loss: 2.4580, grad_norm: 10.2618 2021-07-08 13:25:37,135 - mmaction - INFO - Epoch [118][3440/3757] lr: 1.000e-03, eta: 1 day, 12:02:08, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0125, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.4784, loss: 2.4910, grad_norm: 10.4701 2021-07-08 13:25:58,187 - mmaction - INFO - Epoch [118][3460/3757] lr: 1.000e-03, eta: 1 day, 12:01:46, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0080, top1_acc: 0.6500, top5_acc: 0.8477, loss_cls: 1.4506, loss: 2.4586, grad_norm: 10.5066 2021-07-08 13:26:19,704 - mmaction - INFO - Epoch [118][3480/3757] lr: 1.000e-03, eta: 1 day, 12:01:25, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 0.9684, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3876, loss: 2.3560, grad_norm: 10.3082 2021-07-08 13:26:40,936 - mmaction - INFO - Epoch [118][3500/3757] lr: 1.000e-03, eta: 1 day, 12:01:03, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9845, top1_acc: 0.6687, top5_acc: 0.8453, loss_cls: 1.4088, loss: 2.3934, grad_norm: 10.1393 2021-07-08 13:27:02,247 - mmaction - INFO - Epoch [118][3520/3757] lr: 1.000e-03, eta: 1 day, 12:00:41, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0077, top1_acc: 0.6523, top5_acc: 0.8430, loss_cls: 1.4756, loss: 2.4833, grad_norm: 10.1568 2021-07-08 13:27:23,416 - mmaction - INFO - Epoch [118][3540/3757] lr: 1.000e-03, eta: 1 day, 12:00:20, time: 1.058, data_time: 0.007, memory: 6921, loss_aux: 1.0203, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4777, loss: 2.4980, grad_norm: 10.3557 2021-07-08 13:27:44,748 - mmaction - INFO - Epoch [118][3560/3757] lr: 1.000e-03, eta: 1 day, 11:59:58, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6539, top5_acc: 0.8500, loss_cls: 1.4282, loss: 2.4111, grad_norm: 10.7872 2021-07-08 13:28:06,186 - mmaction - INFO - Epoch [118][3580/3757] lr: 1.000e-03, eta: 1 day, 11:59:37, time: 1.073, data_time: 0.016, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3947, loss: 2.3777, grad_norm: 10.5540 2021-07-08 13:28:27,584 - mmaction - INFO - Epoch [118][3600/3757] lr: 1.000e-03, eta: 1 day, 11:59:15, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4356, loss: 2.4264, grad_norm: 10.4125 2021-07-08 13:28:49,556 - mmaction - INFO - Epoch [118][3620/3757] lr: 1.000e-03, eta: 1 day, 11:58:54, time: 1.099, data_time: 0.053, memory: 6921, loss_aux: 0.9961, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.3904, loss: 2.3865, grad_norm: 10.1949 2021-07-08 13:29:10,694 - mmaction - INFO - Epoch [118][3640/3757] lr: 1.000e-03, eta: 1 day, 11:58:32, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4450, loss: 2.4561, grad_norm: 10.7991 2021-07-08 13:29:32,812 - mmaction - INFO - Epoch [118][3660/3757] lr: 1.000e-03, eta: 1 day, 11:58:11, time: 1.106, data_time: 0.001, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6578, top5_acc: 0.8313, loss_cls: 1.4902, loss: 2.5255, grad_norm: 10.5735 2021-07-08 13:29:53,811 - mmaction - INFO - Epoch [118][3680/3757] lr: 1.000e-03, eta: 1 day, 11:57:49, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0284, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.5197, loss: 2.5481, grad_norm: 10.3082 2021-07-08 13:30:15,407 - mmaction - INFO - Epoch [118][3700/3757] lr: 1.000e-03, eta: 1 day, 11:57:28, time: 1.079, data_time: 0.043, memory: 6921, loss_aux: 1.0151, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4171, loss: 2.4322, grad_norm: 10.4055 2021-07-08 13:30:36,644 - mmaction - INFO - Epoch [118][3720/3757] lr: 1.000e-03, eta: 1 day, 11:57:06, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0092, top1_acc: 0.6672, top5_acc: 0.8289, loss_cls: 1.4594, loss: 2.4686, grad_norm: 10.6209 2021-07-08 13:30:57,790 - mmaction - INFO - Epoch [118][3740/3757] lr: 1.000e-03, eta: 1 day, 11:56:44, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0074, top1_acc: 0.6594, top5_acc: 0.8430, loss_cls: 1.4288, loss: 2.4362, grad_norm: 10.5591 2021-07-08 13:31:16,797 - mmaction - INFO - Saving checkpoint at 118 epochs 2021-07-08 13:32:19,630 - mmaction - INFO - Epoch [119][20/3757] lr: 1.000e-03, eta: 1 day, 11:56:10, time: 3.064, data_time: 1.956, memory: 6921, loss_aux: 0.9923, top1_acc: 0.6547, top5_acc: 0.8383, loss_cls: 1.4399, loss: 2.4322, grad_norm: 10.3560 2021-07-08 13:32:40,713 - mmaction - INFO - Epoch [119][40/3757] lr: 1.000e-03, eta: 1 day, 11:55:49, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.0317, top1_acc: 0.6406, top5_acc: 0.8297, loss_cls: 1.5158, loss: 2.5474, grad_norm: 10.7056 2021-07-08 13:33:01,710 - mmaction - INFO - Epoch [119][60/3757] lr: 1.000e-03, eta: 1 day, 11:55:27, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9983, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4529, loss: 2.4513, grad_norm: 10.4221 2021-07-08 13:33:22,835 - mmaction - INFO - Epoch [119][80/3757] lr: 1.000e-03, eta: 1 day, 11:55:05, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6695, top5_acc: 0.8398, loss_cls: 1.4202, loss: 2.4048, grad_norm: 10.1104 2021-07-08 13:33:43,917 - mmaction - INFO - Epoch [119][100/3757] lr: 1.000e-03, eta: 1 day, 11:54:44, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 0.9772, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3607, loss: 2.3379, grad_norm: 10.5127 2021-07-08 13:34:05,304 - mmaction - INFO - Epoch [119][120/3757] lr: 1.000e-03, eta: 1 day, 11:54:22, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9739, top1_acc: 0.6656, top5_acc: 0.8633, loss_cls: 1.3225, loss: 2.2964, grad_norm: 10.0615 2021-07-08 13:34:26,683 - mmaction - INFO - Epoch [119][140/3757] lr: 1.000e-03, eta: 1 day, 11:54:01, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0065, top1_acc: 0.6523, top5_acc: 0.8562, loss_cls: 1.4231, loss: 2.4295, grad_norm: 10.5003 2021-07-08 13:34:47,759 - mmaction - INFO - Epoch [119][160/3757] lr: 1.000e-03, eta: 1 day, 11:53:39, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6516, top5_acc: 0.8289, loss_cls: 1.4806, loss: 2.4952, grad_norm: 10.5757 2021-07-08 13:35:08,673 - mmaction - INFO - Epoch [119][180/3757] lr: 1.000e-03, eta: 1 day, 11:53:17, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.0001, top1_acc: 0.6555, top5_acc: 0.8328, loss_cls: 1.4643, loss: 2.4644, grad_norm: 10.3558 2021-07-08 13:35:30,811 - mmaction - INFO - Epoch [119][200/3757] lr: 1.000e-03, eta: 1 day, 11:52:56, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 0.9522, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3712, loss: 2.3235, grad_norm: 9.9235 2021-07-08 13:35:52,084 - mmaction - INFO - Epoch [119][220/3757] lr: 1.000e-03, eta: 1 day, 11:52:34, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3677, loss: 2.3328, grad_norm: 10.1775 2021-07-08 13:36:13,077 - mmaction - INFO - Epoch [119][240/3757] lr: 1.000e-03, eta: 1 day, 11:52:13, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4517, loss: 2.4569, grad_norm: 10.4307 2021-07-08 13:36:34,297 - mmaction - INFO - Epoch [119][260/3757] lr: 1.000e-03, eta: 1 day, 11:51:51, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9597, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4316, loss: 2.3913, grad_norm: 9.9769 2021-07-08 13:36:55,228 - mmaction - INFO - Epoch [119][280/3757] lr: 1.000e-03, eta: 1 day, 11:51:29, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6531, top5_acc: 0.8367, loss_cls: 1.4192, loss: 2.3926, grad_norm: 10.2184 2021-07-08 13:37:16,737 - mmaction - INFO - Epoch [119][300/3757] lr: 1.000e-03, eta: 1 day, 11:51:08, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 0.9354, top1_acc: 0.6961, top5_acc: 0.8609, loss_cls: 1.2874, loss: 2.2227, grad_norm: 10.2137 2021-07-08 13:37:38,467 - mmaction - INFO - Epoch [119][320/3757] lr: 1.000e-03, eta: 1 day, 11:50:46, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 0.9849, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.4224, loss: 2.4072, grad_norm: 10.3722 2021-07-08 13:37:59,541 - mmaction - INFO - Epoch [119][340/3757] lr: 1.000e-03, eta: 1 day, 11:50:25, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6758, top5_acc: 0.8438, loss_cls: 1.3820, loss: 2.3650, grad_norm: 10.3560 2021-07-08 13:38:21,260 - mmaction - INFO - Epoch [119][360/3757] lr: 1.000e-03, eta: 1 day, 11:50:03, time: 1.086, data_time: 0.034, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.4088, loss: 2.4174, grad_norm: 10.2831 2021-07-08 13:38:42,210 - mmaction - INFO - Epoch [119][380/3757] lr: 1.000e-03, eta: 1 day, 11:49:42, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9930, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3888, loss: 2.3818, grad_norm: 10.3038 2021-07-08 13:39:03,446 - mmaction - INFO - Epoch [119][400/3757] lr: 1.000e-03, eta: 1 day, 11:49:20, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6602, top5_acc: 0.8273, loss_cls: 1.4526, loss: 2.4557, grad_norm: 10.3022 2021-07-08 13:39:24,599 - mmaction - INFO - Epoch [119][420/3757] lr: 1.000e-03, eta: 1 day, 11:48:58, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0173, top1_acc: 0.6758, top5_acc: 0.8367, loss_cls: 1.4363, loss: 2.4536, grad_norm: 10.4094 2021-07-08 13:39:45,594 - mmaction - INFO - Epoch [119][440/3757] lr: 1.000e-03, eta: 1 day, 11:48:37, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0119, top1_acc: 0.6367, top5_acc: 0.8305, loss_cls: 1.4877, loss: 2.4996, grad_norm: 10.6624 2021-07-08 13:40:07,962 - mmaction - INFO - Epoch [119][460/3757] lr: 1.000e-03, eta: 1 day, 11:48:15, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6648, top5_acc: 0.8375, loss_cls: 1.4404, loss: 2.4384, grad_norm: 10.3117 2021-07-08 13:40:28,807 - mmaction - INFO - Epoch [119][480/3757] lr: 1.000e-03, eta: 1 day, 11:47:54, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 0.9551, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3249, loss: 2.2800, grad_norm: 10.0479 2021-07-08 13:40:49,909 - mmaction - INFO - Epoch [119][500/3757] lr: 1.000e-03, eta: 1 day, 11:47:32, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0388, top1_acc: 0.6359, top5_acc: 0.8375, loss_cls: 1.4887, loss: 2.5274, grad_norm: 10.7898 2021-07-08 13:41:11,203 - mmaction - INFO - Epoch [119][520/3757] lr: 1.000e-03, eta: 1 day, 11:47:10, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.3907, loss: 2.3713, grad_norm: 10.2841 2021-07-08 13:41:32,346 - mmaction - INFO - Epoch [119][540/3757] lr: 1.000e-03, eta: 1 day, 11:46:49, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6484, top5_acc: 0.8500, loss_cls: 1.4368, loss: 2.4466, grad_norm: 10.6474 2021-07-08 13:41:53,478 - mmaction - INFO - Epoch [119][560/3757] lr: 1.000e-03, eta: 1 day, 11:46:27, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0469, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.4703, loss: 2.5172, grad_norm: 10.5693 2021-07-08 13:42:14,350 - mmaction - INFO - Epoch [119][580/3757] lr: 1.000e-03, eta: 1 day, 11:46:05, time: 1.045, data_time: 0.006, memory: 6921, loss_aux: 0.9423, top1_acc: 0.6789, top5_acc: 0.8500, loss_cls: 1.3638, loss: 2.3061, grad_norm: 10.2015 2021-07-08 13:42:35,474 - mmaction - INFO - Epoch [119][600/3757] lr: 1.000e-03, eta: 1 day, 11:45:44, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 0.9843, top1_acc: 0.6672, top5_acc: 0.8414, loss_cls: 1.4074, loss: 2.3916, grad_norm: 10.4085 2021-07-08 13:42:56,585 - mmaction - INFO - Epoch [119][620/3757] lr: 1.000e-03, eta: 1 day, 11:45:22, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9905, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.4357, loss: 2.4262, grad_norm: 10.3012 2021-07-08 13:43:17,770 - mmaction - INFO - Epoch [119][640/3757] lr: 1.000e-03, eta: 1 day, 11:45:01, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9430, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3382, loss: 2.2813, grad_norm: 10.3295 2021-07-08 13:43:39,089 - mmaction - INFO - Epoch [119][660/3757] lr: 1.000e-03, eta: 1 day, 11:44:39, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0250, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4282, loss: 2.4531, grad_norm: 10.6827 2021-07-08 13:44:00,990 - mmaction - INFO - Epoch [119][680/3757] lr: 1.000e-03, eta: 1 day, 11:44:18, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 1.0137, top1_acc: 0.6547, top5_acc: 0.8414, loss_cls: 1.4754, loss: 2.4891, grad_norm: 10.3510 2021-07-08 13:44:22,253 - mmaction - INFO - Epoch [119][700/3757] lr: 1.000e-03, eta: 1 day, 11:43:56, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0018, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4234, loss: 2.4252, grad_norm: 10.5379 2021-07-08 13:44:43,148 - mmaction - INFO - Epoch [119][720/3757] lr: 1.000e-03, eta: 1 day, 11:43:34, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.0232, top1_acc: 0.6719, top5_acc: 0.8367, loss_cls: 1.4515, loss: 2.4748, grad_norm: 10.3163 2021-07-08 13:45:04,387 - mmaction - INFO - Epoch [119][740/3757] lr: 1.000e-03, eta: 1 day, 11:43:13, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6633, top5_acc: 0.8375, loss_cls: 1.4313, loss: 2.4364, grad_norm: 10.3133 2021-07-08 13:45:25,544 - mmaction - INFO - Epoch [119][760/3757] lr: 1.000e-03, eta: 1 day, 11:42:51, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6672, top5_acc: 0.8328, loss_cls: 1.4116, loss: 2.4002, grad_norm: 10.1904 2021-07-08 13:45:46,696 - mmaction - INFO - Epoch [119][780/3757] lr: 1.000e-03, eta: 1 day, 11:42:29, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0053, top1_acc: 0.6648, top5_acc: 0.8492, loss_cls: 1.3911, loss: 2.3963, grad_norm: 10.1188 2021-07-08 13:46:07,744 - mmaction - INFO - Epoch [119][800/3757] lr: 1.000e-03, eta: 1 day, 11:42:08, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4560, loss: 2.4523, grad_norm: 10.7946 2021-07-08 13:46:28,986 - mmaction - INFO - Epoch [119][820/3757] lr: 1.000e-03, eta: 1 day, 11:41:46, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6539, top5_acc: 0.8344, loss_cls: 1.4469, loss: 2.4498, grad_norm: 10.4572 2021-07-08 13:46:50,135 - mmaction - INFO - Epoch [119][840/3757] lr: 1.000e-03, eta: 1 day, 11:41:25, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0394, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.4971, loss: 2.5365, grad_norm: 10.6398 2021-07-08 13:47:11,475 - mmaction - INFO - Epoch [119][860/3757] lr: 1.000e-03, eta: 1 day, 11:41:03, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.0290, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.4706, loss: 2.4996, grad_norm: 10.7291 2021-07-08 13:47:32,678 - mmaction - INFO - Epoch [119][880/3757] lr: 1.000e-03, eta: 1 day, 11:40:41, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0434, top1_acc: 0.6266, top5_acc: 0.8445, loss_cls: 1.5312, loss: 2.5746, grad_norm: 11.2132 2021-07-08 13:47:53,734 - mmaction - INFO - Epoch [119][900/3757] lr: 1.000e-03, eta: 1 day, 11:40:20, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.4891, loss: 2.5209, grad_norm: 10.5517 2021-07-08 13:48:14,887 - mmaction - INFO - Epoch [119][920/3757] lr: 1.000e-03, eta: 1 day, 11:39:58, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9564, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3590, loss: 2.3154, grad_norm: 10.4481 2021-07-08 13:48:36,232 - mmaction - INFO - Epoch [119][940/3757] lr: 1.000e-03, eta: 1 day, 11:39:37, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9837, top1_acc: 0.6602, top5_acc: 0.8586, loss_cls: 1.3769, loss: 2.3606, grad_norm: 10.1643 2021-07-08 13:48:57,461 - mmaction - INFO - Epoch [119][960/3757] lr: 1.000e-03, eta: 1 day, 11:39:15, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0350, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.5180, loss: 2.5530, grad_norm: 10.6422 2021-07-08 13:49:18,611 - mmaction - INFO - Epoch [119][980/3757] lr: 1.000e-03, eta: 1 day, 11:38:53, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6758, top5_acc: 0.8367, loss_cls: 1.4312, loss: 2.4250, grad_norm: 10.3177 2021-07-08 13:49:39,815 - mmaction - INFO - Epoch [119][1000/3757] lr: 1.000e-03, eta: 1 day, 11:38:32, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9873, top1_acc: 0.6695, top5_acc: 0.8523, loss_cls: 1.4026, loss: 2.3899, grad_norm: 10.3540 2021-07-08 13:50:01,042 - mmaction - INFO - Epoch [119][1020/3757] lr: 1.000e-03, eta: 1 day, 11:38:10, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6727, top5_acc: 0.8477, loss_cls: 1.3957, loss: 2.3779, grad_norm: 10.2832 2021-07-08 13:50:22,090 - mmaction - INFO - Epoch [119][1040/3757] lr: 1.000e-03, eta: 1 day, 11:37:48, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9601, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2877, loss: 2.2478, grad_norm: 10.0679 2021-07-08 13:50:43,021 - mmaction - INFO - Epoch [119][1060/3757] lr: 1.000e-03, eta: 1 day, 11:37:27, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9865, top1_acc: 0.6461, top5_acc: 0.8297, loss_cls: 1.4565, loss: 2.4430, grad_norm: 10.3951 2021-07-08 13:51:04,011 - mmaction - INFO - Epoch [119][1080/3757] lr: 1.000e-03, eta: 1 day, 11:37:05, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0006, top1_acc: 0.6453, top5_acc: 0.8414, loss_cls: 1.4587, loss: 2.4594, grad_norm: 11.0291 2021-07-08 13:51:26,006 - mmaction - INFO - Epoch [119][1100/3757] lr: 1.000e-03, eta: 1 day, 11:36:44, time: 1.100, data_time: 0.053, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6641, top5_acc: 0.8531, loss_cls: 1.4019, loss: 2.4133, grad_norm: 10.4956 2021-07-08 13:51:46,975 - mmaction - INFO - Epoch [119][1120/3757] lr: 1.000e-03, eta: 1 day, 11:36:22, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 1.0170, top1_acc: 0.6555, top5_acc: 0.8344, loss_cls: 1.4816, loss: 2.4985, grad_norm: 10.4447 2021-07-08 13:52:08,710 - mmaction - INFO - Epoch [119][1140/3757] lr: 1.000e-03, eta: 1 day, 11:36:01, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0453, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4857, loss: 2.5310, grad_norm: 10.4334 2021-07-08 13:52:29,813 - mmaction - INFO - Epoch [119][1160/3757] lr: 1.000e-03, eta: 1 day, 11:35:39, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0387, top1_acc: 0.6320, top5_acc: 0.8305, loss_cls: 1.5125, loss: 2.5512, grad_norm: 10.6247 2021-07-08 13:52:50,870 - mmaction - INFO - Epoch [119][1180/3757] lr: 1.000e-03, eta: 1 day, 11:35:17, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9897, top1_acc: 0.6617, top5_acc: 0.8328, loss_cls: 1.4322, loss: 2.4219, grad_norm: 10.2935 2021-07-08 13:53:11,838 - mmaction - INFO - Epoch [119][1200/3757] lr: 1.000e-03, eta: 1 day, 11:34:56, time: 1.049, data_time: 0.006, memory: 6921, loss_aux: 1.0082, top1_acc: 0.6742, top5_acc: 0.8453, loss_cls: 1.4276, loss: 2.4358, grad_norm: 10.4893 2021-07-08 13:53:33,053 - mmaction - INFO - Epoch [119][1220/3757] lr: 1.000e-03, eta: 1 day, 11:34:34, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6680, top5_acc: 0.8539, loss_cls: 1.3973, loss: 2.3661, grad_norm: 10.3440 2021-07-08 13:53:54,317 - mmaction - INFO - Epoch [119][1240/3757] lr: 1.000e-03, eta: 1 day, 11:34:12, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6664, top5_acc: 0.8492, loss_cls: 1.3793, loss: 2.3642, grad_norm: 10.4630 2021-07-08 13:54:16,082 - mmaction - INFO - Epoch [119][1260/3757] lr: 1.000e-03, eta: 1 day, 11:33:51, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 1.0143, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4442, loss: 2.4585, grad_norm: 10.6448 2021-07-08 13:54:37,081 - mmaction - INFO - Epoch [119][1280/3757] lr: 1.000e-03, eta: 1 day, 11:33:29, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9473, top1_acc: 0.6875, top5_acc: 0.8555, loss_cls: 1.3181, loss: 2.2654, grad_norm: 10.4984 2021-07-08 13:54:58,651 - mmaction - INFO - Epoch [119][1300/3757] lr: 1.000e-03, eta: 1 day, 11:33:08, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 1.0173, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4339, loss: 2.4512, grad_norm: 10.6888 2021-07-08 13:55:20,094 - mmaction - INFO - Epoch [119][1320/3757] lr: 1.000e-03, eta: 1 day, 11:32:46, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9909, top1_acc: 0.6695, top5_acc: 0.8398, loss_cls: 1.3812, loss: 2.3721, grad_norm: 10.1893 2021-07-08 13:55:41,677 - mmaction - INFO - Epoch [119][1340/3757] lr: 1.000e-03, eta: 1 day, 11:32:25, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 0.9934, top1_acc: 0.6422, top5_acc: 0.8453, loss_cls: 1.4476, loss: 2.4409, grad_norm: 10.8559 2021-07-08 13:56:02,656 - mmaction - INFO - Epoch [119][1360/3757] lr: 1.000e-03, eta: 1 day, 11:32:03, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9956, top1_acc: 0.6570, top5_acc: 0.8383, loss_cls: 1.4320, loss: 2.4276, grad_norm: 10.3862 2021-07-08 13:56:24,030 - mmaction - INFO - Epoch [119][1380/3757] lr: 1.000e-03, eta: 1 day, 11:31:41, time: 1.069, data_time: 0.020, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6742, top5_acc: 0.8367, loss_cls: 1.3860, loss: 2.3569, grad_norm: 10.5955 2021-07-08 13:56:45,221 - mmaction - INFO - Epoch [119][1400/3757] lr: 1.000e-03, eta: 1 day, 11:31:20, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0421, top1_acc: 0.6422, top5_acc: 0.8234, loss_cls: 1.5216, loss: 2.5637, grad_norm: 10.6966 2021-07-08 13:57:06,042 - mmaction - INFO - Epoch [119][1420/3757] lr: 1.000e-03, eta: 1 day, 11:30:58, time: 1.040, data_time: 0.001, memory: 6921, loss_aux: 1.0352, top1_acc: 0.6547, top5_acc: 0.8492, loss_cls: 1.4513, loss: 2.4866, grad_norm: 10.5979 2021-07-08 13:57:27,248 - mmaction - INFO - Epoch [119][1440/3757] lr: 1.000e-03, eta: 1 day, 11:30:37, time: 1.060, data_time: 0.008, memory: 6921, loss_aux: 1.0179, top1_acc: 0.6680, top5_acc: 0.8461, loss_cls: 1.4244, loss: 2.4423, grad_norm: 10.6290 2021-07-08 13:57:49,063 - mmaction - INFO - Epoch [119][1460/3757] lr: 1.000e-03, eta: 1 day, 11:30:15, time: 1.090, data_time: 0.032, memory: 6921, loss_aux: 1.0030, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4735, loss: 2.4766, grad_norm: 10.7342 2021-07-08 13:58:10,686 - mmaction - INFO - Epoch [119][1480/3757] lr: 1.000e-03, eta: 1 day, 11:29:54, time: 1.083, data_time: 0.035, memory: 6921, loss_aux: 0.9832, top1_acc: 0.6500, top5_acc: 0.8461, loss_cls: 1.4395, loss: 2.4227, grad_norm: 10.5934 2021-07-08 13:58:31,616 - mmaction - INFO - Epoch [119][1500/3757] lr: 1.000e-03, eta: 1 day, 11:29:32, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 1.0052, top1_acc: 0.6617, top5_acc: 0.8289, loss_cls: 1.4632, loss: 2.4684, grad_norm: 10.5894 2021-07-08 13:58:52,794 - mmaction - INFO - Epoch [119][1520/3757] lr: 1.000e-03, eta: 1 day, 11:29:10, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9809, top1_acc: 0.6664, top5_acc: 0.8562, loss_cls: 1.3994, loss: 2.3803, grad_norm: 10.3706 2021-07-08 13:59:13,991 - mmaction - INFO - Epoch [119][1540/3757] lr: 1.000e-03, eta: 1 day, 11:28:49, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.4347, loss: 2.4358, grad_norm: 10.4634 2021-07-08 13:59:35,046 - mmaction - INFO - Epoch [119][1560/3757] lr: 1.000e-03, eta: 1 day, 11:28:27, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.3940, loss: 2.3760, grad_norm: 10.6889 2021-07-08 13:59:56,329 - mmaction - INFO - Epoch [119][1580/3757] lr: 1.000e-03, eta: 1 day, 11:28:05, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6602, top5_acc: 0.8516, loss_cls: 1.4401, loss: 2.4725, grad_norm: 10.6137 2021-07-08 14:00:17,550 - mmaction - INFO - Epoch [119][1600/3757] lr: 1.000e-03, eta: 1 day, 11:27:44, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9926, top1_acc: 0.6734, top5_acc: 0.8469, loss_cls: 1.3993, loss: 2.3918, grad_norm: 10.3078 2021-07-08 14:00:38,790 - mmaction - INFO - Epoch [119][1620/3757] lr: 1.000e-03, eta: 1 day, 11:27:22, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9578, top1_acc: 0.6797, top5_acc: 0.8508, loss_cls: 1.3540, loss: 2.3119, grad_norm: 10.1973 2021-07-08 14:01:00,386 - mmaction - INFO - Epoch [119][1640/3757] lr: 1.000e-03, eta: 1 day, 11:27:01, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9582, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3587, loss: 2.3169, grad_norm: 10.4731 2021-07-08 14:01:21,877 - mmaction - INFO - Epoch [119][1660/3757] lr: 1.000e-03, eta: 1 day, 11:26:39, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6500, top5_acc: 0.8453, loss_cls: 1.4426, loss: 2.4344, grad_norm: 10.4322 2021-07-08 14:01:43,569 - mmaction - INFO - Epoch [119][1680/3757] lr: 1.000e-03, eta: 1 day, 11:26:18, time: 1.086, data_time: 0.028, memory: 6921, loss_aux: 0.9595, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3932, loss: 2.3528, grad_norm: 10.3705 2021-07-08 14:02:04,911 - mmaction - INFO - Epoch [119][1700/3757] lr: 1.000e-03, eta: 1 day, 11:25:56, time: 1.068, data_time: 0.015, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6781, top5_acc: 0.8453, loss_cls: 1.4313, loss: 2.4200, grad_norm: 10.1817 2021-07-08 14:02:25,993 - mmaction - INFO - Epoch [119][1720/3757] lr: 1.000e-03, eta: 1 day, 11:25:35, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6641, top5_acc: 0.8453, loss_cls: 1.4199, loss: 2.3909, grad_norm: 10.1965 2021-07-08 14:02:47,215 - mmaction - INFO - Epoch [119][1740/3757] lr: 1.000e-03, eta: 1 day, 11:25:13, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0100, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4265, loss: 2.4364, grad_norm: 10.9743 2021-07-08 14:03:08,556 - mmaction - INFO - Epoch [119][1760/3757] lr: 1.000e-03, eta: 1 day, 11:24:51, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4677, loss: 2.4749, grad_norm: 10.7077 2021-07-08 14:03:29,732 - mmaction - INFO - Epoch [119][1780/3757] lr: 1.000e-03, eta: 1 day, 11:24:30, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3706, loss: 2.3611, grad_norm: 10.4624 2021-07-08 14:03:51,152 - mmaction - INFO - Epoch [119][1800/3757] lr: 1.000e-03, eta: 1 day, 11:24:08, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9235, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3279, loss: 2.2514, grad_norm: 9.9290 2021-07-08 14:04:11,993 - mmaction - INFO - Epoch [119][1820/3757] lr: 1.000e-03, eta: 1 day, 11:23:46, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.0067, top1_acc: 0.6484, top5_acc: 0.8430, loss_cls: 1.4799, loss: 2.4866, grad_norm: 10.6754 2021-07-08 14:04:33,344 - mmaction - INFO - Epoch [119][1840/3757] lr: 1.000e-03, eta: 1 day, 11:23:25, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9574, top1_acc: 0.6500, top5_acc: 0.8336, loss_cls: 1.4193, loss: 2.3768, grad_norm: 10.0837 2021-07-08 14:04:54,326 - mmaction - INFO - Epoch [119][1860/3757] lr: 1.000e-03, eta: 1 day, 11:23:03, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9387, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3750, loss: 2.3137, grad_norm: 10.4761 2021-07-08 14:05:16,863 - mmaction - INFO - Epoch [119][1880/3757] lr: 1.000e-03, eta: 1 day, 11:22:42, time: 1.126, data_time: 0.004, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.4063, loss: 2.3834, grad_norm: 10.3685 2021-07-08 14:05:38,110 - mmaction - INFO - Epoch [119][1900/3757] lr: 1.000e-03, eta: 1 day, 11:22:20, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9745, top1_acc: 0.6742, top5_acc: 0.8469, loss_cls: 1.3554, loss: 2.3300, grad_norm: 10.2831 2021-07-08 14:05:59,095 - mmaction - INFO - Epoch [119][1920/3757] lr: 1.000e-03, eta: 1 day, 11:21:59, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.4070, loss: 2.4045, grad_norm: 10.5500 2021-07-08 14:06:20,299 - mmaction - INFO - Epoch [119][1940/3757] lr: 1.000e-03, eta: 1 day, 11:21:37, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0291, top1_acc: 0.6711, top5_acc: 0.8422, loss_cls: 1.4533, loss: 2.4824, grad_norm: 10.2024 2021-07-08 14:06:41,587 - mmaction - INFO - Epoch [119][1960/3757] lr: 1.000e-03, eta: 1 day, 11:21:15, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0107, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.4487, loss: 2.4595, grad_norm: 10.6039 2021-07-08 14:07:02,608 - mmaction - INFO - Epoch [119][1980/3757] lr: 1.000e-03, eta: 1 day, 11:20:54, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0249, top1_acc: 0.6305, top5_acc: 0.8477, loss_cls: 1.5239, loss: 2.5488, grad_norm: 10.8693 2021-07-08 14:07:23,663 - mmaction - INFO - Epoch [119][2000/3757] lr: 1.000e-03, eta: 1 day, 11:20:32, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0054, top1_acc: 0.6680, top5_acc: 0.8391, loss_cls: 1.4409, loss: 2.4464, grad_norm: 10.2606 2021-07-08 14:07:44,578 - mmaction - INFO - Epoch [119][2020/3757] lr: 1.000e-03, eta: 1 day, 11:20:11, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 0.9913, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4219, loss: 2.4132, grad_norm: 10.5976 2021-07-08 14:08:07,027 - mmaction - INFO - Epoch [119][2040/3757] lr: 1.000e-03, eta: 1 day, 11:19:49, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 0.9971, top1_acc: 0.6516, top5_acc: 0.8469, loss_cls: 1.4131, loss: 2.4102, grad_norm: 10.5684 2021-07-08 14:08:27,964 - mmaction - INFO - Epoch [119][2060/3757] lr: 1.000e-03, eta: 1 day, 11:19:28, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9984, top1_acc: 0.6578, top5_acc: 0.8469, loss_cls: 1.4349, loss: 2.4333, grad_norm: 10.3912 2021-07-08 14:08:48,905 - mmaction - INFO - Epoch [119][2080/3757] lr: 1.000e-03, eta: 1 day, 11:19:06, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0314, top1_acc: 0.6492, top5_acc: 0.8258, loss_cls: 1.5007, loss: 2.5321, grad_norm: 10.9658 2021-07-08 14:09:10,262 - mmaction - INFO - Epoch [119][2100/3757] lr: 1.000e-03, eta: 1 day, 11:18:44, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9918, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.4007, loss: 2.3925, grad_norm: 10.4904 2021-07-08 14:09:32,501 - mmaction - INFO - Epoch [119][2120/3757] lr: 1.000e-03, eta: 1 day, 11:18:23, time: 1.114, data_time: 0.005, memory: 6921, loss_aux: 1.0124, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4201, loss: 2.4325, grad_norm: 10.2672 2021-07-08 14:09:53,481 - mmaction - INFO - Epoch [119][2140/3757] lr: 1.000e-03, eta: 1 day, 11:18:01, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0043, top1_acc: 0.6586, top5_acc: 0.8344, loss_cls: 1.4742, loss: 2.4785, grad_norm: 10.4979 2021-07-08 14:10:14,495 - mmaction - INFO - Epoch [119][2160/3757] lr: 1.000e-03, eta: 1 day, 11:17:40, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0047, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.4749, loss: 2.4796, grad_norm: 10.7487 2021-07-08 14:10:35,571 - mmaction - INFO - Epoch [119][2180/3757] lr: 1.000e-03, eta: 1 day, 11:17:18, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0068, top1_acc: 0.6648, top5_acc: 0.8586, loss_cls: 1.4047, loss: 2.4115, grad_norm: 10.3179 2021-07-08 14:10:56,680 - mmaction - INFO - Epoch [119][2200/3757] lr: 1.000e-03, eta: 1 day, 11:16:56, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0223, top1_acc: 0.6461, top5_acc: 0.8367, loss_cls: 1.4692, loss: 2.4915, grad_norm: 10.5791 2021-07-08 14:11:18,469 - mmaction - INFO - Epoch [119][2220/3757] lr: 1.000e-03, eta: 1 day, 11:16:35, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.4245, loss: 2.4059, grad_norm: 10.8360 2021-07-08 14:11:39,609 - mmaction - INFO - Epoch [119][2240/3757] lr: 1.000e-03, eta: 1 day, 11:16:13, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4009, loss: 2.3893, grad_norm: 10.3879 2021-07-08 14:12:01,394 - mmaction - INFO - Epoch [119][2260/3757] lr: 1.000e-03, eta: 1 day, 11:15:52, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9535, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3654, loss: 2.3189, grad_norm: 10.3327 2021-07-08 14:12:22,472 - mmaction - INFO - Epoch [119][2280/3757] lr: 1.000e-03, eta: 1 day, 11:15:30, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6539, top5_acc: 0.8359, loss_cls: 1.5030, loss: 2.5332, grad_norm: 10.6682 2021-07-08 14:12:43,467 - mmaction - INFO - Epoch [119][2300/3757] lr: 1.000e-03, eta: 1 day, 11:15:09, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0361, top1_acc: 0.6375, top5_acc: 0.8266, loss_cls: 1.5119, loss: 2.5479, grad_norm: 10.5976 2021-07-08 14:13:04,557 - mmaction - INFO - Epoch [119][2320/3757] lr: 1.000e-03, eta: 1 day, 11:14:47, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9675, top1_acc: 0.6875, top5_acc: 0.8477, loss_cls: 1.3812, loss: 2.3487, grad_norm: 9.9134 2021-07-08 14:13:25,623 - mmaction - INFO - Epoch [119][2340/3757] lr: 1.000e-03, eta: 1 day, 11:14:25, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9577, top1_acc: 0.6789, top5_acc: 0.8461, loss_cls: 1.3256, loss: 2.2833, grad_norm: 9.9784 2021-07-08 14:13:47,461 - mmaction - INFO - Epoch [119][2360/3757] lr: 1.000e-03, eta: 1 day, 11:14:04, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 0.9856, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3982, loss: 2.3838, grad_norm: 10.6502 2021-07-08 14:14:08,957 - mmaction - INFO - Epoch [119][2380/3757] lr: 1.000e-03, eta: 1 day, 11:13:42, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 0.9538, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.3360, loss: 2.2898, grad_norm: 10.4685 2021-07-08 14:14:29,842 - mmaction - INFO - Epoch [119][2400/3757] lr: 1.000e-03, eta: 1 day, 11:13:21, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9855, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4131, loss: 2.3986, grad_norm: 10.6493 2021-07-08 14:14:50,950 - mmaction - INFO - Epoch [119][2420/3757] lr: 1.000e-03, eta: 1 day, 11:12:59, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0628, top1_acc: 0.6484, top5_acc: 0.8328, loss_cls: 1.4903, loss: 2.5531, grad_norm: 10.7543 2021-07-08 14:15:11,935 - mmaction - INFO - Epoch [119][2440/3757] lr: 1.000e-03, eta: 1 day, 11:12:37, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9954, top1_acc: 0.6562, top5_acc: 0.8453, loss_cls: 1.4331, loss: 2.4286, grad_norm: 10.4977 2021-07-08 14:15:33,001 - mmaction - INFO - Epoch [119][2460/3757] lr: 1.000e-03, eta: 1 day, 11:12:16, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9559, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3573, loss: 2.3132, grad_norm: 10.4424 2021-07-08 14:15:54,348 - mmaction - INFO - Epoch [119][2480/3757] lr: 1.000e-03, eta: 1 day, 11:11:54, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 0.9827, top1_acc: 0.6555, top5_acc: 0.8422, loss_cls: 1.4302, loss: 2.4129, grad_norm: 10.6607 2021-07-08 14:16:16,253 - mmaction - INFO - Epoch [119][2500/3757] lr: 1.000e-03, eta: 1 day, 11:11:33, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.0245, top1_acc: 0.6453, top5_acc: 0.8273, loss_cls: 1.5132, loss: 2.5377, grad_norm: 10.6005 2021-07-08 14:16:37,837 - mmaction - INFO - Epoch [119][2520/3757] lr: 1.000e-03, eta: 1 day, 11:11:11, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 0.9770, top1_acc: 0.6703, top5_acc: 0.8445, loss_cls: 1.4198, loss: 2.3968, grad_norm: 10.4306 2021-07-08 14:16:58,882 - mmaction - INFO - Epoch [119][2540/3757] lr: 1.000e-03, eta: 1 day, 11:10:49, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9509, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3537, loss: 2.3046, grad_norm: 10.1517 2021-07-08 14:17:20,381 - mmaction - INFO - Epoch [119][2560/3757] lr: 1.000e-03, eta: 1 day, 11:10:28, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6773, top5_acc: 0.8461, loss_cls: 1.3952, loss: 2.3783, grad_norm: 10.2539 2021-07-08 14:17:41,854 - mmaction - INFO - Epoch [119][2580/3757] lr: 1.000e-03, eta: 1 day, 11:10:06, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.3925, loss: 2.3745, grad_norm: 10.3631 2021-07-08 14:18:02,977 - mmaction - INFO - Epoch [119][2600/3757] lr: 1.000e-03, eta: 1 day, 11:09:45, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9959, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.4210, loss: 2.4169, grad_norm: 10.2595 2021-07-08 14:18:24,265 - mmaction - INFO - Epoch [119][2620/3757] lr: 1.000e-03, eta: 1 day, 11:09:23, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6516, top5_acc: 0.8398, loss_cls: 1.4706, loss: 2.4725, grad_norm: 10.4264 2021-07-08 14:18:46,262 - mmaction - INFO - Epoch [119][2640/3757] lr: 1.000e-03, eta: 1 day, 11:09:02, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4091, loss: 2.3855, grad_norm: 10.5817 2021-07-08 14:19:07,345 - mmaction - INFO - Epoch [119][2660/3757] lr: 1.000e-03, eta: 1 day, 11:08:40, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0286, top1_acc: 0.6594, top5_acc: 0.8375, loss_cls: 1.4456, loss: 2.4742, grad_norm: 10.7997 2021-07-08 14:19:28,363 - mmaction - INFO - Epoch [119][2680/3757] lr: 1.000e-03, eta: 1 day, 11:08:19, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9439, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.3603, loss: 2.3041, grad_norm: 10.3184 2021-07-08 14:19:49,515 - mmaction - INFO - Epoch [119][2700/3757] lr: 1.000e-03, eta: 1 day, 11:07:57, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0262, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.4065, loss: 2.4327, grad_norm: 10.3911 2021-07-08 14:20:10,630 - mmaction - INFO - Epoch [119][2720/3757] lr: 1.000e-03, eta: 1 day, 11:07:35, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9784, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3821, loss: 2.3605, grad_norm: 10.1474 2021-07-08 14:20:31,832 - mmaction - INFO - Epoch [119][2740/3757] lr: 1.000e-03, eta: 1 day, 11:07:14, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.5034, loss: 2.5306, grad_norm: 10.5525 2021-07-08 14:20:52,906 - mmaction - INFO - Epoch [119][2760/3757] lr: 1.000e-03, eta: 1 day, 11:06:52, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6695, top5_acc: 0.8422, loss_cls: 1.4137, loss: 2.3939, grad_norm: 10.1264 2021-07-08 14:21:14,395 - mmaction - INFO - Epoch [119][2780/3757] lr: 1.000e-03, eta: 1 day, 11:06:30, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 0.9549, top1_acc: 0.6703, top5_acc: 0.8352, loss_cls: 1.4184, loss: 2.3733, grad_norm: 10.4195 2021-07-08 14:21:35,400 - mmaction - INFO - Epoch [119][2800/3757] lr: 1.000e-03, eta: 1 day, 11:06:09, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0371, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.4763, loss: 2.5134, grad_norm: 10.8483 2021-07-08 14:21:56,485 - mmaction - INFO - Epoch [119][2820/3757] lr: 1.000e-03, eta: 1 day, 11:05:47, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0519, top1_acc: 0.6367, top5_acc: 0.8289, loss_cls: 1.5346, loss: 2.5865, grad_norm: 10.8336 2021-07-08 14:22:17,511 - mmaction - INFO - Epoch [119][2840/3757] lr: 1.000e-03, eta: 1 day, 11:05:26, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.4701, loss: 2.4567, grad_norm: 10.3539 2021-07-08 14:22:38,824 - mmaction - INFO - Epoch [119][2860/3757] lr: 1.000e-03, eta: 1 day, 11:05:04, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0276, top1_acc: 0.6195, top5_acc: 0.8289, loss_cls: 1.5204, loss: 2.5480, grad_norm: 10.9075 2021-07-08 14:22:59,847 - mmaction - INFO - Epoch [119][2880/3757] lr: 1.000e-03, eta: 1 day, 11:04:42, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0376, top1_acc: 0.6586, top5_acc: 0.8281, loss_cls: 1.4654, loss: 2.5030, grad_norm: 10.4872 2021-07-08 14:23:21,633 - mmaction - INFO - Epoch [119][2900/3757] lr: 1.000e-03, eta: 1 day, 11:04:21, time: 1.088, data_time: 0.040, memory: 6921, loss_aux: 0.9998, top1_acc: 0.6625, top5_acc: 0.8508, loss_cls: 1.4005, loss: 2.4003, grad_norm: 10.4690 2021-07-08 14:23:43,258 - mmaction - INFO - Epoch [119][2920/3757] lr: 1.000e-03, eta: 1 day, 11:03:59, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0279, top1_acc: 0.6648, top5_acc: 0.8477, loss_cls: 1.4519, loss: 2.4798, grad_norm: 10.3866 2021-07-08 14:24:04,227 - mmaction - INFO - Epoch [119][2940/3757] lr: 1.000e-03, eta: 1 day, 11:03:38, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.3769, loss: 2.3503, grad_norm: 10.3167 2021-07-08 14:24:25,228 - mmaction - INFO - Epoch [119][2960/3757] lr: 1.000e-03, eta: 1 day, 11:03:16, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0233, top1_acc: 0.6578, top5_acc: 0.8367, loss_cls: 1.4629, loss: 2.4862, grad_norm: 10.4715 2021-07-08 14:24:47,793 - mmaction - INFO - Epoch [119][2980/3757] lr: 1.000e-03, eta: 1 day, 11:02:55, time: 1.129, data_time: 0.003, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3881, loss: 2.3827, grad_norm: 10.2712 2021-07-08 14:25:08,605 - mmaction - INFO - Epoch [119][3000/3757] lr: 1.000e-03, eta: 1 day, 11:02:33, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 0.9882, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4330, loss: 2.4212, grad_norm: 10.5590 2021-07-08 14:25:29,683 - mmaction - INFO - Epoch [119][3020/3757] lr: 1.000e-03, eta: 1 day, 11:02:11, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6734, top5_acc: 0.8594, loss_cls: 1.3882, loss: 2.3656, grad_norm: 10.1169 2021-07-08 14:25:50,931 - mmaction - INFO - Epoch [119][3040/3757] lr: 1.000e-03, eta: 1 day, 11:01:50, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9946, top1_acc: 0.6555, top5_acc: 0.8484, loss_cls: 1.4033, loss: 2.3978, grad_norm: 10.3202 2021-07-08 14:26:12,056 - mmaction - INFO - Epoch [119][3060/3757] lr: 1.000e-03, eta: 1 day, 11:01:28, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0122, top1_acc: 0.6398, top5_acc: 0.8367, loss_cls: 1.4761, loss: 2.4883, grad_norm: 10.8720 2021-07-08 14:26:33,200 - mmaction - INFO - Epoch [119][3080/3757] lr: 1.000e-03, eta: 1 day, 11:01:07, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9318, top1_acc: 0.6813, top5_acc: 0.8516, loss_cls: 1.3505, loss: 2.2823, grad_norm: 10.1807 2021-07-08 14:26:54,946 - mmaction - INFO - Epoch [119][3100/3757] lr: 1.000e-03, eta: 1 day, 11:00:45, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4674, loss: 2.4679, grad_norm: 10.6644 2021-07-08 14:27:16,387 - mmaction - INFO - Epoch [119][3120/3757] lr: 1.000e-03, eta: 1 day, 11:00:24, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0011, top1_acc: 0.6633, top5_acc: 0.8375, loss_cls: 1.4391, loss: 2.4401, grad_norm: 10.4744 2021-07-08 14:27:37,462 - mmaction - INFO - Epoch [119][3140/3757] lr: 1.000e-03, eta: 1 day, 11:00:02, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.4014, loss: 2.3832, grad_norm: 10.3016 2021-07-08 14:27:58,445 - mmaction - INFO - Epoch [119][3160/3757] lr: 1.000e-03, eta: 1 day, 10:59:40, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6539, top5_acc: 0.8594, loss_cls: 1.4022, loss: 2.3884, grad_norm: 10.3428 2021-07-08 14:28:19,604 - mmaction - INFO - Epoch [119][3180/3757] lr: 1.000e-03, eta: 1 day, 10:59:19, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4813, loss: 2.4825, grad_norm: 10.6619 2021-07-08 14:28:41,405 - mmaction - INFO - Epoch [119][3200/3757] lr: 1.000e-03, eta: 1 day, 10:58:57, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9798, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3813, loss: 2.3611, grad_norm: 10.6385 2021-07-08 14:29:02,895 - mmaction - INFO - Epoch [119][3220/3757] lr: 1.000e-03, eta: 1 day, 10:58:36, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 0.9955, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4095, loss: 2.4049, grad_norm: 10.4949 2021-07-08 14:29:23,944 - mmaction - INFO - Epoch [119][3240/3757] lr: 1.000e-03, eta: 1 day, 10:58:14, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9746, top1_acc: 0.6742, top5_acc: 0.8398, loss_cls: 1.3847, loss: 2.3592, grad_norm: 10.2802 2021-07-08 14:29:45,064 - mmaction - INFO - Epoch [119][3260/3757] lr: 1.000e-03, eta: 1 day, 10:57:52, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6797, top5_acc: 0.8430, loss_cls: 1.3864, loss: 2.3653, grad_norm: 10.1097 2021-07-08 14:30:06,131 - mmaction - INFO - Epoch [119][3280/3757] lr: 1.000e-03, eta: 1 day, 10:57:31, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6484, top5_acc: 0.8398, loss_cls: 1.5142, loss: 2.5200, grad_norm: 10.8656 2021-07-08 14:30:27,789 - mmaction - INFO - Epoch [119][3300/3757] lr: 1.000e-03, eta: 1 day, 10:57:09, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.0201, top1_acc: 0.6492, top5_acc: 0.8477, loss_cls: 1.4540, loss: 2.4742, grad_norm: 10.7044 2021-07-08 14:30:49,225 - mmaction - INFO - Epoch [119][3320/3757] lr: 1.000e-03, eta: 1 day, 10:56:48, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6609, top5_acc: 0.8445, loss_cls: 1.4192, loss: 2.4323, grad_norm: 10.5963 2021-07-08 14:31:10,388 - mmaction - INFO - Epoch [119][3340/3757] lr: 1.000e-03, eta: 1 day, 10:56:26, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9873, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4194, loss: 2.4066, grad_norm: 10.3731 2021-07-08 14:31:31,434 - mmaction - INFO - Epoch [119][3360/3757] lr: 1.000e-03, eta: 1 day, 10:56:04, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6734, top5_acc: 0.8461, loss_cls: 1.3727, loss: 2.3353, grad_norm: 10.0910 2021-07-08 14:31:53,465 - mmaction - INFO - Epoch [119][3380/3757] lr: 1.000e-03, eta: 1 day, 10:55:43, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6609, top5_acc: 0.8320, loss_cls: 1.4498, loss: 2.4567, grad_norm: 10.5519 2021-07-08 14:32:14,428 - mmaction - INFO - Epoch [119][3400/3757] lr: 1.000e-03, eta: 1 day, 10:55:21, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9521, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3546, loss: 2.3067, grad_norm: 10.4462 2021-07-08 14:32:35,469 - mmaction - INFO - Epoch [119][3420/3757] lr: 1.000e-03, eta: 1 day, 10:55:00, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9990, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4442, loss: 2.4432, grad_norm: 10.4354 2021-07-08 14:32:56,728 - mmaction - INFO - Epoch [119][3440/3757] lr: 1.000e-03, eta: 1 day, 10:54:38, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0145, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4454, loss: 2.4599, grad_norm: 10.3785 2021-07-08 14:33:18,090 - mmaction - INFO - Epoch [119][3460/3757] lr: 1.000e-03, eta: 1 day, 10:54:17, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6523, top5_acc: 0.8469, loss_cls: 1.4262, loss: 2.4098, grad_norm: 10.7983 2021-07-08 14:33:39,419 - mmaction - INFO - Epoch [119][3480/3757] lr: 1.000e-03, eta: 1 day, 10:53:55, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.4293, loss: 2.4383, grad_norm: 10.4569 2021-07-08 14:34:00,752 - mmaction - INFO - Epoch [119][3500/3757] lr: 1.000e-03, eta: 1 day, 10:53:33, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9684, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4076, loss: 2.3760, grad_norm: 10.5697 2021-07-08 14:34:23,471 - mmaction - INFO - Epoch [119][3520/3757] lr: 1.000e-03, eta: 1 day, 10:53:12, time: 1.137, data_time: 0.003, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.4379, loss: 2.4417, grad_norm: 10.6418 2021-07-08 14:34:44,509 - mmaction - INFO - Epoch [119][3540/3757] lr: 1.000e-03, eta: 1 day, 10:52:51, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4313, loss: 2.4280, grad_norm: 10.5398 2021-07-08 14:35:05,599 - mmaction - INFO - Epoch [119][3560/3757] lr: 1.000e-03, eta: 1 day, 10:52:29, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9909, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4287, loss: 2.4197, grad_norm: 10.7272 2021-07-08 14:35:26,714 - mmaction - INFO - Epoch [119][3580/3757] lr: 1.000e-03, eta: 1 day, 10:52:07, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3905, loss: 2.3526, grad_norm: 10.6565 2021-07-08 14:35:47,886 - mmaction - INFO - Epoch [119][3600/3757] lr: 1.000e-03, eta: 1 day, 10:51:46, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9489, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3449, loss: 2.2938, grad_norm: 10.3354 2021-07-08 14:36:08,890 - mmaction - INFO - Epoch [119][3620/3757] lr: 1.000e-03, eta: 1 day, 10:51:24, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.0322, top1_acc: 0.6508, top5_acc: 0.8352, loss_cls: 1.4767, loss: 2.5089, grad_norm: 10.6502 2021-07-08 14:36:30,103 - mmaction - INFO - Epoch [119][3640/3757] lr: 1.000e-03, eta: 1 day, 10:51:02, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0177, top1_acc: 0.6500, top5_acc: 0.8336, loss_cls: 1.4899, loss: 2.5076, grad_norm: 10.7570 2021-07-08 14:36:51,710 - mmaction - INFO - Epoch [119][3660/3757] lr: 1.000e-03, eta: 1 day, 10:50:41, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 0.9760, top1_acc: 0.6633, top5_acc: 0.8547, loss_cls: 1.3866, loss: 2.3626, grad_norm: 10.6393 2021-07-08 14:37:12,827 - mmaction - INFO - Epoch [119][3680/3757] lr: 1.000e-03, eta: 1 day, 10:50:19, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0200, top1_acc: 0.6398, top5_acc: 0.8320, loss_cls: 1.4654, loss: 2.4853, grad_norm: 10.2740 2021-07-08 14:37:33,783 - mmaction - INFO - Epoch [119][3700/3757] lr: 1.000e-03, eta: 1 day, 10:49:58, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3686, loss: 2.3267, grad_norm: 10.3909 2021-07-08 14:37:55,329 - mmaction - INFO - Epoch [119][3720/3757] lr: 1.000e-03, eta: 1 day, 10:49:36, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9420, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.3728, loss: 2.3148, grad_norm: 10.2214 2021-07-08 14:38:16,504 - mmaction - INFO - Epoch [119][3740/3757] lr: 1.000e-03, eta: 1 day, 10:49:14, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0167, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.4387, loss: 2.4554, grad_norm: 10.7004 2021-07-08 14:38:34,723 - mmaction - INFO - Saving checkpoint at 119 epochs 2021-07-08 14:39:36,305 - mmaction - INFO - Epoch [120][20/3757] lr: 1.000e-03, eta: 1 day, 10:48:40, time: 2.993, data_time: 1.943, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4200, loss: 2.4133, grad_norm: 10.4942 2021-07-08 14:39:57,250 - mmaction - INFO - Epoch [120][40/3757] lr: 1.000e-03, eta: 1 day, 10:48:18, time: 1.047, data_time: 0.006, memory: 6921, loss_aux: 1.0385, top1_acc: 0.6375, top5_acc: 0.8195, loss_cls: 1.5375, loss: 2.5760, grad_norm: 10.5378 2021-07-08 14:40:18,717 - mmaction - INFO - Epoch [120][60/3757] lr: 1.000e-03, eta: 1 day, 10:47:57, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 0.9819, top1_acc: 0.6750, top5_acc: 0.8477, loss_cls: 1.4102, loss: 2.3921, grad_norm: 10.1568 2021-07-08 14:40:39,720 - mmaction - INFO - Epoch [120][80/3757] lr: 1.000e-03, eta: 1 day, 10:47:35, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0048, top1_acc: 0.6500, top5_acc: 0.8266, loss_cls: 1.4749, loss: 2.4797, grad_norm: 10.4165 2021-07-08 14:41:00,782 - mmaction - INFO - Epoch [120][100/3757] lr: 1.000e-03, eta: 1 day, 10:47:13, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6531, top5_acc: 0.8320, loss_cls: 1.4629, loss: 2.4794, grad_norm: 10.6657 2021-07-08 14:41:22,011 - mmaction - INFO - Epoch [120][120/3757] lr: 1.000e-03, eta: 1 day, 10:46:52, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6711, top5_acc: 0.8406, loss_cls: 1.4253, loss: 2.4197, grad_norm: 10.3552 2021-07-08 14:41:43,139 - mmaction - INFO - Epoch [120][140/3757] lr: 1.000e-03, eta: 1 day, 10:46:30, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0555, top1_acc: 0.6445, top5_acc: 0.8508, loss_cls: 1.4788, loss: 2.5343, grad_norm: 10.9410 2021-07-08 14:42:04,321 - mmaction - INFO - Epoch [120][160/3757] lr: 1.000e-03, eta: 1 day, 10:46:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0179, top1_acc: 0.6867, top5_acc: 0.8516, loss_cls: 1.3917, loss: 2.4096, grad_norm: 10.2394 2021-07-08 14:42:25,628 - mmaction - INFO - Epoch [120][180/3757] lr: 1.000e-03, eta: 1 day, 10:45:47, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9382, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.3416, loss: 2.2798, grad_norm: 10.4166 2021-07-08 14:42:46,835 - mmaction - INFO - Epoch [120][200/3757] lr: 1.000e-03, eta: 1 day, 10:45:25, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9583, top1_acc: 0.6961, top5_acc: 0.8625, loss_cls: 1.3027, loss: 2.2610, grad_norm: 10.0378 2021-07-08 14:43:07,880 - mmaction - INFO - Epoch [120][220/3757] lr: 1.000e-03, eta: 1 day, 10:45:04, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0355, top1_acc: 0.6633, top5_acc: 0.8344, loss_cls: 1.4661, loss: 2.5016, grad_norm: 10.7547 2021-07-08 14:43:28,833 - mmaction - INFO - Epoch [120][240/3757] lr: 1.000e-03, eta: 1 day, 10:44:42, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6516, top5_acc: 0.8328, loss_cls: 1.4584, loss: 2.4599, grad_norm: 10.7704 2021-07-08 14:43:49,992 - mmaction - INFO - Epoch [120][260/3757] lr: 1.000e-03, eta: 1 day, 10:44:20, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0045, top1_acc: 0.6461, top5_acc: 0.8555, loss_cls: 1.4385, loss: 2.4430, grad_norm: 10.8395 2021-07-08 14:44:11,191 - mmaction - INFO - Epoch [120][280/3757] lr: 1.000e-03, eta: 1 day, 10:43:59, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3639, loss: 2.3394, grad_norm: 10.2448 2021-07-08 14:44:32,254 - mmaction - INFO - Epoch [120][300/3757] lr: 1.000e-03, eta: 1 day, 10:43:37, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9903, top1_acc: 0.6562, top5_acc: 0.8336, loss_cls: 1.4602, loss: 2.4505, grad_norm: 10.5461 2021-07-08 14:44:53,651 - mmaction - INFO - Epoch [120][320/3757] lr: 1.000e-03, eta: 1 day, 10:43:16, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 1.0116, top1_acc: 0.6484, top5_acc: 0.8297, loss_cls: 1.4860, loss: 2.4976, grad_norm: 10.5644 2021-07-08 14:45:14,789 - mmaction - INFO - Epoch [120][340/3757] lr: 1.000e-03, eta: 1 day, 10:42:54, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6656, top5_acc: 0.8430, loss_cls: 1.4345, loss: 2.4318, grad_norm: 10.2946 2021-07-08 14:45:35,808 - mmaction - INFO - Epoch [120][360/3757] lr: 1.000e-03, eta: 1 day, 10:42:32, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4089, loss: 2.3852, grad_norm: 10.3788 2021-07-08 14:45:56,868 - mmaction - INFO - Epoch [120][380/3757] lr: 1.000e-03, eta: 1 day, 10:42:11, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9855, top1_acc: 0.6734, top5_acc: 0.8508, loss_cls: 1.3840, loss: 2.3694, grad_norm: 10.2876 2021-07-08 14:46:17,917 - mmaction - INFO - Epoch [120][400/3757] lr: 1.000e-03, eta: 1 day, 10:41:49, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0020, top1_acc: 0.6523, top5_acc: 0.8305, loss_cls: 1.4693, loss: 2.4713, grad_norm: 10.6315 2021-07-08 14:46:39,103 - mmaction - INFO - Epoch [120][420/3757] lr: 1.000e-03, eta: 1 day, 10:41:27, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 1.0189, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.4031, loss: 2.4220, grad_norm: 10.7392 2021-07-08 14:47:01,293 - mmaction - INFO - Epoch [120][440/3757] lr: 1.000e-03, eta: 1 day, 10:41:06, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 1.0044, top1_acc: 0.6766, top5_acc: 0.8344, loss_cls: 1.4279, loss: 2.4323, grad_norm: 10.4562 2021-07-08 14:47:22,528 - mmaction - INFO - Epoch [120][460/3757] lr: 1.000e-03, eta: 1 day, 10:40:44, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9365, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.3357, loss: 2.2722, grad_norm: 10.3156 2021-07-08 14:47:43,636 - mmaction - INFO - Epoch [120][480/3757] lr: 1.000e-03, eta: 1 day, 10:40:23, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6539, top5_acc: 0.8422, loss_cls: 1.4607, loss: 2.4706, grad_norm: 10.6553 2021-07-08 14:48:05,439 - mmaction - INFO - Epoch [120][500/3757] lr: 1.000e-03, eta: 1 day, 10:40:01, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.4103, loss: 2.4077, grad_norm: 10.5494 2021-07-08 14:48:26,339 - mmaction - INFO - Epoch [120][520/3757] lr: 1.000e-03, eta: 1 day, 10:39:40, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6500, top5_acc: 0.8539, loss_cls: 1.4040, loss: 2.3685, grad_norm: 10.6688 2021-07-08 14:48:47,496 - mmaction - INFO - Epoch [120][540/3757] lr: 1.000e-03, eta: 1 day, 10:39:18, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9758, top1_acc: 0.6828, top5_acc: 0.8484, loss_cls: 1.3418, loss: 2.3176, grad_norm: 10.2152 2021-07-08 14:49:08,643 - mmaction - INFO - Epoch [120][560/3757] lr: 1.000e-03, eta: 1 day, 10:38:56, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4729, loss: 2.5007, grad_norm: 10.4147 2021-07-08 14:49:30,015 - mmaction - INFO - Epoch [120][580/3757] lr: 1.000e-03, eta: 1 day, 10:38:35, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3285, loss: 2.3027, grad_norm: 10.5983 2021-07-08 14:49:51,079 - mmaction - INFO - Epoch [120][600/3757] lr: 1.000e-03, eta: 1 day, 10:38:13, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6484, top5_acc: 0.8234, loss_cls: 1.4901, loss: 2.5219, grad_norm: 10.5940 2021-07-08 14:50:12,410 - mmaction - INFO - Epoch [120][620/3757] lr: 1.000e-03, eta: 1 day, 10:37:52, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6758, top5_acc: 0.8508, loss_cls: 1.3990, loss: 2.4127, grad_norm: 10.2748 2021-07-08 14:50:34,113 - mmaction - INFO - Epoch [120][640/3757] lr: 1.000e-03, eta: 1 day, 10:37:30, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 1.0289, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4591, loss: 2.4880, grad_norm: 10.5998 2021-07-08 14:50:55,306 - mmaction - INFO - Epoch [120][660/3757] lr: 1.000e-03, eta: 1 day, 10:37:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9550, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3380, loss: 2.2930, grad_norm: 10.2266 2021-07-08 14:51:16,907 - mmaction - INFO - Epoch [120][680/3757] lr: 1.000e-03, eta: 1 day, 10:36:47, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.0108, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4227, loss: 2.4335, grad_norm: 10.7090 2021-07-08 14:51:38,123 - mmaction - INFO - Epoch [120][700/3757] lr: 1.000e-03, eta: 1 day, 10:36:25, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4214, loss: 2.4275, grad_norm: 10.5381 2021-07-08 14:51:59,222 - mmaction - INFO - Epoch [120][720/3757] lr: 1.000e-03, eta: 1 day, 10:36:04, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6516, top5_acc: 0.8367, loss_cls: 1.4833, loss: 2.5192, grad_norm: 10.8690 2021-07-08 14:52:20,282 - mmaction - INFO - Epoch [120][740/3757] lr: 1.000e-03, eta: 1 day, 10:35:42, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6500, top5_acc: 0.8375, loss_cls: 1.4379, loss: 2.4242, grad_norm: 10.2750 2021-07-08 14:52:41,447 - mmaction - INFO - Epoch [120][760/3757] lr: 1.000e-03, eta: 1 day, 10:35:21, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0000, top1_acc: 0.6586, top5_acc: 0.8367, loss_cls: 1.4596, loss: 2.4596, grad_norm: 10.3337 2021-07-08 14:53:02,917 - mmaction - INFO - Epoch [120][780/3757] lr: 1.000e-03, eta: 1 day, 10:34:59, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9510, top1_acc: 0.6578, top5_acc: 0.8453, loss_cls: 1.3829, loss: 2.3340, grad_norm: 10.2543 2021-07-08 14:53:24,130 - mmaction - INFO - Epoch [120][800/3757] lr: 1.000e-03, eta: 1 day, 10:34:37, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9728, top1_acc: 0.6625, top5_acc: 0.8398, loss_cls: 1.4366, loss: 2.4094, grad_norm: 10.3503 2021-07-08 14:53:46,083 - mmaction - INFO - Epoch [120][820/3757] lr: 1.000e-03, eta: 1 day, 10:34:16, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6781, top5_acc: 0.8461, loss_cls: 1.4013, loss: 2.3905, grad_norm: 10.4261 2021-07-08 14:54:07,389 - mmaction - INFO - Epoch [120][840/3757] lr: 1.000e-03, eta: 1 day, 10:33:54, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.0181, top1_acc: 0.6555, top5_acc: 0.8289, loss_cls: 1.4689, loss: 2.4870, grad_norm: 10.2331 2021-07-08 14:54:28,777 - mmaction - INFO - Epoch [120][860/3757] lr: 1.000e-03, eta: 1 day, 10:33:33, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 0.9712, top1_acc: 0.6703, top5_acc: 0.8453, loss_cls: 1.4053, loss: 2.3765, grad_norm: 10.3951 2021-07-08 14:54:49,806 - mmaction - INFO - Epoch [120][880/3757] lr: 1.000e-03, eta: 1 day, 10:33:11, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9363, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3337, loss: 2.2700, grad_norm: 10.2604 2021-07-08 14:55:11,047 - mmaction - INFO - Epoch [120][900/3757] lr: 1.000e-03, eta: 1 day, 10:32:50, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.4399, loss: 2.4418, grad_norm: 10.5667 2021-07-08 14:55:32,127 - mmaction - INFO - Epoch [120][920/3757] lr: 1.000e-03, eta: 1 day, 10:32:28, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9742, top1_acc: 0.6687, top5_acc: 0.8383, loss_cls: 1.4058, loss: 2.3800, grad_norm: 10.3772 2021-07-08 14:55:53,427 - mmaction - INFO - Epoch [120][940/3757] lr: 1.000e-03, eta: 1 day, 10:32:06, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3928, loss: 2.3691, grad_norm: 10.3283 2021-07-08 14:56:14,567 - mmaction - INFO - Epoch [120][960/3757] lr: 1.000e-03, eta: 1 day, 10:31:45, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9675, top1_acc: 0.6719, top5_acc: 0.8438, loss_cls: 1.3955, loss: 2.3630, grad_norm: 10.2901 2021-07-08 14:56:35,586 - mmaction - INFO - Epoch [120][980/3757] lr: 1.000e-03, eta: 1 day, 10:31:23, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0153, top1_acc: 0.6641, top5_acc: 0.8430, loss_cls: 1.4342, loss: 2.4495, grad_norm: 10.6883 2021-07-08 14:56:56,873 - mmaction - INFO - Epoch [120][1000/3757] lr: 1.000e-03, eta: 1 day, 10:31:02, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.5073, loss: 2.5429, grad_norm: 10.6366 2021-07-08 14:57:18,863 - mmaction - INFO - Epoch [120][1020/3757] lr: 1.000e-03, eta: 1 day, 10:30:40, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 1.0124, top1_acc: 0.6711, top5_acc: 0.8414, loss_cls: 1.4504, loss: 2.4628, grad_norm: 10.2646 2021-07-08 14:57:39,879 - mmaction - INFO - Epoch [120][1040/3757] lr: 1.000e-03, eta: 1 day, 10:30:18, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9300, top1_acc: 0.6773, top5_acc: 0.8664, loss_cls: 1.3147, loss: 2.2448, grad_norm: 10.0518 2021-07-08 14:58:01,658 - mmaction - INFO - Epoch [120][1060/3757] lr: 1.000e-03, eta: 1 day, 10:29:57, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 0.9541, top1_acc: 0.6641, top5_acc: 0.8398, loss_cls: 1.3926, loss: 2.3467, grad_norm: 10.3290 2021-07-08 14:58:22,636 - mmaction - INFO - Epoch [120][1080/3757] lr: 1.000e-03, eta: 1 day, 10:29:35, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4177, loss: 2.4145, grad_norm: 10.7424 2021-07-08 14:58:43,661 - mmaction - INFO - Epoch [120][1100/3757] lr: 1.000e-03, eta: 1 day, 10:29:14, time: 1.052, data_time: 0.007, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6734, top5_acc: 0.8445, loss_cls: 1.4126, loss: 2.3961, grad_norm: 10.4609 2021-07-08 14:59:05,397 - mmaction - INFO - Epoch [120][1120/3757] lr: 1.000e-03, eta: 1 day, 10:28:52, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6641, top5_acc: 0.8383, loss_cls: 1.4242, loss: 2.4386, grad_norm: 10.5482 2021-07-08 14:59:26,585 - mmaction - INFO - Epoch [120][1140/3757] lr: 1.000e-03, eta: 1 day, 10:28:31, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9928, top1_acc: 0.6531, top5_acc: 0.8539, loss_cls: 1.4194, loss: 2.4122, grad_norm: 10.3842 2021-07-08 14:59:47,671 - mmaction - INFO - Epoch [120][1160/3757] lr: 1.000e-03, eta: 1 day, 10:28:09, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6789, top5_acc: 0.8422, loss_cls: 1.4404, loss: 2.4447, grad_norm: 10.5134 2021-07-08 15:00:08,819 - mmaction - INFO - Epoch [120][1180/3757] lr: 1.000e-03, eta: 1 day, 10:27:47, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9843, top1_acc: 0.6656, top5_acc: 0.8453, loss_cls: 1.4177, loss: 2.4020, grad_norm: 10.5146 2021-07-08 15:00:31,226 - mmaction - INFO - Epoch [120][1200/3757] lr: 1.000e-03, eta: 1 day, 10:27:26, time: 1.120, data_time: 0.005, memory: 6921, loss_aux: 0.9981, top1_acc: 0.6414, top5_acc: 0.8438, loss_cls: 1.4759, loss: 2.4740, grad_norm: 10.7457 2021-07-08 15:00:52,083 - mmaction - INFO - Epoch [120][1220/3757] lr: 1.000e-03, eta: 1 day, 10:27:04, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9765, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.3898, loss: 2.3663, grad_norm: 10.6442 2021-07-08 15:01:13,251 - mmaction - INFO - Epoch [120][1240/3757] lr: 1.000e-03, eta: 1 day, 10:26:43, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9550, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3426, loss: 2.2976, grad_norm: 10.3333 2021-07-08 15:01:34,467 - mmaction - INFO - Epoch [120][1260/3757] lr: 1.000e-03, eta: 1 day, 10:26:21, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0070, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.4654, loss: 2.4723, grad_norm: 10.8229 2021-07-08 15:01:55,585 - mmaction - INFO - Epoch [120][1280/3757] lr: 1.000e-03, eta: 1 day, 10:26:00, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6664, top5_acc: 0.8367, loss_cls: 1.3954, loss: 2.3803, grad_norm: 10.1467 2021-07-08 15:02:16,662 - mmaction - INFO - Epoch [120][1300/3757] lr: 1.000e-03, eta: 1 day, 10:25:38, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9623, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3602, loss: 2.3225, grad_norm: 10.5317 2021-07-08 15:02:38,543 - mmaction - INFO - Epoch [120][1320/3757] lr: 1.000e-03, eta: 1 day, 10:25:16, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 1.0164, top1_acc: 0.6445, top5_acc: 0.8375, loss_cls: 1.4702, loss: 2.4866, grad_norm: 10.4778 2021-07-08 15:02:59,538 - mmaction - INFO - Epoch [120][1340/3757] lr: 1.000e-03, eta: 1 day, 10:24:55, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6562, top5_acc: 0.8391, loss_cls: 1.4235, loss: 2.4244, grad_norm: 10.7205 2021-07-08 15:03:20,500 - mmaction - INFO - Epoch [120][1360/3757] lr: 1.000e-03, eta: 1 day, 10:24:33, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9921, top1_acc: 0.6609, top5_acc: 0.8273, loss_cls: 1.4424, loss: 2.4345, grad_norm: 10.7043 2021-07-08 15:03:42,220 - mmaction - INFO - Epoch [120][1380/3757] lr: 1.000e-03, eta: 1 day, 10:24:12, time: 1.085, data_time: 0.005, memory: 6921, loss_aux: 0.9942, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.4641, loss: 2.4583, grad_norm: 10.5757 2021-07-08 15:04:03,353 - mmaction - INFO - Epoch [120][1400/3757] lr: 1.000e-03, eta: 1 day, 10:23:50, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0228, top1_acc: 0.6586, top5_acc: 0.8273, loss_cls: 1.5004, loss: 2.5231, grad_norm: 10.5879 2021-07-08 15:04:24,627 - mmaction - INFO - Epoch [120][1420/3757] lr: 1.000e-03, eta: 1 day, 10:23:28, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9737, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4193, loss: 2.3930, grad_norm: 10.4442 2021-07-08 15:04:45,807 - mmaction - INFO - Epoch [120][1440/3757] lr: 1.000e-03, eta: 1 day, 10:23:07, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9885, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3803, loss: 2.3688, grad_norm: 10.5085 2021-07-08 15:05:07,188 - mmaction - INFO - Epoch [120][1460/3757] lr: 1.000e-03, eta: 1 day, 10:22:45, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9776, top1_acc: 0.6602, top5_acc: 0.8352, loss_cls: 1.4663, loss: 2.4439, grad_norm: 10.9151 2021-07-08 15:05:28,463 - mmaction - INFO - Epoch [120][1480/3757] lr: 1.000e-03, eta: 1 day, 10:22:24, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6539, top5_acc: 0.8586, loss_cls: 1.4030, loss: 2.4061, grad_norm: 10.7084 2021-07-08 15:05:50,330 - mmaction - INFO - Epoch [120][1500/3757] lr: 1.000e-03, eta: 1 day, 10:22:02, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 1.0274, top1_acc: 0.6414, top5_acc: 0.8187, loss_cls: 1.4810, loss: 2.5083, grad_norm: 10.4323 2021-07-08 15:06:11,299 - mmaction - INFO - Epoch [120][1520/3757] lr: 1.000e-03, eta: 1 day, 10:21:41, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3873, loss: 2.3811, grad_norm: 10.3446 2021-07-08 15:06:33,038 - mmaction - INFO - Epoch [120][1540/3757] lr: 1.000e-03, eta: 1 day, 10:21:19, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6539, top5_acc: 0.8469, loss_cls: 1.4241, loss: 2.4011, grad_norm: 10.5433 2021-07-08 15:06:54,636 - mmaction - INFO - Epoch [120][1560/3757] lr: 1.000e-03, eta: 1 day, 10:20:58, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9976, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4610, loss: 2.4585, grad_norm: 10.8358 2021-07-08 15:07:15,731 - mmaction - INFO - Epoch [120][1580/3757] lr: 1.000e-03, eta: 1 day, 10:20:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9849, top1_acc: 0.6648, top5_acc: 0.8344, loss_cls: 1.4168, loss: 2.4017, grad_norm: 10.2195 2021-07-08 15:07:37,361 - mmaction - INFO - Epoch [120][1600/3757] lr: 1.000e-03, eta: 1 day, 10:20:15, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9495, top1_acc: 0.6703, top5_acc: 0.8383, loss_cls: 1.3713, loss: 2.3208, grad_norm: 10.2764 2021-07-08 15:07:58,985 - mmaction - INFO - Epoch [120][1620/3757] lr: 1.000e-03, eta: 1 day, 10:19:53, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9630, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3535, loss: 2.3165, grad_norm: 10.4180 2021-07-08 15:08:20,307 - mmaction - INFO - Epoch [120][1640/3757] lr: 1.000e-03, eta: 1 day, 10:19:31, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9834, top1_acc: 0.6766, top5_acc: 0.8461, loss_cls: 1.3911, loss: 2.3745, grad_norm: 10.4148 2021-07-08 15:08:41,247 - mmaction - INFO - Epoch [120][1660/3757] lr: 1.000e-03, eta: 1 day, 10:19:10, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6844, top5_acc: 0.8484, loss_cls: 1.3694, loss: 2.3501, grad_norm: 10.8374 2021-07-08 15:09:02,451 - mmaction - INFO - Epoch [120][1680/3757] lr: 1.000e-03, eta: 1 day, 10:18:48, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6555, top5_acc: 0.8344, loss_cls: 1.4429, loss: 2.4532, grad_norm: 10.9399 2021-07-08 15:09:23,742 - mmaction - INFO - Epoch [120][1700/3757] lr: 1.000e-03, eta: 1 day, 10:18:27, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0167, top1_acc: 0.6555, top5_acc: 0.8336, loss_cls: 1.4440, loss: 2.4607, grad_norm: 10.3707 2021-07-08 15:09:44,772 - mmaction - INFO - Epoch [120][1720/3757] lr: 1.000e-03, eta: 1 day, 10:18:05, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9832, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3962, loss: 2.3794, grad_norm: 10.5611 2021-07-08 15:10:05,856 - mmaction - INFO - Epoch [120][1740/3757] lr: 1.000e-03, eta: 1 day, 10:17:43, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9707, top1_acc: 0.6695, top5_acc: 0.8430, loss_cls: 1.4197, loss: 2.3904, grad_norm: 10.7032 2021-07-08 15:10:26,831 - mmaction - INFO - Epoch [120][1760/3757] lr: 1.000e-03, eta: 1 day, 10:17:22, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9860, top1_acc: 0.6594, top5_acc: 0.8461, loss_cls: 1.4067, loss: 2.3928, grad_norm: 10.9025 2021-07-08 15:10:47,987 - mmaction - INFO - Epoch [120][1780/3757] lr: 1.000e-03, eta: 1 day, 10:17:00, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9515, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.3557, loss: 2.3072, grad_norm: 10.3133 2021-07-08 15:11:09,167 - mmaction - INFO - Epoch [120][1800/3757] lr: 1.000e-03, eta: 1 day, 10:16:38, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3720, loss: 2.3639, grad_norm: 10.3869 2021-07-08 15:11:30,701 - mmaction - INFO - Epoch [120][1820/3757] lr: 1.000e-03, eta: 1 day, 10:16:17, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 0.9983, top1_acc: 0.6711, top5_acc: 0.8477, loss_cls: 1.3961, loss: 2.3945, grad_norm: 10.5122 2021-07-08 15:11:51,897 - mmaction - INFO - Epoch [120][1840/3757] lr: 1.000e-03, eta: 1 day, 10:15:55, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0198, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4304, loss: 2.4502, grad_norm: 10.7562 2021-07-08 15:12:13,002 - mmaction - INFO - Epoch [120][1860/3757] lr: 1.000e-03, eta: 1 day, 10:15:34, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9620, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3880, loss: 2.3499, grad_norm: 10.4748 2021-07-08 15:12:34,860 - mmaction - INFO - Epoch [120][1880/3757] lr: 1.000e-03, eta: 1 day, 10:15:12, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9534, top1_acc: 0.6781, top5_acc: 0.8430, loss_cls: 1.3525, loss: 2.3060, grad_norm: 10.3752 2021-07-08 15:12:56,278 - mmaction - INFO - Epoch [120][1900/3757] lr: 1.000e-03, eta: 1 day, 10:14:51, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0000, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4252, loss: 2.4252, grad_norm: 10.6689 2021-07-08 15:13:17,389 - mmaction - INFO - Epoch [120][1920/3757] lr: 1.000e-03, eta: 1 day, 10:14:29, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9760, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3916, loss: 2.3676, grad_norm: 10.4684 2021-07-08 15:13:38,450 - mmaction - INFO - Epoch [120][1940/3757] lr: 1.000e-03, eta: 1 day, 10:14:07, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0004, top1_acc: 0.6727, top5_acc: 0.8422, loss_cls: 1.4462, loss: 2.4466, grad_norm: 10.5606 2021-07-08 15:13:59,602 - mmaction - INFO - Epoch [120][1960/3757] lr: 1.000e-03, eta: 1 day, 10:13:46, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0082, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4393, loss: 2.4476, grad_norm: 10.7575 2021-07-08 15:14:20,490 - mmaction - INFO - Epoch [120][1980/3757] lr: 1.000e-03, eta: 1 day, 10:13:24, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 0.9800, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.3895, loss: 2.3696, grad_norm: 10.5992 2021-07-08 15:14:42,087 - mmaction - INFO - Epoch [120][2000/3757] lr: 1.000e-03, eta: 1 day, 10:13:03, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 0.9687, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3697, loss: 2.3384, grad_norm: 10.3149 2021-07-08 15:15:03,148 - mmaction - INFO - Epoch [120][2020/3757] lr: 1.000e-03, eta: 1 day, 10:12:41, time: 1.054, data_time: 0.007, memory: 6921, loss_aux: 0.9710, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3859, loss: 2.3569, grad_norm: 10.4172 2021-07-08 15:15:24,213 - mmaction - INFO - Epoch [120][2040/3757] lr: 1.000e-03, eta: 1 day, 10:12:19, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3927, loss: 2.3959, grad_norm: 10.3221 2021-07-08 15:15:45,254 - mmaction - INFO - Epoch [120][2060/3757] lr: 1.000e-03, eta: 1 day, 10:11:58, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9831, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3549, loss: 2.3380, grad_norm: 10.3207 2021-07-08 15:16:06,831 - mmaction - INFO - Epoch [120][2080/3757] lr: 1.000e-03, eta: 1 day, 10:11:36, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9971, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4360, loss: 2.4331, grad_norm: 10.5899 2021-07-08 15:16:28,787 - mmaction - INFO - Epoch [120][2100/3757] lr: 1.000e-03, eta: 1 day, 10:11:15, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 0.9524, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.3583, loss: 2.3107, grad_norm: 10.2709 2021-07-08 15:16:49,692 - mmaction - INFO - Epoch [120][2120/3757] lr: 1.000e-03, eta: 1 day, 10:10:53, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 1.0180, top1_acc: 0.6516, top5_acc: 0.8523, loss_cls: 1.4579, loss: 2.4759, grad_norm: 10.7085 2021-07-08 15:17:10,604 - mmaction - INFO - Epoch [120][2140/3757] lr: 1.000e-03, eta: 1 day, 10:10:31, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9777, top1_acc: 0.6547, top5_acc: 0.8359, loss_cls: 1.4242, loss: 2.4019, grad_norm: 10.7297 2021-07-08 15:17:31,956 - mmaction - INFO - Epoch [120][2160/3757] lr: 1.000e-03, eta: 1 day, 10:10:10, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9329, top1_acc: 0.6695, top5_acc: 0.8586, loss_cls: 1.3246, loss: 2.2574, grad_norm: 10.1164 2021-07-08 15:17:53,168 - mmaction - INFO - Epoch [120][2180/3757] lr: 1.000e-03, eta: 1 day, 10:09:48, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6594, top5_acc: 0.8359, loss_cls: 1.4703, loss: 2.4782, grad_norm: 10.5858 2021-07-08 15:18:14,913 - mmaction - INFO - Epoch [120][2200/3757] lr: 1.000e-03, eta: 1 day, 10:09:27, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0062, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.4541, loss: 2.4603, grad_norm: 10.7229 2021-07-08 15:18:36,167 - mmaction - INFO - Epoch [120][2220/3757] lr: 1.000e-03, eta: 1 day, 10:09:05, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6500, top5_acc: 0.8391, loss_cls: 1.4428, loss: 2.4312, grad_norm: 10.7505 2021-07-08 15:18:57,397 - mmaction - INFO - Epoch [120][2240/3757] lr: 1.000e-03, eta: 1 day, 10:08:44, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6383, top5_acc: 0.8234, loss_cls: 1.5076, loss: 2.5258, grad_norm: 10.8030 2021-07-08 15:19:18,777 - mmaction - INFO - Epoch [120][2260/3757] lr: 1.000e-03, eta: 1 day, 10:08:22, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0228, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.4851, loss: 2.5079, grad_norm: 10.7734 2021-07-08 15:19:40,105 - mmaction - INFO - Epoch [120][2280/3757] lr: 1.000e-03, eta: 1 day, 10:08:00, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9302, top1_acc: 0.6734, top5_acc: 0.8742, loss_cls: 1.3233, loss: 2.2535, grad_norm: 10.3861 2021-07-08 15:20:00,962 - mmaction - INFO - Epoch [120][2300/3757] lr: 1.000e-03, eta: 1 day, 10:07:39, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 1.0352, top1_acc: 0.6492, top5_acc: 0.8508, loss_cls: 1.4114, loss: 2.4465, grad_norm: 10.5506 2021-07-08 15:20:21,847 - mmaction - INFO - Epoch [120][2320/3757] lr: 1.000e-03, eta: 1 day, 10:07:17, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 0.9740, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.3800, loss: 2.3540, grad_norm: 10.6774 2021-07-08 15:20:43,081 - mmaction - INFO - Epoch [120][2340/3757] lr: 1.000e-03, eta: 1 day, 10:06:55, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 0.9928, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.4003, loss: 2.3931, grad_norm: 10.4900 2021-07-08 15:21:04,453 - mmaction - INFO - Epoch [120][2360/3757] lr: 1.000e-03, eta: 1 day, 10:06:34, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3800, loss: 2.3646, grad_norm: 10.3997 2021-07-08 15:21:25,617 - mmaction - INFO - Epoch [120][2380/3757] lr: 1.000e-03, eta: 1 day, 10:06:12, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9528, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4198, loss: 2.3727, grad_norm: 10.6141 2021-07-08 15:21:47,474 - mmaction - INFO - Epoch [120][2400/3757] lr: 1.000e-03, eta: 1 day, 10:05:51, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4420, loss: 2.4319, grad_norm: 10.6545 2021-07-08 15:22:08,684 - mmaction - INFO - Epoch [120][2420/3757] lr: 1.000e-03, eta: 1 day, 10:05:29, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 1.0486, top1_acc: 0.6375, top5_acc: 0.8219, loss_cls: 1.5349, loss: 2.5836, grad_norm: 10.5596 2021-07-08 15:22:29,651 - mmaction - INFO - Epoch [120][2440/3757] lr: 1.000e-03, eta: 1 day, 10:05:08, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9951, top1_acc: 0.6312, top5_acc: 0.8516, loss_cls: 1.4957, loss: 2.4908, grad_norm: 10.9257 2021-07-08 15:22:50,748 - mmaction - INFO - Epoch [120][2460/3757] lr: 1.000e-03, eta: 1 day, 10:04:46, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0346, top1_acc: 0.6359, top5_acc: 0.8398, loss_cls: 1.4706, loss: 2.5052, grad_norm: 10.6479 2021-07-08 15:23:11,831 - mmaction - INFO - Epoch [120][2480/3757] lr: 1.000e-03, eta: 1 day, 10:04:24, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6539, top5_acc: 0.8602, loss_cls: 1.3633, loss: 2.3259, grad_norm: 10.2137 2021-07-08 15:23:33,710 - mmaction - INFO - Epoch [120][2500/3757] lr: 1.000e-03, eta: 1 day, 10:04:03, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9964, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4608, loss: 2.4572, grad_norm: 10.7461 2021-07-08 15:23:54,956 - mmaction - INFO - Epoch [120][2520/3757] lr: 1.000e-03, eta: 1 day, 10:03:41, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0486, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.4839, loss: 2.5325, grad_norm: 10.6990 2021-07-08 15:24:16,561 - mmaction - INFO - Epoch [120][2540/3757] lr: 1.000e-03, eta: 1 day, 10:03:20, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 1.0370, top1_acc: 0.6383, top5_acc: 0.8336, loss_cls: 1.4771, loss: 2.5141, grad_norm: 10.6235 2021-07-08 15:24:37,521 - mmaction - INFO - Epoch [120][2560/3757] lr: 1.000e-03, eta: 1 day, 10:02:58, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6766, top5_acc: 0.8383, loss_cls: 1.4585, loss: 2.4691, grad_norm: 10.4828 2021-07-08 15:24:58,957 - mmaction - INFO - Epoch [120][2580/3757] lr: 1.000e-03, eta: 1 day, 10:02:37, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9759, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3608, loss: 2.3368, grad_norm: 10.4515 2021-07-08 15:25:20,007 - mmaction - INFO - Epoch [120][2600/3757] lr: 1.000e-03, eta: 1 day, 10:02:15, time: 1.056, data_time: 0.008, memory: 6921, loss_aux: 0.9955, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4616, loss: 2.4571, grad_norm: 10.4237 2021-07-08 15:25:41,204 - mmaction - INFO - Epoch [120][2620/3757] lr: 1.000e-03, eta: 1 day, 10:01:53, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0814, top1_acc: 0.6391, top5_acc: 0.8172, loss_cls: 1.5471, loss: 2.6286, grad_norm: 10.9143 2021-07-08 15:26:02,376 - mmaction - INFO - Epoch [120][2640/3757] lr: 1.000e-03, eta: 1 day, 10:01:32, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0162, top1_acc: 0.6547, top5_acc: 0.8313, loss_cls: 1.4561, loss: 2.4723, grad_norm: 10.4045 2021-07-08 15:26:23,469 - mmaction - INFO - Epoch [120][2660/3757] lr: 1.000e-03, eta: 1 day, 10:01:10, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9659, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3870, loss: 2.3529, grad_norm: 10.5828 2021-07-08 15:26:44,700 - mmaction - INFO - Epoch [120][2680/3757] lr: 1.000e-03, eta: 1 day, 10:00:48, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0498, top1_acc: 0.6453, top5_acc: 0.8227, loss_cls: 1.5222, loss: 2.5721, grad_norm: 10.5932 2021-07-08 15:27:05,735 - mmaction - INFO - Epoch [120][2700/3757] lr: 1.000e-03, eta: 1 day, 10:00:27, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0052, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.4176, loss: 2.4229, grad_norm: 10.4341 2021-07-08 15:27:26,781 - mmaction - INFO - Epoch [120][2720/3757] lr: 1.000e-03, eta: 1 day, 10:00:05, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0278, top1_acc: 0.6469, top5_acc: 0.8297, loss_cls: 1.4923, loss: 2.5202, grad_norm: 10.6171 2021-07-08 15:27:47,943 - mmaction - INFO - Epoch [120][2740/3757] lr: 1.000e-03, eta: 1 day, 9:59:44, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6617, top5_acc: 0.8391, loss_cls: 1.4206, loss: 2.4275, grad_norm: 10.4548 2021-07-08 15:28:09,181 - mmaction - INFO - Epoch [120][2760/3757] lr: 1.000e-03, eta: 1 day, 9:59:22, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 1.0094, top1_acc: 0.6562, top5_acc: 0.8359, loss_cls: 1.4258, loss: 2.4352, grad_norm: 10.5062 2021-07-08 15:28:30,435 - mmaction - INFO - Epoch [120][2780/3757] lr: 1.000e-03, eta: 1 day, 9:59:00, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9455, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3755, loss: 2.3210, grad_norm: 10.2738 2021-07-08 15:28:51,539 - mmaction - INFO - Epoch [120][2800/3757] lr: 1.000e-03, eta: 1 day, 9:58:39, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9991, top1_acc: 0.6445, top5_acc: 0.8445, loss_cls: 1.4727, loss: 2.4718, grad_norm: 10.7753 2021-07-08 15:29:12,436 - mmaction - INFO - Epoch [120][2820/3757] lr: 1.000e-03, eta: 1 day, 9:58:17, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.3822, loss: 2.3711, grad_norm: 10.4953 2021-07-08 15:29:33,622 - mmaction - INFO - Epoch [120][2840/3757] lr: 1.000e-03, eta: 1 day, 9:57:55, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9804, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4085, loss: 2.3889, grad_norm: 10.5529 2021-07-08 15:29:55,267 - mmaction - INFO - Epoch [120][2860/3757] lr: 1.000e-03, eta: 1 day, 9:57:34, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9796, top1_acc: 0.6609, top5_acc: 0.8461, loss_cls: 1.4039, loss: 2.3835, grad_norm: 10.6320 2021-07-08 15:30:16,561 - mmaction - INFO - Epoch [120][2880/3757] lr: 1.000e-03, eta: 1 day, 9:57:12, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9738, top1_acc: 0.6586, top5_acc: 0.8375, loss_cls: 1.4312, loss: 2.4049, grad_norm: 10.5175 2021-07-08 15:30:37,826 - mmaction - INFO - Epoch [120][2900/3757] lr: 1.000e-03, eta: 1 day, 9:56:51, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9265, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.2819, loss: 2.2084, grad_norm: 10.4421 2021-07-08 15:30:59,098 - mmaction - INFO - Epoch [120][2920/3757] lr: 1.000e-03, eta: 1 day, 9:56:29, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0186, top1_acc: 0.6531, top5_acc: 0.8391, loss_cls: 1.4688, loss: 2.4874, grad_norm: 10.8323 2021-07-08 15:31:20,480 - mmaction - INFO - Epoch [120][2940/3757] lr: 1.000e-03, eta: 1 day, 9:56:08, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0311, top1_acc: 0.6531, top5_acc: 0.8281, loss_cls: 1.4682, loss: 2.4993, grad_norm: 10.8736 2021-07-08 15:31:41,831 - mmaction - INFO - Epoch [120][2960/3757] lr: 1.000e-03, eta: 1 day, 9:55:46, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.4049, loss: 2.3843, grad_norm: 10.6413 2021-07-08 15:32:03,257 - mmaction - INFO - Epoch [120][2980/3757] lr: 1.000e-03, eta: 1 day, 9:55:25, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0098, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.3738, loss: 2.3835, grad_norm: 10.4156 2021-07-08 15:32:24,415 - mmaction - INFO - Epoch [120][3000/3757] lr: 1.000e-03, eta: 1 day, 9:55:03, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9675, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3843, loss: 2.3518, grad_norm: 10.4515 2021-07-08 15:32:45,592 - mmaction - INFO - Epoch [120][3020/3757] lr: 1.000e-03, eta: 1 day, 9:54:41, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6789, top5_acc: 0.8672, loss_cls: 1.3284, loss: 2.2902, grad_norm: 10.5399 2021-07-08 15:33:06,652 - mmaction - INFO - Epoch [120][3040/3757] lr: 1.000e-03, eta: 1 day, 9:54:20, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0021, top1_acc: 0.6641, top5_acc: 0.8383, loss_cls: 1.4528, loss: 2.4549, grad_norm: 10.6699 2021-07-08 15:33:27,666 - mmaction - INFO - Epoch [120][3060/3757] lr: 1.000e-03, eta: 1 day, 9:53:58, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9880, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.3838, loss: 2.3718, grad_norm: 10.6011 2021-07-08 15:33:49,153 - mmaction - INFO - Epoch [120][3080/3757] lr: 1.000e-03, eta: 1 day, 9:53:37, time: 1.072, data_time: 0.007, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3667, loss: 2.3226, grad_norm: 10.4645 2021-07-08 15:34:11,044 - mmaction - INFO - Epoch [120][3100/3757] lr: 1.000e-03, eta: 1 day, 9:53:15, time: 1.097, data_time: 0.046, memory: 6921, loss_aux: 0.9617, top1_acc: 0.6680, top5_acc: 0.8445, loss_cls: 1.3967, loss: 2.3584, grad_norm: 10.2332 2021-07-08 15:34:32,051 - mmaction - INFO - Epoch [120][3120/3757] lr: 1.000e-03, eta: 1 day, 9:52:53, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9750, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4320, loss: 2.4070, grad_norm: 10.5640 2021-07-08 15:34:53,180 - mmaction - INFO - Epoch [120][3140/3757] lr: 1.000e-03, eta: 1 day, 9:52:32, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0257, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.4902, loss: 2.5160, grad_norm: 10.6740 2021-07-08 15:35:14,983 - mmaction - INFO - Epoch [120][3160/3757] lr: 1.000e-03, eta: 1 day, 9:52:10, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3837, loss: 2.3561, grad_norm: 10.6435 2021-07-08 15:35:36,650 - mmaction - INFO - Epoch [120][3180/3757] lr: 1.000e-03, eta: 1 day, 9:51:49, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3763, loss: 2.3605, grad_norm: 10.5869 2021-07-08 15:35:57,508 - mmaction - INFO - Epoch [120][3200/3757] lr: 1.000e-03, eta: 1 day, 9:51:27, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 0.9284, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3271, loss: 2.2555, grad_norm: 10.0816 2021-07-08 15:36:18,608 - mmaction - INFO - Epoch [120][3220/3757] lr: 1.000e-03, eta: 1 day, 9:51:06, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0171, top1_acc: 0.6586, top5_acc: 0.8383, loss_cls: 1.5048, loss: 2.5219, grad_norm: 10.3555 2021-07-08 15:36:39,831 - mmaction - INFO - Epoch [120][3240/3757] lr: 1.000e-03, eta: 1 day, 9:50:44, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9652, top1_acc: 0.6648, top5_acc: 0.8375, loss_cls: 1.3814, loss: 2.3467, grad_norm: 10.4775 2021-07-08 15:37:01,168 - mmaction - INFO - Epoch [120][3260/3757] lr: 1.000e-03, eta: 1 day, 9:50:22, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.4092, loss: 2.3853, grad_norm: 10.5720 2021-07-08 15:37:23,555 - mmaction - INFO - Epoch [120][3280/3757] lr: 1.000e-03, eta: 1 day, 9:50:01, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.4314, loss: 2.4094, grad_norm: 10.8600 2021-07-08 15:37:44,613 - mmaction - INFO - Epoch [120][3300/3757] lr: 1.000e-03, eta: 1 day, 9:49:39, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0230, top1_acc: 0.6727, top5_acc: 0.8469, loss_cls: 1.4106, loss: 2.4336, grad_norm: 10.3773 2021-07-08 15:38:05,812 - mmaction - INFO - Epoch [120][3320/3757] lr: 1.000e-03, eta: 1 day, 9:49:18, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9819, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.4358, loss: 2.4177, grad_norm: 10.7261 2021-07-08 15:38:27,756 - mmaction - INFO - Epoch [120][3340/3757] lr: 1.000e-03, eta: 1 day, 9:48:56, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 1.0090, top1_acc: 0.6773, top5_acc: 0.8461, loss_cls: 1.4204, loss: 2.4294, grad_norm: 10.6770 2021-07-08 15:38:48,762 - mmaction - INFO - Epoch [120][3360/3757] lr: 1.000e-03, eta: 1 day, 9:48:35, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6773, top5_acc: 0.8430, loss_cls: 1.3931, loss: 2.3704, grad_norm: 10.4538 2021-07-08 15:39:09,864 - mmaction - INFO - Epoch [120][3380/3757] lr: 1.000e-03, eta: 1 day, 9:48:13, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0127, top1_acc: 0.6461, top5_acc: 0.8414, loss_cls: 1.4843, loss: 2.4970, grad_norm: 10.7174 2021-07-08 15:39:31,593 - mmaction - INFO - Epoch [120][3400/3757] lr: 1.000e-03, eta: 1 day, 9:47:52, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0257, top1_acc: 0.6500, top5_acc: 0.8453, loss_cls: 1.4476, loss: 2.4733, grad_norm: 10.5431 2021-07-08 15:39:52,553 - mmaction - INFO - Epoch [120][3420/3757] lr: 1.000e-03, eta: 1 day, 9:47:30, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9523, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.3408, loss: 2.2931, grad_norm: 10.5026 2021-07-08 15:40:13,658 - mmaction - INFO - Epoch [120][3440/3757] lr: 1.000e-03, eta: 1 day, 9:47:08, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9695, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.3876, loss: 2.3571, grad_norm: 10.5261 2021-07-08 15:40:34,733 - mmaction - INFO - Epoch [120][3460/3757] lr: 1.000e-03, eta: 1 day, 9:46:47, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9509, top1_acc: 0.6805, top5_acc: 0.8695, loss_cls: 1.3413, loss: 2.2921, grad_norm: 10.4741 2021-07-08 15:40:56,267 - mmaction - INFO - Epoch [120][3480/3757] lr: 1.000e-03, eta: 1 day, 9:46:25, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 0.9644, top1_acc: 0.6687, top5_acc: 0.8469, loss_cls: 1.3885, loss: 2.3528, grad_norm: 10.2311 2021-07-08 15:41:17,229 - mmaction - INFO - Epoch [120][3500/3757] lr: 1.000e-03, eta: 1 day, 9:46:04, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 0.9851, top1_acc: 0.6711, top5_acc: 0.8469, loss_cls: 1.3769, loss: 2.3620, grad_norm: 10.4111 2021-07-08 15:41:38,506 - mmaction - INFO - Epoch [120][3520/3757] lr: 1.000e-03, eta: 1 day, 9:45:42, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6531, top5_acc: 0.8281, loss_cls: 1.5085, loss: 2.5385, grad_norm: 10.6644 2021-07-08 15:41:59,736 - mmaction - INFO - Epoch [120][3540/3757] lr: 1.000e-03, eta: 1 day, 9:45:20, time: 1.061, data_time: 0.007, memory: 6921, loss_aux: 0.9885, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.4069, loss: 2.3954, grad_norm: 10.5974 2021-07-08 15:42:20,824 - mmaction - INFO - Epoch [120][3560/3757] lr: 1.000e-03, eta: 1 day, 9:44:59, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6555, top5_acc: 0.8398, loss_cls: 1.4497, loss: 2.4490, grad_norm: 10.5913 2021-07-08 15:42:42,494 - mmaction - INFO - Epoch [120][3580/3757] lr: 1.000e-03, eta: 1 day, 9:44:37, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.0164, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4599, loss: 2.4763, grad_norm: 10.6596 2021-07-08 15:43:03,622 - mmaction - INFO - Epoch [120][3600/3757] lr: 1.000e-03, eta: 1 day, 9:44:16, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4505, loss: 2.4594, grad_norm: 10.5727 2021-07-08 15:43:24,859 - mmaction - INFO - Epoch [120][3620/3757] lr: 1.000e-03, eta: 1 day, 9:43:54, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0687, top1_acc: 0.6328, top5_acc: 0.8266, loss_cls: 1.5456, loss: 2.6143, grad_norm: 11.0563 2021-07-08 15:43:45,865 - mmaction - INFO - Epoch [120][3640/3757] lr: 1.000e-03, eta: 1 day, 9:43:32, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.3980, loss: 2.3898, grad_norm: 10.6033 2021-07-08 15:44:07,071 - mmaction - INFO - Epoch [120][3660/3757] lr: 1.000e-03, eta: 1 day, 9:43:11, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9923, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.3924, loss: 2.3848, grad_norm: 10.6411 2021-07-08 15:44:27,987 - mmaction - INFO - Epoch [120][3680/3757] lr: 1.000e-03, eta: 1 day, 9:42:49, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9285, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.2942, loss: 2.2227, grad_norm: 10.3000 2021-07-08 15:44:49,252 - mmaction - INFO - Epoch [120][3700/3757] lr: 1.000e-03, eta: 1 day, 9:42:28, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9909, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4117, loss: 2.4026, grad_norm: 10.3098 2021-07-08 15:45:10,456 - mmaction - INFO - Epoch [120][3720/3757] lr: 1.000e-03, eta: 1 day, 9:42:06, time: 1.060, data_time: 0.018, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4080, loss: 2.3888, grad_norm: 10.3645 2021-07-08 15:45:32,222 - mmaction - INFO - Epoch [120][3740/3757] lr: 1.000e-03, eta: 1 day, 9:41:44, time: 1.089, data_time: 0.042, memory: 6921, loss_aux: 1.0215, top1_acc: 0.6398, top5_acc: 0.8211, loss_cls: 1.5564, loss: 2.5780, grad_norm: 10.5667 2021-07-08 15:45:50,383 - mmaction - INFO - Saving checkpoint at 120 epochs 2021-07-08 15:50:41,434 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 15:50:42,260 - mmaction - INFO - top1_acc 0.6947 top5_acc 0.8810 2021-07-08 15:50:42,260 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 15:50:42,292 - mmaction - INFO - mean_acc 0.6946 2021-07-08 15:50:42,300 - mmaction - INFO - Epoch(val) [120][310] top1_acc: 0.6947, top5_acc: 0.8810, mean_class_accuracy: 0.6946 2021-07-08 15:51:43,116 - mmaction - INFO - Epoch [121][20/3757] lr: 1.000e-03, eta: 1 day, 9:41:10, time: 3.039, data_time: 1.954, memory: 6921, loss_aux: 0.9943, top1_acc: 0.6492, top5_acc: 0.8344, loss_cls: 1.4349, loss: 2.4292, grad_norm: 10.2820 2021-07-08 15:52:04,372 - mmaction - INFO - Epoch [121][40/3757] lr: 1.000e-03, eta: 1 day, 9:40:48, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0287, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.4627, loss: 2.4915, grad_norm: 10.7079 2021-07-08 15:52:25,526 - mmaction - INFO - Epoch [121][60/3757] lr: 1.000e-03, eta: 1 day, 9:40:27, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9956, top1_acc: 0.6641, top5_acc: 0.8336, loss_cls: 1.4202, loss: 2.4158, grad_norm: 10.6054 2021-07-08 15:52:46,521 - mmaction - INFO - Epoch [121][80/3757] lr: 1.000e-03, eta: 1 day, 9:40:05, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9289, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.2833, loss: 2.2122, grad_norm: 10.1061 2021-07-08 15:53:07,858 - mmaction - INFO - Epoch [121][100/3757] lr: 1.000e-03, eta: 1 day, 9:39:43, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9348, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.3242, loss: 2.2590, grad_norm: 10.4157 2021-07-08 15:53:29,167 - mmaction - INFO - Epoch [121][120/3757] lr: 1.000e-03, eta: 1 day, 9:39:22, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6609, top5_acc: 0.8531, loss_cls: 1.3928, loss: 2.3943, grad_norm: 10.6285 2021-07-08 15:53:50,246 - mmaction - INFO - Epoch [121][140/3757] lr: 1.000e-03, eta: 1 day, 9:39:00, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9551, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3255, loss: 2.2807, grad_norm: 10.2937 2021-07-08 15:54:11,839 - mmaction - INFO - Epoch [121][160/3757] lr: 1.000e-03, eta: 1 day, 9:38:39, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6594, top5_acc: 0.8633, loss_cls: 1.3458, loss: 2.3237, grad_norm: 10.7173 2021-07-08 15:54:33,438 - mmaction - INFO - Epoch [121][180/3757] lr: 1.000e-03, eta: 1 day, 9:38:17, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6672, top5_acc: 0.8344, loss_cls: 1.4057, loss: 2.3963, grad_norm: 10.4837 2021-07-08 15:54:54,435 - mmaction - INFO - Epoch [121][200/3757] lr: 1.000e-03, eta: 1 day, 9:37:56, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6641, top5_acc: 0.8508, loss_cls: 1.4180, loss: 2.4073, grad_norm: 10.9295 2021-07-08 15:55:15,351 - mmaction - INFO - Epoch [121][220/3757] lr: 1.000e-03, eta: 1 day, 9:37:34, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9778, top1_acc: 0.6594, top5_acc: 0.8586, loss_cls: 1.4125, loss: 2.3903, grad_norm: 10.6921 2021-07-08 15:55:36,412 - mmaction - INFO - Epoch [121][240/3757] lr: 1.000e-03, eta: 1 day, 9:37:12, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0686, top1_acc: 0.6383, top5_acc: 0.8078, loss_cls: 1.5663, loss: 2.6349, grad_norm: 10.7598 2021-07-08 15:55:57,444 - mmaction - INFO - Epoch [121][260/3757] lr: 1.000e-03, eta: 1 day, 9:36:51, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9925, top1_acc: 0.6906, top5_acc: 0.8422, loss_cls: 1.3818, loss: 2.3743, grad_norm: 10.2688 2021-07-08 15:56:18,510 - mmaction - INFO - Epoch [121][280/3757] lr: 1.000e-03, eta: 1 day, 9:36:29, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.5021, loss: 2.5238, grad_norm: 11.0316 2021-07-08 15:56:39,695 - mmaction - INFO - Epoch [121][300/3757] lr: 1.000e-03, eta: 1 day, 9:36:07, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9432, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3325, loss: 2.2757, grad_norm: 10.3021 2021-07-08 15:57:01,044 - mmaction - INFO - Epoch [121][320/3757] lr: 1.000e-03, eta: 1 day, 9:35:46, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.0127, top1_acc: 0.6453, top5_acc: 0.8445, loss_cls: 1.4806, loss: 2.4933, grad_norm: 10.8331 2021-07-08 15:57:22,552 - mmaction - INFO - Epoch [121][340/3757] lr: 1.000e-03, eta: 1 day, 9:35:24, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9434, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.3301, loss: 2.2735, grad_norm: 10.2833 2021-07-08 15:57:43,467 - mmaction - INFO - Epoch [121][360/3757] lr: 1.000e-03, eta: 1 day, 9:35:03, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0284, top1_acc: 0.6531, top5_acc: 0.8414, loss_cls: 1.4769, loss: 2.5053, grad_norm: 10.8315 2021-07-08 15:58:04,648 - mmaction - INFO - Epoch [121][380/3757] lr: 1.000e-03, eta: 1 day, 9:34:41, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9442, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.3258, loss: 2.2700, grad_norm: 10.5428 2021-07-08 15:58:25,917 - mmaction - INFO - Epoch [121][400/3757] lr: 1.000e-03, eta: 1 day, 9:34:19, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 0.9824, top1_acc: 0.6750, top5_acc: 0.8477, loss_cls: 1.3923, loss: 2.3747, grad_norm: 10.2356 2021-07-08 15:58:46,962 - mmaction - INFO - Epoch [121][420/3757] lr: 1.000e-03, eta: 1 day, 9:33:58, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3946, loss: 2.3582, grad_norm: 10.3479 2021-07-08 15:59:08,685 - mmaction - INFO - Epoch [121][440/3757] lr: 1.000e-03, eta: 1 day, 9:33:36, time: 1.088, data_time: 0.057, memory: 6921, loss_aux: 0.9842, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.4132, loss: 2.3974, grad_norm: 10.4249 2021-07-08 15:59:30,172 - mmaction - INFO - Epoch [121][460/3757] lr: 1.000e-03, eta: 1 day, 9:33:15, time: 1.073, data_time: 0.013, memory: 6921, loss_aux: 0.9873, top1_acc: 0.6555, top5_acc: 0.8375, loss_cls: 1.4571, loss: 2.4443, grad_norm: 10.3630 2021-07-08 15:59:52,043 - mmaction - INFO - Epoch [121][480/3757] lr: 1.000e-03, eta: 1 day, 9:32:53, time: 1.095, data_time: 0.055, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4269, loss: 2.4238, grad_norm: 10.2851 2021-07-08 16:00:12,955 - mmaction - INFO - Epoch [121][500/3757] lr: 1.000e-03, eta: 1 day, 9:32:32, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6438, top5_acc: 0.8469, loss_cls: 1.4009, loss: 2.3818, grad_norm: 10.5237 2021-07-08 16:00:34,113 - mmaction - INFO - Epoch [121][520/3757] lr: 1.000e-03, eta: 1 day, 9:32:10, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6570, top5_acc: 0.8336, loss_cls: 1.4510, loss: 2.4513, grad_norm: 10.4278 2021-07-08 16:00:55,163 - mmaction - INFO - Epoch [121][540/3757] lr: 1.000e-03, eta: 1 day, 9:31:48, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 0.9816, top1_acc: 0.6469, top5_acc: 0.8609, loss_cls: 1.4320, loss: 2.4136, grad_norm: 10.9901 2021-07-08 16:01:16,159 - mmaction - INFO - Epoch [121][560/3757] lr: 1.000e-03, eta: 1 day, 9:31:27, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9845, top1_acc: 0.6594, top5_acc: 0.8500, loss_cls: 1.4028, loss: 2.3873, grad_norm: 10.4182 2021-07-08 16:01:37,127 - mmaction - INFO - Epoch [121][580/3757] lr: 1.000e-03, eta: 1 day, 9:31:05, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 0.9985, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4402, loss: 2.4387, grad_norm: 10.9003 2021-07-08 16:01:58,863 - mmaction - INFO - Epoch [121][600/3757] lr: 1.000e-03, eta: 1 day, 9:30:44, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4436, loss: 2.4404, grad_norm: 10.8864 2021-07-08 16:02:20,224 - mmaction - INFO - Epoch [121][620/3757] lr: 1.000e-03, eta: 1 day, 9:30:22, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6453, top5_acc: 0.8547, loss_cls: 1.4440, loss: 2.4188, grad_norm: 10.7676 2021-07-08 16:02:41,359 - mmaction - INFO - Epoch [121][640/3757] lr: 1.000e-03, eta: 1 day, 9:30:00, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0024, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4574, loss: 2.4598, grad_norm: 10.7587 2021-07-08 16:03:02,355 - mmaction - INFO - Epoch [121][660/3757] lr: 1.000e-03, eta: 1 day, 9:29:39, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9801, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.3900, loss: 2.3701, grad_norm: 10.3456 2021-07-08 16:03:23,540 - mmaction - INFO - Epoch [121][680/3757] lr: 1.000e-03, eta: 1 day, 9:29:17, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9494, top1_acc: 0.6797, top5_acc: 0.8477, loss_cls: 1.3363, loss: 2.2857, grad_norm: 10.3349 2021-07-08 16:03:44,686 - mmaction - INFO - Epoch [121][700/3757] lr: 1.000e-03, eta: 1 day, 9:28:56, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0200, top1_acc: 0.6586, top5_acc: 0.8398, loss_cls: 1.4209, loss: 2.4409, grad_norm: 10.4922 2021-07-08 16:04:06,549 - mmaction - INFO - Epoch [121][720/3757] lr: 1.000e-03, eta: 1 day, 9:28:34, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9664, top1_acc: 0.6805, top5_acc: 0.8484, loss_cls: 1.3572, loss: 2.3235, grad_norm: 10.3004 2021-07-08 16:04:27,633 - mmaction - INFO - Epoch [121][740/3757] lr: 1.000e-03, eta: 1 day, 9:28:13, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6555, top5_acc: 0.8375, loss_cls: 1.4330, loss: 2.4091, grad_norm: 10.6529 2021-07-08 16:04:48,664 - mmaction - INFO - Epoch [121][760/3757] lr: 1.000e-03, eta: 1 day, 9:27:51, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0136, top1_acc: 0.6500, top5_acc: 0.8258, loss_cls: 1.4754, loss: 2.4890, grad_norm: 10.9003 2021-07-08 16:05:09,706 - mmaction - INFO - Epoch [121][780/3757] lr: 1.000e-03, eta: 1 day, 9:27:29, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3858, loss: 2.3752, grad_norm: 10.5499 2021-07-08 16:05:30,859 - mmaction - INFO - Epoch [121][800/3757] lr: 1.000e-03, eta: 1 day, 9:27:08, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9981, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.4366, loss: 2.4347, grad_norm: 10.9402 2021-07-08 16:05:52,082 - mmaction - INFO - Epoch [121][820/3757] lr: 1.000e-03, eta: 1 day, 9:26:46, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0043, top1_acc: 0.6477, top5_acc: 0.8281, loss_cls: 1.4568, loss: 2.4611, grad_norm: 10.7251 2021-07-08 16:06:13,065 - mmaction - INFO - Epoch [121][840/3757] lr: 1.000e-03, eta: 1 day, 9:26:24, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9765, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.4292, loss: 2.4056, grad_norm: 10.4124 2021-07-08 16:06:34,422 - mmaction - INFO - Epoch [121][860/3757] lr: 1.000e-03, eta: 1 day, 9:26:03, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9553, top1_acc: 0.6727, top5_acc: 0.8547, loss_cls: 1.3609, loss: 2.3161, grad_norm: 10.2306 2021-07-08 16:06:55,803 - mmaction - INFO - Epoch [121][880/3757] lr: 1.000e-03, eta: 1 day, 9:25:41, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 1.0225, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4574, loss: 2.4799, grad_norm: 10.6168 2021-07-08 16:07:16,925 - mmaction - INFO - Epoch [121][900/3757] lr: 1.000e-03, eta: 1 day, 9:25:20, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4089, loss: 2.3917, grad_norm: 10.4282 2021-07-08 16:07:38,861 - mmaction - INFO - Epoch [121][920/3757] lr: 1.000e-03, eta: 1 day, 9:24:58, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.4351, loss: 2.4304, grad_norm: 10.4676 2021-07-08 16:07:59,760 - mmaction - INFO - Epoch [121][940/3757] lr: 1.000e-03, eta: 1 day, 9:24:37, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6758, top5_acc: 0.8398, loss_cls: 1.4118, loss: 2.4262, grad_norm: 10.2959 2021-07-08 16:08:21,616 - mmaction - INFO - Epoch [121][960/3757] lr: 1.000e-03, eta: 1 day, 9:24:15, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6672, top5_acc: 0.8523, loss_cls: 1.3927, loss: 2.3674, grad_norm: 10.4579 2021-07-08 16:08:42,555 - mmaction - INFO - Epoch [121][980/3757] lr: 1.000e-03, eta: 1 day, 9:23:53, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9776, top1_acc: 0.6664, top5_acc: 0.8633, loss_cls: 1.3632, loss: 2.3408, grad_norm: 10.4506 2021-07-08 16:09:03,807 - mmaction - INFO - Epoch [121][1000/3757] lr: 1.000e-03, eta: 1 day, 9:23:32, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.3999, loss: 2.3680, grad_norm: 10.4375 2021-07-08 16:09:25,138 - mmaction - INFO - Epoch [121][1020/3757] lr: 1.000e-03, eta: 1 day, 9:23:10, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0094, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4570, loss: 2.4664, grad_norm: 10.5276 2021-07-08 16:09:46,601 - mmaction - INFO - Epoch [121][1040/3757] lr: 1.000e-03, eta: 1 day, 9:22:49, time: 1.074, data_time: 0.024, memory: 6921, loss_aux: 1.0089, top1_acc: 0.6484, top5_acc: 0.8336, loss_cls: 1.4858, loss: 2.4947, grad_norm: 10.7503 2021-07-08 16:10:07,903 - mmaction - INFO - Epoch [121][1060/3757] lr: 1.000e-03, eta: 1 day, 9:22:27, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6664, top5_acc: 0.8398, loss_cls: 1.4137, loss: 2.4178, grad_norm: 10.4407 2021-07-08 16:10:28,874 - mmaction - INFO - Epoch [121][1080/3757] lr: 1.000e-03, eta: 1 day, 9:22:06, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.4129, loss: 2.4287, grad_norm: 10.5870 2021-07-08 16:10:50,163 - mmaction - INFO - Epoch [121][1100/3757] lr: 1.000e-03, eta: 1 day, 9:21:44, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9978, top1_acc: 0.6594, top5_acc: 0.8305, loss_cls: 1.4393, loss: 2.4370, grad_norm: 10.1663 2021-07-08 16:11:11,744 - mmaction - INFO - Epoch [121][1120/3757] lr: 1.000e-03, eta: 1 day, 9:21:22, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9418, top1_acc: 0.6656, top5_acc: 0.8547, loss_cls: 1.3832, loss: 2.3250, grad_norm: 10.3883 2021-07-08 16:11:33,324 - mmaction - INFO - Epoch [121][1140/3757] lr: 1.000e-03, eta: 1 day, 9:21:01, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6758, top5_acc: 0.8469, loss_cls: 1.3767, loss: 2.3569, grad_norm: 10.3894 2021-07-08 16:11:54,567 - mmaction - INFO - Epoch [121][1160/3757] lr: 1.000e-03, eta: 1 day, 9:20:39, time: 1.075, data_time: 0.015, memory: 6921, loss_aux: 0.9869, top1_acc: 0.6625, top5_acc: 0.8461, loss_cls: 1.4303, loss: 2.4172, grad_norm: 10.7784 2021-07-08 16:12:15,713 - mmaction - INFO - Epoch [121][1180/3757] lr: 1.000e-03, eta: 1 day, 9:20:18, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9962, top1_acc: 0.6523, top5_acc: 0.8453, loss_cls: 1.4439, loss: 2.4402, grad_norm: 10.5713 2021-07-08 16:12:36,989 - mmaction - INFO - Epoch [121][1200/3757] lr: 1.000e-03, eta: 1 day, 9:19:56, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9748, top1_acc: 0.6891, top5_acc: 0.8406, loss_cls: 1.3750, loss: 2.3499, grad_norm: 10.3821 2021-07-08 16:12:58,309 - mmaction - INFO - Epoch [121][1220/3757] lr: 1.000e-03, eta: 1 day, 9:19:35, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9531, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.3934, loss: 2.3465, grad_norm: 10.7216 2021-07-08 16:13:19,141 - mmaction - INFO - Epoch [121][1240/3757] lr: 1.000e-03, eta: 1 day, 9:19:13, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.4041, loss: 2.3925, grad_norm: 10.5217 2021-07-08 16:13:40,205 - mmaction - INFO - Epoch [121][1260/3757] lr: 1.000e-03, eta: 1 day, 9:18:51, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0426, top1_acc: 0.6352, top5_acc: 0.8445, loss_cls: 1.4990, loss: 2.5415, grad_norm: 11.1717 2021-07-08 16:14:00,976 - mmaction - INFO - Epoch [121][1280/3757] lr: 1.000e-03, eta: 1 day, 9:18:30, time: 1.038, data_time: 0.004, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6484, top5_acc: 0.8352, loss_cls: 1.4519, loss: 2.4570, grad_norm: 11.0436 2021-07-08 16:14:22,154 - mmaction - INFO - Epoch [121][1300/3757] lr: 1.000e-03, eta: 1 day, 9:18:08, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.4243, loss: 2.4218, grad_norm: 10.6775 2021-07-08 16:14:43,586 - mmaction - INFO - Epoch [121][1320/3757] lr: 1.000e-03, eta: 1 day, 9:17:46, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.3788, loss: 2.3438, grad_norm: 10.5837 2021-07-08 16:15:05,223 - mmaction - INFO - Epoch [121][1340/3757] lr: 1.000e-03, eta: 1 day, 9:17:25, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.4113, loss: 2.3999, grad_norm: 10.5187 2021-07-08 16:15:26,492 - mmaction - INFO - Epoch [121][1360/3757] lr: 1.000e-03, eta: 1 day, 9:17:03, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9565, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3732, loss: 2.3296, grad_norm: 10.6805 2021-07-08 16:15:47,562 - mmaction - INFO - Epoch [121][1380/3757] lr: 1.000e-03, eta: 1 day, 9:16:42, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0496, top1_acc: 0.6508, top5_acc: 0.8250, loss_cls: 1.5161, loss: 2.5656, grad_norm: 10.7638 2021-07-08 16:16:08,664 - mmaction - INFO - Epoch [121][1400/3757] lr: 1.000e-03, eta: 1 day, 9:16:20, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0602, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5614, loss: 2.6216, grad_norm: 10.8694 2021-07-08 16:16:29,822 - mmaction - INFO - Epoch [121][1420/3757] lr: 1.000e-03, eta: 1 day, 9:15:58, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9467, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3477, loss: 2.2944, grad_norm: 10.3911 2021-07-08 16:16:50,898 - mmaction - INFO - Epoch [121][1440/3757] lr: 1.000e-03, eta: 1 day, 9:15:37, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9936, top1_acc: 0.6445, top5_acc: 0.8508, loss_cls: 1.4253, loss: 2.4188, grad_norm: 10.7185 2021-07-08 16:17:12,139 - mmaction - INFO - Epoch [121][1460/3757] lr: 1.000e-03, eta: 1 day, 9:15:15, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9888, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3617, loss: 2.3505, grad_norm: 10.1894 2021-07-08 16:17:34,253 - mmaction - INFO - Epoch [121][1480/3757] lr: 1.000e-03, eta: 1 day, 9:14:54, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.3469, loss: 2.3230, grad_norm: 10.5284 2021-07-08 16:17:55,212 - mmaction - INFO - Epoch [121][1500/3757] lr: 1.000e-03, eta: 1 day, 9:14:32, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0231, top1_acc: 0.6516, top5_acc: 0.8266, loss_cls: 1.4816, loss: 2.5047, grad_norm: 10.7864 2021-07-08 16:18:16,314 - mmaction - INFO - Epoch [121][1520/3757] lr: 1.000e-03, eta: 1 day, 9:14:11, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3841, loss: 2.3731, grad_norm: 10.7796 2021-07-08 16:18:37,453 - mmaction - INFO - Epoch [121][1540/3757] lr: 1.000e-03, eta: 1 day, 9:13:49, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9660, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3895, loss: 2.3556, grad_norm: 10.4033 2021-07-08 16:18:58,684 - mmaction - INFO - Epoch [121][1560/3757] lr: 1.000e-03, eta: 1 day, 9:13:27, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 0.9990, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4105, loss: 2.4095, grad_norm: 10.5262 2021-07-08 16:19:19,942 - mmaction - INFO - Epoch [121][1580/3757] lr: 1.000e-03, eta: 1 day, 9:13:06, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9285, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3209, loss: 2.2494, grad_norm: 10.2657 2021-07-08 16:19:40,917 - mmaction - INFO - Epoch [121][1600/3757] lr: 1.000e-03, eta: 1 day, 9:12:44, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0094, top1_acc: 0.6406, top5_acc: 0.8477, loss_cls: 1.4599, loss: 2.4693, grad_norm: 10.8545 2021-07-08 16:20:02,632 - mmaction - INFO - Epoch [121][1620/3757] lr: 1.000e-03, eta: 1 day, 9:12:23, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6734, top5_acc: 0.8656, loss_cls: 1.3067, loss: 2.2688, grad_norm: 10.1546 2021-07-08 16:20:23,764 - mmaction - INFO - Epoch [121][1640/3757] lr: 1.000e-03, eta: 1 day, 9:12:01, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9591, top1_acc: 0.6719, top5_acc: 0.8703, loss_cls: 1.3247, loss: 2.2838, grad_norm: 10.2389 2021-07-08 16:20:44,958 - mmaction - INFO - Epoch [121][1660/3757] lr: 1.000e-03, eta: 1 day, 9:11:39, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6664, top5_acc: 0.8336, loss_cls: 1.4438, loss: 2.4266, grad_norm: 10.4570 2021-07-08 16:21:06,037 - mmaction - INFO - Epoch [121][1680/3757] lr: 1.000e-03, eta: 1 day, 9:11:18, time: 1.054, data_time: 0.008, memory: 6921, loss_aux: 0.9765, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.4041, loss: 2.3806, grad_norm: 10.5146 2021-07-08 16:21:27,119 - mmaction - INFO - Epoch [121][1700/3757] lr: 1.000e-03, eta: 1 day, 9:10:56, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9336, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3445, loss: 2.2781, grad_norm: 10.4435 2021-07-08 16:21:48,437 - mmaction - INFO - Epoch [121][1720/3757] lr: 1.000e-03, eta: 1 day, 9:10:35, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6703, top5_acc: 0.8352, loss_cls: 1.4263, loss: 2.4154, grad_norm: 10.3185 2021-07-08 16:22:09,641 - mmaction - INFO - Epoch [121][1740/3757] lr: 1.000e-03, eta: 1 day, 9:10:13, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 1.0090, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4466, loss: 2.4556, grad_norm: 10.5731 2021-07-08 16:22:30,875 - mmaction - INFO - Epoch [121][1760/3757] lr: 1.000e-03, eta: 1 day, 9:09:51, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0434, top1_acc: 0.6469, top5_acc: 0.8328, loss_cls: 1.5120, loss: 2.5554, grad_norm: 10.7215 2021-07-08 16:22:52,023 - mmaction - INFO - Epoch [121][1780/3757] lr: 1.000e-03, eta: 1 day, 9:09:30, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0037, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4463, loss: 2.4500, grad_norm: 10.4408 2021-07-08 16:23:13,313 - mmaction - INFO - Epoch [121][1800/3757] lr: 1.000e-03, eta: 1 day, 9:09:08, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 1.0088, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4322, loss: 2.4410, grad_norm: 10.5871 2021-07-08 16:23:34,737 - mmaction - INFO - Epoch [121][1820/3757] lr: 1.000e-03, eta: 1 day, 9:08:47, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9979, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4122, loss: 2.4101, grad_norm: 10.5069 2021-07-08 16:23:56,535 - mmaction - INFO - Epoch [121][1840/3757] lr: 1.000e-03, eta: 1 day, 9:08:25, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9617, top1_acc: 0.6617, top5_acc: 0.8430, loss_cls: 1.4006, loss: 2.3622, grad_norm: 10.5863 2021-07-08 16:24:17,718 - mmaction - INFO - Epoch [121][1860/3757] lr: 1.000e-03, eta: 1 day, 9:08:04, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6570, top5_acc: 0.8383, loss_cls: 1.4421, loss: 2.4048, grad_norm: 10.6047 2021-07-08 16:24:38,955 - mmaction - INFO - Epoch [121][1880/3757] lr: 1.000e-03, eta: 1 day, 9:07:42, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0086, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4219, loss: 2.4305, grad_norm: 10.3913 2021-07-08 16:24:59,996 - mmaction - INFO - Epoch [121][1900/3757] lr: 1.000e-03, eta: 1 day, 9:07:20, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3687, loss: 2.3301, grad_norm: 10.5093 2021-07-08 16:25:21,033 - mmaction - INFO - Epoch [121][1920/3757] lr: 1.000e-03, eta: 1 day, 9:06:59, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9501, top1_acc: 0.6625, top5_acc: 0.8539, loss_cls: 1.3946, loss: 2.3447, grad_norm: 10.5290 2021-07-08 16:25:42,404 - mmaction - INFO - Epoch [121][1940/3757] lr: 1.000e-03, eta: 1 day, 9:06:37, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9878, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4406, loss: 2.4284, grad_norm: 10.5887 2021-07-08 16:26:03,499 - mmaction - INFO - Epoch [121][1960/3757] lr: 1.000e-03, eta: 1 day, 9:06:16, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9620, top1_acc: 0.6687, top5_acc: 0.8633, loss_cls: 1.3377, loss: 2.2997, grad_norm: 10.6005 2021-07-08 16:26:25,270 - mmaction - INFO - Epoch [121][1980/3757] lr: 1.000e-03, eta: 1 day, 9:05:54, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 0.9736, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.3942, loss: 2.3678, grad_norm: 10.5480 2021-07-08 16:26:46,236 - mmaction - INFO - Epoch [121][2000/3757] lr: 1.000e-03, eta: 1 day, 9:05:32, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0096, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.4476, loss: 2.4572, grad_norm: 10.5536 2021-07-08 16:27:07,242 - mmaction - INFO - Epoch [121][2020/3757] lr: 1.000e-03, eta: 1 day, 9:05:11, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9870, top1_acc: 0.6633, top5_acc: 0.8555, loss_cls: 1.3990, loss: 2.3859, grad_norm: 10.7120 2021-07-08 16:27:28,328 - mmaction - INFO - Epoch [121][2040/3757] lr: 1.000e-03, eta: 1 day, 9:04:49, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9778, top1_acc: 0.6664, top5_acc: 0.8531, loss_cls: 1.3879, loss: 2.3656, grad_norm: 10.7477 2021-07-08 16:27:49,261 - mmaction - INFO - Epoch [121][2060/3757] lr: 1.000e-03, eta: 1 day, 9:04:27, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6672, top5_acc: 0.8250, loss_cls: 1.4539, loss: 2.4678, grad_norm: 10.4328 2021-07-08 16:28:10,454 - mmaction - INFO - Epoch [121][2080/3757] lr: 1.000e-03, eta: 1 day, 9:04:06, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9871, top1_acc: 0.6648, top5_acc: 0.8547, loss_cls: 1.4007, loss: 2.3877, grad_norm: 10.5014 2021-07-08 16:28:31,848 - mmaction - INFO - Epoch [121][2100/3757] lr: 1.000e-03, eta: 1 day, 9:03:44, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6656, top5_acc: 0.8430, loss_cls: 1.3908, loss: 2.3729, grad_norm: 10.6447 2021-07-08 16:28:52,865 - mmaction - INFO - Epoch [121][2120/3757] lr: 1.000e-03, eta: 1 day, 9:03:23, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.3960, loss: 2.3580, grad_norm: 10.7791 2021-07-08 16:29:14,033 - mmaction - INFO - Epoch [121][2140/3757] lr: 1.000e-03, eta: 1 day, 9:03:01, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4463, loss: 2.4483, grad_norm: 10.7489 2021-07-08 16:29:35,233 - mmaction - INFO - Epoch [121][2160/3757] lr: 1.000e-03, eta: 1 day, 9:02:39, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9459, top1_acc: 0.6852, top5_acc: 0.8531, loss_cls: 1.3559, loss: 2.3018, grad_norm: 10.6679 2021-07-08 16:29:56,518 - mmaction - INFO - Epoch [121][2180/3757] lr: 1.000e-03, eta: 1 day, 9:02:18, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.3722, loss: 2.3456, grad_norm: 10.4140 2021-07-08 16:30:18,110 - mmaction - INFO - Epoch [121][2200/3757] lr: 1.000e-03, eta: 1 day, 9:01:56, time: 1.079, data_time: 0.028, memory: 6921, loss_aux: 0.9171, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.2881, loss: 2.2052, grad_norm: 10.1017 2021-07-08 16:30:39,384 - mmaction - INFO - Epoch [121][2220/3757] lr: 1.000e-03, eta: 1 day, 9:01:35, time: 1.065, data_time: 0.029, memory: 6921, loss_aux: 1.0027, top1_acc: 0.6570, top5_acc: 0.8313, loss_cls: 1.4291, loss: 2.4318, grad_norm: 10.5664 2021-07-08 16:31:00,333 - mmaction - INFO - Epoch [121][2240/3757] lr: 1.000e-03, eta: 1 day, 9:01:13, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0250, top1_acc: 0.6461, top5_acc: 0.8484, loss_cls: 1.4610, loss: 2.4860, grad_norm: 10.8200 2021-07-08 16:31:21,362 - mmaction - INFO - Epoch [121][2260/3757] lr: 1.000e-03, eta: 1 day, 9:00:51, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 1.0283, top1_acc: 0.6547, top5_acc: 0.8453, loss_cls: 1.4762, loss: 2.5046, grad_norm: 10.7350 2021-07-08 16:31:42,654 - mmaction - INFO - Epoch [121][2280/3757] lr: 1.000e-03, eta: 1 day, 9:00:30, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9701, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.3402, loss: 2.3103, grad_norm: 10.3462 2021-07-08 16:32:03,892 - mmaction - INFO - Epoch [121][2300/3757] lr: 1.000e-03, eta: 1 day, 9:00:08, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6336, top5_acc: 0.8383, loss_cls: 1.4882, loss: 2.5067, grad_norm: 10.8037 2021-07-08 16:32:24,953 - mmaction - INFO - Epoch [121][2320/3757] lr: 1.000e-03, eta: 1 day, 8:59:47, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9902, top1_acc: 0.6602, top5_acc: 0.8492, loss_cls: 1.4157, loss: 2.4058, grad_norm: 10.5650 2021-07-08 16:32:45,874 - mmaction - INFO - Epoch [121][2340/3757] lr: 1.000e-03, eta: 1 day, 8:59:25, time: 1.046, data_time: 0.007, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4154, loss: 2.4041, grad_norm: 10.5840 2021-07-08 16:33:07,577 - mmaction - INFO - Epoch [121][2360/3757] lr: 1.000e-03, eta: 1 day, 8:59:04, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 1.0186, top1_acc: 0.6523, top5_acc: 0.8352, loss_cls: 1.4920, loss: 2.5106, grad_norm: 10.5877 2021-07-08 16:33:28,601 - mmaction - INFO - Epoch [121][2380/3757] lr: 1.000e-03, eta: 1 day, 8:58:42, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.4074, loss: 2.3993, grad_norm: 10.7240 2021-07-08 16:33:50,809 - mmaction - INFO - Epoch [121][2400/3757] lr: 1.000e-03, eta: 1 day, 8:58:21, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3855, loss: 2.3669, grad_norm: 10.3002 2021-07-08 16:34:12,477 - mmaction - INFO - Epoch [121][2420/3757] lr: 1.000e-03, eta: 1 day, 8:57:59, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 1.0293, top1_acc: 0.6656, top5_acc: 0.8422, loss_cls: 1.4580, loss: 2.4873, grad_norm: 10.7514 2021-07-08 16:34:33,493 - mmaction - INFO - Epoch [121][2440/3757] lr: 1.000e-03, eta: 1 day, 8:57:37, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0043, top1_acc: 0.6727, top5_acc: 0.8398, loss_cls: 1.4499, loss: 2.4542, grad_norm: 10.8242 2021-07-08 16:34:54,282 - mmaction - INFO - Epoch [121][2460/3757] lr: 1.000e-03, eta: 1 day, 8:57:16, time: 1.041, data_time: 0.004, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4452, loss: 2.4336, grad_norm: 11.0042 2021-07-08 16:35:15,428 - mmaction - INFO - Epoch [121][2480/3757] lr: 1.000e-03, eta: 1 day, 8:56:54, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0235, top1_acc: 0.6398, top5_acc: 0.8406, loss_cls: 1.5100, loss: 2.5335, grad_norm: 10.8303 2021-07-08 16:35:36,390 - mmaction - INFO - Epoch [121][2500/3757] lr: 1.000e-03, eta: 1 day, 8:56:32, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9515, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3288, loss: 2.2803, grad_norm: 10.3193 2021-07-08 16:35:58,017 - mmaction - INFO - Epoch [121][2520/3757] lr: 1.000e-03, eta: 1 day, 8:56:11, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9539, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3506, loss: 2.3046, grad_norm: 10.5706 2021-07-08 16:36:19,095 - mmaction - INFO - Epoch [121][2540/3757] lr: 1.000e-03, eta: 1 day, 8:55:49, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6672, top5_acc: 0.8594, loss_cls: 1.3846, loss: 2.3661, grad_norm: 10.5578 2021-07-08 16:36:40,306 - mmaction - INFO - Epoch [121][2560/3757] lr: 1.000e-03, eta: 1 day, 8:55:28, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9655, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.3654, loss: 2.3309, grad_norm: 10.4446 2021-07-08 16:37:01,689 - mmaction - INFO - Epoch [121][2580/3757] lr: 1.000e-03, eta: 1 day, 8:55:06, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0275, top1_acc: 0.6383, top5_acc: 0.8383, loss_cls: 1.5219, loss: 2.5495, grad_norm: 11.1930 2021-07-08 16:37:22,749 - mmaction - INFO - Epoch [121][2600/3757] lr: 1.000e-03, eta: 1 day, 8:54:45, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0071, top1_acc: 0.6664, top5_acc: 0.8391, loss_cls: 1.4410, loss: 2.4481, grad_norm: 10.7008 2021-07-08 16:37:43,875 - mmaction - INFO - Epoch [121][2620/3757] lr: 1.000e-03, eta: 1 day, 8:54:23, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0036, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4399, loss: 2.4435, grad_norm: 10.5348 2021-07-08 16:38:04,877 - mmaction - INFO - Epoch [121][2640/3757] lr: 1.000e-03, eta: 1 day, 8:54:01, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9630, top1_acc: 0.6781, top5_acc: 0.8453, loss_cls: 1.3870, loss: 2.3500, grad_norm: 10.2941 2021-07-08 16:38:25,840 - mmaction - INFO - Epoch [121][2660/3757] lr: 1.000e-03, eta: 1 day, 8:53:40, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4384, loss: 2.4270, grad_norm: 10.5045 2021-07-08 16:38:46,925 - mmaction - INFO - Epoch [121][2680/3757] lr: 1.000e-03, eta: 1 day, 8:53:18, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9965, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4090, loss: 2.4055, grad_norm: 10.7117 2021-07-08 16:39:09,395 - mmaction - INFO - Epoch [121][2700/3757] lr: 1.000e-03, eta: 1 day, 8:52:57, time: 1.124, data_time: 0.003, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6797, top5_acc: 0.8430, loss_cls: 1.3818, loss: 2.3398, grad_norm: 10.1956 2021-07-08 16:39:30,418 - mmaction - INFO - Epoch [121][2720/3757] lr: 1.000e-03, eta: 1 day, 8:52:35, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6758, top5_acc: 0.8430, loss_cls: 1.3951, loss: 2.3889, grad_norm: 10.1091 2021-07-08 16:39:51,564 - mmaction - INFO - Epoch [121][2740/3757] lr: 1.000e-03, eta: 1 day, 8:52:13, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 1.0004, top1_acc: 0.6633, top5_acc: 0.8492, loss_cls: 1.4374, loss: 2.4378, grad_norm: 10.3217 2021-07-08 16:40:12,554 - mmaction - INFO - Epoch [121][2760/3757] lr: 1.000e-03, eta: 1 day, 8:51:52, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9796, top1_acc: 0.6562, top5_acc: 0.8516, loss_cls: 1.4070, loss: 2.3866, grad_norm: 10.3243 2021-07-08 16:40:33,547 - mmaction - INFO - Epoch [121][2780/3757] lr: 1.000e-03, eta: 1 day, 8:51:30, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0290, top1_acc: 0.6508, top5_acc: 0.8320, loss_cls: 1.4625, loss: 2.4915, grad_norm: 10.8375 2021-07-08 16:40:54,663 - mmaction - INFO - Epoch [121][2800/3757] lr: 1.000e-03, eta: 1 day, 8:51:08, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6609, top5_acc: 0.8367, loss_cls: 1.4332, loss: 2.4269, grad_norm: 10.5030 2021-07-08 16:41:16,020 - mmaction - INFO - Epoch [121][2820/3757] lr: 1.000e-03, eta: 1 day, 8:50:47, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9896, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.3873, loss: 2.3770, grad_norm: 10.3234 2021-07-08 16:41:38,289 - mmaction - INFO - Epoch [121][2840/3757] lr: 1.000e-03, eta: 1 day, 8:50:26, time: 1.112, data_time: 0.001, memory: 6921, loss_aux: 0.9583, top1_acc: 0.6578, top5_acc: 0.8398, loss_cls: 1.3966, loss: 2.3549, grad_norm: 10.4889 2021-07-08 16:41:59,446 - mmaction - INFO - Epoch [121][2860/3757] lr: 1.000e-03, eta: 1 day, 8:50:04, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6609, top5_acc: 0.8523, loss_cls: 1.4111, loss: 2.3932, grad_norm: 10.7326 2021-07-08 16:42:20,431 - mmaction - INFO - Epoch [121][2880/3757] lr: 1.000e-03, eta: 1 day, 8:49:42, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9664, top1_acc: 0.6727, top5_acc: 0.8578, loss_cls: 1.3563, loss: 2.3227, grad_norm: 10.6011 2021-07-08 16:42:42,055 - mmaction - INFO - Epoch [121][2900/3757] lr: 1.000e-03, eta: 1 day, 8:49:21, time: 1.081, data_time: 0.029, memory: 6921, loss_aux: 1.0299, top1_acc: 0.6523, top5_acc: 0.8328, loss_cls: 1.4754, loss: 2.5053, grad_norm: 10.9617 2021-07-08 16:43:03,000 - mmaction - INFO - Epoch [121][2920/3757] lr: 1.000e-03, eta: 1 day, 8:48:59, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0575, top1_acc: 0.6578, top5_acc: 0.8266, loss_cls: 1.5291, loss: 2.5866, grad_norm: 10.3971 2021-07-08 16:43:24,004 - mmaction - INFO - Epoch [121][2940/3757] lr: 1.000e-03, eta: 1 day, 8:48:38, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 1.0247, top1_acc: 0.6633, top5_acc: 0.8508, loss_cls: 1.4419, loss: 2.4667, grad_norm: 10.6112 2021-07-08 16:43:45,867 - mmaction - INFO - Epoch [121][2960/3757] lr: 1.000e-03, eta: 1 day, 8:48:16, time: 1.094, data_time: 0.054, memory: 6921, loss_aux: 0.9916, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4251, loss: 2.4168, grad_norm: 10.8074 2021-07-08 16:44:06,930 - mmaction - INFO - Epoch [121][2980/3757] lr: 1.000e-03, eta: 1 day, 8:47:54, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9615, top1_acc: 0.6922, top5_acc: 0.8547, loss_cls: 1.3522, loss: 2.3137, grad_norm: 10.0724 2021-07-08 16:44:28,513 - mmaction - INFO - Epoch [121][3000/3757] lr: 1.000e-03, eta: 1 day, 8:47:33, time: 1.079, data_time: 0.037, memory: 6921, loss_aux: 0.9873, top1_acc: 0.6680, top5_acc: 0.8469, loss_cls: 1.4119, loss: 2.3992, grad_norm: 10.3046 2021-07-08 16:44:49,425 - mmaction - INFO - Epoch [121][3020/3757] lr: 1.000e-03, eta: 1 day, 8:47:11, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4518, loss: 2.4534, grad_norm: 10.5118 2021-07-08 16:45:11,410 - mmaction - INFO - Epoch [121][3040/3757] lr: 1.000e-03, eta: 1 day, 8:46:50, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 0.9354, top1_acc: 0.6742, top5_acc: 0.8625, loss_cls: 1.3155, loss: 2.2509, grad_norm: 10.3332 2021-07-08 16:45:32,282 - mmaction - INFO - Epoch [121][3060/3757] lr: 1.000e-03, eta: 1 day, 8:46:28, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 1.0033, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4724, loss: 2.4757, grad_norm: 10.7005 2021-07-08 16:45:53,405 - mmaction - INFO - Epoch [121][3080/3757] lr: 1.000e-03, eta: 1 day, 8:46:07, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0083, top1_acc: 0.6547, top5_acc: 0.8484, loss_cls: 1.4243, loss: 2.4327, grad_norm: 10.6770 2021-07-08 16:46:14,474 - mmaction - INFO - Epoch [121][3100/3757] lr: 1.000e-03, eta: 1 day, 8:45:45, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9849, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4077, loss: 2.3926, grad_norm: 10.4430 2021-07-08 16:46:35,876 - mmaction - INFO - Epoch [121][3120/3757] lr: 1.000e-03, eta: 1 day, 8:45:23, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 0.9138, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.3037, loss: 2.2175, grad_norm: 10.1210 2021-07-08 16:46:57,647 - mmaction - INFO - Epoch [121][3140/3757] lr: 1.000e-03, eta: 1 day, 8:45:02, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 1.0281, top1_acc: 0.6445, top5_acc: 0.8336, loss_cls: 1.4831, loss: 2.5112, grad_norm: 11.0797 2021-07-08 16:47:18,673 - mmaction - INFO - Epoch [121][3160/3757] lr: 1.000e-03, eta: 1 day, 8:44:40, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0239, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.4686, loss: 2.4925, grad_norm: 10.8382 2021-07-08 16:47:39,890 - mmaction - INFO - Epoch [121][3180/3757] lr: 1.000e-03, eta: 1 day, 8:44:19, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0084, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4337, loss: 2.4421, grad_norm: 10.9447 2021-07-08 16:48:01,095 - mmaction - INFO - Epoch [121][3200/3757] lr: 1.000e-03, eta: 1 day, 8:43:57, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9552, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3817, loss: 2.3368, grad_norm: 10.3843 2021-07-08 16:48:23,026 - mmaction - INFO - Epoch [121][3220/3757] lr: 1.000e-03, eta: 1 day, 8:43:36, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 1.0520, top1_acc: 0.6477, top5_acc: 0.8242, loss_cls: 1.5152, loss: 2.5672, grad_norm: 10.6713 2021-07-08 16:48:43,873 - mmaction - INFO - Epoch [121][3240/3757] lr: 1.000e-03, eta: 1 day, 8:43:14, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 0.9556, top1_acc: 0.6703, top5_acc: 0.8523, loss_cls: 1.3541, loss: 2.3097, grad_norm: 10.3455 2021-07-08 16:49:04,880 - mmaction - INFO - Epoch [121][3260/3757] lr: 1.000e-03, eta: 1 day, 8:42:52, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9644, top1_acc: 0.6531, top5_acc: 0.8445, loss_cls: 1.4046, loss: 2.3691, grad_norm: 10.5299 2021-07-08 16:49:26,810 - mmaction - INFO - Epoch [121][3280/3757] lr: 1.000e-03, eta: 1 day, 8:42:31, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6672, top5_acc: 0.8617, loss_cls: 1.3738, loss: 2.3464, grad_norm: 10.7251 2021-07-08 16:49:48,401 - mmaction - INFO - Epoch [121][3300/3757] lr: 1.000e-03, eta: 1 day, 8:42:09, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 0.9674, top1_acc: 0.6711, top5_acc: 0.8398, loss_cls: 1.3682, loss: 2.3355, grad_norm: 10.8638 2021-07-08 16:50:09,505 - mmaction - INFO - Epoch [121][3320/3757] lr: 1.000e-03, eta: 1 day, 8:41:48, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.3961, loss: 2.3764, grad_norm: 10.5718 2021-07-08 16:50:30,485 - mmaction - INFO - Epoch [121][3340/3757] lr: 1.000e-03, eta: 1 day, 8:41:26, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4293, loss: 2.4260, grad_norm: 10.7679 2021-07-08 16:50:51,794 - mmaction - INFO - Epoch [121][3360/3757] lr: 1.000e-03, eta: 1 day, 8:41:05, time: 1.065, data_time: 0.017, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6734, top5_acc: 0.8445, loss_cls: 1.4075, loss: 2.3903, grad_norm: 10.3157 2021-07-08 16:51:13,349 - mmaction - INFO - Epoch [121][3380/3757] lr: 1.000e-03, eta: 1 day, 8:40:43, time: 1.078, data_time: 0.023, memory: 6921, loss_aux: 1.0307, top1_acc: 0.6578, top5_acc: 0.8320, loss_cls: 1.4909, loss: 2.5216, grad_norm: 10.7780 2021-07-08 16:51:34,491 - mmaction - INFO - Epoch [121][3400/3757] lr: 1.000e-03, eta: 1 day, 8:40:21, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9399, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.3763, loss: 2.3162, grad_norm: 10.4332 2021-07-08 16:51:55,582 - mmaction - INFO - Epoch [121][3420/3757] lr: 1.000e-03, eta: 1 day, 8:40:00, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.4098, loss: 2.4201, grad_norm: 10.7142 2021-07-08 16:52:16,691 - mmaction - INFO - Epoch [121][3440/3757] lr: 1.000e-03, eta: 1 day, 8:39:38, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4534, loss: 2.4665, grad_norm: 10.6704 2021-07-08 16:52:37,924 - mmaction - INFO - Epoch [121][3460/3757] lr: 1.000e-03, eta: 1 day, 8:39:17, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0178, top1_acc: 0.6422, top5_acc: 0.8328, loss_cls: 1.4843, loss: 2.5021, grad_norm: 11.2807 2021-07-08 16:52:59,064 - mmaction - INFO - Epoch [121][3480/3757] lr: 1.000e-03, eta: 1 day, 8:38:55, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0124, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.5054, loss: 2.5178, grad_norm: 11.0801 2021-07-08 16:53:20,169 - mmaction - INFO - Epoch [121][3500/3757] lr: 1.000e-03, eta: 1 day, 8:38:33, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3618, loss: 2.3299, grad_norm: 10.3213 2021-07-08 16:53:42,056 - mmaction - INFO - Epoch [121][3520/3757] lr: 1.000e-03, eta: 1 day, 8:38:12, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 0.9876, top1_acc: 0.6641, top5_acc: 0.8500, loss_cls: 1.4059, loss: 2.3935, grad_norm: 10.6368 2021-07-08 16:54:03,255 - mmaction - INFO - Epoch [121][3540/3757] lr: 1.000e-03, eta: 1 day, 8:37:50, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9525, top1_acc: 0.6906, top5_acc: 0.8492, loss_cls: 1.3502, loss: 2.3027, grad_norm: 10.2788 2021-07-08 16:54:24,466 - mmaction - INFO - Epoch [121][3560/3757] lr: 1.000e-03, eta: 1 day, 8:37:29, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9865, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4228, loss: 2.4092, grad_norm: 10.7426 2021-07-08 16:54:45,683 - mmaction - INFO - Epoch [121][3580/3757] lr: 1.000e-03, eta: 1 day, 8:37:07, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9751, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3869, loss: 2.3620, grad_norm: 10.9115 2021-07-08 16:55:06,823 - mmaction - INFO - Epoch [121][3600/3757] lr: 1.000e-03, eta: 1 day, 8:36:46, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0112, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.4547, loss: 2.4660, grad_norm: 10.6777 2021-07-08 16:55:28,113 - mmaction - INFO - Epoch [121][3620/3757] lr: 1.000e-03, eta: 1 day, 8:36:24, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.4224, loss: 2.4027, grad_norm: 10.5351 2021-07-08 16:55:49,304 - mmaction - INFO - Epoch [121][3640/3757] lr: 1.000e-03, eta: 1 day, 8:36:02, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9904, top1_acc: 0.6633, top5_acc: 0.8352, loss_cls: 1.4139, loss: 2.4043, grad_norm: 10.5209 2021-07-08 16:56:10,387 - mmaction - INFO - Epoch [121][3660/3757] lr: 1.000e-03, eta: 1 day, 8:35:41, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0201, top1_acc: 0.6523, top5_acc: 0.8281, loss_cls: 1.5086, loss: 2.5287, grad_norm: 10.3307 2021-07-08 16:56:31,601 - mmaction - INFO - Epoch [121][3680/3757] lr: 1.000e-03, eta: 1 day, 8:35:19, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0318, top1_acc: 0.6531, top5_acc: 0.8336, loss_cls: 1.4764, loss: 2.5081, grad_norm: 10.5805 2021-07-08 16:56:53,608 - mmaction - INFO - Epoch [121][3700/3757] lr: 1.000e-03, eta: 1 day, 8:34:58, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 0.9847, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.3747, loss: 2.3595, grad_norm: 10.3161 2021-07-08 16:57:14,739 - mmaction - INFO - Epoch [121][3720/3757] lr: 1.000e-03, eta: 1 day, 8:34:36, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3966, loss: 2.3968, grad_norm: 10.9966 2021-07-08 16:57:36,344 - mmaction - INFO - Epoch [121][3740/3757] lr: 1.000e-03, eta: 1 day, 8:34:15, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 1.0326, top1_acc: 0.6687, top5_acc: 0.8328, loss_cls: 1.4946, loss: 2.5273, grad_norm: 10.8471 2021-07-08 16:57:54,686 - mmaction - INFO - Saving checkpoint at 121 epochs 2021-07-08 16:58:57,038 - mmaction - INFO - Epoch [122][20/3757] lr: 1.000e-03, eta: 1 day, 8:33:40, time: 3.034, data_time: 2.006, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3735, loss: 2.3599, grad_norm: 10.5709 2021-07-08 16:59:18,052 - mmaction - INFO - Epoch [122][40/3757] lr: 1.000e-03, eta: 1 day, 8:33:18, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9424, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.3045, loss: 2.2469, grad_norm: 10.4591 2021-07-08 16:59:39,527 - mmaction - INFO - Epoch [122][60/3757] lr: 1.000e-03, eta: 1 day, 8:32:57, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9936, top1_acc: 0.6727, top5_acc: 0.8414, loss_cls: 1.4135, loss: 2.4071, grad_norm: 10.7594 2021-07-08 17:00:00,519 - mmaction - INFO - Epoch [122][80/3757] lr: 1.000e-03, eta: 1 day, 8:32:35, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4284, loss: 2.4126, grad_norm: 10.3786 2021-07-08 17:00:21,626 - mmaction - INFO - Epoch [122][100/3757] lr: 1.000e-03, eta: 1 day, 8:32:13, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9686, top1_acc: 0.6875, top5_acc: 0.8516, loss_cls: 1.3491, loss: 2.3177, grad_norm: 10.3415 2021-07-08 17:00:42,621 - mmaction - INFO - Epoch [122][120/3757] lr: 1.000e-03, eta: 1 day, 8:31:52, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0204, top1_acc: 0.6547, top5_acc: 0.8328, loss_cls: 1.4972, loss: 2.5176, grad_norm: 10.6200 2021-07-08 17:01:04,711 - mmaction - INFO - Epoch [122][140/3757] lr: 1.000e-03, eta: 1 day, 8:31:30, time: 1.107, data_time: 0.024, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6562, top5_acc: 0.8375, loss_cls: 1.4148, loss: 2.4011, grad_norm: 10.3639 2021-07-08 17:01:25,911 - mmaction - INFO - Epoch [122][160/3757] lr: 1.000e-03, eta: 1 day, 8:31:09, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9940, top1_acc: 0.6641, top5_acc: 0.8305, loss_cls: 1.4273, loss: 2.4213, grad_norm: 10.7072 2021-07-08 17:01:47,117 - mmaction - INFO - Epoch [122][180/3757] lr: 1.000e-03, eta: 1 day, 8:30:47, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6492, top5_acc: 0.8359, loss_cls: 1.4719, loss: 2.4778, grad_norm: 10.9777 2021-07-08 17:02:09,038 - mmaction - INFO - Epoch [122][200/3757] lr: 1.000e-03, eta: 1 day, 8:30:26, time: 1.097, data_time: 0.039, memory: 6921, loss_aux: 1.0246, top1_acc: 0.6687, top5_acc: 0.8328, loss_cls: 1.4636, loss: 2.4882, grad_norm: 10.6914 2021-07-08 17:02:30,253 - mmaction - INFO - Epoch [122][220/3757] lr: 1.000e-03, eta: 1 day, 8:30:04, time: 1.060, data_time: 0.012, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6672, top5_acc: 0.8414, loss_cls: 1.4332, loss: 2.4306, grad_norm: 10.4172 2021-07-08 17:02:51,308 - mmaction - INFO - Epoch [122][240/3757] lr: 1.000e-03, eta: 1 day, 8:29:43, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0387, top1_acc: 0.6430, top5_acc: 0.8297, loss_cls: 1.5068, loss: 2.5455, grad_norm: 10.6317 2021-07-08 17:03:12,400 - mmaction - INFO - Epoch [122][260/3757] lr: 1.000e-03, eta: 1 day, 8:29:21, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0014, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4154, loss: 2.4168, grad_norm: 10.4647 2021-07-08 17:03:33,655 - mmaction - INFO - Epoch [122][280/3757] lr: 1.000e-03, eta: 1 day, 8:28:59, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.4261, loss: 2.4241, grad_norm: 10.5761 2021-07-08 17:03:54,697 - mmaction - INFO - Epoch [122][300/3757] lr: 1.000e-03, eta: 1 day, 8:28:38, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9632, top1_acc: 0.6836, top5_acc: 0.8516, loss_cls: 1.3822, loss: 2.3455, grad_norm: 10.5588 2021-07-08 17:04:15,877 - mmaction - INFO - Epoch [122][320/3757] lr: 1.000e-03, eta: 1 day, 8:28:16, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0211, top1_acc: 0.6617, top5_acc: 0.8445, loss_cls: 1.4290, loss: 2.4501, grad_norm: 10.7851 2021-07-08 17:04:36,880 - mmaction - INFO - Epoch [122][340/3757] lr: 1.000e-03, eta: 1 day, 8:27:54, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9829, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.3550, loss: 2.3379, grad_norm: 10.2866 2021-07-08 17:04:57,758 - mmaction - INFO - Epoch [122][360/3757] lr: 1.000e-03, eta: 1 day, 8:27:33, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.0180, top1_acc: 0.6469, top5_acc: 0.8422, loss_cls: 1.4431, loss: 2.4611, grad_norm: 10.4944 2021-07-08 17:05:19,012 - mmaction - INFO - Epoch [122][380/3757] lr: 1.000e-03, eta: 1 day, 8:27:11, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.8990, top1_acc: 0.6891, top5_acc: 0.8766, loss_cls: 1.2849, loss: 2.1839, grad_norm: 10.1761 2021-07-08 17:05:40,344 - mmaction - INFO - Epoch [122][400/3757] lr: 1.000e-03, eta: 1 day, 8:26:50, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9469, top1_acc: 0.6695, top5_acc: 0.8703, loss_cls: 1.3256, loss: 2.2725, grad_norm: 10.2047 2021-07-08 17:06:01,671 - mmaction - INFO - Epoch [122][420/3757] lr: 1.000e-03, eta: 1 day, 8:26:28, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.0206, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4494, loss: 2.4700, grad_norm: 10.4574 2021-07-08 17:06:23,231 - mmaction - INFO - Epoch [122][440/3757] lr: 1.000e-03, eta: 1 day, 8:26:07, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9768, top1_acc: 0.6930, top5_acc: 0.8492, loss_cls: 1.3660, loss: 2.3427, grad_norm: 10.4208 2021-07-08 17:06:44,232 - mmaction - INFO - Epoch [122][460/3757] lr: 1.000e-03, eta: 1 day, 8:25:45, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6773, top5_acc: 0.8445, loss_cls: 1.3716, loss: 2.3689, grad_norm: 10.5587 2021-07-08 17:07:05,369 - mmaction - INFO - Epoch [122][480/3757] lr: 1.000e-03, eta: 1 day, 8:25:23, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4269, loss: 2.4341, grad_norm: 10.7283 2021-07-08 17:07:26,472 - mmaction - INFO - Epoch [122][500/3757] lr: 1.000e-03, eta: 1 day, 8:25:02, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0652, top1_acc: 0.6359, top5_acc: 0.8445, loss_cls: 1.5151, loss: 2.5802, grad_norm: 10.8504 2021-07-08 17:07:47,442 - mmaction - INFO - Epoch [122][520/3757] lr: 1.000e-03, eta: 1 day, 8:24:40, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0766, top1_acc: 0.6266, top5_acc: 0.8414, loss_cls: 1.5537, loss: 2.6304, grad_norm: 11.3372 2021-07-08 17:08:08,864 - mmaction - INFO - Epoch [122][540/3757] lr: 1.000e-03, eta: 1 day, 8:24:18, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9602, top1_acc: 0.6789, top5_acc: 0.8438, loss_cls: 1.3427, loss: 2.3029, grad_norm: 10.5121 2021-07-08 17:08:30,206 - mmaction - INFO - Epoch [122][560/3757] lr: 1.000e-03, eta: 1 day, 8:23:57, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 0.9704, top1_acc: 0.6789, top5_acc: 0.8414, loss_cls: 1.3980, loss: 2.3684, grad_norm: 10.5102 2021-07-08 17:08:51,301 - mmaction - INFO - Epoch [122][580/3757] lr: 1.000e-03, eta: 1 day, 8:23:35, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.4298, loss: 2.4251, grad_norm: 10.6192 2021-07-08 17:09:12,393 - mmaction - INFO - Epoch [122][600/3757] lr: 1.000e-03, eta: 1 day, 8:23:14, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.3788, loss: 2.3465, grad_norm: 10.3300 2021-07-08 17:09:33,791 - mmaction - INFO - Epoch [122][620/3757] lr: 1.000e-03, eta: 1 day, 8:22:52, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 0.9658, top1_acc: 0.6703, top5_acc: 0.8477, loss_cls: 1.3781, loss: 2.3438, grad_norm: 10.7627 2021-07-08 17:09:54,818 - mmaction - INFO - Epoch [122][640/3757] lr: 1.000e-03, eta: 1 day, 8:22:30, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9843, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4423, loss: 2.4266, grad_norm: 10.7317 2021-07-08 17:10:16,808 - mmaction - INFO - Epoch [122][660/3757] lr: 1.000e-03, eta: 1 day, 8:22:09, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 0.9824, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.4008, loss: 2.3832, grad_norm: 10.4443 2021-07-08 17:10:38,063 - mmaction - INFO - Epoch [122][680/3757] lr: 1.000e-03, eta: 1 day, 8:21:47, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6555, top5_acc: 0.8508, loss_cls: 1.4374, loss: 2.4312, grad_norm: 10.6327 2021-07-08 17:10:59,572 - mmaction - INFO - Epoch [122][700/3757] lr: 1.000e-03, eta: 1 day, 8:21:26, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 0.9882, top1_acc: 0.6625, top5_acc: 0.8430, loss_cls: 1.4473, loss: 2.4355, grad_norm: 10.4801 2021-07-08 17:11:20,258 - mmaction - INFO - Epoch [122][720/3757] lr: 1.000e-03, eta: 1 day, 8:21:04, time: 1.033, data_time: 0.002, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3578, loss: 2.3341, grad_norm: 10.4780 2021-07-08 17:11:41,426 - mmaction - INFO - Epoch [122][740/3757] lr: 1.000e-03, eta: 1 day, 8:20:43, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0065, top1_acc: 0.6305, top5_acc: 0.8484, loss_cls: 1.4605, loss: 2.4670, grad_norm: 10.9281 2021-07-08 17:12:02,371 - mmaction - INFO - Epoch [122][760/3757] lr: 1.000e-03, eta: 1 day, 8:20:21, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0681, top1_acc: 0.6391, top5_acc: 0.8320, loss_cls: 1.5070, loss: 2.5752, grad_norm: 10.9320 2021-07-08 17:12:24,314 - mmaction - INFO - Epoch [122][780/3757] lr: 1.000e-03, eta: 1 day, 8:20:00, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9586, top1_acc: 0.6844, top5_acc: 0.8508, loss_cls: 1.3531, loss: 2.3117, grad_norm: 10.3357 2021-07-08 17:12:45,356 - mmaction - INFO - Epoch [122][800/3757] lr: 1.000e-03, eta: 1 day, 8:19:38, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6719, top5_acc: 0.8422, loss_cls: 1.3902, loss: 2.3763, grad_norm: 10.3571 2021-07-08 17:13:06,479 - mmaction - INFO - Epoch [122][820/3757] lr: 1.000e-03, eta: 1 day, 8:19:16, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9605, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4115, loss: 2.3719, grad_norm: 10.6374 2021-07-08 17:13:28,715 - mmaction - INFO - Epoch [122][840/3757] lr: 1.000e-03, eta: 1 day, 8:18:55, time: 1.111, data_time: 0.001, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6594, top5_acc: 0.8469, loss_cls: 1.4127, loss: 2.4238, grad_norm: 10.8773 2021-07-08 17:13:49,823 - mmaction - INFO - Epoch [122][860/3757] lr: 1.000e-03, eta: 1 day, 8:18:33, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9571, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.3482, loss: 2.3053, grad_norm: 10.4443 2021-07-08 17:14:10,740 - mmaction - INFO - Epoch [122][880/3757] lr: 1.000e-03, eta: 1 day, 8:18:12, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 0.9946, top1_acc: 0.6531, top5_acc: 0.8469, loss_cls: 1.4420, loss: 2.4367, grad_norm: 11.0444 2021-07-08 17:14:31,845 - mmaction - INFO - Epoch [122][900/3757] lr: 1.000e-03, eta: 1 day, 8:17:50, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3433, loss: 2.3009, grad_norm: 10.4547 2021-07-08 17:14:52,951 - mmaction - INFO - Epoch [122][920/3757] lr: 1.000e-03, eta: 1 day, 8:17:28, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9451, top1_acc: 0.6758, top5_acc: 0.8594, loss_cls: 1.3538, loss: 2.2989, grad_norm: 10.6011 2021-07-08 17:15:14,170 - mmaction - INFO - Epoch [122][940/3757] lr: 1.000e-03, eta: 1 day, 8:17:07, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0180, top1_acc: 0.6430, top5_acc: 0.8398, loss_cls: 1.4788, loss: 2.4968, grad_norm: 10.9050 2021-07-08 17:15:35,465 - mmaction - INFO - Epoch [122][960/3757] lr: 1.000e-03, eta: 1 day, 8:16:45, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0231, top1_acc: 0.6617, top5_acc: 0.8523, loss_cls: 1.4244, loss: 2.4475, grad_norm: 10.7290 2021-07-08 17:15:56,731 - mmaction - INFO - Epoch [122][980/3757] lr: 1.000e-03, eta: 1 day, 8:16:24, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0172, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.4613, loss: 2.4785, grad_norm: 10.5431 2021-07-08 17:16:18,074 - mmaction - INFO - Epoch [122][1000/3757] lr: 1.000e-03, eta: 1 day, 8:16:02, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9647, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.3946, loss: 2.3594, grad_norm: 10.5796 2021-07-08 17:16:39,111 - mmaction - INFO - Epoch [122][1020/3757] lr: 1.000e-03, eta: 1 day, 8:15:40, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9424, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3324, loss: 2.2748, grad_norm: 10.2629 2021-07-08 17:17:00,230 - mmaction - INFO - Epoch [122][1040/3757] lr: 1.000e-03, eta: 1 day, 8:15:19, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.3905, loss: 2.3779, grad_norm: 10.8126 2021-07-08 17:17:21,329 - mmaction - INFO - Epoch [122][1060/3757] lr: 1.000e-03, eta: 1 day, 8:14:57, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0177, top1_acc: 0.6672, top5_acc: 0.8383, loss_cls: 1.4357, loss: 2.4534, grad_norm: 10.8630 2021-07-08 17:17:42,484 - mmaction - INFO - Epoch [122][1080/3757] lr: 1.000e-03, eta: 1 day, 8:14:36, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9520, top1_acc: 0.6727, top5_acc: 0.8500, loss_cls: 1.3316, loss: 2.2836, grad_norm: 10.4366 2021-07-08 17:18:03,412 - mmaction - INFO - Epoch [122][1100/3757] lr: 1.000e-03, eta: 1 day, 8:14:14, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0464, top1_acc: 0.6445, top5_acc: 0.8305, loss_cls: 1.4901, loss: 2.5365, grad_norm: 11.0319 2021-07-08 17:18:24,398 - mmaction - INFO - Epoch [122][1120/3757] lr: 1.000e-03, eta: 1 day, 8:13:52, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.3901, loss: 2.3832, grad_norm: 10.7020 2021-07-08 17:18:46,329 - mmaction - INFO - Epoch [122][1140/3757] lr: 1.000e-03, eta: 1 day, 8:13:31, time: 1.096, data_time: 0.060, memory: 6921, loss_aux: 0.9504, top1_acc: 0.6852, top5_acc: 0.8492, loss_cls: 1.3551, loss: 2.3055, grad_norm: 10.6270 2021-07-08 17:19:07,960 - mmaction - INFO - Epoch [122][1160/3757] lr: 1.000e-03, eta: 1 day, 8:13:09, time: 1.084, data_time: 0.041, memory: 6921, loss_aux: 0.9867, top1_acc: 0.6703, top5_acc: 0.8453, loss_cls: 1.3927, loss: 2.3794, grad_norm: 10.4170 2021-07-08 17:19:29,275 - mmaction - INFO - Epoch [122][1180/3757] lr: 1.000e-03, eta: 1 day, 8:12:48, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0238, top1_acc: 0.6523, top5_acc: 0.8500, loss_cls: 1.4390, loss: 2.4628, grad_norm: 10.7954 2021-07-08 17:19:50,394 - mmaction - INFO - Epoch [122][1200/3757] lr: 1.000e-03, eta: 1 day, 8:12:26, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6492, top5_acc: 0.8453, loss_cls: 1.4987, loss: 2.5343, grad_norm: 10.9947 2021-07-08 17:20:11,600 - mmaction - INFO - Epoch [122][1220/3757] lr: 1.000e-03, eta: 1 day, 8:12:05, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9344, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.3080, loss: 2.2424, grad_norm: 10.2411 2021-07-08 17:20:32,598 - mmaction - INFO - Epoch [122][1240/3757] lr: 1.000e-03, eta: 1 day, 8:11:43, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9940, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3490, loss: 2.3431, grad_norm: 10.4321 2021-07-08 17:20:54,437 - mmaction - INFO - Epoch [122][1260/3757] lr: 1.000e-03, eta: 1 day, 8:11:22, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.3777, loss: 2.3403, grad_norm: 10.4080 2021-07-08 17:21:15,512 - mmaction - INFO - Epoch [122][1280/3757] lr: 1.000e-03, eta: 1 day, 8:11:00, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0228, top1_acc: 0.6438, top5_acc: 0.8289, loss_cls: 1.4913, loss: 2.5141, grad_norm: 10.7944 2021-07-08 17:21:36,518 - mmaction - INFO - Epoch [122][1300/3757] lr: 1.000e-03, eta: 1 day, 8:10:38, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0011, top1_acc: 0.6547, top5_acc: 0.8289, loss_cls: 1.5031, loss: 2.5042, grad_norm: 10.6313 2021-07-08 17:21:57,970 - mmaction - INFO - Epoch [122][1320/3757] lr: 1.000e-03, eta: 1 day, 8:10:17, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9956, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.3921, loss: 2.3878, grad_norm: 10.6154 2021-07-08 17:22:19,160 - mmaction - INFO - Epoch [122][1340/3757] lr: 1.000e-03, eta: 1 day, 8:09:55, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6617, top5_acc: 0.8367, loss_cls: 1.4260, loss: 2.4078, grad_norm: 10.8197 2021-07-08 17:22:40,240 - mmaction - INFO - Epoch [122][1360/3757] lr: 1.000e-03, eta: 1 day, 8:09:33, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9829, top1_acc: 0.6719, top5_acc: 0.8453, loss_cls: 1.4028, loss: 2.3856, grad_norm: 10.2321 2021-07-08 17:23:01,362 - mmaction - INFO - Epoch [122][1380/3757] lr: 1.000e-03, eta: 1 day, 8:09:12, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0125, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.4239, loss: 2.4364, grad_norm: 10.6856 2021-07-08 17:23:22,461 - mmaction - INFO - Epoch [122][1400/3757] lr: 1.000e-03, eta: 1 day, 8:08:50, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0104, top1_acc: 0.6727, top5_acc: 0.8383, loss_cls: 1.4231, loss: 2.4335, grad_norm: 10.9554 2021-07-08 17:23:44,067 - mmaction - INFO - Epoch [122][1420/3757] lr: 1.000e-03, eta: 1 day, 8:08:29, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6664, top5_acc: 0.8391, loss_cls: 1.3959, loss: 2.3809, grad_norm: 10.8205 2021-07-08 17:24:05,516 - mmaction - INFO - Epoch [122][1440/3757] lr: 1.000e-03, eta: 1 day, 8:08:07, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6711, top5_acc: 0.8445, loss_cls: 1.4087, loss: 2.4120, grad_norm: 10.9204 2021-07-08 17:24:26,530 - mmaction - INFO - Epoch [122][1460/3757] lr: 1.000e-03, eta: 1 day, 8:07:46, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9327, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.3259, loss: 2.2585, grad_norm: 10.7774 2021-07-08 17:24:48,192 - mmaction - INFO - Epoch [122][1480/3757] lr: 1.000e-03, eta: 1 day, 8:07:24, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 0.9590, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3547, loss: 2.3137, grad_norm: 10.6070 2021-07-08 17:25:09,270 - mmaction - INFO - Epoch [122][1500/3757] lr: 1.000e-03, eta: 1 day, 8:07:02, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4583, loss: 2.4913, grad_norm: 10.8330 2021-07-08 17:25:30,468 - mmaction - INFO - Epoch [122][1520/3757] lr: 1.000e-03, eta: 1 day, 8:06:41, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6703, top5_acc: 0.8453, loss_cls: 1.3920, loss: 2.3516, grad_norm: 10.5357 2021-07-08 17:25:52,014 - mmaction - INFO - Epoch [122][1540/3757] lr: 1.000e-03, eta: 1 day, 8:06:19, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9477, top1_acc: 0.6578, top5_acc: 0.8500, loss_cls: 1.3985, loss: 2.3461, grad_norm: 10.5412 2021-07-08 17:26:13,394 - mmaction - INFO - Epoch [122][1560/3757] lr: 1.000e-03, eta: 1 day, 8:05:58, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0354, top1_acc: 0.6336, top5_acc: 0.8211, loss_cls: 1.5206, loss: 2.5559, grad_norm: 11.0859 2021-07-08 17:26:34,423 - mmaction - INFO - Epoch [122][1580/3757] lr: 1.000e-03, eta: 1 day, 8:05:36, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3993, loss: 2.3907, grad_norm: 10.6154 2021-07-08 17:26:55,573 - mmaction - INFO - Epoch [122][1600/3757] lr: 1.000e-03, eta: 1 day, 8:05:15, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9703, top1_acc: 0.6828, top5_acc: 0.8438, loss_cls: 1.3537, loss: 2.3241, grad_norm: 10.3189 2021-07-08 17:27:17,157 - mmaction - INFO - Epoch [122][1620/3757] lr: 1.000e-03, eta: 1 day, 8:04:53, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 1.0212, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.4703, loss: 2.4915, grad_norm: 10.7619 2021-07-08 17:27:38,394 - mmaction - INFO - Epoch [122][1640/3757] lr: 1.000e-03, eta: 1 day, 8:04:31, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0154, top1_acc: 0.6648, top5_acc: 0.8375, loss_cls: 1.4362, loss: 2.4516, grad_norm: 10.8638 2021-07-08 17:27:59,414 - mmaction - INFO - Epoch [122][1660/3757] lr: 1.000e-03, eta: 1 day, 8:04:10, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0065, top1_acc: 0.6625, top5_acc: 0.8422, loss_cls: 1.4100, loss: 2.4165, grad_norm: 10.3014 2021-07-08 17:28:20,424 - mmaction - INFO - Epoch [122][1680/3757] lr: 1.000e-03, eta: 1 day, 8:03:48, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9987, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3889, loss: 2.3876, grad_norm: 10.3666 2021-07-08 17:28:42,194 - mmaction - INFO - Epoch [122][1700/3757] lr: 1.000e-03, eta: 1 day, 8:03:27, time: 1.088, data_time: 0.037, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6516, top5_acc: 0.8297, loss_cls: 1.4835, loss: 2.5148, grad_norm: 10.8204 2021-07-08 17:29:02,980 - mmaction - INFO - Epoch [122][1720/3757] lr: 1.000e-03, eta: 1 day, 8:03:05, time: 1.039, data_time: 0.004, memory: 6921, loss_aux: 0.9531, top1_acc: 0.6766, top5_acc: 0.8680, loss_cls: 1.3180, loss: 2.2712, grad_norm: 10.3900 2021-07-08 17:29:24,036 - mmaction - INFO - Epoch [122][1740/3757] lr: 1.000e-03, eta: 1 day, 8:02:43, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6469, top5_acc: 0.8398, loss_cls: 1.4779, loss: 2.4798, grad_norm: 10.9490 2021-07-08 17:29:45,125 - mmaction - INFO - Epoch [122][1760/3757] lr: 1.000e-03, eta: 1 day, 8:02:22, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6547, top5_acc: 0.8406, loss_cls: 1.4139, loss: 2.3811, grad_norm: 10.3862 2021-07-08 17:30:06,293 - mmaction - INFO - Epoch [122][1780/3757] lr: 1.000e-03, eta: 1 day, 8:02:00, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9959, top1_acc: 0.6461, top5_acc: 0.8531, loss_cls: 1.4536, loss: 2.4495, grad_norm: 10.8778 2021-07-08 17:30:27,468 - mmaction - INFO - Epoch [122][1800/3757] lr: 1.000e-03, eta: 1 day, 8:01:39, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9996, top1_acc: 0.6672, top5_acc: 0.8477, loss_cls: 1.4299, loss: 2.4296, grad_norm: 10.7004 2021-07-08 17:30:48,652 - mmaction - INFO - Epoch [122][1820/3757] lr: 1.000e-03, eta: 1 day, 8:01:17, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0147, top1_acc: 0.6492, top5_acc: 0.8297, loss_cls: 1.4833, loss: 2.4980, grad_norm: 10.6551 2021-07-08 17:31:09,855 - mmaction - INFO - Epoch [122][1840/3757] lr: 1.000e-03, eta: 1 day, 8:00:55, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0243, top1_acc: 0.6438, top5_acc: 0.8375, loss_cls: 1.4995, loss: 2.5238, grad_norm: 10.5705 2021-07-08 17:31:31,144 - mmaction - INFO - Epoch [122][1860/3757] lr: 1.000e-03, eta: 1 day, 8:00:34, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9561, top1_acc: 0.6867, top5_acc: 0.8578, loss_cls: 1.3403, loss: 2.2964, grad_norm: 10.4667 2021-07-08 17:31:52,197 - mmaction - INFO - Epoch [122][1880/3757] lr: 1.000e-03, eta: 1 day, 8:00:12, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6664, top5_acc: 0.8383, loss_cls: 1.4248, loss: 2.4341, grad_norm: 10.5467 2021-07-08 17:32:13,428 - mmaction - INFO - Epoch [122][1900/3757] lr: 1.000e-03, eta: 1 day, 7:59:51, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0344, top1_acc: 0.6523, top5_acc: 0.8461, loss_cls: 1.4439, loss: 2.4783, grad_norm: 10.5901 2021-07-08 17:32:34,535 - mmaction - INFO - Epoch [122][1920/3757] lr: 1.000e-03, eta: 1 day, 7:59:29, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6516, top5_acc: 0.8352, loss_cls: 1.4557, loss: 2.4551, grad_norm: 10.5381 2021-07-08 17:32:55,607 - mmaction - INFO - Epoch [122][1940/3757] lr: 1.000e-03, eta: 1 day, 7:59:07, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9595, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3998, loss: 2.3594, grad_norm: 10.3827 2021-07-08 17:33:16,979 - mmaction - INFO - Epoch [122][1960/3757] lr: 1.000e-03, eta: 1 day, 7:58:46, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9522, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3594, loss: 2.3117, grad_norm: 10.6587 2021-07-08 17:33:38,035 - mmaction - INFO - Epoch [122][1980/3757] lr: 1.000e-03, eta: 1 day, 7:58:24, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6594, top5_acc: 0.8391, loss_cls: 1.4446, loss: 2.4545, grad_norm: 10.6967 2021-07-08 17:33:59,111 - mmaction - INFO - Epoch [122][2000/3757] lr: 1.000e-03, eta: 1 day, 7:58:03, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6328, top5_acc: 0.8328, loss_cls: 1.4786, loss: 2.5100, grad_norm: 10.7978 2021-07-08 17:34:20,279 - mmaction - INFO - Epoch [122][2020/3757] lr: 1.000e-03, eta: 1 day, 7:57:41, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6680, top5_acc: 0.8313, loss_cls: 1.4340, loss: 2.4398, grad_norm: 10.5161 2021-07-08 17:34:41,833 - mmaction - INFO - Epoch [122][2040/3757] lr: 1.000e-03, eta: 1 day, 7:57:19, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6773, top5_acc: 0.8438, loss_cls: 1.3919, loss: 2.3569, grad_norm: 10.6876 2021-07-08 17:35:02,991 - mmaction - INFO - Epoch [122][2060/3757] lr: 1.000e-03, eta: 1 day, 7:56:58, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6555, top5_acc: 0.8375, loss_cls: 1.4501, loss: 2.4430, grad_norm: 10.5630 2021-07-08 17:35:24,442 - mmaction - INFO - Epoch [122][2080/3757] lr: 1.000e-03, eta: 1 day, 7:56:36, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9902, top1_acc: 0.6656, top5_acc: 0.8453, loss_cls: 1.3647, loss: 2.3549, grad_norm: 10.6458 2021-07-08 17:35:45,601 - mmaction - INFO - Epoch [122][2100/3757] lr: 1.000e-03, eta: 1 day, 7:56:15, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 1.0332, top1_acc: 0.6492, top5_acc: 0.8258, loss_cls: 1.4933, loss: 2.5265, grad_norm: 10.7368 2021-07-08 17:36:06,919 - mmaction - INFO - Epoch [122][2120/3757] lr: 1.000e-03, eta: 1 day, 7:55:53, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 0.9703, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3553, loss: 2.3255, grad_norm: 10.4236 2021-07-08 17:36:27,995 - mmaction - INFO - Epoch [122][2140/3757] lr: 1.000e-03, eta: 1 day, 7:55:31, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9637, top1_acc: 0.6773, top5_acc: 0.8680, loss_cls: 1.3546, loss: 2.3183, grad_norm: 10.6073 2021-07-08 17:36:48,957 - mmaction - INFO - Epoch [122][2160/3757] lr: 1.000e-03, eta: 1 day, 7:55:10, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0194, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.4719, loss: 2.4913, grad_norm: 10.7819 2021-07-08 17:37:10,266 - mmaction - INFO - Epoch [122][2180/3757] lr: 1.000e-03, eta: 1 day, 7:54:48, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 1.0081, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4476, loss: 2.4556, grad_norm: 10.7122 2021-07-08 17:37:31,599 - mmaction - INFO - Epoch [122][2200/3757] lr: 1.000e-03, eta: 1 day, 7:54:27, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 1.0202, top1_acc: 0.6562, top5_acc: 0.8383, loss_cls: 1.4522, loss: 2.4723, grad_norm: 10.6107 2021-07-08 17:37:52,965 - mmaction - INFO - Epoch [122][2220/3757] lr: 1.000e-03, eta: 1 day, 7:54:05, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 1.0372, top1_acc: 0.6703, top5_acc: 0.8414, loss_cls: 1.4499, loss: 2.4871, grad_norm: 10.8567 2021-07-08 17:38:14,206 - mmaction - INFO - Epoch [122][2240/3757] lr: 1.000e-03, eta: 1 day, 7:53:44, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0251, top1_acc: 0.6344, top5_acc: 0.8469, loss_cls: 1.4636, loss: 2.4887, grad_norm: 11.2518 2021-07-08 17:38:35,165 - mmaction - INFO - Epoch [122][2260/3757] lr: 1.000e-03, eta: 1 day, 7:53:22, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 1.0081, top1_acc: 0.6461, top5_acc: 0.8406, loss_cls: 1.4527, loss: 2.4609, grad_norm: 10.9017 2021-07-08 17:38:56,312 - mmaction - INFO - Epoch [122][2280/3757] lr: 1.000e-03, eta: 1 day, 7:53:00, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9977, top1_acc: 0.6578, top5_acc: 0.8430, loss_cls: 1.4438, loss: 2.4415, grad_norm: 10.6582 2021-07-08 17:39:17,541 - mmaction - INFO - Epoch [122][2300/3757] lr: 1.000e-03, eta: 1 day, 7:52:39, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9742, top1_acc: 0.6695, top5_acc: 0.8383, loss_cls: 1.4060, loss: 2.3802, grad_norm: 10.1635 2021-07-08 17:39:38,740 - mmaction - INFO - Epoch [122][2320/3757] lr: 1.000e-03, eta: 1 day, 7:52:17, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4269, loss: 2.4159, grad_norm: 10.8496 2021-07-08 17:39:59,818 - mmaction - INFO - Epoch [122][2340/3757] lr: 1.000e-03, eta: 1 day, 7:51:55, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 0.9913, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4026, loss: 2.3939, grad_norm: 10.6403 2021-07-08 17:40:21,030 - mmaction - INFO - Epoch [122][2360/3757] lr: 1.000e-03, eta: 1 day, 7:51:34, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9871, top1_acc: 0.6773, top5_acc: 0.8477, loss_cls: 1.3868, loss: 2.3739, grad_norm: 10.6410 2021-07-08 17:40:42,489 - mmaction - INFO - Epoch [122][2380/3757] lr: 1.000e-03, eta: 1 day, 7:51:12, time: 1.074, data_time: 0.025, memory: 6921, loss_aux: 0.9918, top1_acc: 0.6742, top5_acc: 0.8352, loss_cls: 1.4299, loss: 2.4216, grad_norm: 10.5746 2021-07-08 17:41:03,836 - mmaction - INFO - Epoch [122][2400/3757] lr: 1.000e-03, eta: 1 day, 7:50:51, time: 1.065, data_time: 0.021, memory: 6921, loss_aux: 0.9940, top1_acc: 0.6555, top5_acc: 0.8469, loss_cls: 1.4457, loss: 2.4398, grad_norm: 10.7923 2021-07-08 17:41:25,091 - mmaction - INFO - Epoch [122][2420/3757] lr: 1.000e-03, eta: 1 day, 7:50:29, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6539, top5_acc: 0.8484, loss_cls: 1.4270, loss: 2.4176, grad_norm: 10.8371 2021-07-08 17:41:46,050 - mmaction - INFO - Epoch [122][2440/3757] lr: 1.000e-03, eta: 1 day, 7:50:08, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9572, top1_acc: 0.6617, top5_acc: 0.8508, loss_cls: 1.3952, loss: 2.3524, grad_norm: 10.5813 2021-07-08 17:42:07,928 - mmaction - INFO - Epoch [122][2460/3757] lr: 1.000e-03, eta: 1 day, 7:49:46, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 1.0212, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4841, loss: 2.5053, grad_norm: 10.8622 2021-07-08 17:42:29,125 - mmaction - INFO - Epoch [122][2480/3757] lr: 1.000e-03, eta: 1 day, 7:49:25, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9435, top1_acc: 0.6891, top5_acc: 0.8492, loss_cls: 1.3502, loss: 2.2936, grad_norm: 10.4234 2021-07-08 17:42:50,350 - mmaction - INFO - Epoch [122][2500/3757] lr: 1.000e-03, eta: 1 day, 7:49:03, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0023, top1_acc: 0.6539, top5_acc: 0.8375, loss_cls: 1.4503, loss: 2.4527, grad_norm: 10.8083 2021-07-08 17:43:11,634 - mmaction - INFO - Epoch [122][2520/3757] lr: 1.000e-03, eta: 1 day, 7:48:41, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9665, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.3763, loss: 2.3427, grad_norm: 10.3643 2021-07-08 17:43:32,914 - mmaction - INFO - Epoch [122][2540/3757] lr: 1.000e-03, eta: 1 day, 7:48:20, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9765, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4027, loss: 2.3792, grad_norm: 10.6906 2021-07-08 17:43:53,827 - mmaction - INFO - Epoch [122][2560/3757] lr: 1.000e-03, eta: 1 day, 7:47:58, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9783, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3696, loss: 2.3480, grad_norm: 10.7278 2021-07-08 17:44:15,800 - mmaction - INFO - Epoch [122][2580/3757] lr: 1.000e-03, eta: 1 day, 7:47:37, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 1.0240, top1_acc: 0.6578, top5_acc: 0.8461, loss_cls: 1.4426, loss: 2.4665, grad_norm: 11.0083 2021-07-08 17:44:37,001 - mmaction - INFO - Epoch [122][2600/3757] lr: 1.000e-03, eta: 1 day, 7:47:15, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9999, top1_acc: 0.6711, top5_acc: 0.8430, loss_cls: 1.4531, loss: 2.4530, grad_norm: 11.0396 2021-07-08 17:44:59,139 - mmaction - INFO - Epoch [122][2620/3757] lr: 1.000e-03, eta: 1 day, 7:46:54, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3762, loss: 2.3535, grad_norm: 10.7747 2021-07-08 17:45:20,456 - mmaction - INFO - Epoch [122][2640/3757] lr: 1.000e-03, eta: 1 day, 7:46:32, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0104, top1_acc: 0.6422, top5_acc: 0.8352, loss_cls: 1.4664, loss: 2.4768, grad_norm: 10.9716 2021-07-08 17:45:41,693 - mmaction - INFO - Epoch [122][2660/3757] lr: 1.000e-03, eta: 1 day, 7:46:11, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6656, top5_acc: 0.8422, loss_cls: 1.4173, loss: 2.4082, grad_norm: 10.7579 2021-07-08 17:46:02,782 - mmaction - INFO - Epoch [122][2680/3757] lr: 1.000e-03, eta: 1 day, 7:45:49, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9762, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3743, loss: 2.3505, grad_norm: 10.5745 2021-07-08 17:46:24,064 - mmaction - INFO - Epoch [122][2700/3757] lr: 1.000e-03, eta: 1 day, 7:45:27, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0035, top1_acc: 0.6641, top5_acc: 0.8391, loss_cls: 1.4250, loss: 2.4286, grad_norm: 10.3918 2021-07-08 17:46:45,536 - mmaction - INFO - Epoch [122][2720/3757] lr: 1.000e-03, eta: 1 day, 7:45:06, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.0559, top1_acc: 0.6242, top5_acc: 0.8344, loss_cls: 1.5216, loss: 2.5775, grad_norm: 10.9520 2021-07-08 17:47:06,625 - mmaction - INFO - Epoch [122][2740/3757] lr: 1.000e-03, eta: 1 day, 7:44:44, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.4057, loss: 2.3813, grad_norm: 10.6652 2021-07-08 17:47:27,813 - mmaction - INFO - Epoch [122][2760/3757] lr: 1.000e-03, eta: 1 day, 7:44:23, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9740, top1_acc: 0.6625, top5_acc: 0.8656, loss_cls: 1.4104, loss: 2.3844, grad_norm: 10.7515 2021-07-08 17:47:49,104 - mmaction - INFO - Epoch [122][2780/3757] lr: 1.000e-03, eta: 1 day, 7:44:01, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6656, top5_acc: 0.8516, loss_cls: 1.4170, loss: 2.4229, grad_norm: 10.8196 2021-07-08 17:48:10,377 - mmaction - INFO - Epoch [122][2800/3757] lr: 1.000e-03, eta: 1 day, 7:43:39, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.3804, loss: 2.3650, grad_norm: 10.7146 2021-07-08 17:48:31,525 - mmaction - INFO - Epoch [122][2820/3757] lr: 1.000e-03, eta: 1 day, 7:43:18, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9707, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.3973, loss: 2.3681, grad_norm: 10.5251 2021-07-08 17:48:52,452 - mmaction - INFO - Epoch [122][2840/3757] lr: 1.000e-03, eta: 1 day, 7:42:56, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9738, top1_acc: 0.6641, top5_acc: 0.8539, loss_cls: 1.3783, loss: 2.3520, grad_norm: 10.6084 2021-07-08 17:49:13,704 - mmaction - INFO - Epoch [122][2860/3757] lr: 1.000e-03, eta: 1 day, 7:42:35, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0177, top1_acc: 0.6578, top5_acc: 0.8328, loss_cls: 1.4688, loss: 2.4865, grad_norm: 10.9773 2021-07-08 17:49:35,655 - mmaction - INFO - Epoch [122][2880/3757] lr: 1.000e-03, eta: 1 day, 7:42:13, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 0.9958, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.4607, loss: 2.4565, grad_norm: 10.9492 2021-07-08 17:49:57,086 - mmaction - INFO - Epoch [122][2900/3757] lr: 1.000e-03, eta: 1 day, 7:41:52, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6570, top5_acc: 0.8469, loss_cls: 1.4291, loss: 2.4451, grad_norm: 10.4226 2021-07-08 17:50:18,391 - mmaction - INFO - Epoch [122][2920/3757] lr: 1.000e-03, eta: 1 day, 7:41:30, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0108, top1_acc: 0.6531, top5_acc: 0.8227, loss_cls: 1.4761, loss: 2.4869, grad_norm: 10.8556 2021-07-08 17:50:40,322 - mmaction - INFO - Epoch [122][2940/3757] lr: 1.000e-03, eta: 1 day, 7:41:09, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 0.9701, top1_acc: 0.6648, top5_acc: 0.8469, loss_cls: 1.3800, loss: 2.3501, grad_norm: 10.4554 2021-07-08 17:51:01,442 - mmaction - INFO - Epoch [122][2960/3757] lr: 1.000e-03, eta: 1 day, 7:40:47, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0045, top1_acc: 0.6453, top5_acc: 0.8359, loss_cls: 1.4797, loss: 2.4842, grad_norm: 11.0407 2021-07-08 17:51:22,482 - mmaction - INFO - Epoch [122][2980/3757] lr: 1.000e-03, eta: 1 day, 7:40:25, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9799, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.3967, loss: 2.3765, grad_norm: 10.5330 2021-07-08 17:51:43,611 - mmaction - INFO - Epoch [122][3000/3757] lr: 1.000e-03, eta: 1 day, 7:40:04, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0116, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3792, loss: 2.3908, grad_norm: 10.3880 2021-07-08 17:52:05,457 - mmaction - INFO - Epoch [122][3020/3757] lr: 1.000e-03, eta: 1 day, 7:39:42, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3554, loss: 2.3417, grad_norm: 10.5472 2021-07-08 17:52:26,613 - mmaction - INFO - Epoch [122][3040/3757] lr: 1.000e-03, eta: 1 day, 7:39:21, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6492, top5_acc: 0.8445, loss_cls: 1.4652, loss: 2.4813, grad_norm: 10.8511 2021-07-08 17:52:47,913 - mmaction - INFO - Epoch [122][3060/3757] lr: 1.000e-03, eta: 1 day, 7:38:59, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 0.9457, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3450, loss: 2.2906, grad_norm: 10.6700 2021-07-08 17:53:09,090 - mmaction - INFO - Epoch [122][3080/3757] lr: 1.000e-03, eta: 1 day, 7:38:38, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6750, top5_acc: 0.8531, loss_cls: 1.3737, loss: 2.3390, grad_norm: 10.7713 2021-07-08 17:53:30,085 - mmaction - INFO - Epoch [122][3100/3757] lr: 1.000e-03, eta: 1 day, 7:38:16, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0377, top1_acc: 0.6438, top5_acc: 0.8492, loss_cls: 1.4932, loss: 2.5309, grad_norm: 11.3239 2021-07-08 17:53:51,654 - mmaction - INFO - Epoch [122][3120/3757] lr: 1.000e-03, eta: 1 day, 7:37:54, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 1.0091, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.4541, loss: 2.4631, grad_norm: 10.6886 2021-07-08 17:54:12,950 - mmaction - INFO - Epoch [122][3140/3757] lr: 1.000e-03, eta: 1 day, 7:37:33, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0178, top1_acc: 0.6516, top5_acc: 0.8242, loss_cls: 1.4811, loss: 2.4990, grad_norm: 10.7066 2021-07-08 17:54:34,330 - mmaction - INFO - Epoch [122][3160/3757] lr: 1.000e-03, eta: 1 day, 7:37:11, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6672, top5_acc: 0.8367, loss_cls: 1.4175, loss: 2.4075, grad_norm: 10.3831 2021-07-08 17:54:55,417 - mmaction - INFO - Epoch [122][3180/3757] lr: 1.000e-03, eta: 1 day, 7:36:50, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6875, top5_acc: 0.8453, loss_cls: 1.3941, loss: 2.3904, grad_norm: 10.3834 2021-07-08 17:55:16,581 - mmaction - INFO - Epoch [122][3200/3757] lr: 1.000e-03, eta: 1 day, 7:36:28, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0700, top1_acc: 0.6344, top5_acc: 0.8125, loss_cls: 1.5658, loss: 2.6359, grad_norm: 10.8549 2021-07-08 17:55:38,694 - mmaction - INFO - Epoch [122][3220/3757] lr: 1.000e-03, eta: 1 day, 7:36:07, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 0.9561, top1_acc: 0.6586, top5_acc: 0.8516, loss_cls: 1.4033, loss: 2.3594, grad_norm: 10.7009 2021-07-08 17:55:59,618 - mmaction - INFO - Epoch [122][3240/3757] lr: 1.000e-03, eta: 1 day, 7:35:45, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3289, loss: 2.2924, grad_norm: 10.4956 2021-07-08 17:56:20,751 - mmaction - INFO - Epoch [122][3260/3757] lr: 1.000e-03, eta: 1 day, 7:35:23, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9512, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3713, loss: 2.3225, grad_norm: 10.5802 2021-07-08 17:56:42,112 - mmaction - INFO - Epoch [122][3280/3757] lr: 1.000e-03, eta: 1 day, 7:35:02, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9395, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3672, loss: 2.3067, grad_norm: 10.6542 2021-07-08 17:57:03,202 - mmaction - INFO - Epoch [122][3300/3757] lr: 1.000e-03, eta: 1 day, 7:34:40, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9654, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3778, loss: 2.3433, grad_norm: 10.5485 2021-07-08 17:57:24,920 - mmaction - INFO - Epoch [122][3320/3757] lr: 1.000e-03, eta: 1 day, 7:34:19, time: 1.084, data_time: 0.049, memory: 6921, loss_aux: 0.9901, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4339, loss: 2.4240, grad_norm: 10.6073 2021-07-08 17:57:46,325 - mmaction - INFO - Epoch [122][3340/3757] lr: 1.000e-03, eta: 1 day, 7:33:57, time: 1.071, data_time: 0.021, memory: 6921, loss_aux: 0.9839, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3873, loss: 2.3711, grad_norm: 10.7292 2021-07-08 17:58:07,379 - mmaction - INFO - Epoch [122][3360/3757] lr: 1.000e-03, eta: 1 day, 7:33:36, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.4165, loss: 2.4083, grad_norm: 10.5101 2021-07-08 17:58:28,318 - mmaction - INFO - Epoch [122][3380/3757] lr: 1.000e-03, eta: 1 day, 7:33:14, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6461, top5_acc: 0.8352, loss_cls: 1.4797, loss: 2.4847, grad_norm: 10.8430 2021-07-08 17:58:49,527 - mmaction - INFO - Epoch [122][3400/3757] lr: 1.000e-03, eta: 1 day, 7:32:52, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9480, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3520, loss: 2.3000, grad_norm: 10.1371 2021-07-08 17:59:10,602 - mmaction - INFO - Epoch [122][3420/3757] lr: 1.000e-03, eta: 1 day, 7:32:31, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3336, loss: 2.2963, grad_norm: 10.2416 2021-07-08 17:59:31,913 - mmaction - INFO - Epoch [122][3440/3757] lr: 1.000e-03, eta: 1 day, 7:32:09, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9640, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.3420, loss: 2.3060, grad_norm: 10.5281 2021-07-08 17:59:53,269 - mmaction - INFO - Epoch [122][3460/3757] lr: 1.000e-03, eta: 1 day, 7:31:48, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.4027, loss: 2.3830, grad_norm: 10.5600 2021-07-08 18:00:14,961 - mmaction - INFO - Epoch [122][3480/3757] lr: 1.000e-03, eta: 1 day, 7:31:26, time: 1.083, data_time: 0.040, memory: 6921, loss_aux: 0.8999, top1_acc: 0.7039, top5_acc: 0.8641, loss_cls: 1.2677, loss: 2.1676, grad_norm: 9.8588 2021-07-08 18:00:36,107 - mmaction - INFO - Epoch [122][3500/3757] lr: 1.000e-03, eta: 1 day, 7:31:05, time: 1.058, data_time: 0.014, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6445, top5_acc: 0.8477, loss_cls: 1.4539, loss: 2.4589, grad_norm: 10.8502 2021-07-08 18:00:57,168 - mmaction - INFO - Epoch [122][3520/3757] lr: 1.000e-03, eta: 1 day, 7:30:43, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9410, top1_acc: 0.6813, top5_acc: 0.8453, loss_cls: 1.3271, loss: 2.2681, grad_norm: 10.3884 2021-07-08 18:01:18,417 - mmaction - INFO - Epoch [122][3540/3757] lr: 1.000e-03, eta: 1 day, 7:30:21, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4384, loss: 2.4192, grad_norm: 10.8628 2021-07-08 18:01:39,518 - mmaction - INFO - Epoch [122][3560/3757] lr: 1.000e-03, eta: 1 day, 7:30:00, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6422, top5_acc: 0.8281, loss_cls: 1.5002, loss: 2.5168, grad_norm: 11.0094 2021-07-08 18:02:00,776 - mmaction - INFO - Epoch [122][3580/3757] lr: 1.000e-03, eta: 1 day, 7:29:38, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0264, top1_acc: 0.6617, top5_acc: 0.8430, loss_cls: 1.4337, loss: 2.4601, grad_norm: 10.9417 2021-07-08 18:02:22,202 - mmaction - INFO - Epoch [122][3600/3757] lr: 1.000e-03, eta: 1 day, 7:29:17, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9662, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3435, loss: 2.3097, grad_norm: 10.4648 2021-07-08 18:02:44,052 - mmaction - INFO - Epoch [122][3620/3757] lr: 1.000e-03, eta: 1 day, 7:28:55, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6664, top5_acc: 0.8500, loss_cls: 1.3740, loss: 2.3368, grad_norm: 10.8909 2021-07-08 18:03:05,345 - mmaction - INFO - Epoch [122][3640/3757] lr: 1.000e-03, eta: 1 day, 7:28:34, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3713, loss: 2.3374, grad_norm: 11.1532 2021-07-08 18:03:26,378 - mmaction - INFO - Epoch [122][3660/3757] lr: 1.000e-03, eta: 1 day, 7:28:12, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.4921, loss: 2.4895, grad_norm: 11.0105 2021-07-08 18:03:47,572 - mmaction - INFO - Epoch [122][3680/3757] lr: 1.000e-03, eta: 1 day, 7:27:50, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6570, top5_acc: 0.8391, loss_cls: 1.4690, loss: 2.4494, grad_norm: 10.7424 2021-07-08 18:04:08,930 - mmaction - INFO - Epoch [122][3700/3757] lr: 1.000e-03, eta: 1 day, 7:27:29, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6641, top5_acc: 0.8523, loss_cls: 1.4493, loss: 2.4522, grad_norm: 10.7371 2021-07-08 18:04:30,323 - mmaction - INFO - Epoch [122][3720/3757] lr: 1.000e-03, eta: 1 day, 7:27:07, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9637, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3596, loss: 2.3233, grad_norm: 10.4001 2021-07-08 18:04:51,550 - mmaction - INFO - Epoch [122][3740/3757] lr: 1.000e-03, eta: 1 day, 7:26:46, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 1.0017, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.3928, loss: 2.3945, grad_norm: 10.7694 2021-07-08 18:05:09,713 - mmaction - INFO - Saving checkpoint at 122 epochs 2021-07-08 18:06:11,889 - mmaction - INFO - Epoch [123][20/3757] lr: 1.000e-03, eta: 1 day, 7:26:11, time: 3.029, data_time: 1.999, memory: 6921, loss_aux: 0.9656, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3772, loss: 2.3428, grad_norm: 10.5701 2021-07-08 18:06:32,922 - mmaction - INFO - Epoch [123][40/3757] lr: 1.000e-03, eta: 1 day, 7:25:49, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0246, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4306, loss: 2.4552, grad_norm: 11.0593 2021-07-08 18:06:55,083 - mmaction - INFO - Epoch [123][60/3757] lr: 1.000e-03, eta: 1 day, 7:25:28, time: 1.109, data_time: 0.005, memory: 6921, loss_aux: 0.9786, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3700, loss: 2.3486, grad_norm: 10.4956 2021-07-08 18:07:16,619 - mmaction - INFO - Epoch [123][80/3757] lr: 1.000e-03, eta: 1 day, 7:25:06, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.0163, top1_acc: 0.6453, top5_acc: 0.8469, loss_cls: 1.4860, loss: 2.5023, grad_norm: 11.0253 2021-07-08 18:07:38,194 - mmaction - INFO - Epoch [123][100/3757] lr: 1.000e-03, eta: 1 day, 7:24:45, time: 1.079, data_time: 0.030, memory: 6921, loss_aux: 1.0008, top1_acc: 0.6477, top5_acc: 0.8320, loss_cls: 1.5038, loss: 2.5047, grad_norm: 10.7931 2021-07-08 18:07:59,903 - mmaction - INFO - Epoch [123][120/3757] lr: 1.000e-03, eta: 1 day, 7:24:23, time: 1.086, data_time: 0.060, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.3318, loss: 2.3139, grad_norm: 10.3085 2021-07-08 18:08:20,916 - mmaction - INFO - Epoch [123][140/3757] lr: 1.000e-03, eta: 1 day, 7:24:02, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0272, top1_acc: 0.6617, top5_acc: 0.8500, loss_cls: 1.4492, loss: 2.4764, grad_norm: 10.4749 2021-07-08 18:08:42,108 - mmaction - INFO - Epoch [123][160/3757] lr: 1.000e-03, eta: 1 day, 7:23:40, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6609, top5_acc: 0.8516, loss_cls: 1.3954, loss: 2.3886, grad_norm: 10.7412 2021-07-08 18:09:02,955 - mmaction - INFO - Epoch [123][180/3757] lr: 1.000e-03, eta: 1 day, 7:23:18, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6570, top5_acc: 0.8398, loss_cls: 1.4214, loss: 2.4086, grad_norm: 10.7433 2021-07-08 18:09:24,175 - mmaction - INFO - Epoch [123][200/3757] lr: 1.000e-03, eta: 1 day, 7:22:57, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9306, top1_acc: 0.6773, top5_acc: 0.8648, loss_cls: 1.2992, loss: 2.2298, grad_norm: 10.6355 2021-07-08 18:09:45,483 - mmaction - INFO - Epoch [123][220/3757] lr: 1.000e-03, eta: 1 day, 7:22:35, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6609, top5_acc: 0.8422, loss_cls: 1.4089, loss: 2.3988, grad_norm: 10.4974 2021-07-08 18:10:06,633 - mmaction - INFO - Epoch [123][240/3757] lr: 1.000e-03, eta: 1 day, 7:22:13, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6695, top5_acc: 0.8406, loss_cls: 1.3978, loss: 2.3725, grad_norm: 10.6010 2021-07-08 18:10:27,534 - mmaction - INFO - Epoch [123][260/3757] lr: 1.000e-03, eta: 1 day, 7:21:52, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 1.0135, top1_acc: 0.6539, top5_acc: 0.8281, loss_cls: 1.4520, loss: 2.4655, grad_norm: 10.8961 2021-07-08 18:10:48,748 - mmaction - INFO - Epoch [123][280/3757] lr: 1.000e-03, eta: 1 day, 7:21:30, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4134, loss: 2.4003, grad_norm: 10.3545 2021-07-08 18:11:10,362 - mmaction - INFO - Epoch [123][300/3757] lr: 1.000e-03, eta: 1 day, 7:21:09, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.0364, top1_acc: 0.6422, top5_acc: 0.8289, loss_cls: 1.4850, loss: 2.5214, grad_norm: 10.6835 2021-07-08 18:11:31,422 - mmaction - INFO - Epoch [123][320/3757] lr: 1.000e-03, eta: 1 day, 7:20:47, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9767, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3478, loss: 2.3245, grad_norm: 10.4665 2021-07-08 18:11:52,628 - mmaction - INFO - Epoch [123][340/3757] lr: 1.000e-03, eta: 1 day, 7:20:25, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0126, top1_acc: 0.6422, top5_acc: 0.8383, loss_cls: 1.4739, loss: 2.4865, grad_norm: 10.8176 2021-07-08 18:12:13,973 - mmaction - INFO - Epoch [123][360/3757] lr: 1.000e-03, eta: 1 day, 7:20:04, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9382, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.3117, loss: 2.2499, grad_norm: 10.2843 2021-07-08 18:12:35,095 - mmaction - INFO - Epoch [123][380/3757] lr: 1.000e-03, eta: 1 day, 7:19:42, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0523, top1_acc: 0.6266, top5_acc: 0.8352, loss_cls: 1.5444, loss: 2.5967, grad_norm: 11.0802 2021-07-08 18:12:56,860 - mmaction - INFO - Epoch [123][400/3757] lr: 1.000e-03, eta: 1 day, 7:19:21, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4491, loss: 2.4637, grad_norm: 10.3927 2021-07-08 18:13:17,995 - mmaction - INFO - Epoch [123][420/3757] lr: 1.000e-03, eta: 1 day, 7:18:59, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9344, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.2751, loss: 2.2095, grad_norm: 10.0152 2021-07-08 18:13:39,361 - mmaction - INFO - Epoch [123][440/3757] lr: 1.000e-03, eta: 1 day, 7:18:38, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9992, top1_acc: 0.6555, top5_acc: 0.8359, loss_cls: 1.4293, loss: 2.4285, grad_norm: 10.6702 2021-07-08 18:14:00,359 - mmaction - INFO - Epoch [123][460/3757] lr: 1.000e-03, eta: 1 day, 7:18:16, time: 1.051, data_time: 0.007, memory: 6921, loss_aux: 0.9876, top1_acc: 0.6773, top5_acc: 0.8406, loss_cls: 1.4195, loss: 2.4070, grad_norm: 10.6977 2021-07-08 18:14:21,431 - mmaction - INFO - Epoch [123][480/3757] lr: 1.000e-03, eta: 1 day, 7:17:54, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9920, top1_acc: 0.6406, top5_acc: 0.8406, loss_cls: 1.4294, loss: 2.4214, grad_norm: 10.4522 2021-07-08 18:14:42,585 - mmaction - INFO - Epoch [123][500/3757] lr: 1.000e-03, eta: 1 day, 7:17:33, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9583, top1_acc: 0.6797, top5_acc: 0.8484, loss_cls: 1.3637, loss: 2.3220, grad_norm: 10.6489 2021-07-08 18:15:03,908 - mmaction - INFO - Epoch [123][520/3757] lr: 1.000e-03, eta: 1 day, 7:17:11, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3734, loss: 2.3519, grad_norm: 10.6484 2021-07-08 18:15:25,022 - mmaction - INFO - Epoch [123][540/3757] lr: 1.000e-03, eta: 1 day, 7:16:50, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9584, top1_acc: 0.6703, top5_acc: 0.8547, loss_cls: 1.3460, loss: 2.3044, grad_norm: 10.4558 2021-07-08 18:15:46,193 - mmaction - INFO - Epoch [123][560/3757] lr: 1.000e-03, eta: 1 day, 7:16:28, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9877, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3920, loss: 2.3797, grad_norm: 10.4540 2021-07-08 18:16:07,232 - mmaction - INFO - Epoch [123][580/3757] lr: 1.000e-03, eta: 1 day, 7:16:06, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6625, top5_acc: 0.8477, loss_cls: 1.4266, loss: 2.4316, grad_norm: 10.8713 2021-07-08 18:16:28,572 - mmaction - INFO - Epoch [123][600/3757] lr: 1.000e-03, eta: 1 day, 7:15:45, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6508, top5_acc: 0.8539, loss_cls: 1.3996, loss: 2.3902, grad_norm: 10.7596 2021-07-08 18:16:49,751 - mmaction - INFO - Epoch [123][620/3757] lr: 1.000e-03, eta: 1 day, 7:15:23, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6813, top5_acc: 0.8492, loss_cls: 1.4023, loss: 2.4005, grad_norm: 10.8935 2021-07-08 18:17:11,676 - mmaction - INFO - Epoch [123][640/3757] lr: 1.000e-03, eta: 1 day, 7:15:02, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.4207, loss: 2.4093, grad_norm: 10.5557 2021-07-08 18:17:33,291 - mmaction - INFO - Epoch [123][660/3757] lr: 1.000e-03, eta: 1 day, 7:14:40, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3837, loss: 2.3731, grad_norm: 10.7919 2021-07-08 18:17:54,345 - mmaction - INFO - Epoch [123][680/3757] lr: 1.000e-03, eta: 1 day, 7:14:19, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9533, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3529, loss: 2.3061, grad_norm: 10.3610 2021-07-08 18:18:16,468 - mmaction - INFO - Epoch [123][700/3757] lr: 1.000e-03, eta: 1 day, 7:13:57, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 0.9467, top1_acc: 0.6789, top5_acc: 0.8508, loss_cls: 1.3443, loss: 2.2910, grad_norm: 10.6170 2021-07-08 18:18:37,309 - mmaction - INFO - Epoch [123][720/3757] lr: 1.000e-03, eta: 1 day, 7:13:36, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9845, top1_acc: 0.6805, top5_acc: 0.8414, loss_cls: 1.3892, loss: 2.3737, grad_norm: 10.5340 2021-07-08 18:18:58,380 - mmaction - INFO - Epoch [123][740/3757] lr: 1.000e-03, eta: 1 day, 7:13:14, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.4136, loss: 2.4268, grad_norm: 10.6187 2021-07-08 18:19:19,948 - mmaction - INFO - Epoch [123][760/3757] lr: 1.000e-03, eta: 1 day, 7:12:53, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4024, loss: 2.3835, grad_norm: 10.7139 2021-07-08 18:19:41,174 - mmaction - INFO - Epoch [123][780/3757] lr: 1.000e-03, eta: 1 day, 7:12:31, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9611, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3638, loss: 2.3249, grad_norm: 10.4765 2021-07-08 18:20:02,161 - mmaction - INFO - Epoch [123][800/3757] lr: 1.000e-03, eta: 1 day, 7:12:09, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0383, top1_acc: 0.6539, top5_acc: 0.8297, loss_cls: 1.4893, loss: 2.5276, grad_norm: 11.0094 2021-07-08 18:20:23,899 - mmaction - INFO - Epoch [123][820/3757] lr: 1.000e-03, eta: 1 day, 7:11:48, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6703, top5_acc: 0.8422, loss_cls: 1.4189, loss: 2.4183, grad_norm: 10.2408 2021-07-08 18:20:45,318 - mmaction - INFO - Epoch [123][840/3757] lr: 1.000e-03, eta: 1 day, 7:11:26, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 1.0535, top1_acc: 0.6375, top5_acc: 0.8461, loss_cls: 1.4798, loss: 2.5333, grad_norm: 11.2661 2021-07-08 18:21:06,596 - mmaction - INFO - Epoch [123][860/3757] lr: 1.000e-03, eta: 1 day, 7:11:05, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9933, top1_acc: 0.6719, top5_acc: 0.8430, loss_cls: 1.4125, loss: 2.4058, grad_norm: 10.6951 2021-07-08 18:21:27,593 - mmaction - INFO - Epoch [123][880/3757] lr: 1.000e-03, eta: 1 day, 7:10:43, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9804, top1_acc: 0.6781, top5_acc: 0.8625, loss_cls: 1.3517, loss: 2.3321, grad_norm: 10.6769 2021-07-08 18:21:48,574 - mmaction - INFO - Epoch [123][900/3757] lr: 1.000e-03, eta: 1 day, 7:10:21, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 1.0309, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4570, loss: 2.4879, grad_norm: 10.7789 2021-07-08 18:22:09,661 - mmaction - INFO - Epoch [123][920/3757] lr: 1.000e-03, eta: 1 day, 7:10:00, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3894, loss: 2.3989, grad_norm: 10.4898 2021-07-08 18:22:31,109 - mmaction - INFO - Epoch [123][940/3757] lr: 1.000e-03, eta: 1 day, 7:09:38, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6773, top5_acc: 0.8500, loss_cls: 1.3728, loss: 2.3381, grad_norm: 10.4020 2021-07-08 18:22:52,233 - mmaction - INFO - Epoch [123][960/3757] lr: 1.000e-03, eta: 1 day, 7:09:17, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6734, top5_acc: 0.8313, loss_cls: 1.4479, loss: 2.4644, grad_norm: 10.5522 2021-07-08 18:23:13,640 - mmaction - INFO - Epoch [123][980/3757] lr: 1.000e-03, eta: 1 day, 7:08:55, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 0.9905, top1_acc: 0.6773, top5_acc: 0.8477, loss_cls: 1.3757, loss: 2.3662, grad_norm: 10.7130 2021-07-08 18:23:35,055 - mmaction - INFO - Epoch [123][1000/3757] lr: 1.000e-03, eta: 1 day, 7:08:34, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0100, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4120, loss: 2.4220, grad_norm: 10.9052 2021-07-08 18:23:56,087 - mmaction - INFO - Epoch [123][1020/3757] lr: 1.000e-03, eta: 1 day, 7:08:12, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9941, top1_acc: 0.6547, top5_acc: 0.8375, loss_cls: 1.4644, loss: 2.4586, grad_norm: 10.9041 2021-07-08 18:24:17,826 - mmaction - INFO - Epoch [123][1040/3757] lr: 1.000e-03, eta: 1 day, 7:07:50, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 1.0300, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4765, loss: 2.5065, grad_norm: 11.2028 2021-07-08 18:24:39,016 - mmaction - INFO - Epoch [123][1060/3757] lr: 1.000e-03, eta: 1 day, 7:07:29, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9665, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3891, loss: 2.3556, grad_norm: 10.7166 2021-07-08 18:25:00,203 - mmaction - INFO - Epoch [123][1080/3757] lr: 1.000e-03, eta: 1 day, 7:07:07, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.4105, loss: 2.4164, grad_norm: 11.0229 2021-07-08 18:25:21,277 - mmaction - INFO - Epoch [123][1100/3757] lr: 1.000e-03, eta: 1 day, 7:06:46, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6773, top5_acc: 0.8445, loss_cls: 1.4093, loss: 2.4195, grad_norm: 10.9163 2021-07-08 18:25:42,419 - mmaction - INFO - Epoch [123][1120/3757] lr: 1.000e-03, eta: 1 day, 7:06:24, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9742, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3346, loss: 2.3088, grad_norm: 10.9741 2021-07-08 18:26:03,528 - mmaction - INFO - Epoch [123][1140/3757] lr: 1.000e-03, eta: 1 day, 7:06:02, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6609, top5_acc: 0.8438, loss_cls: 1.3919, loss: 2.3721, grad_norm: 10.6893 2021-07-08 18:26:24,758 - mmaction - INFO - Epoch [123][1160/3757] lr: 1.000e-03, eta: 1 day, 7:05:41, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9634, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3839, loss: 2.3473, grad_norm: 10.6044 2021-07-08 18:26:45,752 - mmaction - INFO - Epoch [123][1180/3757] lr: 1.000e-03, eta: 1 day, 7:05:19, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0056, top1_acc: 0.6727, top5_acc: 0.8289, loss_cls: 1.4319, loss: 2.4376, grad_norm: 10.8634 2021-07-08 18:27:06,824 - mmaction - INFO - Epoch [123][1200/3757] lr: 1.000e-03, eta: 1 day, 7:04:58, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6656, top5_acc: 0.8531, loss_cls: 1.4035, loss: 2.4145, grad_norm: 10.7237 2021-07-08 18:27:28,119 - mmaction - INFO - Epoch [123][1220/3757] lr: 1.000e-03, eta: 1 day, 7:04:36, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9877, top1_acc: 0.6656, top5_acc: 0.8555, loss_cls: 1.4185, loss: 2.4062, grad_norm: 10.6718 2021-07-08 18:27:49,384 - mmaction - INFO - Epoch [123][1240/3757] lr: 1.000e-03, eta: 1 day, 7:04:14, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9329, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2998, loss: 2.2327, grad_norm: 10.3934 2021-07-08 18:28:10,245 - mmaction - INFO - Epoch [123][1260/3757] lr: 1.000e-03, eta: 1 day, 7:03:53, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0228, top1_acc: 0.6367, top5_acc: 0.8273, loss_cls: 1.5247, loss: 2.5475, grad_norm: 10.8686 2021-07-08 18:28:31,715 - mmaction - INFO - Epoch [123][1280/3757] lr: 1.000e-03, eta: 1 day, 7:03:31, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9679, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3844, loss: 2.3523, grad_norm: 10.9663 2021-07-08 18:28:54,068 - mmaction - INFO - Epoch [123][1300/3757] lr: 1.000e-03, eta: 1 day, 7:03:10, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 1.0213, top1_acc: 0.6664, top5_acc: 0.8203, loss_cls: 1.4609, loss: 2.4822, grad_norm: 10.4969 2021-07-08 18:29:15,340 - mmaction - INFO - Epoch [123][1320/3757] lr: 1.000e-03, eta: 1 day, 7:02:48, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3350, loss: 2.3107, grad_norm: 10.4940 2021-07-08 18:29:36,368 - mmaction - INFO - Epoch [123][1340/3757] lr: 1.000e-03, eta: 1 day, 7:02:27, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0205, top1_acc: 0.6453, top5_acc: 0.8352, loss_cls: 1.4913, loss: 2.5118, grad_norm: 11.2827 2021-07-08 18:29:57,349 - mmaction - INFO - Epoch [123][1360/3757] lr: 1.000e-03, eta: 1 day, 7:02:05, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0145, top1_acc: 0.6438, top5_acc: 0.8250, loss_cls: 1.5052, loss: 2.5197, grad_norm: 10.9849 2021-07-08 18:30:18,693 - mmaction - INFO - Epoch [123][1380/3757] lr: 1.000e-03, eta: 1 day, 7:01:44, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9921, top1_acc: 0.6695, top5_acc: 0.8547, loss_cls: 1.3894, loss: 2.3815, grad_norm: 10.8694 2021-07-08 18:30:39,971 - mmaction - INFO - Epoch [123][1400/3757] lr: 1.000e-03, eta: 1 day, 7:01:22, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9633, top1_acc: 0.6680, top5_acc: 0.8414, loss_cls: 1.3779, loss: 2.3412, grad_norm: 10.6239 2021-07-08 18:31:01,212 - mmaction - INFO - Epoch [123][1420/3757] lr: 1.000e-03, eta: 1 day, 7:01:00, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0157, top1_acc: 0.6539, top5_acc: 0.8398, loss_cls: 1.4754, loss: 2.4911, grad_norm: 11.1131 2021-07-08 18:31:22,345 - mmaction - INFO - Epoch [123][1440/3757] lr: 1.000e-03, eta: 1 day, 7:00:39, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4268, loss: 2.4048, grad_norm: 10.7817 2021-07-08 18:31:43,538 - mmaction - INFO - Epoch [123][1460/3757] lr: 1.000e-03, eta: 1 day, 7:00:17, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6555, top5_acc: 0.8445, loss_cls: 1.3930, loss: 2.3664, grad_norm: 10.7816 2021-07-08 18:32:04,959 - mmaction - INFO - Epoch [123][1480/3757] lr: 1.000e-03, eta: 1 day, 6:59:56, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 0.9847, top1_acc: 0.6664, top5_acc: 0.8414, loss_cls: 1.4350, loss: 2.4197, grad_norm: 10.9378 2021-07-08 18:32:26,231 - mmaction - INFO - Epoch [123][1500/3757] lr: 1.000e-03, eta: 1 day, 6:59:34, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9326, top1_acc: 0.6883, top5_acc: 0.8508, loss_cls: 1.3107, loss: 2.2432, grad_norm: 10.1335 2021-07-08 18:32:47,135 - mmaction - INFO - Epoch [123][1520/3757] lr: 1.000e-03, eta: 1 day, 6:59:12, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 0.9555, top1_acc: 0.6859, top5_acc: 0.8484, loss_cls: 1.3707, loss: 2.3261, grad_norm: 10.7548 2021-07-08 18:33:08,147 - mmaction - INFO - Epoch [123][1540/3757] lr: 1.000e-03, eta: 1 day, 6:58:51, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3733, loss: 2.3775, grad_norm: 10.9004 2021-07-08 18:33:29,321 - mmaction - INFO - Epoch [123][1560/3757] lr: 1.000e-03, eta: 1 day, 6:58:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0067, top1_acc: 0.6555, top5_acc: 0.8383, loss_cls: 1.4543, loss: 2.4610, grad_norm: 11.0535 2021-07-08 18:33:50,533 - mmaction - INFO - Epoch [123][1580/3757] lr: 1.000e-03, eta: 1 day, 6:58:08, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9877, top1_acc: 0.6633, top5_acc: 0.8477, loss_cls: 1.4101, loss: 2.3978, grad_norm: 10.8141 2021-07-08 18:34:11,657 - mmaction - INFO - Epoch [123][1600/3757] lr: 1.000e-03, eta: 1 day, 6:57:46, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.2937, loss: 2.2530, grad_norm: 10.6084 2021-07-08 18:34:32,914 - mmaction - INFO - Epoch [123][1620/3757] lr: 1.000e-03, eta: 1 day, 6:57:24, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6617, top5_acc: 0.8680, loss_cls: 1.3419, loss: 2.3136, grad_norm: 10.7996 2021-07-08 18:34:54,178 - mmaction - INFO - Epoch [123][1640/3757] lr: 1.000e-03, eta: 1 day, 6:57:03, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4630, loss: 2.4356, grad_norm: 11.1933 2021-07-08 18:35:15,497 - mmaction - INFO - Epoch [123][1660/3757] lr: 1.000e-03, eta: 1 day, 6:56:41, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9958, top1_acc: 0.6617, top5_acc: 0.8391, loss_cls: 1.4302, loss: 2.4260, grad_norm: 10.7601 2021-07-08 18:35:36,695 - mmaction - INFO - Epoch [123][1680/3757] lr: 1.000e-03, eta: 1 day, 6:56:20, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4088, loss: 2.4137, grad_norm: 10.9051 2021-07-08 18:35:57,722 - mmaction - INFO - Epoch [123][1700/3757] lr: 1.000e-03, eta: 1 day, 6:55:58, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0055, top1_acc: 0.6687, top5_acc: 0.8383, loss_cls: 1.3880, loss: 2.3935, grad_norm: 10.4924 2021-07-08 18:36:19,021 - mmaction - INFO - Epoch [123][1720/3757] lr: 1.000e-03, eta: 1 day, 6:55:36, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9472, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3613, loss: 2.3085, grad_norm: 10.5035 2021-07-08 18:36:40,180 - mmaction - INFO - Epoch [123][1740/3757] lr: 1.000e-03, eta: 1 day, 6:55:15, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9673, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3578, loss: 2.3251, grad_norm: 10.6081 2021-07-08 18:37:02,180 - mmaction - INFO - Epoch [123][1760/3757] lr: 1.000e-03, eta: 1 day, 6:54:53, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 0.9837, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3552, loss: 2.3389, grad_norm: 10.7470 2021-07-08 18:37:23,239 - mmaction - INFO - Epoch [123][1780/3757] lr: 1.000e-03, eta: 1 day, 6:54:32, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9891, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.4368, loss: 2.4259, grad_norm: 10.7172 2021-07-08 18:37:44,294 - mmaction - INFO - Epoch [123][1800/3757] lr: 1.000e-03, eta: 1 day, 6:54:10, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9962, top1_acc: 0.6641, top5_acc: 0.8602, loss_cls: 1.3801, loss: 2.3763, grad_norm: 10.6739 2021-07-08 18:38:05,549 - mmaction - INFO - Epoch [123][1820/3757] lr: 1.000e-03, eta: 1 day, 6:53:49, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0057, top1_acc: 0.6570, top5_acc: 0.8250, loss_cls: 1.5037, loss: 2.5094, grad_norm: 10.7389 2021-07-08 18:38:26,766 - mmaction - INFO - Epoch [123][1840/3757] lr: 1.000e-03, eta: 1 day, 6:53:27, time: 1.060, data_time: 0.009, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3993, loss: 2.3882, grad_norm: 10.8696 2021-07-08 18:38:47,925 - mmaction - INFO - Epoch [123][1860/3757] lr: 1.000e-03, eta: 1 day, 6:53:05, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9765, top1_acc: 0.6703, top5_acc: 0.8500, loss_cls: 1.3860, loss: 2.3626, grad_norm: 10.5941 2021-07-08 18:39:09,109 - mmaction - INFO - Epoch [123][1880/3757] lr: 1.000e-03, eta: 1 day, 6:52:44, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9770, top1_acc: 0.6805, top5_acc: 0.8414, loss_cls: 1.3738, loss: 2.3508, grad_norm: 10.4348 2021-07-08 18:39:30,200 - mmaction - INFO - Epoch [123][1900/3757] lr: 1.000e-03, eta: 1 day, 6:52:22, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9831, top1_acc: 0.6609, top5_acc: 0.8492, loss_cls: 1.4354, loss: 2.4185, grad_norm: 11.2431 2021-07-08 18:39:51,506 - mmaction - INFO - Epoch [123][1920/3757] lr: 1.000e-03, eta: 1 day, 6:52:01, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9373, top1_acc: 0.6625, top5_acc: 0.8617, loss_cls: 1.3286, loss: 2.2659, grad_norm: 10.9684 2021-07-08 18:40:12,874 - mmaction - INFO - Epoch [123][1940/3757] lr: 1.000e-03, eta: 1 day, 6:51:39, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9895, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.3860, loss: 2.3755, grad_norm: 10.6211 2021-07-08 18:40:34,181 - mmaction - INFO - Epoch [123][1960/3757] lr: 1.000e-03, eta: 1 day, 6:51:18, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6516, top5_acc: 0.8414, loss_cls: 1.4675, loss: 2.4480, grad_norm: 10.8811 2021-07-08 18:40:55,407 - mmaction - INFO - Epoch [123][1980/3757] lr: 1.000e-03, eta: 1 day, 6:50:56, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6578, top5_acc: 0.8555, loss_cls: 1.3920, loss: 2.3727, grad_norm: 10.9723 2021-07-08 18:41:16,639 - mmaction - INFO - Epoch [123][2000/3757] lr: 1.000e-03, eta: 1 day, 6:50:34, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0394, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4923, loss: 2.5317, grad_norm: 11.1421 2021-07-08 18:41:37,916 - mmaction - INFO - Epoch [123][2020/3757] lr: 1.000e-03, eta: 1 day, 6:50:13, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6742, top5_acc: 0.8359, loss_cls: 1.4553, loss: 2.4713, grad_norm: 10.6097 2021-07-08 18:41:58,960 - mmaction - INFO - Epoch [123][2040/3757] lr: 1.000e-03, eta: 1 day, 6:49:51, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9879, top1_acc: 0.6703, top5_acc: 0.8422, loss_cls: 1.4106, loss: 2.3984, grad_norm: 10.8037 2021-07-08 18:42:20,149 - mmaction - INFO - Epoch [123][2060/3757] lr: 1.000e-03, eta: 1 day, 6:49:30, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6711, top5_acc: 0.8469, loss_cls: 1.3886, loss: 2.3536, grad_norm: 10.5886 2021-07-08 18:42:41,325 - mmaction - INFO - Epoch [123][2080/3757] lr: 1.000e-03, eta: 1 day, 6:49:08, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3890, loss: 2.3470, grad_norm: 10.7600 2021-07-08 18:43:02,786 - mmaction - INFO - Epoch [123][2100/3757] lr: 1.000e-03, eta: 1 day, 6:48:46, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6586, top5_acc: 0.8352, loss_cls: 1.3981, loss: 2.4012, grad_norm: 10.6553 2021-07-08 18:43:24,469 - mmaction - INFO - Epoch [123][2120/3757] lr: 1.000e-03, eta: 1 day, 6:48:25, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6523, top5_acc: 0.8320, loss_cls: 1.4492, loss: 2.4590, grad_norm: 10.8484 2021-07-08 18:43:45,674 - mmaction - INFO - Epoch [123][2140/3757] lr: 1.000e-03, eta: 1 day, 6:48:03, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6492, top5_acc: 0.8461, loss_cls: 1.4429, loss: 2.4335, grad_norm: 10.8837 2021-07-08 18:44:06,996 - mmaction - INFO - Epoch [123][2160/3757] lr: 1.000e-03, eta: 1 day, 6:47:42, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0338, top1_acc: 0.6391, top5_acc: 0.8359, loss_cls: 1.5255, loss: 2.5594, grad_norm: 11.1388 2021-07-08 18:44:28,556 - mmaction - INFO - Epoch [123][2180/3757] lr: 1.000e-03, eta: 1 day, 6:47:20, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 0.9617, top1_acc: 0.6609, top5_acc: 0.8508, loss_cls: 1.3917, loss: 2.3534, grad_norm: 10.4974 2021-07-08 18:44:49,509 - mmaction - INFO - Epoch [123][2200/3757] lr: 1.000e-03, eta: 1 day, 6:46:59, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0017, top1_acc: 0.6594, top5_acc: 0.8547, loss_cls: 1.3967, loss: 2.3984, grad_norm: 10.8797 2021-07-08 18:45:10,446 - mmaction - INFO - Epoch [123][2220/3757] lr: 1.000e-03, eta: 1 day, 6:46:37, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6711, top5_acc: 0.8406, loss_cls: 1.4117, loss: 2.4148, grad_norm: 10.6158 2021-07-08 18:45:31,604 - mmaction - INFO - Epoch [123][2240/3757] lr: 1.000e-03, eta: 1 day, 6:46:15, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9936, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3970, loss: 2.3906, grad_norm: 10.9815 2021-07-08 18:45:52,608 - mmaction - INFO - Epoch [123][2260/3757] lr: 1.000e-03, eta: 1 day, 6:45:54, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0144, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4630, loss: 2.4774, grad_norm: 11.1078 2021-07-08 18:46:13,792 - mmaction - INFO - Epoch [123][2280/3757] lr: 1.000e-03, eta: 1 day, 6:45:32, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6508, top5_acc: 0.8289, loss_cls: 1.5024, loss: 2.5185, grad_norm: 10.7187 2021-07-08 18:46:34,962 - mmaction - INFO - Epoch [123][2300/3757] lr: 1.000e-03, eta: 1 day, 6:45:11, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6594, top5_acc: 0.8406, loss_cls: 1.4326, loss: 2.4295, grad_norm: 10.7374 2021-07-08 18:46:56,005 - mmaction - INFO - Epoch [123][2320/3757] lr: 1.000e-03, eta: 1 day, 6:44:49, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9735, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.4007, loss: 2.3742, grad_norm: 10.8016 2021-07-08 18:47:17,413 - mmaction - INFO - Epoch [123][2340/3757] lr: 1.000e-03, eta: 1 day, 6:44:27, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9689, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.4218, loss: 2.3907, grad_norm: 10.4408 2021-07-08 18:47:39,185 - mmaction - INFO - Epoch [123][2360/3757] lr: 1.000e-03, eta: 1 day, 6:44:06, time: 1.088, data_time: 0.035, memory: 6921, loss_aux: 0.9604, top1_acc: 0.6781, top5_acc: 0.8469, loss_cls: 1.3600, loss: 2.3204, grad_norm: 10.3291 2021-07-08 18:48:00,140 - mmaction - INFO - Epoch [123][2380/3757] lr: 1.000e-03, eta: 1 day, 6:43:44, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0045, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4075, loss: 2.4120, grad_norm: 10.9410 2021-07-08 18:48:21,291 - mmaction - INFO - Epoch [123][2400/3757] lr: 1.000e-03, eta: 1 day, 6:43:23, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 1.0393, top1_acc: 0.6469, top5_acc: 0.8289, loss_cls: 1.5046, loss: 2.5439, grad_norm: 10.8592 2021-07-08 18:48:42,368 - mmaction - INFO - Epoch [123][2420/3757] lr: 1.000e-03, eta: 1 day, 6:43:01, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0010, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4636, loss: 2.4647, grad_norm: 10.7244 2021-07-08 18:49:03,480 - mmaction - INFO - Epoch [123][2440/3757] lr: 1.000e-03, eta: 1 day, 6:42:39, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6578, top5_acc: 0.8375, loss_cls: 1.4512, loss: 2.4651, grad_norm: 11.0714 2021-07-08 18:49:25,088 - mmaction - INFO - Epoch [123][2460/3757] lr: 1.000e-03, eta: 1 day, 6:42:18, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0104, top1_acc: 0.6453, top5_acc: 0.8250, loss_cls: 1.4897, loss: 2.5001, grad_norm: 10.7877 2021-07-08 18:49:45,912 - mmaction - INFO - Epoch [123][2480/3757] lr: 1.000e-03, eta: 1 day, 6:41:56, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9789, top1_acc: 0.6523, top5_acc: 0.8516, loss_cls: 1.4256, loss: 2.4045, grad_norm: 10.6700 2021-07-08 18:50:06,918 - mmaction - INFO - Epoch [123][2500/3757] lr: 1.000e-03, eta: 1 day, 6:41:35, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 1.0266, top1_acc: 0.6508, top5_acc: 0.8398, loss_cls: 1.4835, loss: 2.5100, grad_norm: 10.8001 2021-07-08 18:50:28,130 - mmaction - INFO - Epoch [123][2520/3757] lr: 1.000e-03, eta: 1 day, 6:41:13, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0231, top1_acc: 0.6570, top5_acc: 0.8414, loss_cls: 1.4574, loss: 2.4804, grad_norm: 10.6174 2021-07-08 18:50:49,566 - mmaction - INFO - Epoch [123][2540/3757] lr: 1.000e-03, eta: 1 day, 6:40:52, time: 1.072, data_time: 0.006, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6656, top5_acc: 0.8336, loss_cls: 1.4196, loss: 2.4128, grad_norm: 10.6768 2021-07-08 18:51:11,345 - mmaction - INFO - Epoch [123][2560/3757] lr: 1.000e-03, eta: 1 day, 6:40:30, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6750, top5_acc: 0.8523, loss_cls: 1.3726, loss: 2.3447, grad_norm: 10.6107 2021-07-08 18:51:32,476 - mmaction - INFO - Epoch [123][2580/3757] lr: 1.000e-03, eta: 1 day, 6:40:08, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9713, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3936, loss: 2.3648, grad_norm: 10.6496 2021-07-08 18:51:53,542 - mmaction - INFO - Epoch [123][2600/3757] lr: 1.000e-03, eta: 1 day, 6:39:47, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0001, top1_acc: 0.6492, top5_acc: 0.8266, loss_cls: 1.4659, loss: 2.4660, grad_norm: 10.5930 2021-07-08 18:52:14,919 - mmaction - INFO - Epoch [123][2620/3757] lr: 1.000e-03, eta: 1 day, 6:39:25, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6453, top5_acc: 0.8430, loss_cls: 1.4419, loss: 2.4414, grad_norm: 10.9240 2021-07-08 18:52:36,600 - mmaction - INFO - Epoch [123][2640/3757] lr: 1.000e-03, eta: 1 day, 6:39:04, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 1.0404, top1_acc: 0.6469, top5_acc: 0.8320, loss_cls: 1.4883, loss: 2.5286, grad_norm: 10.8023 2021-07-08 18:52:57,628 - mmaction - INFO - Epoch [123][2660/3757] lr: 1.000e-03, eta: 1 day, 6:38:42, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0286, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4577, loss: 2.4863, grad_norm: 11.2007 2021-07-08 18:53:18,811 - mmaction - INFO - Epoch [123][2680/3757] lr: 1.000e-03, eta: 1 day, 6:38:21, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9612, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.3354, loss: 2.2966, grad_norm: 10.4977 2021-07-08 18:53:39,909 - mmaction - INFO - Epoch [123][2700/3757] lr: 1.000e-03, eta: 1 day, 6:37:59, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.4109, loss: 2.4159, grad_norm: 10.8885 2021-07-08 18:54:01,017 - mmaction - INFO - Epoch [123][2720/3757] lr: 1.000e-03, eta: 1 day, 6:37:37, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9459, top1_acc: 0.6656, top5_acc: 0.8477, loss_cls: 1.3813, loss: 2.3272, grad_norm: 10.2917 2021-07-08 18:54:22,220 - mmaction - INFO - Epoch [123][2740/3757] lr: 1.000e-03, eta: 1 day, 6:37:16, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6719, top5_acc: 0.8648, loss_cls: 1.3662, loss: 2.3483, grad_norm: 10.4529 2021-07-08 18:54:43,173 - mmaction - INFO - Epoch [123][2760/3757] lr: 1.000e-03, eta: 1 day, 6:36:54, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9595, top1_acc: 0.6617, top5_acc: 0.8602, loss_cls: 1.3392, loss: 2.2987, grad_norm: 10.6024 2021-07-08 18:55:04,309 - mmaction - INFO - Epoch [123][2780/3757] lr: 1.000e-03, eta: 1 day, 6:36:33, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4363, loss: 2.4224, grad_norm: 10.7708 2021-07-08 18:55:25,597 - mmaction - INFO - Epoch [123][2800/3757] lr: 1.000e-03, eta: 1 day, 6:36:11, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9466, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3879, loss: 2.3345, grad_norm: 10.5316 2021-07-08 18:55:48,053 - mmaction - INFO - Epoch [123][2820/3757] lr: 1.000e-03, eta: 1 day, 6:35:50, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.4352, loss: 2.4216, grad_norm: 10.6504 2021-07-08 18:56:09,127 - mmaction - INFO - Epoch [123][2840/3757] lr: 1.000e-03, eta: 1 day, 6:35:28, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9920, top1_acc: 0.6594, top5_acc: 0.8438, loss_cls: 1.4062, loss: 2.3982, grad_norm: 11.0733 2021-07-08 18:56:30,213 - mmaction - INFO - Epoch [123][2860/3757] lr: 1.000e-03, eta: 1 day, 6:35:06, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9534, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3028, loss: 2.2562, grad_norm: 10.5585 2021-07-08 18:56:51,456 - mmaction - INFO - Epoch [123][2880/3757] lr: 1.000e-03, eta: 1 day, 6:34:45, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.4403, loss: 2.4629, grad_norm: 10.6521 2021-07-08 18:57:12,468 - mmaction - INFO - Epoch [123][2900/3757] lr: 1.000e-03, eta: 1 day, 6:34:23, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6555, top5_acc: 0.8523, loss_cls: 1.4205, loss: 2.4105, grad_norm: 10.6220 2021-07-08 18:57:34,361 - mmaction - INFO - Epoch [123][2920/3757] lr: 1.000e-03, eta: 1 day, 6:34:02, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.0225, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.4722, loss: 2.4947, grad_norm: 11.0080 2021-07-08 18:57:55,425 - mmaction - INFO - Epoch [123][2940/3757] lr: 1.000e-03, eta: 1 day, 6:33:40, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0343, top1_acc: 0.6523, top5_acc: 0.8359, loss_cls: 1.5135, loss: 2.5478, grad_norm: 11.1269 2021-07-08 18:58:16,519 - mmaction - INFO - Epoch [123][2960/3757] lr: 1.000e-03, eta: 1 day, 6:33:19, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6664, top5_acc: 0.8336, loss_cls: 1.4191, loss: 2.3915, grad_norm: 10.6287 2021-07-08 18:58:38,169 - mmaction - INFO - Epoch [123][2980/3757] lr: 1.000e-03, eta: 1 day, 6:32:57, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6672, top5_acc: 0.8469, loss_cls: 1.3900, loss: 2.3663, grad_norm: 10.7737 2021-07-08 18:58:59,318 - mmaction - INFO - Epoch [123][3000/3757] lr: 1.000e-03, eta: 1 day, 6:32:35, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9849, top1_acc: 0.6680, top5_acc: 0.8414, loss_cls: 1.3894, loss: 2.3742, grad_norm: 10.9418 2021-07-08 18:59:20,317 - mmaction - INFO - Epoch [123][3020/3757] lr: 1.000e-03, eta: 1 day, 6:32:14, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0596, top1_acc: 0.6367, top5_acc: 0.8266, loss_cls: 1.5182, loss: 2.5778, grad_norm: 10.8819 2021-07-08 18:59:41,476 - mmaction - INFO - Epoch [123][3040/3757] lr: 1.000e-03, eta: 1 day, 6:31:52, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6594, top5_acc: 0.8336, loss_cls: 1.4808, loss: 2.4776, grad_norm: 11.2524 2021-07-08 19:00:02,793 - mmaction - INFO - Epoch [123][3060/3757] lr: 1.000e-03, eta: 1 day, 6:31:31, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6664, top5_acc: 0.8578, loss_cls: 1.3659, loss: 2.3376, grad_norm: 10.9842 2021-07-08 19:00:23,706 - mmaction - INFO - Epoch [123][3080/3757] lr: 1.000e-03, eta: 1 day, 6:31:09, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9797, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4091, loss: 2.3887, grad_norm: 10.9920 2021-07-08 19:00:44,988 - mmaction - INFO - Epoch [123][3100/3757] lr: 1.000e-03, eta: 1 day, 6:30:47, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0045, top1_acc: 0.6578, top5_acc: 0.8414, loss_cls: 1.4385, loss: 2.4430, grad_norm: 10.6987 2021-07-08 19:01:06,175 - mmaction - INFO - Epoch [123][3120/3757] lr: 1.000e-03, eta: 1 day, 6:30:26, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6719, top5_acc: 0.8430, loss_cls: 1.4104, loss: 2.3860, grad_norm: 10.5430 2021-07-08 19:01:27,457 - mmaction - INFO - Epoch [123][3140/3757] lr: 1.000e-03, eta: 1 day, 6:30:04, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0266, top1_acc: 0.6414, top5_acc: 0.8508, loss_cls: 1.4412, loss: 2.4678, grad_norm: 10.6036 2021-07-08 19:01:48,622 - mmaction - INFO - Epoch [123][3160/3757] lr: 1.000e-03, eta: 1 day, 6:29:43, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9323, top1_acc: 0.6641, top5_acc: 0.8578, loss_cls: 1.3686, loss: 2.3009, grad_norm: 10.8348 2021-07-08 19:02:09,699 - mmaction - INFO - Epoch [123][3180/3757] lr: 1.000e-03, eta: 1 day, 6:29:21, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.0352, top1_acc: 0.6477, top5_acc: 0.8344, loss_cls: 1.5035, loss: 2.5387, grad_norm: 11.1556 2021-07-08 19:02:30,790 - mmaction - INFO - Epoch [123][3200/3757] lr: 1.000e-03, eta: 1 day, 6:28:59, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0148, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4373, loss: 2.4521, grad_norm: 10.9405 2021-07-08 19:02:52,042 - mmaction - INFO - Epoch [123][3220/3757] lr: 1.000e-03, eta: 1 day, 6:28:38, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4147, loss: 2.4253, grad_norm: 10.6427 2021-07-08 19:03:14,089 - mmaction - INFO - Epoch [123][3240/3757] lr: 1.000e-03, eta: 1 day, 6:28:16, time: 1.102, data_time: 0.042, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6477, top5_acc: 0.8484, loss_cls: 1.4184, loss: 2.4070, grad_norm: 10.7715 2021-07-08 19:03:35,640 - mmaction - INFO - Epoch [123][3260/3757] lr: 1.000e-03, eta: 1 day, 6:27:55, time: 1.077, data_time: 0.031, memory: 6921, loss_aux: 0.9468, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.3190, loss: 2.2657, grad_norm: 10.4374 2021-07-08 19:03:57,340 - mmaction - INFO - Epoch [123][3280/3757] lr: 1.000e-03, eta: 1 day, 6:27:33, time: 1.085, data_time: 0.046, memory: 6921, loss_aux: 1.0011, top1_acc: 0.6633, top5_acc: 0.8445, loss_cls: 1.4325, loss: 2.4335, grad_norm: 10.7623 2021-07-08 19:04:18,356 - mmaction - INFO - Epoch [123][3300/3757] lr: 1.000e-03, eta: 1 day, 6:27:12, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 1.0162, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.4422, loss: 2.4583, grad_norm: 11.1010 2021-07-08 19:04:39,445 - mmaction - INFO - Epoch [123][3320/3757] lr: 1.000e-03, eta: 1 day, 6:26:50, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9465, top1_acc: 0.6828, top5_acc: 0.8508, loss_cls: 1.3964, loss: 2.3429, grad_norm: 10.7210 2021-07-08 19:05:00,666 - mmaction - INFO - Epoch [123][3340/3757] lr: 1.000e-03, eta: 1 day, 6:26:29, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0313, top1_acc: 0.6414, top5_acc: 0.8297, loss_cls: 1.5135, loss: 2.5449, grad_norm: 11.0341 2021-07-08 19:05:21,586 - mmaction - INFO - Epoch [123][3360/3757] lr: 1.000e-03, eta: 1 day, 6:26:07, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 0.9880, top1_acc: 0.6406, top5_acc: 0.8594, loss_cls: 1.4005, loss: 2.3886, grad_norm: 11.1858 2021-07-08 19:05:42,656 - mmaction - INFO - Epoch [123][3380/3757] lr: 1.000e-03, eta: 1 day, 6:25:45, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.4120, loss: 2.3958, grad_norm: 10.7181 2021-07-08 19:06:03,954 - mmaction - INFO - Epoch [123][3400/3757] lr: 1.000e-03, eta: 1 day, 6:25:24, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0408, top1_acc: 0.6570, top5_acc: 0.8273, loss_cls: 1.5268, loss: 2.5676, grad_norm: 10.8374 2021-07-08 19:06:25,063 - mmaction - INFO - Epoch [123][3420/3757] lr: 1.000e-03, eta: 1 day, 6:25:02, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6477, top5_acc: 0.8445, loss_cls: 1.4623, loss: 2.4687, grad_norm: 10.6781 2021-07-08 19:06:46,812 - mmaction - INFO - Epoch [123][3440/3757] lr: 1.000e-03, eta: 1 day, 6:24:41, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 0.9625, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.3472, loss: 2.3097, grad_norm: 10.7833 2021-07-08 19:07:07,799 - mmaction - INFO - Epoch [123][3460/3757] lr: 1.000e-03, eta: 1 day, 6:24:19, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9878, top1_acc: 0.6602, top5_acc: 0.8422, loss_cls: 1.4426, loss: 2.4304, grad_norm: 10.7440 2021-07-08 19:07:28,965 - mmaction - INFO - Epoch [123][3480/3757] lr: 1.000e-03, eta: 1 day, 6:23:57, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9288, top1_acc: 0.6758, top5_acc: 0.8711, loss_cls: 1.3473, loss: 2.2761, grad_norm: 10.4937 2021-07-08 19:07:50,297 - mmaction - INFO - Epoch [123][3500/3757] lr: 1.000e-03, eta: 1 day, 6:23:36, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6555, top5_acc: 0.8352, loss_cls: 1.4869, loss: 2.4941, grad_norm: 11.0598 2021-07-08 19:08:11,467 - mmaction - INFO - Epoch [123][3520/3757] lr: 1.000e-03, eta: 1 day, 6:23:14, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9705, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.4022, loss: 2.3728, grad_norm: 10.7891 2021-07-08 19:08:32,519 - mmaction - INFO - Epoch [123][3540/3757] lr: 1.000e-03, eta: 1 day, 6:22:53, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6602, top5_acc: 0.8602, loss_cls: 1.3935, loss: 2.3737, grad_norm: 10.8548 2021-07-08 19:08:53,702 - mmaction - INFO - Epoch [123][3560/3757] lr: 1.000e-03, eta: 1 day, 6:22:31, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9829, top1_acc: 0.6656, top5_acc: 0.8633, loss_cls: 1.3559, loss: 2.3388, grad_norm: 10.6598 2021-07-08 19:09:14,985 - mmaction - INFO - Epoch [123][3580/3757] lr: 1.000e-03, eta: 1 day, 6:22:10, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 1.0228, top1_acc: 0.6492, top5_acc: 0.8414, loss_cls: 1.4980, loss: 2.5209, grad_norm: 11.1003 2021-07-08 19:09:36,044 - mmaction - INFO - Epoch [123][3600/3757] lr: 1.000e-03, eta: 1 day, 6:21:48, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9431, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3800, loss: 2.3231, grad_norm: 10.8962 2021-07-08 19:09:57,225 - mmaction - INFO - Epoch [123][3620/3757] lr: 1.000e-03, eta: 1 day, 6:21:26, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9782, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3753, loss: 2.3536, grad_norm: 10.7673 2021-07-08 19:10:18,441 - mmaction - INFO - Epoch [123][3640/3757] lr: 1.000e-03, eta: 1 day, 6:21:05, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9579, top1_acc: 0.6625, top5_acc: 0.8531, loss_cls: 1.3974, loss: 2.3553, grad_norm: 10.8183 2021-07-08 19:10:39,533 - mmaction - INFO - Epoch [123][3660/3757] lr: 1.000e-03, eta: 1 day, 6:20:43, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 0.9578, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3609, loss: 2.3188, grad_norm: 10.9894 2021-07-08 19:11:00,532 - mmaction - INFO - Epoch [123][3680/3757] lr: 1.000e-03, eta: 1 day, 6:20:22, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3871, loss: 2.3645, grad_norm: 10.6178 2021-07-08 19:11:21,723 - mmaction - INFO - Epoch [123][3700/3757] lr: 1.000e-03, eta: 1 day, 6:20:00, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0066, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4761, loss: 2.4827, grad_norm: 10.9528 2021-07-08 19:11:42,865 - mmaction - INFO - Epoch [123][3720/3757] lr: 1.000e-03, eta: 1 day, 6:19:38, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9947, top1_acc: 0.6617, top5_acc: 0.8594, loss_cls: 1.4078, loss: 2.4026, grad_norm: 11.1489 2021-07-08 19:12:04,784 - mmaction - INFO - Epoch [123][3740/3757] lr: 1.000e-03, eta: 1 day, 6:19:17, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6562, top5_acc: 0.8352, loss_cls: 1.4715, loss: 2.4853, grad_norm: 10.8752 2021-07-08 19:12:22,946 - mmaction - INFO - Saving checkpoint at 123 epochs 2021-07-08 19:13:25,270 - mmaction - INFO - Epoch [124][20/3757] lr: 1.000e-03, eta: 1 day, 6:18:42, time: 3.035, data_time: 1.996, memory: 6921, loss_aux: 1.0046, top1_acc: 0.6555, top5_acc: 0.8391, loss_cls: 1.4376, loss: 2.4422, grad_norm: 10.9712 2021-07-08 19:13:46,483 - mmaction - INFO - Epoch [124][40/3757] lr: 1.000e-03, eta: 1 day, 6:18:20, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9890, top1_acc: 0.6578, top5_acc: 0.8578, loss_cls: 1.3655, loss: 2.3545, grad_norm: 10.6630 2021-07-08 19:14:07,433 - mmaction - INFO - Epoch [124][60/3757] lr: 1.000e-03, eta: 1 day, 6:17:58, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.0181, top1_acc: 0.6641, top5_acc: 0.8398, loss_cls: 1.4704, loss: 2.4885, grad_norm: 10.5886 2021-07-08 19:14:28,683 - mmaction - INFO - Epoch [124][80/3757] lr: 1.000e-03, eta: 1 day, 6:17:37, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6477, top5_acc: 0.8336, loss_cls: 1.4551, loss: 2.4713, grad_norm: 10.5581 2021-07-08 19:14:49,671 - mmaction - INFO - Epoch [124][100/3757] lr: 1.000e-03, eta: 1 day, 6:17:15, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9591, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3833, loss: 2.3424, grad_norm: 10.3013 2021-07-08 19:15:10,739 - mmaction - INFO - Epoch [124][120/3757] lr: 1.000e-03, eta: 1 day, 6:16:54, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 1.0207, top1_acc: 0.6758, top5_acc: 0.8438, loss_cls: 1.4123, loss: 2.4329, grad_norm: 10.6451 2021-07-08 19:15:32,434 - mmaction - INFO - Epoch [124][140/3757] lr: 1.000e-03, eta: 1 day, 6:16:32, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 0.9634, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.3448, loss: 2.3082, grad_norm: 10.7784 2021-07-08 19:15:53,466 - mmaction - INFO - Epoch [124][160/3757] lr: 1.000e-03, eta: 1 day, 6:16:10, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9670, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3354, loss: 2.3023, grad_norm: 10.6482 2021-07-08 19:16:14,598 - mmaction - INFO - Epoch [124][180/3757] lr: 1.000e-03, eta: 1 day, 6:15:49, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0721, top1_acc: 0.6484, top5_acc: 0.8297, loss_cls: 1.5334, loss: 2.6055, grad_norm: 11.3919 2021-07-08 19:16:35,834 - mmaction - INFO - Epoch [124][200/3757] lr: 1.000e-03, eta: 1 day, 6:15:27, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9860, top1_acc: 0.6687, top5_acc: 0.8445, loss_cls: 1.4019, loss: 2.3879, grad_norm: 10.5875 2021-07-08 19:16:58,072 - mmaction - INFO - Epoch [124][220/3757] lr: 1.000e-03, eta: 1 day, 6:15:06, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 1.0177, top1_acc: 0.6648, top5_acc: 0.8313, loss_cls: 1.4823, loss: 2.5000, grad_norm: 11.0930 2021-07-08 19:17:19,019 - mmaction - INFO - Epoch [124][240/3757] lr: 1.000e-03, eta: 1 day, 6:14:44, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9839, top1_acc: 0.6797, top5_acc: 0.8367, loss_cls: 1.3789, loss: 2.3629, grad_norm: 10.1739 2021-07-08 19:17:40,045 - mmaction - INFO - Epoch [124][260/3757] lr: 1.000e-03, eta: 1 day, 6:14:23, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9736, top1_acc: 0.6664, top5_acc: 0.8523, loss_cls: 1.3939, loss: 2.3676, grad_norm: 10.9343 2021-07-08 19:18:01,150 - mmaction - INFO - Epoch [124][280/3757] lr: 1.000e-03, eta: 1 day, 6:14:01, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9998, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4111, loss: 2.4109, grad_norm: 10.6049 2021-07-08 19:18:22,327 - mmaction - INFO - Epoch [124][300/3757] lr: 1.000e-03, eta: 1 day, 6:13:39, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0407, top1_acc: 0.6367, top5_acc: 0.8234, loss_cls: 1.5055, loss: 2.5461, grad_norm: 11.2460 2021-07-08 19:18:43,500 - mmaction - INFO - Epoch [124][320/3757] lr: 1.000e-03, eta: 1 day, 6:13:18, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9966, top1_acc: 0.6695, top5_acc: 0.8414, loss_cls: 1.3833, loss: 2.3798, grad_norm: 10.6094 2021-07-08 19:19:04,740 - mmaction - INFO - Epoch [124][340/3757] lr: 1.000e-03, eta: 1 day, 6:12:56, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9646, top1_acc: 0.6633, top5_acc: 0.8609, loss_cls: 1.3616, loss: 2.3262, grad_norm: 10.6857 2021-07-08 19:19:25,850 - mmaction - INFO - Epoch [124][360/3757] lr: 1.000e-03, eta: 1 day, 6:12:35, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6648, top5_acc: 0.8578, loss_cls: 1.3714, loss: 2.3474, grad_norm: 10.4295 2021-07-08 19:19:46,904 - mmaction - INFO - Epoch [124][380/3757] lr: 1.000e-03, eta: 1 day, 6:12:13, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0232, top1_acc: 0.6484, top5_acc: 0.8555, loss_cls: 1.4331, loss: 2.4563, grad_norm: 11.1633 2021-07-08 19:20:07,991 - mmaction - INFO - Epoch [124][400/3757] lr: 1.000e-03, eta: 1 day, 6:11:51, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0347, top1_acc: 0.6398, top5_acc: 0.8469, loss_cls: 1.4999, loss: 2.5346, grad_norm: 11.1428 2021-07-08 19:20:29,278 - mmaction - INFO - Epoch [124][420/3757] lr: 1.000e-03, eta: 1 day, 6:11:30, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6469, top5_acc: 0.8438, loss_cls: 1.4623, loss: 2.4757, grad_norm: 10.8209 2021-07-08 19:20:50,387 - mmaction - INFO - Epoch [124][440/3757] lr: 1.000e-03, eta: 1 day, 6:11:08, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0085, top1_acc: 0.6547, top5_acc: 0.8367, loss_cls: 1.4554, loss: 2.4639, grad_norm: 10.7417 2021-07-08 19:21:11,385 - mmaction - INFO - Epoch [124][460/3757] lr: 1.000e-03, eta: 1 day, 6:10:47, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3717, loss: 2.3585, grad_norm: 10.7714 2021-07-08 19:21:32,628 - mmaction - INFO - Epoch [124][480/3757] lr: 1.000e-03, eta: 1 day, 6:10:25, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9896, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.3809, loss: 2.3706, grad_norm: 10.3972 2021-07-08 19:21:53,674 - mmaction - INFO - Epoch [124][500/3757] lr: 1.000e-03, eta: 1 day, 6:10:03, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9678, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3407, loss: 2.3084, grad_norm: 10.3261 2021-07-08 19:22:14,790 - mmaction - INFO - Epoch [124][520/3757] lr: 1.000e-03, eta: 1 day, 6:09:42, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0331, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.4273, loss: 2.4604, grad_norm: 10.8795 2021-07-08 19:22:35,958 - mmaction - INFO - Epoch [124][540/3757] lr: 1.000e-03, eta: 1 day, 6:09:20, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9784, top1_acc: 0.6570, top5_acc: 0.8516, loss_cls: 1.3894, loss: 2.3678, grad_norm: 10.7396 2021-07-08 19:22:57,210 - mmaction - INFO - Epoch [124][560/3757] lr: 1.000e-03, eta: 1 day, 6:08:59, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6727, top5_acc: 0.8461, loss_cls: 1.4151, loss: 2.3807, grad_norm: 10.7341 2021-07-08 19:23:18,222 - mmaction - INFO - Epoch [124][580/3757] lr: 1.000e-03, eta: 1 day, 6:08:37, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6758, top5_acc: 0.8570, loss_cls: 1.4077, loss: 2.3952, grad_norm: 10.7133 2021-07-08 19:23:39,269 - mmaction - INFO - Epoch [124][600/3757] lr: 1.000e-03, eta: 1 day, 6:08:15, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 0.9682, top1_acc: 0.6773, top5_acc: 0.8477, loss_cls: 1.3800, loss: 2.3482, grad_norm: 10.5760 2021-07-08 19:24:00,445 - mmaction - INFO - Epoch [124][620/3757] lr: 1.000e-03, eta: 1 day, 6:07:54, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9713, top1_acc: 0.6773, top5_acc: 0.8477, loss_cls: 1.3590, loss: 2.3303, grad_norm: 10.8578 2021-07-08 19:24:21,760 - mmaction - INFO - Epoch [124][640/3757] lr: 1.000e-03, eta: 1 day, 6:07:32, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9987, top1_acc: 0.6625, top5_acc: 0.8484, loss_cls: 1.4364, loss: 2.4351, grad_norm: 10.9262 2021-07-08 19:24:43,181 - mmaction - INFO - Epoch [124][660/3757] lr: 1.000e-03, eta: 1 day, 6:07:11, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 1.0423, top1_acc: 0.6609, top5_acc: 0.8328, loss_cls: 1.4464, loss: 2.4886, grad_norm: 11.0248 2021-07-08 19:25:04,426 - mmaction - INFO - Epoch [124][680/3757] lr: 1.000e-03, eta: 1 day, 6:06:49, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0234, top1_acc: 0.6594, top5_acc: 0.8305, loss_cls: 1.4702, loss: 2.4936, grad_norm: 10.7463 2021-07-08 19:25:25,469 - mmaction - INFO - Epoch [124][700/3757] lr: 1.000e-03, eta: 1 day, 6:06:28, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9986, top1_acc: 0.6734, top5_acc: 0.8406, loss_cls: 1.4077, loss: 2.4064, grad_norm: 10.4980 2021-07-08 19:25:46,694 - mmaction - INFO - Epoch [124][720/3757] lr: 1.000e-03, eta: 1 day, 6:06:06, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9865, top1_acc: 0.6516, top5_acc: 0.8328, loss_cls: 1.4294, loss: 2.4159, grad_norm: 11.0191 2021-07-08 19:26:08,123 - mmaction - INFO - Epoch [124][740/3757] lr: 1.000e-03, eta: 1 day, 6:05:44, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9574, top1_acc: 0.6906, top5_acc: 0.8445, loss_cls: 1.3607, loss: 2.3181, grad_norm: 10.2335 2021-07-08 19:26:29,208 - mmaction - INFO - Epoch [124][760/3757] lr: 1.000e-03, eta: 1 day, 6:05:23, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9334, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2930, loss: 2.2264, grad_norm: 10.5743 2021-07-08 19:26:50,317 - mmaction - INFO - Epoch [124][780/3757] lr: 1.000e-03, eta: 1 day, 6:05:01, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0047, top1_acc: 0.6516, top5_acc: 0.8305, loss_cls: 1.4741, loss: 2.4788, grad_norm: 11.1650 2021-07-08 19:27:11,591 - mmaction - INFO - Epoch [124][800/3757] lr: 1.000e-03, eta: 1 day, 6:04:40, time: 1.063, data_time: 0.011, memory: 6921, loss_aux: 1.0204, top1_acc: 0.6656, top5_acc: 0.8336, loss_cls: 1.4254, loss: 2.4459, grad_norm: 10.5950 2021-07-08 19:27:32,635 - mmaction - INFO - Epoch [124][820/3757] lr: 1.000e-03, eta: 1 day, 6:04:18, time: 1.052, data_time: 0.011, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.4144, loss: 2.4243, grad_norm: 10.9603 2021-07-08 19:27:54,524 - mmaction - INFO - Epoch [124][840/3757] lr: 1.000e-03, eta: 1 day, 6:03:57, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.0414, top1_acc: 0.6445, top5_acc: 0.8430, loss_cls: 1.4645, loss: 2.5058, grad_norm: 10.9657 2021-07-08 19:28:15,463 - mmaction - INFO - Epoch [124][860/3757] lr: 1.000e-03, eta: 1 day, 6:03:35, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9367, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.3126, loss: 2.2494, grad_norm: 10.5212 2021-07-08 19:28:37,296 - mmaction - INFO - Epoch [124][880/3757] lr: 1.000e-03, eta: 1 day, 6:03:13, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6680, top5_acc: 0.8469, loss_cls: 1.4454, loss: 2.4362, grad_norm: 11.0966 2021-07-08 19:28:58,382 - mmaction - INFO - Epoch [124][900/3757] lr: 1.000e-03, eta: 1 day, 6:02:52, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9337, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.2897, loss: 2.2234, grad_norm: 10.3664 2021-07-08 19:29:19,392 - mmaction - INFO - Epoch [124][920/3757] lr: 1.000e-03, eta: 1 day, 6:02:30, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 1.0143, top1_acc: 0.6586, top5_acc: 0.8609, loss_cls: 1.3772, loss: 2.3915, grad_norm: 10.7815 2021-07-08 19:29:40,578 - mmaction - INFO - Epoch [124][940/3757] lr: 1.000e-03, eta: 1 day, 6:02:09, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9775, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3699, loss: 2.3474, grad_norm: 10.5511 2021-07-08 19:30:02,014 - mmaction - INFO - Epoch [124][960/3757] lr: 1.000e-03, eta: 1 day, 6:01:47, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9252, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3159, loss: 2.2412, grad_norm: 10.3415 2021-07-08 19:30:23,267 - mmaction - INFO - Epoch [124][980/3757] lr: 1.000e-03, eta: 1 day, 6:01:26, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9497, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.2864, loss: 2.2360, grad_norm: 10.4625 2021-07-08 19:30:44,454 - mmaction - INFO - Epoch [124][1000/3757] lr: 1.000e-03, eta: 1 day, 6:01:04, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6805, top5_acc: 0.8516, loss_cls: 1.4030, loss: 2.3681, grad_norm: 10.9373 2021-07-08 19:31:05,511 - mmaction - INFO - Epoch [124][1020/3757] lr: 1.000e-03, eta: 1 day, 6:00:42, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9247, top1_acc: 0.6883, top5_acc: 0.8578, loss_cls: 1.3257, loss: 2.2504, grad_norm: 10.3561 2021-07-08 19:31:26,840 - mmaction - INFO - Epoch [124][1040/3757] lr: 1.000e-03, eta: 1 day, 6:00:21, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.3723, loss: 2.3573, grad_norm: 10.4718 2021-07-08 19:31:47,944 - mmaction - INFO - Epoch [124][1060/3757] lr: 1.000e-03, eta: 1 day, 5:59:59, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.4159, loss: 2.4033, grad_norm: 10.9852 2021-07-08 19:32:09,033 - mmaction - INFO - Epoch [124][1080/3757] lr: 1.000e-03, eta: 1 day, 5:59:38, time: 1.057, data_time: 0.007, memory: 6921, loss_aux: 0.9583, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3319, loss: 2.2902, grad_norm: 10.8637 2021-07-08 19:32:30,295 - mmaction - INFO - Epoch [124][1100/3757] lr: 1.000e-03, eta: 1 day, 5:59:16, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9437, top1_acc: 0.6820, top5_acc: 0.8516, loss_cls: 1.3450, loss: 2.2887, grad_norm: 10.7343 2021-07-08 19:32:51,431 - mmaction - INFO - Epoch [124][1120/3757] lr: 1.000e-03, eta: 1 day, 5:58:54, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9795, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3786, loss: 2.3581, grad_norm: 11.0587 2021-07-08 19:33:12,637 - mmaction - INFO - Epoch [124][1140/3757] lr: 1.000e-03, eta: 1 day, 5:58:33, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9742, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.3751, loss: 2.3492, grad_norm: 10.6405 2021-07-08 19:33:33,781 - mmaction - INFO - Epoch [124][1160/3757] lr: 1.000e-03, eta: 1 day, 5:58:11, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9451, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3421, loss: 2.2871, grad_norm: 10.7488 2021-07-08 19:33:55,697 - mmaction - INFO - Epoch [124][1180/3757] lr: 1.000e-03, eta: 1 day, 5:57:50, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 0.9957, top1_acc: 0.6617, top5_acc: 0.8438, loss_cls: 1.4287, loss: 2.4244, grad_norm: 11.2181 2021-07-08 19:34:16,901 - mmaction - INFO - Epoch [124][1200/3757] lr: 1.000e-03, eta: 1 day, 5:57:28, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 1.0084, top1_acc: 0.6648, top5_acc: 0.8391, loss_cls: 1.4542, loss: 2.4626, grad_norm: 11.2280 2021-07-08 19:34:38,020 - mmaction - INFO - Epoch [124][1220/3757] lr: 1.000e-03, eta: 1 day, 5:57:07, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9735, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.3628, loss: 2.3363, grad_norm: 10.7289 2021-07-08 19:35:00,120 - mmaction - INFO - Epoch [124][1240/3757] lr: 1.000e-03, eta: 1 day, 5:56:45, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 0.9896, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3894, loss: 2.3789, grad_norm: 10.6172 2021-07-08 19:35:21,092 - mmaction - INFO - Epoch [124][1260/3757] lr: 1.000e-03, eta: 1 day, 5:56:23, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9561, top1_acc: 0.6859, top5_acc: 0.8547, loss_cls: 1.3428, loss: 2.2989, grad_norm: 10.2000 2021-07-08 19:35:42,117 - mmaction - INFO - Epoch [124][1280/3757] lr: 1.000e-03, eta: 1 day, 5:56:02, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.3699, loss: 2.3395, grad_norm: 11.0715 2021-07-08 19:36:03,620 - mmaction - INFO - Epoch [124][1300/3757] lr: 1.000e-03, eta: 1 day, 5:55:40, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9144, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3138, loss: 2.2282, grad_norm: 10.4476 2021-07-08 19:36:24,794 - mmaction - INFO - Epoch [124][1320/3757] lr: 1.000e-03, eta: 1 day, 5:55:19, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0039, top1_acc: 0.6680, top5_acc: 0.8453, loss_cls: 1.4490, loss: 2.4529, grad_norm: 10.9382 2021-07-08 19:36:45,919 - mmaction - INFO - Epoch [124][1340/3757] lr: 1.000e-03, eta: 1 day, 5:54:57, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3766, loss: 2.3588, grad_norm: 10.9928 2021-07-08 19:37:07,054 - mmaction - INFO - Epoch [124][1360/3757] lr: 1.000e-03, eta: 1 day, 5:54:36, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0230, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.4876, loss: 2.5106, grad_norm: 11.4624 2021-07-08 19:37:28,542 - mmaction - INFO - Epoch [124][1380/3757] lr: 1.000e-03, eta: 1 day, 5:54:14, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 1.0094, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.4602, loss: 2.4696, grad_norm: 11.2284 2021-07-08 19:37:49,445 - mmaction - INFO - Epoch [124][1400/3757] lr: 1.000e-03, eta: 1 day, 5:53:52, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9767, top1_acc: 0.6602, top5_acc: 0.8547, loss_cls: 1.4022, loss: 2.3790, grad_norm: 10.8947 2021-07-08 19:38:10,565 - mmaction - INFO - Epoch [124][1420/3757] lr: 1.000e-03, eta: 1 day, 5:53:31, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0753, top1_acc: 0.6312, top5_acc: 0.8320, loss_cls: 1.5513, loss: 2.6267, grad_norm: 10.9297 2021-07-08 19:38:31,683 - mmaction - INFO - Epoch [124][1440/3757] lr: 1.000e-03, eta: 1 day, 5:53:09, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0033, top1_acc: 0.6867, top5_acc: 0.8461, loss_cls: 1.3991, loss: 2.4025, grad_norm: 10.7152 2021-07-08 19:38:52,675 - mmaction - INFO - Epoch [124][1460/3757] lr: 1.000e-03, eta: 1 day, 5:52:48, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9169, top1_acc: 0.6805, top5_acc: 0.8664, loss_cls: 1.2679, loss: 2.1848, grad_norm: 10.6111 2021-07-08 19:39:13,761 - mmaction - INFO - Epoch [124][1480/3757] lr: 1.000e-03, eta: 1 day, 5:52:26, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9792, top1_acc: 0.6875, top5_acc: 0.8492, loss_cls: 1.3363, loss: 2.3155, grad_norm: 10.3570 2021-07-08 19:39:35,641 - mmaction - INFO - Epoch [124][1500/3757] lr: 1.000e-03, eta: 1 day, 5:52:04, time: 1.095, data_time: 0.012, memory: 6921, loss_aux: 0.9440, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2973, loss: 2.2413, grad_norm: 10.5587 2021-07-08 19:39:56,749 - mmaction - INFO - Epoch [124][1520/3757] lr: 1.000e-03, eta: 1 day, 5:51:43, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0339, top1_acc: 0.6531, top5_acc: 0.8453, loss_cls: 1.4537, loss: 2.4876, grad_norm: 10.8509 2021-07-08 19:40:19,401 - mmaction - INFO - Epoch [124][1540/3757] lr: 1.000e-03, eta: 1 day, 5:51:22, time: 1.132, data_time: 0.003, memory: 6921, loss_aux: 0.9509, top1_acc: 0.6922, top5_acc: 0.8516, loss_cls: 1.3291, loss: 2.2801, grad_norm: 10.3153 2021-07-08 19:40:40,574 - mmaction - INFO - Epoch [124][1560/3757] lr: 1.000e-03, eta: 1 day, 5:51:00, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.4356, loss: 2.4294, grad_norm: 10.7115 2021-07-08 19:41:01,659 - mmaction - INFO - Epoch [124][1580/3757] lr: 1.000e-03, eta: 1 day, 5:50:38, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0067, top1_acc: 0.6414, top5_acc: 0.8453, loss_cls: 1.4536, loss: 2.4603, grad_norm: 11.2030 2021-07-08 19:41:22,647 - mmaction - INFO - Epoch [124][1600/3757] lr: 1.000e-03, eta: 1 day, 5:50:17, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6555, top5_acc: 0.8461, loss_cls: 1.4209, loss: 2.4259, grad_norm: 11.1692 2021-07-08 19:41:43,928 - mmaction - INFO - Epoch [124][1620/3757] lr: 1.000e-03, eta: 1 day, 5:49:55, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4203, loss: 2.3927, grad_norm: 10.8220 2021-07-08 19:42:05,126 - mmaction - INFO - Epoch [124][1640/3757] lr: 1.000e-03, eta: 1 day, 5:49:34, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0256, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.4562, loss: 2.4818, grad_norm: 11.1097 2021-07-08 19:42:26,181 - mmaction - INFO - Epoch [124][1660/3757] lr: 1.000e-03, eta: 1 day, 5:49:12, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9947, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4292, loss: 2.4240, grad_norm: 11.0823 2021-07-08 19:42:47,265 - mmaction - INFO - Epoch [124][1680/3757] lr: 1.000e-03, eta: 1 day, 5:48:50, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 1.0179, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4414, loss: 2.4593, grad_norm: 11.2956 2021-07-08 19:43:08,901 - mmaction - INFO - Epoch [124][1700/3757] lr: 1.000e-03, eta: 1 day, 5:48:29, time: 1.083, data_time: 0.005, memory: 6921, loss_aux: 1.0462, top1_acc: 0.6375, top5_acc: 0.8344, loss_cls: 1.4906, loss: 2.5368, grad_norm: 11.0905 2021-07-08 19:43:30,076 - mmaction - INFO - Epoch [124][1720/3757] lr: 1.000e-03, eta: 1 day, 5:48:07, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9587, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.3797, loss: 2.3384, grad_norm: 10.6196 2021-07-08 19:43:51,422 - mmaction - INFO - Epoch [124][1740/3757] lr: 1.000e-03, eta: 1 day, 5:47:46, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0157, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.4636, loss: 2.4793, grad_norm: 10.7530 2021-07-08 19:44:13,609 - mmaction - INFO - Epoch [124][1760/3757] lr: 1.000e-03, eta: 1 day, 5:47:24, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.4538, loss: 2.4601, grad_norm: 11.1147 2021-07-08 19:44:34,495 - mmaction - INFO - Epoch [124][1780/3757] lr: 1.000e-03, eta: 1 day, 5:47:03, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6516, top5_acc: 0.8383, loss_cls: 1.4973, loss: 2.4989, grad_norm: 10.8557 2021-07-08 19:44:55,661 - mmaction - INFO - Epoch [124][1800/3757] lr: 1.000e-03, eta: 1 day, 5:46:41, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9646, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.3882, loss: 2.3528, grad_norm: 10.7954 2021-07-08 19:45:16,799 - mmaction - INFO - Epoch [124][1820/3757] lr: 1.000e-03, eta: 1 day, 5:46:20, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9633, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3861, loss: 2.3494, grad_norm: 10.2410 2021-07-08 19:45:37,962 - mmaction - INFO - Epoch [124][1840/3757] lr: 1.000e-03, eta: 1 day, 5:45:58, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9507, top1_acc: 0.6656, top5_acc: 0.8469, loss_cls: 1.3533, loss: 2.3040, grad_norm: 10.4142 2021-07-08 19:45:59,141 - mmaction - INFO - Epoch [124][1860/3757] lr: 1.000e-03, eta: 1 day, 5:45:36, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0001, top1_acc: 0.6594, top5_acc: 0.8477, loss_cls: 1.4444, loss: 2.4445, grad_norm: 10.6500 2021-07-08 19:46:20,986 - mmaction - INFO - Epoch [124][1880/3757] lr: 1.000e-03, eta: 1 day, 5:45:15, time: 1.095, data_time: 0.049, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6508, top5_acc: 0.8469, loss_cls: 1.4009, loss: 2.3817, grad_norm: 10.4999 2021-07-08 19:46:42,108 - mmaction - INFO - Epoch [124][1900/3757] lr: 1.000e-03, eta: 1 day, 5:44:53, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9659, top1_acc: 0.6750, top5_acc: 0.8398, loss_cls: 1.3648, loss: 2.3306, grad_norm: 10.5356 2021-07-08 19:47:03,124 - mmaction - INFO - Epoch [124][1920/3757] lr: 1.000e-03, eta: 1 day, 5:44:32, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0388, top1_acc: 0.6430, top5_acc: 0.8391, loss_cls: 1.4792, loss: 2.5180, grad_norm: 11.1491 2021-07-08 19:47:24,594 - mmaction - INFO - Epoch [124][1940/3757] lr: 1.000e-03, eta: 1 day, 5:44:10, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9998, top1_acc: 0.6422, top5_acc: 0.8375, loss_cls: 1.4848, loss: 2.4846, grad_norm: 11.0340 2021-07-08 19:47:46,011 - mmaction - INFO - Epoch [124][1960/3757] lr: 1.000e-03, eta: 1 day, 5:43:49, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0026, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4340, loss: 2.4367, grad_norm: 10.8209 2021-07-08 19:48:07,814 - mmaction - INFO - Epoch [124][1980/3757] lr: 1.000e-03, eta: 1 day, 5:43:27, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9503, top1_acc: 0.6750, top5_acc: 0.8484, loss_cls: 1.3513, loss: 2.3016, grad_norm: 10.4212 2021-07-08 19:48:28,674 - mmaction - INFO - Epoch [124][2000/3757] lr: 1.000e-03, eta: 1 day, 5:43:05, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9384, top1_acc: 0.6984, top5_acc: 0.8648, loss_cls: 1.2926, loss: 2.2309, grad_norm: 10.3930 2021-07-08 19:48:49,967 - mmaction - INFO - Epoch [124][2020/3757] lr: 1.000e-03, eta: 1 day, 5:42:44, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0521, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.5378, loss: 2.5899, grad_norm: 11.6754 2021-07-08 19:49:10,844 - mmaction - INFO - Epoch [124][2040/3757] lr: 1.000e-03, eta: 1 day, 5:42:22, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 0.9832, top1_acc: 0.6570, top5_acc: 0.8367, loss_cls: 1.4242, loss: 2.4073, grad_norm: 10.6865 2021-07-08 19:49:31,935 - mmaction - INFO - Epoch [124][2060/3757] lr: 1.000e-03, eta: 1 day, 5:42:01, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9732, top1_acc: 0.6781, top5_acc: 0.8477, loss_cls: 1.3620, loss: 2.3352, grad_norm: 10.6783 2021-07-08 19:49:53,106 - mmaction - INFO - Epoch [124][2080/3757] lr: 1.000e-03, eta: 1 day, 5:41:39, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9858, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3473, loss: 2.3331, grad_norm: 10.4750 2021-07-08 19:50:14,249 - mmaction - INFO - Epoch [124][2100/3757] lr: 1.000e-03, eta: 1 day, 5:41:17, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6562, top5_acc: 0.8422, loss_cls: 1.4602, loss: 2.4596, grad_norm: 11.0876 2021-07-08 19:50:35,477 - mmaction - INFO - Epoch [124][2120/3757] lr: 1.000e-03, eta: 1 day, 5:40:56, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6648, top5_acc: 0.8406, loss_cls: 1.4290, loss: 2.4190, grad_norm: 11.0939 2021-07-08 19:50:57,131 - mmaction - INFO - Epoch [124][2140/3757] lr: 1.000e-03, eta: 1 day, 5:40:34, time: 1.081, data_time: 0.019, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6625, top5_acc: 0.8586, loss_cls: 1.4022, loss: 2.3840, grad_norm: 10.9352 2021-07-08 19:51:18,994 - mmaction - INFO - Epoch [124][2160/3757] lr: 1.000e-03, eta: 1 day, 5:40:13, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 0.9527, top1_acc: 0.6891, top5_acc: 0.8477, loss_cls: 1.3385, loss: 2.2911, grad_norm: 10.1284 2021-07-08 19:51:40,334 - mmaction - INFO - Epoch [124][2180/3757] lr: 1.000e-03, eta: 1 day, 5:39:51, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9315, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3283, loss: 2.2598, grad_norm: 11.0056 2021-07-08 19:52:01,491 - mmaction - INFO - Epoch [124][2200/3757] lr: 1.000e-03, eta: 1 day, 5:39:30, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9506, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.3844, loss: 2.3350, grad_norm: 10.7918 2021-07-08 19:52:22,574 - mmaction - INFO - Epoch [124][2220/3757] lr: 1.000e-03, eta: 1 day, 5:39:08, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.4224, loss: 2.4115, grad_norm: 11.0746 2021-07-08 19:52:44,046 - mmaction - INFO - Epoch [124][2240/3757] lr: 1.000e-03, eta: 1 day, 5:38:47, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9482, top1_acc: 0.6680, top5_acc: 0.8547, loss_cls: 1.3239, loss: 2.2721, grad_norm: 10.5088 2021-07-08 19:53:05,103 - mmaction - INFO - Epoch [124][2260/3757] lr: 1.000e-03, eta: 1 day, 5:38:25, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6648, top5_acc: 0.8523, loss_cls: 1.3905, loss: 2.3533, grad_norm: 11.0195 2021-07-08 19:53:26,327 - mmaction - INFO - Epoch [124][2280/3757] lr: 1.000e-03, eta: 1 day, 5:38:03, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6758, top5_acc: 0.8430, loss_cls: 1.3647, loss: 2.3468, grad_norm: 10.4997 2021-07-08 19:53:47,473 - mmaction - INFO - Epoch [124][2300/3757] lr: 1.000e-03, eta: 1 day, 5:37:42, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9978, top1_acc: 0.6633, top5_acc: 0.8367, loss_cls: 1.4322, loss: 2.4300, grad_norm: 10.9197 2021-07-08 19:54:08,676 - mmaction - INFO - Epoch [124][2320/3757] lr: 1.000e-03, eta: 1 day, 5:37:20, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 1.0097, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.4738, loss: 2.4835, grad_norm: 11.0538 2021-07-08 19:54:29,728 - mmaction - INFO - Epoch [124][2340/3757] lr: 1.000e-03, eta: 1 day, 5:36:59, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3941, loss: 2.3833, grad_norm: 10.5458 2021-07-08 19:54:50,551 - mmaction - INFO - Epoch [124][2360/3757] lr: 1.000e-03, eta: 1 day, 5:36:37, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 1.0239, top1_acc: 0.6656, top5_acc: 0.8438, loss_cls: 1.4172, loss: 2.4411, grad_norm: 11.1723 2021-07-08 19:55:11,748 - mmaction - INFO - Epoch [124][2380/3757] lr: 1.000e-03, eta: 1 day, 5:36:15, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6586, top5_acc: 0.8305, loss_cls: 1.4692, loss: 2.4909, grad_norm: 10.7991 2021-07-08 19:55:32,794 - mmaction - INFO - Epoch [124][2400/3757] lr: 1.000e-03, eta: 1 day, 5:35:54, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0301, top1_acc: 0.6227, top5_acc: 0.8414, loss_cls: 1.4915, loss: 2.5216, grad_norm: 11.1896 2021-07-08 19:55:54,905 - mmaction - INFO - Epoch [124][2420/3757] lr: 1.000e-03, eta: 1 day, 5:35:32, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6398, top5_acc: 0.8250, loss_cls: 1.5615, loss: 2.5971, grad_norm: 11.2245 2021-07-08 19:56:15,916 - mmaction - INFO - Epoch [124][2440/3757] lr: 1.000e-03, eta: 1 day, 5:35:11, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6742, top5_acc: 0.8414, loss_cls: 1.3923, loss: 2.3939, grad_norm: 10.4567 2021-07-08 19:56:37,024 - mmaction - INFO - Epoch [124][2460/3757] lr: 1.000e-03, eta: 1 day, 5:34:49, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6719, top5_acc: 0.8344, loss_cls: 1.4267, loss: 2.4452, grad_norm: 10.7678 2021-07-08 19:56:58,068 - mmaction - INFO - Epoch [124][2480/3757] lr: 1.000e-03, eta: 1 day, 5:34:28, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0022, top1_acc: 0.6547, top5_acc: 0.8367, loss_cls: 1.4549, loss: 2.4571, grad_norm: 10.8213 2021-07-08 19:57:19,130 - mmaction - INFO - Epoch [124][2500/3757] lr: 1.000e-03, eta: 1 day, 5:34:06, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9424, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3407, loss: 2.2831, grad_norm: 10.5612 2021-07-08 19:57:40,242 - mmaction - INFO - Epoch [124][2520/3757] lr: 1.000e-03, eta: 1 day, 5:33:44, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9619, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3602, loss: 2.3221, grad_norm: 10.7972 2021-07-08 19:58:01,657 - mmaction - INFO - Epoch [124][2540/3757] lr: 1.000e-03, eta: 1 day, 5:33:23, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9959, top1_acc: 0.6547, top5_acc: 0.8336, loss_cls: 1.4605, loss: 2.4564, grad_norm: 10.8473 2021-07-08 19:58:22,995 - mmaction - INFO - Epoch [124][2560/3757] lr: 1.000e-03, eta: 1 day, 5:33:01, time: 1.071, data_time: 0.007, memory: 6921, loss_aux: 1.0048, top1_acc: 0.6664, top5_acc: 0.8359, loss_cls: 1.4436, loss: 2.4483, grad_norm: 10.9449 2021-07-08 19:58:44,055 - mmaction - INFO - Epoch [124][2580/3757] lr: 1.000e-03, eta: 1 day, 5:32:40, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9595, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.3687, loss: 2.3282, grad_norm: 10.4290 2021-07-08 19:59:05,359 - mmaction - INFO - Epoch [124][2600/3757] lr: 1.000e-03, eta: 1 day, 5:32:18, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9648, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3364, loss: 2.3013, grad_norm: 10.4667 2021-07-08 19:59:27,184 - mmaction - INFO - Epoch [124][2620/3757] lr: 1.000e-03, eta: 1 day, 5:31:57, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 0.9831, top1_acc: 0.6609, top5_acc: 0.8547, loss_cls: 1.3717, loss: 2.3547, grad_norm: 10.7923 2021-07-08 19:59:48,179 - mmaction - INFO - Epoch [124][2640/3757] lr: 1.000e-03, eta: 1 day, 5:31:35, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0233, top1_acc: 0.6477, top5_acc: 0.8289, loss_cls: 1.4841, loss: 2.5074, grad_norm: 10.8719 2021-07-08 20:00:09,409 - mmaction - INFO - Epoch [124][2660/3757] lr: 1.000e-03, eta: 1 day, 5:31:13, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0085, top1_acc: 0.6508, top5_acc: 0.8406, loss_cls: 1.4752, loss: 2.4837, grad_norm: 11.0901 2021-07-08 20:00:30,612 - mmaction - INFO - Epoch [124][2680/3757] lr: 1.000e-03, eta: 1 day, 5:30:52, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6758, top5_acc: 0.8500, loss_cls: 1.3704, loss: 2.3578, grad_norm: 10.9058 2021-07-08 20:00:51,850 - mmaction - INFO - Epoch [124][2700/3757] lr: 1.000e-03, eta: 1 day, 5:30:30, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9537, top1_acc: 0.6766, top5_acc: 0.8492, loss_cls: 1.3299, loss: 2.2836, grad_norm: 10.2902 2021-07-08 20:01:13,096 - mmaction - INFO - Epoch [124][2720/3757] lr: 1.000e-03, eta: 1 day, 5:30:09, time: 1.065, data_time: 0.018, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3964, loss: 2.3749, grad_norm: 10.8884 2021-07-08 20:01:34,192 - mmaction - INFO - Epoch [124][2740/3757] lr: 1.000e-03, eta: 1 day, 5:29:47, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.0370, top1_acc: 0.6461, top5_acc: 0.8359, loss_cls: 1.4705, loss: 2.5075, grad_norm: 11.0452 2021-07-08 20:01:55,472 - mmaction - INFO - Epoch [124][2760/3757] lr: 1.000e-03, eta: 1 day, 5:29:25, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 0.9481, top1_acc: 0.6625, top5_acc: 0.8695, loss_cls: 1.3955, loss: 2.3436, grad_norm: 10.7996 2021-07-08 20:02:16,788 - mmaction - INFO - Epoch [124][2780/3757] lr: 1.000e-03, eta: 1 day, 5:29:04, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 0.9575, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3651, loss: 2.3226, grad_norm: 10.7621 2021-07-08 20:02:37,924 - mmaction - INFO - Epoch [124][2800/3757] lr: 1.000e-03, eta: 1 day, 5:28:42, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0233, top1_acc: 0.6547, top5_acc: 0.8320, loss_cls: 1.5020, loss: 2.5253, grad_norm: 11.3184 2021-07-08 20:02:59,641 - mmaction - INFO - Epoch [124][2820/3757] lr: 1.000e-03, eta: 1 day, 5:28:21, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 1.0000, top1_acc: 0.6445, top5_acc: 0.8406, loss_cls: 1.4737, loss: 2.4737, grad_norm: 10.8423 2021-07-08 20:03:21,357 - mmaction - INFO - Epoch [124][2840/3757] lr: 1.000e-03, eta: 1 day, 5:27:59, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3694, loss: 2.3516, grad_norm: 10.4517 2021-07-08 20:03:42,515 - mmaction - INFO - Epoch [124][2860/3757] lr: 1.000e-03, eta: 1 day, 5:27:38, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0327, top1_acc: 0.6305, top5_acc: 0.8359, loss_cls: 1.5460, loss: 2.5787, grad_norm: 11.1534 2021-07-08 20:04:03,521 - mmaction - INFO - Epoch [124][2880/3757] lr: 1.000e-03, eta: 1 day, 5:27:16, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 0.9511, top1_acc: 0.6742, top5_acc: 0.8453, loss_cls: 1.3626, loss: 2.3137, grad_norm: 10.5184 2021-07-08 20:04:25,279 - mmaction - INFO - Epoch [124][2900/3757] lr: 1.000e-03, eta: 1 day, 5:26:55, time: 1.090, data_time: 0.005, memory: 6921, loss_aux: 1.0039, top1_acc: 0.6656, top5_acc: 0.8492, loss_cls: 1.4176, loss: 2.4215, grad_norm: 10.6935 2021-07-08 20:04:46,374 - mmaction - INFO - Epoch [124][2920/3757] lr: 1.000e-03, eta: 1 day, 5:26:33, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9816, top1_acc: 0.6727, top5_acc: 0.8492, loss_cls: 1.3879, loss: 2.3694, grad_norm: 10.8148 2021-07-08 20:05:07,308 - mmaction - INFO - Epoch [124][2940/3757] lr: 1.000e-03, eta: 1 day, 5:26:11, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 1.0138, top1_acc: 0.6711, top5_acc: 0.8375, loss_cls: 1.4388, loss: 2.4527, grad_norm: 10.9640 2021-07-08 20:05:28,596 - mmaction - INFO - Epoch [124][2960/3757] lr: 1.000e-03, eta: 1 day, 5:25:50, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0074, top1_acc: 0.6531, top5_acc: 0.8484, loss_cls: 1.4024, loss: 2.4098, grad_norm: 11.3913 2021-07-08 20:05:49,429 - mmaction - INFO - Epoch [124][2980/3757] lr: 1.000e-03, eta: 1 day, 5:25:28, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6687, top5_acc: 0.8430, loss_cls: 1.3953, loss: 2.3755, grad_norm: 10.9833 2021-07-08 20:06:10,382 - mmaction - INFO - Epoch [124][3000/3757] lr: 1.000e-03, eta: 1 day, 5:25:07, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6531, top5_acc: 0.8492, loss_cls: 1.4357, loss: 2.4419, grad_norm: 11.1708 2021-07-08 20:06:32,546 - mmaction - INFO - Epoch [124][3020/3757] lr: 1.000e-03, eta: 1 day, 5:24:45, time: 1.109, data_time: 0.060, memory: 6921, loss_aux: 0.9476, top1_acc: 0.6750, top5_acc: 0.8453, loss_cls: 1.4095, loss: 2.3572, grad_norm: 10.7628 2021-07-08 20:06:53,646 - mmaction - INFO - Epoch [124][3040/3757] lr: 1.000e-03, eta: 1 day, 5:24:24, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0503, top1_acc: 0.6422, top5_acc: 0.8273, loss_cls: 1.5447, loss: 2.5949, grad_norm: 10.9047 2021-07-08 20:07:15,010 - mmaction - INFO - Epoch [124][3060/3757] lr: 1.000e-03, eta: 1 day, 5:24:02, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 1.0168, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.4036, loss: 2.4205, grad_norm: 10.8716 2021-07-08 20:07:36,388 - mmaction - INFO - Epoch [124][3080/3757] lr: 1.000e-03, eta: 1 day, 5:23:40, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0070, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.4541, loss: 2.4611, grad_norm: 10.9462 2021-07-08 20:07:57,583 - mmaction - INFO - Epoch [124][3100/3757] lr: 1.000e-03, eta: 1 day, 5:23:19, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9378, top1_acc: 0.6695, top5_acc: 0.8594, loss_cls: 1.3638, loss: 2.3016, grad_norm: 10.5587 2021-07-08 20:08:19,135 - mmaction - INFO - Epoch [124][3120/3757] lr: 1.000e-03, eta: 1 day, 5:22:57, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 0.9477, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3536, loss: 2.3012, grad_norm: 10.4839 2021-07-08 20:08:40,356 - mmaction - INFO - Epoch [124][3140/3757] lr: 1.000e-03, eta: 1 day, 5:22:36, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0006, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.4628, loss: 2.4634, grad_norm: 10.7084 2021-07-08 20:09:01,562 - mmaction - INFO - Epoch [124][3160/3757] lr: 1.000e-03, eta: 1 day, 5:22:14, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.3657, loss: 2.3252, grad_norm: 10.6211 2021-07-08 20:09:22,752 - mmaction - INFO - Epoch [124][3180/3757] lr: 1.000e-03, eta: 1 day, 5:21:53, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0350, top1_acc: 0.6438, top5_acc: 0.8430, loss_cls: 1.4858, loss: 2.5207, grad_norm: 10.9371 2021-07-08 20:09:43,839 - mmaction - INFO - Epoch [124][3200/3757] lr: 1.000e-03, eta: 1 day, 5:21:31, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0220, top1_acc: 0.6383, top5_acc: 0.8375, loss_cls: 1.4982, loss: 2.5202, grad_norm: 11.2609 2021-07-08 20:10:04,957 - mmaction - INFO - Epoch [124][3220/3757] lr: 1.000e-03, eta: 1 day, 5:21:09, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0743, top1_acc: 0.6391, top5_acc: 0.8195, loss_cls: 1.5663, loss: 2.6406, grad_norm: 10.8524 2021-07-08 20:10:26,142 - mmaction - INFO - Epoch [124][3240/3757] lr: 1.000e-03, eta: 1 day, 5:20:48, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0219, top1_acc: 0.6547, top5_acc: 0.8469, loss_cls: 1.4440, loss: 2.4659, grad_norm: 10.9427 2021-07-08 20:10:47,178 - mmaction - INFO - Epoch [124][3260/3757] lr: 1.000e-03, eta: 1 day, 5:20:26, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9943, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4043, loss: 2.3986, grad_norm: 10.5377 2021-07-08 20:11:09,538 - mmaction - INFO - Epoch [124][3280/3757] lr: 1.000e-03, eta: 1 day, 5:20:05, time: 1.119, data_time: 0.067, memory: 6921, loss_aux: 0.9192, top1_acc: 0.6922, top5_acc: 0.8562, loss_cls: 1.2908, loss: 2.2100, grad_norm: 10.5456 2021-07-08 20:11:30,571 - mmaction - INFO - Epoch [124][3300/3757] lr: 1.000e-03, eta: 1 day, 5:19:43, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3645, loss: 2.3519, grad_norm: 10.8772 2021-07-08 20:11:51,559 - mmaction - INFO - Epoch [124][3320/3757] lr: 1.000e-03, eta: 1 day, 5:19:22, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9702, top1_acc: 0.6594, top5_acc: 0.8445, loss_cls: 1.4033, loss: 2.3735, grad_norm: 10.6204 2021-07-08 20:12:12,726 - mmaction - INFO - Epoch [124][3340/3757] lr: 1.000e-03, eta: 1 day, 5:19:00, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9676, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.4389, loss: 2.4065, grad_norm: 10.5217 2021-07-08 20:12:33,861 - mmaction - INFO - Epoch [124][3360/3757] lr: 1.000e-03, eta: 1 day, 5:18:38, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9827, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.4070, loss: 2.3897, grad_norm: 10.7015 2021-07-08 20:12:55,128 - mmaction - INFO - Epoch [124][3380/3757] lr: 1.000e-03, eta: 1 day, 5:18:17, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0065, top1_acc: 0.6719, top5_acc: 0.8391, loss_cls: 1.4247, loss: 2.4312, grad_norm: 10.7631 2021-07-08 20:13:16,121 - mmaction - INFO - Epoch [124][3400/3757] lr: 1.000e-03, eta: 1 day, 5:17:55, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9943, top1_acc: 0.6547, top5_acc: 0.8461, loss_cls: 1.3877, loss: 2.3820, grad_norm: 10.6107 2021-07-08 20:13:37,247 - mmaction - INFO - Epoch [124][3420/3757] lr: 1.000e-03, eta: 1 day, 5:17:34, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9983, top1_acc: 0.6625, top5_acc: 0.8375, loss_cls: 1.4730, loss: 2.4712, grad_norm: 10.6815 2021-07-08 20:13:58,340 - mmaction - INFO - Epoch [124][3440/3757] lr: 1.000e-03, eta: 1 day, 5:17:12, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9397, top1_acc: 0.6797, top5_acc: 0.8477, loss_cls: 1.3482, loss: 2.2879, grad_norm: 10.3632 2021-07-08 20:14:19,505 - mmaction - INFO - Epoch [124][3460/3757] lr: 1.000e-03, eta: 1 day, 5:16:50, time: 1.059, data_time: 0.012, memory: 6921, loss_aux: 0.9800, top1_acc: 0.6617, top5_acc: 0.8352, loss_cls: 1.4263, loss: 2.4063, grad_norm: 10.7853 2021-07-08 20:14:41,004 - mmaction - INFO - Epoch [124][3480/3757] lr: 1.000e-03, eta: 1 day, 5:16:29, time: 1.074, data_time: 0.023, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.4089, loss: 2.3990, grad_norm: 10.5006 2021-07-08 20:15:02,239 - mmaction - INFO - Epoch [124][3500/3757] lr: 1.000e-03, eta: 1 day, 5:16:07, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9924, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.3927, loss: 2.3851, grad_norm: 11.1292 2021-07-08 20:15:23,431 - mmaction - INFO - Epoch [124][3520/3757] lr: 1.000e-03, eta: 1 day, 5:15:46, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0257, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.4756, loss: 2.5013, grad_norm: 11.1446 2021-07-08 20:15:45,245 - mmaction - INFO - Epoch [124][3540/3757] lr: 1.000e-03, eta: 1 day, 5:15:24, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.0034, top1_acc: 0.6500, top5_acc: 0.8562, loss_cls: 1.4443, loss: 2.4477, grad_norm: 11.2768 2021-07-08 20:16:06,196 - mmaction - INFO - Epoch [124][3560/3757] lr: 1.000e-03, eta: 1 day, 5:15:03, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9524, top1_acc: 0.6781, top5_acc: 0.8453, loss_cls: 1.3760, loss: 2.3284, grad_norm: 10.8987 2021-07-08 20:16:27,467 - mmaction - INFO - Epoch [124][3580/3757] lr: 1.000e-03, eta: 1 day, 5:14:41, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9339, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3126, loss: 2.2465, grad_norm: 10.6352 2021-07-08 20:16:48,718 - mmaction - INFO - Epoch [124][3600/3757] lr: 1.000e-03, eta: 1 day, 5:14:20, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6789, top5_acc: 0.8516, loss_cls: 1.3736, loss: 2.3667, grad_norm: 10.9158 2021-07-08 20:17:09,819 - mmaction - INFO - Epoch [124][3620/3757] lr: 1.000e-03, eta: 1 day, 5:13:58, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9381, top1_acc: 0.7063, top5_acc: 0.8578, loss_cls: 1.2860, loss: 2.2241, grad_norm: 10.3300 2021-07-08 20:17:30,952 - mmaction - INFO - Epoch [124][3640/3757] lr: 1.000e-03, eta: 1 day, 5:13:36, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9355, top1_acc: 0.6789, top5_acc: 0.8711, loss_cls: 1.2943, loss: 2.2298, grad_norm: 10.5911 2021-07-08 20:17:52,023 - mmaction - INFO - Epoch [124][3660/3757] lr: 1.000e-03, eta: 1 day, 5:13:15, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0147, top1_acc: 0.6680, top5_acc: 0.8336, loss_cls: 1.4564, loss: 2.4712, grad_norm: 10.9948 2021-07-08 20:18:13,642 - mmaction - INFO - Epoch [124][3680/3757] lr: 1.000e-03, eta: 1 day, 5:12:53, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.0125, top1_acc: 0.6523, top5_acc: 0.8375, loss_cls: 1.4732, loss: 2.4857, grad_norm: 10.9691 2021-07-08 20:18:34,829 - mmaction - INFO - Epoch [124][3700/3757] lr: 1.000e-03, eta: 1 day, 5:12:32, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.3506, loss: 2.3277, grad_norm: 10.6280 2021-07-08 20:18:55,902 - mmaction - INFO - Epoch [124][3720/3757] lr: 1.000e-03, eta: 1 day, 5:12:10, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9750, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.4013, loss: 2.3763, grad_norm: 10.8611 2021-07-08 20:19:17,042 - mmaction - INFO - Epoch [124][3740/3757] lr: 1.000e-03, eta: 1 day, 5:11:48, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9147, top1_acc: 0.6984, top5_acc: 0.8594, loss_cls: 1.2865, loss: 2.2012, grad_norm: 10.3551 2021-07-08 20:19:35,323 - mmaction - INFO - Saving checkpoint at 124 epochs 2021-07-08 20:20:38,345 - mmaction - INFO - Epoch [125][20/3757] lr: 1.000e-03, eta: 1 day, 5:11:13, time: 3.071, data_time: 1.988, memory: 6921, loss_aux: 1.0082, top1_acc: 0.6547, top5_acc: 0.8430, loss_cls: 1.4344, loss: 2.4426, grad_norm: 10.9749 2021-07-08 20:20:59,370 - mmaction - INFO - Epoch [125][40/3757] lr: 1.000e-03, eta: 1 day, 5:10:52, time: 1.051, data_time: 0.007, memory: 6921, loss_aux: 0.9620, top1_acc: 0.6859, top5_acc: 0.8430, loss_cls: 1.3665, loss: 2.3286, grad_norm: 10.4991 2021-07-08 20:21:20,451 - mmaction - INFO - Epoch [125][60/3757] lr: 1.000e-03, eta: 1 day, 5:10:30, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6477, top5_acc: 0.8438, loss_cls: 1.4414, loss: 2.4434, grad_norm: 10.9173 2021-07-08 20:21:41,458 - mmaction - INFO - Epoch [125][80/3757] lr: 1.000e-03, eta: 1 day, 5:10:08, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6492, top5_acc: 0.8516, loss_cls: 1.4040, loss: 2.3842, grad_norm: 10.9961 2021-07-08 20:22:02,385 - mmaction - INFO - Epoch [125][100/3757] lr: 1.000e-03, eta: 1 day, 5:09:47, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9776, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.3751, loss: 2.3527, grad_norm: 10.5833 2021-07-08 20:22:23,496 - mmaction - INFO - Epoch [125][120/3757] lr: 1.000e-03, eta: 1 day, 5:09:25, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0324, top1_acc: 0.6586, top5_acc: 0.8156, loss_cls: 1.5066, loss: 2.5390, grad_norm: 10.8957 2021-07-08 20:22:44,728 - mmaction - INFO - Epoch [125][140/3757] lr: 1.000e-03, eta: 1 day, 5:09:03, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6703, top5_acc: 0.8391, loss_cls: 1.4255, loss: 2.4350, grad_norm: 10.6487 2021-07-08 20:23:06,324 - mmaction - INFO - Epoch [125][160/3757] lr: 1.000e-03, eta: 1 day, 5:08:42, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 1.0330, top1_acc: 0.6516, top5_acc: 0.8305, loss_cls: 1.4827, loss: 2.5157, grad_norm: 11.0053 2021-07-08 20:23:27,493 - mmaction - INFO - Epoch [125][180/3757] lr: 1.000e-03, eta: 1 day, 5:08:20, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6789, top5_acc: 0.8484, loss_cls: 1.3656, loss: 2.3420, grad_norm: 10.6411 2021-07-08 20:23:48,652 - mmaction - INFO - Epoch [125][200/3757] lr: 1.000e-03, eta: 1 day, 5:07:59, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9805, top1_acc: 0.6805, top5_acc: 0.8320, loss_cls: 1.3958, loss: 2.3764, grad_norm: 10.4444 2021-07-08 20:24:11,052 - mmaction - INFO - Epoch [125][220/3757] lr: 1.000e-03, eta: 1 day, 5:07:37, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6773, top5_acc: 0.8414, loss_cls: 1.4055, loss: 2.3681, grad_norm: 10.5525 2021-07-08 20:24:32,030 - mmaction - INFO - Epoch [125][240/3757] lr: 1.000e-03, eta: 1 day, 5:07:16, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9958, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3666, loss: 2.3624, grad_norm: 10.4822 2021-07-08 20:24:53,163 - mmaction - INFO - Epoch [125][260/3757] lr: 1.000e-03, eta: 1 day, 5:06:54, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9991, top1_acc: 0.6648, top5_acc: 0.8359, loss_cls: 1.4118, loss: 2.4109, grad_norm: 10.9971 2021-07-08 20:25:14,537 - mmaction - INFO - Epoch [125][280/3757] lr: 1.000e-03, eta: 1 day, 5:06:33, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 0.9586, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.3804, loss: 2.3390, grad_norm: 10.7686 2021-07-08 20:25:35,614 - mmaction - INFO - Epoch [125][300/3757] lr: 1.000e-03, eta: 1 day, 5:06:11, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9842, top1_acc: 0.6695, top5_acc: 0.8562, loss_cls: 1.3771, loss: 2.3613, grad_norm: 10.7953 2021-07-08 20:25:56,668 - mmaction - INFO - Epoch [125][320/3757] lr: 1.000e-03, eta: 1 day, 5:05:49, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9744, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4109, loss: 2.3853, grad_norm: 10.8888 2021-07-08 20:26:17,805 - mmaction - INFO - Epoch [125][340/3757] lr: 1.000e-03, eta: 1 day, 5:05:28, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9593, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3727, loss: 2.3320, grad_norm: 10.7361 2021-07-08 20:26:39,146 - mmaction - INFO - Epoch [125][360/3757] lr: 1.000e-03, eta: 1 day, 5:05:06, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9943, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4007, loss: 2.3949, grad_norm: 10.8784 2021-07-08 20:27:00,391 - mmaction - INFO - Epoch [125][380/3757] lr: 1.000e-03, eta: 1 day, 5:04:45, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 1.0356, top1_acc: 0.6547, top5_acc: 0.8477, loss_cls: 1.4558, loss: 2.4914, grad_norm: 11.1909 2021-07-08 20:27:21,631 - mmaction - INFO - Epoch [125][400/3757] lr: 1.000e-03, eta: 1 day, 5:04:23, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9832, top1_acc: 0.6820, top5_acc: 0.8453, loss_cls: 1.3750, loss: 2.3582, grad_norm: 10.7342 2021-07-08 20:27:42,682 - mmaction - INFO - Epoch [125][420/3757] lr: 1.000e-03, eta: 1 day, 5:04:02, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9787, top1_acc: 0.6703, top5_acc: 0.8430, loss_cls: 1.4049, loss: 2.3836, grad_norm: 10.9178 2021-07-08 20:28:04,382 - mmaction - INFO - Epoch [125][440/3757] lr: 1.000e-03, eta: 1 day, 5:03:40, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 0.9656, top1_acc: 0.6828, top5_acc: 0.8523, loss_cls: 1.3614, loss: 2.3270, grad_norm: 10.5110 2021-07-08 20:28:25,675 - mmaction - INFO - Epoch [125][460/3757] lr: 1.000e-03, eta: 1 day, 5:03:19, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9536, top1_acc: 0.6945, top5_acc: 0.8602, loss_cls: 1.3148, loss: 2.2684, grad_norm: 10.1255 2021-07-08 20:28:47,439 - mmaction - INFO - Epoch [125][480/3757] lr: 1.000e-03, eta: 1 day, 5:02:57, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6500, top5_acc: 0.8359, loss_cls: 1.4641, loss: 2.4796, grad_norm: 11.0365 2021-07-08 20:29:08,385 - mmaction - INFO - Epoch [125][500/3757] lr: 1.000e-03, eta: 1 day, 5:02:35, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6680, top5_acc: 0.8414, loss_cls: 1.4144, loss: 2.3974, grad_norm: 10.8391 2021-07-08 20:29:29,532 - mmaction - INFO - Epoch [125][520/3757] lr: 1.000e-03, eta: 1 day, 5:02:14, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9934, top1_acc: 0.6898, top5_acc: 0.8461, loss_cls: 1.3904, loss: 2.3839, grad_norm: 10.8159 2021-07-08 20:29:50,730 - mmaction - INFO - Epoch [125][540/3757] lr: 1.000e-03, eta: 1 day, 5:01:52, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6484, top5_acc: 0.8461, loss_cls: 1.4082, loss: 2.4019, grad_norm: 10.9958 2021-07-08 20:30:11,849 - mmaction - INFO - Epoch [125][560/3757] lr: 1.000e-03, eta: 1 day, 5:01:31, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6836, top5_acc: 0.8469, loss_cls: 1.3596, loss: 2.3249, grad_norm: 10.4930 2021-07-08 20:30:32,983 - mmaction - INFO - Epoch [125][580/3757] lr: 1.000e-03, eta: 1 day, 5:01:09, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6461, top5_acc: 0.8398, loss_cls: 1.4815, loss: 2.5008, grad_norm: 11.1900 2021-07-08 20:30:54,057 - mmaction - INFO - Epoch [125][600/3757] lr: 1.000e-03, eta: 1 day, 5:00:47, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0267, top1_acc: 0.6742, top5_acc: 0.8305, loss_cls: 1.4520, loss: 2.4786, grad_norm: 10.7341 2021-07-08 20:31:15,232 - mmaction - INFO - Epoch [125][620/3757] lr: 1.000e-03, eta: 1 day, 5:00:26, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6758, top5_acc: 0.8328, loss_cls: 1.4268, loss: 2.4243, grad_norm: 10.8913 2021-07-08 20:31:36,416 - mmaction - INFO - Epoch [125][640/3757] lr: 1.000e-03, eta: 1 day, 5:00:04, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3650, loss: 2.3562, grad_norm: 10.8625 2021-07-08 20:31:58,004 - mmaction - INFO - Epoch [125][660/3757] lr: 1.000e-03, eta: 1 day, 4:59:43, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0334, top1_acc: 0.6562, top5_acc: 0.8313, loss_cls: 1.5043, loss: 2.5377, grad_norm: 10.8053 2021-07-08 20:32:19,224 - mmaction - INFO - Epoch [125][680/3757] lr: 1.000e-03, eta: 1 day, 4:59:21, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9817, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.3655, loss: 2.3472, grad_norm: 10.6385 2021-07-08 20:32:40,395 - mmaction - INFO - Epoch [125][700/3757] lr: 1.000e-03, eta: 1 day, 4:59:00, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.4079, loss: 2.3951, grad_norm: 10.7634 2021-07-08 20:33:01,756 - mmaction - INFO - Epoch [125][720/3757] lr: 1.000e-03, eta: 1 day, 4:58:38, time: 1.068, data_time: 0.027, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6438, top5_acc: 0.8383, loss_cls: 1.4550, loss: 2.4775, grad_norm: 11.1056 2021-07-08 20:33:23,073 - mmaction - INFO - Epoch [125][740/3757] lr: 1.000e-03, eta: 1 day, 4:58:16, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9652, top1_acc: 0.6648, top5_acc: 0.8430, loss_cls: 1.3813, loss: 2.3465, grad_norm: 10.7545 2021-07-08 20:33:44,317 - mmaction - INFO - Epoch [125][760/3757] lr: 1.000e-03, eta: 1 day, 4:57:55, time: 1.064, data_time: 0.012, memory: 6921, loss_aux: 1.0060, top1_acc: 0.6508, top5_acc: 0.8445, loss_cls: 1.4396, loss: 2.4456, grad_norm: 10.8877 2021-07-08 20:34:05,983 - mmaction - INFO - Epoch [125][780/3757] lr: 1.000e-03, eta: 1 day, 4:57:33, time: 1.082, data_time: 0.032, memory: 6921, loss_aux: 0.9742, top1_acc: 0.6641, top5_acc: 0.8406, loss_cls: 1.3774, loss: 2.3516, grad_norm: 10.5826 2021-07-08 20:34:27,095 - mmaction - INFO - Epoch [125][800/3757] lr: 1.000e-03, eta: 1 day, 4:57:12, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9507, top1_acc: 0.6547, top5_acc: 0.8570, loss_cls: 1.3886, loss: 2.3393, grad_norm: 10.9877 2021-07-08 20:34:48,074 - mmaction - INFO - Epoch [125][820/3757] lr: 1.000e-03, eta: 1 day, 4:56:50, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9294, top1_acc: 0.6891, top5_acc: 0.8570, loss_cls: 1.2826, loss: 2.2120, grad_norm: 10.4189 2021-07-08 20:35:09,631 - mmaction - INFO - Epoch [125][840/3757] lr: 1.000e-03, eta: 1 day, 4:56:29, time: 1.077, data_time: 0.015, memory: 6921, loss_aux: 1.0076, top1_acc: 0.6617, top5_acc: 0.8359, loss_cls: 1.4104, loss: 2.4180, grad_norm: 10.4947 2021-07-08 20:35:30,664 - mmaction - INFO - Epoch [125][860/3757] lr: 1.000e-03, eta: 1 day, 4:56:07, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.0142, top1_acc: 0.6570, top5_acc: 0.8258, loss_cls: 1.4188, loss: 2.4329, grad_norm: 10.7958 2021-07-08 20:35:52,679 - mmaction - INFO - Epoch [125][880/3757] lr: 1.000e-03, eta: 1 day, 4:55:46, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 0.9764, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.3812, loss: 2.3576, grad_norm: 10.8707 2021-07-08 20:36:13,656 - mmaction - INFO - Epoch [125][900/3757] lr: 1.000e-03, eta: 1 day, 4:55:24, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 0.9589, top1_acc: 0.6633, top5_acc: 0.8398, loss_cls: 1.3969, loss: 2.3558, grad_norm: 10.8111 2021-07-08 20:36:34,882 - mmaction - INFO - Epoch [125][920/3757] lr: 1.000e-03, eta: 1 day, 4:55:02, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9666, top1_acc: 0.6570, top5_acc: 0.8453, loss_cls: 1.4190, loss: 2.3856, grad_norm: 10.8180 2021-07-08 20:36:56,194 - mmaction - INFO - Epoch [125][940/3757] lr: 1.000e-03, eta: 1 day, 4:54:41, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0160, top1_acc: 0.6500, top5_acc: 0.8531, loss_cls: 1.4391, loss: 2.4551, grad_norm: 11.0089 2021-07-08 20:37:17,357 - mmaction - INFO - Epoch [125][960/3757] lr: 1.000e-03, eta: 1 day, 4:54:19, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9764, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3600, loss: 2.3364, grad_norm: 10.7347 2021-07-08 20:37:38,475 - mmaction - INFO - Epoch [125][980/3757] lr: 1.000e-03, eta: 1 day, 4:53:58, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6852, top5_acc: 0.8414, loss_cls: 1.3950, loss: 2.3797, grad_norm: 10.5449 2021-07-08 20:37:59,754 - mmaction - INFO - Epoch [125][1000/3757] lr: 1.000e-03, eta: 1 day, 4:53:36, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9910, top1_acc: 0.6664, top5_acc: 0.8414, loss_cls: 1.4208, loss: 2.4118, grad_norm: 11.0943 2021-07-08 20:38:20,886 - mmaction - INFO - Epoch [125][1020/3757] lr: 1.000e-03, eta: 1 day, 4:53:15, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9542, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.3612, loss: 2.3155, grad_norm: 10.8186 2021-07-08 20:38:41,916 - mmaction - INFO - Epoch [125][1040/3757] lr: 1.000e-03, eta: 1 day, 4:52:53, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0175, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.4515, loss: 2.4690, grad_norm: 11.0999 2021-07-08 20:39:02,860 - mmaction - INFO - Epoch [125][1060/3757] lr: 1.000e-03, eta: 1 day, 4:52:31, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9943, top1_acc: 0.6602, top5_acc: 0.8438, loss_cls: 1.4375, loss: 2.4317, grad_norm: 11.0115 2021-07-08 20:39:23,943 - mmaction - INFO - Epoch [125][1080/3757] lr: 1.000e-03, eta: 1 day, 4:52:10, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4463, loss: 2.4475, grad_norm: 10.9810 2021-07-08 20:39:45,850 - mmaction - INFO - Epoch [125][1100/3757] lr: 1.000e-03, eta: 1 day, 4:51:48, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9730, top1_acc: 0.6727, top5_acc: 0.8484, loss_cls: 1.3727, loss: 2.3457, grad_norm: 11.0444 2021-07-08 20:40:07,212 - mmaction - INFO - Epoch [125][1120/3757] lr: 1.000e-03, eta: 1 day, 4:51:27, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6797, top5_acc: 0.8453, loss_cls: 1.3863, loss: 2.3672, grad_norm: 10.7948 2021-07-08 20:40:28,066 - mmaction - INFO - Epoch [125][1140/3757] lr: 1.000e-03, eta: 1 day, 4:51:05, time: 1.041, data_time: 0.001, memory: 6921, loss_aux: 0.9852, top1_acc: 0.6547, top5_acc: 0.8500, loss_cls: 1.3905, loss: 2.3757, grad_norm: 11.0613 2021-07-08 20:40:49,328 - mmaction - INFO - Epoch [125][1160/3757] lr: 1.000e-03, eta: 1 day, 4:50:43, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9420, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.2924, loss: 2.2345, grad_norm: 10.8083 2021-07-08 20:41:10,580 - mmaction - INFO - Epoch [125][1180/3757] lr: 1.000e-03, eta: 1 day, 4:50:22, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9970, top1_acc: 0.6547, top5_acc: 0.8422, loss_cls: 1.4921, loss: 2.4890, grad_norm: 11.2307 2021-07-08 20:41:33,111 - mmaction - INFO - Epoch [125][1200/3757] lr: 1.000e-03, eta: 1 day, 4:50:01, time: 1.128, data_time: 0.005, memory: 6921, loss_aux: 1.0512, top1_acc: 0.6609, top5_acc: 0.8250, loss_cls: 1.4863, loss: 2.5376, grad_norm: 10.7580 2021-07-08 20:41:54,051 - mmaction - INFO - Epoch [125][1220/3757] lr: 1.000e-03, eta: 1 day, 4:49:39, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0020, top1_acc: 0.6516, top5_acc: 0.8445, loss_cls: 1.4575, loss: 2.4595, grad_norm: 10.8423 2021-07-08 20:42:15,168 - mmaction - INFO - Epoch [125][1240/3757] lr: 1.000e-03, eta: 1 day, 4:49:17, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 1.0139, top1_acc: 0.6547, top5_acc: 0.8320, loss_cls: 1.4706, loss: 2.4845, grad_norm: 10.9872 2021-07-08 20:42:36,431 - mmaction - INFO - Epoch [125][1260/3757] lr: 1.000e-03, eta: 1 day, 4:48:56, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9617, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3282, loss: 2.2899, grad_norm: 10.5781 2021-07-08 20:42:57,656 - mmaction - INFO - Epoch [125][1280/3757] lr: 1.000e-03, eta: 1 day, 4:48:34, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0306, top1_acc: 0.6273, top5_acc: 0.8313, loss_cls: 1.5289, loss: 2.5596, grad_norm: 11.1294 2021-07-08 20:43:18,814 - mmaction - INFO - Epoch [125][1300/3757] lr: 1.000e-03, eta: 1 day, 4:48:13, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9595, top1_acc: 0.6687, top5_acc: 0.8438, loss_cls: 1.3605, loss: 2.3200, grad_norm: 10.7491 2021-07-08 20:43:40,132 - mmaction - INFO - Epoch [125][1320/3757] lr: 1.000e-03, eta: 1 day, 4:47:51, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4086, loss: 2.3992, grad_norm: 10.9187 2021-07-08 20:44:01,395 - mmaction - INFO - Epoch [125][1340/3757] lr: 1.000e-03, eta: 1 day, 4:47:29, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0056, top1_acc: 0.6648, top5_acc: 0.8344, loss_cls: 1.4476, loss: 2.4533, grad_norm: 10.7697 2021-07-08 20:44:22,599 - mmaction - INFO - Epoch [125][1360/3757] lr: 1.000e-03, eta: 1 day, 4:47:08, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3637, loss: 2.3393, grad_norm: 10.6281 2021-07-08 20:44:43,773 - mmaction - INFO - Epoch [125][1380/3757] lr: 1.000e-03, eta: 1 day, 4:46:46, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9691, top1_acc: 0.6859, top5_acc: 0.8477, loss_cls: 1.3562, loss: 2.3252, grad_norm: 10.6036 2021-07-08 20:45:04,989 - mmaction - INFO - Epoch [125][1400/3757] lr: 1.000e-03, eta: 1 day, 4:46:25, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9789, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.4137, loss: 2.3926, grad_norm: 10.7351 2021-07-08 20:45:26,737 - mmaction - INFO - Epoch [125][1420/3757] lr: 1.000e-03, eta: 1 day, 4:46:03, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9769, top1_acc: 0.6789, top5_acc: 0.8492, loss_cls: 1.3800, loss: 2.3570, grad_norm: 10.5920 2021-07-08 20:45:48,049 - mmaction - INFO - Epoch [125][1440/3757] lr: 1.000e-03, eta: 1 day, 4:45:42, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6609, top5_acc: 0.8477, loss_cls: 1.4188, loss: 2.4133, grad_norm: 10.9513 2021-07-08 20:46:09,043 - mmaction - INFO - Epoch [125][1460/3757] lr: 1.000e-03, eta: 1 day, 4:45:20, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9799, top1_acc: 0.6508, top5_acc: 0.8391, loss_cls: 1.4289, loss: 2.4088, grad_norm: 10.9931 2021-07-08 20:46:29,986 - mmaction - INFO - Epoch [125][1480/3757] lr: 1.000e-03, eta: 1 day, 4:44:58, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9731, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.3769, loss: 2.3500, grad_norm: 10.8186 2021-07-08 20:46:51,286 - mmaction - INFO - Epoch [125][1500/3757] lr: 1.000e-03, eta: 1 day, 4:44:37, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.3990, loss: 2.3617, grad_norm: 10.9160 2021-07-08 20:47:13,674 - mmaction - INFO - Epoch [125][1520/3757] lr: 1.000e-03, eta: 1 day, 4:44:16, time: 1.119, data_time: 0.001, memory: 6921, loss_aux: 1.0094, top1_acc: 0.6500, top5_acc: 0.8328, loss_cls: 1.5019, loss: 2.5113, grad_norm: 10.9793 2021-07-08 20:47:34,742 - mmaction - INFO - Epoch [125][1540/3757] lr: 1.000e-03, eta: 1 day, 4:43:54, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.2963, loss: 2.2576, grad_norm: 10.7446 2021-07-08 20:47:55,719 - mmaction - INFO - Epoch [125][1560/3757] lr: 1.000e-03, eta: 1 day, 4:43:32, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9792, top1_acc: 0.6664, top5_acc: 0.8430, loss_cls: 1.3669, loss: 2.3460, grad_norm: 10.8276 2021-07-08 20:48:16,651 - mmaction - INFO - Epoch [125][1580/3757] lr: 1.000e-03, eta: 1 day, 4:43:11, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6711, top5_acc: 0.8445, loss_cls: 1.4131, loss: 2.3959, grad_norm: 10.6507 2021-07-08 20:48:37,937 - mmaction - INFO - Epoch [125][1600/3757] lr: 1.000e-03, eta: 1 day, 4:42:49, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9540, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3482, loss: 2.3022, grad_norm: 10.3992 2021-07-08 20:48:59,243 - mmaction - INFO - Epoch [125][1620/3757] lr: 1.000e-03, eta: 1 day, 4:42:28, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 0.9674, top1_acc: 0.6680, top5_acc: 0.8438, loss_cls: 1.3688, loss: 2.3362, grad_norm: 10.7632 2021-07-08 20:49:20,660 - mmaction - INFO - Epoch [125][1640/3757] lr: 1.000e-03, eta: 1 day, 4:42:06, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6578, top5_acc: 0.8445, loss_cls: 1.4469, loss: 2.4417, grad_norm: 11.0984 2021-07-08 20:49:42,356 - mmaction - INFO - Epoch [125][1660/3757] lr: 1.000e-03, eta: 1 day, 4:41:45, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 0.9883, top1_acc: 0.6461, top5_acc: 0.8438, loss_cls: 1.4003, loss: 2.3885, grad_norm: 10.8840 2021-07-08 20:50:03,608 - mmaction - INFO - Epoch [125][1680/3757] lr: 1.000e-03, eta: 1 day, 4:41:23, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0076, top1_acc: 0.6758, top5_acc: 0.8438, loss_cls: 1.4364, loss: 2.4440, grad_norm: 10.8782 2021-07-08 20:50:24,853 - mmaction - INFO - Epoch [125][1700/3757] lr: 1.000e-03, eta: 1 day, 4:41:01, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0238, top1_acc: 0.6578, top5_acc: 0.8359, loss_cls: 1.4820, loss: 2.5058, grad_norm: 10.9516 2021-07-08 20:50:46,009 - mmaction - INFO - Epoch [125][1720/3757] lr: 1.000e-03, eta: 1 day, 4:40:40, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0030, top1_acc: 0.6687, top5_acc: 0.8430, loss_cls: 1.4535, loss: 2.4565, grad_norm: 10.7309 2021-07-08 20:51:07,016 - mmaction - INFO - Epoch [125][1740/3757] lr: 1.000e-03, eta: 1 day, 4:40:18, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9551, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3546, loss: 2.3096, grad_norm: 10.6264 2021-07-08 20:51:28,119 - mmaction - INFO - Epoch [125][1760/3757] lr: 1.000e-03, eta: 1 day, 4:39:57, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0192, top1_acc: 0.6562, top5_acc: 0.8352, loss_cls: 1.4256, loss: 2.4449, grad_norm: 10.8522 2021-07-08 20:51:50,050 - mmaction - INFO - Epoch [125][1780/3757] lr: 1.000e-03, eta: 1 day, 4:39:35, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6828, top5_acc: 0.8508, loss_cls: 1.3561, loss: 2.3340, grad_norm: 10.5098 2021-07-08 20:52:10,985 - mmaction - INFO - Epoch [125][1800/3757] lr: 1.000e-03, eta: 1 day, 4:39:13, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9500, top1_acc: 0.6617, top5_acc: 0.8531, loss_cls: 1.3956, loss: 2.3456, grad_norm: 10.9371 2021-07-08 20:52:32,143 - mmaction - INFO - Epoch [125][1820/3757] lr: 1.000e-03, eta: 1 day, 4:38:52, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.4820, loss: 2.4836, grad_norm: 11.0795 2021-07-08 20:52:53,056 - mmaction - INFO - Epoch [125][1840/3757] lr: 1.000e-03, eta: 1 day, 4:38:30, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0214, top1_acc: 0.6562, top5_acc: 0.8430, loss_cls: 1.4735, loss: 2.4949, grad_norm: 11.0986 2021-07-08 20:53:14,321 - mmaction - INFO - Epoch [125][1860/3757] lr: 1.000e-03, eta: 1 day, 4:38:09, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 1.0406, top1_acc: 0.6523, top5_acc: 0.8289, loss_cls: 1.5201, loss: 2.5607, grad_norm: 11.0152 2021-07-08 20:53:35,423 - mmaction - INFO - Epoch [125][1880/3757] lr: 1.000e-03, eta: 1 day, 4:37:47, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0424, top1_acc: 0.6594, top5_acc: 0.8313, loss_cls: 1.5099, loss: 2.5524, grad_norm: 11.0108 2021-07-08 20:53:56,561 - mmaction - INFO - Epoch [125][1900/3757] lr: 1.000e-03, eta: 1 day, 4:37:25, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9703, top1_acc: 0.6695, top5_acc: 0.8406, loss_cls: 1.4292, loss: 2.3995, grad_norm: 10.6117 2021-07-08 20:54:17,649 - mmaction - INFO - Epoch [125][1920/3757] lr: 1.000e-03, eta: 1 day, 4:37:04, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9976, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4322, loss: 2.4299, grad_norm: 10.9597 2021-07-08 20:54:38,897 - mmaction - INFO - Epoch [125][1940/3757] lr: 1.000e-03, eta: 1 day, 4:36:42, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3729, loss: 2.3310, grad_norm: 10.5451 2021-07-08 20:55:00,006 - mmaction - INFO - Epoch [125][1960/3757] lr: 1.000e-03, eta: 1 day, 4:36:21, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.4205, loss: 2.4199, grad_norm: 10.9307 2021-07-08 20:55:21,154 - mmaction - INFO - Epoch [125][1980/3757] lr: 1.000e-03, eta: 1 day, 4:35:59, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6555, top5_acc: 0.8375, loss_cls: 1.4143, loss: 2.3951, grad_norm: 10.8988 2021-07-08 20:55:42,271 - mmaction - INFO - Epoch [125][2000/3757] lr: 1.000e-03, eta: 1 day, 4:35:38, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9487, top1_acc: 0.6656, top5_acc: 0.8617, loss_cls: 1.3697, loss: 2.3184, grad_norm: 11.1179 2021-07-08 20:56:03,415 - mmaction - INFO - Epoch [125][2020/3757] lr: 1.000e-03, eta: 1 day, 4:35:16, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0178, top1_acc: 0.6383, top5_acc: 0.8406, loss_cls: 1.5093, loss: 2.5272, grad_norm: 11.2850 2021-07-08 20:56:24,664 - mmaction - INFO - Epoch [125][2040/3757] lr: 1.000e-03, eta: 1 day, 4:34:54, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9674, top1_acc: 0.6695, top5_acc: 0.8477, loss_cls: 1.3588, loss: 2.3262, grad_norm: 10.5910 2021-07-08 20:56:46,097 - mmaction - INFO - Epoch [125][2060/3757] lr: 1.000e-03, eta: 1 day, 4:34:33, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9940, top1_acc: 0.6523, top5_acc: 0.8422, loss_cls: 1.4408, loss: 2.4348, grad_norm: 10.7652 2021-07-08 20:57:07,056 - mmaction - INFO - Epoch [125][2080/3757] lr: 1.000e-03, eta: 1 day, 4:34:11, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 1.0106, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4287, loss: 2.4392, grad_norm: 10.9959 2021-07-08 20:57:28,085 - mmaction - INFO - Epoch [125][2100/3757] lr: 1.000e-03, eta: 1 day, 4:33:50, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6773, top5_acc: 0.8453, loss_cls: 1.4052, loss: 2.3952, grad_norm: 10.9331 2021-07-08 20:57:49,190 - mmaction - INFO - Epoch [125][2120/3757] lr: 1.000e-03, eta: 1 day, 4:33:28, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0074, top1_acc: 0.6625, top5_acc: 0.8352, loss_cls: 1.4402, loss: 2.4476, grad_norm: 10.7949 2021-07-08 20:58:10,971 - mmaction - INFO - Epoch [125][2140/3757] lr: 1.000e-03, eta: 1 day, 4:33:07, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.0222, top1_acc: 0.6727, top5_acc: 0.8367, loss_cls: 1.4215, loss: 2.4438, grad_norm: 11.1811 2021-07-08 20:58:33,065 - mmaction - INFO - Epoch [125][2160/3757] lr: 1.000e-03, eta: 1 day, 4:32:45, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 0.9727, top1_acc: 0.6687, top5_acc: 0.8391, loss_cls: 1.4172, loss: 2.3899, grad_norm: 10.7926 2021-07-08 20:58:54,045 - mmaction - INFO - Epoch [125][2180/3757] lr: 1.000e-03, eta: 1 day, 4:32:23, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9796, top1_acc: 0.6664, top5_acc: 0.8406, loss_cls: 1.4201, loss: 2.3997, grad_norm: 10.8360 2021-07-08 20:59:15,070 - mmaction - INFO - Epoch [125][2200/3757] lr: 1.000e-03, eta: 1 day, 4:32:02, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6633, top5_acc: 0.8297, loss_cls: 1.4460, loss: 2.4233, grad_norm: 10.7271 2021-07-08 20:59:36,273 - mmaction - INFO - Epoch [125][2220/3757] lr: 1.000e-03, eta: 1 day, 4:31:40, time: 1.060, data_time: 0.008, memory: 6921, loss_aux: 1.0339, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.4819, loss: 2.5158, grad_norm: 11.0217 2021-07-08 20:59:57,350 - mmaction - INFO - Epoch [125][2240/3757] lr: 1.000e-03, eta: 1 day, 4:31:19, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 0.9380, top1_acc: 0.6766, top5_acc: 0.8508, loss_cls: 1.3394, loss: 2.2773, grad_norm: 10.7848 2021-07-08 21:00:18,717 - mmaction - INFO - Epoch [125][2260/3757] lr: 1.000e-03, eta: 1 day, 4:30:57, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0104, top1_acc: 0.6578, top5_acc: 0.8484, loss_cls: 1.4162, loss: 2.4266, grad_norm: 10.9876 2021-07-08 21:00:39,917 - mmaction - INFO - Epoch [125][2280/3757] lr: 1.000e-03, eta: 1 day, 4:30:36, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0020, top1_acc: 0.6672, top5_acc: 0.8383, loss_cls: 1.4221, loss: 2.4241, grad_norm: 10.7542 2021-07-08 21:01:01,105 - mmaction - INFO - Epoch [125][2300/3757] lr: 1.000e-03, eta: 1 day, 4:30:14, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6672, top5_acc: 0.8461, loss_cls: 1.4037, loss: 2.4110, grad_norm: 10.7827 2021-07-08 21:01:22,254 - mmaction - INFO - Epoch [125][2320/3757] lr: 1.000e-03, eta: 1 day, 4:29:52, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9695, top1_acc: 0.6773, top5_acc: 0.8414, loss_cls: 1.3664, loss: 2.3360, grad_norm: 10.8137 2021-07-08 21:01:43,307 - mmaction - INFO - Epoch [125][2340/3757] lr: 1.000e-03, eta: 1 day, 4:29:31, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0156, top1_acc: 0.6586, top5_acc: 0.8484, loss_cls: 1.4348, loss: 2.4504, grad_norm: 11.0429 2021-07-08 21:02:05,703 - mmaction - INFO - Epoch [125][2360/3757] lr: 1.000e-03, eta: 1 day, 4:29:09, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6625, top5_acc: 0.8438, loss_cls: 1.4217, loss: 2.4109, grad_norm: 10.9548 2021-07-08 21:02:27,526 - mmaction - INFO - Epoch [125][2380/3757] lr: 1.000e-03, eta: 1 day, 4:28:48, time: 1.091, data_time: 0.006, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.3968, loss: 2.3956, grad_norm: 10.8882 2021-07-08 21:02:48,505 - mmaction - INFO - Epoch [125][2400/3757] lr: 1.000e-03, eta: 1 day, 4:28:26, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0114, top1_acc: 0.6367, top5_acc: 0.8383, loss_cls: 1.4503, loss: 2.4617, grad_norm: 11.2312 2021-07-08 21:03:09,467 - mmaction - INFO - Epoch [125][2420/3757] lr: 1.000e-03, eta: 1 day, 4:28:05, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4689, loss: 2.4791, grad_norm: 11.0085 2021-07-08 21:03:30,623 - mmaction - INFO - Epoch [125][2440/3757] lr: 1.000e-03, eta: 1 day, 4:27:43, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6508, top5_acc: 0.8242, loss_cls: 1.4623, loss: 2.4642, grad_norm: 11.0002 2021-07-08 21:03:51,771 - mmaction - INFO - Epoch [125][2460/3757] lr: 1.000e-03, eta: 1 day, 4:27:22, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6633, top5_acc: 0.8516, loss_cls: 1.3550, loss: 2.3144, grad_norm: 10.8087 2021-07-08 21:04:13,148 - mmaction - INFO - Epoch [125][2480/3757] lr: 1.000e-03, eta: 1 day, 4:27:00, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9958, top1_acc: 0.6648, top5_acc: 0.8578, loss_cls: 1.4034, loss: 2.3991, grad_norm: 10.8003 2021-07-08 21:04:34,424 - mmaction - INFO - Epoch [125][2500/3757] lr: 1.000e-03, eta: 1 day, 4:26:38, time: 1.063, data_time: 0.010, memory: 6921, loss_aux: 0.9585, top1_acc: 0.6594, top5_acc: 0.8531, loss_cls: 1.3896, loss: 2.3481, grad_norm: 10.7781 2021-07-08 21:04:55,969 - mmaction - INFO - Epoch [125][2520/3757] lr: 1.000e-03, eta: 1 day, 4:26:17, time: 1.076, data_time: 0.027, memory: 6921, loss_aux: 0.9633, top1_acc: 0.6773, top5_acc: 0.8492, loss_cls: 1.3950, loss: 2.3582, grad_norm: 10.8059 2021-07-08 21:05:17,004 - mmaction - INFO - Epoch [125][2540/3757] lr: 1.000e-03, eta: 1 day, 4:25:55, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3435, loss: 2.3063, grad_norm: 10.6521 2021-07-08 21:05:38,245 - mmaction - INFO - Epoch [125][2560/3757] lr: 1.000e-03, eta: 1 day, 4:25:34, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 1.0199, top1_acc: 0.6484, top5_acc: 0.8320, loss_cls: 1.4809, loss: 2.5007, grad_norm: 10.9717 2021-07-08 21:05:59,643 - mmaction - INFO - Epoch [125][2580/3757] lr: 1.000e-03, eta: 1 day, 4:25:12, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 1.0286, top1_acc: 0.6281, top5_acc: 0.8227, loss_cls: 1.5374, loss: 2.5661, grad_norm: 11.0964 2021-07-08 21:06:20,788 - mmaction - INFO - Epoch [125][2600/3757] lr: 1.000e-03, eta: 1 day, 4:24:51, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9280, top1_acc: 0.6891, top5_acc: 0.8438, loss_cls: 1.3378, loss: 2.2658, grad_norm: 10.5500 2021-07-08 21:06:42,070 - mmaction - INFO - Epoch [125][2620/3757] lr: 1.000e-03, eta: 1 day, 4:24:29, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6648, top5_acc: 0.8328, loss_cls: 1.4114, loss: 2.4201, grad_norm: 10.6089 2021-07-08 21:07:03,175 - mmaction - INFO - Epoch [125][2640/3757] lr: 1.000e-03, eta: 1 day, 4:24:07, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.4171, loss: 2.4213, grad_norm: 10.9210 2021-07-08 21:07:24,707 - mmaction - INFO - Epoch [125][2660/3757] lr: 1.000e-03, eta: 1 day, 4:23:46, time: 1.077, data_time: 0.040, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3641, loss: 2.3459, grad_norm: 10.5827 2021-07-08 21:07:45,788 - mmaction - INFO - Epoch [125][2680/3757] lr: 1.000e-03, eta: 1 day, 4:23:24, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9730, top1_acc: 0.6727, top5_acc: 0.8461, loss_cls: 1.3671, loss: 2.3401, grad_norm: 10.5755 2021-07-08 21:08:07,089 - mmaction - INFO - Epoch [125][2700/3757] lr: 1.000e-03, eta: 1 day, 4:23:03, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3688, loss: 2.3349, grad_norm: 10.7856 2021-07-08 21:08:28,186 - mmaction - INFO - Epoch [125][2720/3757] lr: 1.000e-03, eta: 1 day, 4:22:41, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0026, top1_acc: 0.6570, top5_acc: 0.8445, loss_cls: 1.4338, loss: 2.4364, grad_norm: 11.0393 2021-07-08 21:08:49,144 - mmaction - INFO - Epoch [125][2740/3757] lr: 1.000e-03, eta: 1 day, 4:22:20, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6750, top5_acc: 0.8453, loss_cls: 1.3719, loss: 2.3400, grad_norm: 10.5713 2021-07-08 21:09:10,629 - mmaction - INFO - Epoch [125][2760/3757] lr: 1.000e-03, eta: 1 day, 4:21:58, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9871, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.3877, loss: 2.3749, grad_norm: 10.6518 2021-07-08 21:09:31,852 - mmaction - INFO - Epoch [125][2780/3757] lr: 1.000e-03, eta: 1 day, 4:21:36, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9606, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3363, loss: 2.2969, grad_norm: 10.7863 2021-07-08 21:09:53,098 - mmaction - INFO - Epoch [125][2800/3757] lr: 1.000e-03, eta: 1 day, 4:21:15, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0034, top1_acc: 0.6539, top5_acc: 0.8508, loss_cls: 1.4210, loss: 2.4243, grad_norm: 10.7035 2021-07-08 21:10:14,095 - mmaction - INFO - Epoch [125][2820/3757] lr: 1.000e-03, eta: 1 day, 4:20:53, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.5047, loss: 2.5105, grad_norm: 11.1541 2021-07-08 21:10:36,517 - mmaction - INFO - Epoch [125][2840/3757] lr: 1.000e-03, eta: 1 day, 4:20:32, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6492, top5_acc: 0.8352, loss_cls: 1.4366, loss: 2.4459, grad_norm: 11.0299 2021-07-08 21:10:57,891 - mmaction - INFO - Epoch [125][2860/3757] lr: 1.000e-03, eta: 1 day, 4:20:10, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9566, top1_acc: 0.6703, top5_acc: 0.8711, loss_cls: 1.3418, loss: 2.2984, grad_norm: 10.8457 2021-07-08 21:11:18,758 - mmaction - INFO - Epoch [125][2880/3757] lr: 1.000e-03, eta: 1 day, 4:19:49, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 1.0162, top1_acc: 0.6523, top5_acc: 0.8367, loss_cls: 1.4701, loss: 2.4863, grad_norm: 11.0525 2021-07-08 21:11:39,670 - mmaction - INFO - Epoch [125][2900/3757] lr: 1.000e-03, eta: 1 day, 4:19:27, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 1.0672, top1_acc: 0.6461, top5_acc: 0.8156, loss_cls: 1.5726, loss: 2.6399, grad_norm: 11.2879 2021-07-08 21:12:00,761 - mmaction - INFO - Epoch [125][2920/3757] lr: 1.000e-03, eta: 1 day, 4:19:05, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 1.0019, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4074, loss: 2.4093, grad_norm: 11.0624 2021-07-08 21:12:22,039 - mmaction - INFO - Epoch [125][2940/3757] lr: 1.000e-03, eta: 1 day, 4:18:44, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.3973, loss: 2.3926, grad_norm: 10.8787 2021-07-08 21:12:43,191 - mmaction - INFO - Epoch [125][2960/3757] lr: 1.000e-03, eta: 1 day, 4:18:22, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0108, top1_acc: 0.6523, top5_acc: 0.8234, loss_cls: 1.4914, loss: 2.5022, grad_norm: 10.8748 2021-07-08 21:13:04,254 - mmaction - INFO - Epoch [125][2980/3757] lr: 1.000e-03, eta: 1 day, 4:18:01, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4252, loss: 2.4184, grad_norm: 10.8114 2021-07-08 21:13:25,486 - mmaction - INFO - Epoch [125][3000/3757] lr: 1.000e-03, eta: 1 day, 4:17:39, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9524, top1_acc: 0.6906, top5_acc: 0.8516, loss_cls: 1.3598, loss: 2.3122, grad_norm: 10.7040 2021-07-08 21:13:46,715 - mmaction - INFO - Epoch [125][3020/3757] lr: 1.000e-03, eta: 1 day, 4:17:18, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 1.0194, top1_acc: 0.6562, top5_acc: 0.8328, loss_cls: 1.4842, loss: 2.5036, grad_norm: 11.0150 2021-07-08 21:14:07,856 - mmaction - INFO - Epoch [125][3040/3757] lr: 1.000e-03, eta: 1 day, 4:16:56, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0274, top1_acc: 0.6453, top5_acc: 0.8453, loss_cls: 1.4425, loss: 2.4699, grad_norm: 11.1588 2021-07-08 21:14:28,947 - mmaction - INFO - Epoch [125][3060/3757] lr: 1.000e-03, eta: 1 day, 4:16:34, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6672, top5_acc: 0.8539, loss_cls: 1.4068, loss: 2.4079, grad_norm: 10.9239 2021-07-08 21:14:50,016 - mmaction - INFO - Epoch [125][3080/3757] lr: 1.000e-03, eta: 1 day, 4:16:13, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9413, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3033, loss: 2.2447, grad_norm: 10.6848 2021-07-08 21:15:11,298 - mmaction - INFO - Epoch [125][3100/3757] lr: 1.000e-03, eta: 1 day, 4:15:51, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0004, top1_acc: 0.6570, top5_acc: 0.8438, loss_cls: 1.4368, loss: 2.4372, grad_norm: 11.0040 2021-07-08 21:15:32,529 - mmaction - INFO - Epoch [125][3120/3757] lr: 1.000e-03, eta: 1 day, 4:15:30, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0115, top1_acc: 0.6516, top5_acc: 0.8508, loss_cls: 1.4492, loss: 2.4607, grad_norm: 11.1743 2021-07-08 21:15:53,610 - mmaction - INFO - Epoch [125][3140/3757] lr: 1.000e-03, eta: 1 day, 4:15:08, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6555, top5_acc: 0.8414, loss_cls: 1.4610, loss: 2.4756, grad_norm: 10.9127 2021-07-08 21:16:14,756 - mmaction - INFO - Epoch [125][3160/3757] lr: 1.000e-03, eta: 1 day, 4:14:46, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9921, top1_acc: 0.6555, top5_acc: 0.8313, loss_cls: 1.4560, loss: 2.4481, grad_norm: 11.1070 2021-07-08 21:16:36,281 - mmaction - INFO - Epoch [125][3180/3757] lr: 1.000e-03, eta: 1 day, 4:14:25, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3744, loss: 2.3416, grad_norm: 10.7887 2021-07-08 21:16:57,421 - mmaction - INFO - Epoch [125][3200/3757] lr: 1.000e-03, eta: 1 day, 4:14:03, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9934, top1_acc: 0.6500, top5_acc: 0.8422, loss_cls: 1.4346, loss: 2.4281, grad_norm: 10.8626 2021-07-08 21:17:18,515 - mmaction - INFO - Epoch [125][3220/3757] lr: 1.000e-03, eta: 1 day, 4:13:42, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9703, top1_acc: 0.6750, top5_acc: 0.8383, loss_cls: 1.4190, loss: 2.3894, grad_norm: 10.9128 2021-07-08 21:17:40,118 - mmaction - INFO - Epoch [125][3240/3757] lr: 1.000e-03, eta: 1 day, 4:13:20, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 0.9986, top1_acc: 0.6508, top5_acc: 0.8492, loss_cls: 1.4211, loss: 2.4197, grad_norm: 11.0421 2021-07-08 21:18:01,352 - mmaction - INFO - Epoch [125][3260/3757] lr: 1.000e-03, eta: 1 day, 4:12:59, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0205, top1_acc: 0.6562, top5_acc: 0.8305, loss_cls: 1.4737, loss: 2.4942, grad_norm: 10.9151 2021-07-08 21:18:22,498 - mmaction - INFO - Epoch [125][3280/3757] lr: 1.000e-03, eta: 1 day, 4:12:37, time: 1.058, data_time: 0.008, memory: 6921, loss_aux: 1.0105, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.4661, loss: 2.4765, grad_norm: 11.3480 2021-07-08 21:18:43,565 - mmaction - INFO - Epoch [125][3300/3757] lr: 1.000e-03, eta: 1 day, 4:12:15, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6586, top5_acc: 0.8469, loss_cls: 1.4160, loss: 2.3978, grad_norm: 11.0247 2021-07-08 21:19:04,837 - mmaction - INFO - Epoch [125][3320/3757] lr: 1.000e-03, eta: 1 day, 4:11:54, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9370, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.3390, loss: 2.2761, grad_norm: 10.6160 2021-07-08 21:19:26,073 - mmaction - INFO - Epoch [125][3340/3757] lr: 1.000e-03, eta: 1 day, 4:11:32, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9984, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4164, loss: 2.4147, grad_norm: 10.8936 2021-07-08 21:19:47,255 - mmaction - INFO - Epoch [125][3360/3757] lr: 1.000e-03, eta: 1 day, 4:11:11, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9487, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3508, loss: 2.2995, grad_norm: 10.7664 2021-07-08 21:20:08,456 - mmaction - INFO - Epoch [125][3380/3757] lr: 1.000e-03, eta: 1 day, 4:10:49, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9698, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4112, loss: 2.3809, grad_norm: 10.6754 2021-07-08 21:20:30,036 - mmaction - INFO - Epoch [125][3400/3757] lr: 1.000e-03, eta: 1 day, 4:10:28, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 0.9666, top1_acc: 0.6617, top5_acc: 0.8484, loss_cls: 1.4068, loss: 2.3733, grad_norm: 10.6439 2021-07-08 21:20:51,363 - mmaction - INFO - Epoch [125][3420/3757] lr: 1.000e-03, eta: 1 day, 4:10:06, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9541, top1_acc: 0.6617, top5_acc: 0.8391, loss_cls: 1.4083, loss: 2.3624, grad_norm: 10.7074 2021-07-08 21:21:12,463 - mmaction - INFO - Epoch [125][3440/3757] lr: 1.000e-03, eta: 1 day, 4:09:45, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.4084, loss: 2.3978, grad_norm: 10.8458 2021-07-08 21:21:33,980 - mmaction - INFO - Epoch [125][3460/3757] lr: 1.000e-03, eta: 1 day, 4:09:23, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6586, top5_acc: 0.8508, loss_cls: 1.3938, loss: 2.3941, grad_norm: 10.8825 2021-07-08 21:21:55,065 - mmaction - INFO - Epoch [125][3480/3757] lr: 1.000e-03, eta: 1 day, 4:09:01, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 1.0090, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.4367, loss: 2.4457, grad_norm: 10.7621 2021-07-08 21:22:17,265 - mmaction - INFO - Epoch [125][3500/3757] lr: 1.000e-03, eta: 1 day, 4:08:40, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 0.9559, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3647, loss: 2.3206, grad_norm: 10.3812 2021-07-08 21:22:38,312 - mmaction - INFO - Epoch [125][3520/3757] lr: 1.000e-03, eta: 1 day, 4:08:18, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9964, top1_acc: 0.6656, top5_acc: 0.8523, loss_cls: 1.3936, loss: 2.3900, grad_norm: 10.9028 2021-07-08 21:22:59,561 - mmaction - INFO - Epoch [125][3540/3757] lr: 1.000e-03, eta: 1 day, 4:07:57, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9750, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3577, loss: 2.3327, grad_norm: 10.6118 2021-07-08 21:23:20,627 - mmaction - INFO - Epoch [125][3560/3757] lr: 1.000e-03, eta: 1 day, 4:07:35, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9527, top1_acc: 0.6656, top5_acc: 0.8484, loss_cls: 1.3803, loss: 2.3329, grad_norm: 10.7559 2021-07-08 21:23:42,097 - mmaction - INFO - Epoch [125][3580/3757] lr: 1.000e-03, eta: 1 day, 4:07:14, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 1.0270, top1_acc: 0.6555, top5_acc: 0.8438, loss_cls: 1.4268, loss: 2.4538, grad_norm: 10.8098 2021-07-08 21:24:03,292 - mmaction - INFO - Epoch [125][3600/3757] lr: 1.000e-03, eta: 1 day, 4:06:52, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 1.0086, top1_acc: 0.6672, top5_acc: 0.8344, loss_cls: 1.4388, loss: 2.4475, grad_norm: 10.9396 2021-07-08 21:24:25,570 - mmaction - INFO - Epoch [125][3620/3757] lr: 1.000e-03, eta: 1 day, 4:06:31, time: 1.113, data_time: 0.002, memory: 6921, loss_aux: 0.9663, top1_acc: 0.6703, top5_acc: 0.8453, loss_cls: 1.3741, loss: 2.3404, grad_norm: 10.9108 2021-07-08 21:24:46,367 - mmaction - INFO - Epoch [125][3640/3757] lr: 1.000e-03, eta: 1 day, 4:06:09, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 0.9896, top1_acc: 0.6672, top5_acc: 0.8602, loss_cls: 1.3723, loss: 2.3620, grad_norm: 10.5410 2021-07-08 21:25:07,597 - mmaction - INFO - Epoch [125][3660/3757] lr: 1.000e-03, eta: 1 day, 4:05:48, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3743, loss: 2.3673, grad_norm: 10.8760 2021-07-08 21:25:28,704 - mmaction - INFO - Epoch [125][3680/3757] lr: 1.000e-03, eta: 1 day, 4:05:26, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0151, top1_acc: 0.6594, top5_acc: 0.8562, loss_cls: 1.4172, loss: 2.4323, grad_norm: 11.1152 2021-07-08 21:25:49,909 - mmaction - INFO - Epoch [125][3700/3757] lr: 1.000e-03, eta: 1 day, 4:05:04, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0279, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.5234, loss: 2.5512, grad_norm: 11.1841 2021-07-08 21:26:12,409 - mmaction - INFO - Epoch [125][3720/3757] lr: 1.000e-03, eta: 1 day, 4:04:43, time: 1.127, data_time: 0.004, memory: 6921, loss_aux: 0.9558, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3996, loss: 2.3554, grad_norm: 11.1002 2021-07-08 21:26:33,346 - mmaction - INFO - Epoch [125][3740/3757] lr: 1.000e-03, eta: 1 day, 4:04:21, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6523, top5_acc: 0.8445, loss_cls: 1.4461, loss: 2.4360, grad_norm: 10.7254 2021-07-08 21:26:51,728 - mmaction - INFO - Saving checkpoint at 125 epochs 2021-07-08 21:31:42,212 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 21:31:43,030 - mmaction - INFO - top1_acc 0.6935 top5_acc 0.8827 2021-07-08 21:31:43,031 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 21:31:43,061 - mmaction - INFO - mean_acc 0.6934 2021-07-08 21:31:43,068 - mmaction - INFO - Epoch(val) [125][310] top1_acc: 0.6935, top5_acc: 0.8827, mean_class_accuracy: 0.6934 2021-07-08 21:32:44,545 - mmaction - INFO - Epoch [126][20/3757] lr: 1.000e-04, eta: 1 day, 4:03:46, time: 3.071, data_time: 2.002, memory: 6921, loss_aux: 0.9625, top1_acc: 0.6758, top5_acc: 0.8500, loss_cls: 1.3222, loss: 2.2847, grad_norm: 10.6661 2021-07-08 21:33:05,679 - mmaction - INFO - Epoch [126][40/3757] lr: 1.000e-04, eta: 1 day, 4:03:24, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9427, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.3047, loss: 2.2474, grad_norm: 10.6921 2021-07-08 21:33:27,005 - mmaction - INFO - Epoch [126][60/3757] lr: 1.000e-04, eta: 1 day, 4:03:03, time: 1.067, data_time: 0.030, memory: 6921, loss_aux: 1.0185, top1_acc: 0.6797, top5_acc: 0.8438, loss_cls: 1.4095, loss: 2.4280, grad_norm: 10.9892 2021-07-08 21:33:48,653 - mmaction - INFO - Epoch [126][80/3757] lr: 1.000e-04, eta: 1 day, 4:02:41, time: 1.081, data_time: 0.038, memory: 6921, loss_aux: 0.9722, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.3557, loss: 2.3278, grad_norm: 10.8582 2021-07-08 21:34:09,616 - mmaction - INFO - Epoch [126][100/3757] lr: 1.000e-04, eta: 1 day, 4:02:20, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9977, top1_acc: 0.6594, top5_acc: 0.8328, loss_cls: 1.4626, loss: 2.4603, grad_norm: 11.0129 2021-07-08 21:34:30,707 - mmaction - INFO - Epoch [126][120/3757] lr: 1.000e-04, eta: 1 day, 4:01:58, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9957, top1_acc: 0.6781, top5_acc: 0.8539, loss_cls: 1.3651, loss: 2.3607, grad_norm: 10.7637 2021-07-08 21:34:51,737 - mmaction - INFO - Epoch [126][140/3757] lr: 1.000e-04, eta: 1 day, 4:01:36, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9883, top1_acc: 0.6797, top5_acc: 0.8469, loss_cls: 1.4017, loss: 2.3899, grad_norm: 10.9969 2021-07-08 21:35:13,056 - mmaction - INFO - Epoch [126][160/3757] lr: 1.000e-04, eta: 1 day, 4:01:15, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9624, top1_acc: 0.6570, top5_acc: 0.8500, loss_cls: 1.3575, loss: 2.3199, grad_norm: 10.9841 2021-07-08 21:35:34,082 - mmaction - INFO - Epoch [126][180/3757] lr: 1.000e-04, eta: 1 day, 4:00:53, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0001, top1_acc: 0.6734, top5_acc: 0.8406, loss_cls: 1.4116, loss: 2.4118, grad_norm: 10.8582 2021-07-08 21:35:56,056 - mmaction - INFO - Epoch [126][200/3757] lr: 1.000e-04, eta: 1 day, 4:00:32, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6820, top5_acc: 0.8438, loss_cls: 1.3815, loss: 2.3496, grad_norm: 10.7068 2021-07-08 21:36:17,197 - mmaction - INFO - Epoch [126][220/3757] lr: 1.000e-04, eta: 1 day, 4:00:10, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9843, top1_acc: 0.6891, top5_acc: 0.8562, loss_cls: 1.3653, loss: 2.3497, grad_norm: 10.5243 2021-07-08 21:36:38,111 - mmaction - INFO - Epoch [126][240/3757] lr: 1.000e-04, eta: 1 day, 3:59:49, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6805, top5_acc: 0.8438, loss_cls: 1.3782, loss: 2.3713, grad_norm: 10.8014 2021-07-08 21:36:59,509 - mmaction - INFO - Epoch [126][260/3757] lr: 1.000e-04, eta: 1 day, 3:59:27, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6672, top5_acc: 0.8414, loss_cls: 1.3956, loss: 2.3633, grad_norm: 10.6800 2021-07-08 21:37:20,540 - mmaction - INFO - Epoch [126][280/3757] lr: 1.000e-04, eta: 1 day, 3:59:05, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9923, top1_acc: 0.6609, top5_acc: 0.8383, loss_cls: 1.4236, loss: 2.4159, grad_norm: 10.9716 2021-07-08 21:37:41,687 - mmaction - INFO - Epoch [126][300/3757] lr: 1.000e-04, eta: 1 day, 3:58:44, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6625, top5_acc: 0.8398, loss_cls: 1.3760, loss: 2.3723, grad_norm: 10.8585 2021-07-08 21:38:03,051 - mmaction - INFO - Epoch [126][320/3757] lr: 1.000e-04, eta: 1 day, 3:58:22, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9843, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.3396, loss: 2.3239, grad_norm: 10.6802 2021-07-08 21:38:24,516 - mmaction - INFO - Epoch [126][340/3757] lr: 1.000e-04, eta: 1 day, 3:58:01, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3786, loss: 2.3652, grad_norm: 10.7212 2021-07-08 21:38:45,712 - mmaction - INFO - Epoch [126][360/3757] lr: 1.000e-04, eta: 1 day, 3:57:39, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.3639, loss: 2.3640, grad_norm: 10.8648 2021-07-08 21:39:07,002 - mmaction - INFO - Epoch [126][380/3757] lr: 1.000e-04, eta: 1 day, 3:57:18, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9823, top1_acc: 0.6813, top5_acc: 0.8508, loss_cls: 1.3456, loss: 2.3278, grad_norm: 10.2196 2021-07-08 21:39:28,036 - mmaction - INFO - Epoch [126][400/3757] lr: 1.000e-04, eta: 1 day, 3:56:56, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4057, loss: 2.4118, grad_norm: 11.0699 2021-07-08 21:39:49,174 - mmaction - INFO - Epoch [126][420/3757] lr: 1.000e-04, eta: 1 day, 3:56:34, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0092, top1_acc: 0.6687, top5_acc: 0.8336, loss_cls: 1.4350, loss: 2.4442, grad_norm: 10.6243 2021-07-08 21:40:10,368 - mmaction - INFO - Epoch [126][440/3757] lr: 1.000e-04, eta: 1 day, 3:56:13, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0176, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.3926, loss: 2.4103, grad_norm: 11.0011 2021-07-08 21:40:31,969 - mmaction - INFO - Epoch [126][460/3757] lr: 1.000e-04, eta: 1 day, 3:55:51, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 0.9637, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3694, loss: 2.3332, grad_norm: 10.8971 2021-07-08 21:40:53,218 - mmaction - INFO - Epoch [126][480/3757] lr: 1.000e-04, eta: 1 day, 3:55:30, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6906, top5_acc: 0.8477, loss_cls: 1.3382, loss: 2.3008, grad_norm: 10.6381 2021-07-08 21:41:14,632 - mmaction - INFO - Epoch [126][500/3757] lr: 1.000e-04, eta: 1 day, 3:55:08, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9554, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.3312, loss: 2.2865, grad_norm: 10.8614 2021-07-08 21:41:35,874 - mmaction - INFO - Epoch [126][520/3757] lr: 1.000e-04, eta: 1 day, 3:54:47, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 1.0249, top1_acc: 0.6789, top5_acc: 0.8359, loss_cls: 1.4208, loss: 2.4456, grad_norm: 10.7131 2021-07-08 21:41:56,964 - mmaction - INFO - Epoch [126][540/3757] lr: 1.000e-04, eta: 1 day, 3:54:25, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9795, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3591, loss: 2.3385, grad_norm: 10.8332 2021-07-08 21:42:18,085 - mmaction - INFO - Epoch [126][560/3757] lr: 1.000e-04, eta: 1 day, 3:54:03, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9454, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3148, loss: 2.2601, grad_norm: 10.5341 2021-07-08 21:42:39,172 - mmaction - INFO - Epoch [126][580/3757] lr: 1.000e-04, eta: 1 day, 3:53:42, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9351, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.3051, loss: 2.2402, grad_norm: 10.3557 2021-07-08 21:43:00,142 - mmaction - INFO - Epoch [126][600/3757] lr: 1.000e-04, eta: 1 day, 3:53:20, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9418, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.2989, loss: 2.2408, grad_norm: 10.5192 2021-07-08 21:43:21,213 - mmaction - INFO - Epoch [126][620/3757] lr: 1.000e-04, eta: 1 day, 3:52:59, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9678, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3538, loss: 2.3216, grad_norm: 10.7637 2021-07-08 21:43:42,296 - mmaction - INFO - Epoch [126][640/3757] lr: 1.000e-04, eta: 1 day, 3:52:37, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3730, loss: 2.3580, grad_norm: 10.7805 2021-07-08 21:44:03,867 - mmaction - INFO - Epoch [126][660/3757] lr: 1.000e-04, eta: 1 day, 3:52:16, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9902, top1_acc: 0.6836, top5_acc: 0.8414, loss_cls: 1.3851, loss: 2.3752, grad_norm: 10.5671 2021-07-08 21:44:25,122 - mmaction - INFO - Epoch [126][680/3757] lr: 1.000e-04, eta: 1 day, 3:51:54, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9883, top1_acc: 0.6547, top5_acc: 0.8555, loss_cls: 1.4121, loss: 2.4004, grad_norm: 10.9975 2021-07-08 21:44:46,312 - mmaction - INFO - Epoch [126][700/3757] lr: 1.000e-04, eta: 1 day, 3:51:32, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0426, top1_acc: 0.6484, top5_acc: 0.8391, loss_cls: 1.4477, loss: 2.4903, grad_norm: 11.1467 2021-07-08 21:45:08,251 - mmaction - INFO - Epoch [126][720/3757] lr: 1.000e-04, eta: 1 day, 3:51:11, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 0.9294, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.2675, loss: 2.1969, grad_norm: 10.6153 2021-07-08 21:45:29,342 - mmaction - INFO - Epoch [126][740/3757] lr: 1.000e-04, eta: 1 day, 3:50:49, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9537, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3455, loss: 2.2993, grad_norm: 10.7423 2021-07-08 21:45:50,437 - mmaction - INFO - Epoch [126][760/3757] lr: 1.000e-04, eta: 1 day, 3:50:28, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9832, top1_acc: 0.6734, top5_acc: 0.8430, loss_cls: 1.3847, loss: 2.3679, grad_norm: 10.7388 2021-07-08 21:46:12,717 - mmaction - INFO - Epoch [126][780/3757] lr: 1.000e-04, eta: 1 day, 3:50:06, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 0.9584, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.2812, loss: 2.2396, grad_norm: 10.4461 2021-07-08 21:46:33,644 - mmaction - INFO - Epoch [126][800/3757] lr: 1.000e-04, eta: 1 day, 3:49:45, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0191, top1_acc: 0.6766, top5_acc: 0.8641, loss_cls: 1.3794, loss: 2.3984, grad_norm: 10.8950 2021-07-08 21:46:54,928 - mmaction - INFO - Epoch [126][820/3757] lr: 1.000e-04, eta: 1 day, 3:49:23, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6602, top5_acc: 0.8594, loss_cls: 1.4015, loss: 2.4064, grad_norm: 11.0150 2021-07-08 21:47:15,974 - mmaction - INFO - Epoch [126][840/3757] lr: 1.000e-04, eta: 1 day, 3:49:02, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6727, top5_acc: 0.8406, loss_cls: 1.4064, loss: 2.3976, grad_norm: 11.0391 2021-07-08 21:47:37,076 - mmaction - INFO - Epoch [126][860/3757] lr: 1.000e-04, eta: 1 day, 3:48:40, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9299, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2602, loss: 2.1900, grad_norm: 10.4370 2021-07-08 21:47:58,277 - mmaction - INFO - Epoch [126][880/3757] lr: 1.000e-04, eta: 1 day, 3:48:18, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0325, top1_acc: 0.6555, top5_acc: 0.8258, loss_cls: 1.4929, loss: 2.5254, grad_norm: 11.2156 2021-07-08 21:48:19,161 - mmaction - INFO - Epoch [126][900/3757] lr: 1.000e-04, eta: 1 day, 3:47:57, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 0.9423, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3091, loss: 2.2514, grad_norm: 10.7941 2021-07-08 21:48:41,594 - mmaction - INFO - Epoch [126][920/3757] lr: 1.000e-04, eta: 1 day, 3:47:35, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3260, loss: 2.2872, grad_norm: 10.6641 2021-07-08 21:49:02,288 - mmaction - INFO - Epoch [126][940/3757] lr: 1.000e-04, eta: 1 day, 3:47:14, time: 1.033, data_time: 0.003, memory: 6921, loss_aux: 0.9433, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.3149, loss: 2.2581, grad_norm: 10.8469 2021-07-08 21:49:23,608 - mmaction - INFO - Epoch [126][960/3757] lr: 1.000e-04, eta: 1 day, 3:46:52, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9500, top1_acc: 0.6750, top5_acc: 0.8469, loss_cls: 1.3418, loss: 2.2917, grad_norm: 10.8489 2021-07-08 21:49:44,729 - mmaction - INFO - Epoch [126][980/3757] lr: 1.000e-04, eta: 1 day, 3:46:31, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6781, top5_acc: 0.8477, loss_cls: 1.3753, loss: 2.3911, grad_norm: 10.5493 2021-07-08 21:50:06,236 - mmaction - INFO - Epoch [126][1000/3757] lr: 1.000e-04, eta: 1 day, 3:46:09, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9794, top1_acc: 0.6758, top5_acc: 0.8430, loss_cls: 1.3503, loss: 2.3297, grad_norm: 10.7663 2021-07-08 21:50:27,476 - mmaction - INFO - Epoch [126][1020/3757] lr: 1.000e-04, eta: 1 day, 3:45:48, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9951, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3747, loss: 2.3698, grad_norm: 10.8423 2021-07-08 21:50:48,587 - mmaction - INFO - Epoch [126][1040/3757] lr: 1.000e-04, eta: 1 day, 3:45:26, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9311, top1_acc: 0.6781, top5_acc: 0.8664, loss_cls: 1.2735, loss: 2.2047, grad_norm: 10.8355 2021-07-08 21:51:09,727 - mmaction - INFO - Epoch [126][1060/3757] lr: 1.000e-04, eta: 1 day, 3:45:04, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9776, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.3281, loss: 2.3057, grad_norm: 10.7631 2021-07-08 21:51:30,861 - mmaction - INFO - Epoch [126][1080/3757] lr: 1.000e-04, eta: 1 day, 3:44:43, time: 1.057, data_time: 0.011, memory: 6921, loss_aux: 0.9208, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2768, loss: 2.1976, grad_norm: 10.4748 2021-07-08 21:51:52,406 - mmaction - INFO - Epoch [126][1100/3757] lr: 1.000e-04, eta: 1 day, 3:44:21, time: 1.076, data_time: 0.020, memory: 6921, loss_aux: 0.9506, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.2778, loss: 2.2284, grad_norm: 10.4598 2021-07-08 21:52:14,405 - mmaction - INFO - Epoch [126][1120/3757] lr: 1.000e-04, eta: 1 day, 3:44:00, time: 1.102, data_time: 0.061, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6727, top5_acc: 0.8438, loss_cls: 1.3975, loss: 2.3837, grad_norm: 10.9348 2021-07-08 21:52:35,421 - mmaction - INFO - Epoch [126][1140/3757] lr: 1.000e-04, eta: 1 day, 3:43:38, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6617, top5_acc: 0.8398, loss_cls: 1.4424, loss: 2.4290, grad_norm: 10.8078 2021-07-08 21:52:56,704 - mmaction - INFO - Epoch [126][1160/3757] lr: 1.000e-04, eta: 1 day, 3:43:17, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9854, top1_acc: 0.6547, top5_acc: 0.8617, loss_cls: 1.4001, loss: 2.3854, grad_norm: 10.7227 2021-07-08 21:53:18,465 - mmaction - INFO - Epoch [126][1180/3757] lr: 1.000e-04, eta: 1 day, 3:42:55, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 1.0132, top1_acc: 0.6586, top5_acc: 0.8289, loss_cls: 1.4536, loss: 2.4667, grad_norm: 10.5818 2021-07-08 21:53:39,743 - mmaction - INFO - Epoch [126][1200/3757] lr: 1.000e-04, eta: 1 day, 3:42:34, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9736, top1_acc: 0.6914, top5_acc: 0.8453, loss_cls: 1.3694, loss: 2.3431, grad_norm: 10.7946 2021-07-08 21:54:01,016 - mmaction - INFO - Epoch [126][1220/3757] lr: 1.000e-04, eta: 1 day, 3:42:12, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9146, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2334, loss: 2.1481, grad_norm: 10.8566 2021-07-08 21:54:22,054 - mmaction - INFO - Epoch [126][1240/3757] lr: 1.000e-04, eta: 1 day, 3:41:50, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.4162, loss: 2.4464, grad_norm: 10.9736 2021-07-08 21:54:43,212 - mmaction - INFO - Epoch [126][1260/3757] lr: 1.000e-04, eta: 1 day, 3:41:29, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9439, top1_acc: 0.6898, top5_acc: 0.8797, loss_cls: 1.2763, loss: 2.2201, grad_norm: 10.6016 2021-07-08 21:55:04,657 - mmaction - INFO - Epoch [126][1280/3757] lr: 1.000e-04, eta: 1 day, 3:41:07, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 0.9170, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2416, loss: 2.1587, grad_norm: 10.2884 2021-07-08 21:55:25,603 - mmaction - INFO - Epoch [126][1300/3757] lr: 1.000e-04, eta: 1 day, 3:40:46, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 0.9556, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.3309, loss: 2.2866, grad_norm: 10.8127 2021-07-08 21:55:47,040 - mmaction - INFO - Epoch [126][1320/3757] lr: 1.000e-04, eta: 1 day, 3:40:24, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6727, top5_acc: 0.8469, loss_cls: 1.3412, loss: 2.2992, grad_norm: 10.6245 2021-07-08 21:56:08,174 - mmaction - INFO - Epoch [126][1340/3757] lr: 1.000e-04, eta: 1 day, 3:40:03, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9506, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2946, loss: 2.2452, grad_norm: 10.4932 2021-07-08 21:56:29,113 - mmaction - INFO - Epoch [126][1360/3757] lr: 1.000e-04, eta: 1 day, 3:39:41, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.4309, loss: 2.4289, grad_norm: 11.0650 2021-07-08 21:56:50,479 - mmaction - INFO - Epoch [126][1380/3757] lr: 1.000e-04, eta: 1 day, 3:39:19, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9530, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2789, loss: 2.2318, grad_norm: 10.6414 2021-07-08 21:57:12,378 - mmaction - INFO - Epoch [126][1400/3757] lr: 1.000e-04, eta: 1 day, 3:38:58, time: 1.095, data_time: 0.046, memory: 6921, loss_aux: 0.9390, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2908, loss: 2.2298, grad_norm: 10.5008 2021-07-08 21:57:33,571 - mmaction - INFO - Epoch [126][1420/3757] lr: 1.000e-04, eta: 1 day, 3:38:36, time: 1.059, data_time: 0.014, memory: 6921, loss_aux: 0.9652, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.3054, loss: 2.2705, grad_norm: 10.7340 2021-07-08 21:57:54,772 - mmaction - INFO - Epoch [126][1440/3757] lr: 1.000e-04, eta: 1 day, 3:38:15, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9513, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.3073, loss: 2.2586, grad_norm: 10.6264 2021-07-08 21:58:15,775 - mmaction - INFO - Epoch [126][1460/3757] lr: 1.000e-04, eta: 1 day, 3:37:53, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 1.0159, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3895, loss: 2.4053, grad_norm: 10.9070 2021-07-08 21:58:37,827 - mmaction - INFO - Epoch [126][1480/3757] lr: 1.000e-04, eta: 1 day, 3:37:32, time: 1.105, data_time: 0.065, memory: 6921, loss_aux: 0.9203, top1_acc: 0.6883, top5_acc: 0.8578, loss_cls: 1.3127, loss: 2.2329, grad_norm: 10.4546 2021-07-08 21:58:59,050 - mmaction - INFO - Epoch [126][1500/3757] lr: 1.000e-04, eta: 1 day, 3:37:10, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0191, top1_acc: 0.6578, top5_acc: 0.8508, loss_cls: 1.4091, loss: 2.4282, grad_norm: 11.1104 2021-07-08 21:59:19,963 - mmaction - INFO - Epoch [126][1520/3757] lr: 1.000e-04, eta: 1 day, 3:36:49, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9493, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3630, loss: 2.3122, grad_norm: 10.8098 2021-07-08 21:59:41,476 - mmaction - INFO - Epoch [126][1540/3757] lr: 1.000e-04, eta: 1 day, 3:36:27, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 0.9760, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.3650, loss: 2.3410, grad_norm: 10.4651 2021-07-08 22:00:03,224 - mmaction - INFO - Epoch [126][1560/3757] lr: 1.000e-04, eta: 1 day, 3:36:06, time: 1.089, data_time: 0.048, memory: 6921, loss_aux: 0.8840, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.1971, loss: 2.0811, grad_norm: 10.3555 2021-07-08 22:00:24,241 - mmaction - INFO - Epoch [126][1580/3757] lr: 1.000e-04, eta: 1 day, 3:35:44, time: 1.050, data_time: 0.007, memory: 6921, loss_aux: 0.9770, top1_acc: 0.6781, top5_acc: 0.8508, loss_cls: 1.3709, loss: 2.3479, grad_norm: 10.2700 2021-07-08 22:00:45,882 - mmaction - INFO - Epoch [126][1600/3757] lr: 1.000e-04, eta: 1 day, 3:35:22, time: 1.080, data_time: 0.015, memory: 6921, loss_aux: 0.9637, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3188, loss: 2.2825, grad_norm: 10.9936 2021-07-08 22:01:07,180 - mmaction - INFO - Epoch [126][1620/3757] lr: 1.000e-04, eta: 1 day, 3:35:01, time: 1.067, data_time: 0.008, memory: 6921, loss_aux: 0.9467, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3018, loss: 2.2485, grad_norm: 10.6599 2021-07-08 22:01:28,259 - mmaction - INFO - Epoch [126][1640/3757] lr: 1.000e-04, eta: 1 day, 3:34:39, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9121, top1_acc: 0.6961, top5_acc: 0.8609, loss_cls: 1.2527, loss: 2.1648, grad_norm: 10.5935 2021-07-08 22:01:49,277 - mmaction - INFO - Epoch [126][1660/3757] lr: 1.000e-04, eta: 1 day, 3:34:18, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0222, top1_acc: 0.6586, top5_acc: 0.8414, loss_cls: 1.4376, loss: 2.4598, grad_norm: 11.1713 2021-07-08 22:02:10,644 - mmaction - INFO - Epoch [126][1680/3757] lr: 1.000e-04, eta: 1 day, 3:33:56, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9515, top1_acc: 0.6937, top5_acc: 0.8508, loss_cls: 1.2919, loss: 2.2434, grad_norm: 10.5688 2021-07-08 22:02:31,881 - mmaction - INFO - Epoch [126][1700/3757] lr: 1.000e-04, eta: 1 day, 3:33:35, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9179, top1_acc: 0.7008, top5_acc: 0.8633, loss_cls: 1.2597, loss: 2.1776, grad_norm: 10.2572 2021-07-08 22:02:54,289 - mmaction - INFO - Epoch [126][1720/3757] lr: 1.000e-04, eta: 1 day, 3:33:13, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 0.9531, top1_acc: 0.6937, top5_acc: 0.8602, loss_cls: 1.2413, loss: 2.1944, grad_norm: 10.5344 2021-07-08 22:03:15,185 - mmaction - INFO - Epoch [126][1740/3757] lr: 1.000e-04, eta: 1 day, 3:32:52, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6594, top5_acc: 0.8430, loss_cls: 1.3936, loss: 2.3864, grad_norm: 10.9229 2021-07-08 22:03:37,017 - mmaction - INFO - Epoch [126][1760/3757] lr: 1.000e-04, eta: 1 day, 3:32:30, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9517, top1_acc: 0.6766, top5_acc: 0.8461, loss_cls: 1.3259, loss: 2.2776, grad_norm: 10.5890 2021-07-08 22:03:58,247 - mmaction - INFO - Epoch [126][1780/3757] lr: 1.000e-04, eta: 1 day, 3:32:09, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9898, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3739, loss: 2.3637, grad_norm: 10.7587 2021-07-08 22:04:19,406 - mmaction - INFO - Epoch [126][1800/3757] lr: 1.000e-04, eta: 1 day, 3:31:47, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9617, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.3556, loss: 2.3173, grad_norm: 10.8318 2021-07-08 22:04:40,666 - mmaction - INFO - Epoch [126][1820/3757] lr: 1.000e-04, eta: 1 day, 3:31:25, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9494, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2443, loss: 2.1936, grad_norm: 10.4366 2021-07-08 22:05:01,738 - mmaction - INFO - Epoch [126][1840/3757] lr: 1.000e-04, eta: 1 day, 3:31:04, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9208, top1_acc: 0.7016, top5_acc: 0.8672, loss_cls: 1.2652, loss: 2.1860, grad_norm: 10.6379 2021-07-08 22:05:22,693 - mmaction - INFO - Epoch [126][1860/3757] lr: 1.000e-04, eta: 1 day, 3:30:42, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 0.9123, top1_acc: 0.7000, top5_acc: 0.8617, loss_cls: 1.2826, loss: 2.1948, grad_norm: 10.3987 2021-07-08 22:05:45,632 - mmaction - INFO - Epoch [126][1880/3757] lr: 1.000e-04, eta: 1 day, 3:30:21, time: 1.147, data_time: 0.004, memory: 6921, loss_aux: 0.9559, top1_acc: 0.7070, top5_acc: 0.8430, loss_cls: 1.3319, loss: 2.2878, grad_norm: 10.5311 2021-07-08 22:06:06,557 - mmaction - INFO - Epoch [126][1900/3757] lr: 1.000e-04, eta: 1 day, 3:29:59, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 0.9857, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3449, loss: 2.3306, grad_norm: 10.8450 2021-07-08 22:06:27,917 - mmaction - INFO - Epoch [126][1920/3757] lr: 1.000e-04, eta: 1 day, 3:29:38, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9606, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3532, loss: 2.3137, grad_norm: 11.1948 2021-07-08 22:06:48,948 - mmaction - INFO - Epoch [126][1940/3757] lr: 1.000e-04, eta: 1 day, 3:29:16, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9239, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2183, loss: 2.1422, grad_norm: 10.2386 2021-07-08 22:07:10,322 - mmaction - INFO - Epoch [126][1960/3757] lr: 1.000e-04, eta: 1 day, 3:28:55, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 1.0004, top1_acc: 0.6930, top5_acc: 0.8406, loss_cls: 1.3737, loss: 2.3741, grad_norm: 10.4877 2021-07-08 22:07:31,473 - mmaction - INFO - Epoch [126][1980/3757] lr: 1.000e-04, eta: 1 day, 3:28:33, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0075, top1_acc: 0.6680, top5_acc: 0.8375, loss_cls: 1.4451, loss: 2.4526, grad_norm: 11.1128 2021-07-08 22:07:52,728 - mmaction - INFO - Epoch [126][2000/3757] lr: 1.000e-04, eta: 1 day, 3:28:11, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9880, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.3309, loss: 2.3189, grad_norm: 11.0654 2021-07-08 22:08:13,799 - mmaction - INFO - Epoch [126][2020/3757] lr: 1.000e-04, eta: 1 day, 3:27:50, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6539, top5_acc: 0.8477, loss_cls: 1.4433, loss: 2.4444, grad_norm: 11.1826 2021-07-08 22:08:34,824 - mmaction - INFO - Epoch [126][2040/3757] lr: 1.000e-04, eta: 1 day, 3:27:28, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9390, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3033, loss: 2.2423, grad_norm: 10.5495 2021-07-08 22:08:56,123 - mmaction - INFO - Epoch [126][2060/3757] lr: 1.000e-04, eta: 1 day, 3:27:07, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9848, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3577, loss: 2.3426, grad_norm: 11.0450 2021-07-08 22:09:17,294 - mmaction - INFO - Epoch [126][2080/3757] lr: 1.000e-04, eta: 1 day, 3:26:45, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9542, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3227, loss: 2.2769, grad_norm: 10.8815 2021-07-08 22:09:38,849 - mmaction - INFO - Epoch [126][2100/3757] lr: 1.000e-04, eta: 1 day, 3:26:24, time: 1.077, data_time: 0.031, memory: 6921, loss_aux: 0.9933, top1_acc: 0.6742, top5_acc: 0.8469, loss_cls: 1.3838, loss: 2.3771, grad_norm: 11.3098 2021-07-08 22:10:00,008 - mmaction - INFO - Epoch [126][2120/3757] lr: 1.000e-04, eta: 1 day, 3:26:02, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6617, top5_acc: 0.8375, loss_cls: 1.3867, loss: 2.3674, grad_norm: 11.0238 2021-07-08 22:10:21,098 - mmaction - INFO - Epoch [126][2140/3757] lr: 1.000e-04, eta: 1 day, 3:25:40, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3565, loss: 2.3368, grad_norm: 11.0902 2021-07-08 22:10:42,418 - mmaction - INFO - Epoch [126][2160/3757] lr: 1.000e-04, eta: 1 day, 3:25:19, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9454, top1_acc: 0.7000, top5_acc: 0.8648, loss_cls: 1.2884, loss: 2.2338, grad_norm: 10.3119 2021-07-08 22:11:03,470 - mmaction - INFO - Epoch [126][2180/3757] lr: 1.000e-04, eta: 1 day, 3:24:57, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9339, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2811, loss: 2.2151, grad_norm: 10.5966 2021-07-08 22:11:24,522 - mmaction - INFO - Epoch [126][2200/3757] lr: 1.000e-04, eta: 1 day, 3:24:36, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9757, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.3151, loss: 2.2907, grad_norm: 10.7331 2021-07-08 22:11:45,778 - mmaction - INFO - Epoch [126][2220/3757] lr: 1.000e-04, eta: 1 day, 3:24:14, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9675, top1_acc: 0.6836, top5_acc: 0.8492, loss_cls: 1.3271, loss: 2.2947, grad_norm: 10.6199 2021-07-08 22:12:06,921 - mmaction - INFO - Epoch [126][2240/3757] lr: 1.000e-04, eta: 1 day, 3:23:52, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6742, top5_acc: 0.8656, loss_cls: 1.2960, loss: 2.2577, grad_norm: 10.7179 2021-07-08 22:12:28,181 - mmaction - INFO - Epoch [126][2260/3757] lr: 1.000e-04, eta: 1 day, 3:23:31, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6719, top5_acc: 0.8406, loss_cls: 1.3770, loss: 2.3543, grad_norm: 10.9183 2021-07-08 22:12:49,318 - mmaction - INFO - Epoch [126][2280/3757] lr: 1.000e-04, eta: 1 day, 3:23:09, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6906, top5_acc: 0.8469, loss_cls: 1.3455, loss: 2.3457, grad_norm: 10.8465 2021-07-08 22:13:10,443 - mmaction - INFO - Epoch [126][2300/3757] lr: 1.000e-04, eta: 1 day, 3:22:48, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6687, top5_acc: 0.8492, loss_cls: 1.3839, loss: 2.3902, grad_norm: 10.9695 2021-07-08 22:13:31,593 - mmaction - INFO - Epoch [126][2320/3757] lr: 1.000e-04, eta: 1 day, 3:22:26, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9690, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3160, loss: 2.2850, grad_norm: 10.7177 2021-07-08 22:13:52,782 - mmaction - INFO - Epoch [126][2340/3757] lr: 1.000e-04, eta: 1 day, 3:22:05, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9704, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3673, loss: 2.3377, grad_norm: 10.9046 2021-07-08 22:14:13,933 - mmaction - INFO - Epoch [126][2360/3757] lr: 1.000e-04, eta: 1 day, 3:21:43, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9428, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2844, loss: 2.2272, grad_norm: 10.9477 2021-07-08 22:14:35,557 - mmaction - INFO - Epoch [126][2380/3757] lr: 1.000e-04, eta: 1 day, 3:21:22, time: 1.082, data_time: 0.030, memory: 6921, loss_aux: 0.9519, top1_acc: 0.6891, top5_acc: 0.8516, loss_cls: 1.3423, loss: 2.2942, grad_norm: 10.6951 2021-07-08 22:14:56,861 - mmaction - INFO - Epoch [126][2400/3757] lr: 1.000e-04, eta: 1 day, 3:21:00, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9538, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2996, loss: 2.2534, grad_norm: 10.5307 2021-07-08 22:15:17,999 - mmaction - INFO - Epoch [126][2420/3757] lr: 1.000e-04, eta: 1 day, 3:20:38, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0094, top1_acc: 0.6586, top5_acc: 0.8258, loss_cls: 1.4409, loss: 2.4503, grad_norm: 10.9967 2021-07-08 22:15:39,079 - mmaction - INFO - Epoch [126][2440/3757] lr: 1.000e-04, eta: 1 day, 3:20:17, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3509, loss: 2.3233, grad_norm: 10.9491 2021-07-08 22:16:00,055 - mmaction - INFO - Epoch [126][2460/3757] lr: 1.000e-04, eta: 1 day, 3:19:55, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.3859, loss: 2.3709, grad_norm: 11.0058 2021-07-08 22:16:21,208 - mmaction - INFO - Epoch [126][2480/3757] lr: 1.000e-04, eta: 1 day, 3:19:34, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9575, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2706, loss: 2.2281, grad_norm: 10.9302 2021-07-08 22:16:42,192 - mmaction - INFO - Epoch [126][2500/3757] lr: 1.000e-04, eta: 1 day, 3:19:12, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9984, top1_acc: 0.6844, top5_acc: 0.8648, loss_cls: 1.3226, loss: 2.3210, grad_norm: 10.8709 2021-07-08 22:17:03,324 - mmaction - INFO - Epoch [126][2520/3757] lr: 1.000e-04, eta: 1 day, 3:18:50, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0116, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.4118, loss: 2.4234, grad_norm: 11.0486 2021-07-08 22:17:24,589 - mmaction - INFO - Epoch [126][2540/3757] lr: 1.000e-04, eta: 1 day, 3:18:29, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9425, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2157, loss: 2.1582, grad_norm: 10.6201 2021-07-08 22:17:46,206 - mmaction - INFO - Epoch [126][2560/3757] lr: 1.000e-04, eta: 1 day, 3:18:07, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6945, top5_acc: 0.8641, loss_cls: 1.3141, loss: 2.2955, grad_norm: 10.8450 2021-07-08 22:18:07,313 - mmaction - INFO - Epoch [126][2580/3757] lr: 1.000e-04, eta: 1 day, 3:17:46, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9461, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.3065, loss: 2.2526, grad_norm: 10.8699 2021-07-08 22:18:28,464 - mmaction - INFO - Epoch [126][2600/3757] lr: 1.000e-04, eta: 1 day, 3:17:24, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9740, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3039, loss: 2.2780, grad_norm: 10.7171 2021-07-08 22:18:49,724 - mmaction - INFO - Epoch [126][2620/3757] lr: 1.000e-04, eta: 1 day, 3:17:03, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9760, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3755, loss: 2.3515, grad_norm: 10.9456 2021-07-08 22:19:11,053 - mmaction - INFO - Epoch [126][2640/3757] lr: 1.000e-04, eta: 1 day, 3:16:41, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0036, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4292, loss: 2.4328, grad_norm: 11.1880 2021-07-08 22:19:32,636 - mmaction - INFO - Epoch [126][2660/3757] lr: 1.000e-04, eta: 1 day, 3:16:19, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9438, top1_acc: 0.6953, top5_acc: 0.8523, loss_cls: 1.3160, loss: 2.2598, grad_norm: 10.5856 2021-07-08 22:19:53,866 - mmaction - INFO - Epoch [126][2680/3757] lr: 1.000e-04, eta: 1 day, 3:15:58, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9464, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2981, loss: 2.2445, grad_norm: 10.3911 2021-07-08 22:20:15,348 - mmaction - INFO - Epoch [126][2700/3757] lr: 1.000e-04, eta: 1 day, 3:15:36, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 1.0165, top1_acc: 0.6781, top5_acc: 0.8477, loss_cls: 1.4028, loss: 2.4193, grad_norm: 11.4451 2021-07-08 22:20:36,483 - mmaction - INFO - Epoch [126][2720/3757] lr: 1.000e-04, eta: 1 day, 3:15:15, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6914, top5_acc: 0.8547, loss_cls: 1.3304, loss: 2.3178, grad_norm: 10.8165 2021-07-08 22:20:57,565 - mmaction - INFO - Epoch [126][2740/3757] lr: 1.000e-04, eta: 1 day, 3:14:53, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 0.9880, top1_acc: 0.6750, top5_acc: 0.8508, loss_cls: 1.3629, loss: 2.3509, grad_norm: 10.6551 2021-07-08 22:21:18,715 - mmaction - INFO - Epoch [126][2760/3757] lr: 1.000e-04, eta: 1 day, 3:14:32, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9913, top1_acc: 0.6672, top5_acc: 0.8344, loss_cls: 1.4336, loss: 2.4250, grad_norm: 11.3124 2021-07-08 22:21:39,759 - mmaction - INFO - Epoch [126][2780/3757] lr: 1.000e-04, eta: 1 day, 3:14:10, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9274, top1_acc: 0.7102, top5_acc: 0.8625, loss_cls: 1.2292, loss: 2.1566, grad_norm: 10.2343 2021-07-08 22:22:00,904 - mmaction - INFO - Epoch [126][2800/3757] lr: 1.000e-04, eta: 1 day, 3:13:48, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9754, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.3948, loss: 2.3701, grad_norm: 10.9788 2021-07-08 22:22:22,282 - mmaction - INFO - Epoch [126][2820/3757] lr: 1.000e-04, eta: 1 day, 3:13:27, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6836, top5_acc: 0.8469, loss_cls: 1.3332, loss: 2.2928, grad_norm: 10.7168 2021-07-08 22:22:44,465 - mmaction - INFO - Epoch [126][2840/3757] lr: 1.000e-04, eta: 1 day, 3:13:06, time: 1.110, data_time: 0.005, memory: 6921, loss_aux: 0.9713, top1_acc: 0.6852, top5_acc: 0.8555, loss_cls: 1.3523, loss: 2.3235, grad_norm: 10.8992 2021-07-08 22:23:05,432 - mmaction - INFO - Epoch [126][2860/3757] lr: 1.000e-04, eta: 1 day, 3:12:44, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3302, loss: 2.3094, grad_norm: 10.7464 2021-07-08 22:23:26,604 - mmaction - INFO - Epoch [126][2880/3757] lr: 1.000e-04, eta: 1 day, 3:12:22, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6773, top5_acc: 0.8531, loss_cls: 1.3525, loss: 2.3488, grad_norm: 10.6979 2021-07-08 22:23:47,563 - mmaction - INFO - Epoch [126][2900/3757] lr: 1.000e-04, eta: 1 day, 3:12:01, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9599, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3185, loss: 2.2784, grad_norm: 10.6060 2021-07-08 22:24:08,704 - mmaction - INFO - Epoch [126][2920/3757] lr: 1.000e-04, eta: 1 day, 3:11:39, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9533, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.3232, loss: 2.2765, grad_norm: 10.9409 2021-07-08 22:24:29,749 - mmaction - INFO - Epoch [126][2940/3757] lr: 1.000e-04, eta: 1 day, 3:11:17, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9370, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2751, loss: 2.2121, grad_norm: 10.8600 2021-07-08 22:24:50,885 - mmaction - INFO - Epoch [126][2960/3757] lr: 1.000e-04, eta: 1 day, 3:10:56, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9625, top1_acc: 0.6664, top5_acc: 0.8602, loss_cls: 1.3456, loss: 2.3081, grad_norm: 10.8385 2021-07-08 22:25:12,115 - mmaction - INFO - Epoch [126][2980/3757] lr: 1.000e-04, eta: 1 day, 3:10:34, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9690, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3522, loss: 2.3212, grad_norm: 10.7445 2021-07-08 22:25:34,438 - mmaction - INFO - Epoch [126][3000/3757] lr: 1.000e-04, eta: 1 day, 3:10:13, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 0.9881, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3606, loss: 2.3487, grad_norm: 10.8005 2021-07-08 22:25:55,434 - mmaction - INFO - Epoch [126][3020/3757] lr: 1.000e-04, eta: 1 day, 3:09:51, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 0.9570, top1_acc: 0.6906, top5_acc: 0.8492, loss_cls: 1.3509, loss: 2.3079, grad_norm: 10.7228 2021-07-08 22:26:16,477 - mmaction - INFO - Epoch [126][3040/3757] lr: 1.000e-04, eta: 1 day, 3:09:30, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9996, top1_acc: 0.6695, top5_acc: 0.8414, loss_cls: 1.3865, loss: 2.3861, grad_norm: 11.0747 2021-07-08 22:26:37,906 - mmaction - INFO - Epoch [126][3060/3757] lr: 1.000e-04, eta: 1 day, 3:09:08, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9687, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3598, loss: 2.3285, grad_norm: 11.0470 2021-07-08 22:26:58,947 - mmaction - INFO - Epoch [126][3080/3757] lr: 1.000e-04, eta: 1 day, 3:08:47, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9738, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3508, loss: 2.3247, grad_norm: 10.9095 2021-07-08 22:27:20,077 - mmaction - INFO - Epoch [126][3100/3757] lr: 1.000e-04, eta: 1 day, 3:08:25, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9526, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3313, loss: 2.2839, grad_norm: 11.0043 2021-07-08 22:27:41,405 - mmaction - INFO - Epoch [126][3120/3757] lr: 1.000e-04, eta: 1 day, 3:08:03, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 1.0321, top1_acc: 0.6648, top5_acc: 0.8352, loss_cls: 1.4266, loss: 2.4587, grad_norm: 11.0443 2021-07-08 22:28:02,786 - mmaction - INFO - Epoch [126][3140/3757] lr: 1.000e-04, eta: 1 day, 3:07:42, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 0.9427, top1_acc: 0.6859, top5_acc: 0.8641, loss_cls: 1.2978, loss: 2.2405, grad_norm: 10.6435 2021-07-08 22:28:23,927 - mmaction - INFO - Epoch [126][3160/3757] lr: 1.000e-04, eta: 1 day, 3:07:20, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6703, top5_acc: 0.8516, loss_cls: 1.3179, loss: 2.2760, grad_norm: 10.8914 2021-07-08 22:28:45,039 - mmaction - INFO - Epoch [126][3180/3757] lr: 1.000e-04, eta: 1 day, 3:06:59, time: 1.056, data_time: 0.011, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3576, loss: 2.3382, grad_norm: 10.6328 2021-07-08 22:29:06,286 - mmaction - INFO - Epoch [126][3200/3757] lr: 1.000e-04, eta: 1 day, 3:06:37, time: 1.064, data_time: 0.010, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6516, top5_acc: 0.8594, loss_cls: 1.4068, loss: 2.4284, grad_norm: 11.3613 2021-07-08 22:29:27,400 - mmaction - INFO - Epoch [126][3220/3757] lr: 1.000e-04, eta: 1 day, 3:06:16, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9456, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3242, loss: 2.2698, grad_norm: 10.6564 2021-07-08 22:29:48,555 - mmaction - INFO - Epoch [126][3240/3757] lr: 1.000e-04, eta: 1 day, 3:05:54, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.8982, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2048, loss: 2.1030, grad_norm: 10.7001 2021-07-08 22:30:09,645 - mmaction - INFO - Epoch [126][3260/3757] lr: 1.000e-04, eta: 1 day, 3:05:32, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 0.9711, top1_acc: 0.6711, top5_acc: 0.8477, loss_cls: 1.3789, loss: 2.3501, grad_norm: 11.0123 2021-07-08 22:30:30,766 - mmaction - INFO - Epoch [126][3280/3757] lr: 1.000e-04, eta: 1 day, 3:05:11, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0143, top1_acc: 0.6711, top5_acc: 0.8297, loss_cls: 1.4155, loss: 2.4299, grad_norm: 11.0237 2021-07-08 22:30:51,955 - mmaction - INFO - Epoch [126][3300/3757] lr: 1.000e-04, eta: 1 day, 3:04:49, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9867, top1_acc: 0.6781, top5_acc: 0.8414, loss_cls: 1.4021, loss: 2.3887, grad_norm: 10.9322 2021-07-08 22:31:12,942 - mmaction - INFO - Epoch [126][3320/3757] lr: 1.000e-04, eta: 1 day, 3:04:28, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6539, top5_acc: 0.8461, loss_cls: 1.4096, loss: 2.4069, grad_norm: 11.2654 2021-07-08 22:31:34,222 - mmaction - INFO - Epoch [126][3340/3757] lr: 1.000e-04, eta: 1 day, 3:04:06, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6945, top5_acc: 0.8547, loss_cls: 1.3124, loss: 2.2750, grad_norm: 10.8511 2021-07-08 22:31:55,211 - mmaction - INFO - Epoch [126][3360/3757] lr: 1.000e-04, eta: 1 day, 3:03:44, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9552, top1_acc: 0.6883, top5_acc: 0.8516, loss_cls: 1.3183, loss: 2.2734, grad_norm: 10.6513 2021-07-08 22:32:16,914 - mmaction - INFO - Epoch [126][3380/3757] lr: 1.000e-04, eta: 1 day, 3:03:23, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 0.9615, top1_acc: 0.6883, top5_acc: 0.8625, loss_cls: 1.3035, loss: 2.2650, grad_norm: 10.8663 2021-07-08 22:32:38,469 - mmaction - INFO - Epoch [126][3400/3757] lr: 1.000e-04, eta: 1 day, 3:03:01, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 1.0133, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3490, loss: 2.3623, grad_norm: 11.0304 2021-07-08 22:33:00,431 - mmaction - INFO - Epoch [126][3420/3757] lr: 1.000e-04, eta: 1 day, 3:02:40, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 0.9741, top1_acc: 0.6898, top5_acc: 0.8484, loss_cls: 1.3456, loss: 2.3197, grad_norm: 10.8474 2021-07-08 22:33:21,523 - mmaction - INFO - Epoch [126][3440/3757] lr: 1.000e-04, eta: 1 day, 3:02:18, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3246, loss: 2.2940, grad_norm: 10.7961 2021-07-08 22:33:42,826 - mmaction - INFO - Epoch [126][3460/3757] lr: 1.000e-04, eta: 1 day, 3:01:57, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6906, top5_acc: 0.8570, loss_cls: 1.3384, loss: 2.3283, grad_norm: 11.0513 2021-07-08 22:34:03,795 - mmaction - INFO - Epoch [126][3480/3757] lr: 1.000e-04, eta: 1 day, 3:01:35, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9990, top1_acc: 0.6641, top5_acc: 0.8438, loss_cls: 1.4284, loss: 2.4275, grad_norm: 11.3857 2021-07-08 22:34:24,894 - mmaction - INFO - Epoch [126][3500/3757] lr: 1.000e-04, eta: 1 day, 3:01:14, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9609, top1_acc: 0.6836, top5_acc: 0.8438, loss_cls: 1.3468, loss: 2.3077, grad_norm: 10.9125 2021-07-08 22:34:45,897 - mmaction - INFO - Epoch [126][3520/3757] lr: 1.000e-04, eta: 1 day, 3:00:52, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3527, loss: 2.3357, grad_norm: 10.7526 2021-07-08 22:35:07,057 - mmaction - INFO - Epoch [126][3540/3757] lr: 1.000e-04, eta: 1 day, 3:00:30, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9587, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3407, loss: 2.2994, grad_norm: 11.0621 2021-07-08 22:35:28,292 - mmaction - INFO - Epoch [126][3560/3757] lr: 1.000e-04, eta: 1 day, 3:00:09, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 0.9749, top1_acc: 0.6937, top5_acc: 0.8609, loss_cls: 1.3183, loss: 2.2932, grad_norm: 11.0446 2021-07-08 22:35:49,562 - mmaction - INFO - Epoch [126][3580/3757] lr: 1.000e-04, eta: 1 day, 2:59:47, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0057, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.4289, loss: 2.4346, grad_norm: 11.1301 2021-07-08 22:36:11,048 - mmaction - INFO - Epoch [126][3600/3757] lr: 1.000e-04, eta: 1 day, 2:59:26, time: 1.074, data_time: 0.006, memory: 6921, loss_aux: 0.9776, top1_acc: 0.6586, top5_acc: 0.8500, loss_cls: 1.3588, loss: 2.3363, grad_norm: 10.7739 2021-07-08 22:36:32,460 - mmaction - INFO - Epoch [126][3620/3757] lr: 1.000e-04, eta: 1 day, 2:59:04, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9544, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3260, loss: 2.2804, grad_norm: 10.6154 2021-07-08 22:36:53,624 - mmaction - INFO - Epoch [126][3640/3757] lr: 1.000e-04, eta: 1 day, 2:58:43, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6570, top5_acc: 0.8570, loss_cls: 1.4139, loss: 2.3958, grad_norm: 11.0324 2021-07-08 22:37:14,856 - mmaction - INFO - Epoch [126][3660/3757] lr: 1.000e-04, eta: 1 day, 2:58:21, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9826, top1_acc: 0.6914, top5_acc: 0.8602, loss_cls: 1.3200, loss: 2.3026, grad_norm: 10.5374 2021-07-08 22:37:36,103 - mmaction - INFO - Epoch [126][3680/3757] lr: 1.000e-04, eta: 1 day, 2:58:00, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9262, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2558, loss: 2.1821, grad_norm: 10.5572 2021-07-08 22:37:57,899 - mmaction - INFO - Epoch [126][3700/3757] lr: 1.000e-04, eta: 1 day, 2:57:38, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9247, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2554, loss: 2.1801, grad_norm: 10.7043 2021-07-08 22:38:19,449 - mmaction - INFO - Epoch [126][3720/3757] lr: 1.000e-04, eta: 1 day, 2:57:17, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 0.9338, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2773, loss: 2.2111, grad_norm: 10.4668 2021-07-08 22:38:40,634 - mmaction - INFO - Epoch [126][3740/3757] lr: 1.000e-04, eta: 1 day, 2:56:55, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9679, top1_acc: 0.6961, top5_acc: 0.8516, loss_cls: 1.3136, loss: 2.2816, grad_norm: 10.6119 2021-07-08 22:38:58,993 - mmaction - INFO - Saving checkpoint at 126 epochs 2021-07-08 22:40:01,607 - mmaction - INFO - Epoch [127][20/3757] lr: 1.000e-04, eta: 1 day, 2:56:19, time: 3.055, data_time: 2.014, memory: 6921, loss_aux: 0.9663, top1_acc: 0.6937, top5_acc: 0.8633, loss_cls: 1.2895, loss: 2.2558, grad_norm: 10.6750 2021-07-08 22:40:22,527 - mmaction - INFO - Epoch [127][40/3757] lr: 1.000e-04, eta: 1 day, 2:55:58, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6719, top5_acc: 0.8484, loss_cls: 1.3436, loss: 2.3452, grad_norm: 10.9357 2021-07-08 22:40:43,607 - mmaction - INFO - Epoch [127][60/3757] lr: 1.000e-04, eta: 1 day, 2:55:36, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9885, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3309, loss: 2.3194, grad_norm: 11.1094 2021-07-08 22:41:05,058 - mmaction - INFO - Epoch [127][80/3757] lr: 1.000e-04, eta: 1 day, 2:55:15, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 0.8832, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.2057, loss: 2.0889, grad_norm: 10.5888 2021-07-08 22:41:26,940 - mmaction - INFO - Epoch [127][100/3757] lr: 1.000e-04, eta: 1 day, 2:54:53, time: 1.095, data_time: 0.051, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6703, top5_acc: 0.8555, loss_cls: 1.3582, loss: 2.3432, grad_norm: 11.2669 2021-07-08 22:41:48,184 - mmaction - INFO - Epoch [127][120/3757] lr: 1.000e-04, eta: 1 day, 2:54:31, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9730, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3455, loss: 2.3185, grad_norm: 11.3071 2021-07-08 22:42:09,190 - mmaction - INFO - Epoch [127][140/3757] lr: 1.000e-04, eta: 1 day, 2:54:10, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9350, top1_acc: 0.7180, top5_acc: 0.8633, loss_cls: 1.2603, loss: 2.1953, grad_norm: 10.5533 2021-07-08 22:42:30,268 - mmaction - INFO - Epoch [127][160/3757] lr: 1.000e-04, eta: 1 day, 2:53:48, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9687, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3399, loss: 2.3086, grad_norm: 11.0478 2021-07-08 22:42:51,928 - mmaction - INFO - Epoch [127][180/3757] lr: 1.000e-04, eta: 1 day, 2:53:27, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 1.0147, top1_acc: 0.6570, top5_acc: 0.8375, loss_cls: 1.4286, loss: 2.4432, grad_norm: 11.3446 2021-07-08 22:43:13,198 - mmaction - INFO - Epoch [127][200/3757] lr: 1.000e-04, eta: 1 day, 2:53:05, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9737, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3392, loss: 2.3129, grad_norm: 10.9065 2021-07-08 22:43:34,881 - mmaction - INFO - Epoch [127][220/3757] lr: 1.000e-04, eta: 1 day, 2:52:44, time: 1.087, data_time: 0.006, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3314, loss: 2.2965, grad_norm: 11.0723 2021-07-08 22:43:56,024 - mmaction - INFO - Epoch [127][240/3757] lr: 1.000e-04, eta: 1 day, 2:52:22, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9607, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.3211, loss: 2.2818, grad_norm: 10.6742 2021-07-08 22:44:17,317 - mmaction - INFO - Epoch [127][260/3757] lr: 1.000e-04, eta: 1 day, 2:52:01, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9237, top1_acc: 0.6898, top5_acc: 0.8586, loss_cls: 1.2768, loss: 2.2005, grad_norm: 10.6489 2021-07-08 22:44:38,436 - mmaction - INFO - Epoch [127][280/3757] lr: 1.000e-04, eta: 1 day, 2:51:39, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6766, top5_acc: 0.8477, loss_cls: 1.3683, loss: 2.3614, grad_norm: 10.9545 2021-07-08 22:44:59,369 - mmaction - INFO - Epoch [127][300/3757] lr: 1.000e-04, eta: 1 day, 2:51:17, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 1.0172, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4062, loss: 2.4234, grad_norm: 11.1743 2021-07-08 22:45:21,060 - mmaction - INFO - Epoch [127][320/3757] lr: 1.000e-04, eta: 1 day, 2:50:56, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 0.9342, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2799, loss: 2.2141, grad_norm: 10.7480 2021-07-08 22:45:42,090 - mmaction - INFO - Epoch [127][340/3757] lr: 1.000e-04, eta: 1 day, 2:50:34, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9870, top1_acc: 0.6742, top5_acc: 0.8453, loss_cls: 1.3999, loss: 2.3869, grad_norm: 11.0680 2021-07-08 22:46:02,831 - mmaction - INFO - Epoch [127][360/3757] lr: 1.000e-04, eta: 1 day, 2:50:13, time: 1.036, data_time: 0.003, memory: 6921, loss_aux: 0.9568, top1_acc: 0.6945, top5_acc: 0.8602, loss_cls: 1.3140, loss: 2.2708, grad_norm: 10.7835 2021-07-08 22:46:23,990 - mmaction - INFO - Epoch [127][380/3757] lr: 1.000e-04, eta: 1 day, 2:49:51, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9620, top1_acc: 0.6945, top5_acc: 0.8641, loss_cls: 1.3134, loss: 2.2754, grad_norm: 10.8608 2021-07-08 22:46:45,097 - mmaction - INFO - Epoch [127][400/3757] lr: 1.000e-04, eta: 1 day, 2:49:29, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9904, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3481, loss: 2.3385, grad_norm: 10.8715 2021-07-08 22:47:06,592 - mmaction - INFO - Epoch [127][420/3757] lr: 1.000e-04, eta: 1 day, 2:49:08, time: 1.075, data_time: 0.006, memory: 6921, loss_aux: 0.9797, top1_acc: 0.6656, top5_acc: 0.8445, loss_cls: 1.3821, loss: 2.3618, grad_norm: 11.1773 2021-07-08 22:47:27,872 - mmaction - INFO - Epoch [127][440/3757] lr: 1.000e-04, eta: 1 day, 2:48:46, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9491, top1_acc: 0.6914, top5_acc: 0.8578, loss_cls: 1.3206, loss: 2.2697, grad_norm: 10.6050 2021-07-08 22:47:49,114 - mmaction - INFO - Epoch [127][460/3757] lr: 1.000e-04, eta: 1 day, 2:48:25, time: 1.063, data_time: 0.006, memory: 6921, loss_aux: 0.9302, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2370, loss: 2.1671, grad_norm: 10.7781 2021-07-08 22:48:10,166 - mmaction - INFO - Epoch [127][480/3757] lr: 1.000e-04, eta: 1 day, 2:48:03, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9311, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3001, loss: 2.2312, grad_norm: 10.6580 2021-07-08 22:48:31,149 - mmaction - INFO - Epoch [127][500/3757] lr: 1.000e-04, eta: 1 day, 2:47:42, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9615, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3271, loss: 2.2887, grad_norm: 10.5876 2021-07-08 22:48:52,230 - mmaction - INFO - Epoch [127][520/3757] lr: 1.000e-04, eta: 1 day, 2:47:20, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9741, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3344, loss: 2.3085, grad_norm: 10.9705 2021-07-08 22:49:13,519 - mmaction - INFO - Epoch [127][540/3757] lr: 1.000e-04, eta: 1 day, 2:46:58, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.8919, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2211, loss: 2.1130, grad_norm: 10.6162 2021-07-08 22:49:34,594 - mmaction - INFO - Epoch [127][560/3757] lr: 1.000e-04, eta: 1 day, 2:46:37, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 1.0217, top1_acc: 0.6594, top5_acc: 0.8398, loss_cls: 1.4262, loss: 2.4479, grad_norm: 10.8355 2021-07-08 22:49:56,367 - mmaction - INFO - Epoch [127][580/3757] lr: 1.000e-04, eta: 1 day, 2:46:15, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6758, top5_acc: 0.8578, loss_cls: 1.3526, loss: 2.3144, grad_norm: 10.6726 2021-07-08 22:50:18,259 - mmaction - INFO - Epoch [127][600/3757] lr: 1.000e-04, eta: 1 day, 2:45:54, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9290, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2606, loss: 2.1896, grad_norm: 10.6651 2021-07-08 22:50:39,218 - mmaction - INFO - Epoch [127][620/3757] lr: 1.000e-04, eta: 1 day, 2:45:32, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 0.9706, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3136, loss: 2.2842, grad_norm: 10.5327 2021-07-08 22:51:00,599 - mmaction - INFO - Epoch [127][640/3757] lr: 1.000e-04, eta: 1 day, 2:45:11, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 0.9857, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.3550, loss: 2.3407, grad_norm: 10.9641 2021-07-08 22:51:21,813 - mmaction - INFO - Epoch [127][660/3757] lr: 1.000e-04, eta: 1 day, 2:44:49, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6797, top5_acc: 0.8484, loss_cls: 1.3692, loss: 2.3639, grad_norm: 11.0562 2021-07-08 22:51:42,940 - mmaction - INFO - Epoch [127][680/3757] lr: 1.000e-04, eta: 1 day, 2:44:28, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9843, top1_acc: 0.6703, top5_acc: 0.8375, loss_cls: 1.3873, loss: 2.3716, grad_norm: 11.0832 2021-07-08 22:52:04,208 - mmaction - INFO - Epoch [127][700/3757] lr: 1.000e-04, eta: 1 day, 2:44:06, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0188, top1_acc: 0.6484, top5_acc: 0.8305, loss_cls: 1.4877, loss: 2.5065, grad_norm: 11.2031 2021-07-08 22:52:25,495 - mmaction - INFO - Epoch [127][720/3757] lr: 1.000e-04, eta: 1 day, 2:43:44, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9955, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3901, loss: 2.3855, grad_norm: 10.9611 2021-07-08 22:52:47,022 - mmaction - INFO - Epoch [127][740/3757] lr: 1.000e-04, eta: 1 day, 2:43:23, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.2755, loss: 2.2369, grad_norm: 10.8856 2021-07-08 22:53:08,158 - mmaction - INFO - Epoch [127][760/3757] lr: 1.000e-04, eta: 1 day, 2:43:01, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9042, top1_acc: 0.6922, top5_acc: 0.8781, loss_cls: 1.2351, loss: 2.1394, grad_norm: 10.4608 2021-07-08 22:53:29,283 - mmaction - INFO - Epoch [127][780/3757] lr: 1.000e-04, eta: 1 day, 2:42:40, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9759, top1_acc: 0.6969, top5_acc: 0.8500, loss_cls: 1.3476, loss: 2.3235, grad_norm: 10.8867 2021-07-08 22:53:50,471 - mmaction - INFO - Epoch [127][800/3757] lr: 1.000e-04, eta: 1 day, 2:42:18, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9427, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2835, loss: 2.2262, grad_norm: 11.0362 2021-07-08 22:54:11,806 - mmaction - INFO - Epoch [127][820/3757] lr: 1.000e-04, eta: 1 day, 2:41:57, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.3180, loss: 2.3168, grad_norm: 10.7431 2021-07-08 22:54:32,990 - mmaction - INFO - Epoch [127][840/3757] lr: 1.000e-04, eta: 1 day, 2:41:35, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0521, top1_acc: 0.6617, top5_acc: 0.8406, loss_cls: 1.4523, loss: 2.5044, grad_norm: 11.1396 2021-07-08 22:54:54,194 - mmaction - INFO - Epoch [127][860/3757] lr: 1.000e-04, eta: 1 day, 2:41:14, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.3039, loss: 2.2930, grad_norm: 11.0019 2021-07-08 22:55:15,382 - mmaction - INFO - Epoch [127][880/3757] lr: 1.000e-04, eta: 1 day, 2:40:52, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 1.0020, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3684, loss: 2.3704, grad_norm: 11.2920 2021-07-08 22:55:37,421 - mmaction - INFO - Epoch [127][900/3757] lr: 1.000e-04, eta: 1 day, 2:40:31, time: 1.102, data_time: 0.004, memory: 6921, loss_aux: 0.9364, top1_acc: 0.6758, top5_acc: 0.8617, loss_cls: 1.2696, loss: 2.2060, grad_norm: 10.7918 2021-07-08 22:55:58,579 - mmaction - INFO - Epoch [127][920/3757] lr: 1.000e-04, eta: 1 day, 2:40:09, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9411, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3127, loss: 2.2539, grad_norm: 10.8740 2021-07-08 22:56:19,506 - mmaction - INFO - Epoch [127][940/3757] lr: 1.000e-04, eta: 1 day, 2:39:47, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 1.0510, top1_acc: 0.6641, top5_acc: 0.8383, loss_cls: 1.4544, loss: 2.5054, grad_norm: 11.0862 2021-07-08 22:56:40,523 - mmaction - INFO - Epoch [127][960/3757] lr: 1.000e-04, eta: 1 day, 2:39:26, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9399, top1_acc: 0.6828, top5_acc: 0.8492, loss_cls: 1.3238, loss: 2.2637, grad_norm: 10.6943 2021-07-08 22:57:01,685 - mmaction - INFO - Epoch [127][980/3757] lr: 1.000e-04, eta: 1 day, 2:39:04, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0093, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.4308, loss: 2.4400, grad_norm: 11.0660 2021-07-08 22:57:23,446 - mmaction - INFO - Epoch [127][1000/3757] lr: 1.000e-04, eta: 1 day, 2:38:43, time: 1.088, data_time: 0.041, memory: 6921, loss_aux: 0.9200, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2573, loss: 2.1773, grad_norm: 10.7163 2021-07-08 22:57:44,552 - mmaction - INFO - Epoch [127][1020/3757] lr: 1.000e-04, eta: 1 day, 2:38:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9554, top1_acc: 0.6875, top5_acc: 0.8734, loss_cls: 1.2797, loss: 2.2352, grad_norm: 10.6163 2021-07-08 22:58:05,767 - mmaction - INFO - Epoch [127][1040/3757] lr: 1.000e-04, eta: 1 day, 2:37:59, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9700, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3261, loss: 2.2960, grad_norm: 10.9533 2021-07-08 22:58:26,744 - mmaction - INFO - Epoch [127][1060/3757] lr: 1.000e-04, eta: 1 day, 2:37:38, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6867, top5_acc: 0.8531, loss_cls: 1.3373, loss: 2.3023, grad_norm: 10.8122 2021-07-08 22:58:48,337 - mmaction - INFO - Epoch [127][1080/3757] lr: 1.000e-04, eta: 1 day, 2:37:16, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9440, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2774, loss: 2.2214, grad_norm: 10.8408 2021-07-08 22:59:09,365 - mmaction - INFO - Epoch [127][1100/3757] lr: 1.000e-04, eta: 1 day, 2:36:55, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2925, loss: 2.2543, grad_norm: 10.7456 2021-07-08 22:59:30,494 - mmaction - INFO - Epoch [127][1120/3757] lr: 1.000e-04, eta: 1 day, 2:36:33, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9647, top1_acc: 0.6695, top5_acc: 0.8570, loss_cls: 1.3492, loss: 2.3139, grad_norm: 10.9334 2021-07-08 22:59:52,354 - mmaction - INFO - Epoch [127][1140/3757] lr: 1.000e-04, eta: 1 day, 2:36:12, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3594, loss: 2.3350, grad_norm: 10.5321 2021-07-08 23:00:13,542 - mmaction - INFO - Epoch [127][1160/3757] lr: 1.000e-04, eta: 1 day, 2:35:50, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9481, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.3289, loss: 2.2769, grad_norm: 10.7130 2021-07-08 23:00:34,690 - mmaction - INFO - Epoch [127][1180/3757] lr: 1.000e-04, eta: 1 day, 2:35:29, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9212, top1_acc: 0.6984, top5_acc: 0.8758, loss_cls: 1.2529, loss: 2.1741, grad_norm: 10.4790 2021-07-08 23:00:55,883 - mmaction - INFO - Epoch [127][1200/3757] lr: 1.000e-04, eta: 1 day, 2:35:07, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9340, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2371, loss: 2.1711, grad_norm: 10.5335 2021-07-08 23:01:17,006 - mmaction - INFO - Epoch [127][1220/3757] lr: 1.000e-04, eta: 1 day, 2:34:45, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3256, loss: 2.3223, grad_norm: 10.9883 2021-07-08 23:01:38,461 - mmaction - INFO - Epoch [127][1240/3757] lr: 1.000e-04, eta: 1 day, 2:34:24, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6742, top5_acc: 0.8531, loss_cls: 1.3744, loss: 2.3522, grad_norm: 11.2512 2021-07-08 23:01:59,688 - mmaction - INFO - Epoch [127][1260/3757] lr: 1.000e-04, eta: 1 day, 2:34:02, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6844, top5_acc: 0.8484, loss_cls: 1.3538, loss: 2.3312, grad_norm: 10.9574 2021-07-08 23:02:20,884 - mmaction - INFO - Epoch [127][1280/3757] lr: 1.000e-04, eta: 1 day, 2:33:41, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9546, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2445, loss: 2.1991, grad_norm: 10.7139 2021-07-08 23:02:41,860 - mmaction - INFO - Epoch [127][1300/3757] lr: 1.000e-04, eta: 1 day, 2:33:19, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6656, top5_acc: 0.8375, loss_cls: 1.4275, loss: 2.4287, grad_norm: 11.1495 2021-07-08 23:03:03,754 - mmaction - INFO - Epoch [127][1320/3757] lr: 1.000e-04, eta: 1 day, 2:32:58, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 0.9457, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.3088, loss: 2.2545, grad_norm: 10.3305 2021-07-08 23:03:25,068 - mmaction - INFO - Epoch [127][1340/3757] lr: 1.000e-04, eta: 1 day, 2:32:36, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9930, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3729, loss: 2.3659, grad_norm: 10.8293 2021-07-08 23:03:46,789 - mmaction - INFO - Epoch [127][1360/3757] lr: 1.000e-04, eta: 1 day, 2:32:15, time: 1.087, data_time: 0.049, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3413, loss: 2.3305, grad_norm: 10.9640 2021-07-08 23:04:07,864 - mmaction - INFO - Epoch [127][1380/3757] lr: 1.000e-04, eta: 1 day, 2:31:53, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9350, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2798, loss: 2.2149, grad_norm: 10.9379 2021-07-08 23:04:28,894 - mmaction - INFO - Epoch [127][1400/3757] lr: 1.000e-04, eta: 1 day, 2:31:31, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9439, top1_acc: 0.6969, top5_acc: 0.8633, loss_cls: 1.3061, loss: 2.2500, grad_norm: 10.9527 2021-07-08 23:04:50,165 - mmaction - INFO - Epoch [127][1420/3757] lr: 1.000e-04, eta: 1 day, 2:31:10, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9429, top1_acc: 0.7008, top5_acc: 0.8609, loss_cls: 1.2952, loss: 2.2381, grad_norm: 10.7889 2021-07-08 23:05:11,382 - mmaction - INFO - Epoch [127][1440/3757] lr: 1.000e-04, eta: 1 day, 2:30:48, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0085, top1_acc: 0.6711, top5_acc: 0.8633, loss_cls: 1.3557, loss: 2.3641, grad_norm: 11.1332 2021-07-08 23:05:32,540 - mmaction - INFO - Epoch [127][1460/3757] lr: 1.000e-04, eta: 1 day, 2:30:27, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9997, top1_acc: 0.6516, top5_acc: 0.8375, loss_cls: 1.4203, loss: 2.4200, grad_norm: 11.2412 2021-07-08 23:05:53,708 - mmaction - INFO - Epoch [127][1480/3757] lr: 1.000e-04, eta: 1 day, 2:30:05, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9463, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.2533, loss: 2.1996, grad_norm: 10.6924 2021-07-08 23:06:15,943 - mmaction - INFO - Epoch [127][1500/3757] lr: 1.000e-04, eta: 1 day, 2:29:44, time: 1.111, data_time: 0.061, memory: 6921, loss_aux: 0.9800, top1_acc: 0.6992, top5_acc: 0.8562, loss_cls: 1.2945, loss: 2.2745, grad_norm: 10.6786 2021-07-08 23:06:37,057 - mmaction - INFO - Epoch [127][1520/3757] lr: 1.000e-04, eta: 1 day, 2:29:22, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3522, loss: 2.3301, grad_norm: 10.9415 2021-07-08 23:06:58,105 - mmaction - INFO - Epoch [127][1540/3757] lr: 1.000e-04, eta: 1 day, 2:29:01, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9388, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.3018, loss: 2.2406, grad_norm: 10.6996 2021-07-08 23:07:19,365 - mmaction - INFO - Epoch [127][1560/3757] lr: 1.000e-04, eta: 1 day, 2:28:39, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9769, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.3084, loss: 2.2853, grad_norm: 10.9778 2021-07-08 23:07:40,357 - mmaction - INFO - Epoch [127][1580/3757] lr: 1.000e-04, eta: 1 day, 2:28:17, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0332, top1_acc: 0.6680, top5_acc: 0.8398, loss_cls: 1.4375, loss: 2.4707, grad_norm: 11.0319 2021-07-08 23:08:01,387 - mmaction - INFO - Epoch [127][1600/3757] lr: 1.000e-04, eta: 1 day, 2:27:56, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9984, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3780, loss: 2.3764, grad_norm: 11.0497 2021-07-08 23:08:22,653 - mmaction - INFO - Epoch [127][1620/3757] lr: 1.000e-04, eta: 1 day, 2:27:34, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6727, top5_acc: 0.8469, loss_cls: 1.3939, loss: 2.3759, grad_norm: 11.1533 2021-07-08 23:08:43,800 - mmaction - INFO - Epoch [127][1640/3757] lr: 1.000e-04, eta: 1 day, 2:27:13, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9466, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3061, loss: 2.2527, grad_norm: 10.3947 2021-07-08 23:09:04,824 - mmaction - INFO - Epoch [127][1660/3757] lr: 1.000e-04, eta: 1 day, 2:26:51, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9636, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3129, loss: 2.2765, grad_norm: 10.8736 2021-07-08 23:09:26,306 - mmaction - INFO - Epoch [127][1680/3757] lr: 1.000e-04, eta: 1 day, 2:26:30, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 1.0183, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.4070, loss: 2.4253, grad_norm: 11.1102 2021-07-08 23:09:47,783 - mmaction - INFO - Epoch [127][1700/3757] lr: 1.000e-04, eta: 1 day, 2:26:08, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9568, top1_acc: 0.7047, top5_acc: 0.8602, loss_cls: 1.2813, loss: 2.2381, grad_norm: 10.6098 2021-07-08 23:10:08,995 - mmaction - INFO - Epoch [127][1720/3757] lr: 1.000e-04, eta: 1 day, 2:25:46, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.3412, loss: 2.3217, grad_norm: 10.9704 2021-07-08 23:10:30,065 - mmaction - INFO - Epoch [127][1740/3757] lr: 1.000e-04, eta: 1 day, 2:25:25, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.8993, top1_acc: 0.7063, top5_acc: 0.8672, loss_cls: 1.2497, loss: 2.1490, grad_norm: 10.6026 2021-07-08 23:10:51,392 - mmaction - INFO - Epoch [127][1760/3757] lr: 1.000e-04, eta: 1 day, 2:25:03, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9689, top1_acc: 0.7047, top5_acc: 0.8547, loss_cls: 1.3113, loss: 2.2802, grad_norm: 10.5027 2021-07-08 23:11:12,490 - mmaction - INFO - Epoch [127][1780/3757] lr: 1.000e-04, eta: 1 day, 2:24:42, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9745, top1_acc: 0.6961, top5_acc: 0.8547, loss_cls: 1.3179, loss: 2.2924, grad_norm: 10.8121 2021-07-08 23:11:33,561 - mmaction - INFO - Epoch [127][1800/3757] lr: 1.000e-04, eta: 1 day, 2:24:20, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9259, top1_acc: 0.6969, top5_acc: 0.8594, loss_cls: 1.2836, loss: 2.2095, grad_norm: 10.8266 2021-07-08 23:11:56,104 - mmaction - INFO - Epoch [127][1820/3757] lr: 1.000e-04, eta: 1 day, 2:23:59, time: 1.128, data_time: 0.004, memory: 6921, loss_aux: 0.9781, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3565, loss: 2.3346, grad_norm: 11.1474 2021-07-08 23:12:16,952 - mmaction - INFO - Epoch [127][1840/3757] lr: 1.000e-04, eta: 1 day, 2:23:37, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9501, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.3129, loss: 2.2630, grad_norm: 10.9969 2021-07-08 23:12:38,144 - mmaction - INFO - Epoch [127][1860/3757] lr: 1.000e-04, eta: 1 day, 2:23:16, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9812, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3794, loss: 2.3605, grad_norm: 11.4580 2021-07-08 23:12:59,274 - mmaction - INFO - Epoch [127][1880/3757] lr: 1.000e-04, eta: 1 day, 2:22:54, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9429, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.2809, loss: 2.2238, grad_norm: 10.1703 2021-07-08 23:13:20,995 - mmaction - INFO - Epoch [127][1900/3757] lr: 1.000e-04, eta: 1 day, 2:22:32, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 0.9448, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2895, loss: 2.2343, grad_norm: 10.7030 2021-07-08 23:13:42,504 - mmaction - INFO - Epoch [127][1920/3757] lr: 1.000e-04, eta: 1 day, 2:22:11, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9211, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2163, loss: 2.1375, grad_norm: 10.7635 2021-07-08 23:14:03,682 - mmaction - INFO - Epoch [127][1940/3757] lr: 1.000e-04, eta: 1 day, 2:21:49, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9639, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3572, loss: 2.3212, grad_norm: 11.0057 2021-07-08 23:14:24,946 - mmaction - INFO - Epoch [127][1960/3757] lr: 1.000e-04, eta: 1 day, 2:21:28, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.3185, loss: 2.2743, grad_norm: 10.8958 2021-07-08 23:14:46,053 - mmaction - INFO - Epoch [127][1980/3757] lr: 1.000e-04, eta: 1 day, 2:21:06, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9511, top1_acc: 0.6875, top5_acc: 0.8539, loss_cls: 1.2967, loss: 2.2478, grad_norm: 10.6004 2021-07-08 23:15:07,180 - mmaction - INFO - Epoch [127][2000/3757] lr: 1.000e-04, eta: 1 day, 2:20:45, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9791, top1_acc: 0.6656, top5_acc: 0.8570, loss_cls: 1.3848, loss: 2.3640, grad_norm: 10.8982 2021-07-08 23:15:28,985 - mmaction - INFO - Epoch [127][2020/3757] lr: 1.000e-04, eta: 1 day, 2:20:23, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 0.9852, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3865, loss: 2.3718, grad_norm: 11.0738 2021-07-08 23:15:50,070 - mmaction - INFO - Epoch [127][2040/3757] lr: 1.000e-04, eta: 1 day, 2:20:02, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 0.9629, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.3139, loss: 2.2768, grad_norm: 10.9619 2021-07-08 23:16:11,248 - mmaction - INFO - Epoch [127][2060/3757] lr: 1.000e-04, eta: 1 day, 2:19:40, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9664, top1_acc: 0.6844, top5_acc: 0.8500, loss_cls: 1.3376, loss: 2.3040, grad_norm: 10.7402 2021-07-08 23:16:32,201 - mmaction - INFO - Epoch [127][2080/3757] lr: 1.000e-04, eta: 1 day, 2:19:18, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9370, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2810, loss: 2.2179, grad_norm: 10.5192 2021-07-08 23:16:53,591 - mmaction - INFO - Epoch [127][2100/3757] lr: 1.000e-04, eta: 1 day, 2:18:57, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9680, top1_acc: 0.6891, top5_acc: 0.8758, loss_cls: 1.3002, loss: 2.2681, grad_norm: 10.8131 2021-07-08 23:17:15,007 - mmaction - INFO - Epoch [127][2120/3757] lr: 1.000e-04, eta: 1 day, 2:18:35, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9742, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3387, loss: 2.3130, grad_norm: 11.0554 2021-07-08 23:17:36,113 - mmaction - INFO - Epoch [127][2140/3757] lr: 1.000e-04, eta: 1 day, 2:18:14, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9698, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.2861, loss: 2.2559, grad_norm: 10.6937 2021-07-08 23:17:57,483 - mmaction - INFO - Epoch [127][2160/3757] lr: 1.000e-04, eta: 1 day, 2:17:52, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9072, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2235, loss: 2.1307, grad_norm: 10.4674 2021-07-08 23:18:19,793 - mmaction - INFO - Epoch [127][2180/3757] lr: 1.000e-04, eta: 1 day, 2:17:31, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 0.9358, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.2843, loss: 2.2202, grad_norm: 10.5608 2021-07-08 23:18:40,862 - mmaction - INFO - Epoch [127][2200/3757] lr: 1.000e-04, eta: 1 day, 2:17:09, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9768, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.3583, loss: 2.3351, grad_norm: 10.5707 2021-07-08 23:19:01,891 - mmaction - INFO - Epoch [127][2220/3757] lr: 1.000e-04, eta: 1 day, 2:16:48, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9730, top1_acc: 0.6734, top5_acc: 0.8453, loss_cls: 1.3919, loss: 2.3649, grad_norm: 10.9302 2021-07-08 23:19:22,832 - mmaction - INFO - Epoch [127][2240/3757] lr: 1.000e-04, eta: 1 day, 2:16:26, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9521, top1_acc: 0.7008, top5_acc: 0.8531, loss_cls: 1.2768, loss: 2.2289, grad_norm: 10.6482 2021-07-08 23:19:44,272 - mmaction - INFO - Epoch [127][2260/3757] lr: 1.000e-04, eta: 1 day, 2:16:04, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9964, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3682, loss: 2.3647, grad_norm: 11.1828 2021-07-08 23:20:05,324 - mmaction - INFO - Epoch [127][2280/3757] lr: 1.000e-04, eta: 1 day, 2:15:43, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9402, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2746, loss: 2.2147, grad_norm: 10.6234 2021-07-08 23:20:26,608 - mmaction - INFO - Epoch [127][2300/3757] lr: 1.000e-04, eta: 1 day, 2:15:21, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3107, loss: 2.2764, grad_norm: 10.8409 2021-07-08 23:20:47,678 - mmaction - INFO - Epoch [127][2320/3757] lr: 1.000e-04, eta: 1 day, 2:15:00, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9925, top1_acc: 0.6742, top5_acc: 0.8445, loss_cls: 1.3853, loss: 2.3778, grad_norm: 10.9605 2021-07-08 23:21:08,902 - mmaction - INFO - Epoch [127][2340/3757] lr: 1.000e-04, eta: 1 day, 2:14:38, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9131, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.2273, loss: 2.1404, grad_norm: 10.7903 2021-07-08 23:21:30,396 - mmaction - INFO - Epoch [127][2360/3757] lr: 1.000e-04, eta: 1 day, 2:14:17, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6711, top5_acc: 0.8367, loss_cls: 1.4065, loss: 2.4004, grad_norm: 10.7454 2021-07-08 23:21:51,765 - mmaction - INFO - Epoch [127][2380/3757] lr: 1.000e-04, eta: 1 day, 2:13:55, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9527, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2820, loss: 2.2347, grad_norm: 10.7395 2021-07-08 23:22:12,858 - mmaction - INFO - Epoch [127][2400/3757] lr: 1.000e-04, eta: 1 day, 2:13:34, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9418, top1_acc: 0.6969, top5_acc: 0.8719, loss_cls: 1.2403, loss: 2.1821, grad_norm: 10.6841 2021-07-08 23:22:34,477 - mmaction - INFO - Epoch [127][2420/3757] lr: 1.000e-04, eta: 1 day, 2:13:12, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 0.9861, top1_acc: 0.6687, top5_acc: 0.8391, loss_cls: 1.3953, loss: 2.3814, grad_norm: 10.9140 2021-07-08 23:22:55,508 - mmaction - INFO - Epoch [127][2440/3757] lr: 1.000e-04, eta: 1 day, 2:12:50, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6773, top5_acc: 0.8484, loss_cls: 1.3326, loss: 2.2954, grad_norm: 10.7126 2021-07-08 23:23:16,718 - mmaction - INFO - Epoch [127][2460/3757] lr: 1.000e-04, eta: 1 day, 2:12:29, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9663, top1_acc: 0.6844, top5_acc: 0.8516, loss_cls: 1.3463, loss: 2.3126, grad_norm: 10.9149 2021-07-08 23:23:38,302 - mmaction - INFO - Epoch [127][2480/3757] lr: 1.000e-04, eta: 1 day, 2:12:07, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9748, top1_acc: 0.6664, top5_acc: 0.8539, loss_cls: 1.3703, loss: 2.3451, grad_norm: 11.5764 2021-07-08 23:23:59,975 - mmaction - INFO - Epoch [127][2500/3757] lr: 1.000e-04, eta: 1 day, 2:11:46, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9320, top1_acc: 0.6984, top5_acc: 0.8633, loss_cls: 1.2581, loss: 2.1901, grad_norm: 10.4665 2021-07-08 23:24:20,970 - mmaction - INFO - Epoch [127][2520/3757] lr: 1.000e-04, eta: 1 day, 2:11:24, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9856, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3663, loss: 2.3519, grad_norm: 10.7015 2021-07-08 23:24:42,020 - mmaction - INFO - Epoch [127][2540/3757] lr: 1.000e-04, eta: 1 day, 2:11:03, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 1.0123, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.3829, loss: 2.3952, grad_norm: 11.0673 2021-07-08 23:25:03,985 - mmaction - INFO - Epoch [127][2560/3757] lr: 1.000e-04, eta: 1 day, 2:10:41, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 0.9455, top1_acc: 0.6977, top5_acc: 0.8633, loss_cls: 1.2498, loss: 2.1953, grad_norm: 10.4610 2021-07-08 23:25:25,059 - mmaction - INFO - Epoch [127][2580/3757] lr: 1.000e-04, eta: 1 day, 2:10:20, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.3923, loss: 2.3982, grad_norm: 11.3160 2021-07-08 23:25:46,482 - mmaction - INFO - Epoch [127][2600/3757] lr: 1.000e-04, eta: 1 day, 2:09:58, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9211, top1_acc: 0.6914, top5_acc: 0.8570, loss_cls: 1.2777, loss: 2.1988, grad_norm: 10.5233 2021-07-08 23:26:08,189 - mmaction - INFO - Epoch [127][2620/3757] lr: 1.000e-04, eta: 1 day, 2:09:37, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9195, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2385, loss: 2.1580, grad_norm: 10.5442 2021-07-08 23:26:30,022 - mmaction - INFO - Epoch [127][2640/3757] lr: 1.000e-04, eta: 1 day, 2:09:15, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9359, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2809, loss: 2.2168, grad_norm: 10.7622 2021-07-08 23:26:51,031 - mmaction - INFO - Epoch [127][2660/3757] lr: 1.000e-04, eta: 1 day, 2:08:54, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9365, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2183, loss: 2.1548, grad_norm: 10.6244 2021-07-08 23:27:12,211 - mmaction - INFO - Epoch [127][2680/3757] lr: 1.000e-04, eta: 1 day, 2:08:32, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9867, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3685, loss: 2.3552, grad_norm: 11.2341 2021-07-08 23:27:33,192 - mmaction - INFO - Epoch [127][2700/3757] lr: 1.000e-04, eta: 1 day, 2:08:10, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9689, top1_acc: 0.6750, top5_acc: 0.8586, loss_cls: 1.3295, loss: 2.2984, grad_norm: 10.9491 2021-07-08 23:27:54,128 - mmaction - INFO - Epoch [127][2720/3757] lr: 1.000e-04, eta: 1 day, 2:07:49, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 0.9606, top1_acc: 0.6766, top5_acc: 0.8633, loss_cls: 1.2990, loss: 2.2596, grad_norm: 10.6834 2021-07-08 23:28:16,072 - mmaction - INFO - Epoch [127][2740/3757] lr: 1.000e-04, eta: 1 day, 2:07:27, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9182, top1_acc: 0.7094, top5_acc: 0.8664, loss_cls: 1.2363, loss: 2.1545, grad_norm: 10.2702 2021-07-08 23:28:37,618 - mmaction - INFO - Epoch [127][2760/3757] lr: 1.000e-04, eta: 1 day, 2:07:06, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6937, top5_acc: 0.8578, loss_cls: 1.3263, loss: 2.2884, grad_norm: 10.6433 2021-07-08 23:28:58,965 - mmaction - INFO - Epoch [127][2780/3757] lr: 1.000e-04, eta: 1 day, 2:06:44, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0407, top1_acc: 0.6547, top5_acc: 0.8344, loss_cls: 1.4484, loss: 2.4891, grad_norm: 11.2510 2021-07-08 23:29:20,149 - mmaction - INFO - Epoch [127][2800/3757] lr: 1.000e-04, eta: 1 day, 2:06:23, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9738, top1_acc: 0.6781, top5_acc: 0.8562, loss_cls: 1.3287, loss: 2.3025, grad_norm: 10.8525 2021-07-08 23:29:41,483 - mmaction - INFO - Epoch [127][2820/3757] lr: 1.000e-04, eta: 1 day, 2:06:01, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3312, loss: 2.3001, grad_norm: 10.8763 2021-07-08 23:30:02,593 - mmaction - INFO - Epoch [127][2840/3757] lr: 1.000e-04, eta: 1 day, 2:05:40, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9615, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2907, loss: 2.2522, grad_norm: 10.6741 2021-07-08 23:30:23,678 - mmaction - INFO - Epoch [127][2860/3757] lr: 1.000e-04, eta: 1 day, 2:05:18, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9990, top1_acc: 0.6594, top5_acc: 0.8594, loss_cls: 1.3740, loss: 2.3730, grad_norm: 10.9848 2021-07-08 23:30:44,914 - mmaction - INFO - Epoch [127][2880/3757] lr: 1.000e-04, eta: 1 day, 2:04:56, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9352, top1_acc: 0.6914, top5_acc: 0.8547, loss_cls: 1.3063, loss: 2.2415, grad_norm: 10.9624 2021-07-08 23:31:06,637 - mmaction - INFO - Epoch [127][2900/3757] lr: 1.000e-04, eta: 1 day, 2:04:35, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9401, top1_acc: 0.6813, top5_acc: 0.8695, loss_cls: 1.2770, loss: 2.2172, grad_norm: 10.6644 2021-07-08 23:31:28,066 - mmaction - INFO - Epoch [127][2920/3757] lr: 1.000e-04, eta: 1 day, 2:04:13, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.3415, loss: 2.3032, grad_norm: 10.9587 2021-07-08 23:31:49,187 - mmaction - INFO - Epoch [127][2940/3757] lr: 1.000e-04, eta: 1 day, 2:03:52, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9280, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2469, loss: 2.1749, grad_norm: 10.6471 2021-07-08 23:32:10,034 - mmaction - INFO - Epoch [127][2960/3757] lr: 1.000e-04, eta: 1 day, 2:03:30, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 0.9439, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2743, loss: 2.2182, grad_norm: 10.5086 2021-07-08 23:32:31,458 - mmaction - INFO - Epoch [127][2980/3757] lr: 1.000e-04, eta: 1 day, 2:03:09, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9935, top1_acc: 0.6578, top5_acc: 0.8477, loss_cls: 1.4113, loss: 2.4048, grad_norm: 11.4264 2021-07-08 23:32:52,658 - mmaction - INFO - Epoch [127][3000/3757] lr: 1.000e-04, eta: 1 day, 2:02:47, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0457, top1_acc: 0.6508, top5_acc: 0.8352, loss_cls: 1.4792, loss: 2.5249, grad_norm: 11.2372 2021-07-08 23:33:13,928 - mmaction - INFO - Epoch [127][3020/3757] lr: 1.000e-04, eta: 1 day, 2:02:25, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9378, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.3076, loss: 2.2454, grad_norm: 10.7586 2021-07-08 23:33:35,264 - mmaction - INFO - Epoch [127][3040/3757] lr: 1.000e-04, eta: 1 day, 2:02:04, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 0.9676, top1_acc: 0.6727, top5_acc: 0.8469, loss_cls: 1.3470, loss: 2.3146, grad_norm: 11.0113 2021-07-08 23:33:56,493 - mmaction - INFO - Epoch [127][3060/3757] lr: 1.000e-04, eta: 1 day, 2:01:42, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9778, top1_acc: 0.6820, top5_acc: 0.8500, loss_cls: 1.3289, loss: 2.3067, grad_norm: 10.6518 2021-07-08 23:34:18,332 - mmaction - INFO - Epoch [127][3080/3757] lr: 1.000e-04, eta: 1 day, 2:01:21, time: 1.092, data_time: 0.006, memory: 6921, loss_aux: 0.9543, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.2927, loss: 2.2471, grad_norm: 10.9560 2021-07-08 23:34:39,497 - mmaction - INFO - Epoch [127][3100/3757] lr: 1.000e-04, eta: 1 day, 2:00:59, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9233, top1_acc: 0.7141, top5_acc: 0.8695, loss_cls: 1.2205, loss: 2.1439, grad_norm: 10.3951 2021-07-08 23:35:00,733 - mmaction - INFO - Epoch [127][3120/3757] lr: 1.000e-04, eta: 1 day, 2:00:38, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6797, top5_acc: 0.8570, loss_cls: 1.3126, loss: 2.2753, grad_norm: 10.6987 2021-07-08 23:35:22,060 - mmaction - INFO - Epoch [127][3140/3757] lr: 1.000e-04, eta: 1 day, 2:00:16, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9957, top1_acc: 0.6602, top5_acc: 0.8523, loss_cls: 1.3799, loss: 2.3756, grad_norm: 10.8492 2021-07-08 23:35:42,984 - mmaction - INFO - Epoch [127][3160/3757] lr: 1.000e-04, eta: 1 day, 1:59:55, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 1.0169, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.3949, loss: 2.4119, grad_norm: 11.0767 2021-07-08 23:36:04,175 - mmaction - INFO - Epoch [127][3180/3757] lr: 1.000e-04, eta: 1 day, 1:59:33, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3309, loss: 2.3080, grad_norm: 11.0549 2021-07-08 23:36:25,247 - mmaction - INFO - Epoch [127][3200/3757] lr: 1.000e-04, eta: 1 day, 1:59:11, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9590, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2600, loss: 2.2189, grad_norm: 10.6468 2021-07-08 23:36:46,358 - mmaction - INFO - Epoch [127][3220/3757] lr: 1.000e-04, eta: 1 day, 1:58:50, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9408, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2897, loss: 2.2304, grad_norm: 10.9583 2021-07-08 23:37:07,685 - mmaction - INFO - Epoch [127][3240/3757] lr: 1.000e-04, eta: 1 day, 1:58:28, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9500, top1_acc: 0.6992, top5_acc: 0.8688, loss_cls: 1.2854, loss: 2.2354, grad_norm: 11.0215 2021-07-08 23:37:29,480 - mmaction - INFO - Epoch [127][3260/3757] lr: 1.000e-04, eta: 1 day, 1:58:07, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 0.8982, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2215, loss: 2.1197, grad_norm: 10.5155 2021-07-08 23:37:50,464 - mmaction - INFO - Epoch [127][3280/3757] lr: 1.000e-04, eta: 1 day, 1:57:45, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9940, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3557, loss: 2.3497, grad_norm: 11.0813 2021-07-08 23:38:11,509 - mmaction - INFO - Epoch [127][3300/3757] lr: 1.000e-04, eta: 1 day, 1:57:24, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.3292, loss: 2.2905, grad_norm: 10.8340 2021-07-08 23:38:32,775 - mmaction - INFO - Epoch [127][3320/3757] lr: 1.000e-04, eta: 1 day, 1:57:02, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3659, loss: 2.3668, grad_norm: 11.1294 2021-07-08 23:38:54,231 - mmaction - INFO - Epoch [127][3340/3757] lr: 1.000e-04, eta: 1 day, 1:56:41, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9274, top1_acc: 0.7086, top5_acc: 0.8609, loss_cls: 1.2525, loss: 2.1800, grad_norm: 10.7816 2021-07-08 23:39:15,322 - mmaction - INFO - Epoch [127][3360/3757] lr: 1.000e-04, eta: 1 day, 1:56:19, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.2856, loss: 2.2438, grad_norm: 10.8248 2021-07-08 23:39:36,442 - mmaction - INFO - Epoch [127][3380/3757] lr: 1.000e-04, eta: 1 day, 1:55:57, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9226, top1_acc: 0.6813, top5_acc: 0.8477, loss_cls: 1.3166, loss: 2.2392, grad_norm: 10.6770 2021-07-08 23:39:57,555 - mmaction - INFO - Epoch [127][3400/3757] lr: 1.000e-04, eta: 1 day, 1:55:36, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6977, top5_acc: 0.8578, loss_cls: 1.3222, loss: 2.2874, grad_norm: 10.7743 2021-07-08 23:40:18,608 - mmaction - INFO - Epoch [127][3420/3757] lr: 1.000e-04, eta: 1 day, 1:55:14, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9501, top1_acc: 0.6594, top5_acc: 0.8602, loss_cls: 1.3212, loss: 2.2713, grad_norm: 10.9852 2021-07-08 23:40:40,072 - mmaction - INFO - Epoch [127][3440/3757] lr: 1.000e-04, eta: 1 day, 1:54:53, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 1.0075, top1_acc: 0.6695, top5_acc: 0.8422, loss_cls: 1.3967, loss: 2.4043, grad_norm: 11.0984 2021-07-08 23:41:01,315 - mmaction - INFO - Epoch [127][3460/3757] lr: 1.000e-04, eta: 1 day, 1:54:31, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9662, top1_acc: 0.6859, top5_acc: 0.8555, loss_cls: 1.2938, loss: 2.2601, grad_norm: 10.6810 2021-07-08 23:41:22,638 - mmaction - INFO - Epoch [127][3480/3757] lr: 1.000e-04, eta: 1 day, 1:54:10, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6727, top5_acc: 0.8477, loss_cls: 1.3949, loss: 2.3923, grad_norm: 10.8781 2021-07-08 23:41:43,626 - mmaction - INFO - Epoch [127][3500/3757] lr: 1.000e-04, eta: 1 day, 1:53:48, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9345, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.2786, loss: 2.2132, grad_norm: 10.6970 2021-07-08 23:42:04,700 - mmaction - INFO - Epoch [127][3520/3757] lr: 1.000e-04, eta: 1 day, 1:53:26, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6828, top5_acc: 0.8469, loss_cls: 1.3701, loss: 2.3619, grad_norm: 11.0890 2021-07-08 23:42:25,761 - mmaction - INFO - Epoch [127][3540/3757] lr: 1.000e-04, eta: 1 day, 1:53:05, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9860, top1_acc: 0.6797, top5_acc: 0.8438, loss_cls: 1.3787, loss: 2.3647, grad_norm: 10.9330 2021-07-08 23:42:47,166 - mmaction - INFO - Epoch [127][3560/3757] lr: 1.000e-04, eta: 1 day, 1:52:43, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9472, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.2899, loss: 2.2371, grad_norm: 10.7175 2021-07-08 23:43:08,157 - mmaction - INFO - Epoch [127][3580/3757] lr: 1.000e-04, eta: 1 day, 1:52:22, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9964, top1_acc: 0.6766, top5_acc: 0.8484, loss_cls: 1.3780, loss: 2.3744, grad_norm: 11.0814 2021-07-08 23:43:29,392 - mmaction - INFO - Epoch [127][3600/3757] lr: 1.000e-04, eta: 1 day, 1:52:00, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9539, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3153, loss: 2.2692, grad_norm: 10.8852 2021-07-08 23:43:50,615 - mmaction - INFO - Epoch [127][3620/3757] lr: 1.000e-04, eta: 1 day, 1:51:38, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9565, top1_acc: 0.6750, top5_acc: 0.8641, loss_cls: 1.3157, loss: 2.2721, grad_norm: 11.4007 2021-07-08 23:44:11,697 - mmaction - INFO - Epoch [127][3640/3757] lr: 1.000e-04, eta: 1 day, 1:51:17, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9858, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.3317, loss: 2.3175, grad_norm: 11.4267 2021-07-08 23:44:32,934 - mmaction - INFO - Epoch [127][3660/3757] lr: 1.000e-04, eta: 1 day, 1:50:55, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3516, loss: 2.3269, grad_norm: 10.9582 2021-07-08 23:44:54,032 - mmaction - INFO - Epoch [127][3680/3757] lr: 1.000e-04, eta: 1 day, 1:50:34, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9607, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2864, loss: 2.2471, grad_norm: 10.8341 2021-07-08 23:45:15,735 - mmaction - INFO - Epoch [127][3700/3757] lr: 1.000e-04, eta: 1 day, 1:50:12, time: 1.086, data_time: 0.007, memory: 6921, loss_aux: 0.9926, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.3377, loss: 2.3303, grad_norm: 10.9225 2021-07-08 23:45:36,949 - mmaction - INFO - Epoch [127][3720/3757] lr: 1.000e-04, eta: 1 day, 1:49:51, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9880, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.3468, loss: 2.3348, grad_norm: 10.8390 2021-07-08 23:45:58,068 - mmaction - INFO - Epoch [127][3740/3757] lr: 1.000e-04, eta: 1 day, 1:49:29, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.3051, loss: 2.2672, grad_norm: 10.7270 2021-07-08 23:46:16,323 - mmaction - INFO - Saving checkpoint at 127 epochs 2021-07-08 23:47:18,017 - mmaction - INFO - Epoch [128][20/3757] lr: 1.000e-04, eta: 1 day, 1:48:53, time: 3.009, data_time: 1.940, memory: 6921, loss_aux: 0.9686, top1_acc: 0.6875, top5_acc: 0.8469, loss_cls: 1.3636, loss: 2.3321, grad_norm: 10.8566 2021-07-08 23:47:38,983 - mmaction - INFO - Epoch [128][40/3757] lr: 1.000e-04, eta: 1 day, 1:48:31, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9163, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.2032, loss: 2.1195, grad_norm: 10.8172 2021-07-08 23:48:00,150 - mmaction - INFO - Epoch [128][60/3757] lr: 1.000e-04, eta: 1 day, 1:48:10, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9416, top1_acc: 0.7023, top5_acc: 0.8617, loss_cls: 1.2817, loss: 2.2232, grad_norm: 11.0353 2021-07-08 23:48:21,233 - mmaction - INFO - Epoch [128][80/3757] lr: 1.000e-04, eta: 1 day, 1:47:48, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9745, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3320, loss: 2.3065, grad_norm: 11.2771 2021-07-08 23:48:43,077 - mmaction - INFO - Epoch [128][100/3757] lr: 1.000e-04, eta: 1 day, 1:47:27, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9476, top1_acc: 0.6898, top5_acc: 0.8562, loss_cls: 1.2782, loss: 2.2258, grad_norm: 10.6886 2021-07-08 23:49:04,148 - mmaction - INFO - Epoch [128][120/3757] lr: 1.000e-04, eta: 1 day, 1:47:05, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9522, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.3002, loss: 2.2523, grad_norm: 11.2193 2021-07-08 23:49:25,087 - mmaction - INFO - Epoch [128][140/3757] lr: 1.000e-04, eta: 1 day, 1:46:44, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9742, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3749, loss: 2.3491, grad_norm: 11.1547 2021-07-08 23:49:46,381 - mmaction - INFO - Epoch [128][160/3757] lr: 1.000e-04, eta: 1 day, 1:46:22, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9477, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2261, loss: 2.1738, grad_norm: 10.4174 2021-07-08 23:50:07,797 - mmaction - INFO - Epoch [128][180/3757] lr: 1.000e-04, eta: 1 day, 1:46:00, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9837, top1_acc: 0.6828, top5_acc: 0.8375, loss_cls: 1.3853, loss: 2.3689, grad_norm: 11.0083 2021-07-08 23:50:28,954 - mmaction - INFO - Epoch [128][200/3757] lr: 1.000e-04, eta: 1 day, 1:45:39, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9573, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3043, loss: 2.2616, grad_norm: 10.7368 2021-07-08 23:50:50,083 - mmaction - INFO - Epoch [128][220/3757] lr: 1.000e-04, eta: 1 day, 1:45:17, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9610, top1_acc: 0.6844, top5_acc: 0.8641, loss_cls: 1.3045, loss: 2.2655, grad_norm: 10.8206 2021-07-08 23:51:11,152 - mmaction - INFO - Epoch [128][240/3757] lr: 1.000e-04, eta: 1 day, 1:44:56, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9551, top1_acc: 0.6836, top5_acc: 0.8539, loss_cls: 1.3351, loss: 2.2902, grad_norm: 10.6130 2021-07-08 23:51:32,222 - mmaction - INFO - Epoch [128][260/3757] lr: 1.000e-04, eta: 1 day, 1:44:34, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6883, top5_acc: 0.8523, loss_cls: 1.2968, loss: 2.2594, grad_norm: 10.8404 2021-07-08 23:51:54,027 - mmaction - INFO - Epoch [128][280/3757] lr: 1.000e-04, eta: 1 day, 1:44:13, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.3104, loss: 2.2755, grad_norm: 10.9823 2021-07-08 23:52:15,412 - mmaction - INFO - Epoch [128][300/3757] lr: 1.000e-04, eta: 1 day, 1:43:51, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6789, top5_acc: 0.8398, loss_cls: 1.3461, loss: 2.3269, grad_norm: 10.6920 2021-07-08 23:52:36,479 - mmaction - INFO - Epoch [128][320/3757] lr: 1.000e-04, eta: 1 day, 1:43:30, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0112, top1_acc: 0.6781, top5_acc: 0.8461, loss_cls: 1.3637, loss: 2.3748, grad_norm: 11.1383 2021-07-08 23:52:57,194 - mmaction - INFO - Epoch [128][340/3757] lr: 1.000e-04, eta: 1 day, 1:43:08, time: 1.036, data_time: 0.004, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6703, top5_acc: 0.8438, loss_cls: 1.3645, loss: 2.3205, grad_norm: 10.8575 2021-07-08 23:53:18,470 - mmaction - INFO - Epoch [128][360/3757] lr: 1.000e-04, eta: 1 day, 1:42:46, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0416, top1_acc: 0.6547, top5_acc: 0.8445, loss_cls: 1.4329, loss: 2.4746, grad_norm: 11.3719 2021-07-08 23:53:39,648 - mmaction - INFO - Epoch [128][380/3757] lr: 1.000e-04, eta: 1 day, 1:42:25, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.8928, top1_acc: 0.7094, top5_acc: 0.8656, loss_cls: 1.1983, loss: 2.0911, grad_norm: 10.4232 2021-07-08 23:54:01,210 - mmaction - INFO - Epoch [128][400/3757] lr: 1.000e-04, eta: 1 day, 1:42:03, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9335, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2482, loss: 2.1818, grad_norm: 10.9433 2021-07-08 23:54:22,188 - mmaction - INFO - Epoch [128][420/3757] lr: 1.000e-04, eta: 1 day, 1:41:42, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9543, top1_acc: 0.6781, top5_acc: 0.8570, loss_cls: 1.3568, loss: 2.3111, grad_norm: 10.8851 2021-07-08 23:54:43,284 - mmaction - INFO - Epoch [128][440/3757] lr: 1.000e-04, eta: 1 day, 1:41:20, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3577, loss: 2.3363, grad_norm: 10.9244 2021-07-08 23:55:04,564 - mmaction - INFO - Epoch [128][460/3757] lr: 1.000e-04, eta: 1 day, 1:40:58, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.3714, loss: 2.3342, grad_norm: 11.2135 2021-07-08 23:55:25,683 - mmaction - INFO - Epoch [128][480/3757] lr: 1.000e-04, eta: 1 day, 1:40:37, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9582, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.2997, loss: 2.2579, grad_norm: 10.9182 2021-07-08 23:55:46,894 - mmaction - INFO - Epoch [128][500/3757] lr: 1.000e-04, eta: 1 day, 1:40:15, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9933, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3495, loss: 2.3428, grad_norm: 10.7643 2021-07-08 23:56:08,412 - mmaction - INFO - Epoch [128][520/3757] lr: 1.000e-04, eta: 1 day, 1:39:54, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3440, loss: 2.3158, grad_norm: 10.9488 2021-07-08 23:56:29,657 - mmaction - INFO - Epoch [128][540/3757] lr: 1.000e-04, eta: 1 day, 1:39:32, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6664, top5_acc: 0.8508, loss_cls: 1.3657, loss: 2.3405, grad_norm: 11.0073 2021-07-08 23:56:50,901 - mmaction - INFO - Epoch [128][560/3757] lr: 1.000e-04, eta: 1 day, 1:39:11, time: 1.061, data_time: 0.007, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6945, top5_acc: 0.8586, loss_cls: 1.3083, loss: 2.2697, grad_norm: 10.6732 2021-07-08 23:57:12,074 - mmaction - INFO - Epoch [128][580/3757] lr: 1.000e-04, eta: 1 day, 1:38:49, time: 1.060, data_time: 0.010, memory: 6921, loss_aux: 0.9132, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2628, loss: 2.1761, grad_norm: 10.8397 2021-07-08 23:57:33,213 - mmaction - INFO - Epoch [128][600/3757] lr: 1.000e-04, eta: 1 day, 1:38:27, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9602, top1_acc: 0.6945, top5_acc: 0.8617, loss_cls: 1.3241, loss: 2.2843, grad_norm: 11.0211 2021-07-08 23:57:54,942 - mmaction - INFO - Epoch [128][620/3757] lr: 1.000e-04, eta: 1 day, 1:38:06, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9736, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2743, loss: 2.2479, grad_norm: 10.8673 2021-07-08 23:58:16,247 - mmaction - INFO - Epoch [128][640/3757] lr: 1.000e-04, eta: 1 day, 1:37:44, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0056, top1_acc: 0.6789, top5_acc: 0.8492, loss_cls: 1.3575, loss: 2.3632, grad_norm: 11.1072 2021-07-08 23:58:37,366 - mmaction - INFO - Epoch [128][660/3757] lr: 1.000e-04, eta: 1 day, 1:37:23, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6711, top5_acc: 0.8422, loss_cls: 1.3757, loss: 2.3407, grad_norm: 10.8168 2021-07-08 23:58:58,668 - mmaction - INFO - Epoch [128][680/3757] lr: 1.000e-04, eta: 1 day, 1:37:01, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9501, top1_acc: 0.6891, top5_acc: 0.8555, loss_cls: 1.3136, loss: 2.2637, grad_norm: 10.5167 2021-07-08 23:59:19,840 - mmaction - INFO - Epoch [128][700/3757] lr: 1.000e-04, eta: 1 day, 1:36:40, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9592, top1_acc: 0.6820, top5_acc: 0.8742, loss_cls: 1.2315, loss: 2.1907, grad_norm: 10.8092 2021-07-08 23:59:41,493 - mmaction - INFO - Epoch [128][720/3757] lr: 1.000e-04, eta: 1 day, 1:36:18, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6930, top5_acc: 0.8594, loss_cls: 1.3072, loss: 2.2729, grad_norm: 10.9921 2021-07-09 00:00:02,499 - mmaction - INFO - Epoch [128][740/3757] lr: 1.000e-04, eta: 1 day, 1:35:57, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9350, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2557, loss: 2.1907, grad_norm: 10.7387 2021-07-09 00:00:24,315 - mmaction - INFO - Epoch [128][760/3757] lr: 1.000e-04, eta: 1 day, 1:35:35, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 0.9406, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.3036, loss: 2.2442, grad_norm: 10.7527 2021-07-09 00:00:45,720 - mmaction - INFO - Epoch [128][780/3757] lr: 1.000e-04, eta: 1 day, 1:35:14, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 0.9552, top1_acc: 0.6922, top5_acc: 0.8586, loss_cls: 1.3187, loss: 2.2739, grad_norm: 10.6635 2021-07-09 00:01:06,507 - mmaction - INFO - Epoch [128][800/3757] lr: 1.000e-04, eta: 1 day, 1:34:52, time: 1.039, data_time: 0.002, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6813, top5_acc: 0.8453, loss_cls: 1.3618, loss: 2.3432, grad_norm: 10.7104 2021-07-09 00:01:27,679 - mmaction - INFO - Epoch [128][820/3757] lr: 1.000e-04, eta: 1 day, 1:34:30, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9335, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2302, loss: 2.1637, grad_norm: 10.7003 2021-07-09 00:01:48,882 - mmaction - INFO - Epoch [128][840/3757] lr: 1.000e-04, eta: 1 day, 1:34:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9362, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.2708, loss: 2.2070, grad_norm: 10.7179 2021-07-09 00:02:10,381 - mmaction - INFO - Epoch [128][860/3757] lr: 1.000e-04, eta: 1 day, 1:33:47, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 0.9087, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.1719, loss: 2.0806, grad_norm: 10.5800 2021-07-09 00:02:31,598 - mmaction - INFO - Epoch [128][880/3757] lr: 1.000e-04, eta: 1 day, 1:33:26, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6781, top5_acc: 0.8414, loss_cls: 1.3999, loss: 2.3892, grad_norm: 10.7314 2021-07-09 00:02:52,573 - mmaction - INFO - Epoch [128][900/3757] lr: 1.000e-04, eta: 1 day, 1:33:04, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9425, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.3227, loss: 2.2652, grad_norm: 10.5617 2021-07-09 00:03:13,874 - mmaction - INFO - Epoch [128][920/3757] lr: 1.000e-04, eta: 1 day, 1:32:43, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9390, top1_acc: 0.7023, top5_acc: 0.8523, loss_cls: 1.2911, loss: 2.2300, grad_norm: 10.8578 2021-07-09 00:03:35,043 - mmaction - INFO - Epoch [128][940/3757] lr: 1.000e-04, eta: 1 day, 1:32:21, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9556, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2671, loss: 2.2226, grad_norm: 10.7325 2021-07-09 00:03:56,206 - mmaction - INFO - Epoch [128][960/3757] lr: 1.000e-04, eta: 1 day, 1:31:59, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2793, loss: 2.2460, grad_norm: 10.8809 2021-07-09 00:04:17,277 - mmaction - INFO - Epoch [128][980/3757] lr: 1.000e-04, eta: 1 day, 1:31:38, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9641, top1_acc: 0.6750, top5_acc: 0.8422, loss_cls: 1.3539, loss: 2.3180, grad_norm: 11.0376 2021-07-09 00:04:39,033 - mmaction - INFO - Epoch [128][1000/3757] lr: 1.000e-04, eta: 1 day, 1:31:16, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6672, top5_acc: 0.8531, loss_cls: 1.3616, loss: 2.3522, grad_norm: 10.8831 2021-07-09 00:05:00,451 - mmaction - INFO - Epoch [128][1020/3757] lr: 1.000e-04, eta: 1 day, 1:30:55, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 0.9160, top1_acc: 0.7016, top5_acc: 0.8719, loss_cls: 1.2519, loss: 2.1679, grad_norm: 10.6892 2021-07-09 00:05:21,594 - mmaction - INFO - Epoch [128][1040/3757] lr: 1.000e-04, eta: 1 day, 1:30:33, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9507, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.2614, loss: 2.2121, grad_norm: 10.9288 2021-07-09 00:05:42,951 - mmaction - INFO - Epoch [128][1060/3757] lr: 1.000e-04, eta: 1 day, 1:30:12, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9381, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.2794, loss: 2.2175, grad_norm: 10.6973 2021-07-09 00:06:04,388 - mmaction - INFO - Epoch [128][1080/3757] lr: 1.000e-04, eta: 1 day, 1:29:50, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 0.9512, top1_acc: 0.6750, top5_acc: 0.8648, loss_cls: 1.3391, loss: 2.2903, grad_norm: 11.0026 2021-07-09 00:06:25,650 - mmaction - INFO - Epoch [128][1100/3757] lr: 1.000e-04, eta: 1 day, 1:29:29, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.3130, loss: 2.2757, grad_norm: 10.7425 2021-07-09 00:06:46,645 - mmaction - INFO - Epoch [128][1120/3757] lr: 1.000e-04, eta: 1 day, 1:29:07, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9611, top1_acc: 0.6930, top5_acc: 0.8602, loss_cls: 1.2639, loss: 2.2250, grad_norm: 11.0042 2021-07-09 00:07:07,706 - mmaction - INFO - Epoch [128][1140/3757] lr: 1.000e-04, eta: 1 day, 1:28:45, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9176, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2453, loss: 2.1629, grad_norm: 10.9805 2021-07-09 00:07:28,960 - mmaction - INFO - Epoch [128][1160/3757] lr: 1.000e-04, eta: 1 day, 1:28:24, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9223, top1_acc: 0.6984, top5_acc: 0.8602, loss_cls: 1.2675, loss: 2.1898, grad_norm: 10.7203 2021-07-09 00:07:50,075 - mmaction - INFO - Epoch [128][1180/3757] lr: 1.000e-04, eta: 1 day, 1:28:02, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6930, top5_acc: 0.8570, loss_cls: 1.3069, loss: 2.2932, grad_norm: 10.8957 2021-07-09 00:08:11,209 - mmaction - INFO - Epoch [128][1200/3757] lr: 1.000e-04, eta: 1 day, 1:27:41, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9955, top1_acc: 0.6844, top5_acc: 0.8484, loss_cls: 1.3324, loss: 2.3279, grad_norm: 10.8300 2021-07-09 00:08:32,218 - mmaction - INFO - Epoch [128][1220/3757] lr: 1.000e-04, eta: 1 day, 1:27:19, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9587, top1_acc: 0.7117, top5_acc: 0.8648, loss_cls: 1.2687, loss: 2.2274, grad_norm: 10.7594 2021-07-09 00:08:53,299 - mmaction - INFO - Epoch [128][1240/3757] lr: 1.000e-04, eta: 1 day, 1:26:58, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9482, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3180, loss: 2.2663, grad_norm: 10.8937 2021-07-09 00:09:14,295 - mmaction - INFO - Epoch [128][1260/3757] lr: 1.000e-04, eta: 1 day, 1:26:36, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9602, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.2849, loss: 2.2451, grad_norm: 10.7210 2021-07-09 00:09:36,128 - mmaction - INFO - Epoch [128][1280/3757] lr: 1.000e-04, eta: 1 day, 1:26:14, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 0.9488, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2687, loss: 2.2175, grad_norm: 10.9232 2021-07-09 00:09:57,149 - mmaction - INFO - Epoch [128][1300/3757] lr: 1.000e-04, eta: 1 day, 1:25:53, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9590, top1_acc: 0.6922, top5_acc: 0.8555, loss_cls: 1.3002, loss: 2.2592, grad_norm: 11.0710 2021-07-09 00:10:18,085 - mmaction - INFO - Epoch [128][1320/3757] lr: 1.000e-04, eta: 1 day, 1:25:31, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9689, top1_acc: 0.6703, top5_acc: 0.8539, loss_cls: 1.3228, loss: 2.2917, grad_norm: 11.0580 2021-07-09 00:10:39,180 - mmaction - INFO - Epoch [128][1340/3757] lr: 1.000e-04, eta: 1 day, 1:25:10, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9281, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2291, loss: 2.1573, grad_norm: 10.9065 2021-07-09 00:11:00,395 - mmaction - INFO - Epoch [128][1360/3757] lr: 1.000e-04, eta: 1 day, 1:24:48, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9942, top1_acc: 0.6820, top5_acc: 0.8508, loss_cls: 1.3641, loss: 2.3583, grad_norm: 10.8821 2021-07-09 00:11:21,527 - mmaction - INFO - Epoch [128][1380/3757] lr: 1.000e-04, eta: 1 day, 1:24:27, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9451, top1_acc: 0.6781, top5_acc: 0.8711, loss_cls: 1.3076, loss: 2.2527, grad_norm: 10.8886 2021-07-09 00:11:43,219 - mmaction - INFO - Epoch [128][1400/3757] lr: 1.000e-04, eta: 1 day, 1:24:05, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 1.0465, top1_acc: 0.6617, top5_acc: 0.8102, loss_cls: 1.4916, loss: 2.5381, grad_norm: 11.5335 2021-07-09 00:12:04,251 - mmaction - INFO - Epoch [128][1420/3757] lr: 1.000e-04, eta: 1 day, 1:23:43, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0075, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3522, loss: 2.3597, grad_norm: 10.9125 2021-07-09 00:12:25,460 - mmaction - INFO - Epoch [128][1440/3757] lr: 1.000e-04, eta: 1 day, 1:23:22, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9690, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.3423, loss: 2.3113, grad_norm: 11.0093 2021-07-09 00:12:46,627 - mmaction - INFO - Epoch [128][1460/3757] lr: 1.000e-04, eta: 1 day, 1:23:00, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9817, top1_acc: 0.6977, top5_acc: 0.8539, loss_cls: 1.3240, loss: 2.3057, grad_norm: 10.7103 2021-07-09 00:13:07,722 - mmaction - INFO - Epoch [128][1480/3757] lr: 1.000e-04, eta: 1 day, 1:22:39, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9092, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2745, loss: 2.1836, grad_norm: 10.7010 2021-07-09 00:13:28,860 - mmaction - INFO - Epoch [128][1500/3757] lr: 1.000e-04, eta: 1 day, 1:22:17, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9480, top1_acc: 0.6836, top5_acc: 0.8672, loss_cls: 1.3103, loss: 2.2583, grad_norm: 10.9216 2021-07-09 00:13:49,975 - mmaction - INFO - Epoch [128][1520/3757] lr: 1.000e-04, eta: 1 day, 1:21:56, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9796, top1_acc: 0.6789, top5_acc: 0.8477, loss_cls: 1.3503, loss: 2.3298, grad_norm: 10.7770 2021-07-09 00:14:11,368 - mmaction - INFO - Epoch [128][1540/3757] lr: 1.000e-04, eta: 1 day, 1:21:34, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9059, top1_acc: 0.6969, top5_acc: 0.8742, loss_cls: 1.2423, loss: 2.1482, grad_norm: 10.6183 2021-07-09 00:14:32,957 - mmaction - INFO - Epoch [128][1560/3757] lr: 1.000e-04, eta: 1 day, 1:21:13, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.3646, loss: 2.3779, grad_norm: 11.2209 2021-07-09 00:14:54,197 - mmaction - INFO - Epoch [128][1580/3757] lr: 1.000e-04, eta: 1 day, 1:20:51, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9437, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.3011, loss: 2.2449, grad_norm: 11.3583 2021-07-09 00:15:15,474 - mmaction - INFO - Epoch [128][1600/3757] lr: 1.000e-04, eta: 1 day, 1:20:29, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 0.8925, top1_acc: 0.7078, top5_acc: 0.8852, loss_cls: 1.1686, loss: 2.0610, grad_norm: 10.5036 2021-07-09 00:15:36,716 - mmaction - INFO - Epoch [128][1620/3757] lr: 1.000e-04, eta: 1 day, 1:20:08, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9279, top1_acc: 0.7008, top5_acc: 0.8641, loss_cls: 1.2933, loss: 2.2211, grad_norm: 10.8595 2021-07-09 00:15:58,182 - mmaction - INFO - Epoch [128][1640/3757] lr: 1.000e-04, eta: 1 day, 1:19:46, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 0.9589, top1_acc: 0.7016, top5_acc: 0.8609, loss_cls: 1.2955, loss: 2.2544, grad_norm: 10.7172 2021-07-09 00:16:19,322 - mmaction - INFO - Epoch [128][1660/3757] lr: 1.000e-04, eta: 1 day, 1:19:25, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6930, top5_acc: 0.8570, loss_cls: 1.2895, loss: 2.2513, grad_norm: 10.7749 2021-07-09 00:16:40,441 - mmaction - INFO - Epoch [128][1680/3757] lr: 1.000e-04, eta: 1 day, 1:19:03, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.3694, loss: 2.3541, grad_norm: 10.9801 2021-07-09 00:17:01,712 - mmaction - INFO - Epoch [128][1700/3757] lr: 1.000e-04, eta: 1 day, 1:18:42, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9273, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2913, loss: 2.2186, grad_norm: 10.9802 2021-07-09 00:17:23,521 - mmaction - INFO - Epoch [128][1720/3757] lr: 1.000e-04, eta: 1 day, 1:18:20, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 0.9084, top1_acc: 0.7133, top5_acc: 0.8625, loss_cls: 1.2620, loss: 2.1705, grad_norm: 10.6342 2021-07-09 00:17:45,177 - mmaction - INFO - Epoch [128][1740/3757] lr: 1.000e-04, eta: 1 day, 1:17:59, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 0.9739, top1_acc: 0.6852, top5_acc: 0.8531, loss_cls: 1.3513, loss: 2.3252, grad_norm: 10.7264 2021-07-09 00:18:06,288 - mmaction - INFO - Epoch [128][1760/3757] lr: 1.000e-04, eta: 1 day, 1:17:37, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9430, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2604, loss: 2.2034, grad_norm: 10.6691 2021-07-09 00:18:27,522 - mmaction - INFO - Epoch [128][1780/3757] lr: 1.000e-04, eta: 1 day, 1:17:15, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9154, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2413, loss: 2.1567, grad_norm: 10.5973 2021-07-09 00:18:48,800 - mmaction - INFO - Epoch [128][1800/3757] lr: 1.000e-04, eta: 1 day, 1:16:54, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9504, top1_acc: 0.6945, top5_acc: 0.8578, loss_cls: 1.3219, loss: 2.2723, grad_norm: 10.8026 2021-07-09 00:19:09,988 - mmaction - INFO - Epoch [128][1820/3757] lr: 1.000e-04, eta: 1 day, 1:16:32, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9610, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3271, loss: 2.2881, grad_norm: 10.8504 2021-07-09 00:19:31,073 - mmaction - INFO - Epoch [128][1840/3757] lr: 1.000e-04, eta: 1 day, 1:16:11, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9398, top1_acc: 0.7172, top5_acc: 0.8680, loss_cls: 1.2067, loss: 2.1465, grad_norm: 10.3503 2021-07-09 00:19:52,411 - mmaction - INFO - Epoch [128][1860/3757] lr: 1.000e-04, eta: 1 day, 1:15:49, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9796, top1_acc: 0.6781, top5_acc: 0.8523, loss_cls: 1.3704, loss: 2.3500, grad_norm: 10.9035 2021-07-09 00:20:13,670 - mmaction - INFO - Epoch [128][1880/3757] lr: 1.000e-04, eta: 1 day, 1:15:28, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9707, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.2620, loss: 2.2327, grad_norm: 10.6963 2021-07-09 00:20:34,615 - mmaction - INFO - Epoch [128][1900/3757] lr: 1.000e-04, eta: 1 day, 1:15:06, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9271, top1_acc: 0.7055, top5_acc: 0.8914, loss_cls: 1.1910, loss: 2.1181, grad_norm: 10.9643 2021-07-09 00:20:55,671 - mmaction - INFO - Epoch [128][1920/3757] lr: 1.000e-04, eta: 1 day, 1:14:44, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9535, top1_acc: 0.6813, top5_acc: 0.8508, loss_cls: 1.3413, loss: 2.2949, grad_norm: 11.0690 2021-07-09 00:21:16,856 - mmaction - INFO - Epoch [128][1940/3757] lr: 1.000e-04, eta: 1 day, 1:14:23, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9606, top1_acc: 0.6859, top5_acc: 0.8531, loss_cls: 1.3090, loss: 2.2696, grad_norm: 10.9909 2021-07-09 00:21:37,953 - mmaction - INFO - Epoch [128][1960/3757] lr: 1.000e-04, eta: 1 day, 1:14:01, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9545, top1_acc: 0.6930, top5_acc: 0.8539, loss_cls: 1.3089, loss: 2.2634, grad_norm: 10.9015 2021-07-09 00:21:59,274 - mmaction - INFO - Epoch [128][1980/3757] lr: 1.000e-04, eta: 1 day, 1:13:40, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3566, loss: 2.3233, grad_norm: 11.0622 2021-07-09 00:22:20,465 - mmaction - INFO - Epoch [128][2000/3757] lr: 1.000e-04, eta: 1 day, 1:13:18, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9423, top1_acc: 0.7086, top5_acc: 0.8695, loss_cls: 1.2173, loss: 2.1596, grad_norm: 10.6780 2021-07-09 00:22:41,526 - mmaction - INFO - Epoch [128][2020/3757] lr: 1.000e-04, eta: 1 day, 1:12:57, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9409, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.2525, loss: 2.1934, grad_norm: 10.6397 2021-07-09 00:23:02,732 - mmaction - INFO - Epoch [128][2040/3757] lr: 1.000e-04, eta: 1 day, 1:12:35, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6836, top5_acc: 0.8508, loss_cls: 1.3148, loss: 2.2968, grad_norm: 10.8456 2021-07-09 00:23:24,795 - mmaction - INFO - Epoch [128][2060/3757] lr: 1.000e-04, eta: 1 day, 1:12:14, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 0.9788, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.3230, loss: 2.3019, grad_norm: 10.9001 2021-07-09 00:23:45,740 - mmaction - INFO - Epoch [128][2080/3757] lr: 1.000e-04, eta: 1 day, 1:11:52, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9986, top1_acc: 0.6813, top5_acc: 0.8414, loss_cls: 1.3466, loss: 2.3452, grad_norm: 10.9208 2021-07-09 00:24:06,804 - mmaction - INFO - Epoch [128][2100/3757] lr: 1.000e-04, eta: 1 day, 1:11:30, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9289, top1_acc: 0.7008, top5_acc: 0.8758, loss_cls: 1.2162, loss: 2.1451, grad_norm: 10.7993 2021-07-09 00:24:27,887 - mmaction - INFO - Epoch [128][2120/3757] lr: 1.000e-04, eta: 1 day, 1:11:09, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9459, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.3126, loss: 2.2585, grad_norm: 10.8062 2021-07-09 00:24:49,669 - mmaction - INFO - Epoch [128][2140/3757] lr: 1.000e-04, eta: 1 day, 1:10:47, time: 1.086, data_time: 0.040, memory: 6921, loss_aux: 0.9212, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2385, loss: 2.1597, grad_norm: 10.9139 2021-07-09 00:25:10,742 - mmaction - INFO - Epoch [128][2160/3757] lr: 1.000e-04, eta: 1 day, 1:10:26, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 0.9009, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2274, loss: 2.1283, grad_norm: 10.4110 2021-07-09 00:25:31,759 - mmaction - INFO - Epoch [128][2180/3757] lr: 1.000e-04, eta: 1 day, 1:10:04, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9396, top1_acc: 0.6930, top5_acc: 0.8500, loss_cls: 1.2871, loss: 2.2267, grad_norm: 10.8145 2021-07-09 00:25:54,174 - mmaction - INFO - Epoch [128][2200/3757] lr: 1.000e-04, eta: 1 day, 1:09:43, time: 1.123, data_time: 0.005, memory: 6921, loss_aux: 0.9424, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2294, loss: 2.1718, grad_norm: 10.9495 2021-07-09 00:26:15,176 - mmaction - INFO - Epoch [128][2220/3757] lr: 1.000e-04, eta: 1 day, 1:09:21, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9786, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3475, loss: 2.3261, grad_norm: 11.1532 2021-07-09 00:26:36,372 - mmaction - INFO - Epoch [128][2240/3757] lr: 1.000e-04, eta: 1 day, 1:09:00, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9390, top1_acc: 0.6984, top5_acc: 0.8562, loss_cls: 1.2910, loss: 2.2299, grad_norm: 10.7761 2021-07-09 00:26:57,587 - mmaction - INFO - Epoch [128][2260/3757] lr: 1.000e-04, eta: 1 day, 1:08:38, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9664, top1_acc: 0.6898, top5_acc: 0.8578, loss_cls: 1.3064, loss: 2.2728, grad_norm: 10.9336 2021-07-09 00:27:18,854 - mmaction - INFO - Epoch [128][2280/3757] lr: 1.000e-04, eta: 1 day, 1:08:17, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9766, top1_acc: 0.6820, top5_acc: 0.8500, loss_cls: 1.3446, loss: 2.3212, grad_norm: 11.1751 2021-07-09 00:27:40,089 - mmaction - INFO - Epoch [128][2300/3757] lr: 1.000e-04, eta: 1 day, 1:07:55, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9719, top1_acc: 0.6672, top5_acc: 0.8484, loss_cls: 1.3981, loss: 2.3699, grad_norm: 11.5121 2021-07-09 00:28:01,252 - mmaction - INFO - Epoch [128][2320/3757] lr: 1.000e-04, eta: 1 day, 1:07:33, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9345, top1_acc: 0.6992, top5_acc: 0.8609, loss_cls: 1.3098, loss: 2.2443, grad_norm: 10.9916 2021-07-09 00:28:22,429 - mmaction - INFO - Epoch [128][2340/3757] lr: 1.000e-04, eta: 1 day, 1:07:12, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9698, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3435, loss: 2.3132, grad_norm: 11.0896 2021-07-09 00:28:43,665 - mmaction - INFO - Epoch [128][2360/3757] lr: 1.000e-04, eta: 1 day, 1:06:50, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 1.0143, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4330, loss: 2.4473, grad_norm: 11.1693 2021-07-09 00:29:05,301 - mmaction - INFO - Epoch [128][2380/3757] lr: 1.000e-04, eta: 1 day, 1:06:29, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.9760, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2875, loss: 2.2635, grad_norm: 11.0153 2021-07-09 00:29:26,338 - mmaction - INFO - Epoch [128][2400/3757] lr: 1.000e-04, eta: 1 day, 1:06:07, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9328, top1_acc: 0.7086, top5_acc: 0.8672, loss_cls: 1.2163, loss: 2.1491, grad_norm: 10.3109 2021-07-09 00:29:47,184 - mmaction - INFO - Epoch [128][2420/3757] lr: 1.000e-04, eta: 1 day, 1:05:46, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6742, top5_acc: 0.8555, loss_cls: 1.3484, loss: 2.3330, grad_norm: 10.9397 2021-07-09 00:30:08,441 - mmaction - INFO - Epoch [128][2440/3757] lr: 1.000e-04, eta: 1 day, 1:05:24, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3505, loss: 2.3312, grad_norm: 11.5001 2021-07-09 00:30:29,987 - mmaction - INFO - Epoch [128][2460/3757] lr: 1.000e-04, eta: 1 day, 1:05:02, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 0.9334, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2420, loss: 2.1755, grad_norm: 10.5474 2021-07-09 00:30:51,519 - mmaction - INFO - Epoch [128][2480/3757] lr: 1.000e-04, eta: 1 day, 1:04:41, time: 1.077, data_time: 0.015, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6797, top5_acc: 0.8531, loss_cls: 1.3592, loss: 2.3138, grad_norm: 11.0698 2021-07-09 00:31:12,906 - mmaction - INFO - Epoch [128][2500/3757] lr: 1.000e-04, eta: 1 day, 1:04:19, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9322, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.2888, loss: 2.2211, grad_norm: 10.9939 2021-07-09 00:31:33,997 - mmaction - INFO - Epoch [128][2520/3757] lr: 1.000e-04, eta: 1 day, 1:03:58, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6930, top5_acc: 0.8547, loss_cls: 1.3327, loss: 2.3053, grad_norm: 11.1760 2021-07-09 00:31:55,084 - mmaction - INFO - Epoch [128][2540/3757] lr: 1.000e-04, eta: 1 day, 1:03:36, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9103, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2091, loss: 2.1194, grad_norm: 10.5570 2021-07-09 00:32:16,067 - mmaction - INFO - Epoch [128][2560/3757] lr: 1.000e-04, eta: 1 day, 1:03:15, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9718, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.3210, loss: 2.2928, grad_norm: 11.2239 2021-07-09 00:32:38,551 - mmaction - INFO - Epoch [128][2580/3757] lr: 1.000e-04, eta: 1 day, 1:02:53, time: 1.123, data_time: 0.002, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.2883, loss: 2.2533, grad_norm: 11.0203 2021-07-09 00:32:59,413 - mmaction - INFO - Epoch [128][2600/3757] lr: 1.000e-04, eta: 1 day, 1:02:32, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 1.0140, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4066, loss: 2.4206, grad_norm: 11.5233 2021-07-09 00:33:20,516 - mmaction - INFO - Epoch [128][2620/3757] lr: 1.000e-04, eta: 1 day, 1:02:10, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0055, top1_acc: 0.6609, top5_acc: 0.8344, loss_cls: 1.4575, loss: 2.4630, grad_norm: 11.1849 2021-07-09 00:33:41,666 - mmaction - INFO - Epoch [128][2640/3757] lr: 1.000e-04, eta: 1 day, 1:01:49, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9342, top1_acc: 0.7086, top5_acc: 0.8617, loss_cls: 1.2550, loss: 2.1892, grad_norm: 10.6836 2021-07-09 00:34:02,592 - mmaction - INFO - Epoch [128][2660/3757] lr: 1.000e-04, eta: 1 day, 1:01:27, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6883, top5_acc: 0.8508, loss_cls: 1.3486, loss: 2.3322, grad_norm: 10.8416 2021-07-09 00:34:23,912 - mmaction - INFO - Epoch [128][2680/3757] lr: 1.000e-04, eta: 1 day, 1:01:05, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9561, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2932, loss: 2.2493, grad_norm: 10.9857 2021-07-09 00:34:45,391 - mmaction - INFO - Epoch [128][2700/3757] lr: 1.000e-04, eta: 1 day, 1:00:44, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 0.9642, top1_acc: 0.6719, top5_acc: 0.8438, loss_cls: 1.3611, loss: 2.3253, grad_norm: 11.2225 2021-07-09 00:35:06,520 - mmaction - INFO - Epoch [128][2720/3757] lr: 1.000e-04, eta: 1 day, 1:00:22, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9135, top1_acc: 0.7000, top5_acc: 0.8633, loss_cls: 1.2416, loss: 2.1552, grad_norm: 10.5539 2021-07-09 00:35:28,064 - mmaction - INFO - Epoch [128][2740/3757] lr: 1.000e-04, eta: 1 day, 1:00:01, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 0.9528, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2968, loss: 2.2496, grad_norm: 11.3042 2021-07-09 00:35:49,112 - mmaction - INFO - Epoch [128][2760/3757] lr: 1.000e-04, eta: 1 day, 0:59:39, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0008, top1_acc: 0.6805, top5_acc: 0.8477, loss_cls: 1.3822, loss: 2.3830, grad_norm: 10.8237 2021-07-09 00:36:10,223 - mmaction - INFO - Epoch [128][2780/3757] lr: 1.000e-04, eta: 1 day, 0:59:18, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0146, top1_acc: 0.6531, top5_acc: 0.8500, loss_cls: 1.4088, loss: 2.4234, grad_norm: 11.5702 2021-07-09 00:36:31,507 - mmaction - INFO - Epoch [128][2800/3757] lr: 1.000e-04, eta: 1 day, 0:58:56, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9548, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2890, loss: 2.2438, grad_norm: 11.0491 2021-07-09 00:36:52,756 - mmaction - INFO - Epoch [128][2820/3757] lr: 1.000e-04, eta: 1 day, 0:58:34, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6750, top5_acc: 0.8500, loss_cls: 1.3621, loss: 2.3348, grad_norm: 11.0660 2021-07-09 00:37:14,281 - mmaction - INFO - Epoch [128][2840/3757] lr: 1.000e-04, eta: 1 day, 0:58:13, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 0.9155, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2650, loss: 2.1805, grad_norm: 10.6547 2021-07-09 00:37:35,385 - mmaction - INFO - Epoch [128][2860/3757] lr: 1.000e-04, eta: 1 day, 0:57:51, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9472, top1_acc: 0.7031, top5_acc: 0.8586, loss_cls: 1.2854, loss: 2.2326, grad_norm: 10.7273 2021-07-09 00:37:57,147 - mmaction - INFO - Epoch [128][2880/3757] lr: 1.000e-04, eta: 1 day, 0:57:30, time: 1.086, data_time: 0.048, memory: 6921, loss_aux: 0.9303, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2586, loss: 2.1888, grad_norm: 10.8177 2021-07-09 00:38:18,151 - mmaction - INFO - Epoch [128][2900/3757] lr: 1.000e-04, eta: 1 day, 0:57:08, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9390, top1_acc: 0.7023, top5_acc: 0.8594, loss_cls: 1.2708, loss: 2.2098, grad_norm: 10.7476 2021-07-09 00:38:39,267 - mmaction - INFO - Epoch [128][2920/3757] lr: 1.000e-04, eta: 1 day, 0:56:47, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9593, top1_acc: 0.6773, top5_acc: 0.8602, loss_cls: 1.3214, loss: 2.2807, grad_norm: 11.0959 2021-07-09 00:39:00,601 - mmaction - INFO - Epoch [128][2940/3757] lr: 1.000e-04, eta: 1 day, 0:56:25, time: 1.068, data_time: 0.006, memory: 6921, loss_aux: 0.9365, top1_acc: 0.6664, top5_acc: 0.8742, loss_cls: 1.2973, loss: 2.2338, grad_norm: 11.0842 2021-07-09 00:39:21,606 - mmaction - INFO - Epoch [128][2960/3757] lr: 1.000e-04, eta: 1 day, 0:56:04, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9591, top1_acc: 0.6727, top5_acc: 0.8531, loss_cls: 1.3229, loss: 2.2820, grad_norm: 11.0765 2021-07-09 00:39:42,618 - mmaction - INFO - Epoch [128][2980/3757] lr: 1.000e-04, eta: 1 day, 0:55:42, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9480, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2881, loss: 2.2360, grad_norm: 10.9336 2021-07-09 00:40:04,301 - mmaction - INFO - Epoch [128][3000/3757] lr: 1.000e-04, eta: 1 day, 0:55:20, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 0.9517, top1_acc: 0.6789, top5_acc: 0.8453, loss_cls: 1.3320, loss: 2.2838, grad_norm: 10.8025 2021-07-09 00:40:26,495 - mmaction - INFO - Epoch [128][3020/3757] lr: 1.000e-04, eta: 1 day, 0:54:59, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 0.9684, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.3053, loss: 2.2737, grad_norm: 10.7694 2021-07-09 00:40:47,640 - mmaction - INFO - Epoch [128][3040/3757] lr: 1.000e-04, eta: 1 day, 0:54:37, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 1.0155, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3461, loss: 2.3617, grad_norm: 11.1083 2021-07-09 00:41:08,863 - mmaction - INFO - Epoch [128][3060/3757] lr: 1.000e-04, eta: 1 day, 0:54:16, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9275, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2629, loss: 2.1903, grad_norm: 10.7741 2021-07-09 00:41:29,888 - mmaction - INFO - Epoch [128][3080/3757] lr: 1.000e-04, eta: 1 day, 0:53:54, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9511, top1_acc: 0.6945, top5_acc: 0.8617, loss_cls: 1.2838, loss: 2.2348, grad_norm: 11.0009 2021-07-09 00:41:51,338 - mmaction - INFO - Epoch [128][3100/3757] lr: 1.000e-04, eta: 1 day, 0:53:33, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9105, top1_acc: 0.7031, top5_acc: 0.8812, loss_cls: 1.2091, loss: 2.1196, grad_norm: 10.6563 2021-07-09 00:42:12,896 - mmaction - INFO - Epoch [128][3120/3757] lr: 1.000e-04, eta: 1 day, 0:53:11, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 0.9537, top1_acc: 0.7063, top5_acc: 0.8672, loss_cls: 1.2547, loss: 2.2084, grad_norm: 10.9298 2021-07-09 00:42:34,086 - mmaction - INFO - Epoch [128][3140/3757] lr: 1.000e-04, eta: 1 day, 0:52:50, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9615, top1_acc: 0.6781, top5_acc: 0.8648, loss_cls: 1.2985, loss: 2.2600, grad_norm: 10.8075 2021-07-09 00:42:55,334 - mmaction - INFO - Epoch [128][3160/3757] lr: 1.000e-04, eta: 1 day, 0:52:28, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9317, top1_acc: 0.6930, top5_acc: 0.8594, loss_cls: 1.2969, loss: 2.2286, grad_norm: 10.5304 2021-07-09 00:43:16,996 - mmaction - INFO - Epoch [128][3180/3757] lr: 1.000e-04, eta: 1 day, 0:52:07, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.9491, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2870, loss: 2.2361, grad_norm: 11.1817 2021-07-09 00:43:38,054 - mmaction - INFO - Epoch [128][3200/3757] lr: 1.000e-04, eta: 1 day, 0:51:45, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9775, top1_acc: 0.6828, top5_acc: 0.8492, loss_cls: 1.3634, loss: 2.3410, grad_norm: 11.3514 2021-07-09 00:43:59,290 - mmaction - INFO - Epoch [128][3220/3757] lr: 1.000e-04, eta: 1 day, 0:51:24, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6797, top5_acc: 0.8398, loss_cls: 1.3889, loss: 2.3870, grad_norm: 10.8909 2021-07-09 00:44:20,459 - mmaction - INFO - Epoch [128][3240/3757] lr: 1.000e-04, eta: 1 day, 0:51:02, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9365, top1_acc: 0.6969, top5_acc: 0.8594, loss_cls: 1.2845, loss: 2.2210, grad_norm: 10.8466 2021-07-09 00:44:41,797 - mmaction - INFO - Epoch [128][3260/3757] lr: 1.000e-04, eta: 1 day, 0:50:40, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9555, top1_acc: 0.6828, top5_acc: 0.8734, loss_cls: 1.2906, loss: 2.2461, grad_norm: 11.1221 2021-07-09 00:45:03,328 - mmaction - INFO - Epoch [128][3280/3757] lr: 1.000e-04, eta: 1 day, 0:50:19, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9881, top1_acc: 0.6648, top5_acc: 0.8469, loss_cls: 1.3555, loss: 2.3437, grad_norm: 11.4922 2021-07-09 00:45:24,450 - mmaction - INFO - Epoch [128][3300/3757] lr: 1.000e-04, eta: 1 day, 0:49:57, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6578, top5_acc: 0.8539, loss_cls: 1.3583, loss: 2.3250, grad_norm: 11.0321 2021-07-09 00:45:45,665 - mmaction - INFO - Epoch [128][3320/3757] lr: 1.000e-04, eta: 1 day, 0:49:36, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6781, top5_acc: 0.8594, loss_cls: 1.3492, loss: 2.3186, grad_norm: 11.0679 2021-07-09 00:46:07,397 - mmaction - INFO - Epoch [128][3340/3757] lr: 1.000e-04, eta: 1 day, 0:49:14, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 0.9373, top1_acc: 0.6937, top5_acc: 0.8570, loss_cls: 1.3173, loss: 2.2546, grad_norm: 10.8904 2021-07-09 00:46:28,532 - mmaction - INFO - Epoch [128][3360/3757] lr: 1.000e-04, eta: 1 day, 0:48:53, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9511, top1_acc: 0.6766, top5_acc: 0.8609, loss_cls: 1.2931, loss: 2.2442, grad_norm: 11.2134 2021-07-09 00:46:49,512 - mmaction - INFO - Epoch [128][3380/3757] lr: 1.000e-04, eta: 1 day, 0:48:31, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6930, top5_acc: 0.8594, loss_cls: 1.2917, loss: 2.2493, grad_norm: 11.0381 2021-07-09 00:47:10,724 - mmaction - INFO - Epoch [128][3400/3757] lr: 1.000e-04, eta: 1 day, 0:48:10, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9260, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.2855, loss: 2.2115, grad_norm: 10.6858 2021-07-09 00:47:31,671 - mmaction - INFO - Epoch [128][3420/3757] lr: 1.000e-04, eta: 1 day, 0:47:48, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9262, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.2997, loss: 2.2260, grad_norm: 10.9078 2021-07-09 00:47:53,113 - mmaction - INFO - Epoch [128][3440/3757] lr: 1.000e-04, eta: 1 day, 0:47:26, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9437, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.3216, loss: 2.2654, grad_norm: 11.2460 2021-07-09 00:48:14,200 - mmaction - INFO - Epoch [128][3460/3757] lr: 1.000e-04, eta: 1 day, 0:47:05, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0207, top1_acc: 0.6664, top5_acc: 0.8422, loss_cls: 1.4280, loss: 2.4487, grad_norm: 11.4322 2021-07-09 00:48:35,602 - mmaction - INFO - Epoch [128][3480/3757] lr: 1.000e-04, eta: 1 day, 0:46:43, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 0.9507, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.3141, loss: 2.2648, grad_norm: 11.0994 2021-07-09 00:48:56,687 - mmaction - INFO - Epoch [128][3500/3757] lr: 1.000e-04, eta: 1 day, 0:46:22, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6687, top5_acc: 0.8586, loss_cls: 1.3285, loss: 2.3123, grad_norm: 10.9079 2021-07-09 00:49:18,355 - mmaction - INFO - Epoch [128][3520/3757] lr: 1.000e-04, eta: 1 day, 0:46:00, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9360, top1_acc: 0.6992, top5_acc: 0.8555, loss_cls: 1.2722, loss: 2.2082, grad_norm: 10.8161 2021-07-09 00:49:39,555 - mmaction - INFO - Epoch [128][3540/3757] lr: 1.000e-04, eta: 1 day, 0:45:39, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9770, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2966, loss: 2.2737, grad_norm: 11.0147 2021-07-09 00:50:00,571 - mmaction - INFO - Epoch [128][3560/3757] lr: 1.000e-04, eta: 1 day, 0:45:17, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9407, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2915, loss: 2.2323, grad_norm: 10.9551 2021-07-09 00:50:21,497 - mmaction - INFO - Epoch [128][3580/3757] lr: 1.000e-04, eta: 1 day, 0:44:55, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3172, loss: 2.2982, grad_norm: 11.1927 2021-07-09 00:50:42,517 - mmaction - INFO - Epoch [128][3600/3757] lr: 1.000e-04, eta: 1 day, 0:44:34, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9527, top1_acc: 0.6867, top5_acc: 0.8539, loss_cls: 1.2876, loss: 2.2403, grad_norm: 10.7741 2021-07-09 00:51:04,303 - mmaction - INFO - Epoch [128][3620/3757] lr: 1.000e-04, eta: 1 day, 0:44:12, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.3072, loss: 2.2893, grad_norm: 11.1774 2021-07-09 00:51:25,374 - mmaction - INFO - Epoch [128][3640/3757] lr: 1.000e-04, eta: 1 day, 0:43:51, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9598, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2946, loss: 2.2544, grad_norm: 11.0661 2021-07-09 00:51:47,139 - mmaction - INFO - Epoch [128][3660/3757] lr: 1.000e-04, eta: 1 day, 0:43:29, time: 1.090, data_time: 0.010, memory: 6921, loss_aux: 0.9352, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2739, loss: 2.2091, grad_norm: 11.1131 2021-07-09 00:52:08,506 - mmaction - INFO - Epoch [128][3680/3757] lr: 1.000e-04, eta: 1 day, 0:43:08, time: 1.068, data_time: 0.020, memory: 6921, loss_aux: 0.9956, top1_acc: 0.6609, top5_acc: 0.8594, loss_cls: 1.4104, loss: 2.4060, grad_norm: 11.4042 2021-07-09 00:52:29,945 - mmaction - INFO - Epoch [128][3700/3757] lr: 1.000e-04, eta: 1 day, 0:42:46, time: 1.072, data_time: 0.016, memory: 6921, loss_aux: 0.9112, top1_acc: 0.7039, top5_acc: 0.8719, loss_cls: 1.2403, loss: 2.1515, grad_norm: 10.7195 2021-07-09 00:52:51,679 - mmaction - INFO - Epoch [128][3720/3757] lr: 1.000e-04, eta: 1 day, 0:42:25, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6828, top5_acc: 0.8461, loss_cls: 1.3757, loss: 2.3821, grad_norm: 11.0023 2021-07-09 00:53:12,746 - mmaction - INFO - Epoch [128][3740/3757] lr: 1.000e-04, eta: 1 day, 0:42:03, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 1.0285, top1_acc: 0.6680, top5_acc: 0.8359, loss_cls: 1.4444, loss: 2.4728, grad_norm: 11.4265 2021-07-09 00:53:31,170 - mmaction - INFO - Saving checkpoint at 128 epochs 2021-07-09 00:54:34,203 - mmaction - INFO - Epoch [129][20/3757] lr: 1.000e-04, eta: 1 day, 0:41:27, time: 3.073, data_time: 1.990, memory: 6921, loss_aux: 0.9648, top1_acc: 0.6914, top5_acc: 0.8594, loss_cls: 1.2691, loss: 2.2339, grad_norm: 10.7178 2021-07-09 00:54:54,970 - mmaction - INFO - Epoch [129][40/3757] lr: 1.000e-04, eta: 1 day, 0:41:05, time: 1.038, data_time: 0.005, memory: 6921, loss_aux: 0.9529, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.3228, loss: 2.2757, grad_norm: 10.9596 2021-07-09 00:55:16,208 - mmaction - INFO - Epoch [129][60/3757] lr: 1.000e-04, eta: 1 day, 0:40:44, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9452, top1_acc: 0.6945, top5_acc: 0.8570, loss_cls: 1.2832, loss: 2.2284, grad_norm: 10.7950 2021-07-09 00:55:37,959 - mmaction - INFO - Epoch [129][80/3757] lr: 1.000e-04, eta: 1 day, 0:40:22, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3126, loss: 2.2787, grad_norm: 10.7632 2021-07-09 00:55:59,338 - mmaction - INFO - Epoch [129][100/3757] lr: 1.000e-04, eta: 1 day, 0:40:01, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9769, top1_acc: 0.6859, top5_acc: 0.8523, loss_cls: 1.3193, loss: 2.2962, grad_norm: 10.7287 2021-07-09 00:56:21,225 - mmaction - INFO - Epoch [129][120/3757] lr: 1.000e-04, eta: 1 day, 0:39:39, time: 1.093, data_time: 0.001, memory: 6921, loss_aux: 0.9715, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3089, loss: 2.2804, grad_norm: 10.9626 2021-07-09 00:56:42,270 - mmaction - INFO - Epoch [129][140/3757] lr: 1.000e-04, eta: 1 day, 0:39:18, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9298, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2844, loss: 2.2143, grad_norm: 11.0679 2021-07-09 00:57:03,484 - mmaction - INFO - Epoch [129][160/3757] lr: 1.000e-04, eta: 1 day, 0:38:56, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9080, top1_acc: 0.7133, top5_acc: 0.8547, loss_cls: 1.2275, loss: 2.1356, grad_norm: 10.6055 2021-07-09 00:57:24,378 - mmaction - INFO - Epoch [129][180/3757] lr: 1.000e-04, eta: 1 day, 0:38:35, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9505, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2471, loss: 2.1976, grad_norm: 10.7279 2021-07-09 00:57:45,551 - mmaction - INFO - Epoch [129][200/3757] lr: 1.000e-04, eta: 1 day, 0:38:13, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9829, top1_acc: 0.6727, top5_acc: 0.8484, loss_cls: 1.4084, loss: 2.3913, grad_norm: 11.0530 2021-07-09 00:58:06,711 - mmaction - INFO - Epoch [129][220/3757] lr: 1.000e-04, eta: 1 day, 0:37:52, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2786, loss: 2.2421, grad_norm: 10.8961 2021-07-09 00:58:27,621 - mmaction - INFO - Epoch [129][240/3757] lr: 1.000e-04, eta: 1 day, 0:37:30, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9871, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3352, loss: 2.3224, grad_norm: 11.4082 2021-07-09 00:58:48,630 - mmaction - INFO - Epoch [129][260/3757] lr: 1.000e-04, eta: 1 day, 0:37:08, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9401, top1_acc: 0.6945, top5_acc: 0.8570, loss_cls: 1.2815, loss: 2.2216, grad_norm: 10.8181 2021-07-09 00:59:10,040 - mmaction - INFO - Epoch [129][280/3757] lr: 1.000e-04, eta: 1 day, 0:36:47, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9131, top1_acc: 0.6984, top5_acc: 0.8570, loss_cls: 1.2957, loss: 2.2088, grad_norm: 11.0376 2021-07-09 00:59:31,855 - mmaction - INFO - Epoch [129][300/3757] lr: 1.000e-04, eta: 1 day, 0:36:25, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 0.8654, top1_acc: 0.7086, top5_acc: 0.8711, loss_cls: 1.2056, loss: 2.0710, grad_norm: 10.4070 2021-07-09 00:59:52,801 - mmaction - INFO - Epoch [129][320/3757] lr: 1.000e-04, eta: 1 day, 0:36:04, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6727, top5_acc: 0.8602, loss_cls: 1.3254, loss: 2.3007, grad_norm: 11.5618 2021-07-09 01:00:13,652 - mmaction - INFO - Epoch [129][340/3757] lr: 1.000e-04, eta: 1 day, 0:35:42, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 1.0070, top1_acc: 0.6758, top5_acc: 0.8422, loss_cls: 1.4147, loss: 2.4217, grad_norm: 11.0564 2021-07-09 01:00:35,306 - mmaction - INFO - Epoch [129][360/3757] lr: 1.000e-04, eta: 1 day, 0:35:21, time: 1.082, data_time: 0.001, memory: 6921, loss_aux: 0.9751, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.3020, loss: 2.2771, grad_norm: 10.7949 2021-07-09 01:00:56,511 - mmaction - INFO - Epoch [129][380/3757] lr: 1.000e-04, eta: 1 day, 0:34:59, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9329, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2856, loss: 2.2185, grad_norm: 10.9062 2021-07-09 01:01:17,667 - mmaction - INFO - Epoch [129][400/3757] lr: 1.000e-04, eta: 1 day, 0:34:37, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3506, loss: 2.3412, grad_norm: 11.2769 2021-07-09 01:01:38,690 - mmaction - INFO - Epoch [129][420/3757] lr: 1.000e-04, eta: 1 day, 0:34:16, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6852, top5_acc: 0.8500, loss_cls: 1.3307, loss: 2.3142, grad_norm: 11.0370 2021-07-09 01:01:59,696 - mmaction - INFO - Epoch [129][440/3757] lr: 1.000e-04, eta: 1 day, 0:33:54, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.2889, loss: 2.2511, grad_norm: 10.9716 2021-07-09 01:02:21,425 - mmaction - INFO - Epoch [129][460/3757] lr: 1.000e-04, eta: 1 day, 0:33:33, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9601, top1_acc: 0.6703, top5_acc: 0.8586, loss_cls: 1.3072, loss: 2.2673, grad_norm: 10.8849 2021-07-09 01:02:42,588 - mmaction - INFO - Epoch [129][480/3757] lr: 1.000e-04, eta: 1 day, 0:33:11, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9515, top1_acc: 0.6898, top5_acc: 0.8500, loss_cls: 1.3399, loss: 2.2914, grad_norm: 10.8908 2021-07-09 01:03:03,704 - mmaction - INFO - Epoch [129][500/3757] lr: 1.000e-04, eta: 1 day, 0:32:50, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9465, top1_acc: 0.6977, top5_acc: 0.8570, loss_cls: 1.3097, loss: 2.2562, grad_norm: 10.8715 2021-07-09 01:03:24,877 - mmaction - INFO - Epoch [129][520/3757] lr: 1.000e-04, eta: 1 day, 0:32:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9281, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2362, loss: 2.1642, grad_norm: 10.5651 2021-07-09 01:03:45,912 - mmaction - INFO - Epoch [129][540/3757] lr: 1.000e-04, eta: 1 day, 0:32:06, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6586, top5_acc: 0.8547, loss_cls: 1.3936, loss: 2.3985, grad_norm: 11.2041 2021-07-09 01:04:06,948 - mmaction - INFO - Epoch [129][560/3757] lr: 1.000e-04, eta: 1 day, 0:31:45, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9174, top1_acc: 0.6961, top5_acc: 0.8625, loss_cls: 1.2606, loss: 2.1781, grad_norm: 10.5754 2021-07-09 01:04:27,903 - mmaction - INFO - Epoch [129][580/3757] lr: 1.000e-04, eta: 1 day, 0:31:23, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9585, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.2553, loss: 2.2138, grad_norm: 10.8856 2021-07-09 01:04:49,261 - mmaction - INFO - Epoch [129][600/3757] lr: 1.000e-04, eta: 1 day, 0:31:02, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9303, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2518, loss: 2.1821, grad_norm: 10.6436 2021-07-09 01:05:11,658 - mmaction - INFO - Epoch [129][620/3757] lr: 1.000e-04, eta: 1 day, 0:30:40, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 0.9370, top1_acc: 0.7039, top5_acc: 0.8664, loss_cls: 1.2366, loss: 2.1736, grad_norm: 10.4323 2021-07-09 01:05:32,471 - mmaction - INFO - Epoch [129][640/3757] lr: 1.000e-04, eta: 1 day, 0:30:19, time: 1.041, data_time: 0.005, memory: 6921, loss_aux: 0.9480, top1_acc: 0.7117, top5_acc: 0.8578, loss_cls: 1.2639, loss: 2.2119, grad_norm: 10.7228 2021-07-09 01:05:53,905 - mmaction - INFO - Epoch [129][660/3757] lr: 1.000e-04, eta: 1 day, 0:29:57, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9678, top1_acc: 0.6875, top5_acc: 0.8602, loss_cls: 1.3343, loss: 2.3021, grad_norm: 11.0725 2021-07-09 01:06:15,111 - mmaction - INFO - Epoch [129][680/3757] lr: 1.000e-04, eta: 1 day, 0:29:36, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.3407, loss: 2.3131, grad_norm: 11.1860 2021-07-09 01:06:36,431 - mmaction - INFO - Epoch [129][700/3757] lr: 1.000e-04, eta: 1 day, 0:29:14, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9365, top1_acc: 0.7039, top5_acc: 0.8688, loss_cls: 1.2393, loss: 2.1758, grad_norm: 10.7611 2021-07-09 01:06:57,740 - mmaction - INFO - Epoch [129][720/3757] lr: 1.000e-04, eta: 1 day, 0:28:53, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9149, top1_acc: 0.6914, top5_acc: 0.8805, loss_cls: 1.2179, loss: 2.1329, grad_norm: 10.7384 2021-07-09 01:07:19,765 - mmaction - INFO - Epoch [129][740/3757] lr: 1.000e-04, eta: 1 day, 0:28:31, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 0.9520, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.2882, loss: 2.2402, grad_norm: 11.2958 2021-07-09 01:07:40,550 - mmaction - INFO - Epoch [129][760/3757] lr: 1.000e-04, eta: 1 day, 0:28:09, time: 1.041, data_time: 0.005, memory: 6921, loss_aux: 0.9877, top1_acc: 0.6773, top5_acc: 0.8414, loss_cls: 1.3737, loss: 2.3614, grad_norm: 11.1779 2021-07-09 01:08:01,570 - mmaction - INFO - Epoch [129][780/3757] lr: 1.000e-04, eta: 1 day, 0:27:48, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9295, top1_acc: 0.6898, top5_acc: 0.8539, loss_cls: 1.3021, loss: 2.2317, grad_norm: 11.1842 2021-07-09 01:08:23,327 - mmaction - INFO - Epoch [129][800/3757] lr: 1.000e-04, eta: 1 day, 0:27:26, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3620, loss: 2.3614, grad_norm: 11.3164 2021-07-09 01:08:44,429 - mmaction - INFO - Epoch [129][820/3757] lr: 1.000e-04, eta: 1 day, 0:27:05, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0285, top1_acc: 0.6547, top5_acc: 0.8297, loss_cls: 1.4662, loss: 2.4946, grad_norm: 11.6301 2021-07-09 01:09:06,245 - mmaction - INFO - Epoch [129][840/3757] lr: 1.000e-04, eta: 1 day, 0:26:43, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9920, top1_acc: 0.6672, top5_acc: 0.8336, loss_cls: 1.4061, loss: 2.3980, grad_norm: 11.1646 2021-07-09 01:09:27,313 - mmaction - INFO - Epoch [129][860/3757] lr: 1.000e-04, eta: 1 day, 0:26:22, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9423, top1_acc: 0.7023, top5_acc: 0.8547, loss_cls: 1.3022, loss: 2.2445, grad_norm: 10.8978 2021-07-09 01:09:48,404 - mmaction - INFO - Epoch [129][880/3757] lr: 1.000e-04, eta: 1 day, 0:26:00, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9505, top1_acc: 0.6992, top5_acc: 0.8594, loss_cls: 1.2839, loss: 2.2344, grad_norm: 10.9828 2021-07-09 01:10:10,077 - mmaction - INFO - Epoch [129][900/3757] lr: 1.000e-04, eta: 1 day, 0:25:39, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3550, loss: 2.3259, grad_norm: 11.2605 2021-07-09 01:10:31,933 - mmaction - INFO - Epoch [129][920/3757] lr: 1.000e-04, eta: 1 day, 0:25:17, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6953, top5_acc: 0.8500, loss_cls: 1.3029, loss: 2.2783, grad_norm: 11.0095 2021-07-09 01:10:53,146 - mmaction - INFO - Epoch [129][940/3757] lr: 1.000e-04, eta: 1 day, 0:24:56, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9607, top1_acc: 0.6844, top5_acc: 0.8469, loss_cls: 1.3398, loss: 2.3005, grad_norm: 10.9018 2021-07-09 01:11:14,049 - mmaction - INFO - Epoch [129][960/3757] lr: 1.000e-04, eta: 1 day, 0:24:34, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.3581, loss: 2.3242, grad_norm: 11.2352 2021-07-09 01:11:34,802 - mmaction - INFO - Epoch [129][980/3757] lr: 1.000e-04, eta: 1 day, 0:24:12, time: 1.038, data_time: 0.003, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.3007, loss: 2.2565, grad_norm: 10.8924 2021-07-09 01:11:55,904 - mmaction - INFO - Epoch [129][1000/3757] lr: 1.000e-04, eta: 1 day, 0:23:51, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9311, top1_acc: 0.7078, top5_acc: 0.8633, loss_cls: 1.2347, loss: 2.1658, grad_norm: 10.8182 2021-07-09 01:12:17,491 - mmaction - INFO - Epoch [129][1020/3757] lr: 1.000e-04, eta: 1 day, 0:23:29, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 0.9229, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2706, loss: 2.1935, grad_norm: 10.7796 2021-07-09 01:12:38,589 - mmaction - INFO - Epoch [129][1040/3757] lr: 1.000e-04, eta: 1 day, 0:23:08, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9915, top1_acc: 0.6992, top5_acc: 0.8570, loss_cls: 1.3305, loss: 2.3221, grad_norm: 11.0491 2021-07-09 01:12:59,766 - mmaction - INFO - Epoch [129][1060/3757] lr: 1.000e-04, eta: 1 day, 0:22:46, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9305, top1_acc: 0.7023, top5_acc: 0.8609, loss_cls: 1.2543, loss: 2.1848, grad_norm: 10.9104 2021-07-09 01:13:20,927 - mmaction - INFO - Epoch [129][1080/3757] lr: 1.000e-04, eta: 1 day, 0:22:25, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9520, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2664, loss: 2.2183, grad_norm: 11.0106 2021-07-09 01:13:42,082 - mmaction - INFO - Epoch [129][1100/3757] lr: 1.000e-04, eta: 1 day, 0:22:03, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9388, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2770, loss: 2.2159, grad_norm: 10.7877 2021-07-09 01:14:04,007 - mmaction - INFO - Epoch [129][1120/3757] lr: 1.000e-04, eta: 1 day, 0:21:42, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6781, top5_acc: 0.8539, loss_cls: 1.3323, loss: 2.3040, grad_norm: 10.8306 2021-07-09 01:14:25,080 - mmaction - INFO - Epoch [129][1140/3757] lr: 1.000e-04, eta: 1 day, 0:21:20, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3371, loss: 2.2989, grad_norm: 11.0546 2021-07-09 01:14:46,417 - mmaction - INFO - Epoch [129][1160/3757] lr: 1.000e-04, eta: 1 day, 0:20:58, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9917, top1_acc: 0.6609, top5_acc: 0.8484, loss_cls: 1.3712, loss: 2.3629, grad_norm: 11.1230 2021-07-09 01:15:07,432 - mmaction - INFO - Epoch [129][1180/3757] lr: 1.000e-04, eta: 1 day, 0:20:37, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9506, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.3033, loss: 2.2539, grad_norm: 11.0925 2021-07-09 01:15:28,634 - mmaction - INFO - Epoch [129][1200/3757] lr: 1.000e-04, eta: 1 day, 0:20:15, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9378, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2416, loss: 2.1794, grad_norm: 10.6357 2021-07-09 01:15:49,803 - mmaction - INFO - Epoch [129][1220/3757] lr: 1.000e-04, eta: 1 day, 0:19:54, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9728, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.3043, loss: 2.2772, grad_norm: 11.0271 2021-07-09 01:16:11,594 - mmaction - INFO - Epoch [129][1240/3757] lr: 1.000e-04, eta: 1 day, 0:19:32, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 0.9986, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.4085, loss: 2.4070, grad_norm: 11.3553 2021-07-09 01:16:32,559 - mmaction - INFO - Epoch [129][1260/3757] lr: 1.000e-04, eta: 1 day, 0:19:11, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9349, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.2987, loss: 2.2337, grad_norm: 10.9317 2021-07-09 01:16:53,709 - mmaction - INFO - Epoch [129][1280/3757] lr: 1.000e-04, eta: 1 day, 0:18:49, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9405, top1_acc: 0.6914, top5_acc: 0.8695, loss_cls: 1.2547, loss: 2.1951, grad_norm: 10.9707 2021-07-09 01:17:15,419 - mmaction - INFO - Epoch [129][1300/3757] lr: 1.000e-04, eta: 1 day, 0:18:28, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9943, top1_acc: 0.6953, top5_acc: 0.8594, loss_cls: 1.3182, loss: 2.3125, grad_norm: 10.9834 2021-07-09 01:17:36,566 - mmaction - INFO - Epoch [129][1320/3757] lr: 1.000e-04, eta: 1 day, 0:18:06, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9684, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3465, loss: 2.3149, grad_norm: 11.1734 2021-07-09 01:17:57,719 - mmaction - INFO - Epoch [129][1340/3757] lr: 1.000e-04, eta: 1 day, 0:17:44, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9246, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2895, loss: 2.2141, grad_norm: 10.8794 2021-07-09 01:18:18,652 - mmaction - INFO - Epoch [129][1360/3757] lr: 1.000e-04, eta: 1 day, 0:17:23, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9494, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.3114, loss: 2.2608, grad_norm: 11.0859 2021-07-09 01:18:39,769 - mmaction - INFO - Epoch [129][1380/3757] lr: 1.000e-04, eta: 1 day, 0:17:01, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9481, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.3090, loss: 2.2570, grad_norm: 11.3408 2021-07-09 01:19:00,984 - mmaction - INFO - Epoch [129][1400/3757] lr: 1.000e-04, eta: 1 day, 0:16:40, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9139, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2251, loss: 2.1391, grad_norm: 10.7809 2021-07-09 01:19:22,075 - mmaction - INFO - Epoch [129][1420/3757] lr: 1.000e-04, eta: 1 day, 0:16:18, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9285, top1_acc: 0.7070, top5_acc: 0.8688, loss_cls: 1.2595, loss: 2.1879, grad_norm: 10.9591 2021-07-09 01:19:43,396 - mmaction - INFO - Epoch [129][1440/3757] lr: 1.000e-04, eta: 1 day, 0:15:57, time: 1.067, data_time: 0.013, memory: 6921, loss_aux: 0.9697, top1_acc: 0.6984, top5_acc: 0.8609, loss_cls: 1.3070, loss: 2.2768, grad_norm: 11.2305 2021-07-09 01:20:04,337 - mmaction - INFO - Epoch [129][1460/3757] lr: 1.000e-04, eta: 1 day, 0:15:35, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 0.9425, top1_acc: 0.7086, top5_acc: 0.8703, loss_cls: 1.2510, loss: 2.1935, grad_norm: 10.6541 2021-07-09 01:20:25,817 - mmaction - INFO - Epoch [129][1480/3757] lr: 1.000e-04, eta: 1 day, 0:15:13, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9794, top1_acc: 0.6914, top5_acc: 0.8516, loss_cls: 1.3248, loss: 2.3042, grad_norm: 10.9060 2021-07-09 01:20:46,724 - mmaction - INFO - Epoch [129][1500/3757] lr: 1.000e-04, eta: 1 day, 0:14:52, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9218, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2452, loss: 2.1670, grad_norm: 10.6115 2021-07-09 01:21:07,965 - mmaction - INFO - Epoch [129][1520/3757] lr: 1.000e-04, eta: 1 day, 0:14:30, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9881, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3244, loss: 2.3126, grad_norm: 11.1394 2021-07-09 01:21:29,025 - mmaction - INFO - Epoch [129][1540/3757] lr: 1.000e-04, eta: 1 day, 0:14:09, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9910, top1_acc: 0.7047, top5_acc: 0.8578, loss_cls: 1.3290, loss: 2.3200, grad_norm: 10.9336 2021-07-09 01:21:50,866 - mmaction - INFO - Epoch [129][1560/3757] lr: 1.000e-04, eta: 1 day, 0:13:47, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 0.9599, top1_acc: 0.6727, top5_acc: 0.8422, loss_cls: 1.3548, loss: 2.3147, grad_norm: 11.1832 2021-07-09 01:22:12,938 - mmaction - INFO - Epoch [129][1580/3757] lr: 1.000e-04, eta: 1 day, 0:13:26, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 0.9571, top1_acc: 0.6828, top5_acc: 0.8367, loss_cls: 1.3868, loss: 2.3440, grad_norm: 11.3366 2021-07-09 01:22:34,018 - mmaction - INFO - Epoch [129][1600/3757] lr: 1.000e-04, eta: 1 day, 0:13:04, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9387, top1_acc: 0.7141, top5_acc: 0.8727, loss_cls: 1.2236, loss: 2.1623, grad_norm: 10.5965 2021-07-09 01:22:54,936 - mmaction - INFO - Epoch [129][1620/3757] lr: 1.000e-04, eta: 1 day, 0:12:43, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9897, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3615, loss: 2.3512, grad_norm: 11.0652 2021-07-09 01:23:16,041 - mmaction - INFO - Epoch [129][1640/3757] lr: 1.000e-04, eta: 1 day, 0:12:21, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9111, top1_acc: 0.7117, top5_acc: 0.8695, loss_cls: 1.1864, loss: 2.0974, grad_norm: 10.6495 2021-07-09 01:23:37,254 - mmaction - INFO - Epoch [129][1660/3757] lr: 1.000e-04, eta: 1 day, 0:11:59, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9508, top1_acc: 0.6906, top5_acc: 0.8539, loss_cls: 1.3036, loss: 2.2544, grad_norm: 10.6027 2021-07-09 01:23:59,125 - mmaction - INFO - Epoch [129][1680/3757] lr: 1.000e-04, eta: 1 day, 0:11:38, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9471, top1_acc: 0.7023, top5_acc: 0.8633, loss_cls: 1.3194, loss: 2.2665, grad_norm: 10.7126 2021-07-09 01:24:20,795 - mmaction - INFO - Epoch [129][1700/3757] lr: 1.000e-04, eta: 1 day, 0:11:17, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 0.9442, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2497, loss: 2.1940, grad_norm: 10.8625 2021-07-09 01:24:41,678 - mmaction - INFO - Epoch [129][1720/3757] lr: 1.000e-04, eta: 1 day, 0:10:55, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 0.9370, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2925, loss: 2.2294, grad_norm: 10.8913 2021-07-09 01:25:02,707 - mmaction - INFO - Epoch [129][1740/3757] lr: 1.000e-04, eta: 1 day, 0:10:33, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6883, top5_acc: 0.8547, loss_cls: 1.3147, loss: 2.2693, grad_norm: 11.1979 2021-07-09 01:25:24,885 - mmaction - INFO - Epoch [129][1760/3757] lr: 1.000e-04, eta: 1 day, 0:10:12, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 0.9731, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3560, loss: 2.3292, grad_norm: 11.4995 2021-07-09 01:25:45,751 - mmaction - INFO - Epoch [129][1780/3757] lr: 1.000e-04, eta: 1 day, 0:09:50, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 0.9805, top1_acc: 0.6758, top5_acc: 0.8672, loss_cls: 1.3585, loss: 2.3390, grad_norm: 11.3293 2021-07-09 01:26:07,077 - mmaction - INFO - Epoch [129][1800/3757] lr: 1.000e-04, eta: 1 day, 0:09:29, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9513, top1_acc: 0.6766, top5_acc: 0.8648, loss_cls: 1.3203, loss: 2.2716, grad_norm: 11.0394 2021-07-09 01:26:28,846 - mmaction - INFO - Epoch [129][1820/3757] lr: 1.000e-04, eta: 1 day, 0:09:07, time: 1.089, data_time: 0.001, memory: 6921, loss_aux: 0.9542, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2734, loss: 2.2276, grad_norm: 10.9819 2021-07-09 01:26:50,120 - mmaction - INFO - Epoch [129][1840/3757] lr: 1.000e-04, eta: 1 day, 0:08:46, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9824, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.2879, loss: 2.2704, grad_norm: 11.0111 2021-07-09 01:27:11,139 - mmaction - INFO - Epoch [129][1860/3757] lr: 1.000e-04, eta: 1 day, 0:08:24, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6742, top5_acc: 0.8398, loss_cls: 1.3956, loss: 2.4028, grad_norm: 11.0448 2021-07-09 01:27:32,040 - mmaction - INFO - Epoch [129][1880/3757] lr: 1.000e-04, eta: 1 day, 0:08:03, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9163, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2262, loss: 2.1424, grad_norm: 10.9642 2021-07-09 01:27:53,075 - mmaction - INFO - Epoch [129][1900/3757] lr: 1.000e-04, eta: 1 day, 0:07:41, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9484, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.3140, loss: 2.2624, grad_norm: 11.0557 2021-07-09 01:28:14,897 - mmaction - INFO - Epoch [129][1920/3757] lr: 1.000e-04, eta: 1 day, 0:07:19, time: 1.089, data_time: 0.044, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3804, loss: 2.3852, grad_norm: 11.4923 2021-07-09 01:28:35,954 - mmaction - INFO - Epoch [129][1940/3757] lr: 1.000e-04, eta: 1 day, 0:06:58, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9431, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.2834, loss: 2.2266, grad_norm: 10.9335 2021-07-09 01:28:57,004 - mmaction - INFO - Epoch [129][1960/3757] lr: 1.000e-04, eta: 1 day, 0:06:36, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6797, top5_acc: 0.8500, loss_cls: 1.3696, loss: 2.3536, grad_norm: 11.1583 2021-07-09 01:29:19,337 - mmaction - INFO - Epoch [129][1980/3757] lr: 1.000e-04, eta: 1 day, 0:06:15, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6742, top5_acc: 0.8352, loss_cls: 1.4137, loss: 2.4169, grad_norm: 10.9606 2021-07-09 01:29:40,415 - mmaction - INFO - Epoch [129][2000/3757] lr: 1.000e-04, eta: 1 day, 0:05:53, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6906, top5_acc: 0.8562, loss_cls: 1.3006, loss: 2.2564, grad_norm: 10.7465 2021-07-09 01:30:01,492 - mmaction - INFO - Epoch [129][2020/3757] lr: 1.000e-04, eta: 1 day, 0:05:32, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6805, top5_acc: 0.8500, loss_cls: 1.3716, loss: 2.3599, grad_norm: 11.0001 2021-07-09 01:30:22,570 - mmaction - INFO - Epoch [129][2040/3757] lr: 1.000e-04, eta: 1 day, 0:05:10, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9389, top1_acc: 0.6945, top5_acc: 0.8500, loss_cls: 1.3150, loss: 2.2539, grad_norm: 10.9233 2021-07-09 01:30:43,635 - mmaction - INFO - Epoch [129][2060/3757] lr: 1.000e-04, eta: 1 day, 0:04:49, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9528, top1_acc: 0.6797, top5_acc: 0.8734, loss_cls: 1.2879, loss: 2.2406, grad_norm: 11.2054 2021-07-09 01:31:04,905 - mmaction - INFO - Epoch [129][2080/3757] lr: 1.000e-04, eta: 1 day, 0:04:27, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6781, top5_acc: 0.8508, loss_cls: 1.3682, loss: 2.3426, grad_norm: 11.0694 2021-07-09 01:31:25,835 - mmaction - INFO - Epoch [129][2100/3757] lr: 1.000e-04, eta: 1 day, 0:04:05, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9715, top1_acc: 0.6852, top5_acc: 0.8492, loss_cls: 1.3539, loss: 2.3254, grad_norm: 11.1502 2021-07-09 01:31:46,998 - mmaction - INFO - Epoch [129][2120/3757] lr: 1.000e-04, eta: 1 day, 0:03:44, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3116, loss: 2.2850, grad_norm: 10.8211 2021-07-09 01:32:08,599 - mmaction - INFO - Epoch [129][2140/3757] lr: 1.000e-04, eta: 1 day, 0:03:22, time: 1.081, data_time: 0.029, memory: 6921, loss_aux: 0.9584, top1_acc: 0.6914, top5_acc: 0.8500, loss_cls: 1.3364, loss: 2.2948, grad_norm: 10.9468 2021-07-09 01:32:29,489 - mmaction - INFO - Epoch [129][2160/3757] lr: 1.000e-04, eta: 1 day, 0:03:01, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9922, top1_acc: 0.6742, top5_acc: 0.8453, loss_cls: 1.3799, loss: 2.3721, grad_norm: 11.1188 2021-07-09 01:32:50,647 - mmaction - INFO - Epoch [129][2180/3757] lr: 1.000e-04, eta: 1 day, 0:02:39, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6883, top5_acc: 0.8500, loss_cls: 1.3464, loss: 2.3117, grad_norm: 10.8493 2021-07-09 01:33:11,840 - mmaction - INFO - Epoch [129][2200/3757] lr: 1.000e-04, eta: 1 day, 0:02:18, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9996, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3624, loss: 2.3620, grad_norm: 11.0259 2021-07-09 01:33:33,138 - mmaction - INFO - Epoch [129][2220/3757] lr: 1.000e-04, eta: 1 day, 0:01:56, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9450, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2387, loss: 2.1837, grad_norm: 10.7486 2021-07-09 01:33:54,474 - mmaction - INFO - Epoch [129][2240/3757] lr: 1.000e-04, eta: 1 day, 0:01:34, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0163, top1_acc: 0.6609, top5_acc: 0.8414, loss_cls: 1.3824, loss: 2.3986, grad_norm: 11.3181 2021-07-09 01:34:15,770 - mmaction - INFO - Epoch [129][2260/3757] lr: 1.000e-04, eta: 1 day, 0:01:13, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9710, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3344, loss: 2.3054, grad_norm: 11.1332 2021-07-09 01:34:37,029 - mmaction - INFO - Epoch [129][2280/3757] lr: 1.000e-04, eta: 1 day, 0:00:51, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2735, loss: 2.2281, grad_norm: 11.1726 2021-07-09 01:34:57,976 - mmaction - INFO - Epoch [129][2300/3757] lr: 1.000e-04, eta: 1 day, 0:00:30, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6766, top5_acc: 0.8469, loss_cls: 1.3652, loss: 2.3538, grad_norm: 11.2097 2021-07-09 01:35:19,025 - mmaction - INFO - Epoch [129][2320/3757] lr: 1.000e-04, eta: 1 day, 0:00:08, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9600, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3147, loss: 2.2747, grad_norm: 10.9246 2021-07-09 01:35:40,036 - mmaction - INFO - Epoch [129][2340/3757] lr: 1.000e-04, eta: 23:59:47, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3697, loss: 2.3596, grad_norm: 11.4076 2021-07-09 01:36:02,147 - mmaction - INFO - Epoch [129][2360/3757] lr: 1.000e-04, eta: 23:59:25, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 0.9922, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3318, loss: 2.3240, grad_norm: 10.9881 2021-07-09 01:36:23,150 - mmaction - INFO - Epoch [129][2380/3757] lr: 1.000e-04, eta: 23:59:04, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6750, top5_acc: 0.8617, loss_cls: 1.3428, loss: 2.3080, grad_norm: 11.2529 2021-07-09 01:36:44,260 - mmaction - INFO - Epoch [129][2400/3757] lr: 1.000e-04, eta: 23:58:42, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.8778, top1_acc: 0.7117, top5_acc: 0.8852, loss_cls: 1.1526, loss: 2.0304, grad_norm: 10.6758 2021-07-09 01:37:05,302 - mmaction - INFO - Epoch [129][2420/3757] lr: 1.000e-04, eta: 23:58:20, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.3120, loss: 2.2899, grad_norm: 10.8300 2021-07-09 01:37:26,473 - mmaction - INFO - Epoch [129][2440/3757] lr: 1.000e-04, eta: 23:57:59, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6773, top5_acc: 0.8500, loss_cls: 1.3487, loss: 2.3551, grad_norm: 10.9979 2021-07-09 01:37:47,607 - mmaction - INFO - Epoch [129][2460/3757] lr: 1.000e-04, eta: 23:57:37, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9401, top1_acc: 0.7047, top5_acc: 0.8805, loss_cls: 1.2283, loss: 2.1684, grad_norm: 10.6381 2021-07-09 01:38:09,840 - mmaction - INFO - Epoch [129][2480/3757] lr: 1.000e-04, eta: 23:57:16, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 0.9316, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.2855, loss: 2.2171, grad_norm: 10.7869 2021-07-09 01:38:30,909 - mmaction - INFO - Epoch [129][2500/3757] lr: 1.000e-04, eta: 23:56:54, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9472, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3262, loss: 2.2734, grad_norm: 11.1111 2021-07-09 01:38:51,860 - mmaction - INFO - Epoch [129][2520/3757] lr: 1.000e-04, eta: 23:56:33, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9371, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2392, loss: 2.1763, grad_norm: 10.7331 2021-07-09 01:39:12,944 - mmaction - INFO - Epoch [129][2540/3757] lr: 1.000e-04, eta: 23:56:11, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9962, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3019, loss: 2.2981, grad_norm: 11.1519 2021-07-09 01:39:34,184 - mmaction - INFO - Epoch [129][2560/3757] lr: 1.000e-04, eta: 23:55:50, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9448, top1_acc: 0.7008, top5_acc: 0.8539, loss_cls: 1.2677, loss: 2.2125, grad_norm: 11.0453 2021-07-09 01:39:55,426 - mmaction - INFO - Epoch [129][2580/3757] lr: 1.000e-04, eta: 23:55:28, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6719, top5_acc: 0.8547, loss_cls: 1.3674, loss: 2.3619, grad_norm: 11.1955 2021-07-09 01:40:16,543 - mmaction - INFO - Epoch [129][2600/3757] lr: 1.000e-04, eta: 23:55:06, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9754, top1_acc: 0.6906, top5_acc: 0.8445, loss_cls: 1.3484, loss: 2.3238, grad_norm: 10.9154 2021-07-09 01:40:37,789 - mmaction - INFO - Epoch [129][2620/3757] lr: 1.000e-04, eta: 23:54:45, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 0.9487, top1_acc: 0.6891, top5_acc: 0.8562, loss_cls: 1.3086, loss: 2.2573, grad_norm: 10.9038 2021-07-09 01:40:59,847 - mmaction - INFO - Epoch [129][2640/3757] lr: 1.000e-04, eta: 23:54:23, time: 1.103, data_time: 0.050, memory: 6921, loss_aux: 0.9534, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3419, loss: 2.2953, grad_norm: 11.2127 2021-07-09 01:41:21,178 - mmaction - INFO - Epoch [129][2660/3757] lr: 1.000e-04, eta: 23:54:02, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9451, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3125, loss: 2.2577, grad_norm: 11.2662 2021-07-09 01:41:42,481 - mmaction - INFO - Epoch [129][2680/3757] lr: 1.000e-04, eta: 23:53:40, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0071, top1_acc: 0.6672, top5_acc: 0.8500, loss_cls: 1.4052, loss: 2.4123, grad_norm: 11.4213 2021-07-09 01:42:03,496 - mmaction - INFO - Epoch [129][2700/3757] lr: 1.000e-04, eta: 23:53:19, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9942, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3604, loss: 2.3546, grad_norm: 11.3576 2021-07-09 01:42:24,879 - mmaction - INFO - Epoch [129][2720/3757] lr: 1.000e-04, eta: 23:52:57, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9441, top1_acc: 0.6727, top5_acc: 0.8633, loss_cls: 1.3095, loss: 2.2536, grad_norm: 11.0287 2021-07-09 01:42:46,009 - mmaction - INFO - Epoch [129][2740/3757] lr: 1.000e-04, eta: 23:52:36, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9853, top1_acc: 0.6562, top5_acc: 0.8523, loss_cls: 1.3933, loss: 2.3786, grad_norm: 11.2141 2021-07-09 01:43:07,549 - mmaction - INFO - Epoch [129][2760/3757] lr: 1.000e-04, eta: 23:52:14, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9559, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2501, loss: 2.2060, grad_norm: 10.8315 2021-07-09 01:43:28,746 - mmaction - INFO - Epoch [129][2780/3757] lr: 1.000e-04, eta: 23:51:53, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9816, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3400, loss: 2.3215, grad_norm: 11.3050 2021-07-09 01:43:49,877 - mmaction - INFO - Epoch [129][2800/3757] lr: 1.000e-04, eta: 23:51:31, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6687, top5_acc: 0.8531, loss_cls: 1.3647, loss: 2.3579, grad_norm: 11.3116 2021-07-09 01:44:10,988 - mmaction - INFO - Epoch [129][2820/3757] lr: 1.000e-04, eta: 23:51:09, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9695, top1_acc: 0.7063, top5_acc: 0.8570, loss_cls: 1.3052, loss: 2.2747, grad_norm: 10.8339 2021-07-09 01:44:32,154 - mmaction - INFO - Epoch [129][2840/3757] lr: 1.000e-04, eta: 23:50:48, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 1.0095, top1_acc: 0.6680, top5_acc: 0.8383, loss_cls: 1.4073, loss: 2.4168, grad_norm: 11.2780 2021-07-09 01:44:53,283 - mmaction - INFO - Epoch [129][2860/3757] lr: 1.000e-04, eta: 23:50:26, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9673, top1_acc: 0.6961, top5_acc: 0.8523, loss_cls: 1.3335, loss: 2.3009, grad_norm: 10.9433 2021-07-09 01:45:14,610 - mmaction - INFO - Epoch [129][2880/3757] lr: 1.000e-04, eta: 23:50:05, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9235, top1_acc: 0.7211, top5_acc: 0.8711, loss_cls: 1.2089, loss: 2.1325, grad_norm: 10.8874 2021-07-09 01:45:36,449 - mmaction - INFO - Epoch [129][2900/3757] lr: 1.000e-04, eta: 23:49:43, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 0.9743, top1_acc: 0.7055, top5_acc: 0.8492, loss_cls: 1.3098, loss: 2.2841, grad_norm: 10.7300 2021-07-09 01:45:58,070 - mmaction - INFO - Epoch [129][2920/3757] lr: 1.000e-04, eta: 23:49:22, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9869, top1_acc: 0.6695, top5_acc: 0.8641, loss_cls: 1.3176, loss: 2.3045, grad_norm: 11.0277 2021-07-09 01:46:19,247 - mmaction - INFO - Epoch [129][2940/3757] lr: 1.000e-04, eta: 23:49:00, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9567, top1_acc: 0.6891, top5_acc: 0.8695, loss_cls: 1.2785, loss: 2.2351, grad_norm: 10.8517 2021-07-09 01:46:40,282 - mmaction - INFO - Epoch [129][2960/3757] lr: 1.000e-04, eta: 23:48:39, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9106, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2672, loss: 2.1778, grad_norm: 10.8807 2021-07-09 01:47:01,471 - mmaction - INFO - Epoch [129][2980/3757] lr: 1.000e-04, eta: 23:48:17, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9448, top1_acc: 0.6711, top5_acc: 0.8562, loss_cls: 1.3199, loss: 2.2647, grad_norm: 11.0855 2021-07-09 01:47:23,801 - mmaction - INFO - Epoch [129][3000/3757] lr: 1.000e-04, eta: 23:47:56, time: 1.118, data_time: 0.073, memory: 6921, loss_aux: 0.9554, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.2472, loss: 2.2026, grad_norm: 10.7693 2021-07-09 01:47:45,092 - mmaction - INFO - Epoch [129][3020/3757] lr: 1.000e-04, eta: 23:47:34, time: 1.063, data_time: 0.009, memory: 6921, loss_aux: 0.9477, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2828, loss: 2.2305, grad_norm: 11.2575 2021-07-09 01:48:06,786 - mmaction - INFO - Epoch [129][3040/3757] lr: 1.000e-04, eta: 23:47:13, time: 1.085, data_time: 0.038, memory: 6921, loss_aux: 0.9588, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.2735, loss: 2.2322, grad_norm: 11.0953 2021-07-09 01:48:27,971 - mmaction - INFO - Epoch [129][3060/3757] lr: 1.000e-04, eta: 23:46:51, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.8932, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.1964, loss: 2.0896, grad_norm: 10.3793 2021-07-09 01:48:49,020 - mmaction - INFO - Epoch [129][3080/3757] lr: 1.000e-04, eta: 23:46:29, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9606, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3051, loss: 2.2657, grad_norm: 11.2132 2021-07-09 01:49:10,334 - mmaction - INFO - Epoch [129][3100/3757] lr: 1.000e-04, eta: 23:46:08, time: 1.067, data_time: 0.008, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6797, top5_acc: 0.8477, loss_cls: 1.3686, loss: 2.3745, grad_norm: 11.3998 2021-07-09 01:49:31,790 - mmaction - INFO - Epoch [129][3120/3757] lr: 1.000e-04, eta: 23:45:46, time: 1.073, data_time: 0.031, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.2974, loss: 2.2668, grad_norm: 11.1433 2021-07-09 01:49:52,859 - mmaction - INFO - Epoch [129][3140/3757] lr: 1.000e-04, eta: 23:45:25, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.8892, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2108, loss: 2.1001, grad_norm: 10.8965 2021-07-09 01:50:14,068 - mmaction - INFO - Epoch [129][3160/3757] lr: 1.000e-04, eta: 23:45:03, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9577, top1_acc: 0.6805, top5_acc: 0.8688, loss_cls: 1.2730, loss: 2.2307, grad_norm: 11.2094 2021-07-09 01:50:35,580 - mmaction - INFO - Epoch [129][3180/3757] lr: 1.000e-04, eta: 23:44:42, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3402, loss: 2.3175, grad_norm: 11.4322 2021-07-09 01:50:56,602 - mmaction - INFO - Epoch [129][3200/3757] lr: 1.000e-04, eta: 23:44:20, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9043, top1_acc: 0.7133, top5_acc: 0.8719, loss_cls: 1.2350, loss: 2.1393, grad_norm: 10.5323 2021-07-09 01:51:17,941 - mmaction - INFO - Epoch [129][3220/3757] lr: 1.000e-04, eta: 23:43:59, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9792, top1_acc: 0.6836, top5_acc: 0.8523, loss_cls: 1.3431, loss: 2.3223, grad_norm: 11.0262 2021-07-09 01:51:40,113 - mmaction - INFO - Epoch [129][3240/3757] lr: 1.000e-04, eta: 23:43:37, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 0.9713, top1_acc: 0.6875, top5_acc: 0.8547, loss_cls: 1.3048, loss: 2.2761, grad_norm: 10.7972 2021-07-09 01:52:01,436 - mmaction - INFO - Epoch [129][3260/3757] lr: 1.000e-04, eta: 23:43:16, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9389, top1_acc: 0.6727, top5_acc: 0.8641, loss_cls: 1.3036, loss: 2.2425, grad_norm: 11.0092 2021-07-09 01:52:22,705 - mmaction - INFO - Epoch [129][3280/3757] lr: 1.000e-04, eta: 23:42:54, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6602, top5_acc: 0.8398, loss_cls: 1.4250, loss: 2.4125, grad_norm: 11.6793 2021-07-09 01:52:44,784 - mmaction - INFO - Epoch [129][3300/3757] lr: 1.000e-04, eta: 23:42:33, time: 1.106, data_time: 0.005, memory: 6921, loss_aux: 0.9525, top1_acc: 0.7063, top5_acc: 0.8594, loss_cls: 1.2537, loss: 2.2062, grad_norm: 10.6867 2021-07-09 01:53:05,828 - mmaction - INFO - Epoch [129][3320/3757] lr: 1.000e-04, eta: 23:42:11, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9267, top1_acc: 0.6914, top5_acc: 0.8547, loss_cls: 1.2684, loss: 2.1951, grad_norm: 10.7413 2021-07-09 01:53:27,154 - mmaction - INFO - Epoch [129][3340/3757] lr: 1.000e-04, eta: 23:41:50, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9351, top1_acc: 0.6836, top5_acc: 0.8477, loss_cls: 1.3155, loss: 2.2506, grad_norm: 10.9821 2021-07-09 01:53:48,212 - mmaction - INFO - Epoch [129][3360/3757] lr: 1.000e-04, eta: 23:41:28, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9601, top1_acc: 0.6828, top5_acc: 0.8398, loss_cls: 1.3599, loss: 2.3199, grad_norm: 11.2354 2021-07-09 01:54:09,312 - mmaction - INFO - Epoch [129][3380/3757] lr: 1.000e-04, eta: 23:41:06, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6719, top5_acc: 0.8688, loss_cls: 1.3407, loss: 2.3408, grad_norm: 11.2015 2021-07-09 01:54:30,350 - mmaction - INFO - Epoch [129][3400/3757] lr: 1.000e-04, eta: 23:40:45, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9297, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3237, loss: 2.2534, grad_norm: 10.9861 2021-07-09 01:54:51,530 - mmaction - INFO - Epoch [129][3420/3757] lr: 1.000e-04, eta: 23:40:23, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9298, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2809, loss: 2.2107, grad_norm: 11.0981 2021-07-09 01:55:13,002 - mmaction - INFO - Epoch [129][3440/3757] lr: 1.000e-04, eta: 23:40:02, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9010, top1_acc: 0.7000, top5_acc: 0.8680, loss_cls: 1.2169, loss: 2.1179, grad_norm: 10.5753 2021-07-09 01:55:34,098 - mmaction - INFO - Epoch [129][3460/3757] lr: 1.000e-04, eta: 23:39:40, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3069, loss: 2.2816, grad_norm: 11.2022 2021-07-09 01:55:55,091 - mmaction - INFO - Epoch [129][3480/3757] lr: 1.000e-04, eta: 23:39:19, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 0.9353, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2322, loss: 2.1675, grad_norm: 11.0823 2021-07-09 01:56:16,359 - mmaction - INFO - Epoch [129][3500/3757] lr: 1.000e-04, eta: 23:38:57, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9355, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.2587, loss: 2.1942, grad_norm: 10.7609 2021-07-09 01:56:37,450 - mmaction - INFO - Epoch [129][3520/3757] lr: 1.000e-04, eta: 23:38:35, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9638, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.2966, loss: 2.2604, grad_norm: 10.9960 2021-07-09 01:56:58,541 - mmaction - INFO - Epoch [129][3540/3757] lr: 1.000e-04, eta: 23:38:14, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.3134, loss: 2.2851, grad_norm: 10.8385 2021-07-09 01:57:19,706 - mmaction - INFO - Epoch [129][3560/3757] lr: 1.000e-04, eta: 23:37:52, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9956, top1_acc: 0.6836, top5_acc: 0.8555, loss_cls: 1.3398, loss: 2.3354, grad_norm: 11.3076 2021-07-09 01:57:40,864 - mmaction - INFO - Epoch [129][3580/3757] lr: 1.000e-04, eta: 23:37:31, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9227, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.2290, loss: 2.1517, grad_norm: 10.4704 2021-07-09 01:58:02,755 - mmaction - INFO - Epoch [129][3600/3757] lr: 1.000e-04, eta: 23:37:09, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 0.9435, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.2983, loss: 2.2418, grad_norm: 11.0366 2021-07-09 01:58:23,965 - mmaction - INFO - Epoch [129][3620/3757] lr: 1.000e-04, eta: 23:36:48, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9186, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2237, loss: 2.1424, grad_norm: 10.7154 2021-07-09 01:58:44,986 - mmaction - INFO - Epoch [129][3640/3757] lr: 1.000e-04, eta: 23:36:26, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9876, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3224, loss: 2.3101, grad_norm: 11.6140 2021-07-09 01:59:06,170 - mmaction - INFO - Epoch [129][3660/3757] lr: 1.000e-04, eta: 23:36:05, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9506, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2544, loss: 2.2050, grad_norm: 10.7258 2021-07-09 01:59:27,358 - mmaction - INFO - Epoch [129][3680/3757] lr: 1.000e-04, eta: 23:35:43, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9137, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2698, loss: 2.1835, grad_norm: 10.8194 2021-07-09 01:59:48,350 - mmaction - INFO - Epoch [129][3700/3757] lr: 1.000e-04, eta: 23:35:21, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9550, top1_acc: 0.6844, top5_acc: 0.8531, loss_cls: 1.2988, loss: 2.2538, grad_norm: 10.8561 2021-07-09 02:00:09,779 - mmaction - INFO - Epoch [129][3720/3757] lr: 1.000e-04, eta: 23:35:00, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9711, top1_acc: 0.6859, top5_acc: 0.8586, loss_cls: 1.3010, loss: 2.2722, grad_norm: 11.1914 2021-07-09 02:00:31,757 - mmaction - INFO - Epoch [129][3740/3757] lr: 1.000e-04, eta: 23:34:38, time: 1.098, data_time: 0.046, memory: 6921, loss_aux: 0.9437, top1_acc: 0.6937, top5_acc: 0.8609, loss_cls: 1.3137, loss: 2.2573, grad_norm: 11.1726 2021-07-09 02:00:50,066 - mmaction - INFO - Saving checkpoint at 129 epochs 2021-07-09 02:01:52,162 - mmaction - INFO - Epoch [130][20/3757] lr: 1.000e-04, eta: 23:34:02, time: 3.022, data_time: 1.993, memory: 6921, loss_aux: 0.9312, top1_acc: 0.6898, top5_acc: 0.8602, loss_cls: 1.2604, loss: 2.1916, grad_norm: 10.9696 2021-07-09 02:02:13,153 - mmaction - INFO - Epoch [130][40/3757] lr: 1.000e-04, eta: 23:33:40, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 0.9567, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.3116, loss: 2.2683, grad_norm: 10.8804 2021-07-09 02:02:34,266 - mmaction - INFO - Epoch [130][60/3757] lr: 1.000e-04, eta: 23:33:19, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9788, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3134, loss: 2.2922, grad_norm: 11.4296 2021-07-09 02:02:56,023 - mmaction - INFO - Epoch [130][80/3757] lr: 1.000e-04, eta: 23:32:57, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 0.9736, top1_acc: 0.6852, top5_acc: 0.8500, loss_cls: 1.3248, loss: 2.2985, grad_norm: 11.2041 2021-07-09 02:03:17,037 - mmaction - INFO - Epoch [130][100/3757] lr: 1.000e-04, eta: 23:32:36, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9588, top1_acc: 0.6992, top5_acc: 0.8594, loss_cls: 1.2902, loss: 2.2490, grad_norm: 10.7942 2021-07-09 02:03:38,115 - mmaction - INFO - Epoch [130][120/3757] lr: 1.000e-04, eta: 23:32:14, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9294, top1_acc: 0.6969, top5_acc: 0.8562, loss_cls: 1.2714, loss: 2.2008, grad_norm: 10.9530 2021-07-09 02:03:59,144 - mmaction - INFO - Epoch [130][140/3757] lr: 1.000e-04, eta: 23:31:53, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0116, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.3600, loss: 2.3716, grad_norm: 11.0776 2021-07-09 02:04:20,770 - mmaction - INFO - Epoch [130][160/3757] lr: 1.000e-04, eta: 23:31:31, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9488, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.2726, loss: 2.2214, grad_norm: 10.5559 2021-07-09 02:04:41,952 - mmaction - INFO - Epoch [130][180/3757] lr: 1.000e-04, eta: 23:31:10, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 0.9325, top1_acc: 0.6828, top5_acc: 0.8688, loss_cls: 1.2594, loss: 2.1919, grad_norm: 10.8700 2021-07-09 02:05:03,092 - mmaction - INFO - Epoch [130][200/3757] lr: 1.000e-04, eta: 23:30:48, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3057, loss: 2.3032, grad_norm: 11.1042 2021-07-09 02:05:25,310 - mmaction - INFO - Epoch [130][220/3757] lr: 1.000e-04, eta: 23:30:27, time: 1.111, data_time: 0.058, memory: 6921, loss_aux: 0.9942, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3772, loss: 2.3714, grad_norm: 11.3131 2021-07-09 02:05:46,267 - mmaction - INFO - Epoch [130][240/3757] lr: 1.000e-04, eta: 23:30:05, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.8990, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.2239, loss: 2.1229, grad_norm: 10.8105 2021-07-09 02:06:07,373 - mmaction - INFO - Epoch [130][260/3757] lr: 1.000e-04, eta: 23:29:43, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9465, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3241, loss: 2.2706, grad_norm: 11.0107 2021-07-09 02:06:28,559 - mmaction - INFO - Epoch [130][280/3757] lr: 1.000e-04, eta: 23:29:22, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9513, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.3103, loss: 2.2616, grad_norm: 10.8187 2021-07-09 02:06:49,636 - mmaction - INFO - Epoch [130][300/3757] lr: 1.000e-04, eta: 23:29:00, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.8953, top1_acc: 0.7242, top5_acc: 0.8656, loss_cls: 1.2142, loss: 2.1095, grad_norm: 10.5041 2021-07-09 02:07:10,922 - mmaction - INFO - Epoch [130][320/3757] lr: 1.000e-04, eta: 23:28:39, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9710, top1_acc: 0.6813, top5_acc: 0.8508, loss_cls: 1.3669, loss: 2.3379, grad_norm: 10.9627 2021-07-09 02:07:32,223 - mmaction - INFO - Epoch [130][340/3757] lr: 1.000e-04, eta: 23:28:17, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6891, top5_acc: 0.8500, loss_cls: 1.3457, loss: 2.3231, grad_norm: 11.3408 2021-07-09 02:07:53,314 - mmaction - INFO - Epoch [130][360/3757] lr: 1.000e-04, eta: 23:27:56, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9534, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2797, loss: 2.2332, grad_norm: 11.1171 2021-07-09 02:08:14,519 - mmaction - INFO - Epoch [130][380/3757] lr: 1.000e-04, eta: 23:27:34, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9473, top1_acc: 0.6906, top5_acc: 0.8555, loss_cls: 1.3111, loss: 2.2584, grad_norm: 11.0415 2021-07-09 02:08:35,573 - mmaction - INFO - Epoch [130][400/3757] lr: 1.000e-04, eta: 23:27:12, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9502, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2576, loss: 2.2078, grad_norm: 10.5016 2021-07-09 02:08:56,858 - mmaction - INFO - Epoch [130][420/3757] lr: 1.000e-04, eta: 23:26:51, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9704, top1_acc: 0.6687, top5_acc: 0.8383, loss_cls: 1.3612, loss: 2.3317, grad_norm: 10.9018 2021-07-09 02:09:18,682 - mmaction - INFO - Epoch [130][440/3757] lr: 1.000e-04, eta: 23:26:29, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9634, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2887, loss: 2.2521, grad_norm: 10.9549 2021-07-09 02:09:40,796 - mmaction - INFO - Epoch [130][460/3757] lr: 1.000e-04, eta: 23:26:08, time: 1.105, data_time: 0.001, memory: 6921, loss_aux: 0.8874, top1_acc: 0.7203, top5_acc: 0.8781, loss_cls: 1.1775, loss: 2.0648, grad_norm: 10.5152 2021-07-09 02:10:01,891 - mmaction - INFO - Epoch [130][480/3757] lr: 1.000e-04, eta: 23:25:46, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9385, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2684, loss: 2.2069, grad_norm: 10.9423 2021-07-09 02:10:22,746 - mmaction - INFO - Epoch [130][500/3757] lr: 1.000e-04, eta: 23:25:25, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 1.0483, top1_acc: 0.6687, top5_acc: 0.8367, loss_cls: 1.4252, loss: 2.4734, grad_norm: 11.5529 2021-07-09 02:10:43,647 - mmaction - INFO - Epoch [130][520/3757] lr: 1.000e-04, eta: 23:25:03, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3170, loss: 2.2730, grad_norm: 10.9229 2021-07-09 02:11:04,878 - mmaction - INFO - Epoch [130][540/3757] lr: 1.000e-04, eta: 23:24:42, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9413, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.2930, loss: 2.2342, grad_norm: 11.0333 2021-07-09 02:11:26,005 - mmaction - INFO - Epoch [130][560/3757] lr: 1.000e-04, eta: 23:24:20, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9011, top1_acc: 0.7188, top5_acc: 0.8750, loss_cls: 1.1814, loss: 2.0825, grad_norm: 10.5756 2021-07-09 02:11:47,119 - mmaction - INFO - Epoch [130][580/3757] lr: 1.000e-04, eta: 23:23:58, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9421, top1_acc: 0.6883, top5_acc: 0.8562, loss_cls: 1.2650, loss: 2.2070, grad_norm: 10.7699 2021-07-09 02:12:08,183 - mmaction - INFO - Epoch [130][600/3757] lr: 1.000e-04, eta: 23:23:37, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9099, top1_acc: 0.7141, top5_acc: 0.8672, loss_cls: 1.2271, loss: 2.1370, grad_norm: 10.5827 2021-07-09 02:12:29,099 - mmaction - INFO - Epoch [130][620/3757] lr: 1.000e-04, eta: 23:23:15, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9476, top1_acc: 0.6937, top5_acc: 0.8539, loss_cls: 1.3019, loss: 2.2495, grad_norm: 11.2832 2021-07-09 02:12:50,313 - mmaction - INFO - Epoch [130][640/3757] lr: 1.000e-04, eta: 23:22:54, time: 1.060, data_time: 0.011, memory: 6921, loss_aux: 0.9324, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.1999, loss: 2.1324, grad_norm: 10.9754 2021-07-09 02:13:12,750 - mmaction - INFO - Epoch [130][660/3757] lr: 1.000e-04, eta: 23:22:32, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 0.9757, top1_acc: 0.6914, top5_acc: 0.8641, loss_cls: 1.3049, loss: 2.2806, grad_norm: 11.0907 2021-07-09 02:13:33,636 - mmaction - INFO - Epoch [130][680/3757] lr: 1.000e-04, eta: 23:22:11, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9490, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2756, loss: 2.2247, grad_norm: 10.8886 2021-07-09 02:13:54,793 - mmaction - INFO - Epoch [130][700/3757] lr: 1.000e-04, eta: 23:21:49, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6844, top5_acc: 0.8672, loss_cls: 1.3085, loss: 2.2877, grad_norm: 11.5226 2021-07-09 02:14:15,740 - mmaction - INFO - Epoch [130][720/3757] lr: 1.000e-04, eta: 23:21:28, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9764, top1_acc: 0.6805, top5_acc: 0.8508, loss_cls: 1.3592, loss: 2.3356, grad_norm: 11.1802 2021-07-09 02:14:36,862 - mmaction - INFO - Epoch [130][740/3757] lr: 1.000e-04, eta: 23:21:06, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9519, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2589, loss: 2.2108, grad_norm: 10.8990 2021-07-09 02:14:57,910 - mmaction - INFO - Epoch [130][760/3757] lr: 1.000e-04, eta: 23:20:44, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9190, top1_acc: 0.7172, top5_acc: 0.8750, loss_cls: 1.2156, loss: 2.1346, grad_norm: 10.7969 2021-07-09 02:15:19,471 - mmaction - INFO - Epoch [130][780/3757] lr: 1.000e-04, eta: 23:20:23, time: 1.079, data_time: 0.029, memory: 6921, loss_aux: 1.0196, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3893, loss: 2.4090, grad_norm: 11.0905 2021-07-09 02:15:40,426 - mmaction - INFO - Epoch [130][800/3757] lr: 1.000e-04, eta: 23:20:01, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.8870, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2024, loss: 2.0895, grad_norm: 10.8458 2021-07-09 02:16:01,520 - mmaction - INFO - Epoch [130][820/3757] lr: 1.000e-04, eta: 23:19:40, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9547, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.2802, loss: 2.2348, grad_norm: 11.0078 2021-07-09 02:16:22,433 - mmaction - INFO - Epoch [130][840/3757] lr: 1.000e-04, eta: 23:19:18, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9188, top1_acc: 0.6953, top5_acc: 0.8766, loss_cls: 1.2164, loss: 2.1353, grad_norm: 10.9373 2021-07-09 02:16:43,848 - mmaction - INFO - Epoch [130][860/3757] lr: 1.000e-04, eta: 23:18:57, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 0.9424, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2705, loss: 2.2129, grad_norm: 11.3350 2021-07-09 02:17:05,253 - mmaction - INFO - Epoch [130][880/3757] lr: 1.000e-04, eta: 23:18:35, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9755, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3471, loss: 2.3227, grad_norm: 11.3860 2021-07-09 02:17:26,422 - mmaction - INFO - Epoch [130][900/3757] lr: 1.000e-04, eta: 23:18:13, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9678, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2941, loss: 2.2619, grad_norm: 10.9245 2021-07-09 02:17:47,559 - mmaction - INFO - Epoch [130][920/3757] lr: 1.000e-04, eta: 23:17:52, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9325, top1_acc: 0.6836, top5_acc: 0.8734, loss_cls: 1.2410, loss: 2.1735, grad_norm: 11.0049 2021-07-09 02:18:08,594 - mmaction - INFO - Epoch [130][940/3757] lr: 1.000e-04, eta: 23:17:30, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9758, top1_acc: 0.6969, top5_acc: 0.8633, loss_cls: 1.3007, loss: 2.2765, grad_norm: 10.9601 2021-07-09 02:18:29,792 - mmaction - INFO - Epoch [130][960/3757] lr: 1.000e-04, eta: 23:17:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9537, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2249, loss: 2.1786, grad_norm: 10.9044 2021-07-09 02:18:50,999 - mmaction - INFO - Epoch [130][980/3757] lr: 1.000e-04, eta: 23:16:47, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9391, top1_acc: 0.6953, top5_acc: 0.8523, loss_cls: 1.2903, loss: 2.2294, grad_norm: 10.7786 2021-07-09 02:19:12,812 - mmaction - INFO - Epoch [130][1000/3757] lr: 1.000e-04, eta: 23:16:26, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 1.0007, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4121, loss: 2.4128, grad_norm: 11.2652 2021-07-09 02:19:34,109 - mmaction - INFO - Epoch [130][1020/3757] lr: 1.000e-04, eta: 23:16:04, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9371, top1_acc: 0.7039, top5_acc: 0.8570, loss_cls: 1.2800, loss: 2.2170, grad_norm: 10.8319 2021-07-09 02:19:55,282 - mmaction - INFO - Epoch [130][1040/3757] lr: 1.000e-04, eta: 23:15:43, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 0.8978, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2297, loss: 2.1275, grad_norm: 10.8840 2021-07-09 02:20:16,395 - mmaction - INFO - Epoch [130][1060/3757] lr: 1.000e-04, eta: 23:15:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9941, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4080, loss: 2.4021, grad_norm: 11.4153 2021-07-09 02:20:38,113 - mmaction - INFO - Epoch [130][1080/3757] lr: 1.000e-04, eta: 23:15:00, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 0.9772, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3566, loss: 2.3338, grad_norm: 11.1466 2021-07-09 02:20:59,206 - mmaction - INFO - Epoch [130][1100/3757] lr: 1.000e-04, eta: 23:14:38, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 0.9335, top1_acc: 0.7102, top5_acc: 0.8672, loss_cls: 1.2604, loss: 2.1939, grad_norm: 10.9733 2021-07-09 02:21:20,364 - mmaction - INFO - Epoch [130][1120/3757] lr: 1.000e-04, eta: 23:14:16, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6867, top5_acc: 0.8430, loss_cls: 1.3837, loss: 2.3588, grad_norm: 10.9170 2021-07-09 02:21:41,485 - mmaction - INFO - Epoch [130][1140/3757] lr: 1.000e-04, eta: 23:13:55, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9490, top1_acc: 0.6703, top5_acc: 0.8633, loss_cls: 1.3029, loss: 2.2519, grad_norm: 11.2894 2021-07-09 02:22:02,659 - mmaction - INFO - Epoch [130][1160/3757] lr: 1.000e-04, eta: 23:13:33, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9499, top1_acc: 0.6687, top5_acc: 0.8625, loss_cls: 1.3008, loss: 2.2507, grad_norm: 10.9596 2021-07-09 02:22:25,157 - mmaction - INFO - Epoch [130][1180/3757] lr: 1.000e-04, eta: 23:13:12, time: 1.124, data_time: 0.082, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.2913, loss: 2.2684, grad_norm: 11.0383 2021-07-09 02:22:46,195 - mmaction - INFO - Epoch [130][1200/3757] lr: 1.000e-04, eta: 23:12:50, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9360, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2683, loss: 2.2042, grad_norm: 10.7859 2021-07-09 02:23:07,277 - mmaction - INFO - Epoch [130][1220/3757] lr: 1.000e-04, eta: 23:12:29, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6813, top5_acc: 0.8414, loss_cls: 1.3364, loss: 2.3009, grad_norm: 10.6884 2021-07-09 02:23:28,129 - mmaction - INFO - Epoch [130][1240/3757] lr: 1.000e-04, eta: 23:12:07, time: 1.041, data_time: 0.004, memory: 6921, loss_aux: 0.9514, top1_acc: 0.6922, top5_acc: 0.8523, loss_cls: 1.3141, loss: 2.2655, grad_norm: 10.6356 2021-07-09 02:23:49,208 - mmaction - INFO - Epoch [130][1260/3757] lr: 1.000e-04, eta: 23:11:46, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3568, loss: 2.3358, grad_norm: 11.0892 2021-07-09 02:24:10,297 - mmaction - INFO - Epoch [130][1280/3757] lr: 1.000e-04, eta: 23:11:24, time: 1.054, data_time: 0.008, memory: 6921, loss_aux: 0.9578, top1_acc: 0.7000, top5_acc: 0.8641, loss_cls: 1.2792, loss: 2.2369, grad_norm: 11.3011 2021-07-09 02:24:31,942 - mmaction - INFO - Epoch [130][1300/3757] lr: 1.000e-04, eta: 23:11:02, time: 1.082, data_time: 0.024, memory: 6921, loss_aux: 0.9578, top1_acc: 0.6844, top5_acc: 0.8484, loss_cls: 1.3183, loss: 2.2761, grad_norm: 10.7829 2021-07-09 02:24:52,924 - mmaction - INFO - Epoch [130][1320/3757] lr: 1.000e-04, eta: 23:10:41, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9797, top1_acc: 0.6953, top5_acc: 0.8477, loss_cls: 1.3694, loss: 2.3491, grad_norm: 11.3740 2021-07-09 02:25:14,023 - mmaction - INFO - Epoch [130][1340/3757] lr: 1.000e-04, eta: 23:10:19, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9486, top1_acc: 0.6797, top5_acc: 0.8461, loss_cls: 1.3460, loss: 2.2947, grad_norm: 10.9759 2021-07-09 02:25:35,329 - mmaction - INFO - Epoch [130][1360/3757] lr: 1.000e-04, eta: 23:09:58, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9397, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2436, loss: 2.1833, grad_norm: 11.1537 2021-07-09 02:25:56,266 - mmaction - INFO - Epoch [130][1380/3757] lr: 1.000e-04, eta: 23:09:36, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9374, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2542, loss: 2.1915, grad_norm: 10.7546 2021-07-09 02:26:17,496 - mmaction - INFO - Epoch [130][1400/3757] lr: 1.000e-04, eta: 23:09:15, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9449, top1_acc: 0.6922, top5_acc: 0.8516, loss_cls: 1.2904, loss: 2.2352, grad_norm: 11.0505 2021-07-09 02:26:38,736 - mmaction - INFO - Epoch [130][1420/3757] lr: 1.000e-04, eta: 23:08:53, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6984, top5_acc: 0.8531, loss_cls: 1.2920, loss: 2.2502, grad_norm: 11.0401 2021-07-09 02:27:01,058 - mmaction - INFO - Epoch [130][1440/3757] lr: 1.000e-04, eta: 23:08:32, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3065, loss: 2.2940, grad_norm: 10.9280 2021-07-09 02:27:22,240 - mmaction - INFO - Epoch [130][1460/3757] lr: 1.000e-04, eta: 23:08:10, time: 1.061, data_time: 0.007, memory: 6921, loss_aux: 0.9159, top1_acc: 0.7094, top5_acc: 0.8781, loss_cls: 1.1954, loss: 2.1112, grad_norm: 11.0897 2021-07-09 02:27:43,226 - mmaction - INFO - Epoch [130][1480/3757] lr: 1.000e-04, eta: 23:07:48, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9330, top1_acc: 0.7195, top5_acc: 0.8656, loss_cls: 1.2159, loss: 2.1489, grad_norm: 10.6241 2021-07-09 02:28:04,389 - mmaction - INFO - Epoch [130][1500/3757] lr: 1.000e-04, eta: 23:07:27, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9163, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2291, loss: 2.1454, grad_norm: 10.5455 2021-07-09 02:28:25,514 - mmaction - INFO - Epoch [130][1520/3757] lr: 1.000e-04, eta: 23:07:05, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9385, top1_acc: 0.6992, top5_acc: 0.8578, loss_cls: 1.2919, loss: 2.2305, grad_norm: 11.0851 2021-07-09 02:28:46,685 - mmaction - INFO - Epoch [130][1540/3757] lr: 1.000e-04, eta: 23:06:44, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9729, top1_acc: 0.6953, top5_acc: 0.8547, loss_cls: 1.2968, loss: 2.2697, grad_norm: 10.7335 2021-07-09 02:29:08,146 - mmaction - INFO - Epoch [130][1560/3757] lr: 1.000e-04, eta: 23:06:22, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6805, top5_acc: 0.8508, loss_cls: 1.3513, loss: 2.3334, grad_norm: 11.2078 2021-07-09 02:29:29,418 - mmaction - INFO - Epoch [130][1580/3757] lr: 1.000e-04, eta: 23:06:01, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9421, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2614, loss: 2.2035, grad_norm: 10.8960 2021-07-09 02:29:50,386 - mmaction - INFO - Epoch [130][1600/3757] lr: 1.000e-04, eta: 23:05:39, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9538, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3279, loss: 2.2817, grad_norm: 11.2673 2021-07-09 02:30:11,735 - mmaction - INFO - Epoch [130][1620/3757] lr: 1.000e-04, eta: 23:05:18, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3732, loss: 2.3441, grad_norm: 11.1433 2021-07-09 02:30:32,827 - mmaction - INFO - Epoch [130][1640/3757] lr: 1.000e-04, eta: 23:04:56, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9551, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3229, loss: 2.2780, grad_norm: 11.1949 2021-07-09 02:30:53,818 - mmaction - INFO - Epoch [130][1660/3757] lr: 1.000e-04, eta: 23:04:34, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9710, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3365, loss: 2.3075, grad_norm: 11.0652 2021-07-09 02:31:14,964 - mmaction - INFO - Epoch [130][1680/3757] lr: 1.000e-04, eta: 23:04:13, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9800, top1_acc: 0.6750, top5_acc: 0.8469, loss_cls: 1.3714, loss: 2.3514, grad_norm: 11.1597 2021-07-09 02:31:36,140 - mmaction - INFO - Epoch [130][1700/3757] lr: 1.000e-04, eta: 23:03:51, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6789, top5_acc: 0.8516, loss_cls: 1.3691, loss: 2.3387, grad_norm: 11.1582 2021-07-09 02:31:57,186 - mmaction - INFO - Epoch [130][1720/3757] lr: 1.000e-04, eta: 23:03:30, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9568, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3179, loss: 2.2747, grad_norm: 11.1543 2021-07-09 02:32:18,486 - mmaction - INFO - Epoch [130][1740/3757] lr: 1.000e-04, eta: 23:03:08, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9699, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3260, loss: 2.2959, grad_norm: 11.2448 2021-07-09 02:32:40,156 - mmaction - INFO - Epoch [130][1760/3757] lr: 1.000e-04, eta: 23:02:47, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9834, top1_acc: 0.6859, top5_acc: 0.8547, loss_cls: 1.3727, loss: 2.3561, grad_norm: 11.2551 2021-07-09 02:33:01,155 - mmaction - INFO - Epoch [130][1780/3757] lr: 1.000e-04, eta: 23:02:25, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9549, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3281, loss: 2.2831, grad_norm: 11.3734 2021-07-09 02:33:22,357 - mmaction - INFO - Epoch [130][1800/3757] lr: 1.000e-04, eta: 23:02:03, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9556, top1_acc: 0.6984, top5_acc: 0.8438, loss_cls: 1.2889, loss: 2.2446, grad_norm: 10.6319 2021-07-09 02:33:43,513 - mmaction - INFO - Epoch [130][1820/3757] lr: 1.000e-04, eta: 23:01:42, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9505, top1_acc: 0.7016, top5_acc: 0.8562, loss_cls: 1.2769, loss: 2.2274, grad_norm: 10.9392 2021-07-09 02:34:04,677 - mmaction - INFO - Epoch [130][1840/3757] lr: 1.000e-04, eta: 23:01:20, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9465, top1_acc: 0.6898, top5_acc: 0.8508, loss_cls: 1.3185, loss: 2.2651, grad_norm: 11.0387 2021-07-09 02:34:25,841 - mmaction - INFO - Epoch [130][1860/3757] lr: 1.000e-04, eta: 23:00:59, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9463, top1_acc: 0.7094, top5_acc: 0.8766, loss_cls: 1.2443, loss: 2.1906, grad_norm: 10.9259 2021-07-09 02:34:46,942 - mmaction - INFO - Epoch [130][1880/3757] lr: 1.000e-04, eta: 23:00:37, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9486, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.3053, loss: 2.2539, grad_norm: 11.2869 2021-07-09 02:35:08,905 - mmaction - INFO - Epoch [130][1900/3757] lr: 1.000e-04, eta: 23:00:16, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 0.9359, top1_acc: 0.6906, top5_acc: 0.8484, loss_cls: 1.3178, loss: 2.2537, grad_norm: 10.7615 2021-07-09 02:35:30,675 - mmaction - INFO - Epoch [130][1920/3757] lr: 1.000e-04, eta: 22:59:54, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9842, top1_acc: 0.6672, top5_acc: 0.8633, loss_cls: 1.3364, loss: 2.3206, grad_norm: 11.0128 2021-07-09 02:35:51,619 - mmaction - INFO - Epoch [130][1940/3757] lr: 1.000e-04, eta: 22:59:33, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9857, top1_acc: 0.6883, top5_acc: 0.8508, loss_cls: 1.3576, loss: 2.3433, grad_norm: 11.2722 2021-07-09 02:36:12,972 - mmaction - INFO - Epoch [130][1960/3757] lr: 1.000e-04, eta: 22:59:11, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2730, loss: 2.2306, grad_norm: 11.0110 2021-07-09 02:36:34,047 - mmaction - INFO - Epoch [130][1980/3757] lr: 1.000e-04, eta: 22:58:50, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9190, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2424, loss: 2.1613, grad_norm: 11.0311 2021-07-09 02:36:55,505 - mmaction - INFO - Epoch [130][2000/3757] lr: 1.000e-04, eta: 22:58:28, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9462, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2936, loss: 2.2398, grad_norm: 11.2145 2021-07-09 02:37:16,564 - mmaction - INFO - Epoch [130][2020/3757] lr: 1.000e-04, eta: 22:58:06, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9228, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.2890, loss: 2.2118, grad_norm: 11.2046 2021-07-09 02:37:37,791 - mmaction - INFO - Epoch [130][2040/3757] lr: 1.000e-04, eta: 22:57:45, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9610, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3018, loss: 2.2628, grad_norm: 10.9489 2021-07-09 02:37:58,982 - mmaction - INFO - Epoch [130][2060/3757] lr: 1.000e-04, eta: 22:57:23, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9485, top1_acc: 0.7070, top5_acc: 0.8641, loss_cls: 1.2408, loss: 2.1893, grad_norm: 10.9782 2021-07-09 02:38:20,298 - mmaction - INFO - Epoch [130][2080/3757] lr: 1.000e-04, eta: 22:57:02, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9353, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2854, loss: 2.2207, grad_norm: 10.9875 2021-07-09 02:38:41,366 - mmaction - INFO - Epoch [130][2100/3757] lr: 1.000e-04, eta: 22:56:40, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9352, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2771, loss: 2.2123, grad_norm: 11.1480 2021-07-09 02:39:02,462 - mmaction - INFO - Epoch [130][2120/3757] lr: 1.000e-04, eta: 22:56:19, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9947, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3316, loss: 2.3262, grad_norm: 11.1934 2021-07-09 02:39:23,532 - mmaction - INFO - Epoch [130][2140/3757] lr: 1.000e-04, eta: 22:55:57, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9620, top1_acc: 0.6969, top5_acc: 0.8609, loss_cls: 1.3127, loss: 2.2747, grad_norm: 10.8982 2021-07-09 02:39:44,719 - mmaction - INFO - Epoch [130][2160/3757] lr: 1.000e-04, eta: 22:55:36, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9983, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.3028, loss: 2.3012, grad_norm: 11.3198 2021-07-09 02:40:05,961 - mmaction - INFO - Epoch [130][2180/3757] lr: 1.000e-04, eta: 22:55:14, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9816, top1_acc: 0.6789, top5_acc: 0.8477, loss_cls: 1.3620, loss: 2.3436, grad_norm: 11.2709 2021-07-09 02:40:27,255 - mmaction - INFO - Epoch [130][2200/3757] lr: 1.000e-04, eta: 22:54:52, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9577, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.3021, loss: 2.2598, grad_norm: 11.3082 2021-07-09 02:40:48,347 - mmaction - INFO - Epoch [130][2220/3757] lr: 1.000e-04, eta: 22:54:31, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9625, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.3205, loss: 2.2830, grad_norm: 11.1333 2021-07-09 02:41:09,646 - mmaction - INFO - Epoch [130][2240/3757] lr: 1.000e-04, eta: 22:54:09, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 1.0049, top1_acc: 0.6797, top5_acc: 0.8398, loss_cls: 1.3775, loss: 2.3824, grad_norm: 11.3995 2021-07-09 02:41:30,889 - mmaction - INFO - Epoch [130][2260/3757] lr: 1.000e-04, eta: 22:53:48, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9441, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.2590, loss: 2.2031, grad_norm: 10.7098 2021-07-09 02:41:52,092 - mmaction - INFO - Epoch [130][2280/3757] lr: 1.000e-04, eta: 22:53:26, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9319, top1_acc: 0.7000, top5_acc: 0.8578, loss_cls: 1.2772, loss: 2.2091, grad_norm: 11.0137 2021-07-09 02:42:13,338 - mmaction - INFO - Epoch [130][2300/3757] lr: 1.000e-04, eta: 22:53:05, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9948, top1_acc: 0.6734, top5_acc: 0.8633, loss_cls: 1.3418, loss: 2.3366, grad_norm: 11.3415 2021-07-09 02:42:34,367 - mmaction - INFO - Epoch [130][2320/3757] lr: 1.000e-04, eta: 22:52:43, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9302, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2394, loss: 2.1695, grad_norm: 10.8072 2021-07-09 02:42:55,625 - mmaction - INFO - Epoch [130][2340/3757] lr: 1.000e-04, eta: 22:52:21, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9459, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.2693, loss: 2.2152, grad_norm: 10.7891 2021-07-09 02:43:17,819 - mmaction - INFO - Epoch [130][2360/3757] lr: 1.000e-04, eta: 22:52:00, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.2976, loss: 2.2590, grad_norm: 11.1233 2021-07-09 02:43:38,899 - mmaction - INFO - Epoch [130][2380/3757] lr: 1.000e-04, eta: 22:51:38, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9591, top1_acc: 0.6930, top5_acc: 0.8570, loss_cls: 1.3037, loss: 2.2628, grad_norm: 10.7820 2021-07-09 02:44:00,023 - mmaction - INFO - Epoch [130][2400/3757] lr: 1.000e-04, eta: 22:51:17, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9740, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2817, loss: 2.2557, grad_norm: 11.0160 2021-07-09 02:44:21,057 - mmaction - INFO - Epoch [130][2420/3757] lr: 1.000e-04, eta: 22:50:55, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9727, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.3228, loss: 2.2955, grad_norm: 10.9589 2021-07-09 02:44:42,299 - mmaction - INFO - Epoch [130][2440/3757] lr: 1.000e-04, eta: 22:50:34, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9569, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3157, loss: 2.2726, grad_norm: 10.9560 2021-07-09 02:45:03,241 - mmaction - INFO - Epoch [130][2460/3757] lr: 1.000e-04, eta: 22:50:12, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 0.9670, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.3166, loss: 2.2836, grad_norm: 11.0392 2021-07-09 02:45:25,305 - mmaction - INFO - Epoch [130][2480/3757] lr: 1.000e-04, eta: 22:49:51, time: 1.104, data_time: 0.071, memory: 6921, loss_aux: 0.9073, top1_acc: 0.6898, top5_acc: 0.8766, loss_cls: 1.2410, loss: 2.1482, grad_norm: 10.9262 2021-07-09 02:45:46,089 - mmaction - INFO - Epoch [130][2500/3757] lr: 1.000e-04, eta: 22:49:29, time: 1.038, data_time: 0.002, memory: 6921, loss_aux: 0.9579, top1_acc: 0.6875, top5_acc: 0.8672, loss_cls: 1.2814, loss: 2.2392, grad_norm: 10.8559 2021-07-09 02:46:07,474 - mmaction - INFO - Epoch [130][2520/3757] lr: 1.000e-04, eta: 22:49:08, time: 1.069, data_time: 0.026, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6797, top5_acc: 0.8453, loss_cls: 1.3622, loss: 2.3407, grad_norm: 10.9243 2021-07-09 02:46:28,482 - mmaction - INFO - Epoch [130][2540/3757] lr: 1.000e-04, eta: 22:48:46, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9895, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3085, loss: 2.2980, grad_norm: 11.1698 2021-07-09 02:46:49,749 - mmaction - INFO - Epoch [130][2560/3757] lr: 1.000e-04, eta: 22:48:24, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 0.9219, top1_acc: 0.7047, top5_acc: 0.8781, loss_cls: 1.2501, loss: 2.1719, grad_norm: 10.7390 2021-07-09 02:47:10,785 - mmaction - INFO - Epoch [130][2580/3757] lr: 1.000e-04, eta: 22:48:03, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9577, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.3179, loss: 2.2756, grad_norm: 11.2393 2021-07-09 02:47:31,806 - mmaction - INFO - Epoch [130][2600/3757] lr: 1.000e-04, eta: 22:47:41, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9952, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.4115, loss: 2.4067, grad_norm: 11.3419 2021-07-09 02:47:53,588 - mmaction - INFO - Epoch [130][2620/3757] lr: 1.000e-04, eta: 22:47:20, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 0.9561, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2398, loss: 2.1960, grad_norm: 10.7673 2021-07-09 02:48:14,398 - mmaction - INFO - Epoch [130][2640/3757] lr: 1.000e-04, eta: 22:46:58, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 0.9169, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2753, loss: 2.1923, grad_norm: 10.7889 2021-07-09 02:48:35,902 - mmaction - INFO - Epoch [130][2660/3757] lr: 1.000e-04, eta: 22:46:37, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9722, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.3043, loss: 2.2764, grad_norm: 11.0631 2021-07-09 02:48:56,784 - mmaction - INFO - Epoch [130][2680/3757] lr: 1.000e-04, eta: 22:46:15, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9561, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3173, loss: 2.2734, grad_norm: 11.0758 2021-07-09 02:49:17,777 - mmaction - INFO - Epoch [130][2700/3757] lr: 1.000e-04, eta: 22:45:53, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 0.9643, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2825, loss: 2.2468, grad_norm: 11.3922 2021-07-09 02:49:38,913 - mmaction - INFO - Epoch [130][2720/3757] lr: 1.000e-04, eta: 22:45:32, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9494, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2995, loss: 2.2488, grad_norm: 11.0896 2021-07-09 02:50:00,890 - mmaction - INFO - Epoch [130][2740/3757] lr: 1.000e-04, eta: 22:45:10, time: 1.098, data_time: 0.004, memory: 6921, loss_aux: 0.9528, top1_acc: 0.6961, top5_acc: 0.8586, loss_cls: 1.2912, loss: 2.2440, grad_norm: 10.9410 2021-07-09 02:50:22,050 - mmaction - INFO - Epoch [130][2760/3757] lr: 1.000e-04, eta: 22:44:49, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9662, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3250, loss: 2.2911, grad_norm: 11.1605 2021-07-09 02:50:43,337 - mmaction - INFO - Epoch [130][2780/3757] lr: 1.000e-04, eta: 22:44:27, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9732, top1_acc: 0.6883, top5_acc: 0.8625, loss_cls: 1.3484, loss: 2.3216, grad_norm: 11.3192 2021-07-09 02:51:05,045 - mmaction - INFO - Epoch [130][2800/3757] lr: 1.000e-04, eta: 22:44:06, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 0.9731, top1_acc: 0.6797, top5_acc: 0.8477, loss_cls: 1.3790, loss: 2.3522, grad_norm: 11.1833 2021-07-09 02:51:26,484 - mmaction - INFO - Epoch [130][2820/3757] lr: 1.000e-04, eta: 22:43:44, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6680, top5_acc: 0.8609, loss_cls: 1.2879, loss: 2.2475, grad_norm: 10.9931 2021-07-09 02:51:47,491 - mmaction - INFO - Epoch [130][2840/3757] lr: 1.000e-04, eta: 22:43:23, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9722, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3202, loss: 2.2924, grad_norm: 11.4617 2021-07-09 02:52:08,710 - mmaction - INFO - Epoch [130][2860/3757] lr: 1.000e-04, eta: 22:43:01, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9393, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2502, loss: 2.1894, grad_norm: 10.6579 2021-07-09 02:52:30,059 - mmaction - INFO - Epoch [130][2880/3757] lr: 1.000e-04, eta: 22:42:40, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9369, top1_acc: 0.6789, top5_acc: 0.8695, loss_cls: 1.2812, loss: 2.2181, grad_norm: 10.9387 2021-07-09 02:52:51,369 - mmaction - INFO - Epoch [130][2900/3757] lr: 1.000e-04, eta: 22:42:18, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 1.0226, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4121, loss: 2.4347, grad_norm: 11.4037 2021-07-09 02:53:12,651 - mmaction - INFO - Epoch [130][2920/3757] lr: 1.000e-04, eta: 22:41:57, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9400, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3171, loss: 2.2571, grad_norm: 11.3989 2021-07-09 02:53:33,648 - mmaction - INFO - Epoch [130][2940/3757] lr: 1.000e-04, eta: 22:41:35, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3486, loss: 2.3458, grad_norm: 11.2867 2021-07-09 02:53:55,184 - mmaction - INFO - Epoch [130][2960/3757] lr: 1.000e-04, eta: 22:41:13, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 0.9788, top1_acc: 0.6813, top5_acc: 0.8469, loss_cls: 1.3768, loss: 2.3556, grad_norm: 10.9477 2021-07-09 02:54:16,381 - mmaction - INFO - Epoch [130][2980/3757] lr: 1.000e-04, eta: 22:40:52, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9364, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2757, loss: 2.2121, grad_norm: 10.9572 2021-07-09 02:54:37,558 - mmaction - INFO - Epoch [130][3000/3757] lr: 1.000e-04, eta: 22:40:30, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9755, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3493, loss: 2.3248, grad_norm: 11.4677 2021-07-09 02:54:58,628 - mmaction - INFO - Epoch [130][3020/3757] lr: 1.000e-04, eta: 22:40:09, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 1.0000, top1_acc: 0.6789, top5_acc: 0.8484, loss_cls: 1.3714, loss: 2.3714, grad_norm: 11.2096 2021-07-09 02:55:21,038 - mmaction - INFO - Epoch [130][3040/3757] lr: 1.000e-04, eta: 22:39:47, time: 1.124, data_time: 0.006, memory: 6921, loss_aux: 0.9789, top1_acc: 0.6883, top5_acc: 0.8539, loss_cls: 1.3089, loss: 2.2878, grad_norm: 11.2092 2021-07-09 02:55:42,232 - mmaction - INFO - Epoch [130][3060/3757] lr: 1.000e-04, eta: 22:39:26, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9350, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2745, loss: 2.2095, grad_norm: 11.0315 2021-07-09 02:56:03,557 - mmaction - INFO - Epoch [130][3080/3757] lr: 1.000e-04, eta: 22:39:04, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9619, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.2968, loss: 2.2587, grad_norm: 11.1062 2021-07-09 02:56:24,657 - mmaction - INFO - Epoch [130][3100/3757] lr: 1.000e-04, eta: 22:38:43, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3435, loss: 2.3494, grad_norm: 11.2647 2021-07-09 02:56:45,756 - mmaction - INFO - Epoch [130][3120/3757] lr: 1.000e-04, eta: 22:38:21, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9494, top1_acc: 0.6852, top5_acc: 0.8555, loss_cls: 1.3243, loss: 2.2737, grad_norm: 11.0107 2021-07-09 02:57:06,888 - mmaction - INFO - Epoch [130][3140/3757] lr: 1.000e-04, eta: 22:38:00, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9366, top1_acc: 0.7086, top5_acc: 0.8680, loss_cls: 1.2316, loss: 2.1682, grad_norm: 10.8595 2021-07-09 02:57:28,636 - mmaction - INFO - Epoch [130][3160/3757] lr: 1.000e-04, eta: 22:37:38, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.8953, top1_acc: 0.7047, top5_acc: 0.8812, loss_cls: 1.2120, loss: 2.1073, grad_norm: 10.4876 2021-07-09 02:57:49,640 - mmaction - INFO - Epoch [130][3180/3757] lr: 1.000e-04, eta: 22:37:17, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9604, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2881, loss: 2.2485, grad_norm: 11.2649 2021-07-09 02:58:10,902 - mmaction - INFO - Epoch [130][3200/3757] lr: 1.000e-04, eta: 22:36:55, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9283, top1_acc: 0.7148, top5_acc: 0.8711, loss_cls: 1.2377, loss: 2.1660, grad_norm: 10.9156 2021-07-09 02:58:31,855 - mmaction - INFO - Epoch [130][3220/3757] lr: 1.000e-04, eta: 22:36:33, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6906, top5_acc: 0.8555, loss_cls: 1.3233, loss: 2.2895, grad_norm: 11.0110 2021-07-09 02:58:53,681 - mmaction - INFO - Epoch [130][3240/3757] lr: 1.000e-04, eta: 22:36:12, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6867, top5_acc: 0.8414, loss_cls: 1.3538, loss: 2.3465, grad_norm: 11.1801 2021-07-09 02:59:14,653 - mmaction - INFO - Epoch [130][3260/3757] lr: 1.000e-04, eta: 22:35:50, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 0.9150, top1_acc: 0.7195, top5_acc: 0.8812, loss_cls: 1.1970, loss: 2.1119, grad_norm: 10.4276 2021-07-09 02:59:35,878 - mmaction - INFO - Epoch [130][3280/3757] lr: 1.000e-04, eta: 22:35:29, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9169, top1_acc: 0.7023, top5_acc: 0.8812, loss_cls: 1.2177, loss: 2.1346, grad_norm: 10.8975 2021-07-09 02:59:56,759 - mmaction - INFO - Epoch [130][3300/3757] lr: 1.000e-04, eta: 22:35:07, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9881, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.3432, loss: 2.3313, grad_norm: 11.3071 2021-07-09 03:00:17,957 - mmaction - INFO - Epoch [130][3320/3757] lr: 1.000e-04, eta: 22:34:46, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9693, top1_acc: 0.6836, top5_acc: 0.8453, loss_cls: 1.3271, loss: 2.2964, grad_norm: 11.0875 2021-07-09 03:00:39,027 - mmaction - INFO - Epoch [130][3340/3757] lr: 1.000e-04, eta: 22:34:24, time: 1.056, data_time: 0.007, memory: 6921, loss_aux: 0.9776, top1_acc: 0.6805, top5_acc: 0.8406, loss_cls: 1.3461, loss: 2.3237, grad_norm: 11.1905 2021-07-09 03:01:00,498 - mmaction - INFO - Epoch [130][3360/3757] lr: 1.000e-04, eta: 22:34:03, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6883, top5_acc: 0.8430, loss_cls: 1.3279, loss: 2.3060, grad_norm: 10.8478 2021-07-09 03:01:21,532 - mmaction - INFO - Epoch [130][3380/3757] lr: 1.000e-04, eta: 22:33:41, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9412, top1_acc: 0.7008, top5_acc: 0.8609, loss_cls: 1.2648, loss: 2.2061, grad_norm: 10.6667 2021-07-09 03:01:42,928 - mmaction - INFO - Epoch [130][3400/3757] lr: 1.000e-04, eta: 22:33:19, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 0.9470, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.2873, loss: 2.2343, grad_norm: 11.2883 2021-07-09 03:02:03,979 - mmaction - INFO - Epoch [130][3420/3757] lr: 1.000e-04, eta: 22:32:58, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9760, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3169, loss: 2.2929, grad_norm: 11.0306 2021-07-09 03:02:25,119 - mmaction - INFO - Epoch [130][3440/3757] lr: 1.000e-04, eta: 22:32:36, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6906, top5_acc: 0.8562, loss_cls: 1.2949, loss: 2.2637, grad_norm: 10.8068 2021-07-09 03:02:46,357 - mmaction - INFO - Epoch [130][3460/3757] lr: 1.000e-04, eta: 22:32:15, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9809, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.3384, loss: 2.3193, grad_norm: 11.0581 2021-07-09 03:03:07,548 - mmaction - INFO - Epoch [130][3480/3757] lr: 1.000e-04, eta: 22:31:53, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6766, top5_acc: 0.8578, loss_cls: 1.3257, loss: 2.2966, grad_norm: 11.1385 2021-07-09 03:03:29,396 - mmaction - INFO - Epoch [130][3500/3757] lr: 1.000e-04, eta: 22:31:32, time: 1.092, data_time: 0.001, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6617, top5_acc: 0.8539, loss_cls: 1.3901, loss: 2.3674, grad_norm: 11.3661 2021-07-09 03:03:50,500 - mmaction - INFO - Epoch [130][3520/3757] lr: 1.000e-04, eta: 22:31:10, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6789, top5_acc: 0.8500, loss_cls: 1.3229, loss: 2.2775, grad_norm: 10.9931 2021-07-09 03:04:11,659 - mmaction - INFO - Epoch [130][3540/3757] lr: 1.000e-04, eta: 22:30:49, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9404, top1_acc: 0.6937, top5_acc: 0.8609, loss_cls: 1.2891, loss: 2.2295, grad_norm: 11.1230 2021-07-09 03:04:32,796 - mmaction - INFO - Epoch [130][3560/3757] lr: 1.000e-04, eta: 22:30:27, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9823, top1_acc: 0.6687, top5_acc: 0.8656, loss_cls: 1.3437, loss: 2.3260, grad_norm: 11.5448 2021-07-09 03:04:54,062 - mmaction - INFO - Epoch [130][3580/3757] lr: 1.000e-04, eta: 22:30:05, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9609, top1_acc: 0.6742, top5_acc: 0.8430, loss_cls: 1.3633, loss: 2.3242, grad_norm: 10.8920 2021-07-09 03:05:15,321 - mmaction - INFO - Epoch [130][3600/3757] lr: 1.000e-04, eta: 22:29:44, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9519, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3581, loss: 2.3101, grad_norm: 11.0115 2021-07-09 03:05:36,312 - mmaction - INFO - Epoch [130][3620/3757] lr: 1.000e-04, eta: 22:29:22, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9537, top1_acc: 0.6867, top5_acc: 0.8578, loss_cls: 1.3137, loss: 2.2673, grad_norm: 11.2787 2021-07-09 03:05:57,353 - mmaction - INFO - Epoch [130][3640/3757] lr: 1.000e-04, eta: 22:29:01, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9542, top1_acc: 0.6844, top5_acc: 0.8484, loss_cls: 1.3129, loss: 2.2671, grad_norm: 10.9651 2021-07-09 03:06:18,570 - mmaction - INFO - Epoch [130][3660/3757] lr: 1.000e-04, eta: 22:28:39, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9220, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2331, loss: 2.1552, grad_norm: 11.0771 2021-07-09 03:06:40,295 - mmaction - INFO - Epoch [130][3680/3757] lr: 1.000e-04, eta: 22:28:18, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 0.9460, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3068, loss: 2.2528, grad_norm: 11.1628 2021-07-09 03:07:01,393 - mmaction - INFO - Epoch [130][3700/3757] lr: 1.000e-04, eta: 22:27:56, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9468, top1_acc: 0.7109, top5_acc: 0.8477, loss_cls: 1.2854, loss: 2.2322, grad_norm: 10.7752 2021-07-09 03:07:22,521 - mmaction - INFO - Epoch [130][3720/3757] lr: 1.000e-04, eta: 22:27:35, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9638, top1_acc: 0.7023, top5_acc: 0.8617, loss_cls: 1.3012, loss: 2.2650, grad_norm: 10.8478 2021-07-09 03:07:43,899 - mmaction - INFO - Epoch [130][3740/3757] lr: 1.000e-04, eta: 22:27:13, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6977, top5_acc: 0.8820, loss_cls: 1.2573, loss: 2.2153, grad_norm: 11.0961 2021-07-09 03:08:02,441 - mmaction - INFO - Saving checkpoint at 130 epochs 2021-07-09 03:12:52,735 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 03:12:53,547 - mmaction - INFO - top1_acc 0.7076 top5_acc 0.8879 2021-07-09 03:12:53,547 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 03:12:53,577 - mmaction - INFO - mean_acc 0.7075 2021-07-09 03:12:53,585 - mmaction - INFO - Epoch(val) [130][310] top1_acc: 0.7076, top5_acc: 0.8879, mean_class_accuracy: 0.7075 2021-07-09 03:13:54,333 - mmaction - INFO - Epoch [131][20/3757] lr: 1.000e-04, eta: 22:26:36, time: 3.037, data_time: 1.998, memory: 6921, loss_aux: 0.9490, top1_acc: 0.7070, top5_acc: 0.8602, loss_cls: 1.2569, loss: 2.2058, grad_norm: 11.0314 2021-07-09 03:14:15,225 - mmaction - INFO - Epoch [131][40/3757] lr: 1.000e-04, eta: 22:26:15, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 0.9113, top1_acc: 0.6977, top5_acc: 0.8602, loss_cls: 1.2730, loss: 2.1843, grad_norm: 10.9797 2021-07-09 03:14:36,675 - mmaction - INFO - Epoch [131][60/3757] lr: 1.000e-04, eta: 22:25:53, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9470, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.3091, loss: 2.2561, grad_norm: 10.9069 2021-07-09 03:14:57,838 - mmaction - INFO - Epoch [131][80/3757] lr: 1.000e-04, eta: 22:25:32, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9503, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2604, loss: 2.2108, grad_norm: 10.8347 2021-07-09 03:15:18,818 - mmaction - INFO - Epoch [131][100/3757] lr: 1.000e-04, eta: 22:25:10, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6703, top5_acc: 0.8492, loss_cls: 1.3393, loss: 2.3050, grad_norm: 11.0921 2021-07-09 03:15:40,988 - mmaction - INFO - Epoch [131][120/3757] lr: 1.000e-04, eta: 22:24:49, time: 1.110, data_time: 0.068, memory: 6921, loss_aux: 0.9185, top1_acc: 0.7133, top5_acc: 0.8914, loss_cls: 1.1819, loss: 2.1003, grad_norm: 11.1053 2021-07-09 03:16:02,359 - mmaction - INFO - Epoch [131][140/3757] lr: 1.000e-04, eta: 22:24:27, time: 1.068, data_time: 0.025, memory: 6921, loss_aux: 0.9599, top1_acc: 0.7031, top5_acc: 0.8617, loss_cls: 1.2339, loss: 2.1939, grad_norm: 10.5218 2021-07-09 03:16:23,171 - mmaction - INFO - Epoch [131][160/3757] lr: 1.000e-04, eta: 22:24:06, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 0.9485, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.2897, loss: 2.2382, grad_norm: 11.2129 2021-07-09 03:16:44,280 - mmaction - INFO - Epoch [131][180/3757] lr: 1.000e-04, eta: 22:23:44, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 0.9713, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3116, loss: 2.2829, grad_norm: 11.1195 2021-07-09 03:17:05,232 - mmaction - INFO - Epoch [131][200/3757] lr: 1.000e-04, eta: 22:23:22, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9580, top1_acc: 0.7070, top5_acc: 0.8539, loss_cls: 1.3126, loss: 2.2706, grad_norm: 11.0011 2021-07-09 03:17:26,311 - mmaction - INFO - Epoch [131][220/3757] lr: 1.000e-04, eta: 22:23:01, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9455, top1_acc: 0.7023, top5_acc: 0.8742, loss_cls: 1.2473, loss: 2.1928, grad_norm: 10.9105 2021-07-09 03:17:47,546 - mmaction - INFO - Epoch [131][240/3757] lr: 1.000e-04, eta: 22:22:39, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 0.9570, top1_acc: 0.7055, top5_acc: 0.8633, loss_cls: 1.2747, loss: 2.2317, grad_norm: 10.7466 2021-07-09 03:18:08,610 - mmaction - INFO - Epoch [131][260/3757] lr: 1.000e-04, eta: 22:22:18, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9528, top1_acc: 0.6930, top5_acc: 0.8586, loss_cls: 1.3085, loss: 2.2613, grad_norm: 11.3518 2021-07-09 03:18:29,923 - mmaction - INFO - Epoch [131][280/3757] lr: 1.000e-04, eta: 22:21:56, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9491, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2806, loss: 2.2296, grad_norm: 10.8762 2021-07-09 03:18:51,297 - mmaction - INFO - Epoch [131][300/3757] lr: 1.000e-04, eta: 22:21:35, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 0.9567, top1_acc: 0.6695, top5_acc: 0.8523, loss_cls: 1.3383, loss: 2.2950, grad_norm: 11.2436 2021-07-09 03:19:12,345 - mmaction - INFO - Epoch [131][320/3757] lr: 1.000e-04, eta: 22:21:13, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 1.0191, top1_acc: 0.6719, top5_acc: 0.8391, loss_cls: 1.4377, loss: 2.4568, grad_norm: 11.3229 2021-07-09 03:19:33,429 - mmaction - INFO - Epoch [131][340/3757] lr: 1.000e-04, eta: 22:20:51, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6789, top5_acc: 0.8414, loss_cls: 1.3687, loss: 2.3421, grad_norm: 11.3106 2021-07-09 03:19:54,482 - mmaction - INFO - Epoch [131][360/3757] lr: 1.000e-04, eta: 22:20:30, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9361, top1_acc: 0.7047, top5_acc: 0.8680, loss_cls: 1.2612, loss: 2.1973, grad_norm: 11.0236 2021-07-09 03:20:15,614 - mmaction - INFO - Epoch [131][380/3757] lr: 1.000e-04, eta: 22:20:08, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9411, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2946, loss: 2.2357, grad_norm: 11.1905 2021-07-09 03:20:36,823 - mmaction - INFO - Epoch [131][400/3757] lr: 1.000e-04, eta: 22:19:47, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9361, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2782, loss: 2.2143, grad_norm: 11.0863 2021-07-09 03:20:57,599 - mmaction - INFO - Epoch [131][420/3757] lr: 1.000e-04, eta: 22:19:25, time: 1.038, data_time: 0.002, memory: 6921, loss_aux: 0.9825, top1_acc: 0.6836, top5_acc: 0.8547, loss_cls: 1.3322, loss: 2.3148, grad_norm: 11.0564 2021-07-09 03:21:19,978 - mmaction - INFO - Epoch [131][440/3757] lr: 1.000e-04, eta: 22:19:04, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 0.9459, top1_acc: 0.7008, top5_acc: 0.8516, loss_cls: 1.3373, loss: 2.2832, grad_norm: 11.0228 2021-07-09 03:21:41,114 - mmaction - INFO - Epoch [131][460/3757] lr: 1.000e-04, eta: 22:18:42, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3370, loss: 2.3015, grad_norm: 11.1071 2021-07-09 03:22:02,098 - mmaction - INFO - Epoch [131][480/3757] lr: 1.000e-04, eta: 22:18:21, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9644, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.3136, loss: 2.2781, grad_norm: 11.0270 2021-07-09 03:22:23,065 - mmaction - INFO - Epoch [131][500/3757] lr: 1.000e-04, eta: 22:17:59, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6898, top5_acc: 0.8516, loss_cls: 1.3541, loss: 2.3432, grad_norm: 11.0494 2021-07-09 03:22:44,204 - mmaction - INFO - Epoch [131][520/3757] lr: 1.000e-04, eta: 22:17:37, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9384, top1_acc: 0.7039, top5_acc: 0.8898, loss_cls: 1.1789, loss: 2.1173, grad_norm: 10.6548 2021-07-09 03:23:05,200 - mmaction - INFO - Epoch [131][540/3757] lr: 1.000e-04, eta: 22:17:16, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3152, loss: 2.3082, grad_norm: 11.0740 2021-07-09 03:23:26,974 - mmaction - INFO - Epoch [131][560/3757] lr: 1.000e-04, eta: 22:16:54, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 0.9456, top1_acc: 0.7000, top5_acc: 0.8844, loss_cls: 1.2129, loss: 2.1585, grad_norm: 10.9825 2021-07-09 03:23:48,793 - mmaction - INFO - Epoch [131][580/3757] lr: 1.000e-04, eta: 22:16:33, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6844, top5_acc: 0.8617, loss_cls: 1.3126, loss: 2.3013, grad_norm: 11.5589 2021-07-09 03:24:09,557 - mmaction - INFO - Epoch [131][600/3757] lr: 1.000e-04, eta: 22:16:11, time: 1.037, data_time: 0.001, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6734, top5_acc: 0.8539, loss_cls: 1.3615, loss: 2.3450, grad_norm: 11.2942 2021-07-09 03:24:30,848 - mmaction - INFO - Epoch [131][620/3757] lr: 1.000e-04, eta: 22:15:50, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9666, top1_acc: 0.6875, top5_acc: 0.8516, loss_cls: 1.3290, loss: 2.2955, grad_norm: 11.2374 2021-07-09 03:24:52,177 - mmaction - INFO - Epoch [131][640/3757] lr: 1.000e-04, eta: 22:15:28, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.2850, loss: 2.2503, grad_norm: 11.3999 2021-07-09 03:25:13,259 - mmaction - INFO - Epoch [131][660/3757] lr: 1.000e-04, eta: 22:15:07, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9817, top1_acc: 0.6758, top5_acc: 0.8484, loss_cls: 1.3643, loss: 2.3460, grad_norm: 11.2675 2021-07-09 03:25:35,243 - mmaction - INFO - Epoch [131][680/3757] lr: 1.000e-04, eta: 22:14:45, time: 1.102, data_time: 0.057, memory: 6921, loss_aux: 0.9952, top1_acc: 0.6727, top5_acc: 0.8438, loss_cls: 1.3638, loss: 2.3590, grad_norm: 11.2735 2021-07-09 03:25:56,538 - mmaction - INFO - Epoch [131][700/3757] lr: 1.000e-04, eta: 22:14:24, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9413, top1_acc: 0.6984, top5_acc: 0.8609, loss_cls: 1.2866, loss: 2.2279, grad_norm: 10.8617 2021-07-09 03:26:17,557 - mmaction - INFO - Epoch [131][720/3757] lr: 1.000e-04, eta: 22:14:02, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9523, top1_acc: 0.6969, top5_acc: 0.8578, loss_cls: 1.3023, loss: 2.2547, grad_norm: 10.9345 2021-07-09 03:26:38,590 - mmaction - INFO - Epoch [131][740/3757] lr: 1.000e-04, eta: 22:13:40, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9473, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2393, loss: 2.1867, grad_norm: 10.9508 2021-07-09 03:26:59,739 - mmaction - INFO - Epoch [131][760/3757] lr: 1.000e-04, eta: 22:13:19, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9730, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3481, loss: 2.3210, grad_norm: 11.1442 2021-07-09 03:27:20,995 - mmaction - INFO - Epoch [131][780/3757] lr: 1.000e-04, eta: 22:12:57, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9782, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.3199, loss: 2.2980, grad_norm: 10.9543 2021-07-09 03:27:42,680 - mmaction - INFO - Epoch [131][800/3757] lr: 1.000e-04, eta: 22:12:36, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 0.8766, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.1993, loss: 2.0759, grad_norm: 10.9440 2021-07-09 03:28:04,659 - mmaction - INFO - Epoch [131][820/3757] lr: 1.000e-04, eta: 22:12:14, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 0.9072, top1_acc: 0.7203, top5_acc: 0.8805, loss_cls: 1.1834, loss: 2.0906, grad_norm: 10.5938 2021-07-09 03:28:26,435 - mmaction - INFO - Epoch [131][840/3757] lr: 1.000e-04, eta: 22:11:53, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 0.9216, top1_acc: 0.7047, top5_acc: 0.8469, loss_cls: 1.2864, loss: 2.2080, grad_norm: 10.5732 2021-07-09 03:28:47,493 - mmaction - INFO - Epoch [131][860/3757] lr: 1.000e-04, eta: 22:11:31, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9991, top1_acc: 0.6586, top5_acc: 0.8375, loss_cls: 1.4357, loss: 2.4348, grad_norm: 11.1839 2021-07-09 03:29:08,575 - mmaction - INFO - Epoch [131][880/3757] lr: 1.000e-04, eta: 22:11:10, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9985, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.3295, loss: 2.3280, grad_norm: 11.1652 2021-07-09 03:29:29,725 - mmaction - INFO - Epoch [131][900/3757] lr: 1.000e-04, eta: 22:10:48, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 1.0032, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3328, loss: 2.3360, grad_norm: 11.4589 2021-07-09 03:29:50,766 - mmaction - INFO - Epoch [131][920/3757] lr: 1.000e-04, eta: 22:10:27, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 1.0021, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3522, loss: 2.3542, grad_norm: 11.2337 2021-07-09 03:30:11,975 - mmaction - INFO - Epoch [131][940/3757] lr: 1.000e-04, eta: 22:10:05, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9394, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.2871, loss: 2.2265, grad_norm: 10.8055 2021-07-09 03:30:33,114 - mmaction - INFO - Epoch [131][960/3757] lr: 1.000e-04, eta: 22:09:44, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3661, loss: 2.3569, grad_norm: 11.6606 2021-07-09 03:30:54,846 - mmaction - INFO - Epoch [131][980/3757] lr: 1.000e-04, eta: 22:09:22, time: 1.087, data_time: 0.001, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.3933, loss: 2.3604, grad_norm: 11.3064 2021-07-09 03:31:16,033 - mmaction - INFO - Epoch [131][1000/3757] lr: 1.000e-04, eta: 22:09:00, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.3117, loss: 2.2762, grad_norm: 11.1432 2021-07-09 03:31:37,152 - mmaction - INFO - Epoch [131][1020/3757] lr: 1.000e-04, eta: 22:08:39, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9411, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2624, loss: 2.2035, grad_norm: 10.9754 2021-07-09 03:31:58,139 - mmaction - INFO - Epoch [131][1040/3757] lr: 1.000e-04, eta: 22:08:17, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9849, top1_acc: 0.6828, top5_acc: 0.8547, loss_cls: 1.3161, loss: 2.3010, grad_norm: 11.1775 2021-07-09 03:32:19,784 - mmaction - INFO - Epoch [131][1060/3757] lr: 1.000e-04, eta: 22:07:56, time: 1.082, data_time: 0.001, memory: 6921, loss_aux: 0.9440, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2762, loss: 2.2201, grad_norm: 10.9374 2021-07-09 03:32:40,719 - mmaction - INFO - Epoch [131][1080/3757] lr: 1.000e-04, eta: 22:07:34, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9392, top1_acc: 0.6984, top5_acc: 0.8586, loss_cls: 1.3059, loss: 2.2451, grad_norm: 11.0534 2021-07-09 03:33:01,774 - mmaction - INFO - Epoch [131][1100/3757] lr: 1.000e-04, eta: 22:07:13, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3375, loss: 2.3154, grad_norm: 11.0941 2021-07-09 03:33:22,952 - mmaction - INFO - Epoch [131][1120/3757] lr: 1.000e-04, eta: 22:06:51, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9847, top1_acc: 0.6797, top5_acc: 0.8453, loss_cls: 1.3740, loss: 2.3586, grad_norm: 11.1620 2021-07-09 03:33:43,940 - mmaction - INFO - Epoch [131][1140/3757] lr: 1.000e-04, eta: 22:06:29, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 0.9442, top1_acc: 0.6922, top5_acc: 0.8516, loss_cls: 1.3016, loss: 2.2458, grad_norm: 11.1317 2021-07-09 03:34:05,778 - mmaction - INFO - Epoch [131][1160/3757] lr: 1.000e-04, eta: 22:06:08, time: 1.092, data_time: 0.022, memory: 6921, loss_aux: 0.9369, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2896, loss: 2.2265, grad_norm: 11.3120 2021-07-09 03:34:28,014 - mmaction - INFO - Epoch [131][1180/3757] lr: 1.000e-04, eta: 22:05:47, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 0.9853, top1_acc: 0.7000, top5_acc: 0.8570, loss_cls: 1.3194, loss: 2.3047, grad_norm: 11.2150 2021-07-09 03:34:49,012 - mmaction - INFO - Epoch [131][1200/3757] lr: 1.000e-04, eta: 22:05:25, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9180, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2412, loss: 2.1592, grad_norm: 10.9015 2021-07-09 03:35:10,413 - mmaction - INFO - Epoch [131][1220/3757] lr: 1.000e-04, eta: 22:05:04, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9682, top1_acc: 0.6844, top5_acc: 0.8555, loss_cls: 1.3332, loss: 2.3013, grad_norm: 11.3770 2021-07-09 03:35:31,560 - mmaction - INFO - Epoch [131][1240/3757] lr: 1.000e-04, eta: 22:04:42, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9573, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3405, loss: 2.2978, grad_norm: 11.1419 2021-07-09 03:35:52,644 - mmaction - INFO - Epoch [131][1260/3757] lr: 1.000e-04, eta: 22:04:20, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.8942, top1_acc: 0.7234, top5_acc: 0.8758, loss_cls: 1.1494, loss: 2.0435, grad_norm: 10.6449 2021-07-09 03:36:13,571 - mmaction - INFO - Epoch [131][1280/3757] lr: 1.000e-04, eta: 22:03:59, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9421, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2816, loss: 2.2237, grad_norm: 10.7344 2021-07-09 03:36:34,752 - mmaction - INFO - Epoch [131][1300/3757] lr: 1.000e-04, eta: 22:03:37, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9219, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2409, loss: 2.1628, grad_norm: 11.0414 2021-07-09 03:36:56,279 - mmaction - INFO - Epoch [131][1320/3757] lr: 1.000e-04, eta: 22:03:16, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9468, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.2758, loss: 2.2226, grad_norm: 11.0777 2021-07-09 03:37:17,334 - mmaction - INFO - Epoch [131][1340/3757] lr: 1.000e-04, eta: 22:02:54, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9676, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.2847, loss: 2.2523, grad_norm: 10.9416 2021-07-09 03:37:38,442 - mmaction - INFO - Epoch [131][1360/3757] lr: 1.000e-04, eta: 22:02:33, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6648, top5_acc: 0.8422, loss_cls: 1.3801, loss: 2.3746, grad_norm: 11.2311 2021-07-09 03:37:59,515 - mmaction - INFO - Epoch [131][1380/3757] lr: 1.000e-04, eta: 22:02:11, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.2998, loss: 2.2817, grad_norm: 11.2031 2021-07-09 03:38:20,484 - mmaction - INFO - Epoch [131][1400/3757] lr: 1.000e-04, eta: 22:01:49, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9371, top1_acc: 0.6805, top5_acc: 0.8703, loss_cls: 1.2759, loss: 2.2130, grad_norm: 11.1216 2021-07-09 03:38:41,693 - mmaction - INFO - Epoch [131][1420/3757] lr: 1.000e-04, eta: 22:01:28, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9132, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2596, loss: 2.1728, grad_norm: 10.8727 2021-07-09 03:39:02,754 - mmaction - INFO - Epoch [131][1440/3757] lr: 1.000e-04, eta: 22:01:06, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9750, top1_acc: 0.6844, top5_acc: 0.8523, loss_cls: 1.3198, loss: 2.2948, grad_norm: 11.2887 2021-07-09 03:39:23,945 - mmaction - INFO - Epoch [131][1460/3757] lr: 1.000e-04, eta: 22:00:45, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9427, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2304, loss: 2.1731, grad_norm: 10.8492 2021-07-09 03:39:45,132 - mmaction - INFO - Epoch [131][1480/3757] lr: 1.000e-04, eta: 22:00:23, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9642, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.3585, loss: 2.3227, grad_norm: 11.5422 2021-07-09 03:40:06,308 - mmaction - INFO - Epoch [131][1500/3757] lr: 1.000e-04, eta: 22:00:02, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 1.0030, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.2999, loss: 2.3029, grad_norm: 11.0609 2021-07-09 03:40:27,639 - mmaction - INFO - Epoch [131][1520/3757] lr: 1.000e-04, eta: 21:59:40, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6828, top5_acc: 0.8438, loss_cls: 1.3516, loss: 2.3352, grad_norm: 11.2502 2021-07-09 03:40:48,766 - mmaction - INFO - Epoch [131][1540/3757] lr: 1.000e-04, eta: 21:59:18, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9346, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.2600, loss: 2.1947, grad_norm: 10.9488 2021-07-09 03:41:10,878 - mmaction - INFO - Epoch [131][1560/3757] lr: 1.000e-04, eta: 21:58:57, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 0.9543, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.2986, loss: 2.2529, grad_norm: 11.1236 2021-07-09 03:41:31,905 - mmaction - INFO - Epoch [131][1580/3757] lr: 1.000e-04, eta: 21:58:35, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9888, top1_acc: 0.6742, top5_acc: 0.8492, loss_cls: 1.4127, loss: 2.4015, grad_norm: 11.3669 2021-07-09 03:41:52,913 - mmaction - INFO - Epoch [131][1600/3757] lr: 1.000e-04, eta: 21:58:14, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6734, top5_acc: 0.8445, loss_cls: 1.3492, loss: 2.3154, grad_norm: 11.2801 2021-07-09 03:42:14,045 - mmaction - INFO - Epoch [131][1620/3757] lr: 1.000e-04, eta: 21:57:52, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9903, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3392, loss: 2.3296, grad_norm: 11.5331 2021-07-09 03:42:35,153 - mmaction - INFO - Epoch [131][1640/3757] lr: 1.000e-04, eta: 21:57:31, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9365, top1_acc: 0.6742, top5_acc: 0.8617, loss_cls: 1.3322, loss: 2.2687, grad_norm: 11.8963 2021-07-09 03:42:56,384 - mmaction - INFO - Epoch [131][1660/3757] lr: 1.000e-04, eta: 21:57:09, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6719, top5_acc: 0.8391, loss_cls: 1.3969, loss: 2.3901, grad_norm: 11.2936 2021-07-09 03:43:17,897 - mmaction - INFO - Epoch [131][1680/3757] lr: 1.000e-04, eta: 21:56:48, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9285, top1_acc: 0.7000, top5_acc: 0.8523, loss_cls: 1.2976, loss: 2.2261, grad_norm: 10.9730 2021-07-09 03:43:38,947 - mmaction - INFO - Epoch [131][1700/3757] lr: 1.000e-04, eta: 21:56:26, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9712, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3514, loss: 2.3226, grad_norm: 11.4506 2021-07-09 03:43:59,999 - mmaction - INFO - Epoch [131][1720/3757] lr: 1.000e-04, eta: 21:56:05, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9539, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3060, loss: 2.2598, grad_norm: 11.0941 2021-07-09 03:44:21,432 - mmaction - INFO - Epoch [131][1740/3757] lr: 1.000e-04, eta: 21:55:43, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 0.9201, top1_acc: 0.7078, top5_acc: 0.8602, loss_cls: 1.2354, loss: 2.1554, grad_norm: 10.6738 2021-07-09 03:44:42,519 - mmaction - INFO - Epoch [131][1760/3757] lr: 1.000e-04, eta: 21:55:21, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9448, top1_acc: 0.6992, top5_acc: 0.8516, loss_cls: 1.3007, loss: 2.2455, grad_norm: 10.9663 2021-07-09 03:45:03,693 - mmaction - INFO - Epoch [131][1780/3757] lr: 1.000e-04, eta: 21:55:00, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.3084, loss: 2.2712, grad_norm: 11.2527 2021-07-09 03:45:24,802 - mmaction - INFO - Epoch [131][1800/3757] lr: 1.000e-04, eta: 21:54:38, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9503, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2613, loss: 2.2117, grad_norm: 10.9829 2021-07-09 03:45:45,881 - mmaction - INFO - Epoch [131][1820/3757] lr: 1.000e-04, eta: 21:54:17, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9682, top1_acc: 0.6852, top5_acc: 0.8500, loss_cls: 1.3136, loss: 2.2818, grad_norm: 10.8428 2021-07-09 03:46:07,750 - mmaction - INFO - Epoch [131][1840/3757] lr: 1.000e-04, eta: 21:53:55, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 0.9598, top1_acc: 0.6867, top5_acc: 0.8578, loss_cls: 1.3143, loss: 2.2741, grad_norm: 11.2855 2021-07-09 03:46:28,791 - mmaction - INFO - Epoch [131][1860/3757] lr: 1.000e-04, eta: 21:53:34, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9256, top1_acc: 0.6914, top5_acc: 0.8609, loss_cls: 1.2460, loss: 2.1717, grad_norm: 11.1532 2021-07-09 03:46:49,890 - mmaction - INFO - Epoch [131][1880/3757] lr: 1.000e-04, eta: 21:53:12, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9367, top1_acc: 0.7063, top5_acc: 0.8648, loss_cls: 1.2729, loss: 2.2096, grad_norm: 11.2405 2021-07-09 03:47:11,377 - mmaction - INFO - Epoch [131][1900/3757] lr: 1.000e-04, eta: 21:52:51, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9556, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3073, loss: 2.2629, grad_norm: 11.1040 2021-07-09 03:47:32,423 - mmaction - INFO - Epoch [131][1920/3757] lr: 1.000e-04, eta: 21:52:29, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6750, top5_acc: 0.8445, loss_cls: 1.3736, loss: 2.3413, grad_norm: 10.9225 2021-07-09 03:47:53,584 - mmaction - INFO - Epoch [131][1940/3757] lr: 1.000e-04, eta: 21:52:07, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6945, top5_acc: 0.8594, loss_cls: 1.3241, loss: 2.2961, grad_norm: 11.0862 2021-07-09 03:48:14,694 - mmaction - INFO - Epoch [131][1960/3757] lr: 1.000e-04, eta: 21:51:46, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.8837, top1_acc: 0.7227, top5_acc: 0.8633, loss_cls: 1.1956, loss: 2.0792, grad_norm: 10.7013 2021-07-09 03:48:36,729 - mmaction - INFO - Epoch [131][1980/3757] lr: 1.000e-04, eta: 21:51:24, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 0.9317, top1_acc: 0.7008, top5_acc: 0.8812, loss_cls: 1.2383, loss: 2.1700, grad_norm: 11.1510 2021-07-09 03:48:57,722 - mmaction - INFO - Epoch [131][2000/3757] lr: 1.000e-04, eta: 21:51:03, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3006, loss: 2.2779, grad_norm: 11.2077 2021-07-09 03:49:18,885 - mmaction - INFO - Epoch [131][2020/3757] lr: 1.000e-04, eta: 21:50:41, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9404, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.2567, loss: 2.1971, grad_norm: 10.9620 2021-07-09 03:49:39,922 - mmaction - INFO - Epoch [131][2040/3757] lr: 1.000e-04, eta: 21:50:20, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.2994, loss: 2.2832, grad_norm: 11.1279 2021-07-09 03:50:01,181 - mmaction - INFO - Epoch [131][2060/3757] lr: 1.000e-04, eta: 21:49:58, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9730, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.3314, loss: 2.3043, grad_norm: 11.1825 2021-07-09 03:50:22,311 - mmaction - INFO - Epoch [131][2080/3757] lr: 1.000e-04, eta: 21:49:37, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9555, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2690, loss: 2.2245, grad_norm: 10.8754 2021-07-09 03:50:43,447 - mmaction - INFO - Epoch [131][2100/3757] lr: 1.000e-04, eta: 21:49:15, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9520, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.3018, loss: 2.2538, grad_norm: 11.1538 2021-07-09 03:51:04,791 - mmaction - INFO - Epoch [131][2120/3757] lr: 1.000e-04, eta: 21:48:53, time: 1.068, data_time: 0.014, memory: 6921, loss_aux: 0.9805, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.3282, loss: 2.3087, grad_norm: 11.1920 2021-07-09 03:51:26,547 - mmaction - INFO - Epoch [131][2140/3757] lr: 1.000e-04, eta: 21:48:32, time: 1.087, data_time: 0.051, memory: 6921, loss_aux: 0.9670, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3253, loss: 2.2923, grad_norm: 10.9779 2021-07-09 03:51:47,620 - mmaction - INFO - Epoch [131][2160/3757] lr: 1.000e-04, eta: 21:48:10, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 1.0053, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.3699, loss: 2.3752, grad_norm: 11.2275 2021-07-09 03:52:08,722 - mmaction - INFO - Epoch [131][2180/3757] lr: 1.000e-04, eta: 21:47:49, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9161, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1892, loss: 2.1053, grad_norm: 10.9671 2021-07-09 03:52:29,838 - mmaction - INFO - Epoch [131][2200/3757] lr: 1.000e-04, eta: 21:47:27, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9290, top1_acc: 0.6961, top5_acc: 0.8727, loss_cls: 1.2602, loss: 2.1892, grad_norm: 11.1725 2021-07-09 03:52:51,273 - mmaction - INFO - Epoch [131][2220/3757] lr: 1.000e-04, eta: 21:47:06, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 0.9360, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.2641, loss: 2.2001, grad_norm: 10.8697 2021-07-09 03:53:12,814 - mmaction - INFO - Epoch [131][2240/3757] lr: 1.000e-04, eta: 21:46:44, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 0.9436, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2708, loss: 2.2144, grad_norm: 11.3246 2021-07-09 03:53:34,075 - mmaction - INFO - Epoch [131][2260/3757] lr: 1.000e-04, eta: 21:46:23, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9550, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.2892, loss: 2.2442, grad_norm: 10.9166 2021-07-09 03:53:55,283 - mmaction - INFO - Epoch [131][2280/3757] lr: 1.000e-04, eta: 21:46:01, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 1.0348, top1_acc: 0.6508, top5_acc: 0.8531, loss_cls: 1.4397, loss: 2.4745, grad_norm: 11.9163 2021-07-09 03:54:16,352 - mmaction - INFO - Epoch [131][2300/3757] lr: 1.000e-04, eta: 21:45:40, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9103, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2629, loss: 2.1732, grad_norm: 10.7822 2021-07-09 03:54:37,510 - mmaction - INFO - Epoch [131][2320/3757] lr: 1.000e-04, eta: 21:45:18, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9577, top1_acc: 0.6914, top5_acc: 0.8602, loss_cls: 1.2909, loss: 2.2486, grad_norm: 11.0679 2021-07-09 03:54:58,818 - mmaction - INFO - Epoch [131][2340/3757] lr: 1.000e-04, eta: 21:44:56, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 0.9491, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2755, loss: 2.2245, grad_norm: 10.8325 2021-07-09 03:55:20,011 - mmaction - INFO - Epoch [131][2360/3757] lr: 1.000e-04, eta: 21:44:35, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9415, top1_acc: 0.6898, top5_acc: 0.8531, loss_cls: 1.3035, loss: 2.2451, grad_norm: 11.4422 2021-07-09 03:55:41,142 - mmaction - INFO - Epoch [131][2380/3757] lr: 1.000e-04, eta: 21:44:13, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.8959, top1_acc: 0.7133, top5_acc: 0.8664, loss_cls: 1.2149, loss: 2.1108, grad_norm: 10.6359 2021-07-09 03:56:02,334 - mmaction - INFO - Epoch [131][2400/3757] lr: 1.000e-04, eta: 21:43:52, time: 1.060, data_time: 0.008, memory: 6921, loss_aux: 0.8970, top1_acc: 0.7188, top5_acc: 0.8781, loss_cls: 1.2120, loss: 2.1089, grad_norm: 10.5335 2021-07-09 03:56:23,349 - mmaction - INFO - Epoch [131][2420/3757] lr: 1.000e-04, eta: 21:43:30, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.3258, loss: 2.2907, grad_norm: 11.4106 2021-07-09 03:56:45,120 - mmaction - INFO - Epoch [131][2440/3757] lr: 1.000e-04, eta: 21:43:09, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9320, top1_acc: 0.6844, top5_acc: 0.8734, loss_cls: 1.2482, loss: 2.1802, grad_norm: 10.8627 2021-07-09 03:57:06,161 - mmaction - INFO - Epoch [131][2460/3757] lr: 1.000e-04, eta: 21:42:47, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9483, top1_acc: 0.6906, top5_acc: 0.8562, loss_cls: 1.2838, loss: 2.2322, grad_norm: 11.3039 2021-07-09 03:57:27,568 - mmaction - INFO - Epoch [131][2480/3757] lr: 1.000e-04, eta: 21:42:26, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9199, top1_acc: 0.7023, top5_acc: 0.8586, loss_cls: 1.2812, loss: 2.2011, grad_norm: 10.9740 2021-07-09 03:57:48,983 - mmaction - INFO - Epoch [131][2500/3757] lr: 1.000e-04, eta: 21:42:04, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9594, top1_acc: 0.7008, top5_acc: 0.8555, loss_cls: 1.3007, loss: 2.2601, grad_norm: 11.0863 2021-07-09 03:58:10,172 - mmaction - INFO - Epoch [131][2520/3757] lr: 1.000e-04, eta: 21:41:43, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9372, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2284, loss: 2.1656, grad_norm: 11.1491 2021-07-09 03:58:31,207 - mmaction - INFO - Epoch [131][2540/3757] lr: 1.000e-04, eta: 21:41:21, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9278, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2428, loss: 2.1707, grad_norm: 10.8838 2021-07-09 03:58:52,210 - mmaction - INFO - Epoch [131][2560/3757] lr: 1.000e-04, eta: 21:40:59, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.8849, top1_acc: 0.7242, top5_acc: 0.8750, loss_cls: 1.1552, loss: 2.0400, grad_norm: 10.3676 2021-07-09 03:59:13,643 - mmaction - INFO - Epoch [131][2580/3757] lr: 1.000e-04, eta: 21:40:38, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4162, loss: 2.4171, grad_norm: 11.4761 2021-07-09 03:59:34,643 - mmaction - INFO - Epoch [131][2600/3757] lr: 1.000e-04, eta: 21:40:16, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.8828, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1910, loss: 2.0739, grad_norm: 10.5361 2021-07-09 03:59:55,603 - mmaction - INFO - Epoch [131][2620/3757] lr: 1.000e-04, eta: 21:39:55, time: 1.048, data_time: 0.007, memory: 6921, loss_aux: 0.9201, top1_acc: 0.6883, top5_acc: 0.8781, loss_cls: 1.2594, loss: 2.1795, grad_norm: 11.0007 2021-07-09 04:00:16,596 - mmaction - INFO - Epoch [131][2640/3757] lr: 1.000e-04, eta: 21:39:33, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6961, top5_acc: 0.8586, loss_cls: 1.2742, loss: 2.2387, grad_norm: 10.9150 2021-07-09 04:00:37,572 - mmaction - INFO - Epoch [131][2660/3757] lr: 1.000e-04, eta: 21:39:12, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9413, top1_acc: 0.6805, top5_acc: 0.8477, loss_cls: 1.3497, loss: 2.2910, grad_norm: 11.3318 2021-07-09 04:00:58,781 - mmaction - INFO - Epoch [131][2680/3757] lr: 1.000e-04, eta: 21:38:50, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9526, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2842, loss: 2.2368, grad_norm: 10.9229 2021-07-09 04:01:20,140 - mmaction - INFO - Epoch [131][2700/3757] lr: 1.000e-04, eta: 21:38:28, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6914, top5_acc: 0.8547, loss_cls: 1.3418, loss: 2.3345, grad_norm: 11.2194 2021-07-09 04:01:41,286 - mmaction - INFO - Epoch [131][2720/3757] lr: 1.000e-04, eta: 21:38:07, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3174, loss: 2.2800, grad_norm: 11.3142 2021-07-09 04:02:02,400 - mmaction - INFO - Epoch [131][2740/3757] lr: 1.000e-04, eta: 21:37:45, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9579, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2927, loss: 2.2506, grad_norm: 11.0336 2021-07-09 04:02:23,621 - mmaction - INFO - Epoch [131][2760/3757] lr: 1.000e-04, eta: 21:37:24, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9921, top1_acc: 0.6898, top5_acc: 0.8570, loss_cls: 1.3163, loss: 2.3084, grad_norm: 11.0185 2021-07-09 04:02:44,888 - mmaction - INFO - Epoch [131][2780/3757] lr: 1.000e-04, eta: 21:37:02, time: 1.065, data_time: 0.015, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6836, top5_acc: 0.8531, loss_cls: 1.3532, loss: 2.3534, grad_norm: 11.0020 2021-07-09 04:03:05,975 - mmaction - INFO - Epoch [131][2800/3757] lr: 1.000e-04, eta: 21:36:41, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6844, top5_acc: 0.8508, loss_cls: 1.3297, loss: 2.3127, grad_norm: 11.3205 2021-07-09 04:03:27,086 - mmaction - INFO - Epoch [131][2820/3757] lr: 1.000e-04, eta: 21:36:19, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9415, top1_acc: 0.6828, top5_acc: 0.8680, loss_cls: 1.2587, loss: 2.2002, grad_norm: 11.1156 2021-07-09 04:03:48,136 - mmaction - INFO - Epoch [131][2840/3757] lr: 1.000e-04, eta: 21:35:57, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9642, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3201, loss: 2.2843, grad_norm: 11.3425 2021-07-09 04:04:09,367 - mmaction - INFO - Epoch [131][2860/3757] lr: 1.000e-04, eta: 21:35:36, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9951, top1_acc: 0.6672, top5_acc: 0.8516, loss_cls: 1.3821, loss: 2.3772, grad_norm: 11.5256 2021-07-09 04:04:30,734 - mmaction - INFO - Epoch [131][2880/3757] lr: 1.000e-04, eta: 21:35:14, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9291, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2539, loss: 2.1829, grad_norm: 10.6865 2021-07-09 04:04:52,054 - mmaction - INFO - Epoch [131][2900/3757] lr: 1.000e-04, eta: 21:34:53, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9469, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3138, loss: 2.2606, grad_norm: 11.3075 2021-07-09 04:05:13,863 - mmaction - INFO - Epoch [131][2920/3757] lr: 1.000e-04, eta: 21:34:31, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 1.0367, top1_acc: 0.6516, top5_acc: 0.8547, loss_cls: 1.4047, loss: 2.4414, grad_norm: 11.5524 2021-07-09 04:05:34,708 - mmaction - INFO - Epoch [131][2940/3757] lr: 1.000e-04, eta: 21:34:10, time: 1.040, data_time: 0.002, memory: 6921, loss_aux: 0.9687, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3001, loss: 2.2688, grad_norm: 11.2475 2021-07-09 04:05:55,786 - mmaction - INFO - Epoch [131][2960/3757] lr: 1.000e-04, eta: 21:33:48, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9493, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3207, loss: 2.2699, grad_norm: 10.9177 2021-07-09 04:06:17,050 - mmaction - INFO - Epoch [131][2980/3757] lr: 1.000e-04, eta: 21:33:27, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9475, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2715, loss: 2.2189, grad_norm: 11.2961 2021-07-09 04:06:38,268 - mmaction - INFO - Epoch [131][3000/3757] lr: 1.000e-04, eta: 21:33:05, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9061, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2393, loss: 2.1454, grad_norm: 11.0650 2021-07-09 04:06:59,451 - mmaction - INFO - Epoch [131][3020/3757] lr: 1.000e-04, eta: 21:32:44, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9100, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2091, loss: 2.1190, grad_norm: 10.7793 2021-07-09 04:07:21,233 - mmaction - INFO - Epoch [131][3040/3757] lr: 1.000e-04, eta: 21:32:22, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 0.9365, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.2532, loss: 2.1897, grad_norm: 11.1055 2021-07-09 04:07:42,493 - mmaction - INFO - Epoch [131][3060/3757] lr: 1.000e-04, eta: 21:32:01, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9442, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2703, loss: 2.2145, grad_norm: 11.3339 2021-07-09 04:08:03,627 - mmaction - INFO - Epoch [131][3080/3757] lr: 1.000e-04, eta: 21:31:39, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9637, top1_acc: 0.6891, top5_acc: 0.8562, loss_cls: 1.3193, loss: 2.2831, grad_norm: 10.9934 2021-07-09 04:08:24,730 - mmaction - INFO - Epoch [131][3100/3757] lr: 1.000e-04, eta: 21:31:17, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9275, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2429, loss: 2.1704, grad_norm: 11.3227 2021-07-09 04:08:46,058 - mmaction - INFO - Epoch [131][3120/3757] lr: 1.000e-04, eta: 21:30:56, time: 1.071, data_time: 0.005, memory: 6921, loss_aux: 0.9623, top1_acc: 0.6914, top5_acc: 0.8594, loss_cls: 1.3061, loss: 2.2685, grad_norm: 11.3108 2021-07-09 04:09:07,306 - mmaction - INFO - Epoch [131][3140/3757] lr: 1.000e-04, eta: 21:30:34, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 0.9379, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2604, loss: 2.1983, grad_norm: 11.1380 2021-07-09 04:09:28,208 - mmaction - INFO - Epoch [131][3160/3757] lr: 1.000e-04, eta: 21:30:13, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9816, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.3152, loss: 2.2968, grad_norm: 11.4203 2021-07-09 04:09:49,184 - mmaction - INFO - Epoch [131][3180/3757] lr: 1.000e-04, eta: 21:29:51, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9071, top1_acc: 0.7023, top5_acc: 0.8617, loss_cls: 1.2579, loss: 2.1650, grad_norm: 11.1400 2021-07-09 04:10:10,960 - mmaction - INFO - Epoch [131][3200/3757] lr: 1.000e-04, eta: 21:29:30, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 0.9207, top1_acc: 0.7016, top5_acc: 0.8617, loss_cls: 1.2743, loss: 2.1950, grad_norm: 10.7580 2021-07-09 04:10:32,384 - mmaction - INFO - Epoch [131][3220/3757] lr: 1.000e-04, eta: 21:29:08, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9143, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2530, loss: 2.1673, grad_norm: 11.0565 2021-07-09 04:10:54,291 - mmaction - INFO - Epoch [131][3240/3757] lr: 1.000e-04, eta: 21:28:47, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9468, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.3078, loss: 2.2546, grad_norm: 11.2210 2021-07-09 04:11:15,437 - mmaction - INFO - Epoch [131][3260/3757] lr: 1.000e-04, eta: 21:28:25, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.8955, top1_acc: 0.7055, top5_acc: 0.8562, loss_cls: 1.2201, loss: 2.1155, grad_norm: 10.7105 2021-07-09 04:11:36,784 - mmaction - INFO - Epoch [131][3280/3757] lr: 1.000e-04, eta: 21:28:04, time: 1.067, data_time: 0.029, memory: 6921, loss_aux: 0.9682, top1_acc: 0.6859, top5_acc: 0.8469, loss_cls: 1.3489, loss: 2.3172, grad_norm: 11.1024 2021-07-09 04:11:58,348 - mmaction - INFO - Epoch [131][3300/3757] lr: 1.000e-04, eta: 21:27:42, time: 1.080, data_time: 0.030, memory: 6921, loss_aux: 0.9590, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3291, loss: 2.2882, grad_norm: 11.1963 2021-07-09 04:12:19,418 - mmaction - INFO - Epoch [131][3320/3757] lr: 1.000e-04, eta: 21:27:21, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9593, top1_acc: 0.7000, top5_acc: 0.8656, loss_cls: 1.3016, loss: 2.2609, grad_norm: 11.2695 2021-07-09 04:12:40,957 - mmaction - INFO - Epoch [131][3340/3757] lr: 1.000e-04, eta: 21:26:59, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9367, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2737, loss: 2.2104, grad_norm: 10.9166 2021-07-09 04:13:02,996 - mmaction - INFO - Epoch [131][3360/3757] lr: 1.000e-04, eta: 21:26:38, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 0.9441, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2663, loss: 2.2103, grad_norm: 11.0484 2021-07-09 04:13:24,467 - mmaction - INFO - Epoch [131][3380/3757] lr: 1.000e-04, eta: 21:26:16, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9697, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3302, loss: 2.2999, grad_norm: 11.2452 2021-07-09 04:13:45,656 - mmaction - INFO - Epoch [131][3400/3757] lr: 1.000e-04, eta: 21:25:55, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9386, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2280, loss: 2.1666, grad_norm: 11.1352 2021-07-09 04:14:06,974 - mmaction - INFO - Epoch [131][3420/3757] lr: 1.000e-04, eta: 21:25:33, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9354, top1_acc: 0.7164, top5_acc: 0.8695, loss_cls: 1.2283, loss: 2.1637, grad_norm: 11.0534 2021-07-09 04:14:28,144 - mmaction - INFO - Epoch [131][3440/3757] lr: 1.000e-04, eta: 21:25:11, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9302, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2371, loss: 2.1673, grad_norm: 11.0513 2021-07-09 04:14:49,507 - mmaction - INFO - Epoch [131][3460/3757] lr: 1.000e-04, eta: 21:24:50, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9316, top1_acc: 0.6969, top5_acc: 0.8617, loss_cls: 1.2768, loss: 2.2084, grad_norm: 11.1887 2021-07-09 04:15:11,321 - mmaction - INFO - Epoch [131][3480/3757] lr: 1.000e-04, eta: 21:24:28, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 0.9449, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2942, loss: 2.2391, grad_norm: 11.5420 2021-07-09 04:15:32,369 - mmaction - INFO - Epoch [131][3500/3757] lr: 1.000e-04, eta: 21:24:07, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3607, loss: 2.3469, grad_norm: 11.1622 2021-07-09 04:15:53,690 - mmaction - INFO - Epoch [131][3520/3757] lr: 1.000e-04, eta: 21:23:45, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9379, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2618, loss: 2.1997, grad_norm: 10.9332 2021-07-09 04:16:15,151 - mmaction - INFO - Epoch [131][3540/3757] lr: 1.000e-04, eta: 21:23:24, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.2781, loss: 2.2458, grad_norm: 10.9176 2021-07-09 04:16:36,272 - mmaction - INFO - Epoch [131][3560/3757] lr: 1.000e-04, eta: 21:23:02, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9366, top1_acc: 0.6945, top5_acc: 0.8727, loss_cls: 1.2426, loss: 2.1791, grad_norm: 10.8718 2021-07-09 04:16:58,098 - mmaction - INFO - Epoch [131][3580/3757] lr: 1.000e-04, eta: 21:22:41, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9209, top1_acc: 0.7086, top5_acc: 0.8719, loss_cls: 1.2178, loss: 2.1387, grad_norm: 10.9105 2021-07-09 04:17:19,166 - mmaction - INFO - Epoch [131][3600/3757] lr: 1.000e-04, eta: 21:22:19, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9462, top1_acc: 0.6930, top5_acc: 0.8398, loss_cls: 1.3097, loss: 2.2559, grad_norm: 10.8353 2021-07-09 04:17:40,320 - mmaction - INFO - Epoch [131][3620/3757] lr: 1.000e-04, eta: 21:21:58, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9309, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2658, loss: 2.1967, grad_norm: 11.2173 2021-07-09 04:18:01,564 - mmaction - INFO - Epoch [131][3640/3757] lr: 1.000e-04, eta: 21:21:36, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9431, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2874, loss: 2.2305, grad_norm: 11.4413 2021-07-09 04:18:22,802 - mmaction - INFO - Epoch [131][3660/3757] lr: 1.000e-04, eta: 21:21:15, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9538, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.3049, loss: 2.2587, grad_norm: 10.8198 2021-07-09 04:18:44,382 - mmaction - INFO - Epoch [131][3680/3757] lr: 1.000e-04, eta: 21:20:53, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 0.9585, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2354, loss: 2.1939, grad_norm: 11.1812 2021-07-09 04:19:05,362 - mmaction - INFO - Epoch [131][3700/3757] lr: 1.000e-04, eta: 21:20:31, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9274, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3291, loss: 2.2565, grad_norm: 11.1290 2021-07-09 04:19:26,521 - mmaction - INFO - Epoch [131][3720/3757] lr: 1.000e-04, eta: 21:20:10, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6898, top5_acc: 0.8562, loss_cls: 1.3168, loss: 2.2829, grad_norm: 11.3374 2021-07-09 04:19:48,762 - mmaction - INFO - Epoch [131][3740/3757] lr: 1.000e-04, eta: 21:19:48, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 0.9571, top1_acc: 0.6984, top5_acc: 0.8648, loss_cls: 1.2929, loss: 2.2500, grad_norm: 10.9645 2021-07-09 04:20:06,925 - mmaction - INFO - Saving checkpoint at 131 epochs 2021-07-09 04:21:09,307 - mmaction - INFO - Epoch [132][20/3757] lr: 1.000e-04, eta: 21:19:12, time: 3.040, data_time: 2.000, memory: 6921, loss_aux: 0.9397, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2576, loss: 2.1972, grad_norm: 10.9510 2021-07-09 04:21:30,454 - mmaction - INFO - Epoch [132][40/3757] lr: 1.000e-04, eta: 21:18:50, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 0.9203, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1976, loss: 2.1178, grad_norm: 10.9028 2021-07-09 04:21:51,804 - mmaction - INFO - Epoch [132][60/3757] lr: 1.000e-04, eta: 21:18:29, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 0.9483, top1_acc: 0.6992, top5_acc: 0.8781, loss_cls: 1.2663, loss: 2.2146, grad_norm: 11.0065 2021-07-09 04:22:12,834 - mmaction - INFO - Epoch [132][80/3757] lr: 1.000e-04, eta: 21:18:07, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9238, top1_acc: 0.7094, top5_acc: 0.8664, loss_cls: 1.2163, loss: 2.1401, grad_norm: 10.6189 2021-07-09 04:22:34,420 - mmaction - INFO - Epoch [132][100/3757] lr: 1.000e-04, eta: 21:17:46, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 0.9598, top1_acc: 0.6891, top5_acc: 0.8508, loss_cls: 1.3024, loss: 2.2622, grad_norm: 11.0862 2021-07-09 04:22:55,479 - mmaction - INFO - Epoch [132][120/3757] lr: 1.000e-04, eta: 21:17:24, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9102, top1_acc: 0.7188, top5_acc: 0.8797, loss_cls: 1.2095, loss: 2.1197, grad_norm: 10.6939 2021-07-09 04:23:16,686 - mmaction - INFO - Epoch [132][140/3757] lr: 1.000e-04, eta: 21:17:02, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9109, top1_acc: 0.6977, top5_acc: 0.8578, loss_cls: 1.2619, loss: 2.1728, grad_norm: 11.1402 2021-07-09 04:23:38,288 - mmaction - INFO - Epoch [132][160/3757] lr: 1.000e-04, eta: 21:16:41, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3567, loss: 2.3572, grad_norm: 11.3220 2021-07-09 04:23:59,331 - mmaction - INFO - Epoch [132][180/3757] lr: 1.000e-04, eta: 21:16:19, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9440, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3110, loss: 2.2550, grad_norm: 11.2580 2021-07-09 04:24:20,386 - mmaction - INFO - Epoch [132][200/3757] lr: 1.000e-04, eta: 21:15:58, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9155, top1_acc: 0.7063, top5_acc: 0.8766, loss_cls: 1.2268, loss: 2.1424, grad_norm: 10.5006 2021-07-09 04:24:41,546 - mmaction - INFO - Epoch [132][220/3757] lr: 1.000e-04, eta: 21:15:36, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9586, top1_acc: 0.6969, top5_acc: 0.8570, loss_cls: 1.3254, loss: 2.2840, grad_norm: 11.0964 2021-07-09 04:25:02,657 - mmaction - INFO - Epoch [132][240/3757] lr: 1.000e-04, eta: 21:15:15, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6625, top5_acc: 0.8562, loss_cls: 1.3213, loss: 2.3054, grad_norm: 11.1863 2021-07-09 04:25:23,845 - mmaction - INFO - Epoch [132][260/3757] lr: 1.000e-04, eta: 21:14:53, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0013, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3670, loss: 2.3684, grad_norm: 11.5708 2021-07-09 04:25:45,213 - mmaction - INFO - Epoch [132][280/3757] lr: 1.000e-04, eta: 21:14:32, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2753, loss: 2.2379, grad_norm: 10.9039 2021-07-09 04:26:06,233 - mmaction - INFO - Epoch [132][300/3757] lr: 1.000e-04, eta: 21:14:10, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9414, top1_acc: 0.6922, top5_acc: 0.8586, loss_cls: 1.2992, loss: 2.2406, grad_norm: 10.9690 2021-07-09 04:26:27,386 - mmaction - INFO - Epoch [132][320/3757] lr: 1.000e-04, eta: 21:13:48, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6672, top5_acc: 0.8430, loss_cls: 1.3479, loss: 2.3351, grad_norm: 11.2007 2021-07-09 04:26:48,569 - mmaction - INFO - Epoch [132][340/3757] lr: 1.000e-04, eta: 21:13:27, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9698, top1_acc: 0.6734, top5_acc: 0.8398, loss_cls: 1.3818, loss: 2.3516, grad_norm: 11.1806 2021-07-09 04:27:09,702 - mmaction - INFO - Epoch [132][360/3757] lr: 1.000e-04, eta: 21:13:05, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9866, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3369, loss: 2.3235, grad_norm: 11.2880 2021-07-09 04:27:30,712 - mmaction - INFO - Epoch [132][380/3757] lr: 1.000e-04, eta: 21:12:44, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9401, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2693, loss: 2.2094, grad_norm: 11.0074 2021-07-09 04:27:52,205 - mmaction - INFO - Epoch [132][400/3757] lr: 1.000e-04, eta: 21:12:22, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 0.9788, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.3266, loss: 2.3055, grad_norm: 11.1402 2021-07-09 04:28:13,421 - mmaction - INFO - Epoch [132][420/3757] lr: 1.000e-04, eta: 21:12:01, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9568, top1_acc: 0.6945, top5_acc: 0.8602, loss_cls: 1.3023, loss: 2.2591, grad_norm: 11.2851 2021-07-09 04:28:34,433 - mmaction - INFO - Epoch [132][440/3757] lr: 1.000e-04, eta: 21:11:39, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6867, top5_acc: 0.8539, loss_cls: 1.3479, loss: 2.3292, grad_norm: 11.1540 2021-07-09 04:28:55,528 - mmaction - INFO - Epoch [132][460/3757] lr: 1.000e-04, eta: 21:11:18, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9757, top1_acc: 0.6641, top5_acc: 0.8594, loss_cls: 1.3629, loss: 2.3386, grad_norm: 11.5817 2021-07-09 04:29:16,663 - mmaction - INFO - Epoch [132][480/3757] lr: 1.000e-04, eta: 21:10:56, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9515, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.2699, loss: 2.2213, grad_norm: 10.9804 2021-07-09 04:29:37,771 - mmaction - INFO - Epoch [132][500/3757] lr: 1.000e-04, eta: 21:10:34, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9456, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2801, loss: 2.2257, grad_norm: 11.0522 2021-07-09 04:29:59,418 - mmaction - INFO - Epoch [132][520/3757] lr: 1.000e-04, eta: 21:10:13, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 0.9897, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2865, loss: 2.2762, grad_norm: 11.3245 2021-07-09 04:30:20,792 - mmaction - INFO - Epoch [132][540/3757] lr: 1.000e-04, eta: 21:09:51, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9733, top1_acc: 0.6891, top5_acc: 0.8531, loss_cls: 1.3152, loss: 2.2885, grad_norm: 10.9673 2021-07-09 04:30:42,190 - mmaction - INFO - Epoch [132][560/3757] lr: 1.000e-04, eta: 21:09:30, time: 1.069, data_time: 0.001, memory: 6921, loss_aux: 0.9479, top1_acc: 0.6914, top5_acc: 0.8727, loss_cls: 1.2704, loss: 2.2183, grad_norm: 11.4628 2021-07-09 04:31:03,242 - mmaction - INFO - Epoch [132][580/3757] lr: 1.000e-04, eta: 21:09:08, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9658, top1_acc: 0.6937, top5_acc: 0.8680, loss_cls: 1.2847, loss: 2.2505, grad_norm: 11.3179 2021-07-09 04:31:24,409 - mmaction - INFO - Epoch [132][600/3757] lr: 1.000e-04, eta: 21:08:47, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9432, top1_acc: 0.7016, top5_acc: 0.8523, loss_cls: 1.3120, loss: 2.2552, grad_norm: 10.9345 2021-07-09 04:31:45,457 - mmaction - INFO - Epoch [132][620/3757] lr: 1.000e-04, eta: 21:08:25, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9370, top1_acc: 0.7070, top5_acc: 0.8664, loss_cls: 1.2457, loss: 2.1828, grad_norm: 11.3087 2021-07-09 04:32:06,529 - mmaction - INFO - Epoch [132][640/3757] lr: 1.000e-04, eta: 21:08:04, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9552, top1_acc: 0.7094, top5_acc: 0.8602, loss_cls: 1.2952, loss: 2.2504, grad_norm: 11.0334 2021-07-09 04:32:27,653 - mmaction - INFO - Epoch [132][660/3757] lr: 1.000e-04, eta: 21:07:42, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0035, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3508, loss: 2.3543, grad_norm: 11.2241 2021-07-09 04:32:48,727 - mmaction - INFO - Epoch [132][680/3757] lr: 1.000e-04, eta: 21:07:20, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9386, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3325, loss: 2.2711, grad_norm: 11.0261 2021-07-09 04:33:09,957 - mmaction - INFO - Epoch [132][700/3757] lr: 1.000e-04, eta: 21:06:59, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9524, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2694, loss: 2.2217, grad_norm: 10.8576 2021-07-09 04:33:31,951 - mmaction - INFO - Epoch [132][720/3757] lr: 1.000e-04, eta: 21:06:37, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 0.9870, top1_acc: 0.6664, top5_acc: 0.8383, loss_cls: 1.3797, loss: 2.3667, grad_norm: 10.9915 2021-07-09 04:33:52,920 - mmaction - INFO - Epoch [132][740/3757] lr: 1.000e-04, eta: 21:06:16, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 0.9242, top1_acc: 0.6977, top5_acc: 0.8703, loss_cls: 1.2745, loss: 2.1987, grad_norm: 11.0471 2021-07-09 04:34:13,895 - mmaction - INFO - Epoch [132][760/3757] lr: 1.000e-04, eta: 21:05:54, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.8833, top1_acc: 0.7336, top5_acc: 0.8742, loss_cls: 1.1592, loss: 2.0424, grad_norm: 10.5047 2021-07-09 04:34:34,985 - mmaction - INFO - Epoch [132][780/3757] lr: 1.000e-04, eta: 21:05:33, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9273, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.2647, loss: 2.1920, grad_norm: 10.8810 2021-07-09 04:34:56,150 - mmaction - INFO - Epoch [132][800/3757] lr: 1.000e-04, eta: 21:05:11, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9296, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2433, loss: 2.1729, grad_norm: 11.0824 2021-07-09 04:35:17,318 - mmaction - INFO - Epoch [132][820/3757] lr: 1.000e-04, eta: 21:04:50, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9438, top1_acc: 0.7055, top5_acc: 0.8672, loss_cls: 1.2693, loss: 2.2131, grad_norm: 10.7444 2021-07-09 04:35:38,490 - mmaction - INFO - Epoch [132][840/3757] lr: 1.000e-04, eta: 21:04:28, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9907, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3712, loss: 2.3619, grad_norm: 11.4769 2021-07-09 04:35:59,612 - mmaction - INFO - Epoch [132][860/3757] lr: 1.000e-04, eta: 21:04:06, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9495, top1_acc: 0.6898, top5_acc: 0.8617, loss_cls: 1.2752, loss: 2.2247, grad_norm: 10.9753 2021-07-09 04:36:20,867 - mmaction - INFO - Epoch [132][880/3757] lr: 1.000e-04, eta: 21:03:45, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6719, top5_acc: 0.8602, loss_cls: 1.3073, loss: 2.2937, grad_norm: 11.2091 2021-07-09 04:36:42,137 - mmaction - INFO - Epoch [132][900/3757] lr: 1.000e-04, eta: 21:03:23, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9492, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3088, loss: 2.2580, grad_norm: 10.9122 2021-07-09 04:37:03,370 - mmaction - INFO - Epoch [132][920/3757] lr: 1.000e-04, eta: 21:03:02, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9433, top1_acc: 0.6844, top5_acc: 0.8500, loss_cls: 1.2934, loss: 2.2367, grad_norm: 10.8844 2021-07-09 04:37:24,466 - mmaction - INFO - Epoch [132][940/3757] lr: 1.000e-04, eta: 21:02:40, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9050, top1_acc: 0.7203, top5_acc: 0.8688, loss_cls: 1.1835, loss: 2.0886, grad_norm: 10.9303 2021-07-09 04:37:45,663 - mmaction - INFO - Epoch [132][960/3757] lr: 1.000e-04, eta: 21:02:19, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9812, top1_acc: 0.6937, top5_acc: 0.8547, loss_cls: 1.3113, loss: 2.2925, grad_norm: 11.0760 2021-07-09 04:38:06,931 - mmaction - INFO - Epoch [132][980/3757] lr: 1.000e-04, eta: 21:01:57, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9423, top1_acc: 0.7047, top5_acc: 0.8539, loss_cls: 1.2792, loss: 2.2215, grad_norm: 10.9136 2021-07-09 04:38:27,986 - mmaction - INFO - Epoch [132][1000/3757] lr: 1.000e-04, eta: 21:01:36, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9570, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2678, loss: 2.2248, grad_norm: 11.0963 2021-07-09 04:38:49,165 - mmaction - INFO - Epoch [132][1020/3757] lr: 1.000e-04, eta: 21:01:14, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6867, top5_acc: 0.8508, loss_cls: 1.3616, loss: 2.3695, grad_norm: 11.2511 2021-07-09 04:39:10,924 - mmaction - INFO - Epoch [132][1040/3757] lr: 1.000e-04, eta: 21:00:53, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 0.9312, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.2831, loss: 2.2143, grad_norm: 10.6702 2021-07-09 04:39:32,353 - mmaction - INFO - Epoch [132][1060/3757] lr: 1.000e-04, eta: 21:00:31, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9413, top1_acc: 0.7008, top5_acc: 0.8625, loss_cls: 1.2660, loss: 2.2074, grad_norm: 11.0900 2021-07-09 04:39:53,617 - mmaction - INFO - Epoch [132][1080/3757] lr: 1.000e-04, eta: 21:00:09, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9314, top1_acc: 0.6930, top5_acc: 0.8523, loss_cls: 1.2712, loss: 2.2026, grad_norm: 10.8547 2021-07-09 04:40:14,697 - mmaction - INFO - Epoch [132][1100/3757] lr: 1.000e-04, eta: 20:59:48, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 1.0161, top1_acc: 0.6648, top5_acc: 0.8484, loss_cls: 1.4042, loss: 2.4203, grad_norm: 11.2747 2021-07-09 04:40:36,381 - mmaction - INFO - Epoch [132][1120/3757] lr: 1.000e-04, eta: 20:59:26, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 0.9097, top1_acc: 0.7141, top5_acc: 0.8711, loss_cls: 1.2239, loss: 2.1335, grad_norm: 10.8462 2021-07-09 04:40:57,583 - mmaction - INFO - Epoch [132][1140/3757] lr: 1.000e-04, eta: 20:59:05, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9494, top1_acc: 0.7055, top5_acc: 0.8570, loss_cls: 1.2982, loss: 2.2476, grad_norm: 11.1130 2021-07-09 04:41:18,959 - mmaction - INFO - Epoch [132][1160/3757] lr: 1.000e-04, eta: 20:58:43, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9503, top1_acc: 0.6789, top5_acc: 0.8648, loss_cls: 1.2898, loss: 2.2400, grad_norm: 10.9642 2021-07-09 04:41:40,241 - mmaction - INFO - Epoch [132][1180/3757] lr: 1.000e-04, eta: 20:58:22, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9219, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2277, loss: 2.1496, grad_norm: 11.1613 2021-07-09 04:42:01,417 - mmaction - INFO - Epoch [132][1200/3757] lr: 1.000e-04, eta: 20:58:00, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9520, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.3242, loss: 2.2762, grad_norm: 10.8079 2021-07-09 04:42:22,435 - mmaction - INFO - Epoch [132][1220/3757] lr: 1.000e-04, eta: 20:57:39, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 1.0072, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3677, loss: 2.3748, grad_norm: 11.4422 2021-07-09 04:42:43,578 - mmaction - INFO - Epoch [132][1240/3757] lr: 1.000e-04, eta: 20:57:17, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9361, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2564, loss: 2.1925, grad_norm: 10.9909 2021-07-09 04:43:04,654 - mmaction - INFO - Epoch [132][1260/3757] lr: 1.000e-04, eta: 20:56:55, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9755, top1_acc: 0.6789, top5_acc: 0.8625, loss_cls: 1.2923, loss: 2.2678, grad_norm: 11.1856 2021-07-09 04:43:26,161 - mmaction - INFO - Epoch [132][1280/3757] lr: 1.000e-04, eta: 20:56:34, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 0.9420, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.2793, loss: 2.2213, grad_norm: 11.0199 2021-07-09 04:43:47,263 - mmaction - INFO - Epoch [132][1300/3757] lr: 1.000e-04, eta: 20:56:12, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9451, top1_acc: 0.6867, top5_acc: 0.8656, loss_cls: 1.3117, loss: 2.2568, grad_norm: 11.2247 2021-07-09 04:44:08,329 - mmaction - INFO - Epoch [132][1320/3757] lr: 1.000e-04, eta: 20:55:51, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9490, top1_acc: 0.6977, top5_acc: 0.8570, loss_cls: 1.2921, loss: 2.2411, grad_norm: 10.7489 2021-07-09 04:44:29,501 - mmaction - INFO - Epoch [132][1340/3757] lr: 1.000e-04, eta: 20:55:29, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 1.0098, top1_acc: 0.6922, top5_acc: 0.8633, loss_cls: 1.3035, loss: 2.3133, grad_norm: 11.2730 2021-07-09 04:44:50,563 - mmaction - INFO - Epoch [132][1360/3757] lr: 1.000e-04, eta: 20:55:08, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 0.9666, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3005, loss: 2.2671, grad_norm: 11.0480 2021-07-09 04:45:11,769 - mmaction - INFO - Epoch [132][1380/3757] lr: 1.000e-04, eta: 20:54:46, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9571, top1_acc: 0.6969, top5_acc: 0.8602, loss_cls: 1.2932, loss: 2.2502, grad_norm: 10.8889 2021-07-09 04:45:32,875 - mmaction - INFO - Epoch [132][1400/3757] lr: 1.000e-04, eta: 20:54:25, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9071, top1_acc: 0.7203, top5_acc: 0.8617, loss_cls: 1.2197, loss: 2.1268, grad_norm: 10.8153 2021-07-09 04:45:54,011 - mmaction - INFO - Epoch [132][1420/3757] lr: 1.000e-04, eta: 20:54:03, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9334, top1_acc: 0.7086, top5_acc: 0.8711, loss_cls: 1.2226, loss: 2.1560, grad_norm: 10.9011 2021-07-09 04:46:15,082 - mmaction - INFO - Epoch [132][1440/3757] lr: 1.000e-04, eta: 20:53:41, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9605, top1_acc: 0.7117, top5_acc: 0.8500, loss_cls: 1.2586, loss: 2.2191, grad_norm: 10.8842 2021-07-09 04:46:36,132 - mmaction - INFO - Epoch [132][1460/3757] lr: 1.000e-04, eta: 20:53:20, time: 1.053, data_time: 0.007, memory: 6921, loss_aux: 0.8819, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2325, loss: 2.1144, grad_norm: 10.7114 2021-07-09 04:46:57,228 - mmaction - INFO - Epoch [132][1480/3757] lr: 1.000e-04, eta: 20:52:58, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9632, top1_acc: 0.6758, top5_acc: 0.8500, loss_cls: 1.3029, loss: 2.2662, grad_norm: 10.9008 2021-07-09 04:47:18,254 - mmaction - INFO - Epoch [132][1500/3757] lr: 1.000e-04, eta: 20:52:37, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9423, top1_acc: 0.7086, top5_acc: 0.8625, loss_cls: 1.2560, loss: 2.1983, grad_norm: 11.0028 2021-07-09 04:47:39,128 - mmaction - INFO - Epoch [132][1520/3757] lr: 1.000e-04, eta: 20:52:15, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 0.9550, top1_acc: 0.6766, top5_acc: 0.8539, loss_cls: 1.3282, loss: 2.2832, grad_norm: 11.2943 2021-07-09 04:48:00,254 - mmaction - INFO - Epoch [132][1540/3757] lr: 1.000e-04, eta: 20:51:54, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6883, top5_acc: 0.8422, loss_cls: 1.3752, loss: 2.3574, grad_norm: 11.3892 2021-07-09 04:48:21,636 - mmaction - INFO - Epoch [132][1560/3757] lr: 1.000e-04, eta: 20:51:32, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 0.9608, top1_acc: 0.6883, top5_acc: 0.8562, loss_cls: 1.3221, loss: 2.2829, grad_norm: 11.1315 2021-07-09 04:48:42,853 - mmaction - INFO - Epoch [132][1580/3757] lr: 1.000e-04, eta: 20:51:10, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9475, top1_acc: 0.6852, top5_acc: 0.8766, loss_cls: 1.2829, loss: 2.2303, grad_norm: 10.9500 2021-07-09 04:49:04,715 - mmaction - INFO - Epoch [132][1600/3757] lr: 1.000e-04, eta: 20:50:49, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 0.9665, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2889, loss: 2.2553, grad_norm: 11.0924 2021-07-09 04:49:25,999 - mmaction - INFO - Epoch [132][1620/3757] lr: 1.000e-04, eta: 20:50:27, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 1.0287, top1_acc: 0.6641, top5_acc: 0.8555, loss_cls: 1.4030, loss: 2.4317, grad_norm: 11.6256 2021-07-09 04:49:47,037 - mmaction - INFO - Epoch [132][1640/3757] lr: 1.000e-04, eta: 20:50:06, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9167, top1_acc: 0.6969, top5_acc: 0.8680, loss_cls: 1.2586, loss: 2.1753, grad_norm: 10.7372 2021-07-09 04:50:08,295 - mmaction - INFO - Epoch [132][1660/3757] lr: 1.000e-04, eta: 20:49:44, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9559, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.3004, loss: 2.2563, grad_norm: 11.1310 2021-07-09 04:50:29,380 - mmaction - INFO - Epoch [132][1680/3757] lr: 1.000e-04, eta: 20:49:23, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9883, top1_acc: 0.6766, top5_acc: 0.8562, loss_cls: 1.3745, loss: 2.3628, grad_norm: 11.5103 2021-07-09 04:50:51,664 - mmaction - INFO - Epoch [132][1700/3757] lr: 1.000e-04, eta: 20:49:01, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 0.9227, top1_acc: 0.6797, top5_acc: 0.8750, loss_cls: 1.2333, loss: 2.1560, grad_norm: 11.1201 2021-07-09 04:51:12,994 - mmaction - INFO - Epoch [132][1720/3757] lr: 1.000e-04, eta: 20:48:40, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6781, top5_acc: 0.8734, loss_cls: 1.2983, loss: 2.2845, grad_norm: 11.2875 2021-07-09 04:51:33,915 - mmaction - INFO - Epoch [132][1740/3757] lr: 1.000e-04, eta: 20:48:18, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9812, top1_acc: 0.6844, top5_acc: 0.8688, loss_cls: 1.2949, loss: 2.2761, grad_norm: 11.3897 2021-07-09 04:51:55,129 - mmaction - INFO - Epoch [132][1760/3757] lr: 1.000e-04, eta: 20:47:57, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9915, top1_acc: 0.6664, top5_acc: 0.8336, loss_cls: 1.4174, loss: 2.4089, grad_norm: 11.4043 2021-07-09 04:52:16,469 - mmaction - INFO - Epoch [132][1780/3757] lr: 1.000e-04, eta: 20:47:35, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9322, top1_acc: 0.7016, top5_acc: 0.8859, loss_cls: 1.2000, loss: 2.1321, grad_norm: 10.9182 2021-07-09 04:52:37,572 - mmaction - INFO - Epoch [132][1800/3757] lr: 1.000e-04, eta: 20:47:14, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9035, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2343, loss: 2.1378, grad_norm: 11.0684 2021-07-09 04:52:58,654 - mmaction - INFO - Epoch [132][1820/3757] lr: 1.000e-04, eta: 20:46:52, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9043, top1_acc: 0.7188, top5_acc: 0.8758, loss_cls: 1.1885, loss: 2.0928, grad_norm: 10.9002 2021-07-09 04:53:20,027 - mmaction - INFO - Epoch [132][1840/3757] lr: 1.000e-04, eta: 20:46:31, time: 1.068, data_time: 0.013, memory: 6921, loss_aux: 0.9299, top1_acc: 0.6977, top5_acc: 0.8766, loss_cls: 1.2573, loss: 2.1872, grad_norm: 11.3602 2021-07-09 04:53:41,190 - mmaction - INFO - Epoch [132][1860/3757] lr: 1.000e-04, eta: 20:46:09, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.2800, loss: 2.2556, grad_norm: 11.4953 2021-07-09 04:54:02,511 - mmaction - INFO - Epoch [132][1880/3757] lr: 1.000e-04, eta: 20:45:47, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9494, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2983, loss: 2.2476, grad_norm: 11.4812 2021-07-09 04:54:24,101 - mmaction - INFO - Epoch [132][1900/3757] lr: 1.000e-04, eta: 20:45:26, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 0.9423, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2432, loss: 2.1855, grad_norm: 11.0567 2021-07-09 04:54:45,203 - mmaction - INFO - Epoch [132][1920/3757] lr: 1.000e-04, eta: 20:45:04, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9371, top1_acc: 0.6805, top5_acc: 0.8742, loss_cls: 1.2766, loss: 2.2138, grad_norm: 11.2617 2021-07-09 04:55:06,351 - mmaction - INFO - Epoch [132][1940/3757] lr: 1.000e-04, eta: 20:44:43, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9523, top1_acc: 0.7000, top5_acc: 0.8633, loss_cls: 1.2651, loss: 2.2174, grad_norm: 11.1337 2021-07-09 04:55:27,688 - mmaction - INFO - Epoch [132][1960/3757] lr: 1.000e-04, eta: 20:44:21, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9368, top1_acc: 0.6852, top5_acc: 0.8672, loss_cls: 1.2573, loss: 2.1940, grad_norm: 10.9812 2021-07-09 04:55:48,876 - mmaction - INFO - Epoch [132][1980/3757] lr: 1.000e-04, eta: 20:44:00, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.8828, top1_acc: 0.7156, top5_acc: 0.8695, loss_cls: 1.1985, loss: 2.0813, grad_norm: 11.0290 2021-07-09 04:56:10,787 - mmaction - INFO - Epoch [132][2000/3757] lr: 1.000e-04, eta: 20:43:38, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9380, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.3061, loss: 2.2441, grad_norm: 10.6777 2021-07-09 04:56:32,072 - mmaction - INFO - Epoch [132][2020/3757] lr: 1.000e-04, eta: 20:43:17, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9582, top1_acc: 0.6930, top5_acc: 0.8516, loss_cls: 1.3005, loss: 2.2586, grad_norm: 11.0657 2021-07-09 04:56:53,160 - mmaction - INFO - Epoch [132][2040/3757] lr: 1.000e-04, eta: 20:42:55, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9421, top1_acc: 0.6961, top5_acc: 0.8562, loss_cls: 1.2505, loss: 2.1927, grad_norm: 11.0635 2021-07-09 04:57:14,361 - mmaction - INFO - Epoch [132][2060/3757] lr: 1.000e-04, eta: 20:42:34, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.2950, loss: 2.2735, grad_norm: 11.1675 2021-07-09 04:57:35,224 - mmaction - INFO - Epoch [132][2080/3757] lr: 1.000e-04, eta: 20:42:12, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6984, top5_acc: 0.8523, loss_cls: 1.3139, loss: 2.2895, grad_norm: 11.0789 2021-07-09 04:57:56,663 - mmaction - INFO - Epoch [132][2100/3757] lr: 1.000e-04, eta: 20:41:50, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9390, top1_acc: 0.7172, top5_acc: 0.8695, loss_cls: 1.2225, loss: 2.1615, grad_norm: 11.0547 2021-07-09 04:58:18,509 - mmaction - INFO - Epoch [132][2120/3757] lr: 1.000e-04, eta: 20:41:29, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.9287, top1_acc: 0.6937, top5_acc: 0.8523, loss_cls: 1.2628, loss: 2.1915, grad_norm: 11.3868 2021-07-09 04:58:39,570 - mmaction - INFO - Epoch [132][2140/3757] lr: 1.000e-04, eta: 20:41:07, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9406, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.3112, loss: 2.2518, grad_norm: 11.1085 2021-07-09 04:59:02,026 - mmaction - INFO - Epoch [132][2160/3757] lr: 1.000e-04, eta: 20:40:46, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 0.8814, top1_acc: 0.7180, top5_acc: 0.8719, loss_cls: 1.2062, loss: 2.0877, grad_norm: 10.9643 2021-07-09 04:59:22,972 - mmaction - INFO - Epoch [132][2180/3757] lr: 1.000e-04, eta: 20:40:24, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9563, top1_acc: 0.7055, top5_acc: 0.8609, loss_cls: 1.2518, loss: 2.2081, grad_norm: 10.9789 2021-07-09 04:59:43,846 - mmaction - INFO - Epoch [132][2200/3757] lr: 1.000e-04, eta: 20:40:03, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.3145, loss: 2.2766, grad_norm: 11.2144 2021-07-09 05:00:04,924 - mmaction - INFO - Epoch [132][2220/3757] lr: 1.000e-04, eta: 20:39:41, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 0.9483, top1_acc: 0.6914, top5_acc: 0.8477, loss_cls: 1.3213, loss: 2.2695, grad_norm: 10.9528 2021-07-09 05:00:26,374 - mmaction - INFO - Epoch [132][2240/3757] lr: 1.000e-04, eta: 20:39:20, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9119, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2340, loss: 2.1459, grad_norm: 10.9243 2021-07-09 05:00:47,434 - mmaction - INFO - Epoch [132][2260/3757] lr: 1.000e-04, eta: 20:38:58, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6719, top5_acc: 0.8523, loss_cls: 1.3883, loss: 2.3810, grad_norm: 11.2946 2021-07-09 05:01:08,613 - mmaction - INFO - Epoch [132][2280/3757] lr: 1.000e-04, eta: 20:38:37, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9223, top1_acc: 0.7102, top5_acc: 0.8672, loss_cls: 1.2614, loss: 2.1837, grad_norm: 11.0395 2021-07-09 05:01:30,232 - mmaction - INFO - Epoch [132][2300/3757] lr: 1.000e-04, eta: 20:38:15, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 0.9401, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.3209, loss: 2.2611, grad_norm: 10.9189 2021-07-09 05:01:51,845 - mmaction - INFO - Epoch [132][2320/3757] lr: 1.000e-04, eta: 20:37:54, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9232, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.2827, loss: 2.2059, grad_norm: 11.1533 2021-07-09 05:02:13,002 - mmaction - INFO - Epoch [132][2340/3757] lr: 1.000e-04, eta: 20:37:32, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9184, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2073, loss: 2.1257, grad_norm: 10.9179 2021-07-09 05:02:33,968 - mmaction - INFO - Epoch [132][2360/3757] lr: 1.000e-04, eta: 20:37:11, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3393, loss: 2.3231, grad_norm: 11.2208 2021-07-09 05:02:55,217 - mmaction - INFO - Epoch [132][2380/3757] lr: 1.000e-04, eta: 20:36:49, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9296, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2350, loss: 2.1646, grad_norm: 11.1021 2021-07-09 05:03:16,409 - mmaction - INFO - Epoch [132][2400/3757] lr: 1.000e-04, eta: 20:36:27, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9655, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3414, loss: 2.3069, grad_norm: 11.2098 2021-07-09 05:03:37,574 - mmaction - INFO - Epoch [132][2420/3757] lr: 1.000e-04, eta: 20:36:06, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0390, top1_acc: 0.6695, top5_acc: 0.8445, loss_cls: 1.4354, loss: 2.4744, grad_norm: 11.6704 2021-07-09 05:03:58,667 - mmaction - INFO - Epoch [132][2440/3757] lr: 1.000e-04, eta: 20:35:44, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6906, top5_acc: 0.8539, loss_cls: 1.2862, loss: 2.2438, grad_norm: 11.0760 2021-07-09 05:04:20,009 - mmaction - INFO - Epoch [132][2460/3757] lr: 1.000e-04, eta: 20:35:23, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9512, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2713, loss: 2.2225, grad_norm: 11.3560 2021-07-09 05:04:41,244 - mmaction - INFO - Epoch [132][2480/3757] lr: 1.000e-04, eta: 20:35:01, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9842, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3728, loss: 2.3571, grad_norm: 11.2492 2021-07-09 05:05:02,249 - mmaction - INFO - Epoch [132][2500/3757] lr: 1.000e-04, eta: 20:34:40, time: 1.051, data_time: 0.006, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6922, top5_acc: 0.8805, loss_cls: 1.2802, loss: 2.2529, grad_norm: 11.3664 2021-07-09 05:05:23,557 - mmaction - INFO - Epoch [132][2520/3757] lr: 1.000e-04, eta: 20:34:18, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9988, top1_acc: 0.6750, top5_acc: 0.8383, loss_cls: 1.4073, loss: 2.4061, grad_norm: 11.3204 2021-07-09 05:05:44,883 - mmaction - INFO - Epoch [132][2540/3757] lr: 1.000e-04, eta: 20:33:57, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9883, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.3296, loss: 2.3180, grad_norm: 11.4382 2021-07-09 05:06:06,060 - mmaction - INFO - Epoch [132][2560/3757] lr: 1.000e-04, eta: 20:33:35, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9148, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1851, loss: 2.0999, grad_norm: 11.1544 2021-07-09 05:06:27,800 - mmaction - INFO - Epoch [132][2580/3757] lr: 1.000e-04, eta: 20:33:14, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 0.9316, top1_acc: 0.6930, top5_acc: 0.8625, loss_cls: 1.2670, loss: 2.1986, grad_norm: 11.1105 2021-07-09 05:06:48,991 - mmaction - INFO - Epoch [132][2600/3757] lr: 1.000e-04, eta: 20:32:52, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9669, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.3100, loss: 2.2769, grad_norm: 11.2034 2021-07-09 05:07:10,300 - mmaction - INFO - Epoch [132][2620/3757] lr: 1.000e-04, eta: 20:32:30, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9309, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.2904, loss: 2.2213, grad_norm: 10.7155 2021-07-09 05:07:31,330 - mmaction - INFO - Epoch [132][2640/3757] lr: 1.000e-04, eta: 20:32:09, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9432, top1_acc: 0.6766, top5_acc: 0.8453, loss_cls: 1.3381, loss: 2.2813, grad_norm: 11.3764 2021-07-09 05:07:52,595 - mmaction - INFO - Epoch [132][2660/3757] lr: 1.000e-04, eta: 20:31:47, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9484, top1_acc: 0.6859, top5_acc: 0.8734, loss_cls: 1.2790, loss: 2.2274, grad_norm: 11.2899 2021-07-09 05:08:14,507 - mmaction - INFO - Epoch [132][2680/3757] lr: 1.000e-04, eta: 20:31:26, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9028, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2069, loss: 2.1097, grad_norm: 10.7994 2021-07-09 05:08:35,646 - mmaction - INFO - Epoch [132][2700/3757] lr: 1.000e-04, eta: 20:31:04, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9359, top1_acc: 0.6953, top5_acc: 0.8617, loss_cls: 1.2541, loss: 2.1900, grad_norm: 11.0005 2021-07-09 05:08:56,584 - mmaction - INFO - Epoch [132][2720/3757] lr: 1.000e-04, eta: 20:30:43, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9634, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3310, loss: 2.2945, grad_norm: 11.1737 2021-07-09 05:09:17,742 - mmaction - INFO - Epoch [132][2740/3757] lr: 1.000e-04, eta: 20:30:21, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9577, top1_acc: 0.6867, top5_acc: 0.8539, loss_cls: 1.3091, loss: 2.2668, grad_norm: 11.2206 2021-07-09 05:09:38,761 - mmaction - INFO - Epoch [132][2760/3757] lr: 1.000e-04, eta: 20:30:00, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9349, top1_acc: 0.7055, top5_acc: 0.8672, loss_cls: 1.2493, loss: 2.1842, grad_norm: 10.8973 2021-07-09 05:10:00,940 - mmaction - INFO - Epoch [132][2780/3757] lr: 1.000e-04, eta: 20:29:38, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6836, top5_acc: 0.8531, loss_cls: 1.3078, loss: 2.2704, grad_norm: 11.5946 2021-07-09 05:10:22,143 - mmaction - INFO - Epoch [132][2800/3757] lr: 1.000e-04, eta: 20:29:17, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9712, top1_acc: 0.6867, top5_acc: 0.8578, loss_cls: 1.3137, loss: 2.2849, grad_norm: 10.8592 2021-07-09 05:10:43,446 - mmaction - INFO - Epoch [132][2820/3757] lr: 1.000e-04, eta: 20:28:55, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9413, top1_acc: 0.7078, top5_acc: 0.8562, loss_cls: 1.2803, loss: 2.2217, grad_norm: 11.0346 2021-07-09 05:11:04,597 - mmaction - INFO - Epoch [132][2840/3757] lr: 1.000e-04, eta: 20:28:34, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9405, top1_acc: 0.7070, top5_acc: 0.8570, loss_cls: 1.2706, loss: 2.2111, grad_norm: 10.8927 2021-07-09 05:11:25,656 - mmaction - INFO - Epoch [132][2860/3757] lr: 1.000e-04, eta: 20:28:12, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9475, top1_acc: 0.7102, top5_acc: 0.8703, loss_cls: 1.2567, loss: 2.2043, grad_norm: 10.8556 2021-07-09 05:11:46,527 - mmaction - INFO - Epoch [132][2880/3757] lr: 1.000e-04, eta: 20:27:50, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 0.9641, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3223, loss: 2.2864, grad_norm: 11.1615 2021-07-09 05:12:07,769 - mmaction - INFO - Epoch [132][2900/3757] lr: 1.000e-04, eta: 20:27:29, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9170, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.2367, loss: 2.1537, grad_norm: 10.8779 2021-07-09 05:12:29,900 - mmaction - INFO - Epoch [132][2920/3757] lr: 1.000e-04, eta: 20:27:07, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6883, top5_acc: 0.8531, loss_cls: 1.3360, loss: 2.3083, grad_norm: 11.4627 2021-07-09 05:12:51,043 - mmaction - INFO - Epoch [132][2940/3757] lr: 1.000e-04, eta: 20:26:46, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9334, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2285, loss: 2.1619, grad_norm: 10.8665 2021-07-09 05:13:12,113 - mmaction - INFO - Epoch [132][2960/3757] lr: 1.000e-04, eta: 20:26:24, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9950, top1_acc: 0.6914, top5_acc: 0.8547, loss_cls: 1.3244, loss: 2.3194, grad_norm: 11.2352 2021-07-09 05:13:33,367 - mmaction - INFO - Epoch [132][2980/3757] lr: 1.000e-04, eta: 20:26:03, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9240, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2620, loss: 2.1860, grad_norm: 11.1736 2021-07-09 05:13:54,982 - mmaction - INFO - Epoch [132][3000/3757] lr: 1.000e-04, eta: 20:25:41, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9590, top1_acc: 0.7016, top5_acc: 0.8594, loss_cls: 1.2955, loss: 2.2545, grad_norm: 11.2294 2021-07-09 05:14:16,419 - mmaction - INFO - Epoch [132][3020/3757] lr: 1.000e-04, eta: 20:25:20, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 0.9883, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3061, loss: 2.2944, grad_norm: 11.3553 2021-07-09 05:14:38,424 - mmaction - INFO - Epoch [132][3040/3757] lr: 1.000e-04, eta: 20:24:58, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 0.9968, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3696, loss: 2.3664, grad_norm: 11.6010 2021-07-09 05:14:59,419 - mmaction - INFO - Epoch [132][3060/3757] lr: 1.000e-04, eta: 20:24:37, time: 1.049, data_time: 0.006, memory: 6921, loss_aux: 0.9637, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.3200, loss: 2.2836, grad_norm: 11.4632 2021-07-09 05:15:20,566 - mmaction - INFO - Epoch [132][3080/3757] lr: 1.000e-04, eta: 20:24:15, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9989, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.4302, loss: 2.4292, grad_norm: 11.5770 2021-07-09 05:15:41,628 - mmaction - INFO - Epoch [132][3100/3757] lr: 1.000e-04, eta: 20:23:54, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9182, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2368, loss: 2.1551, grad_norm: 10.7154 2021-07-09 05:16:02,999 - mmaction - INFO - Epoch [132][3120/3757] lr: 1.000e-04, eta: 20:23:32, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9217, top1_acc: 0.6914, top5_acc: 0.8602, loss_cls: 1.2593, loss: 2.1810, grad_norm: 11.0473 2021-07-09 05:16:24,185 - mmaction - INFO - Epoch [132][3140/3757] lr: 1.000e-04, eta: 20:23:11, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3241, loss: 2.2994, grad_norm: 11.3727 2021-07-09 05:16:45,249 - mmaction - INFO - Epoch [132][3160/3757] lr: 1.000e-04, eta: 20:22:49, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9713, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.2737, loss: 2.2450, grad_norm: 10.8312 2021-07-09 05:17:07,021 - mmaction - INFO - Epoch [132][3180/3757] lr: 1.000e-04, eta: 20:22:27, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6898, top5_acc: 0.8578, loss_cls: 1.3024, loss: 2.2644, grad_norm: 10.9245 2021-07-09 05:17:28,334 - mmaction - INFO - Epoch [132][3200/3757] lr: 1.000e-04, eta: 20:22:06, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9787, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.3159, loss: 2.2947, grad_norm: 11.3509 2021-07-09 05:17:49,323 - mmaction - INFO - Epoch [132][3220/3757] lr: 1.000e-04, eta: 20:21:44, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9511, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.2883, loss: 2.2394, grad_norm: 10.7973 2021-07-09 05:18:11,176 - mmaction - INFO - Epoch [132][3240/3757] lr: 1.000e-04, eta: 20:21:23, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.3072, loss: 2.2910, grad_norm: 11.2590 2021-07-09 05:18:32,295 - mmaction - INFO - Epoch [132][3260/3757] lr: 1.000e-04, eta: 20:21:01, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9670, top1_acc: 0.6898, top5_acc: 0.8570, loss_cls: 1.3043, loss: 2.2713, grad_norm: 11.0614 2021-07-09 05:18:53,516 - mmaction - INFO - Epoch [132][3280/3757] lr: 1.000e-04, eta: 20:20:40, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9588, top1_acc: 0.7023, top5_acc: 0.8805, loss_cls: 1.2488, loss: 2.2077, grad_norm: 11.3268 2021-07-09 05:19:14,600 - mmaction - INFO - Epoch [132][3300/3757] lr: 1.000e-04, eta: 20:20:18, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3421, loss: 2.3227, grad_norm: 11.3033 2021-07-09 05:19:35,684 - mmaction - INFO - Epoch [132][3320/3757] lr: 1.000e-04, eta: 20:19:57, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9558, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2782, loss: 2.2340, grad_norm: 11.2378 2021-07-09 05:19:56,917 - mmaction - INFO - Epoch [132][3340/3757] lr: 1.000e-04, eta: 20:19:35, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9394, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2450, loss: 2.1844, grad_norm: 11.0542 2021-07-09 05:20:18,319 - mmaction - INFO - Epoch [132][3360/3757] lr: 1.000e-04, eta: 20:19:14, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9182, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2085, loss: 2.1266, grad_norm: 10.7261 2021-07-09 05:20:39,973 - mmaction - INFO - Epoch [132][3380/3757] lr: 1.000e-04, eta: 20:18:52, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 0.9993, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3276, loss: 2.3268, grad_norm: 11.1669 2021-07-09 05:21:01,295 - mmaction - INFO - Epoch [132][3400/3757] lr: 1.000e-04, eta: 20:18:31, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9728, top1_acc: 0.7000, top5_acc: 0.8602, loss_cls: 1.2921, loss: 2.2649, grad_norm: 11.3944 2021-07-09 05:21:22,395 - mmaction - INFO - Epoch [132][3420/3757] lr: 1.000e-04, eta: 20:18:09, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3492, loss: 2.3403, grad_norm: 11.5841 2021-07-09 05:21:43,377 - mmaction - INFO - Epoch [132][3440/3757] lr: 1.000e-04, eta: 20:17:47, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6875, top5_acc: 0.8430, loss_cls: 1.3694, loss: 2.3639, grad_norm: 11.3457 2021-07-09 05:22:04,663 - mmaction - INFO - Epoch [132][3460/3757] lr: 1.000e-04, eta: 20:17:26, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.8870, top1_acc: 0.7102, top5_acc: 0.8719, loss_cls: 1.1966, loss: 2.0837, grad_norm: 11.0283 2021-07-09 05:22:25,797 - mmaction - INFO - Epoch [132][3480/3757] lr: 1.000e-04, eta: 20:17:04, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3531, loss: 2.3345, grad_norm: 11.4838 2021-07-09 05:22:47,155 - mmaction - INFO - Epoch [132][3500/3757] lr: 1.000e-04, eta: 20:16:43, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9345, top1_acc: 0.7000, top5_acc: 0.8641, loss_cls: 1.2548, loss: 2.1893, grad_norm: 10.8237 2021-07-09 05:23:08,248 - mmaction - INFO - Epoch [132][3520/3757] lr: 1.000e-04, eta: 20:16:21, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9038, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2066, loss: 2.1104, grad_norm: 10.7121 2021-07-09 05:23:29,337 - mmaction - INFO - Epoch [132][3540/3757] lr: 1.000e-04, eta: 20:16:00, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9678, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.3041, loss: 2.2719, grad_norm: 11.1115 2021-07-09 05:23:51,494 - mmaction - INFO - Epoch [132][3560/3757] lr: 1.000e-04, eta: 20:15:38, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 0.9371, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2683, loss: 2.2055, grad_norm: 11.1137 2021-07-09 05:24:12,907 - mmaction - INFO - Epoch [132][3580/3757] lr: 1.000e-04, eta: 20:15:17, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 0.9460, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.3014, loss: 2.2473, grad_norm: 10.9365 2021-07-09 05:24:33,820 - mmaction - INFO - Epoch [132][3600/3757] lr: 1.000e-04, eta: 20:14:55, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9472, top1_acc: 0.7039, top5_acc: 0.8578, loss_cls: 1.2647, loss: 2.2119, grad_norm: 10.8443 2021-07-09 05:24:55,001 - mmaction - INFO - Epoch [132][3620/3757] lr: 1.000e-04, eta: 20:14:34, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9568, top1_acc: 0.6898, top5_acc: 0.8508, loss_cls: 1.3316, loss: 2.2884, grad_norm: 11.2572 2021-07-09 05:25:15,966 - mmaction - INFO - Epoch [132][3640/3757] lr: 1.000e-04, eta: 20:14:12, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0042, top1_acc: 0.6758, top5_acc: 0.8453, loss_cls: 1.3734, loss: 2.3776, grad_norm: 11.3091 2021-07-09 05:25:36,873 - mmaction - INFO - Epoch [132][3660/3757] lr: 1.000e-04, eta: 20:13:50, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9812, top1_acc: 0.6813, top5_acc: 0.8492, loss_cls: 1.3641, loss: 2.3453, grad_norm: 11.1863 2021-07-09 05:25:58,059 - mmaction - INFO - Epoch [132][3680/3757] lr: 1.000e-04, eta: 20:13:29, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9490, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.2962, loss: 2.2452, grad_norm: 11.1442 2021-07-09 05:26:19,483 - mmaction - INFO - Epoch [132][3700/3757] lr: 1.000e-04, eta: 20:13:07, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9151, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2259, loss: 2.1410, grad_norm: 10.7163 2021-07-09 05:26:40,598 - mmaction - INFO - Epoch [132][3720/3757] lr: 1.000e-04, eta: 20:12:46, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9352, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2677, loss: 2.2029, grad_norm: 11.0562 2021-07-09 05:27:01,614 - mmaction - INFO - Epoch [132][3740/3757] lr: 1.000e-04, eta: 20:12:24, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.2712, loss: 2.2333, grad_norm: 10.8418 2021-07-09 05:27:19,759 - mmaction - INFO - Saving checkpoint at 132 epochs 2021-07-09 05:28:22,076 - mmaction - INFO - Epoch [133][20/3757] lr: 1.000e-04, eta: 20:11:47, time: 3.037, data_time: 1.981, memory: 6921, loss_aux: 0.9374, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.2762, loss: 2.2135, grad_norm: 11.1745 2021-07-09 05:28:43,070 - mmaction - INFO - Epoch [133][40/3757] lr: 1.000e-04, eta: 20:11:26, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9602, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.2633, loss: 2.2235, grad_norm: 11.2642 2021-07-09 05:29:04,790 - mmaction - INFO - Epoch [133][60/3757] lr: 1.000e-04, eta: 20:11:04, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 0.9738, top1_acc: 0.6562, top5_acc: 0.8555, loss_cls: 1.3820, loss: 2.3558, grad_norm: 11.7004 2021-07-09 05:29:25,901 - mmaction - INFO - Epoch [133][80/3757] lr: 1.000e-04, eta: 20:10:43, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6867, top5_acc: 0.8500, loss_cls: 1.3325, loss: 2.2919, grad_norm: 11.3106 2021-07-09 05:29:46,869 - mmaction - INFO - Epoch [133][100/3757] lr: 1.000e-04, eta: 20:10:21, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9067, top1_acc: 0.7102, top5_acc: 0.8828, loss_cls: 1.1859, loss: 2.0926, grad_norm: 10.7229 2021-07-09 05:30:08,054 - mmaction - INFO - Epoch [133][120/3757] lr: 1.000e-04, eta: 20:09:59, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9119, top1_acc: 0.7180, top5_acc: 0.8727, loss_cls: 1.1987, loss: 2.1105, grad_norm: 10.5969 2021-07-09 05:30:29,247 - mmaction - INFO - Epoch [133][140/3757] lr: 1.000e-04, eta: 20:09:38, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 1.0096, top1_acc: 0.6805, top5_acc: 0.8484, loss_cls: 1.3476, loss: 2.3572, grad_norm: 11.1639 2021-07-09 05:30:51,477 - mmaction - INFO - Epoch [133][160/3757] lr: 1.000e-04, eta: 20:09:17, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 0.9900, top1_acc: 0.6641, top5_acc: 0.8516, loss_cls: 1.3968, loss: 2.3868, grad_norm: 11.4299 2021-07-09 05:31:12,389 - mmaction - INFO - Epoch [133][180/3757] lr: 1.000e-04, eta: 20:08:55, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9262, top1_acc: 0.7016, top5_acc: 0.8578, loss_cls: 1.2806, loss: 2.2068, grad_norm: 11.1104 2021-07-09 05:31:33,378 - mmaction - INFO - Epoch [133][200/3757] lr: 1.000e-04, eta: 20:08:33, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9270, top1_acc: 0.7039, top5_acc: 0.8664, loss_cls: 1.2483, loss: 2.1753, grad_norm: 10.9765 2021-07-09 05:31:54,252 - mmaction - INFO - Epoch [133][220/3757] lr: 1.000e-04, eta: 20:08:12, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 0.9873, top1_acc: 0.6906, top5_acc: 0.8570, loss_cls: 1.3420, loss: 2.3292, grad_norm: 11.2691 2021-07-09 05:32:16,120 - mmaction - INFO - Epoch [133][240/3757] lr: 1.000e-04, eta: 20:07:50, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9355, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2667, loss: 2.2022, grad_norm: 11.0843 2021-07-09 05:32:37,649 - mmaction - INFO - Epoch [133][260/3757] lr: 1.000e-04, eta: 20:07:29, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 0.9929, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.3264, loss: 2.3193, grad_norm: 11.0897 2021-07-09 05:32:58,587 - mmaction - INFO - Epoch [133][280/3757] lr: 1.000e-04, eta: 20:07:07, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9486, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2633, loss: 2.2119, grad_norm: 11.2812 2021-07-09 05:33:19,698 - mmaction - INFO - Epoch [133][300/3757] lr: 1.000e-04, eta: 20:06:46, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9552, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2425, loss: 2.1977, grad_norm: 11.0790 2021-07-09 05:33:40,862 - mmaction - INFO - Epoch [133][320/3757] lr: 1.000e-04, eta: 20:06:24, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9174, top1_acc: 0.6969, top5_acc: 0.8633, loss_cls: 1.2305, loss: 2.1479, grad_norm: 10.7750 2021-07-09 05:34:01,939 - mmaction - INFO - Epoch [133][340/3757] lr: 1.000e-04, eta: 20:06:03, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9508, top1_acc: 0.6898, top5_acc: 0.8539, loss_cls: 1.3056, loss: 2.2564, grad_norm: 11.3359 2021-07-09 05:34:22,875 - mmaction - INFO - Epoch [133][360/3757] lr: 1.000e-04, eta: 20:05:41, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3356, loss: 2.2970, grad_norm: 11.1798 2021-07-09 05:34:43,879 - mmaction - INFO - Epoch [133][380/3757] lr: 1.000e-04, eta: 20:05:19, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9015, top1_acc: 0.7008, top5_acc: 0.8805, loss_cls: 1.2053, loss: 2.1067, grad_norm: 10.8580 2021-07-09 05:35:04,984 - mmaction - INFO - Epoch [133][400/3757] lr: 1.000e-04, eta: 20:04:58, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9510, top1_acc: 0.6828, top5_acc: 0.8562, loss_cls: 1.2887, loss: 2.2397, grad_norm: 11.0021 2021-07-09 05:35:26,727 - mmaction - INFO - Epoch [133][420/3757] lr: 1.000e-04, eta: 20:04:36, time: 1.089, data_time: 0.054, memory: 6921, loss_aux: 1.0034, top1_acc: 0.6672, top5_acc: 0.8422, loss_cls: 1.3754, loss: 2.3788, grad_norm: 11.4335 2021-07-09 05:35:47,663 - mmaction - INFO - Epoch [133][440/3757] lr: 1.000e-04, eta: 20:04:15, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.2927, loss: 2.2581, grad_norm: 11.2173 2021-07-09 05:36:09,007 - mmaction - INFO - Epoch [133][460/3757] lr: 1.000e-04, eta: 20:03:53, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9590, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2663, loss: 2.2253, grad_norm: 10.9853 2021-07-09 05:36:30,339 - mmaction - INFO - Epoch [133][480/3757] lr: 1.000e-04, eta: 20:03:32, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9500, top1_acc: 0.7031, top5_acc: 0.8633, loss_cls: 1.2492, loss: 2.1993, grad_norm: 11.0755 2021-07-09 05:36:51,324 - mmaction - INFO - Epoch [133][500/3757] lr: 1.000e-04, eta: 20:03:10, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.8964, top1_acc: 0.7180, top5_acc: 0.8680, loss_cls: 1.2096, loss: 2.1060, grad_norm: 10.4646 2021-07-09 05:37:12,489 - mmaction - INFO - Epoch [133][520/3757] lr: 1.000e-04, eta: 20:02:49, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9099, top1_acc: 0.7109, top5_acc: 0.8688, loss_cls: 1.2094, loss: 2.1193, grad_norm: 10.6753 2021-07-09 05:37:33,598 - mmaction - INFO - Epoch [133][540/3757] lr: 1.000e-04, eta: 20:02:27, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9508, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.2870, loss: 2.2379, grad_norm: 11.3266 2021-07-09 05:37:54,744 - mmaction - INFO - Epoch [133][560/3757] lr: 1.000e-04, eta: 20:02:05, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9393, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2695, loss: 2.2087, grad_norm: 11.1557 2021-07-09 05:38:16,141 - mmaction - INFO - Epoch [133][580/3757] lr: 1.000e-04, eta: 20:01:44, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9339, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2440, loss: 2.1779, grad_norm: 11.0436 2021-07-09 05:38:38,081 - mmaction - INFO - Epoch [133][600/3757] lr: 1.000e-04, eta: 20:01:22, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 0.9716, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.3343, loss: 2.3060, grad_norm: 11.2917 2021-07-09 05:38:59,230 - mmaction - INFO - Epoch [133][620/3757] lr: 1.000e-04, eta: 20:01:01, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.8915, top1_acc: 0.7156, top5_acc: 0.8742, loss_cls: 1.1310, loss: 2.0226, grad_norm: 10.7938 2021-07-09 05:39:20,618 - mmaction - INFO - Epoch [133][640/3757] lr: 1.000e-04, eta: 20:00:39, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9612, top1_acc: 0.7031, top5_acc: 0.8594, loss_cls: 1.3050, loss: 2.2662, grad_norm: 11.3124 2021-07-09 05:39:41,561 - mmaction - INFO - Epoch [133][660/3757] lr: 1.000e-04, eta: 20:00:18, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9139, top1_acc: 0.6852, top5_acc: 0.8570, loss_cls: 1.2920, loss: 2.2059, grad_norm: 11.1377 2021-07-09 05:40:02,781 - mmaction - INFO - Epoch [133][680/3757] lr: 1.000e-04, eta: 19:59:56, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9229, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2772, loss: 2.2001, grad_norm: 11.0925 2021-07-09 05:40:24,767 - mmaction - INFO - Epoch [133][700/3757] lr: 1.000e-04, eta: 19:59:35, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 0.9470, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2869, loss: 2.2338, grad_norm: 11.0238 2021-07-09 05:40:46,289 - mmaction - INFO - Epoch [133][720/3757] lr: 1.000e-04, eta: 19:59:13, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 0.9598, top1_acc: 0.6875, top5_acc: 0.8539, loss_cls: 1.3185, loss: 2.2783, grad_norm: 11.2975 2021-07-09 05:41:07,490 - mmaction - INFO - Epoch [133][740/3757] lr: 1.000e-04, eta: 19:58:52, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9641, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.2925, loss: 2.2565, grad_norm: 11.2668 2021-07-09 05:41:28,679 - mmaction - INFO - Epoch [133][760/3757] lr: 1.000e-04, eta: 19:58:30, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9398, top1_acc: 0.6875, top5_acc: 0.8570, loss_cls: 1.2927, loss: 2.2325, grad_norm: 11.3015 2021-07-09 05:41:49,821 - mmaction - INFO - Epoch [133][780/3757] lr: 1.000e-04, eta: 19:58:09, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9882, top1_acc: 0.6789, top5_acc: 0.8414, loss_cls: 1.4018, loss: 2.3900, grad_norm: 11.3382 2021-07-09 05:42:10,792 - mmaction - INFO - Epoch [133][800/3757] lr: 1.000e-04, eta: 19:57:47, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 1.0221, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4330, loss: 2.4551, grad_norm: 11.3293 2021-07-09 05:42:31,964 - mmaction - INFO - Epoch [133][820/3757] lr: 1.000e-04, eta: 19:57:25, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2945, loss: 2.2580, grad_norm: 11.0582 2021-07-09 05:42:53,984 - mmaction - INFO - Epoch [133][840/3757] lr: 1.000e-04, eta: 19:57:04, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6859, top5_acc: 0.8547, loss_cls: 1.3606, loss: 2.3359, grad_norm: 11.2821 2021-07-09 05:43:15,032 - mmaction - INFO - Epoch [133][860/3757] lr: 1.000e-04, eta: 19:56:42, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9568, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.2856, loss: 2.2424, grad_norm: 11.0940 2021-07-09 05:43:36,802 - mmaction - INFO - Epoch [133][880/3757] lr: 1.000e-04, eta: 19:56:21, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 0.9641, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2714, loss: 2.2355, grad_norm: 11.1588 2021-07-09 05:43:57,738 - mmaction - INFO - Epoch [133][900/3757] lr: 1.000e-04, eta: 19:55:59, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9798, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.3231, loss: 2.3030, grad_norm: 11.2130 2021-07-09 05:44:18,748 - mmaction - INFO - Epoch [133][920/3757] lr: 1.000e-04, eta: 19:55:38, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6852, top5_acc: 0.8461, loss_cls: 1.3473, loss: 2.3287, grad_norm: 11.1105 2021-07-09 05:44:39,954 - mmaction - INFO - Epoch [133][940/3757] lr: 1.000e-04, eta: 19:55:16, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9984, top1_acc: 0.6914, top5_acc: 0.8523, loss_cls: 1.3488, loss: 2.3472, grad_norm: 11.5788 2021-07-09 05:45:01,120 - mmaction - INFO - Epoch [133][960/3757] lr: 1.000e-04, eta: 19:54:55, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 1.0322, top1_acc: 0.6656, top5_acc: 0.8453, loss_cls: 1.4291, loss: 2.4613, grad_norm: 11.5003 2021-07-09 05:45:22,842 - mmaction - INFO - Epoch [133][980/3757] lr: 1.000e-04, eta: 19:54:33, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3366, loss: 2.3204, grad_norm: 11.4433 2021-07-09 05:45:43,974 - mmaction - INFO - Epoch [133][1000/3757] lr: 1.000e-04, eta: 19:54:12, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9470, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2691, loss: 2.2162, grad_norm: 10.9710 2021-07-09 05:46:05,106 - mmaction - INFO - Epoch [133][1020/3757] lr: 1.000e-04, eta: 19:53:50, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9488, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.2845, loss: 2.2333, grad_norm: 10.9574 2021-07-09 05:46:26,524 - mmaction - INFO - Epoch [133][1040/3757] lr: 1.000e-04, eta: 19:53:29, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9506, top1_acc: 0.6875, top5_acc: 0.8539, loss_cls: 1.2992, loss: 2.2497, grad_norm: 11.2736 2021-07-09 05:46:47,714 - mmaction - INFO - Epoch [133][1060/3757] lr: 1.000e-04, eta: 19:53:07, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9697, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3291, loss: 2.2988, grad_norm: 11.1714 2021-07-09 05:47:08,792 - mmaction - INFO - Epoch [133][1080/3757] lr: 1.000e-04, eta: 19:52:45, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9569, top1_acc: 0.6797, top5_acc: 0.8523, loss_cls: 1.3336, loss: 2.2905, grad_norm: 11.3157 2021-07-09 05:47:30,410 - mmaction - INFO - Epoch [133][1100/3757] lr: 1.000e-04, eta: 19:52:24, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6727, top5_acc: 0.8375, loss_cls: 1.4307, loss: 2.4371, grad_norm: 11.2781 2021-07-09 05:47:51,845 - mmaction - INFO - Epoch [133][1120/3757] lr: 1.000e-04, eta: 19:52:02, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9356, top1_acc: 0.7023, top5_acc: 0.8523, loss_cls: 1.2826, loss: 2.2182, grad_norm: 11.1930 2021-07-09 05:48:13,011 - mmaction - INFO - Epoch [133][1140/3757] lr: 1.000e-04, eta: 19:51:41, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9555, top1_acc: 0.6805, top5_acc: 0.8516, loss_cls: 1.3374, loss: 2.2928, grad_norm: 10.9199 2021-07-09 05:48:34,033 - mmaction - INFO - Epoch [133][1160/3757] lr: 1.000e-04, eta: 19:51:19, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6805, top5_acc: 0.8336, loss_cls: 1.3673, loss: 2.3584, grad_norm: 11.1017 2021-07-09 05:48:55,146 - mmaction - INFO - Epoch [133][1180/3757] lr: 1.000e-04, eta: 19:50:58, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9357, top1_acc: 0.7117, top5_acc: 0.8555, loss_cls: 1.2676, loss: 2.2032, grad_norm: 10.7745 2021-07-09 05:49:16,404 - mmaction - INFO - Epoch [133][1200/3757] lr: 1.000e-04, eta: 19:50:36, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9757, top1_acc: 0.6820, top5_acc: 0.8500, loss_cls: 1.3676, loss: 2.3433, grad_norm: 11.4657 2021-07-09 05:49:37,548 - mmaction - INFO - Epoch [133][1220/3757] lr: 1.000e-04, eta: 19:50:15, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.3306, loss: 2.3067, grad_norm: 11.1506 2021-07-09 05:49:58,535 - mmaction - INFO - Epoch [133][1240/3757] lr: 1.000e-04, eta: 19:49:53, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9492, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2756, loss: 2.2249, grad_norm: 10.9978 2021-07-09 05:50:19,707 - mmaction - INFO - Epoch [133][1260/3757] lr: 1.000e-04, eta: 19:49:32, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9837, top1_acc: 0.6687, top5_acc: 0.8500, loss_cls: 1.3634, loss: 2.3471, grad_norm: 11.5651 2021-07-09 05:50:40,613 - mmaction - INFO - Epoch [133][1280/3757] lr: 1.000e-04, eta: 19:49:10, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 0.9568, top1_acc: 0.7000, top5_acc: 0.8602, loss_cls: 1.2716, loss: 2.2284, grad_norm: 10.7913 2021-07-09 05:51:01,776 - mmaction - INFO - Epoch [133][1300/3757] lr: 1.000e-04, eta: 19:48:48, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9552, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2599, loss: 2.2150, grad_norm: 11.3211 2021-07-09 05:51:22,749 - mmaction - INFO - Epoch [133][1320/3757] lr: 1.000e-04, eta: 19:48:27, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9470, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2688, loss: 2.2157, grad_norm: 11.0113 2021-07-09 05:51:43,963 - mmaction - INFO - Epoch [133][1340/3757] lr: 1.000e-04, eta: 19:48:05, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6992, top5_acc: 0.8773, loss_cls: 1.2409, loss: 2.2003, grad_norm: 11.0906 2021-07-09 05:52:05,165 - mmaction - INFO - Epoch [133][1360/3757] lr: 1.000e-04, eta: 19:47:44, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9013, top1_acc: 0.7016, top5_acc: 0.8617, loss_cls: 1.2360, loss: 2.1373, grad_norm: 10.7147 2021-07-09 05:52:26,301 - mmaction - INFO - Epoch [133][1380/3757] lr: 1.000e-04, eta: 19:47:22, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9683, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3566, loss: 2.3249, grad_norm: 11.3608 2021-07-09 05:52:47,552 - mmaction - INFO - Epoch [133][1400/3757] lr: 1.000e-04, eta: 19:47:01, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6687, top5_acc: 0.8523, loss_cls: 1.3597, loss: 2.3486, grad_norm: 11.4165 2021-07-09 05:53:08,858 - mmaction - INFO - Epoch [133][1420/3757] lr: 1.000e-04, eta: 19:46:39, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9583, top1_acc: 0.7078, top5_acc: 0.8617, loss_cls: 1.3022, loss: 2.2605, grad_norm: 11.2344 2021-07-09 05:53:30,059 - mmaction - INFO - Epoch [133][1440/3757] lr: 1.000e-04, eta: 19:46:18, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9689, top1_acc: 0.6930, top5_acc: 0.8516, loss_cls: 1.3450, loss: 2.3139, grad_norm: 10.9259 2021-07-09 05:53:51,044 - mmaction - INFO - Epoch [133][1460/3757] lr: 1.000e-04, eta: 19:45:56, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3656, loss: 2.3399, grad_norm: 11.2459 2021-07-09 05:54:12,146 - mmaction - INFO - Epoch [133][1480/3757] lr: 1.000e-04, eta: 19:45:34, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9642, top1_acc: 0.6797, top5_acc: 0.8523, loss_cls: 1.3253, loss: 2.2895, grad_norm: 11.1227 2021-07-09 05:54:33,165 - mmaction - INFO - Epoch [133][1500/3757] lr: 1.000e-04, eta: 19:45:13, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9915, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3596, loss: 2.3511, grad_norm: 11.0698 2021-07-09 05:54:54,238 - mmaction - INFO - Epoch [133][1520/3757] lr: 1.000e-04, eta: 19:44:51, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6719, top5_acc: 0.8430, loss_cls: 1.3773, loss: 2.3355, grad_norm: 11.4658 2021-07-09 05:55:15,404 - mmaction - INFO - Epoch [133][1540/3757] lr: 1.000e-04, eta: 19:44:30, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 1.0141, top1_acc: 0.6734, top5_acc: 0.8336, loss_cls: 1.3972, loss: 2.4113, grad_norm: 11.6349 2021-07-09 05:55:37,565 - mmaction - INFO - Epoch [133][1560/3757] lr: 1.000e-04, eta: 19:44:08, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 0.9848, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3494, loss: 2.3342, grad_norm: 11.3267 2021-07-09 05:55:58,711 - mmaction - INFO - Epoch [133][1580/3757] lr: 1.000e-04, eta: 19:43:47, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9923, top1_acc: 0.6695, top5_acc: 0.8375, loss_cls: 1.3893, loss: 2.3816, grad_norm: 11.2996 2021-07-09 05:56:19,899 - mmaction - INFO - Epoch [133][1600/3757] lr: 1.000e-04, eta: 19:43:25, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9515, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2857, loss: 2.2371, grad_norm: 11.1515 2021-07-09 05:56:40,796 - mmaction - INFO - Epoch [133][1620/3757] lr: 1.000e-04, eta: 19:43:04, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 1.0224, top1_acc: 0.6680, top5_acc: 0.8516, loss_cls: 1.3803, loss: 2.4028, grad_norm: 11.5388 2021-07-09 05:57:01,954 - mmaction - INFO - Epoch [133][1640/3757] lr: 1.000e-04, eta: 19:42:42, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9744, top1_acc: 0.6758, top5_acc: 0.8680, loss_cls: 1.3340, loss: 2.3084, grad_norm: 11.4016 2021-07-09 05:57:22,994 - mmaction - INFO - Epoch [133][1660/3757] lr: 1.000e-04, eta: 19:42:20, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6852, top5_acc: 0.8578, loss_cls: 1.3300, loss: 2.3110, grad_norm: 11.6246 2021-07-09 05:57:45,232 - mmaction - INFO - Epoch [133][1680/3757] lr: 1.000e-04, eta: 19:41:59, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 0.9595, top1_acc: 0.6922, top5_acc: 0.8578, loss_cls: 1.3102, loss: 2.2697, grad_norm: 11.2337 2021-07-09 05:58:06,390 - mmaction - INFO - Epoch [133][1700/3757] lr: 1.000e-04, eta: 19:41:37, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9289, top1_acc: 0.7117, top5_acc: 0.8648, loss_cls: 1.2480, loss: 2.1769, grad_norm: 10.9348 2021-07-09 05:58:27,387 - mmaction - INFO - Epoch [133][1720/3757] lr: 1.000e-04, eta: 19:41:16, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9303, top1_acc: 0.7156, top5_acc: 0.8680, loss_cls: 1.2162, loss: 2.1466, grad_norm: 10.8172 2021-07-09 05:58:48,538 - mmaction - INFO - Epoch [133][1740/3757] lr: 1.000e-04, eta: 19:40:54, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9219, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.2489, loss: 2.1708, grad_norm: 11.1207 2021-07-09 05:59:09,853 - mmaction - INFO - Epoch [133][1760/3757] lr: 1.000e-04, eta: 19:40:33, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 1.0080, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3477, loss: 2.3557, grad_norm: 11.3741 2021-07-09 05:59:30,938 - mmaction - INFO - Epoch [133][1780/3757] lr: 1.000e-04, eta: 19:40:11, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9507, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2635, loss: 2.2142, grad_norm: 10.9820 2021-07-09 05:59:52,207 - mmaction - INFO - Epoch [133][1800/3757] lr: 1.000e-04, eta: 19:39:50, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9562, top1_acc: 0.7008, top5_acc: 0.8617, loss_cls: 1.2685, loss: 2.2248, grad_norm: 11.1163 2021-07-09 06:00:13,520 - mmaction - INFO - Epoch [133][1820/3757] lr: 1.000e-04, eta: 19:39:28, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6906, top5_acc: 0.8609, loss_cls: 1.3090, loss: 2.2976, grad_norm: 11.1816 2021-07-09 06:00:34,648 - mmaction - INFO - Epoch [133][1840/3757] lr: 1.000e-04, eta: 19:39:07, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9247, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2755, loss: 2.2002, grad_norm: 10.9717 2021-07-09 06:00:56,615 - mmaction - INFO - Epoch [133][1860/3757] lr: 1.000e-04, eta: 19:38:45, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 0.9441, top1_acc: 0.6719, top5_acc: 0.8516, loss_cls: 1.3015, loss: 2.2456, grad_norm: 11.1499 2021-07-09 06:01:17,839 - mmaction - INFO - Epoch [133][1880/3757] lr: 1.000e-04, eta: 19:38:24, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.8986, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2261, loss: 2.1247, grad_norm: 11.1027 2021-07-09 06:01:39,169 - mmaction - INFO - Epoch [133][1900/3757] lr: 1.000e-04, eta: 19:38:02, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9615, top1_acc: 0.6742, top5_acc: 0.8758, loss_cls: 1.2759, loss: 2.2374, grad_norm: 11.4707 2021-07-09 06:02:00,238 - mmaction - INFO - Epoch [133][1920/3757] lr: 1.000e-04, eta: 19:37:41, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6695, top5_acc: 0.8633, loss_cls: 1.3392, loss: 2.3212, grad_norm: 11.5116 2021-07-09 06:02:21,431 - mmaction - INFO - Epoch [133][1940/3757] lr: 1.000e-04, eta: 19:37:19, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6867, top5_acc: 0.8531, loss_cls: 1.3649, loss: 2.3520, grad_norm: 11.4664 2021-07-09 06:02:42,246 - mmaction - INFO - Epoch [133][1960/3757] lr: 1.000e-04, eta: 19:36:57, time: 1.039, data_time: 0.003, memory: 6921, loss_aux: 0.9562, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2843, loss: 2.2405, grad_norm: 11.1574 2021-07-09 06:03:03,388 - mmaction - INFO - Epoch [133][1980/3757] lr: 1.000e-04, eta: 19:36:36, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9427, top1_acc: 0.7125, top5_acc: 0.8641, loss_cls: 1.2596, loss: 2.2024, grad_norm: 11.2195 2021-07-09 06:03:25,695 - mmaction - INFO - Epoch [133][2000/3757] lr: 1.000e-04, eta: 19:36:14, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 0.9817, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2666, loss: 2.2483, grad_norm: 11.1428 2021-07-09 06:03:47,236 - mmaction - INFO - Epoch [133][2020/3757] lr: 1.000e-04, eta: 19:35:53, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9240, top1_acc: 0.7188, top5_acc: 0.8633, loss_cls: 1.2158, loss: 2.1397, grad_norm: 10.6133 2021-07-09 06:04:08,528 - mmaction - INFO - Epoch [133][2040/3757] lr: 1.000e-04, eta: 19:35:31, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9805, top1_acc: 0.6727, top5_acc: 0.8656, loss_cls: 1.3240, loss: 2.3045, grad_norm: 11.4210 2021-07-09 06:04:29,755 - mmaction - INFO - Epoch [133][2060/3757] lr: 1.000e-04, eta: 19:35:10, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3368, loss: 2.3056, grad_norm: 11.2144 2021-07-09 06:04:50,878 - mmaction - INFO - Epoch [133][2080/3757] lr: 1.000e-04, eta: 19:34:48, time: 1.053, data_time: 0.012, memory: 6921, loss_aux: 0.9258, top1_acc: 0.7039, top5_acc: 0.8664, loss_cls: 1.2630, loss: 2.1887, grad_norm: 11.2073 2021-07-09 06:05:12,047 - mmaction - INFO - Epoch [133][2100/3757] lr: 1.000e-04, eta: 19:34:27, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 0.9371, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.2625, loss: 2.1996, grad_norm: 11.3086 2021-07-09 06:05:33,068 - mmaction - INFO - Epoch [133][2120/3757] lr: 1.000e-04, eta: 19:34:05, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9341, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2338, loss: 2.1679, grad_norm: 10.7217 2021-07-09 06:05:54,113 - mmaction - INFO - Epoch [133][2140/3757] lr: 1.000e-04, eta: 19:33:44, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9851, top1_acc: 0.7000, top5_acc: 0.8516, loss_cls: 1.3014, loss: 2.2865, grad_norm: 11.1433 2021-07-09 06:06:15,414 - mmaction - INFO - Epoch [133][2160/3757] lr: 1.000e-04, eta: 19:33:22, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9854, top1_acc: 0.6891, top5_acc: 0.8438, loss_cls: 1.3406, loss: 2.3260, grad_norm: 11.0087 2021-07-09 06:06:36,651 - mmaction - INFO - Epoch [133][2180/3757] lr: 1.000e-04, eta: 19:33:00, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9592, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3063, loss: 2.2656, grad_norm: 11.4062 2021-07-09 06:06:58,329 - mmaction - INFO - Epoch [133][2200/3757] lr: 1.000e-04, eta: 19:32:39, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 0.9417, top1_acc: 0.7000, top5_acc: 0.8648, loss_cls: 1.2790, loss: 2.2207, grad_norm: 11.0905 2021-07-09 06:07:19,588 - mmaction - INFO - Epoch [133][2220/3757] lr: 1.000e-04, eta: 19:32:17, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3049, loss: 2.2810, grad_norm: 11.2156 2021-07-09 06:07:40,762 - mmaction - INFO - Epoch [133][2240/3757] lr: 1.000e-04, eta: 19:31:56, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9865, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3454, loss: 2.3320, grad_norm: 11.4832 2021-07-09 06:08:02,282 - mmaction - INFO - Epoch [133][2260/3757] lr: 1.000e-04, eta: 19:31:34, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.8851, top1_acc: 0.7211, top5_acc: 0.8641, loss_cls: 1.1890, loss: 2.0741, grad_norm: 10.4221 2021-07-09 06:08:23,464 - mmaction - INFO - Epoch [133][2280/3757] lr: 1.000e-04, eta: 19:31:13, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9589, top1_acc: 0.6836, top5_acc: 0.8586, loss_cls: 1.3211, loss: 2.2800, grad_norm: 11.3226 2021-07-09 06:08:44,808 - mmaction - INFO - Epoch [133][2300/3757] lr: 1.000e-04, eta: 19:30:51, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9457, top1_acc: 0.6805, top5_acc: 0.8461, loss_cls: 1.3315, loss: 2.2773, grad_norm: 11.2278 2021-07-09 06:09:06,408 - mmaction - INFO - Epoch [133][2320/3757] lr: 1.000e-04, eta: 19:30:30, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 0.9732, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3247, loss: 2.2979, grad_norm: 11.1913 2021-07-09 06:09:27,715 - mmaction - INFO - Epoch [133][2340/3757] lr: 1.000e-04, eta: 19:30:08, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 0.9465, top1_acc: 0.6773, top5_acc: 0.8711, loss_cls: 1.2878, loss: 2.2342, grad_norm: 11.2962 2021-07-09 06:09:48,780 - mmaction - INFO - Epoch [133][2360/3757] lr: 1.000e-04, eta: 19:29:47, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9367, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2505, loss: 2.1872, grad_norm: 11.1568 2021-07-09 06:10:09,923 - mmaction - INFO - Epoch [133][2380/3757] lr: 1.000e-04, eta: 19:29:25, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9184, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.2751, loss: 2.1935, grad_norm: 11.0554 2021-07-09 06:10:31,088 - mmaction - INFO - Epoch [133][2400/3757] lr: 1.000e-04, eta: 19:29:04, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9766, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.3228, loss: 2.2994, grad_norm: 11.1240 2021-07-09 06:10:52,224 - mmaction - INFO - Epoch [133][2420/3757] lr: 1.000e-04, eta: 19:28:42, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0010, top1_acc: 0.6891, top5_acc: 0.8555, loss_cls: 1.3442, loss: 2.3452, grad_norm: 11.2215 2021-07-09 06:11:13,263 - mmaction - INFO - Epoch [133][2440/3757] lr: 1.000e-04, eta: 19:28:21, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6687, top5_acc: 0.8406, loss_cls: 1.3940, loss: 2.4043, grad_norm: 11.0145 2021-07-09 06:11:35,268 - mmaction - INFO - Epoch [133][2460/3757] lr: 1.000e-04, eta: 19:27:59, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 0.9095, top1_acc: 0.7109, top5_acc: 0.8789, loss_cls: 1.2125, loss: 2.1220, grad_norm: 11.2663 2021-07-09 06:11:56,379 - mmaction - INFO - Epoch [133][2480/3757] lr: 1.000e-04, eta: 19:27:37, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9508, top1_acc: 0.6883, top5_acc: 0.8516, loss_cls: 1.3206, loss: 2.2714, grad_norm: 11.4428 2021-07-09 06:12:17,325 - mmaction - INFO - Epoch [133][2500/3757] lr: 1.000e-04, eta: 19:27:16, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3559, loss: 2.3458, grad_norm: 11.3903 2021-07-09 06:12:39,247 - mmaction - INFO - Epoch [133][2520/3757] lr: 1.000e-04, eta: 19:26:54, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2519, loss: 2.2170, grad_norm: 10.9631 2021-07-09 06:13:00,600 - mmaction - INFO - Epoch [133][2540/3757] lr: 1.000e-04, eta: 19:26:33, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9680, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3088, loss: 2.2768, grad_norm: 11.4062 2021-07-09 06:13:21,632 - mmaction - INFO - Epoch [133][2560/3757] lr: 1.000e-04, eta: 19:26:11, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6922, top5_acc: 0.8555, loss_cls: 1.3027, loss: 2.2833, grad_norm: 11.4874 2021-07-09 06:13:42,827 - mmaction - INFO - Epoch [133][2580/3757] lr: 1.000e-04, eta: 19:25:50, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9462, top1_acc: 0.7000, top5_acc: 0.8586, loss_cls: 1.2789, loss: 2.2251, grad_norm: 11.1198 2021-07-09 06:14:04,580 - mmaction - INFO - Epoch [133][2600/3757] lr: 1.000e-04, eta: 19:25:28, time: 1.088, data_time: 0.006, memory: 6921, loss_aux: 0.9663, top1_acc: 0.6711, top5_acc: 0.8531, loss_cls: 1.3488, loss: 2.3152, grad_norm: 11.5436 2021-07-09 06:14:25,716 - mmaction - INFO - Epoch [133][2620/3757] lr: 1.000e-04, eta: 19:25:07, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9538, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2468, loss: 2.2005, grad_norm: 10.9232 2021-07-09 06:14:46,735 - mmaction - INFO - Epoch [133][2640/3757] lr: 1.000e-04, eta: 19:24:45, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9480, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.3030, loss: 2.2510, grad_norm: 11.2713 2021-07-09 06:15:08,181 - mmaction - INFO - Epoch [133][2660/3757] lr: 1.000e-04, eta: 19:24:24, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9664, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.2666, loss: 2.2331, grad_norm: 11.3463 2021-07-09 06:15:29,233 - mmaction - INFO - Epoch [133][2680/3757] lr: 1.000e-04, eta: 19:24:02, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9578, top1_acc: 0.6875, top5_acc: 0.8508, loss_cls: 1.2949, loss: 2.2527, grad_norm: 11.1662 2021-07-09 06:15:50,370 - mmaction - INFO - Epoch [133][2700/3757] lr: 1.000e-04, eta: 19:23:41, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9601, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3550, loss: 2.3151, grad_norm: 11.3973 2021-07-09 06:16:11,839 - mmaction - INFO - Epoch [133][2720/3757] lr: 1.000e-04, eta: 19:23:19, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9077, top1_acc: 0.7180, top5_acc: 0.8727, loss_cls: 1.2123, loss: 2.1200, grad_norm: 10.6918 2021-07-09 06:16:32,987 - mmaction - INFO - Epoch [133][2740/3757] lr: 1.000e-04, eta: 19:22:58, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9341, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.2256, loss: 2.1597, grad_norm: 10.7747 2021-07-09 06:16:54,195 - mmaction - INFO - Epoch [133][2760/3757] lr: 1.000e-04, eta: 19:22:36, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9579, top1_acc: 0.7000, top5_acc: 0.8531, loss_cls: 1.3020, loss: 2.2600, grad_norm: 11.1465 2021-07-09 06:17:15,362 - mmaction - INFO - Epoch [133][2780/3757] lr: 1.000e-04, eta: 19:22:14, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6828, top5_acc: 0.8414, loss_cls: 1.3290, loss: 2.2904, grad_norm: 11.1923 2021-07-09 06:17:36,403 - mmaction - INFO - Epoch [133][2800/3757] lr: 1.000e-04, eta: 19:21:53, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9266, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2396, loss: 2.1662, grad_norm: 11.2054 2021-07-09 06:17:58,326 - mmaction - INFO - Epoch [133][2820/3757] lr: 1.000e-04, eta: 19:21:31, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 0.9455, top1_acc: 0.6961, top5_acc: 0.8609, loss_cls: 1.2768, loss: 2.2223, grad_norm: 10.9389 2021-07-09 06:18:19,602 - mmaction - INFO - Epoch [133][2840/3757] lr: 1.000e-04, eta: 19:21:10, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3311, loss: 2.3124, grad_norm: 10.9591 2021-07-09 06:18:40,799 - mmaction - INFO - Epoch [133][2860/3757] lr: 1.000e-04, eta: 19:20:48, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9339, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2211, loss: 2.1550, grad_norm: 10.9402 2021-07-09 06:19:02,003 - mmaction - INFO - Epoch [133][2880/3757] lr: 1.000e-04, eta: 19:20:27, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6828, top5_acc: 0.8523, loss_cls: 1.3170, loss: 2.2730, grad_norm: 11.5426 2021-07-09 06:19:23,070 - mmaction - INFO - Epoch [133][2900/3757] lr: 1.000e-04, eta: 19:20:05, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9612, top1_acc: 0.6992, top5_acc: 0.8547, loss_cls: 1.3179, loss: 2.2790, grad_norm: 11.0211 2021-07-09 06:19:44,351 - mmaction - INFO - Epoch [133][2920/3757] lr: 1.000e-04, eta: 19:19:44, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9016, top1_acc: 0.7086, top5_acc: 0.8586, loss_cls: 1.2178, loss: 2.1194, grad_norm: 10.5414 2021-07-09 06:20:05,614 - mmaction - INFO - Epoch [133][2940/3757] lr: 1.000e-04, eta: 19:19:22, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9755, top1_acc: 0.6813, top5_acc: 0.8500, loss_cls: 1.3422, loss: 2.3177, grad_norm: 11.5339 2021-07-09 06:20:26,865 - mmaction - INFO - Epoch [133][2960/3757] lr: 1.000e-04, eta: 19:19:01, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9892, top1_acc: 0.7008, top5_acc: 0.8508, loss_cls: 1.3478, loss: 2.3370, grad_norm: 11.1939 2021-07-09 06:20:48,039 - mmaction - INFO - Epoch [133][2980/3757] lr: 1.000e-04, eta: 19:18:39, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9268, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2436, loss: 2.1704, grad_norm: 10.9297 2021-07-09 06:21:09,029 - mmaction - INFO - Epoch [133][3000/3757] lr: 1.000e-04, eta: 19:18:17, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9542, top1_acc: 0.6867, top5_acc: 0.8547, loss_cls: 1.2892, loss: 2.2434, grad_norm: 11.1304 2021-07-09 06:21:30,418 - mmaction - INFO - Epoch [133][3020/3757] lr: 1.000e-04, eta: 19:17:56, time: 1.069, data_time: 0.009, memory: 6921, loss_aux: 0.9348, top1_acc: 0.6961, top5_acc: 0.8750, loss_cls: 1.2530, loss: 2.1878, grad_norm: 11.1297 2021-07-09 06:21:51,605 - mmaction - INFO - Epoch [133][3040/3757] lr: 1.000e-04, eta: 19:17:34, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9617, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2900, loss: 2.2517, grad_norm: 11.4252 2021-07-09 06:22:12,578 - mmaction - INFO - Epoch [133][3060/3757] lr: 1.000e-04, eta: 19:17:13, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9736, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3459, loss: 2.3195, grad_norm: 11.2674 2021-07-09 06:22:33,837 - mmaction - INFO - Epoch [133][3080/3757] lr: 1.000e-04, eta: 19:16:51, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9915, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3736, loss: 2.3650, grad_norm: 11.6722 2021-07-09 06:22:56,560 - mmaction - INFO - Epoch [133][3100/3757] lr: 1.000e-04, eta: 19:16:30, time: 1.137, data_time: 0.098, memory: 6921, loss_aux: 0.9704, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.3346, loss: 2.3050, grad_norm: 11.2271 2021-07-09 06:23:17,611 - mmaction - INFO - Epoch [133][3120/3757] lr: 1.000e-04, eta: 19:16:08, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9163, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2665, loss: 2.1827, grad_norm: 11.1565 2021-07-09 06:23:38,762 - mmaction - INFO - Epoch [133][3140/3757] lr: 1.000e-04, eta: 19:15:47, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9048, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.1633, loss: 2.0681, grad_norm: 10.8134 2021-07-09 06:23:59,910 - mmaction - INFO - Epoch [133][3160/3757] lr: 1.000e-04, eta: 19:15:25, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9883, top1_acc: 0.6805, top5_acc: 0.8375, loss_cls: 1.3755, loss: 2.3637, grad_norm: 11.2187 2021-07-09 06:24:21,398 - mmaction - INFO - Epoch [133][3180/3757] lr: 1.000e-04, eta: 19:15:04, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9506, top1_acc: 0.6773, top5_acc: 0.8516, loss_cls: 1.3296, loss: 2.2803, grad_norm: 11.0101 2021-07-09 06:24:42,461 - mmaction - INFO - Epoch [133][3200/3757] lr: 1.000e-04, eta: 19:14:42, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9372, top1_acc: 0.6992, top5_acc: 0.8688, loss_cls: 1.2222, loss: 2.1594, grad_norm: 11.2689 2021-07-09 06:25:03,743 - mmaction - INFO - Epoch [133][3220/3757] lr: 1.000e-04, eta: 19:14:21, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9525, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.3114, loss: 2.2639, grad_norm: 11.1952 2021-07-09 06:25:24,663 - mmaction - INFO - Epoch [133][3240/3757] lr: 1.000e-04, eta: 19:13:59, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9263, top1_acc: 0.7008, top5_acc: 0.8602, loss_cls: 1.2714, loss: 2.1977, grad_norm: 11.1345 2021-07-09 06:25:45,981 - mmaction - INFO - Epoch [133][3260/3757] lr: 1.000e-04, eta: 19:13:37, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9845, top1_acc: 0.6867, top5_acc: 0.8586, loss_cls: 1.3341, loss: 2.3186, grad_norm: 11.0198 2021-07-09 06:26:07,213 - mmaction - INFO - Epoch [133][3280/3757] lr: 1.000e-04, eta: 19:13:16, time: 1.061, data_time: 0.011, memory: 6921, loss_aux: 0.9173, top1_acc: 0.7063, top5_acc: 0.8781, loss_cls: 1.2077, loss: 2.1250, grad_norm: 10.9024 2021-07-09 06:26:28,290 - mmaction - INFO - Epoch [133][3300/3757] lr: 1.000e-04, eta: 19:12:54, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9284, top1_acc: 0.7063, top5_acc: 0.8555, loss_cls: 1.2717, loss: 2.2001, grad_norm: 10.7210 2021-07-09 06:26:49,508 - mmaction - INFO - Epoch [133][3320/3757] lr: 1.000e-04, eta: 19:12:33, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9750, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2603, loss: 2.2354, grad_norm: 11.1798 2021-07-09 06:27:10,558 - mmaction - INFO - Epoch [133][3340/3757] lr: 1.000e-04, eta: 19:12:11, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.3469, loss: 2.3243, grad_norm: 11.4045 2021-07-09 06:27:31,766 - mmaction - INFO - Epoch [133][3360/3757] lr: 1.000e-04, eta: 19:11:50, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9413, top1_acc: 0.6805, top5_acc: 0.8492, loss_cls: 1.3339, loss: 2.2751, grad_norm: 11.3005 2021-07-09 06:27:52,968 - mmaction - INFO - Epoch [133][3380/3757] lr: 1.000e-04, eta: 19:11:28, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9512, top1_acc: 0.6891, top5_acc: 0.8570, loss_cls: 1.3051, loss: 2.2563, grad_norm: 11.2743 2021-07-09 06:28:14,126 - mmaction - INFO - Epoch [133][3400/3757] lr: 1.000e-04, eta: 19:11:07, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9087, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2289, loss: 2.1376, grad_norm: 10.8685 2021-07-09 06:28:36,061 - mmaction - INFO - Epoch [133][3420/3757] lr: 1.000e-04, eta: 19:10:45, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9342, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2778, loss: 2.2119, grad_norm: 11.2506 2021-07-09 06:28:57,267 - mmaction - INFO - Epoch [133][3440/3757] lr: 1.000e-04, eta: 19:10:24, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9005, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2136, loss: 2.1141, grad_norm: 11.2216 2021-07-09 06:29:18,540 - mmaction - INFO - Epoch [133][3460/3757] lr: 1.000e-04, eta: 19:10:02, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9343, top1_acc: 0.6953, top5_acc: 0.8727, loss_cls: 1.2520, loss: 2.1862, grad_norm: 11.4240 2021-07-09 06:29:39,636 - mmaction - INFO - Epoch [133][3480/3757] lr: 1.000e-04, eta: 19:09:41, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9385, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2292, loss: 2.1677, grad_norm: 10.9331 2021-07-09 06:30:01,310 - mmaction - INFO - Epoch [133][3500/3757] lr: 1.000e-04, eta: 19:09:19, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9216, top1_acc: 0.7047, top5_acc: 0.8602, loss_cls: 1.2730, loss: 2.1946, grad_norm: 11.2106 2021-07-09 06:30:22,230 - mmaction - INFO - Epoch [133][3520/3757] lr: 1.000e-04, eta: 19:08:57, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9440, top1_acc: 0.6937, top5_acc: 0.8547, loss_cls: 1.2842, loss: 2.2282, grad_norm: 11.3342 2021-07-09 06:30:42,972 - mmaction - INFO - Epoch [133][3540/3757] lr: 1.000e-04, eta: 19:08:36, time: 1.037, data_time: 0.005, memory: 6921, loss_aux: 0.9130, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2293, loss: 2.1423, grad_norm: 10.9542 2021-07-09 06:31:04,187 - mmaction - INFO - Epoch [133][3560/3757] lr: 1.000e-04, eta: 19:08:14, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9783, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.3312, loss: 2.3095, grad_norm: 11.4115 2021-07-09 06:31:25,372 - mmaction - INFO - Epoch [133][3580/3757] lr: 1.000e-04, eta: 19:07:53, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9105, top1_acc: 0.7125, top5_acc: 0.8781, loss_cls: 1.1960, loss: 2.1066, grad_norm: 11.0048 2021-07-09 06:31:47,482 - mmaction - INFO - Epoch [133][3600/3757] lr: 1.000e-04, eta: 19:07:31, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 0.9479, top1_acc: 0.7078, top5_acc: 0.8633, loss_cls: 1.2471, loss: 2.1950, grad_norm: 10.9083 2021-07-09 06:32:08,549 - mmaction - INFO - Epoch [133][3620/3757] lr: 1.000e-04, eta: 19:07:10, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9511, top1_acc: 0.7016, top5_acc: 0.8578, loss_cls: 1.2770, loss: 2.2281, grad_norm: 11.1713 2021-07-09 06:32:29,694 - mmaction - INFO - Epoch [133][3640/3757] lr: 1.000e-04, eta: 19:06:48, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9449, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.2635, loss: 2.2084, grad_norm: 11.2688 2021-07-09 06:32:51,378 - mmaction - INFO - Epoch [133][3660/3757] lr: 1.000e-04, eta: 19:06:27, time: 1.085, data_time: 0.006, memory: 6921, loss_aux: 0.9766, top1_acc: 0.6867, top5_acc: 0.8562, loss_cls: 1.3464, loss: 2.3230, grad_norm: 11.1704 2021-07-09 06:33:12,451 - mmaction - INFO - Epoch [133][3680/3757] lr: 1.000e-04, eta: 19:06:05, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9171, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2362, loss: 2.1533, grad_norm: 11.3112 2021-07-09 06:33:33,526 - mmaction - INFO - Epoch [133][3700/3757] lr: 1.000e-04, eta: 19:05:44, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6844, top5_acc: 0.8594, loss_cls: 1.3072, loss: 2.2717, grad_norm: 11.5269 2021-07-09 06:33:54,571 - mmaction - INFO - Epoch [133][3720/3757] lr: 1.000e-04, eta: 19:05:22, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6641, top5_acc: 0.8406, loss_cls: 1.3925, loss: 2.3952, grad_norm: 11.6732 2021-07-09 06:34:16,198 - mmaction - INFO - Epoch [133][3740/3757] lr: 1.000e-04, eta: 19:05:01, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 0.9162, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2131, loss: 2.1293, grad_norm: 10.8839 2021-07-09 06:34:34,573 - mmaction - INFO - Saving checkpoint at 133 epochs 2021-07-09 06:35:37,049 - mmaction - INFO - Epoch [134][20/3757] lr: 1.000e-04, eta: 19:04:23, time: 3.045, data_time: 2.012, memory: 6921, loss_aux: 0.9699, top1_acc: 0.7047, top5_acc: 0.8617, loss_cls: 1.2768, loss: 2.2467, grad_norm: 11.2340 2021-07-09 06:35:58,144 - mmaction - INFO - Epoch [134][40/3757] lr: 1.000e-04, eta: 19:04:02, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 0.9087, top1_acc: 0.7172, top5_acc: 0.8836, loss_cls: 1.1597, loss: 2.0685, grad_norm: 10.9262 2021-07-09 06:36:19,007 - mmaction - INFO - Epoch [134][60/3757] lr: 1.000e-04, eta: 19:03:40, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 1.0038, top1_acc: 0.6773, top5_acc: 0.8430, loss_cls: 1.3726, loss: 2.3764, grad_norm: 11.4120 2021-07-09 06:36:40,621 - mmaction - INFO - Epoch [134][80/3757] lr: 1.000e-04, eta: 19:03:19, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 0.9654, top1_acc: 0.6805, top5_acc: 0.8711, loss_cls: 1.2640, loss: 2.2294, grad_norm: 11.3331 2021-07-09 06:37:01,815 - mmaction - INFO - Epoch [134][100/3757] lr: 1.000e-04, eta: 19:02:57, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9587, top1_acc: 0.7055, top5_acc: 0.8633, loss_cls: 1.2927, loss: 2.2514, grad_norm: 11.2211 2021-07-09 06:37:22,923 - mmaction - INFO - Epoch [134][120/3757] lr: 1.000e-04, eta: 19:02:36, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9032, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2417, loss: 2.1449, grad_norm: 11.0353 2021-07-09 06:37:44,150 - mmaction - INFO - Epoch [134][140/3757] lr: 1.000e-04, eta: 19:02:14, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6727, top5_acc: 0.8492, loss_cls: 1.3866, loss: 2.3839, grad_norm: 11.7048 2021-07-09 06:38:05,354 - mmaction - INFO - Epoch [134][160/3757] lr: 1.000e-04, eta: 19:01:53, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0000, top1_acc: 0.6898, top5_acc: 0.8578, loss_cls: 1.3405, loss: 2.3405, grad_norm: 11.3346 2021-07-09 06:38:26,657 - mmaction - INFO - Epoch [134][180/3757] lr: 1.000e-04, eta: 19:01:31, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.8791, top1_acc: 0.7117, top5_acc: 0.8703, loss_cls: 1.1859, loss: 2.0650, grad_norm: 10.6645 2021-07-09 06:38:47,641 - mmaction - INFO - Epoch [134][200/3757] lr: 1.000e-04, eta: 19:01:10, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9408, top1_acc: 0.7031, top5_acc: 0.8570, loss_cls: 1.2608, loss: 2.2015, grad_norm: 11.0766 2021-07-09 06:39:08,959 - mmaction - INFO - Epoch [134][220/3757] lr: 1.000e-04, eta: 19:00:48, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9137, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2774, loss: 2.1911, grad_norm: 10.9938 2021-07-09 06:39:30,091 - mmaction - INFO - Epoch [134][240/3757] lr: 1.000e-04, eta: 19:00:26, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3556, loss: 2.3376, grad_norm: 11.2283 2021-07-09 06:39:52,072 - mmaction - INFO - Epoch [134][260/3757] lr: 1.000e-04, eta: 19:00:05, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6586, top5_acc: 0.8625, loss_cls: 1.3617, loss: 2.3338, grad_norm: 11.6109 2021-07-09 06:40:12,960 - mmaction - INFO - Epoch [134][280/3757] lr: 1.000e-04, eta: 18:59:43, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6961, top5_acc: 0.8523, loss_cls: 1.3086, loss: 2.2721, grad_norm: 11.3605 2021-07-09 06:40:34,043 - mmaction - INFO - Epoch [134][300/3757] lr: 1.000e-04, eta: 18:59:22, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9432, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.3144, loss: 2.2576, grad_norm: 11.4387 2021-07-09 06:40:55,041 - mmaction - INFO - Epoch [134][320/3757] lr: 1.000e-04, eta: 18:59:00, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9548, top1_acc: 0.6984, top5_acc: 0.8508, loss_cls: 1.3094, loss: 2.2642, grad_norm: 11.2847 2021-07-09 06:41:16,124 - mmaction - INFO - Epoch [134][340/3757] lr: 1.000e-04, eta: 18:58:39, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9600, top1_acc: 0.6898, top5_acc: 0.8742, loss_cls: 1.2509, loss: 2.2108, grad_norm: 11.1308 2021-07-09 06:41:37,981 - mmaction - INFO - Epoch [134][360/3757] lr: 1.000e-04, eta: 18:58:17, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 0.9311, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2854, loss: 2.2165, grad_norm: 10.5968 2021-07-09 06:41:58,948 - mmaction - INFO - Epoch [134][380/3757] lr: 1.000e-04, eta: 18:57:56, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9236, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.2132, loss: 2.1368, grad_norm: 10.8799 2021-07-09 06:42:19,976 - mmaction - INFO - Epoch [134][400/3757] lr: 1.000e-04, eta: 18:57:34, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9142, top1_acc: 0.7180, top5_acc: 0.8914, loss_cls: 1.1546, loss: 2.0687, grad_norm: 10.8686 2021-07-09 06:42:41,089 - mmaction - INFO - Epoch [134][420/3757] lr: 1.000e-04, eta: 18:57:13, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9433, top1_acc: 0.7039, top5_acc: 0.8586, loss_cls: 1.2889, loss: 2.2322, grad_norm: 11.3675 2021-07-09 06:43:02,335 - mmaction - INFO - Epoch [134][440/3757] lr: 1.000e-04, eta: 18:56:51, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9527, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3041, loss: 2.2568, grad_norm: 11.5039 2021-07-09 06:43:23,340 - mmaction - INFO - Epoch [134][460/3757] lr: 1.000e-04, eta: 18:56:29, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6820, top5_acc: 0.8484, loss_cls: 1.3769, loss: 2.3744, grad_norm: 11.5018 2021-07-09 06:43:44,333 - mmaction - INFO - Epoch [134][480/3757] lr: 1.000e-04, eta: 18:56:08, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9180, top1_acc: 0.7102, top5_acc: 0.8695, loss_cls: 1.2179, loss: 2.1359, grad_norm: 11.0127 2021-07-09 06:44:05,869 - mmaction - INFO - Epoch [134][500/3757] lr: 1.000e-04, eta: 18:55:46, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9355, top1_acc: 0.6992, top5_acc: 0.8602, loss_cls: 1.2731, loss: 2.2086, grad_norm: 11.0282 2021-07-09 06:44:27,194 - mmaction - INFO - Epoch [134][520/3757] lr: 1.000e-04, eta: 18:55:25, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9536, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2903, loss: 2.2438, grad_norm: 11.4759 2021-07-09 06:44:48,539 - mmaction - INFO - Epoch [134][540/3757] lr: 1.000e-04, eta: 18:55:03, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9498, top1_acc: 0.6906, top5_acc: 0.8656, loss_cls: 1.2832, loss: 2.2330, grad_norm: 11.0929 2021-07-09 06:45:09,646 - mmaction - INFO - Epoch [134][560/3757] lr: 1.000e-04, eta: 18:54:42, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9799, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3719, loss: 2.3518, grad_norm: 11.6030 2021-07-09 06:45:30,935 - mmaction - INFO - Epoch [134][580/3757] lr: 1.000e-04, eta: 18:54:20, time: 1.065, data_time: 0.006, memory: 6921, loss_aux: 0.9274, top1_acc: 0.7055, top5_acc: 0.8570, loss_cls: 1.2800, loss: 2.2074, grad_norm: 11.0343 2021-07-09 06:45:52,679 - mmaction - INFO - Epoch [134][600/3757] lr: 1.000e-04, eta: 18:53:59, time: 1.087, data_time: 0.007, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6750, top5_acc: 0.8602, loss_cls: 1.3325, loss: 2.3256, grad_norm: 11.5658 2021-07-09 06:46:13,643 - mmaction - INFO - Epoch [134][620/3757] lr: 1.000e-04, eta: 18:53:37, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 0.9065, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.1657, loss: 2.0722, grad_norm: 10.6909 2021-07-09 06:46:34,740 - mmaction - INFO - Epoch [134][640/3757] lr: 1.000e-04, eta: 18:53:16, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9501, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2403, loss: 2.1904, grad_norm: 11.2070 2021-07-09 06:46:55,818 - mmaction - INFO - Epoch [134][660/3757] lr: 1.000e-04, eta: 18:52:54, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6805, top5_acc: 0.8531, loss_cls: 1.3461, loss: 2.3489, grad_norm: 11.6500 2021-07-09 06:47:17,026 - mmaction - INFO - Epoch [134][680/3757] lr: 1.000e-04, eta: 18:52:32, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9133, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2313, loss: 2.1446, grad_norm: 10.9233 2021-07-09 06:47:38,037 - mmaction - INFO - Epoch [134][700/3757] lr: 1.000e-04, eta: 18:52:11, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9431, top1_acc: 0.7078, top5_acc: 0.8641, loss_cls: 1.2923, loss: 2.2354, grad_norm: 11.4517 2021-07-09 06:47:59,358 - mmaction - INFO - Epoch [134][720/3757] lr: 1.000e-04, eta: 18:51:49, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9242, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.2355, loss: 2.1597, grad_norm: 10.9758 2021-07-09 06:48:20,338 - mmaction - INFO - Epoch [134][740/3757] lr: 1.000e-04, eta: 18:51:28, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9101, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2672, loss: 2.1773, grad_norm: 11.3190 2021-07-09 06:48:41,322 - mmaction - INFO - Epoch [134][760/3757] lr: 1.000e-04, eta: 18:51:06, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9519, top1_acc: 0.6820, top5_acc: 0.8492, loss_cls: 1.3360, loss: 2.2879, grad_norm: 11.4332 2021-07-09 06:49:02,370 - mmaction - INFO - Epoch [134][780/3757] lr: 1.000e-04, eta: 18:50:45, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9898, top1_acc: 0.6789, top5_acc: 0.8539, loss_cls: 1.3452, loss: 2.3349, grad_norm: 11.1077 2021-07-09 06:49:23,608 - mmaction - INFO - Epoch [134][800/3757] lr: 1.000e-04, eta: 18:50:23, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.2853, loss: 2.2632, grad_norm: 11.0256 2021-07-09 06:49:44,935 - mmaction - INFO - Epoch [134][820/3757] lr: 1.000e-04, eta: 18:50:02, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9475, top1_acc: 0.6813, top5_acc: 0.8602, loss_cls: 1.3215, loss: 2.2690, grad_norm: 11.2834 2021-07-09 06:50:06,223 - mmaction - INFO - Epoch [134][840/3757] lr: 1.000e-04, eta: 18:49:40, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9419, top1_acc: 0.6898, top5_acc: 0.8586, loss_cls: 1.2816, loss: 2.2236, grad_norm: 11.1064 2021-07-09 06:50:27,391 - mmaction - INFO - Epoch [134][860/3757] lr: 1.000e-04, eta: 18:49:18, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9217, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2321, loss: 2.1538, grad_norm: 10.8618 2021-07-09 06:50:49,169 - mmaction - INFO - Epoch [134][880/3757] lr: 1.000e-04, eta: 18:48:57, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.3166, loss: 2.2843, grad_norm: 11.3578 2021-07-09 06:51:10,963 - mmaction - INFO - Epoch [134][900/3757] lr: 1.000e-04, eta: 18:48:36, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9722, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3060, loss: 2.2782, grad_norm: 11.3083 2021-07-09 06:51:32,048 - mmaction - INFO - Epoch [134][920/3757] lr: 1.000e-04, eta: 18:48:14, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 1.0064, top1_acc: 0.6813, top5_acc: 0.8422, loss_cls: 1.3831, loss: 2.3895, grad_norm: 11.4284 2021-07-09 06:51:53,105 - mmaction - INFO - Epoch [134][940/3757] lr: 1.000e-04, eta: 18:47:52, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9525, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2818, loss: 2.2342, grad_norm: 11.0829 2021-07-09 06:52:14,280 - mmaction - INFO - Epoch [134][960/3757] lr: 1.000e-04, eta: 18:47:31, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6789, top5_acc: 0.8531, loss_cls: 1.3485, loss: 2.3480, grad_norm: 11.5672 2021-07-09 06:52:35,886 - mmaction - INFO - Epoch [134][980/3757] lr: 1.000e-04, eta: 18:47:09, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9338, top1_acc: 0.6937, top5_acc: 0.8578, loss_cls: 1.2955, loss: 2.2292, grad_norm: 11.0181 2021-07-09 06:52:56,778 - mmaction - INFO - Epoch [134][1000/3757] lr: 1.000e-04, eta: 18:46:48, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9495, top1_acc: 0.6875, top5_acc: 0.8516, loss_cls: 1.3014, loss: 2.2510, grad_norm: 10.9511 2021-07-09 06:53:18,617 - mmaction - INFO - Epoch [134][1020/3757] lr: 1.000e-04, eta: 18:46:26, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9604, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.3140, loss: 2.2744, grad_norm: 11.2370 2021-07-09 06:53:39,526 - mmaction - INFO - Epoch [134][1040/3757] lr: 1.000e-04, eta: 18:46:05, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6922, top5_acc: 0.8492, loss_cls: 1.3013, loss: 2.2736, grad_norm: 11.2385 2021-07-09 06:54:00,529 - mmaction - INFO - Epoch [134][1060/3757] lr: 1.000e-04, eta: 18:45:43, time: 1.050, data_time: 0.006, memory: 6921, loss_aux: 0.9351, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2515, loss: 2.1866, grad_norm: 11.2456 2021-07-09 06:54:21,856 - mmaction - INFO - Epoch [134][1080/3757] lr: 1.000e-04, eta: 18:45:22, time: 1.066, data_time: 0.023, memory: 6921, loss_aux: 0.9071, top1_acc: 0.7148, top5_acc: 0.8734, loss_cls: 1.2354, loss: 2.1425, grad_norm: 10.9222 2021-07-09 06:54:43,157 - mmaction - INFO - Epoch [134][1100/3757] lr: 1.000e-04, eta: 18:45:00, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6859, top5_acc: 0.8445, loss_cls: 1.3374, loss: 2.3180, grad_norm: 11.3275 2021-07-09 06:55:04,257 - mmaction - INFO - Epoch [134][1120/3757] lr: 1.000e-04, eta: 18:44:39, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9277, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.2245, loss: 2.1523, grad_norm: 11.1869 2021-07-09 06:55:25,215 - mmaction - INFO - Epoch [134][1140/3757] lr: 1.000e-04, eta: 18:44:17, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9720, top1_acc: 0.6758, top5_acc: 0.8531, loss_cls: 1.3563, loss: 2.3283, grad_norm: 11.3289 2021-07-09 06:55:46,329 - mmaction - INFO - Epoch [134][1160/3757] lr: 1.000e-04, eta: 18:43:55, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9812, top1_acc: 0.6844, top5_acc: 0.8469, loss_cls: 1.3719, loss: 2.3530, grad_norm: 11.5669 2021-07-09 06:56:07,616 - mmaction - INFO - Epoch [134][1180/3757] lr: 1.000e-04, eta: 18:43:34, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9318, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2616, loss: 2.1934, grad_norm: 11.3288 2021-07-09 06:56:28,958 - mmaction - INFO - Epoch [134][1200/3757] lr: 1.000e-04, eta: 18:43:12, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9923, top1_acc: 0.6789, top5_acc: 0.8508, loss_cls: 1.3602, loss: 2.3525, grad_norm: 11.2088 2021-07-09 06:56:50,142 - mmaction - INFO - Epoch [134][1220/3757] lr: 1.000e-04, eta: 18:42:51, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6992, top5_acc: 0.8555, loss_cls: 1.2832, loss: 2.2378, grad_norm: 11.0821 2021-07-09 06:57:11,110 - mmaction - INFO - Epoch [134][1240/3757] lr: 1.000e-04, eta: 18:42:29, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3566, loss: 2.3380, grad_norm: 11.6274 2021-07-09 06:57:32,180 - mmaction - INFO - Epoch [134][1260/3757] lr: 1.000e-04, eta: 18:42:08, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9082, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2386, loss: 2.1468, grad_norm: 11.2153 2021-07-09 06:57:53,390 - mmaction - INFO - Epoch [134][1280/3757] lr: 1.000e-04, eta: 18:41:46, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6945, top5_acc: 0.8641, loss_cls: 1.2739, loss: 2.2400, grad_norm: 11.1591 2021-07-09 06:58:14,953 - mmaction - INFO - Epoch [134][1300/3757] lr: 1.000e-04, eta: 18:41:25, time: 1.080, data_time: 0.006, memory: 6921, loss_aux: 0.9365, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2274, loss: 2.1640, grad_norm: 11.0510 2021-07-09 06:58:36,609 - mmaction - INFO - Epoch [134][1320/3757] lr: 1.000e-04, eta: 18:41:03, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 1.0103, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3715, loss: 2.3818, grad_norm: 11.7231 2021-07-09 06:58:57,516 - mmaction - INFO - Epoch [134][1340/3757] lr: 1.000e-04, eta: 18:40:42, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9379, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.2260, loss: 2.1638, grad_norm: 10.9564 2021-07-09 06:59:18,747 - mmaction - INFO - Epoch [134][1360/3757] lr: 1.000e-04, eta: 18:40:20, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9092, top1_acc: 0.7063, top5_acc: 0.8633, loss_cls: 1.2614, loss: 2.1706, grad_norm: 11.1829 2021-07-09 06:59:39,744 - mmaction - INFO - Epoch [134][1380/3757] lr: 1.000e-04, eta: 18:39:58, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.8993, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.2585, loss: 2.1577, grad_norm: 11.3516 2021-07-09 07:00:01,125 - mmaction - INFO - Epoch [134][1400/3757] lr: 1.000e-04, eta: 18:39:37, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9388, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2487, loss: 2.1874, grad_norm: 11.0579 2021-07-09 07:00:22,913 - mmaction - INFO - Epoch [134][1420/3757] lr: 1.000e-04, eta: 18:39:15, time: 1.089, data_time: 0.028, memory: 6921, loss_aux: 0.9443, top1_acc: 0.6969, top5_acc: 0.8609, loss_cls: 1.2708, loss: 2.2151, grad_norm: 10.9634 2021-07-09 07:00:44,285 - mmaction - INFO - Epoch [134][1440/3757] lr: 1.000e-04, eta: 18:38:54, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9132, top1_acc: 0.7031, top5_acc: 0.8609, loss_cls: 1.2569, loss: 2.1701, grad_norm: 11.2165 2021-07-09 07:01:05,313 - mmaction - INFO - Epoch [134][1460/3757] lr: 1.000e-04, eta: 18:38:32, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9221, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2474, loss: 2.1696, grad_norm: 11.0831 2021-07-09 07:01:26,310 - mmaction - INFO - Epoch [134][1480/3757] lr: 1.000e-04, eta: 18:38:11, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9375, top1_acc: 0.6969, top5_acc: 0.8844, loss_cls: 1.2250, loss: 2.1625, grad_norm: 11.2173 2021-07-09 07:01:47,397 - mmaction - INFO - Epoch [134][1500/3757] lr: 1.000e-04, eta: 18:37:49, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9724, top1_acc: 0.6898, top5_acc: 0.8703, loss_cls: 1.2960, loss: 2.2684, grad_norm: 11.1108 2021-07-09 07:02:08,440 - mmaction - INFO - Epoch [134][1520/3757] lr: 1.000e-04, eta: 18:37:28, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9118, top1_acc: 0.7063, top5_acc: 0.8695, loss_cls: 1.2223, loss: 2.1341, grad_norm: 10.9591 2021-07-09 07:02:29,734 - mmaction - INFO - Epoch [134][1540/3757] lr: 1.000e-04, eta: 18:37:06, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9417, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2484, loss: 2.1901, grad_norm: 11.1363 2021-07-09 07:02:51,058 - mmaction - INFO - Epoch [134][1560/3757] lr: 1.000e-04, eta: 18:36:45, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9255, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.2768, loss: 2.2023, grad_norm: 11.2002 2021-07-09 07:03:11,887 - mmaction - INFO - Epoch [134][1580/3757] lr: 1.000e-04, eta: 18:36:23, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 0.9067, top1_acc: 0.7156, top5_acc: 0.8734, loss_cls: 1.2164, loss: 2.1231, grad_norm: 10.7985 2021-07-09 07:03:33,336 - mmaction - INFO - Epoch [134][1600/3757] lr: 1.000e-04, eta: 18:36:01, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6945, top5_acc: 0.8602, loss_cls: 1.2935, loss: 2.2492, grad_norm: 11.2606 2021-07-09 07:03:54,519 - mmaction - INFO - Epoch [134][1620/3757] lr: 1.000e-04, eta: 18:35:40, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9675, top1_acc: 0.6953, top5_acc: 0.8570, loss_cls: 1.2952, loss: 2.2627, grad_norm: 11.2837 2021-07-09 07:04:15,632 - mmaction - INFO - Epoch [134][1640/3757] lr: 1.000e-04, eta: 18:35:18, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9097, top1_acc: 0.7188, top5_acc: 0.8812, loss_cls: 1.1875, loss: 2.0972, grad_norm: 10.8336 2021-07-09 07:04:36,710 - mmaction - INFO - Epoch [134][1660/3757] lr: 1.000e-04, eta: 18:34:57, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9825, top1_acc: 0.6664, top5_acc: 0.8617, loss_cls: 1.3313, loss: 2.3138, grad_norm: 11.2246 2021-07-09 07:04:57,974 - mmaction - INFO - Epoch [134][1680/3757] lr: 1.000e-04, eta: 18:34:35, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9497, top1_acc: 0.6969, top5_acc: 0.8602, loss_cls: 1.2604, loss: 2.2101, grad_norm: 11.0561 2021-07-09 07:05:19,070 - mmaction - INFO - Epoch [134][1700/3757] lr: 1.000e-04, eta: 18:34:14, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9079, top1_acc: 0.7188, top5_acc: 0.8648, loss_cls: 1.1976, loss: 2.1056, grad_norm: 10.9396 2021-07-09 07:05:41,017 - mmaction - INFO - Epoch [134][1720/3757] lr: 1.000e-04, eta: 18:33:52, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 0.9174, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2733, loss: 2.1907, grad_norm: 11.5766 2021-07-09 07:06:02,214 - mmaction - INFO - Epoch [134][1740/3757] lr: 1.000e-04, eta: 18:33:31, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9470, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2234, loss: 2.1704, grad_norm: 10.9399 2021-07-09 07:06:23,285 - mmaction - INFO - Epoch [134][1760/3757] lr: 1.000e-04, eta: 18:33:09, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6914, top5_acc: 0.8578, loss_cls: 1.3031, loss: 2.2748, grad_norm: 11.2044 2021-07-09 07:06:44,214 - mmaction - INFO - Epoch [134][1780/3757] lr: 1.000e-04, eta: 18:32:48, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9761, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3002, loss: 2.2763, grad_norm: 11.3952 2021-07-09 07:07:05,349 - mmaction - INFO - Epoch [134][1800/3757] lr: 1.000e-04, eta: 18:32:26, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6922, top5_acc: 0.8500, loss_cls: 1.3333, loss: 2.3000, grad_norm: 11.3692 2021-07-09 07:07:26,389 - mmaction - INFO - Epoch [134][1820/3757] lr: 1.000e-04, eta: 18:32:04, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9267, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2275, loss: 2.1541, grad_norm: 10.7944 2021-07-09 07:07:47,497 - mmaction - INFO - Epoch [134][1840/3757] lr: 1.000e-04, eta: 18:31:43, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9447, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2618, loss: 2.2065, grad_norm: 10.9173 2021-07-09 07:08:08,572 - mmaction - INFO - Epoch [134][1860/3757] lr: 1.000e-04, eta: 18:31:21, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9370, top1_acc: 0.6961, top5_acc: 0.8461, loss_cls: 1.3155, loss: 2.2526, grad_norm: 11.0715 2021-07-09 07:08:30,115 - mmaction - INFO - Epoch [134][1880/3757] lr: 1.000e-04, eta: 18:31:00, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9350, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2408, loss: 2.1758, grad_norm: 11.2239 2021-07-09 07:08:51,289 - mmaction - INFO - Epoch [134][1900/3757] lr: 1.000e-04, eta: 18:30:38, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9654, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3174, loss: 2.2828, grad_norm: 11.2681 2021-07-09 07:09:12,324 - mmaction - INFO - Epoch [134][1920/3757] lr: 1.000e-04, eta: 18:30:17, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 0.9770, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2795, loss: 2.2564, grad_norm: 11.0678 2021-07-09 07:09:33,911 - mmaction - INFO - Epoch [134][1940/3757] lr: 1.000e-04, eta: 18:29:55, time: 1.080, data_time: 0.006, memory: 6921, loss_aux: 0.9348, top1_acc: 0.7000, top5_acc: 0.8586, loss_cls: 1.2824, loss: 2.2172, grad_norm: 11.1455 2021-07-09 07:09:54,989 - mmaction - INFO - Epoch [134][1960/3757] lr: 1.000e-04, eta: 18:29:34, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9220, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2374, loss: 2.1593, grad_norm: 11.1225 2021-07-09 07:10:15,816 - mmaction - INFO - Epoch [134][1980/3757] lr: 1.000e-04, eta: 18:29:12, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 0.9814, top1_acc: 0.6758, top5_acc: 0.8484, loss_cls: 1.3722, loss: 2.3535, grad_norm: 11.7704 2021-07-09 07:10:37,200 - mmaction - INFO - Epoch [134][2000/3757] lr: 1.000e-04, eta: 18:28:51, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9885, top1_acc: 0.6773, top5_acc: 0.8555, loss_cls: 1.3565, loss: 2.3450, grad_norm: 11.8151 2021-07-09 07:10:58,381 - mmaction - INFO - Epoch [134][2020/3757] lr: 1.000e-04, eta: 18:28:29, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9503, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2685, loss: 2.2188, grad_norm: 11.1502 2021-07-09 07:11:19,739 - mmaction - INFO - Epoch [134][2040/3757] lr: 1.000e-04, eta: 18:28:07, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9597, top1_acc: 0.6789, top5_acc: 0.8617, loss_cls: 1.3016, loss: 2.2613, grad_norm: 11.6136 2021-07-09 07:11:40,575 - mmaction - INFO - Epoch [134][2060/3757] lr: 1.000e-04, eta: 18:27:46, time: 1.042, data_time: 0.005, memory: 6921, loss_aux: 0.9369, top1_acc: 0.6906, top5_acc: 0.8531, loss_cls: 1.3223, loss: 2.2591, grad_norm: 11.2351 2021-07-09 07:12:02,185 - mmaction - INFO - Epoch [134][2080/3757] lr: 1.000e-04, eta: 18:27:24, time: 1.082, data_time: 0.006, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3104, loss: 2.2661, grad_norm: 11.3505 2021-07-09 07:12:23,354 - mmaction - INFO - Epoch [134][2100/3757] lr: 1.000e-04, eta: 18:27:03, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9636, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3359, loss: 2.2995, grad_norm: 11.2793 2021-07-09 07:12:44,472 - mmaction - INFO - Epoch [134][2120/3757] lr: 1.000e-04, eta: 18:26:41, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9485, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2856, loss: 2.2341, grad_norm: 11.1516 2021-07-09 07:13:05,671 - mmaction - INFO - Epoch [134][2140/3757] lr: 1.000e-04, eta: 18:26:20, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9358, top1_acc: 0.6883, top5_acc: 0.8648, loss_cls: 1.2883, loss: 2.2241, grad_norm: 11.0719 2021-07-09 07:13:27,036 - mmaction - INFO - Epoch [134][2160/3757] lr: 1.000e-04, eta: 18:25:58, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9575, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2644, loss: 2.2219, grad_norm: 11.4753 2021-07-09 07:13:48,042 - mmaction - INFO - Epoch [134][2180/3757] lr: 1.000e-04, eta: 18:25:37, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9507, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.2661, loss: 2.2168, grad_norm: 10.8815 2021-07-09 07:14:09,211 - mmaction - INFO - Epoch [134][2200/3757] lr: 1.000e-04, eta: 18:25:15, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9802, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.3027, loss: 2.2829, grad_norm: 11.3831 2021-07-09 07:14:30,435 - mmaction - INFO - Epoch [134][2220/3757] lr: 1.000e-04, eta: 18:24:54, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 0.9345, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2622, loss: 2.1967, grad_norm: 11.3633 2021-07-09 07:14:51,601 - mmaction - INFO - Epoch [134][2240/3757] lr: 1.000e-04, eta: 18:24:32, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9639, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3409, loss: 2.3047, grad_norm: 11.4630 2021-07-09 07:15:12,942 - mmaction - INFO - Epoch [134][2260/3757] lr: 1.000e-04, eta: 18:24:10, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9204, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2237, loss: 2.1441, grad_norm: 10.7672 2021-07-09 07:15:34,393 - mmaction - INFO - Epoch [134][2280/3757] lr: 1.000e-04, eta: 18:23:49, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9080, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2227, loss: 2.1307, grad_norm: 10.9404 2021-07-09 07:15:55,898 - mmaction - INFO - Epoch [134][2300/3757] lr: 1.000e-04, eta: 18:23:27, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9528, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.2662, loss: 2.2190, grad_norm: 11.0995 2021-07-09 07:16:17,147 - mmaction - INFO - Epoch [134][2320/3757] lr: 1.000e-04, eta: 18:23:06, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9484, top1_acc: 0.6867, top5_acc: 0.8492, loss_cls: 1.3012, loss: 2.2495, grad_norm: 11.0714 2021-07-09 07:16:38,117 - mmaction - INFO - Epoch [134][2340/3757] lr: 1.000e-04, eta: 18:22:44, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 0.9531, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3275, loss: 2.2806, grad_norm: 11.2534 2021-07-09 07:17:00,034 - mmaction - INFO - Epoch [134][2360/3757] lr: 1.000e-04, eta: 18:22:23, time: 1.097, data_time: 0.041, memory: 6921, loss_aux: 0.9586, top1_acc: 0.6961, top5_acc: 0.8609, loss_cls: 1.2701, loss: 2.2287, grad_norm: 11.2017 2021-07-09 07:17:21,057 - mmaction - INFO - Epoch [134][2380/3757] lr: 1.000e-04, eta: 18:22:01, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 0.9703, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.3248, loss: 2.2951, grad_norm: 11.4423 2021-07-09 07:17:42,178 - mmaction - INFO - Epoch [134][2400/3757] lr: 1.000e-04, eta: 18:21:40, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9138, top1_acc: 0.7078, top5_acc: 0.8602, loss_cls: 1.2526, loss: 2.1663, grad_norm: 10.6889 2021-07-09 07:18:03,207 - mmaction - INFO - Epoch [134][2420/3757] lr: 1.000e-04, eta: 18:21:18, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9691, top1_acc: 0.6797, top5_acc: 0.8516, loss_cls: 1.3220, loss: 2.2911, grad_norm: 11.2942 2021-07-09 07:18:24,197 - mmaction - INFO - Epoch [134][2440/3757] lr: 1.000e-04, eta: 18:20:57, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0359, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.3990, loss: 2.4350, grad_norm: 11.9060 2021-07-09 07:18:46,076 - mmaction - INFO - Epoch [134][2460/3757] lr: 1.000e-04, eta: 18:20:35, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 0.9436, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3167, loss: 2.2603, grad_norm: 11.6711 2021-07-09 07:19:07,673 - mmaction - INFO - Epoch [134][2480/3757] lr: 1.000e-04, eta: 18:20:14, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9341, top1_acc: 0.7086, top5_acc: 0.8617, loss_cls: 1.2454, loss: 2.1796, grad_norm: 10.8477 2021-07-09 07:19:28,702 - mmaction - INFO - Epoch [134][2500/3757] lr: 1.000e-04, eta: 18:19:52, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9682, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.3152, loss: 2.2834, grad_norm: 11.7527 2021-07-09 07:19:49,780 - mmaction - INFO - Epoch [134][2520/3757] lr: 1.000e-04, eta: 18:19:31, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9843, top1_acc: 0.6977, top5_acc: 0.8570, loss_cls: 1.3428, loss: 2.3272, grad_norm: 11.2213 2021-07-09 07:20:10,864 - mmaction - INFO - Epoch [134][2540/3757] lr: 1.000e-04, eta: 18:19:09, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9489, top1_acc: 0.6945, top5_acc: 0.8602, loss_cls: 1.2836, loss: 2.2325, grad_norm: 11.3654 2021-07-09 07:20:32,026 - mmaction - INFO - Epoch [134][2560/3757] lr: 1.000e-04, eta: 18:18:47, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9711, top1_acc: 0.6898, top5_acc: 0.8773, loss_cls: 1.2912, loss: 2.2623, grad_norm: 11.2631 2021-07-09 07:20:54,517 - mmaction - INFO - Epoch [134][2580/3757] lr: 1.000e-04, eta: 18:18:26, time: 1.126, data_time: 0.004, memory: 6921, loss_aux: 0.9460, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3140, loss: 2.2599, grad_norm: 11.3629 2021-07-09 07:21:16,100 - mmaction - INFO - Epoch [134][2600/3757] lr: 1.000e-04, eta: 18:18:05, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9514, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2931, loss: 2.2445, grad_norm: 11.5628 2021-07-09 07:21:36,666 - mmaction - INFO - Epoch [134][2620/3757] lr: 1.000e-04, eta: 18:17:43, time: 1.027, data_time: 0.001, memory: 6921, loss_aux: 0.9482, top1_acc: 0.6977, top5_acc: 0.8609, loss_cls: 1.2757, loss: 2.2239, grad_norm: 10.9355 2021-07-09 07:21:58,456 - mmaction - INFO - Epoch [134][2640/3757] lr: 1.000e-04, eta: 18:17:21, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 0.9600, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3131, loss: 2.2731, grad_norm: 11.4562 2021-07-09 07:22:19,572 - mmaction - INFO - Epoch [134][2660/3757] lr: 1.000e-04, eta: 18:17:00, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9413, top1_acc: 0.6820, top5_acc: 0.8508, loss_cls: 1.3066, loss: 2.2479, grad_norm: 11.2811 2021-07-09 07:22:40,603 - mmaction - INFO - Epoch [134][2680/3757] lr: 1.000e-04, eta: 18:16:38, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0021, top1_acc: 0.6687, top5_acc: 0.8609, loss_cls: 1.3472, loss: 2.3493, grad_norm: 11.3361 2021-07-09 07:23:01,660 - mmaction - INFO - Epoch [134][2700/3757] lr: 1.000e-04, eta: 18:16:17, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.8937, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2208, loss: 2.1145, grad_norm: 11.1505 2021-07-09 07:23:22,841 - mmaction - INFO - Epoch [134][2720/3757] lr: 1.000e-04, eta: 18:15:55, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9478, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2537, loss: 2.2015, grad_norm: 11.2756 2021-07-09 07:23:44,685 - mmaction - INFO - Epoch [134][2740/3757] lr: 1.000e-04, eta: 18:15:34, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 0.9475, top1_acc: 0.6898, top5_acc: 0.8562, loss_cls: 1.2781, loss: 2.2256, grad_norm: 11.0128 2021-07-09 07:24:05,679 - mmaction - INFO - Epoch [134][2760/3757] lr: 1.000e-04, eta: 18:15:12, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9371, top1_acc: 0.6984, top5_acc: 0.8555, loss_cls: 1.2731, loss: 2.2102, grad_norm: 10.9113 2021-07-09 07:24:26,923 - mmaction - INFO - Epoch [134][2780/3757] lr: 1.000e-04, eta: 18:14:51, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.3112, loss: 2.2885, grad_norm: 11.7442 2021-07-09 07:24:47,906 - mmaction - INFO - Epoch [134][2800/3757] lr: 1.000e-04, eta: 18:14:29, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9399, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2386, loss: 2.1785, grad_norm: 11.1467 2021-07-09 07:25:09,004 - mmaction - INFO - Epoch [134][2820/3757] lr: 1.000e-04, eta: 18:14:08, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9645, top1_acc: 0.7000, top5_acc: 0.8594, loss_cls: 1.2781, loss: 2.2427, grad_norm: 11.1253 2021-07-09 07:25:30,092 - mmaction - INFO - Epoch [134][2840/3757] lr: 1.000e-04, eta: 18:13:46, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9343, top1_acc: 0.6992, top5_acc: 0.8625, loss_cls: 1.2638, loss: 2.1980, grad_norm: 11.1373 2021-07-09 07:25:51,064 - mmaction - INFO - Epoch [134][2860/3757] lr: 1.000e-04, eta: 18:13:24, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.8991, top1_acc: 0.7125, top5_acc: 0.8750, loss_cls: 1.2162, loss: 2.1154, grad_norm: 10.9027 2021-07-09 07:26:12,280 - mmaction - INFO - Epoch [134][2880/3757] lr: 1.000e-04, eta: 18:13:03, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9598, top1_acc: 0.6664, top5_acc: 0.8594, loss_cls: 1.3145, loss: 2.2742, grad_norm: 11.3737 2021-07-09 07:26:33,403 - mmaction - INFO - Epoch [134][2900/3757] lr: 1.000e-04, eta: 18:12:41, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9306, top1_acc: 0.7180, top5_acc: 0.8766, loss_cls: 1.2209, loss: 2.1514, grad_norm: 11.1994 2021-07-09 07:26:55,430 - mmaction - INFO - Epoch [134][2920/3757] lr: 1.000e-04, eta: 18:12:20, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6750, top5_acc: 0.8562, loss_cls: 1.3263, loss: 2.3152, grad_norm: 11.2589 2021-07-09 07:27:16,589 - mmaction - INFO - Epoch [134][2940/3757] lr: 1.000e-04, eta: 18:11:58, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9460, top1_acc: 0.6945, top5_acc: 0.8586, loss_cls: 1.2730, loss: 2.2190, grad_norm: 11.0988 2021-07-09 07:27:38,183 - mmaction - INFO - Epoch [134][2960/3757] lr: 1.000e-04, eta: 18:11:37, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 0.9457, top1_acc: 0.6883, top5_acc: 0.8711, loss_cls: 1.2686, loss: 2.2143, grad_norm: 11.2931 2021-07-09 07:27:59,154 - mmaction - INFO - Epoch [134][2980/3757] lr: 1.000e-04, eta: 18:11:15, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 0.9466, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.2959, loss: 2.2426, grad_norm: 11.5740 2021-07-09 07:28:20,317 - mmaction - INFO - Epoch [134][3000/3757] lr: 1.000e-04, eta: 18:10:54, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9402, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2325, loss: 2.1727, grad_norm: 11.1377 2021-07-09 07:28:41,490 - mmaction - INFO - Epoch [134][3020/3757] lr: 1.000e-04, eta: 18:10:32, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9335, top1_acc: 0.6945, top5_acc: 0.8430, loss_cls: 1.2939, loss: 2.2274, grad_norm: 11.1224 2021-07-09 07:29:02,533 - mmaction - INFO - Epoch [134][3040/3757] lr: 1.000e-04, eta: 18:10:11, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9359, top1_acc: 0.6969, top5_acc: 0.8523, loss_cls: 1.2922, loss: 2.2281, grad_norm: 10.9777 2021-07-09 07:29:24,094 - mmaction - INFO - Epoch [134][3060/3757] lr: 1.000e-04, eta: 18:09:49, time: 1.078, data_time: 0.037, memory: 6921, loss_aux: 0.9364, top1_acc: 0.7094, top5_acc: 0.8602, loss_cls: 1.2414, loss: 2.1778, grad_norm: 11.2033 2021-07-09 07:29:45,413 - mmaction - INFO - Epoch [134][3080/3757] lr: 1.000e-04, eta: 18:09:28, time: 1.067, data_time: 0.009, memory: 6921, loss_aux: 0.8958, top1_acc: 0.7070, top5_acc: 0.8664, loss_cls: 1.2231, loss: 2.1188, grad_norm: 11.4086 2021-07-09 07:30:06,325 - mmaction - INFO - Epoch [134][3100/3757] lr: 1.000e-04, eta: 18:09:06, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 0.9649, top1_acc: 0.6883, top5_acc: 0.8562, loss_cls: 1.3179, loss: 2.2828, grad_norm: 11.3649 2021-07-09 07:30:27,374 - mmaction - INFO - Epoch [134][3120/3757] lr: 1.000e-04, eta: 18:08:44, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9649, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3178, loss: 2.2827, grad_norm: 11.4618 2021-07-09 07:30:49,019 - mmaction - INFO - Epoch [134][3140/3757] lr: 1.000e-04, eta: 18:08:23, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.8914, top1_acc: 0.7102, top5_acc: 0.8797, loss_cls: 1.1633, loss: 2.0547, grad_norm: 11.1278 2021-07-09 07:31:10,127 - mmaction - INFO - Epoch [134][3160/3757] lr: 1.000e-04, eta: 18:08:01, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9091, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.2168, loss: 2.1259, grad_norm: 10.4526 2021-07-09 07:31:31,744 - mmaction - INFO - Epoch [134][3180/3757] lr: 1.000e-04, eta: 18:07:40, time: 1.080, data_time: 0.001, memory: 6921, loss_aux: 0.9848, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2931, loss: 2.2779, grad_norm: 11.5997 2021-07-09 07:31:52,693 - mmaction - INFO - Epoch [134][3200/3757] lr: 1.000e-04, eta: 18:07:18, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9482, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3308, loss: 2.2790, grad_norm: 11.3112 2021-07-09 07:32:13,859 - mmaction - INFO - Epoch [134][3220/3757] lr: 1.000e-04, eta: 18:06:57, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9388, top1_acc: 0.6898, top5_acc: 0.8734, loss_cls: 1.2289, loss: 2.1677, grad_norm: 11.3408 2021-07-09 07:32:35,210 - mmaction - INFO - Epoch [134][3240/3757] lr: 1.000e-04, eta: 18:06:35, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9084, top1_acc: 0.7117, top5_acc: 0.8789, loss_cls: 1.1398, loss: 2.0482, grad_norm: 10.5830 2021-07-09 07:32:56,313 - mmaction - INFO - Epoch [134][3260/3757] lr: 1.000e-04, eta: 18:06:14, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6836, top5_acc: 0.8422, loss_cls: 1.3198, loss: 2.2779, grad_norm: 11.1267 2021-07-09 07:33:17,610 - mmaction - INFO - Epoch [134][3280/3757] lr: 1.000e-04, eta: 18:05:52, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9827, top1_acc: 0.7031, top5_acc: 0.8562, loss_cls: 1.3133, loss: 2.2959, grad_norm: 11.2651 2021-07-09 07:33:39,404 - mmaction - INFO - Epoch [134][3300/3757] lr: 1.000e-04, eta: 18:05:31, time: 1.090, data_time: 0.006, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6914, top5_acc: 0.8828, loss_cls: 1.2501, loss: 2.2078, grad_norm: 11.5793 2021-07-09 07:34:00,221 - mmaction - INFO - Epoch [134][3320/3757] lr: 1.000e-04, eta: 18:05:09, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 0.9310, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2340, loss: 2.1649, grad_norm: 11.0873 2021-07-09 07:34:21,424 - mmaction - INFO - Epoch [134][3340/3757] lr: 1.000e-04, eta: 18:04:48, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9539, top1_acc: 0.6805, top5_acc: 0.8602, loss_cls: 1.3279, loss: 2.2818, grad_norm: 11.4276 2021-07-09 07:34:42,660 - mmaction - INFO - Epoch [134][3360/3757] lr: 1.000e-04, eta: 18:04:26, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6836, top5_acc: 0.8516, loss_cls: 1.3423, loss: 2.3036, grad_norm: 11.2823 2021-07-09 07:35:03,903 - mmaction - INFO - Epoch [134][3380/3757] lr: 1.000e-04, eta: 18:04:04, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9674, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3199, loss: 2.2874, grad_norm: 11.1045 2021-07-09 07:35:25,932 - mmaction - INFO - Epoch [134][3400/3757] lr: 1.000e-04, eta: 18:03:43, time: 1.099, data_time: 0.001, memory: 6921, loss_aux: 0.9213, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2423, loss: 2.1636, grad_norm: 11.3901 2021-07-09 07:35:46,928 - mmaction - INFO - Epoch [134][3420/3757] lr: 1.000e-04, eta: 18:03:21, time: 1.052, data_time: 0.008, memory: 6921, loss_aux: 0.9289, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.2712, loss: 2.2001, grad_norm: 11.1701 2021-07-09 07:36:08,198 - mmaction - INFO - Epoch [134][3440/3757] lr: 1.000e-04, eta: 18:03:00, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9439, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2708, loss: 2.2147, grad_norm: 11.4782 2021-07-09 07:36:29,279 - mmaction - INFO - Epoch [134][3460/3757] lr: 1.000e-04, eta: 18:02:38, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9019, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.2214, loss: 2.1233, grad_norm: 10.8629 2021-07-09 07:36:50,577 - mmaction - INFO - Epoch [134][3480/3757] lr: 1.000e-04, eta: 18:02:17, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9702, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3407, loss: 2.3109, grad_norm: 11.4901 2021-07-09 07:37:11,690 - mmaction - INFO - Epoch [134][3500/3757] lr: 1.000e-04, eta: 18:01:55, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6617, top5_acc: 0.8406, loss_cls: 1.4410, loss: 2.4404, grad_norm: 11.7870 2021-07-09 07:37:33,436 - mmaction - INFO - Epoch [134][3520/3757] lr: 1.000e-04, eta: 18:01:34, time: 1.088, data_time: 0.049, memory: 6921, loss_aux: 0.9430, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2625, loss: 2.2054, grad_norm: 11.1952 2021-07-09 07:37:54,308 - mmaction - INFO - Epoch [134][3540/3757] lr: 1.000e-04, eta: 18:01:12, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 0.9123, top1_acc: 0.7094, top5_acc: 0.8680, loss_cls: 1.2358, loss: 2.1481, grad_norm: 11.0908 2021-07-09 07:38:16,001 - mmaction - INFO - Epoch [134][3560/3757] lr: 1.000e-04, eta: 18:00:51, time: 1.084, data_time: 0.041, memory: 6921, loss_aux: 0.9479, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.2830, loss: 2.2309, grad_norm: 11.5494 2021-07-09 07:38:37,190 - mmaction - INFO - Epoch [134][3580/3757] lr: 1.000e-04, eta: 18:00:29, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9200, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.2333, loss: 2.1533, grad_norm: 10.8517 2021-07-09 07:38:58,995 - mmaction - INFO - Epoch [134][3600/3757] lr: 1.000e-04, eta: 18:00:08, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 0.9869, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3532, loss: 2.3400, grad_norm: 11.4503 2021-07-09 07:39:20,607 - mmaction - INFO - Epoch [134][3620/3757] lr: 1.000e-04, eta: 17:59:46, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 0.9087, top1_acc: 0.7250, top5_acc: 0.8750, loss_cls: 1.1607, loss: 2.0694, grad_norm: 10.8140 2021-07-09 07:39:41,427 - mmaction - INFO - Epoch [134][3640/3757] lr: 1.000e-04, eta: 17:59:25, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 0.9315, top1_acc: 0.6906, top5_acc: 0.8727, loss_cls: 1.2318, loss: 2.1632, grad_norm: 11.1824 2021-07-09 07:40:02,509 - mmaction - INFO - Epoch [134][3660/3757] lr: 1.000e-04, eta: 17:59:03, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9553, top1_acc: 0.6859, top5_acc: 0.8539, loss_cls: 1.3205, loss: 2.2758, grad_norm: 11.1606 2021-07-09 07:40:23,456 - mmaction - INFO - Epoch [134][3680/3757] lr: 1.000e-04, eta: 17:58:42, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9757, top1_acc: 0.6727, top5_acc: 0.8492, loss_cls: 1.3293, loss: 2.3050, grad_norm: 10.8999 2021-07-09 07:40:45,249 - mmaction - INFO - Epoch [134][3700/3757] lr: 1.000e-04, eta: 17:58:20, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 0.9445, top1_acc: 0.6914, top5_acc: 0.8594, loss_cls: 1.2882, loss: 2.2327, grad_norm: 11.4638 2021-07-09 07:41:06,466 - mmaction - INFO - Epoch [134][3720/3757] lr: 1.000e-04, eta: 17:57:59, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9520, top1_acc: 0.7008, top5_acc: 0.8633, loss_cls: 1.2515, loss: 2.2035, grad_norm: 10.9920 2021-07-09 07:41:27,661 - mmaction - INFO - Epoch [134][3740/3757] lr: 1.000e-04, eta: 17:57:37, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9475, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3126, loss: 2.2602, grad_norm: 11.3792 2021-07-09 07:41:45,889 - mmaction - INFO - Saving checkpoint at 134 epochs 2021-07-09 07:42:48,642 - mmaction - INFO - Epoch [135][20/3757] lr: 1.000e-04, eta: 17:57:00, time: 3.059, data_time: 1.972, memory: 6921, loss_aux: 0.9502, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2785, loss: 2.2287, grad_norm: 11.4794 2021-07-09 07:43:09,632 - mmaction - INFO - Epoch [135][40/3757] lr: 1.000e-04, eta: 17:56:38, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9162, top1_acc: 0.6961, top5_acc: 0.8742, loss_cls: 1.2199, loss: 2.1360, grad_norm: 10.8692 2021-07-09 07:43:30,824 - mmaction - INFO - Epoch [135][60/3757] lr: 1.000e-04, eta: 17:56:17, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9487, top1_acc: 0.6969, top5_acc: 0.8500, loss_cls: 1.3175, loss: 2.2662, grad_norm: 11.1854 2021-07-09 07:43:52,142 - mmaction - INFO - Epoch [135][80/3757] lr: 1.000e-04, eta: 17:55:55, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9323, top1_acc: 0.7133, top5_acc: 0.8586, loss_cls: 1.2695, loss: 2.2018, grad_norm: 11.0597 2021-07-09 07:44:13,291 - mmaction - INFO - Epoch [135][100/3757] lr: 1.000e-04, eta: 17:55:34, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 0.9512, top1_acc: 0.6844, top5_acc: 0.8516, loss_cls: 1.3363, loss: 2.2875, grad_norm: 11.2470 2021-07-09 07:44:34,322 - mmaction - INFO - Epoch [135][120/3757] lr: 1.000e-04, eta: 17:55:12, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6656, top5_acc: 0.8586, loss_cls: 1.3169, loss: 2.3041, grad_norm: 11.4977 2021-07-09 07:44:55,919 - mmaction - INFO - Epoch [135][140/3757] lr: 1.000e-04, eta: 17:54:50, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 0.9324, top1_acc: 0.6937, top5_acc: 0.8570, loss_cls: 1.2687, loss: 2.2011, grad_norm: 11.1651 2021-07-09 07:45:16,993 - mmaction - INFO - Epoch [135][160/3757] lr: 1.000e-04, eta: 17:54:29, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9477, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2788, loss: 2.2265, grad_norm: 11.3264 2021-07-09 07:45:38,529 - mmaction - INFO - Epoch [135][180/3757] lr: 1.000e-04, eta: 17:54:07, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9464, top1_acc: 0.6789, top5_acc: 0.8758, loss_cls: 1.2857, loss: 2.2320, grad_norm: 11.4868 2021-07-09 07:45:59,582 - mmaction - INFO - Epoch [135][200/3757] lr: 1.000e-04, eta: 17:53:46, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9014, top1_acc: 0.7031, top5_acc: 0.8703, loss_cls: 1.2453, loss: 2.1467, grad_norm: 10.9276 2021-07-09 07:46:20,535 - mmaction - INFO - Epoch [135][220/3757] lr: 1.000e-04, eta: 17:53:24, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2589, loss: 2.2185, grad_norm: 11.1091 2021-07-09 07:46:41,564 - mmaction - INFO - Epoch [135][240/3757] lr: 1.000e-04, eta: 17:53:03, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3481, loss: 2.3350, grad_norm: 11.3770 2021-07-09 07:47:03,499 - mmaction - INFO - Epoch [135][260/3757] lr: 1.000e-04, eta: 17:52:41, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 0.9503, top1_acc: 0.6898, top5_acc: 0.8711, loss_cls: 1.2749, loss: 2.2252, grad_norm: 11.1980 2021-07-09 07:47:24,543 - mmaction - INFO - Epoch [135][280/3757] lr: 1.000e-04, eta: 17:52:20, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9107, top1_acc: 0.7297, top5_acc: 0.8781, loss_cls: 1.1842, loss: 2.0949, grad_norm: 10.8921 2021-07-09 07:47:45,720 - mmaction - INFO - Epoch [135][300/3757] lr: 1.000e-04, eta: 17:51:58, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.8802, top1_acc: 0.7086, top5_acc: 0.8773, loss_cls: 1.1724, loss: 2.0526, grad_norm: 10.9066 2021-07-09 07:48:07,026 - mmaction - INFO - Epoch [135][320/3757] lr: 1.000e-04, eta: 17:51:37, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9933, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.2989, loss: 2.2923, grad_norm: 11.2912 2021-07-09 07:48:28,194 - mmaction - INFO - Epoch [135][340/3757] lr: 1.000e-04, eta: 17:51:15, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9543, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2648, loss: 2.2191, grad_norm: 11.2932 2021-07-09 07:48:49,122 - mmaction - INFO - Epoch [135][360/3757] lr: 1.000e-04, eta: 17:50:53, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9938, top1_acc: 0.6609, top5_acc: 0.8500, loss_cls: 1.3688, loss: 2.3627, grad_norm: 11.6073 2021-07-09 07:49:10,359 - mmaction - INFO - Epoch [135][380/3757] lr: 1.000e-04, eta: 17:50:32, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.8989, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.1923, loss: 2.0912, grad_norm: 10.8034 2021-07-09 07:49:31,361 - mmaction - INFO - Epoch [135][400/3757] lr: 1.000e-04, eta: 17:50:10, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9446, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2919, loss: 2.2365, grad_norm: 11.3405 2021-07-09 07:49:52,230 - mmaction - INFO - Epoch [135][420/3757] lr: 1.000e-04, eta: 17:49:49, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6977, top5_acc: 0.8594, loss_cls: 1.2924, loss: 2.2585, grad_norm: 11.5520 2021-07-09 07:50:13,406 - mmaction - INFO - Epoch [135][440/3757] lr: 1.000e-04, eta: 17:49:27, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9386, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2921, loss: 2.2308, grad_norm: 11.2942 2021-07-09 07:50:35,163 - mmaction - INFO - Epoch [135][460/3757] lr: 1.000e-04, eta: 17:49:06, time: 1.088, data_time: 0.006, memory: 6921, loss_aux: 0.9323, top1_acc: 0.7109, top5_acc: 0.8664, loss_cls: 1.2565, loss: 2.1888, grad_norm: 10.9073 2021-07-09 07:50:56,690 - mmaction - INFO - Epoch [135][480/3757] lr: 1.000e-04, eta: 17:48:44, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9182, top1_acc: 0.7141, top5_acc: 0.8664, loss_cls: 1.2064, loss: 2.1246, grad_norm: 11.0069 2021-07-09 07:51:18,503 - mmaction - INFO - Epoch [135][500/3757] lr: 1.000e-04, eta: 17:48:23, time: 1.089, data_time: 0.001, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3249, loss: 2.2884, grad_norm: 11.3243 2021-07-09 07:51:39,369 - mmaction - INFO - Epoch [135][520/3757] lr: 1.000e-04, eta: 17:48:01, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9652, top1_acc: 0.6914, top5_acc: 0.8758, loss_cls: 1.2646, loss: 2.2298, grad_norm: 11.4935 2021-07-09 07:52:00,919 - mmaction - INFO - Epoch [135][540/3757] lr: 1.000e-04, eta: 17:47:40, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9404, top1_acc: 0.7016, top5_acc: 0.8609, loss_cls: 1.2705, loss: 2.2109, grad_norm: 11.1644 2021-07-09 07:52:21,941 - mmaction - INFO - Epoch [135][560/3757] lr: 1.000e-04, eta: 17:47:18, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9958, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.3289, loss: 2.3247, grad_norm: 11.3416 2021-07-09 07:52:43,326 - mmaction - INFO - Epoch [135][580/3757] lr: 1.000e-04, eta: 17:46:57, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9473, top1_acc: 0.6875, top5_acc: 0.8539, loss_cls: 1.3221, loss: 2.2694, grad_norm: 10.9612 2021-07-09 07:53:05,014 - mmaction - INFO - Epoch [135][600/3757] lr: 1.000e-04, eta: 17:46:35, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 0.9358, top1_acc: 0.7117, top5_acc: 0.8734, loss_cls: 1.2125, loss: 2.1483, grad_norm: 11.5459 2021-07-09 07:53:26,134 - mmaction - INFO - Epoch [135][620/3757] lr: 1.000e-04, eta: 17:46:14, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9313, top1_acc: 0.7102, top5_acc: 0.8609, loss_cls: 1.2521, loss: 2.1834, grad_norm: 10.7903 2021-07-09 07:53:47,228 - mmaction - INFO - Epoch [135][640/3757] lr: 1.000e-04, eta: 17:45:52, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.3366, loss: 2.3060, grad_norm: 11.6364 2021-07-09 07:54:08,471 - mmaction - INFO - Epoch [135][660/3757] lr: 1.000e-04, eta: 17:45:31, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9744, top1_acc: 0.7156, top5_acc: 0.8508, loss_cls: 1.2994, loss: 2.2737, grad_norm: 10.8746 2021-07-09 07:54:29,717 - mmaction - INFO - Epoch [135][680/3757] lr: 1.000e-04, eta: 17:45:09, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2800, loss: 2.2521, grad_norm: 11.1935 2021-07-09 07:54:51,050 - mmaction - INFO - Epoch [135][700/3757] lr: 1.000e-04, eta: 17:44:47, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6734, top5_acc: 0.8586, loss_cls: 1.3349, loss: 2.3096, grad_norm: 11.4105 2021-07-09 07:55:11,993 - mmaction - INFO - Epoch [135][720/3757] lr: 1.000e-04, eta: 17:44:26, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9831, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.3431, loss: 2.3263, grad_norm: 11.5375 2021-07-09 07:55:33,349 - mmaction - INFO - Epoch [135][740/3757] lr: 1.000e-04, eta: 17:44:04, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9837, top1_acc: 0.6875, top5_acc: 0.8547, loss_cls: 1.3585, loss: 2.3422, grad_norm: 11.7637 2021-07-09 07:55:54,342 - mmaction - INFO - Epoch [135][760/3757] lr: 1.000e-04, eta: 17:43:43, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9475, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3277, loss: 2.2752, grad_norm: 11.4109 2021-07-09 07:56:15,476 - mmaction - INFO - Epoch [135][780/3757] lr: 1.000e-04, eta: 17:43:21, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2669, loss: 2.2697, grad_norm: 11.6152 2021-07-09 07:56:36,648 - mmaction - INFO - Epoch [135][800/3757] lr: 1.000e-04, eta: 17:43:00, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9685, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2907, loss: 2.2592, grad_norm: 11.4802 2021-07-09 07:56:57,944 - mmaction - INFO - Epoch [135][820/3757] lr: 1.000e-04, eta: 17:42:38, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.8884, top1_acc: 0.7156, top5_acc: 0.8883, loss_cls: 1.1758, loss: 2.0642, grad_norm: 10.8227 2021-07-09 07:57:18,903 - mmaction - INFO - Epoch [135][840/3757] lr: 1.000e-04, eta: 17:42:17, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9279, top1_acc: 0.6977, top5_acc: 0.8578, loss_cls: 1.3012, loss: 2.2291, grad_norm: 10.9684 2021-07-09 07:57:40,049 - mmaction - INFO - Epoch [135][860/3757] lr: 1.000e-04, eta: 17:41:55, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9243, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.2477, loss: 2.1720, grad_norm: 11.0430 2021-07-09 07:58:01,232 - mmaction - INFO - Epoch [135][880/3757] lr: 1.000e-04, eta: 17:41:33, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9701, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2756, loss: 2.2456, grad_norm: 11.2259 2021-07-09 07:58:22,659 - mmaction - INFO - Epoch [135][900/3757] lr: 1.000e-04, eta: 17:41:12, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9296, top1_acc: 0.7094, top5_acc: 0.8633, loss_cls: 1.2171, loss: 2.1467, grad_norm: 11.1604 2021-07-09 07:58:43,940 - mmaction - INFO - Epoch [135][920/3757] lr: 1.000e-04, eta: 17:40:50, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.8991, top1_acc: 0.6891, top5_acc: 0.8750, loss_cls: 1.2339, loss: 2.1330, grad_norm: 11.1268 2021-07-09 07:59:05,868 - mmaction - INFO - Epoch [135][940/3757] lr: 1.000e-04, eta: 17:40:29, time: 1.095, data_time: 0.024, memory: 6921, loss_aux: 0.9219, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2375, loss: 2.1594, grad_norm: 11.1790 2021-07-09 07:59:27,444 - mmaction - INFO - Epoch [135][960/3757] lr: 1.000e-04, eta: 17:40:07, time: 1.079, data_time: 0.006, memory: 6921, loss_aux: 0.9174, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2433, loss: 2.1608, grad_norm: 11.1512 2021-07-09 07:59:48,491 - mmaction - INFO - Epoch [135][980/3757] lr: 1.000e-04, eta: 17:39:46, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9658, top1_acc: 0.6805, top5_acc: 0.8508, loss_cls: 1.3284, loss: 2.2942, grad_norm: 11.3855 2021-07-09 08:00:09,710 - mmaction - INFO - Epoch [135][1000/3757] lr: 1.000e-04, eta: 17:39:24, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9643, top1_acc: 0.6867, top5_acc: 0.8586, loss_cls: 1.3275, loss: 2.2918, grad_norm: 11.4447 2021-07-09 08:00:30,892 - mmaction - INFO - Epoch [135][1020/3757] lr: 1.000e-04, eta: 17:39:03, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9295, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2545, loss: 2.1839, grad_norm: 11.0988 2021-07-09 08:00:52,060 - mmaction - INFO - Epoch [135][1040/3757] lr: 1.000e-04, eta: 17:38:41, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9607, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.2925, loss: 2.2532, grad_norm: 11.2316 2021-07-09 08:01:13,285 - mmaction - INFO - Epoch [135][1060/3757] lr: 1.000e-04, eta: 17:38:20, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9699, top1_acc: 0.6820, top5_acc: 0.8719, loss_cls: 1.3144, loss: 2.2843, grad_norm: 11.6557 2021-07-09 08:01:34,336 - mmaction - INFO - Epoch [135][1080/3757] lr: 1.000e-04, eta: 17:37:58, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9867, top1_acc: 0.6742, top5_acc: 0.8430, loss_cls: 1.3616, loss: 2.3484, grad_norm: 11.4286 2021-07-09 08:01:56,206 - mmaction - INFO - Epoch [135][1100/3757] lr: 1.000e-04, eta: 17:37:37, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9121, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2304, loss: 2.1426, grad_norm: 10.9190 2021-07-09 08:02:17,294 - mmaction - INFO - Epoch [135][1120/3757] lr: 1.000e-04, eta: 17:37:15, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9260, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2576, loss: 2.1836, grad_norm: 11.4884 2021-07-09 08:02:38,601 - mmaction - INFO - Epoch [135][1140/3757] lr: 1.000e-04, eta: 17:36:54, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9436, top1_acc: 0.6953, top5_acc: 0.8797, loss_cls: 1.2842, loss: 2.2278, grad_norm: 11.1909 2021-07-09 08:02:59,619 - mmaction - INFO - Epoch [135][1160/3757] lr: 1.000e-04, eta: 17:36:32, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9542, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2865, loss: 2.2407, grad_norm: 11.3011 2021-07-09 08:03:20,812 - mmaction - INFO - Epoch [135][1180/3757] lr: 1.000e-04, eta: 17:36:11, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9230, top1_acc: 0.7234, top5_acc: 0.8734, loss_cls: 1.2046, loss: 2.1276, grad_norm: 10.7275 2021-07-09 08:03:42,618 - mmaction - INFO - Epoch [135][1200/3757] lr: 1.000e-04, eta: 17:35:49, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 0.9728, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2737, loss: 2.2466, grad_norm: 11.3661 2021-07-09 08:04:04,308 - mmaction - INFO - Epoch [135][1220/3757] lr: 1.000e-04, eta: 17:35:28, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9860, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3201, loss: 2.3060, grad_norm: 11.1828 2021-07-09 08:04:25,126 - mmaction - INFO - Epoch [135][1240/3757] lr: 1.000e-04, eta: 17:35:06, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 0.9051, top1_acc: 0.7125, top5_acc: 0.8656, loss_cls: 1.2182, loss: 2.1234, grad_norm: 10.9996 2021-07-09 08:04:46,469 - mmaction - INFO - Epoch [135][1260/3757] lr: 1.000e-04, eta: 17:34:44, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9783, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3604, loss: 2.3387, grad_norm: 11.5336 2021-07-09 08:05:07,691 - mmaction - INFO - Epoch [135][1280/3757] lr: 1.000e-04, eta: 17:34:23, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6711, top5_acc: 0.8664, loss_cls: 1.3146, loss: 2.2842, grad_norm: 11.5707 2021-07-09 08:05:28,864 - mmaction - INFO - Epoch [135][1300/3757] lr: 1.000e-04, eta: 17:34:01, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9334, top1_acc: 0.6977, top5_acc: 0.8734, loss_cls: 1.2477, loss: 2.1811, grad_norm: 11.2760 2021-07-09 08:05:49,985 - mmaction - INFO - Epoch [135][1320/3757] lr: 1.000e-04, eta: 17:33:40, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9251, top1_acc: 0.7117, top5_acc: 0.8625, loss_cls: 1.2504, loss: 2.1755, grad_norm: 11.1127 2021-07-09 08:06:11,366 - mmaction - INFO - Epoch [135][1340/3757] lr: 1.000e-04, eta: 17:33:18, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 0.8982, top1_acc: 0.6844, top5_acc: 0.8742, loss_cls: 1.2314, loss: 2.1296, grad_norm: 11.2528 2021-07-09 08:06:32,366 - mmaction - INFO - Epoch [135][1360/3757] lr: 1.000e-04, eta: 17:32:57, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9269, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2159, loss: 2.1427, grad_norm: 11.3480 2021-07-09 08:06:53,500 - mmaction - INFO - Epoch [135][1380/3757] lr: 1.000e-04, eta: 17:32:35, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9155, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2395, loss: 2.1550, grad_norm: 10.7030 2021-07-09 08:07:14,664 - mmaction - INFO - Epoch [135][1400/3757] lr: 1.000e-04, eta: 17:32:14, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6734, top5_acc: 0.8531, loss_cls: 1.3345, loss: 2.2998, grad_norm: 11.5681 2021-07-09 08:07:35,622 - mmaction - INFO - Epoch [135][1420/3757] lr: 1.000e-04, eta: 17:31:52, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9769, top1_acc: 0.6836, top5_acc: 0.8539, loss_cls: 1.2963, loss: 2.2731, grad_norm: 11.4537 2021-07-09 08:07:57,089 - mmaction - INFO - Epoch [135][1440/3757] lr: 1.000e-04, eta: 17:31:31, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 0.9861, top1_acc: 0.6727, top5_acc: 0.8555, loss_cls: 1.3661, loss: 2.3522, grad_norm: 11.3875 2021-07-09 08:08:18,147 - mmaction - INFO - Epoch [135][1460/3757] lr: 1.000e-04, eta: 17:31:09, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9107, top1_acc: 0.7141, top5_acc: 0.8695, loss_cls: 1.2022, loss: 2.1129, grad_norm: 10.9152 2021-07-09 08:08:39,359 - mmaction - INFO - Epoch [135][1480/3757] lr: 1.000e-04, eta: 17:30:47, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9400, top1_acc: 0.7133, top5_acc: 0.8609, loss_cls: 1.2651, loss: 2.2051, grad_norm: 11.1203 2021-07-09 08:09:00,413 - mmaction - INFO - Epoch [135][1500/3757] lr: 1.000e-04, eta: 17:30:26, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2743, loss: 2.2337, grad_norm: 11.3163 2021-07-09 08:09:21,467 - mmaction - INFO - Epoch [135][1520/3757] lr: 1.000e-04, eta: 17:30:04, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9539, top1_acc: 0.7094, top5_acc: 0.8555, loss_cls: 1.2750, loss: 2.2288, grad_norm: 10.9648 2021-07-09 08:09:42,540 - mmaction - INFO - Epoch [135][1540/3757] lr: 1.000e-04, eta: 17:29:43, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6570, top5_acc: 0.8523, loss_cls: 1.3768, loss: 2.3542, grad_norm: 11.7135 2021-07-09 08:10:04,143 - mmaction - INFO - Epoch [135][1560/3757] lr: 1.000e-04, eta: 17:29:21, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9134, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.1983, loss: 2.1117, grad_norm: 11.1906 2021-07-09 08:10:25,237 - mmaction - INFO - Epoch [135][1580/3757] lr: 1.000e-04, eta: 17:29:00, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9441, top1_acc: 0.6844, top5_acc: 0.8648, loss_cls: 1.2885, loss: 2.2326, grad_norm: 11.4610 2021-07-09 08:10:47,017 - mmaction - INFO - Epoch [135][1600/3757] lr: 1.000e-04, eta: 17:28:38, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6758, top5_acc: 0.8625, loss_cls: 1.2981, loss: 2.2594, grad_norm: 11.2684 2021-07-09 08:11:08,055 - mmaction - INFO - Epoch [135][1620/3757] lr: 1.000e-04, eta: 17:28:17, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 0.9559, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3641, loss: 2.3200, grad_norm: 11.4707 2021-07-09 08:11:29,275 - mmaction - INFO - Epoch [135][1640/3757] lr: 1.000e-04, eta: 17:27:55, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9528, top1_acc: 0.6977, top5_acc: 0.8609, loss_cls: 1.2867, loss: 2.2395, grad_norm: 11.4987 2021-07-09 08:11:50,449 - mmaction - INFO - Epoch [135][1660/3757] lr: 1.000e-04, eta: 17:27:34, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9290, top1_acc: 0.7008, top5_acc: 0.8586, loss_cls: 1.2917, loss: 2.2208, grad_norm: 11.3364 2021-07-09 08:12:11,623 - mmaction - INFO - Epoch [135][1680/3757] lr: 1.000e-04, eta: 17:27:12, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9606, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3229, loss: 2.2835, grad_norm: 11.5104 2021-07-09 08:12:32,687 - mmaction - INFO - Epoch [135][1700/3757] lr: 1.000e-04, eta: 17:26:51, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9420, top1_acc: 0.6945, top5_acc: 0.8641, loss_cls: 1.2663, loss: 2.2084, grad_norm: 11.0885 2021-07-09 08:12:53,558 - mmaction - INFO - Epoch [135][1720/3757] lr: 1.000e-04, eta: 17:26:29, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6984, top5_acc: 0.8586, loss_cls: 1.2748, loss: 2.2441, grad_norm: 10.9098 2021-07-09 08:13:15,223 - mmaction - INFO - Epoch [135][1740/3757] lr: 1.000e-04, eta: 17:26:07, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 0.9523, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3160, loss: 2.2683, grad_norm: 11.5351 2021-07-09 08:13:36,419 - mmaction - INFO - Epoch [135][1760/3757] lr: 1.000e-04, eta: 17:25:46, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9922, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.3355, loss: 2.3278, grad_norm: 11.7001 2021-07-09 08:13:57,980 - mmaction - INFO - Epoch [135][1780/3757] lr: 1.000e-04, eta: 17:25:24, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 0.9512, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.2580, loss: 2.2092, grad_norm: 11.1026 2021-07-09 08:14:19,335 - mmaction - INFO - Epoch [135][1800/3757] lr: 1.000e-04, eta: 17:25:03, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9329, top1_acc: 0.6867, top5_acc: 0.8484, loss_cls: 1.3027, loss: 2.2356, grad_norm: 11.5412 2021-07-09 08:14:40,343 - mmaction - INFO - Epoch [135][1820/3757] lr: 1.000e-04, eta: 17:24:41, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9440, top1_acc: 0.7016, top5_acc: 0.8602, loss_cls: 1.2771, loss: 2.2211, grad_norm: 11.0201 2021-07-09 08:15:01,475 - mmaction - INFO - Epoch [135][1840/3757] lr: 1.000e-04, eta: 17:24:20, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9305, top1_acc: 0.6875, top5_acc: 0.8547, loss_cls: 1.3019, loss: 2.2325, grad_norm: 11.5417 2021-07-09 08:15:22,576 - mmaction - INFO - Epoch [135][1860/3757] lr: 1.000e-04, eta: 17:23:58, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9114, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.1842, loss: 2.0956, grad_norm: 10.8563 2021-07-09 08:15:43,589 - mmaction - INFO - Epoch [135][1880/3757] lr: 1.000e-04, eta: 17:23:37, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9438, top1_acc: 0.6969, top5_acc: 0.8555, loss_cls: 1.2875, loss: 2.2313, grad_norm: 10.9840 2021-07-09 08:16:04,554 - mmaction - INFO - Epoch [135][1900/3757] lr: 1.000e-04, eta: 17:23:15, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9757, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3035, loss: 2.2792, grad_norm: 11.4009 2021-07-09 08:16:25,508 - mmaction - INFO - Epoch [135][1920/3757] lr: 1.000e-04, eta: 17:22:54, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9660, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2944, loss: 2.2604, grad_norm: 11.0424 2021-07-09 08:16:47,421 - mmaction - INFO - Epoch [135][1940/3757] lr: 1.000e-04, eta: 17:22:32, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9271, top1_acc: 0.7023, top5_acc: 0.8688, loss_cls: 1.2507, loss: 2.1778, grad_norm: 11.3164 2021-07-09 08:17:08,698 - mmaction - INFO - Epoch [135][1960/3757] lr: 1.000e-04, eta: 17:22:11, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9615, top1_acc: 0.7023, top5_acc: 0.8609, loss_cls: 1.2681, loss: 2.2297, grad_norm: 11.2927 2021-07-09 08:17:29,813 - mmaction - INFO - Epoch [135][1980/3757] lr: 1.000e-04, eta: 17:21:49, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0122, top1_acc: 0.6711, top5_acc: 0.8508, loss_cls: 1.3845, loss: 2.3967, grad_norm: 11.5588 2021-07-09 08:17:50,844 - mmaction - INFO - Epoch [135][2000/3757] lr: 1.000e-04, eta: 17:21:27, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9600, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.3372, loss: 2.2972, grad_norm: 11.3334 2021-07-09 08:18:12,258 - mmaction - INFO - Epoch [135][2020/3757] lr: 1.000e-04, eta: 17:21:06, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9766, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.2944, loss: 2.2710, grad_norm: 11.0518 2021-07-09 08:18:34,245 - mmaction - INFO - Epoch [135][2040/3757] lr: 1.000e-04, eta: 17:20:44, time: 1.099, data_time: 0.005, memory: 6921, loss_aux: 0.9205, top1_acc: 0.6961, top5_acc: 0.8578, loss_cls: 1.2434, loss: 2.1639, grad_norm: 10.8372 2021-07-09 08:18:55,833 - mmaction - INFO - Epoch [135][2060/3757] lr: 1.000e-04, eta: 17:20:23, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 0.9257, top1_acc: 0.7117, top5_acc: 0.8703, loss_cls: 1.1958, loss: 2.1215, grad_norm: 10.8384 2021-07-09 08:19:17,017 - mmaction - INFO - Epoch [135][2080/3757] lr: 1.000e-04, eta: 17:20:01, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6875, top5_acc: 0.8531, loss_cls: 1.2950, loss: 2.2510, grad_norm: 11.2679 2021-07-09 08:19:38,164 - mmaction - INFO - Epoch [135][2100/3757] lr: 1.000e-04, eta: 17:19:40, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9484, top1_acc: 0.7055, top5_acc: 0.8562, loss_cls: 1.2614, loss: 2.2098, grad_norm: 11.0592 2021-07-09 08:19:59,464 - mmaction - INFO - Epoch [135][2120/3757] lr: 1.000e-04, eta: 17:19:18, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9520, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2607, loss: 2.2127, grad_norm: 10.8144 2021-07-09 08:20:20,707 - mmaction - INFO - Epoch [135][2140/3757] lr: 1.000e-04, eta: 17:18:57, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9425, top1_acc: 0.6875, top5_acc: 0.8641, loss_cls: 1.2744, loss: 2.2169, grad_norm: 11.4741 2021-07-09 08:20:41,734 - mmaction - INFO - Epoch [135][2160/3757] lr: 1.000e-04, eta: 17:18:35, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9601, top1_acc: 0.7109, top5_acc: 0.8648, loss_cls: 1.2566, loss: 2.2167, grad_norm: 10.8608 2021-07-09 08:21:03,308 - mmaction - INFO - Epoch [135][2180/3757] lr: 1.000e-04, eta: 17:18:14, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 0.9117, top1_acc: 0.7070, top5_acc: 0.8797, loss_cls: 1.2151, loss: 2.1268, grad_norm: 11.2843 2021-07-09 08:21:24,400 - mmaction - INFO - Epoch [135][2200/3757] lr: 1.000e-04, eta: 17:17:52, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9467, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2816, loss: 2.2283, grad_norm: 11.1118 2021-07-09 08:21:45,827 - mmaction - INFO - Epoch [135][2220/3757] lr: 1.000e-04, eta: 17:17:31, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9880, top1_acc: 0.6883, top5_acc: 0.8789, loss_cls: 1.2729, loss: 2.2609, grad_norm: 11.2988 2021-07-09 08:22:06,772 - mmaction - INFO - Epoch [135][2240/3757] lr: 1.000e-04, eta: 17:17:09, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 0.9094, top1_acc: 0.7164, top5_acc: 0.8914, loss_cls: 1.1451, loss: 2.0545, grad_norm: 10.8442 2021-07-09 08:22:27,783 - mmaction - INFO - Epoch [135][2260/3757] lr: 1.000e-04, eta: 17:16:48, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6906, top5_acc: 0.8750, loss_cls: 1.2701, loss: 2.2297, grad_norm: 11.2704 2021-07-09 08:22:49,014 - mmaction - INFO - Epoch [135][2280/3757] lr: 1.000e-04, eta: 17:16:26, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6930, top5_acc: 0.8570, loss_cls: 1.3329, loss: 2.3256, grad_norm: 11.0620 2021-07-09 08:23:10,023 - mmaction - INFO - Epoch [135][2300/3757] lr: 1.000e-04, eta: 17:16:04, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9592, top1_acc: 0.6820, top5_acc: 0.8500, loss_cls: 1.3447, loss: 2.3040, grad_norm: 11.5037 2021-07-09 08:23:31,725 - mmaction - INFO - Epoch [135][2320/3757] lr: 1.000e-04, eta: 17:15:43, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9101, top1_acc: 0.7164, top5_acc: 0.8766, loss_cls: 1.1639, loss: 2.0740, grad_norm: 11.1285 2021-07-09 08:23:52,885 - mmaction - INFO - Epoch [135][2340/3757] lr: 1.000e-04, eta: 17:15:21, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9954, top1_acc: 0.6922, top5_acc: 0.8508, loss_cls: 1.3142, loss: 2.3096, grad_norm: 11.3626 2021-07-09 08:24:14,211 - mmaction - INFO - Epoch [135][2360/3757] lr: 1.000e-04, eta: 17:15:00, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 1.0164, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3899, loss: 2.4063, grad_norm: 11.4319 2021-07-09 08:24:35,271 - mmaction - INFO - Epoch [135][2380/3757] lr: 1.000e-04, eta: 17:14:38, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9754, top1_acc: 0.6922, top5_acc: 0.8547, loss_cls: 1.3276, loss: 2.3030, grad_norm: 11.2765 2021-07-09 08:24:56,139 - mmaction - INFO - Epoch [135][2400/3757] lr: 1.000e-04, eta: 17:14:17, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9776, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3577, loss: 2.3353, grad_norm: 11.5479 2021-07-09 08:25:17,651 - mmaction - INFO - Epoch [135][2420/3757] lr: 1.000e-04, eta: 17:13:55, time: 1.074, data_time: 0.001, memory: 6921, loss_aux: 0.8798, top1_acc: 0.7078, top5_acc: 0.8844, loss_cls: 1.1878, loss: 2.0676, grad_norm: 10.9663 2021-07-09 08:25:38,971 - mmaction - INFO - Epoch [135][2440/3757] lr: 1.000e-04, eta: 17:13:34, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6875, top5_acc: 0.8445, loss_cls: 1.3441, loss: 2.3355, grad_norm: 11.1956 2021-07-09 08:25:59,931 - mmaction - INFO - Epoch [135][2460/3757] lr: 1.000e-04, eta: 17:13:12, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9755, top1_acc: 0.6852, top5_acc: 0.8555, loss_cls: 1.3371, loss: 2.3126, grad_norm: 11.4084 2021-07-09 08:26:21,261 - mmaction - INFO - Epoch [135][2480/3757] lr: 1.000e-04, eta: 17:12:51, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 0.9207, top1_acc: 0.7125, top5_acc: 0.8664, loss_cls: 1.2257, loss: 2.1464, grad_norm: 10.8373 2021-07-09 08:26:42,450 - mmaction - INFO - Epoch [135][2500/3757] lr: 1.000e-04, eta: 17:12:29, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9629, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2959, loss: 2.2587, grad_norm: 11.6740 2021-07-09 08:27:03,530 - mmaction - INFO - Epoch [135][2520/3757] lr: 1.000e-04, eta: 17:12:08, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9680, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3498, loss: 2.3178, grad_norm: 11.3364 2021-07-09 08:27:24,905 - mmaction - INFO - Epoch [135][2540/3757] lr: 1.000e-04, eta: 17:11:46, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6828, top5_acc: 0.8508, loss_cls: 1.3470, loss: 2.3451, grad_norm: 11.8138 2021-07-09 08:27:46,233 - mmaction - INFO - Epoch [135][2560/3757] lr: 1.000e-04, eta: 17:11:24, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9092, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2197, loss: 2.1289, grad_norm: 11.0905 2021-07-09 08:28:07,228 - mmaction - INFO - Epoch [135][2580/3757] lr: 1.000e-04, eta: 17:11:03, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3546, loss: 2.3521, grad_norm: 11.6891 2021-07-09 08:28:28,270 - mmaction - INFO - Epoch [135][2600/3757] lr: 1.000e-04, eta: 17:10:41, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9363, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.2388, loss: 2.1752, grad_norm: 11.1731 2021-07-09 08:28:49,390 - mmaction - INFO - Epoch [135][2620/3757] lr: 1.000e-04, eta: 17:10:20, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9161, top1_acc: 0.7352, top5_acc: 0.8781, loss_cls: 1.1507, loss: 2.0668, grad_norm: 10.5343 2021-07-09 08:29:11,593 - mmaction - INFO - Epoch [135][2640/3757] lr: 1.000e-04, eta: 17:09:58, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 0.9158, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2212, loss: 2.1370, grad_norm: 11.2194 2021-07-09 08:29:32,801 - mmaction - INFO - Epoch [135][2660/3757] lr: 1.000e-04, eta: 17:09:37, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9554, top1_acc: 0.6937, top5_acc: 0.8570, loss_cls: 1.3112, loss: 2.2665, grad_norm: 11.3598 2021-07-09 08:29:53,861 - mmaction - INFO - Epoch [135][2680/3757] lr: 1.000e-04, eta: 17:09:15, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.8990, top1_acc: 0.7102, top5_acc: 0.8656, loss_cls: 1.2382, loss: 2.1372, grad_norm: 10.8168 2021-07-09 08:30:15,053 - mmaction - INFO - Epoch [135][2700/3757] lr: 1.000e-04, eta: 17:08:54, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9377, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2468, loss: 2.1846, grad_norm: 11.1305 2021-07-09 08:30:36,087 - mmaction - INFO - Epoch [135][2720/3757] lr: 1.000e-04, eta: 17:08:32, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6937, top5_acc: 0.8492, loss_cls: 1.3212, loss: 2.3015, grad_norm: 11.2438 2021-07-09 08:30:57,555 - mmaction - INFO - Epoch [135][2740/3757] lr: 1.000e-04, eta: 17:08:11, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 0.9242, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2412, loss: 2.1654, grad_norm: 11.0242 2021-07-09 08:31:18,573 - mmaction - INFO - Epoch [135][2760/3757] lr: 1.000e-04, eta: 17:07:49, time: 1.053, data_time: 0.007, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3030, loss: 2.2656, grad_norm: 11.4173 2021-07-09 08:31:40,006 - mmaction - INFO - Epoch [135][2780/3757] lr: 1.000e-04, eta: 17:07:28, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 1.0061, top1_acc: 0.6844, top5_acc: 0.8453, loss_cls: 1.3918, loss: 2.3980, grad_norm: 11.5024 2021-07-09 08:32:01,270 - mmaction - INFO - Epoch [135][2800/3757] lr: 1.000e-04, eta: 17:07:06, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9770, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.3554, loss: 2.3324, grad_norm: 11.6371 2021-07-09 08:32:22,365 - mmaction - INFO - Epoch [135][2820/3757] lr: 1.000e-04, eta: 17:06:45, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9025, top1_acc: 0.7180, top5_acc: 0.8875, loss_cls: 1.1759, loss: 2.0784, grad_norm: 10.9881 2021-07-09 08:32:43,658 - mmaction - INFO - Epoch [135][2840/3757] lr: 1.000e-04, eta: 17:06:23, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9749, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3603, loss: 2.3353, grad_norm: 11.1157 2021-07-09 08:33:04,587 - mmaction - INFO - Epoch [135][2860/3757] lr: 1.000e-04, eta: 17:06:01, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9567, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2727, loss: 2.2295, grad_norm: 11.0907 2021-07-09 08:33:25,931 - mmaction - INFO - Epoch [135][2880/3757] lr: 1.000e-04, eta: 17:05:40, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9379, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2437, loss: 2.1817, grad_norm: 10.9188 2021-07-09 08:33:46,981 - mmaction - INFO - Epoch [135][2900/3757] lr: 1.000e-04, eta: 17:05:18, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9732, top1_acc: 0.6961, top5_acc: 0.8766, loss_cls: 1.3017, loss: 2.2749, grad_norm: 11.4588 2021-07-09 08:34:08,047 - mmaction - INFO - Epoch [135][2920/3757] lr: 1.000e-04, eta: 17:04:57, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9750, top1_acc: 0.6891, top5_acc: 0.8508, loss_cls: 1.3239, loss: 2.2989, grad_norm: 11.4885 2021-07-09 08:34:29,327 - mmaction - INFO - Epoch [135][2940/3757] lr: 1.000e-04, eta: 17:04:35, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3316, loss: 2.2998, grad_norm: 11.4074 2021-07-09 08:34:50,299 - mmaction - INFO - Epoch [135][2960/3757] lr: 1.000e-04, eta: 17:04:14, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9895, top1_acc: 0.6711, top5_acc: 0.8469, loss_cls: 1.3902, loss: 2.3797, grad_norm: 11.5538 2021-07-09 08:35:12,028 - mmaction - INFO - Epoch [135][2980/3757] lr: 1.000e-04, eta: 17:03:52, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9743, top1_acc: 0.7117, top5_acc: 0.8680, loss_cls: 1.2699, loss: 2.2442, grad_norm: 11.3527 2021-07-09 08:35:34,007 - mmaction - INFO - Epoch [135][3000/3757] lr: 1.000e-04, eta: 17:03:31, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 0.9534, top1_acc: 0.6922, top5_acc: 0.8500, loss_cls: 1.3262, loss: 2.2795, grad_norm: 11.1921 2021-07-09 08:35:55,167 - mmaction - INFO - Epoch [135][3020/3757] lr: 1.000e-04, eta: 17:03:09, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9521, top1_acc: 0.7109, top5_acc: 0.8570, loss_cls: 1.2350, loss: 2.1870, grad_norm: 11.1579 2021-07-09 08:36:16,284 - mmaction - INFO - Epoch [135][3040/3757] lr: 1.000e-04, eta: 17:02:48, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9472, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2829, loss: 2.2301, grad_norm: 11.2668 2021-07-09 08:36:37,523 - mmaction - INFO - Epoch [135][3060/3757] lr: 1.000e-04, eta: 17:02:26, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9535, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3321, loss: 2.2857, grad_norm: 11.6985 2021-07-09 08:36:58,927 - mmaction - INFO - Epoch [135][3080/3757] lr: 1.000e-04, eta: 17:02:05, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9320, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2314, loss: 2.1634, grad_norm: 11.2347 2021-07-09 08:37:20,334 - mmaction - INFO - Epoch [135][3100/3757] lr: 1.000e-04, eta: 17:01:43, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 1.0076, top1_acc: 0.6687, top5_acc: 0.8359, loss_cls: 1.4126, loss: 2.4202, grad_norm: 11.7647 2021-07-09 08:37:41,472 - mmaction - INFO - Epoch [135][3120/3757] lr: 1.000e-04, eta: 17:01:22, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6828, top5_acc: 0.8477, loss_cls: 1.3599, loss: 2.3631, grad_norm: 11.4521 2021-07-09 08:38:02,428 - mmaction - INFO - Epoch [135][3140/3757] lr: 1.000e-04, eta: 17:01:00, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9423, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.2707, loss: 2.2130, grad_norm: 11.1150 2021-07-09 08:38:25,615 - mmaction - INFO - Epoch [135][3160/3757] lr: 1.000e-04, eta: 17:00:39, time: 1.159, data_time: 0.003, memory: 6921, loss_aux: 0.9481, top1_acc: 0.6711, top5_acc: 0.8477, loss_cls: 1.3446, loss: 2.2927, grad_norm: 11.4531 2021-07-09 08:38:46,414 - mmaction - INFO - Epoch [135][3180/3757] lr: 1.000e-04, eta: 17:00:17, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 0.9503, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.3111, loss: 2.2614, grad_norm: 11.1599 2021-07-09 08:39:07,563 - mmaction - INFO - Epoch [135][3200/3757] lr: 1.000e-04, eta: 16:59:56, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9234, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.2536, loss: 2.1770, grad_norm: 11.1631 2021-07-09 08:39:28,465 - mmaction - INFO - Epoch [135][3220/3757] lr: 1.000e-04, eta: 16:59:34, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 0.9993, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3483, loss: 2.3475, grad_norm: 11.4736 2021-07-09 08:39:49,644 - mmaction - INFO - Epoch [135][3240/3757] lr: 1.000e-04, eta: 16:59:12, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9382, top1_acc: 0.7102, top5_acc: 0.8703, loss_cls: 1.2488, loss: 2.1870, grad_norm: 11.0515 2021-07-09 08:40:10,837 - mmaction - INFO - Epoch [135][3260/3757] lr: 1.000e-04, eta: 16:58:51, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.3438, loss: 2.3212, grad_norm: 11.6602 2021-07-09 08:40:32,511 - mmaction - INFO - Epoch [135][3280/3757] lr: 1.000e-04, eta: 16:58:29, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 0.9589, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2954, loss: 2.2543, grad_norm: 10.9341 2021-07-09 08:40:53,502 - mmaction - INFO - Epoch [135][3300/3757] lr: 1.000e-04, eta: 16:58:08, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9471, top1_acc: 0.6898, top5_acc: 0.8547, loss_cls: 1.3059, loss: 2.2530, grad_norm: 11.2440 2021-07-09 08:41:14,700 - mmaction - INFO - Epoch [135][3320/3757] lr: 1.000e-04, eta: 16:57:46, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6734, top5_acc: 0.8391, loss_cls: 1.3919, loss: 2.3811, grad_norm: 11.3415 2021-07-09 08:41:35,832 - mmaction - INFO - Epoch [135][3340/3757] lr: 1.000e-04, eta: 16:57:25, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6820, top5_acc: 0.8516, loss_cls: 1.3188, loss: 2.2814, grad_norm: 11.1560 2021-07-09 08:41:56,799 - mmaction - INFO - Epoch [135][3360/3757] lr: 1.000e-04, eta: 16:57:03, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9930, top1_acc: 0.6891, top5_acc: 0.8422, loss_cls: 1.3698, loss: 2.3628, grad_norm: 11.4483 2021-07-09 08:42:18,121 - mmaction - INFO - Epoch [135][3380/3757] lr: 1.000e-04, eta: 16:56:42, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9848, top1_acc: 0.6852, top5_acc: 0.8492, loss_cls: 1.3318, loss: 2.3166, grad_norm: 11.3704 2021-07-09 08:42:39,429 - mmaction - INFO - Epoch [135][3400/3757] lr: 1.000e-04, eta: 16:56:20, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 0.9705, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2887, loss: 2.2592, grad_norm: 11.4702 2021-07-09 08:43:01,069 - mmaction - INFO - Epoch [135][3420/3757] lr: 1.000e-04, eta: 16:55:59, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9519, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.3163, loss: 2.2682, grad_norm: 11.5377 2021-07-09 08:43:22,154 - mmaction - INFO - Epoch [135][3440/3757] lr: 1.000e-04, eta: 16:55:37, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9514, top1_acc: 0.6836, top5_acc: 0.8727, loss_cls: 1.3036, loss: 2.2550, grad_norm: 11.4481 2021-07-09 08:43:43,153 - mmaction - INFO - Epoch [135][3460/3757] lr: 1.000e-04, eta: 16:55:15, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6789, top5_acc: 0.8508, loss_cls: 1.3245, loss: 2.2955, grad_norm: 11.4646 2021-07-09 08:44:04,245 - mmaction - INFO - Epoch [135][3480/3757] lr: 1.000e-04, eta: 16:54:54, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9443, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.3023, loss: 2.2466, grad_norm: 11.3816 2021-07-09 08:44:26,046 - mmaction - INFO - Epoch [135][3500/3757] lr: 1.000e-04, eta: 16:54:32, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 0.9173, top1_acc: 0.6930, top5_acc: 0.8602, loss_cls: 1.2445, loss: 2.1618, grad_norm: 11.2544 2021-07-09 08:44:47,159 - mmaction - INFO - Epoch [135][3520/3757] lr: 1.000e-04, eta: 16:54:11, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9466, top1_acc: 0.6898, top5_acc: 0.8664, loss_cls: 1.2680, loss: 2.2146, grad_norm: 11.0666 2021-07-09 08:45:08,266 - mmaction - INFO - Epoch [135][3540/3757] lr: 1.000e-04, eta: 16:53:49, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9161, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2195, loss: 2.1356, grad_norm: 11.2254 2021-07-09 08:45:29,265 - mmaction - INFO - Epoch [135][3560/3757] lr: 1.000e-04, eta: 16:53:28, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9498, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2709, loss: 2.2206, grad_norm: 11.1546 2021-07-09 08:45:50,481 - mmaction - INFO - Epoch [135][3580/3757] lr: 1.000e-04, eta: 16:53:06, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9337, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.2668, loss: 2.2005, grad_norm: 11.1296 2021-07-09 08:46:11,664 - mmaction - INFO - Epoch [135][3600/3757] lr: 1.000e-04, eta: 16:52:45, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9593, top1_acc: 0.6820, top5_acc: 0.8672, loss_cls: 1.3267, loss: 2.2860, grad_norm: 11.5272 2021-07-09 08:46:32,703 - mmaction - INFO - Epoch [135][3620/3757] lr: 1.000e-04, eta: 16:52:23, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9563, top1_acc: 0.6945, top5_acc: 0.8641, loss_cls: 1.2990, loss: 2.2553, grad_norm: 11.1899 2021-07-09 08:46:54,296 - mmaction - INFO - Epoch [135][3640/3757] lr: 1.000e-04, eta: 16:52:02, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 0.9242, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2781, loss: 2.2023, grad_norm: 11.1240 2021-07-09 08:47:16,449 - mmaction - INFO - Epoch [135][3660/3757] lr: 1.000e-04, eta: 16:51:40, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 0.9607, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.3249, loss: 2.2856, grad_norm: 11.4123 2021-07-09 08:47:37,523 - mmaction - INFO - Epoch [135][3680/3757] lr: 1.000e-04, eta: 16:51:19, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9633, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.2956, loss: 2.2589, grad_norm: 11.1806 2021-07-09 08:47:58,929 - mmaction - INFO - Epoch [135][3700/3757] lr: 1.000e-04, eta: 16:50:57, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9197, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2461, loss: 2.1658, grad_norm: 11.3658 2021-07-09 08:48:19,904 - mmaction - INFO - Epoch [135][3720/3757] lr: 1.000e-04, eta: 16:50:36, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.8853, top1_acc: 0.7250, top5_acc: 0.8688, loss_cls: 1.1751, loss: 2.0603, grad_norm: 10.7408 2021-07-09 08:48:41,198 - mmaction - INFO - Epoch [135][3740/3757] lr: 1.000e-04, eta: 16:50:14, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9521, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3205, loss: 2.2726, grad_norm: 11.2754 2021-07-09 08:48:59,408 - mmaction - INFO - Saving checkpoint at 135 epochs 2021-07-09 08:53:50,512 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 08:53:51,339 - mmaction - INFO - top1_acc 0.7056 top5_acc 0.8869 2021-07-09 08:53:51,339 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 08:53:51,371 - mmaction - INFO - mean_acc 0.7055 2021-07-09 08:53:51,379 - mmaction - INFO - Epoch(val) [135][310] top1_acc: 0.7056, top5_acc: 0.8869, mean_class_accuracy: 0.7055 2021-07-09 08:54:52,510 - mmaction - INFO - Epoch [136][20/3757] lr: 1.000e-04, eta: 16:49:37, time: 3.056, data_time: 1.981, memory: 6921, loss_aux: 0.9636, top1_acc: 0.7023, top5_acc: 0.8539, loss_cls: 1.2855, loss: 2.2492, grad_norm: 11.3554 2021-07-09 08:55:13,407 - mmaction - INFO - Epoch [136][40/3757] lr: 1.000e-04, eta: 16:49:15, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 0.9281, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2934, loss: 2.2214, grad_norm: 11.0780 2021-07-09 08:55:34,589 - mmaction - INFO - Epoch [136][60/3757] lr: 1.000e-04, eta: 16:48:54, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9390, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2608, loss: 2.1997, grad_norm: 11.0715 2021-07-09 08:55:55,550 - mmaction - INFO - Epoch [136][80/3757] lr: 1.000e-04, eta: 16:48:32, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9434, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2407, loss: 2.1841, grad_norm: 11.2962 2021-07-09 08:56:16,738 - mmaction - INFO - Epoch [136][100/3757] lr: 1.000e-04, eta: 16:48:10, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9458, top1_acc: 0.7055, top5_acc: 0.8625, loss_cls: 1.2835, loss: 2.2293, grad_norm: 11.1008 2021-07-09 08:56:37,689 - mmaction - INFO - Epoch [136][120/3757] lr: 1.000e-04, eta: 16:47:49, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9307, top1_acc: 0.7133, top5_acc: 0.8719, loss_cls: 1.2340, loss: 2.1646, grad_norm: 10.8934 2021-07-09 08:56:58,763 - mmaction - INFO - Epoch [136][140/3757] lr: 1.000e-04, eta: 16:47:27, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9513, top1_acc: 0.6977, top5_acc: 0.8570, loss_cls: 1.2853, loss: 2.2366, grad_norm: 11.0682 2021-07-09 08:57:20,068 - mmaction - INFO - Epoch [136][160/3757] lr: 1.000e-04, eta: 16:47:06, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9591, top1_acc: 0.6977, top5_acc: 0.8523, loss_cls: 1.2858, loss: 2.2449, grad_norm: 11.4232 2021-07-09 08:57:42,814 - mmaction - INFO - Epoch [136][180/3757] lr: 1.000e-04, eta: 16:46:44, time: 1.137, data_time: 0.004, memory: 6921, loss_aux: 0.9336, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2288, loss: 2.1624, grad_norm: 11.3363 2021-07-09 08:58:03,671 - mmaction - INFO - Epoch [136][200/3757] lr: 1.000e-04, eta: 16:46:23, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 0.9571, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2618, loss: 2.2189, grad_norm: 11.2465 2021-07-09 08:58:24,721 - mmaction - INFO - Epoch [136][220/3757] lr: 1.000e-04, eta: 16:46:01, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9548, top1_acc: 0.6914, top5_acc: 0.8539, loss_cls: 1.3032, loss: 2.2580, grad_norm: 11.3336 2021-07-09 08:58:45,637 - mmaction - INFO - Epoch [136][240/3757] lr: 1.000e-04, eta: 16:45:40, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9444, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2697, loss: 2.2141, grad_norm: 11.3479 2021-07-09 08:59:06,803 - mmaction - INFO - Epoch [136][260/3757] lr: 1.000e-04, eta: 16:45:18, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9792, top1_acc: 0.6992, top5_acc: 0.8594, loss_cls: 1.3138, loss: 2.2930, grad_norm: 11.7170 2021-07-09 08:59:28,165 - mmaction - INFO - Epoch [136][280/3757] lr: 1.000e-04, eta: 16:44:57, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 0.9213, top1_acc: 0.7008, top5_acc: 0.8828, loss_cls: 1.2003, loss: 2.1216, grad_norm: 11.0258 2021-07-09 08:59:50,594 - mmaction - INFO - Epoch [136][300/3757] lr: 1.000e-04, eta: 16:44:35, time: 1.122, data_time: 0.060, memory: 6921, loss_aux: 0.9434, top1_acc: 0.6945, top5_acc: 0.8555, loss_cls: 1.3260, loss: 2.2694, grad_norm: 11.5246 2021-07-09 09:00:11,508 - mmaction - INFO - Epoch [136][320/3757] lr: 1.000e-04, eta: 16:44:14, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 0.9308, top1_acc: 0.6977, top5_acc: 0.8617, loss_cls: 1.2562, loss: 2.1871, grad_norm: 10.9499 2021-07-09 09:00:32,590 - mmaction - INFO - Epoch [136][340/3757] lr: 1.000e-04, eta: 16:43:52, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.8826, top1_acc: 0.7242, top5_acc: 0.8883, loss_cls: 1.1553, loss: 2.0379, grad_norm: 10.8151 2021-07-09 09:00:54,294 - mmaction - INFO - Epoch [136][360/3757] lr: 1.000e-04, eta: 16:43:31, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 0.9569, top1_acc: 0.6883, top5_acc: 0.8555, loss_cls: 1.3064, loss: 2.2633, grad_norm: 11.4197 2021-07-09 09:01:15,355 - mmaction - INFO - Epoch [136][380/3757] lr: 1.000e-04, eta: 16:43:09, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 0.9083, top1_acc: 0.7141, top5_acc: 0.8781, loss_cls: 1.2094, loss: 2.1177, grad_norm: 11.4415 2021-07-09 09:01:36,516 - mmaction - INFO - Epoch [136][400/3757] lr: 1.000e-04, eta: 16:42:48, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9241, top1_acc: 0.6984, top5_acc: 0.8609, loss_cls: 1.2654, loss: 2.1895, grad_norm: 11.1241 2021-07-09 09:01:57,833 - mmaction - INFO - Epoch [136][420/3757] lr: 1.000e-04, eta: 16:42:26, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6813, top5_acc: 0.8617, loss_cls: 1.3572, loss: 2.3357, grad_norm: 11.6864 2021-07-09 09:02:19,244 - mmaction - INFO - Epoch [136][440/3757] lr: 1.000e-04, eta: 16:42:05, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9426, top1_acc: 0.6875, top5_acc: 0.8547, loss_cls: 1.3037, loss: 2.2463, grad_norm: 11.4018 2021-07-09 09:02:40,186 - mmaction - INFO - Epoch [136][460/3757] lr: 1.000e-04, eta: 16:41:43, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.8993, top1_acc: 0.7242, top5_acc: 0.8805, loss_cls: 1.1579, loss: 2.0572, grad_norm: 10.8737 2021-07-09 09:03:01,451 - mmaction - INFO - Epoch [136][480/3757] lr: 1.000e-04, eta: 16:41:21, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9346, top1_acc: 0.6930, top5_acc: 0.8602, loss_cls: 1.2989, loss: 2.2335, grad_norm: 11.1605 2021-07-09 09:03:23,286 - mmaction - INFO - Epoch [136][500/3757] lr: 1.000e-04, eta: 16:41:00, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 0.9144, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2282, loss: 2.1426, grad_norm: 11.0815 2021-07-09 09:03:44,167 - mmaction - INFO - Epoch [136][520/3757] lr: 1.000e-04, eta: 16:40:38, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9629, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3062, loss: 2.2691, grad_norm: 11.6576 2021-07-09 09:04:05,305 - mmaction - INFO - Epoch [136][540/3757] lr: 1.000e-04, eta: 16:40:17, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9236, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2040, loss: 2.1276, grad_norm: 11.0725 2021-07-09 09:04:26,359 - mmaction - INFO - Epoch [136][560/3757] lr: 1.000e-04, eta: 16:39:55, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6781, top5_acc: 0.8602, loss_cls: 1.3441, loss: 2.3330, grad_norm: 11.7132 2021-07-09 09:04:47,603 - mmaction - INFO - Epoch [136][580/3757] lr: 1.000e-04, eta: 16:39:34, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6969, top5_acc: 0.8523, loss_cls: 1.2758, loss: 2.2372, grad_norm: 11.2424 2021-07-09 09:05:08,764 - mmaction - INFO - Epoch [136][600/3757] lr: 1.000e-04, eta: 16:39:12, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9686, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3748, loss: 2.3434, grad_norm: 11.6266 2021-07-09 09:05:29,951 - mmaction - INFO - Epoch [136][620/3757] lr: 1.000e-04, eta: 16:38:51, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9320, top1_acc: 0.6992, top5_acc: 0.8586, loss_cls: 1.2652, loss: 2.1972, grad_norm: 11.3385 2021-07-09 09:05:51,231 - mmaction - INFO - Epoch [136][640/3757] lr: 1.000e-04, eta: 16:38:29, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6852, top5_acc: 0.8508, loss_cls: 1.2845, loss: 2.2498, grad_norm: 11.4051 2021-07-09 09:06:12,230 - mmaction - INFO - Epoch [136][660/3757] lr: 1.000e-04, eta: 16:38:08, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9671, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3322, loss: 2.2994, grad_norm: 11.6392 2021-07-09 09:06:33,286 - mmaction - INFO - Epoch [136][680/3757] lr: 1.000e-04, eta: 16:37:46, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.3077, loss: 2.2698, grad_norm: 11.2232 2021-07-09 09:06:54,479 - mmaction - INFO - Epoch [136][700/3757] lr: 1.000e-04, eta: 16:37:24, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9583, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.3104, loss: 2.2687, grad_norm: 11.0428 2021-07-09 09:07:15,669 - mmaction - INFO - Epoch [136][720/3757] lr: 1.000e-04, eta: 16:37:03, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9484, top1_acc: 0.6953, top5_acc: 0.8555, loss_cls: 1.3054, loss: 2.2538, grad_norm: 11.6300 2021-07-09 09:07:36,861 - mmaction - INFO - Epoch [136][740/3757] lr: 1.000e-04, eta: 16:36:41, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.8879, top1_acc: 0.7297, top5_acc: 0.8672, loss_cls: 1.1736, loss: 2.0614, grad_norm: 10.8946 2021-07-09 09:07:58,161 - mmaction - INFO - Epoch [136][760/3757] lr: 1.000e-04, eta: 16:36:20, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9511, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.3127, loss: 2.2638, grad_norm: 11.3946 2021-07-09 09:08:19,195 - mmaction - INFO - Epoch [136][780/3757] lr: 1.000e-04, eta: 16:35:58, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9380, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2411, loss: 2.1790, grad_norm: 11.1879 2021-07-09 09:08:40,349 - mmaction - INFO - Epoch [136][800/3757] lr: 1.000e-04, eta: 16:35:37, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9595, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2827, loss: 2.2422, grad_norm: 11.6423 2021-07-09 09:09:01,418 - mmaction - INFO - Epoch [136][820/3757] lr: 1.000e-04, eta: 16:35:15, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9693, top1_acc: 0.6758, top5_acc: 0.8609, loss_cls: 1.3172, loss: 2.2865, grad_norm: 11.3811 2021-07-09 09:09:22,741 - mmaction - INFO - Epoch [136][840/3757] lr: 1.000e-04, eta: 16:34:54, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6695, top5_acc: 0.8523, loss_cls: 1.3799, loss: 2.3612, grad_norm: 11.7564 2021-07-09 09:09:44,081 - mmaction - INFO - Epoch [136][860/3757] lr: 1.000e-04, eta: 16:34:32, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9869, top1_acc: 0.6687, top5_acc: 0.8547, loss_cls: 1.3626, loss: 2.3495, grad_norm: 11.7133 2021-07-09 09:10:05,161 - mmaction - INFO - Epoch [136][880/3757] lr: 1.000e-04, eta: 16:34:11, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9722, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.3418, loss: 2.3140, grad_norm: 11.1100 2021-07-09 09:10:26,188 - mmaction - INFO - Epoch [136][900/3757] lr: 1.000e-04, eta: 16:33:49, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9265, top1_acc: 0.7180, top5_acc: 0.8703, loss_cls: 1.2091, loss: 2.1356, grad_norm: 11.1811 2021-07-09 09:10:47,315 - mmaction - INFO - Epoch [136][920/3757] lr: 1.000e-04, eta: 16:33:27, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9294, top1_acc: 0.7102, top5_acc: 0.8719, loss_cls: 1.2378, loss: 2.1672, grad_norm: 11.0874 2021-07-09 09:11:09,125 - mmaction - INFO - Epoch [136][940/3757] lr: 1.000e-04, eta: 16:33:06, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 0.9293, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2359, loss: 2.1653, grad_norm: 11.2596 2021-07-09 09:11:30,138 - mmaction - INFO - Epoch [136][960/3757] lr: 1.000e-04, eta: 16:32:44, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 1.0111, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3521, loss: 2.3631, grad_norm: 11.6948 2021-07-09 09:11:51,116 - mmaction - INFO - Epoch [136][980/3757] lr: 1.000e-04, eta: 16:32:23, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9708, top1_acc: 0.6859, top5_acc: 0.8641, loss_cls: 1.3295, loss: 2.3003, grad_norm: 11.6338 2021-07-09 09:12:12,441 - mmaction - INFO - Epoch [136][1000/3757] lr: 1.000e-04, eta: 16:32:01, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 0.9314, top1_acc: 0.6930, top5_acc: 0.8570, loss_cls: 1.2912, loss: 2.2226, grad_norm: 11.3894 2021-07-09 09:12:33,509 - mmaction - INFO - Epoch [136][1020/3757] lr: 1.000e-04, eta: 16:31:40, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9609, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.3303, loss: 2.2912, grad_norm: 11.5066 2021-07-09 09:12:55,026 - mmaction - INFO - Epoch [136][1040/3757] lr: 1.000e-04, eta: 16:31:18, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9150, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.2100, loss: 2.1250, grad_norm: 10.9814 2021-07-09 09:13:16,108 - mmaction - INFO - Epoch [136][1060/3757] lr: 1.000e-04, eta: 16:30:57, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6711, top5_acc: 0.8500, loss_cls: 1.3658, loss: 2.3432, grad_norm: 11.3836 2021-07-09 09:13:37,267 - mmaction - INFO - Epoch [136][1080/3757] lr: 1.000e-04, eta: 16:30:35, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9459, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2486, loss: 2.1945, grad_norm: 11.4712 2021-07-09 09:13:58,281 - mmaction - INFO - Epoch [136][1100/3757] lr: 1.000e-04, eta: 16:30:14, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9034, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2201, loss: 2.1234, grad_norm: 11.5949 2021-07-09 09:14:19,333 - mmaction - INFO - Epoch [136][1120/3757] lr: 1.000e-04, eta: 16:29:52, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 0.9474, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2902, loss: 2.2376, grad_norm: 11.2396 2021-07-09 09:14:40,603 - mmaction - INFO - Epoch [136][1140/3757] lr: 1.000e-04, eta: 16:29:31, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3036, loss: 2.2693, grad_norm: 11.6712 2021-07-09 09:15:01,513 - mmaction - INFO - Epoch [136][1160/3757] lr: 1.000e-04, eta: 16:29:09, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9388, top1_acc: 0.6914, top5_acc: 0.8734, loss_cls: 1.2249, loss: 2.1637, grad_norm: 11.0522 2021-07-09 09:15:22,725 - mmaction - INFO - Epoch [136][1180/3757] lr: 1.000e-04, eta: 16:28:47, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6727, top5_acc: 0.8461, loss_cls: 1.3595, loss: 2.3414, grad_norm: 11.7944 2021-07-09 09:15:43,884 - mmaction - INFO - Epoch [136][1200/3757] lr: 1.000e-04, eta: 16:28:26, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6758, top5_acc: 0.8484, loss_cls: 1.3660, loss: 2.3587, grad_norm: 11.6423 2021-07-09 09:16:05,005 - mmaction - INFO - Epoch [136][1220/3757] lr: 1.000e-04, eta: 16:28:04, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9345, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2506, loss: 2.1851, grad_norm: 11.4147 2021-07-09 09:16:25,939 - mmaction - INFO - Epoch [136][1240/3757] lr: 1.000e-04, eta: 16:27:43, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.3113, loss: 2.2829, grad_norm: 11.5380 2021-07-09 09:16:46,950 - mmaction - INFO - Epoch [136][1260/3757] lr: 1.000e-04, eta: 16:27:21, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9077, top1_acc: 0.7094, top5_acc: 0.8711, loss_cls: 1.2150, loss: 2.1227, grad_norm: 10.9361 2021-07-09 09:17:09,338 - mmaction - INFO - Epoch [136][1280/3757] lr: 1.000e-04, eta: 16:27:00, time: 1.119, data_time: 0.002, memory: 6921, loss_aux: 0.9854, top1_acc: 0.6641, top5_acc: 0.8547, loss_cls: 1.3894, loss: 2.3748, grad_norm: 11.5529 2021-07-09 09:17:30,331 - mmaction - INFO - Epoch [136][1300/3757] lr: 1.000e-04, eta: 16:26:38, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9372, top1_acc: 0.6773, top5_acc: 0.8695, loss_cls: 1.2592, loss: 2.1964, grad_norm: 11.0441 2021-07-09 09:17:51,249 - mmaction - INFO - Epoch [136][1320/3757] lr: 1.000e-04, eta: 16:26:17, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 0.9532, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2769, loss: 2.2301, grad_norm: 11.3485 2021-07-09 09:18:12,456 - mmaction - INFO - Epoch [136][1340/3757] lr: 1.000e-04, eta: 16:25:55, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9198, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.1915, loss: 2.1113, grad_norm: 11.1029 2021-07-09 09:18:33,690 - mmaction - INFO - Epoch [136][1360/3757] lr: 1.000e-04, eta: 16:25:34, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9469, top1_acc: 0.6789, top5_acc: 0.8664, loss_cls: 1.3286, loss: 2.2756, grad_norm: 11.2925 2021-07-09 09:18:54,740 - mmaction - INFO - Epoch [136][1380/3757] lr: 1.000e-04, eta: 16:25:12, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9388, top1_acc: 0.7125, top5_acc: 0.8680, loss_cls: 1.2499, loss: 2.1887, grad_norm: 11.4685 2021-07-09 09:19:16,775 - mmaction - INFO - Epoch [136][1400/3757] lr: 1.000e-04, eta: 16:24:51, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 0.9342, top1_acc: 0.7070, top5_acc: 0.8680, loss_cls: 1.2584, loss: 2.1926, grad_norm: 11.1829 2021-07-09 09:19:37,809 - mmaction - INFO - Epoch [136][1420/3757] lr: 1.000e-04, eta: 16:24:29, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9666, top1_acc: 0.6977, top5_acc: 0.8492, loss_cls: 1.3157, loss: 2.2823, grad_norm: 11.3720 2021-07-09 09:19:58,750 - mmaction - INFO - Epoch [136][1440/3757] lr: 1.000e-04, eta: 16:24:08, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 0.9737, top1_acc: 0.6953, top5_acc: 0.8523, loss_cls: 1.3156, loss: 2.2893, grad_norm: 11.3816 2021-07-09 09:20:19,983 - mmaction - INFO - Epoch [136][1460/3757] lr: 1.000e-04, eta: 16:23:46, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9491, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2490, loss: 2.1981, grad_norm: 11.4983 2021-07-09 09:20:40,940 - mmaction - INFO - Epoch [136][1480/3757] lr: 1.000e-04, eta: 16:23:24, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6883, top5_acc: 0.8469, loss_cls: 1.3341, loss: 2.2969, grad_norm: 11.3680 2021-07-09 09:21:03,092 - mmaction - INFO - Epoch [136][1500/3757] lr: 1.000e-04, eta: 16:23:03, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 0.9448, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.2764, loss: 2.2212, grad_norm: 11.3641 2021-07-09 09:21:24,191 - mmaction - INFO - Epoch [136][1520/3757] lr: 1.000e-04, eta: 16:22:41, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9227, top1_acc: 0.7047, top5_acc: 0.8711, loss_cls: 1.2292, loss: 2.1519, grad_norm: 10.8547 2021-07-09 09:21:45,752 - mmaction - INFO - Epoch [136][1540/3757] lr: 1.000e-04, eta: 16:22:20, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 0.9298, top1_acc: 0.7141, top5_acc: 0.8672, loss_cls: 1.2330, loss: 2.1628, grad_norm: 10.8846 2021-07-09 09:22:07,082 - mmaction - INFO - Epoch [136][1560/3757] lr: 1.000e-04, eta: 16:21:58, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9783, top1_acc: 0.6719, top5_acc: 0.8586, loss_cls: 1.3344, loss: 2.3127, grad_norm: 11.3922 2021-07-09 09:22:28,192 - mmaction - INFO - Epoch [136][1580/3757] lr: 1.000e-04, eta: 16:21:37, time: 1.053, data_time: 0.008, memory: 6921, loss_aux: 0.9636, top1_acc: 0.6805, top5_acc: 0.8641, loss_cls: 1.3192, loss: 2.2828, grad_norm: 11.4671 2021-07-09 09:22:49,526 - mmaction - INFO - Epoch [136][1600/3757] lr: 1.000e-04, eta: 16:21:15, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 0.9069, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2117, loss: 2.1185, grad_norm: 11.1399 2021-07-09 09:23:10,569 - mmaction - INFO - Epoch [136][1620/3757] lr: 1.000e-04, eta: 16:20:54, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9035, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2072, loss: 2.1107, grad_norm: 11.1027 2021-07-09 09:23:31,665 - mmaction - INFO - Epoch [136][1640/3757] lr: 1.000e-04, eta: 16:20:32, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.2845, loss: 2.2637, grad_norm: 11.1797 2021-07-09 09:23:53,722 - mmaction - INFO - Epoch [136][1660/3757] lr: 1.000e-04, eta: 16:20:11, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 0.9515, top1_acc: 0.6937, top5_acc: 0.8797, loss_cls: 1.2298, loss: 2.1813, grad_norm: 11.1070 2021-07-09 09:24:14,749 - mmaction - INFO - Epoch [136][1680/3757] lr: 1.000e-04, eta: 16:19:49, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9374, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.2530, loss: 2.1904, grad_norm: 11.3838 2021-07-09 09:24:35,749 - mmaction - INFO - Epoch [136][1700/3757] lr: 1.000e-04, eta: 16:19:28, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9824, top1_acc: 0.6961, top5_acc: 0.8539, loss_cls: 1.2999, loss: 2.2823, grad_norm: 11.2865 2021-07-09 09:24:56,824 - mmaction - INFO - Epoch [136][1720/3757] lr: 1.000e-04, eta: 16:19:06, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6836, top5_acc: 0.8695, loss_cls: 1.2941, loss: 2.2521, grad_norm: 11.5455 2021-07-09 09:25:17,838 - mmaction - INFO - Epoch [136][1740/3757] lr: 1.000e-04, eta: 16:18:45, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.8958, top1_acc: 0.7039, top5_acc: 0.8820, loss_cls: 1.1815, loss: 2.0773, grad_norm: 11.1428 2021-07-09 09:25:39,124 - mmaction - INFO - Epoch [136][1760/3757] lr: 1.000e-04, eta: 16:18:23, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9571, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3427, loss: 2.2997, grad_norm: 11.4000 2021-07-09 09:26:01,007 - mmaction - INFO - Epoch [136][1780/3757] lr: 1.000e-04, eta: 16:18:02, time: 1.096, data_time: 0.054, memory: 6921, loss_aux: 0.9040, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.2017, loss: 2.1057, grad_norm: 10.7517 2021-07-09 09:26:22,314 - mmaction - INFO - Epoch [136][1800/3757] lr: 1.000e-04, eta: 16:17:40, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9765, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3213, loss: 2.2978, grad_norm: 11.3308 2021-07-09 09:26:43,267 - mmaction - INFO - Epoch [136][1820/3757] lr: 1.000e-04, eta: 16:17:18, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9664, top1_acc: 0.6977, top5_acc: 0.8555, loss_cls: 1.3113, loss: 2.2777, grad_norm: 11.5484 2021-07-09 09:27:04,599 - mmaction - INFO - Epoch [136][1840/3757] lr: 1.000e-04, eta: 16:16:57, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 0.9504, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2435, loss: 2.1938, grad_norm: 11.2442 2021-07-09 09:27:25,552 - mmaction - INFO - Epoch [136][1860/3757] lr: 1.000e-04, eta: 16:16:35, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3484, loss: 2.3192, grad_norm: 11.6061 2021-07-09 09:27:46,923 - mmaction - INFO - Epoch [136][1880/3757] lr: 1.000e-04, eta: 16:16:14, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9195, top1_acc: 0.7008, top5_acc: 0.8750, loss_cls: 1.2371, loss: 2.1566, grad_norm: 11.0331 2021-07-09 09:28:07,977 - mmaction - INFO - Epoch [136][1900/3757] lr: 1.000e-04, eta: 16:15:52, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6953, top5_acc: 0.8602, loss_cls: 1.3098, loss: 2.2694, grad_norm: 11.4262 2021-07-09 09:28:29,119 - mmaction - INFO - Epoch [136][1920/3757] lr: 1.000e-04, eta: 16:15:31, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9691, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2727, loss: 2.2418, grad_norm: 11.2986 2021-07-09 09:28:50,072 - mmaction - INFO - Epoch [136][1940/3757] lr: 1.000e-04, eta: 16:15:09, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6828, top5_acc: 0.8609, loss_cls: 1.3394, loss: 2.3165, grad_norm: 11.4532 2021-07-09 09:29:11,135 - mmaction - INFO - Epoch [136][1960/3757] lr: 1.000e-04, eta: 16:14:48, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9450, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.2768, loss: 2.2218, grad_norm: 11.4636 2021-07-09 09:29:32,334 - mmaction - INFO - Epoch [136][1980/3757] lr: 1.000e-04, eta: 16:14:26, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9215, top1_acc: 0.7070, top5_acc: 0.8828, loss_cls: 1.1962, loss: 2.1177, grad_norm: 11.1601 2021-07-09 09:29:53,410 - mmaction - INFO - Epoch [136][2000/3757] lr: 1.000e-04, eta: 16:14:05, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9313, top1_acc: 0.7039, top5_acc: 0.8648, loss_cls: 1.2425, loss: 2.1738, grad_norm: 10.8230 2021-07-09 09:30:14,426 - mmaction - INFO - Epoch [136][2020/3757] lr: 1.000e-04, eta: 16:13:43, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9525, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.2950, loss: 2.2475, grad_norm: 11.4873 2021-07-09 09:30:35,522 - mmaction - INFO - Epoch [136][2040/3757] lr: 1.000e-04, eta: 16:13:21, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9591, top1_acc: 0.6703, top5_acc: 0.8570, loss_cls: 1.3139, loss: 2.2730, grad_norm: 11.6438 2021-07-09 09:30:57,436 - mmaction - INFO - Epoch [136][2060/3757] lr: 1.000e-04, eta: 16:13:00, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9550, top1_acc: 0.6727, top5_acc: 0.8680, loss_cls: 1.2996, loss: 2.2546, grad_norm: 11.8026 2021-07-09 09:31:18,678 - mmaction - INFO - Epoch [136][2080/3757] lr: 1.000e-04, eta: 16:12:38, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 0.9446, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2555, loss: 2.2001, grad_norm: 11.3028 2021-07-09 09:31:39,894 - mmaction - INFO - Epoch [136][2100/3757] lr: 1.000e-04, eta: 16:12:17, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9910, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3592, loss: 2.3503, grad_norm: 11.5845 2021-07-09 09:32:00,898 - mmaction - INFO - Epoch [136][2120/3757] lr: 1.000e-04, eta: 16:11:55, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9097, top1_acc: 0.7180, top5_acc: 0.8859, loss_cls: 1.1636, loss: 2.0733, grad_norm: 10.9480 2021-07-09 09:32:22,190 - mmaction - INFO - Epoch [136][2140/3757] lr: 1.000e-04, eta: 16:11:34, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9410, top1_acc: 0.6977, top5_acc: 0.8539, loss_cls: 1.2911, loss: 2.2321, grad_norm: 11.0834 2021-07-09 09:32:43,389 - mmaction - INFO - Epoch [136][2160/3757] lr: 1.000e-04, eta: 16:11:12, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6805, top5_acc: 0.8672, loss_cls: 1.3064, loss: 2.2718, grad_norm: 11.6023 2021-07-09 09:33:04,441 - mmaction - INFO - Epoch [136][2180/3757] lr: 1.000e-04, eta: 16:10:51, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9765, top1_acc: 0.6687, top5_acc: 0.8562, loss_cls: 1.3836, loss: 2.3601, grad_norm: 11.7926 2021-07-09 09:33:25,592 - mmaction - INFO - Epoch [136][2200/3757] lr: 1.000e-04, eta: 16:10:29, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9965, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.3289, loss: 2.3253, grad_norm: 11.7392 2021-07-09 09:33:46,643 - mmaction - INFO - Epoch [136][2220/3757] lr: 1.000e-04, eta: 16:10:08, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9052, top1_acc: 0.7109, top5_acc: 0.8812, loss_cls: 1.1975, loss: 2.1027, grad_norm: 10.9990 2021-07-09 09:34:08,419 - mmaction - INFO - Epoch [136][2240/3757] lr: 1.000e-04, eta: 16:09:46, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9309, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2576, loss: 2.1885, grad_norm: 11.0074 2021-07-09 09:34:29,737 - mmaction - INFO - Epoch [136][2260/3757] lr: 1.000e-04, eta: 16:09:25, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9294, top1_acc: 0.6992, top5_acc: 0.8555, loss_cls: 1.2559, loss: 2.1853, grad_norm: 10.9705 2021-07-09 09:34:51,469 - mmaction - INFO - Epoch [136][2280/3757] lr: 1.000e-04, eta: 16:09:03, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9158, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2401, loss: 2.1559, grad_norm: 11.3412 2021-07-09 09:35:12,922 - mmaction - INFO - Epoch [136][2300/3757] lr: 1.000e-04, eta: 16:08:42, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9705, top1_acc: 0.6937, top5_acc: 0.8445, loss_cls: 1.3335, loss: 2.3040, grad_norm: 11.4472 2021-07-09 09:35:33,889 - mmaction - INFO - Epoch [136][2320/3757] lr: 1.000e-04, eta: 16:08:20, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6977, top5_acc: 0.8492, loss_cls: 1.3039, loss: 2.2657, grad_norm: 11.2485 2021-07-09 09:35:54,942 - mmaction - INFO - Epoch [136][2340/3757] lr: 1.000e-04, eta: 16:07:59, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.8803, top1_acc: 0.7102, top5_acc: 0.8875, loss_cls: 1.1427, loss: 2.0231, grad_norm: 10.8421 2021-07-09 09:36:16,237 - mmaction - INFO - Epoch [136][2360/3757] lr: 1.000e-04, eta: 16:07:37, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9205, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2356, loss: 2.1561, grad_norm: 11.1524 2021-07-09 09:36:37,311 - mmaction - INFO - Epoch [136][2380/3757] lr: 1.000e-04, eta: 16:07:15, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9906, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3932, loss: 2.3838, grad_norm: 11.7858 2021-07-09 09:36:58,804 - mmaction - INFO - Epoch [136][2400/3757] lr: 1.000e-04, eta: 16:06:54, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 0.9336, top1_acc: 0.7117, top5_acc: 0.8711, loss_cls: 1.2239, loss: 2.1575, grad_norm: 11.3734 2021-07-09 09:37:20,182 - mmaction - INFO - Epoch [136][2420/3757] lr: 1.000e-04, eta: 16:06:32, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6922, top5_acc: 0.8555, loss_cls: 1.3386, loss: 2.3188, grad_norm: 11.6499 2021-07-09 09:37:41,078 - mmaction - INFO - Epoch [136][2440/3757] lr: 1.000e-04, eta: 16:06:11, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 0.9511, top1_acc: 0.6797, top5_acc: 0.8492, loss_cls: 1.3421, loss: 2.2932, grad_norm: 11.4368 2021-07-09 09:38:02,195 - mmaction - INFO - Epoch [136][2460/3757] lr: 1.000e-04, eta: 16:05:49, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9538, top1_acc: 0.6992, top5_acc: 0.8586, loss_cls: 1.2859, loss: 2.2398, grad_norm: 11.4578 2021-07-09 09:38:23,452 - mmaction - INFO - Epoch [136][2480/3757] lr: 1.000e-04, eta: 16:05:28, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2701, loss: 2.2373, grad_norm: 11.3856 2021-07-09 09:38:44,674 - mmaction - INFO - Epoch [136][2500/3757] lr: 1.000e-04, eta: 16:05:06, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2696, loss: 2.2323, grad_norm: 11.5316 2021-07-09 09:39:05,747 - mmaction - INFO - Epoch [136][2520/3757] lr: 1.000e-04, eta: 16:04:45, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9573, top1_acc: 0.6898, top5_acc: 0.8469, loss_cls: 1.3367, loss: 2.2940, grad_norm: 11.4556 2021-07-09 09:39:27,051 - mmaction - INFO - Epoch [136][2540/3757] lr: 1.000e-04, eta: 16:04:23, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.8976, top1_acc: 0.7141, top5_acc: 0.8859, loss_cls: 1.1674, loss: 2.0650, grad_norm: 11.1996 2021-07-09 09:39:48,052 - mmaction - INFO - Epoch [136][2560/3757] lr: 1.000e-04, eta: 16:04:02, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9169, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2830, loss: 2.1998, grad_norm: 11.0602 2021-07-09 09:40:09,570 - mmaction - INFO - Epoch [136][2580/3757] lr: 1.000e-04, eta: 16:03:40, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.8973, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2065, loss: 2.1038, grad_norm: 11.0797 2021-07-09 09:40:30,819 - mmaction - INFO - Epoch [136][2600/3757] lr: 1.000e-04, eta: 16:03:19, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9014, top1_acc: 0.7148, top5_acc: 0.8711, loss_cls: 1.1994, loss: 2.1008, grad_norm: 11.0532 2021-07-09 09:40:51,810 - mmaction - INFO - Epoch [136][2620/3757] lr: 1.000e-04, eta: 16:02:57, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9515, top1_acc: 0.7078, top5_acc: 0.8805, loss_cls: 1.2207, loss: 2.1723, grad_norm: 11.5434 2021-07-09 09:41:12,935 - mmaction - INFO - Epoch [136][2640/3757] lr: 1.000e-04, eta: 16:02:35, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0282, top1_acc: 0.6727, top5_acc: 0.8508, loss_cls: 1.3850, loss: 2.4132, grad_norm: 11.9099 2021-07-09 09:41:34,114 - mmaction - INFO - Epoch [136][2660/3757] lr: 1.000e-04, eta: 16:02:14, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9620, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.2877, loss: 2.2497, grad_norm: 11.4720 2021-07-09 09:41:55,415 - mmaction - INFO - Epoch [136][2680/3757] lr: 1.000e-04, eta: 16:01:52, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9716, top1_acc: 0.6703, top5_acc: 0.8531, loss_cls: 1.3373, loss: 2.3089, grad_norm: 11.4385 2021-07-09 09:42:16,630 - mmaction - INFO - Epoch [136][2700/3757] lr: 1.000e-04, eta: 16:01:31, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9619, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2927, loss: 2.2546, grad_norm: 11.2093 2021-07-09 09:42:38,796 - mmaction - INFO - Epoch [136][2720/3757] lr: 1.000e-04, eta: 16:01:09, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 0.9192, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2525, loss: 2.1717, grad_norm: 11.1095 2021-07-09 09:43:00,208 - mmaction - INFO - Epoch [136][2740/3757] lr: 1.000e-04, eta: 16:00:48, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9065, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2065, loss: 2.1130, grad_norm: 11.0957 2021-07-09 09:43:21,109 - mmaction - INFO - Epoch [136][2760/3757] lr: 1.000e-04, eta: 16:00:26, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 0.9470, top1_acc: 0.7070, top5_acc: 0.8602, loss_cls: 1.2691, loss: 2.2161, grad_norm: 11.2204 2021-07-09 09:43:42,114 - mmaction - INFO - Epoch [136][2780/3757] lr: 1.000e-04, eta: 16:00:05, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6852, top5_acc: 0.8492, loss_cls: 1.3239, loss: 2.3052, grad_norm: 11.1971 2021-07-09 09:44:03,159 - mmaction - INFO - Epoch [136][2800/3757] lr: 1.000e-04, eta: 15:59:43, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9449, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2261, loss: 2.1710, grad_norm: 11.2687 2021-07-09 09:44:24,300 - mmaction - INFO - Epoch [136][2820/3757] lr: 1.000e-04, eta: 15:59:22, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9817, top1_acc: 0.6594, top5_acc: 0.8539, loss_cls: 1.3655, loss: 2.3473, grad_norm: 11.8460 2021-07-09 09:44:46,006 - mmaction - INFO - Epoch [136][2840/3757] lr: 1.000e-04, eta: 15:59:00, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9177, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.2314, loss: 2.1491, grad_norm: 11.1750 2021-07-09 09:45:06,997 - mmaction - INFO - Epoch [136][2860/3757] lr: 1.000e-04, eta: 15:58:39, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3200, loss: 2.2934, grad_norm: 11.3247 2021-07-09 09:45:28,200 - mmaction - INFO - Epoch [136][2880/3757] lr: 1.000e-04, eta: 15:58:17, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9306, top1_acc: 0.7070, top5_acc: 0.8609, loss_cls: 1.2502, loss: 2.1808, grad_norm: 10.9427 2021-07-09 09:45:49,274 - mmaction - INFO - Epoch [136][2900/3757] lr: 1.000e-04, eta: 15:57:56, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0070, top1_acc: 0.6562, top5_acc: 0.8586, loss_cls: 1.3611, loss: 2.3681, grad_norm: 11.7709 2021-07-09 09:46:10,400 - mmaction - INFO - Epoch [136][2920/3757] lr: 1.000e-04, eta: 15:57:34, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6867, top5_acc: 0.8531, loss_cls: 1.3592, loss: 2.3561, grad_norm: 11.6924 2021-07-09 09:46:31,497 - mmaction - INFO - Epoch [136][2940/3757] lr: 1.000e-04, eta: 15:57:12, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9267, top1_acc: 0.6984, top5_acc: 0.8617, loss_cls: 1.2483, loss: 2.1750, grad_norm: 11.2129 2021-07-09 09:46:53,051 - mmaction - INFO - Epoch [136][2960/3757] lr: 1.000e-04, eta: 15:56:51, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9662, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3124, loss: 2.2786, grad_norm: 11.1983 2021-07-09 09:47:14,051 - mmaction - INFO - Epoch [136][2980/3757] lr: 1.000e-04, eta: 15:56:29, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9603, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2759, loss: 2.2362, grad_norm: 11.5857 2021-07-09 09:47:35,216 - mmaction - INFO - Epoch [136][3000/3757] lr: 1.000e-04, eta: 15:56:08, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9451, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.2880, loss: 2.2331, grad_norm: 11.6592 2021-07-09 09:47:56,438 - mmaction - INFO - Epoch [136][3020/3757] lr: 1.000e-04, eta: 15:55:46, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9239, top1_acc: 0.7055, top5_acc: 0.8531, loss_cls: 1.2428, loss: 2.1667, grad_norm: 11.0077 2021-07-09 09:48:17,697 - mmaction - INFO - Epoch [136][3040/3757] lr: 1.000e-04, eta: 15:55:25, time: 1.061, data_time: 0.001, memory: 6921, loss_aux: 0.9501, top1_acc: 0.7023, top5_acc: 0.8648, loss_cls: 1.2462, loss: 2.1963, grad_norm: 10.8740 2021-07-09 09:48:39,194 - mmaction - INFO - Epoch [136][3060/3757] lr: 1.000e-04, eta: 15:55:03, time: 1.076, data_time: 0.005, memory: 6921, loss_aux: 0.9318, top1_acc: 0.7023, top5_acc: 0.8625, loss_cls: 1.2601, loss: 2.1919, grad_norm: 11.1714 2021-07-09 09:49:00,319 - mmaction - INFO - Epoch [136][3080/3757] lr: 1.000e-04, eta: 15:54:42, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9471, top1_acc: 0.6875, top5_acc: 0.8609, loss_cls: 1.3164, loss: 2.2634, grad_norm: 11.3311 2021-07-09 09:49:21,292 - mmaction - INFO - Epoch [136][3100/3757] lr: 1.000e-04, eta: 15:54:20, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9242, top1_acc: 0.7070, top5_acc: 0.8633, loss_cls: 1.2701, loss: 2.1943, grad_norm: 11.2270 2021-07-09 09:49:42,732 - mmaction - INFO - Epoch [136][3120/3757] lr: 1.000e-04, eta: 15:53:59, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6773, top5_acc: 0.8539, loss_cls: 1.3344, loss: 2.3070, grad_norm: 11.4540 2021-07-09 09:50:04,701 - mmaction - INFO - Epoch [136][3140/3757] lr: 1.000e-04, eta: 15:53:37, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 0.9477, top1_acc: 0.7086, top5_acc: 0.8641, loss_cls: 1.2698, loss: 2.2176, grad_norm: 11.0751 2021-07-09 09:50:25,841 - mmaction - INFO - Epoch [136][3160/3757] lr: 1.000e-04, eta: 15:53:16, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 0.9778, top1_acc: 0.6953, top5_acc: 0.8516, loss_cls: 1.3281, loss: 2.3059, grad_norm: 10.9597 2021-07-09 09:50:46,886 - mmaction - INFO - Epoch [136][3180/3757] lr: 1.000e-04, eta: 15:52:54, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9504, top1_acc: 0.6945, top5_acc: 0.8445, loss_cls: 1.3321, loss: 2.2825, grad_norm: 11.3947 2021-07-09 09:51:08,074 - mmaction - INFO - Epoch [136][3200/3757] lr: 1.000e-04, eta: 15:52:33, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9511, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.3182, loss: 2.2693, grad_norm: 11.0516 2021-07-09 09:51:29,075 - mmaction - INFO - Epoch [136][3220/3757] lr: 1.000e-04, eta: 15:52:11, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9377, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2233, loss: 2.1610, grad_norm: 11.0893 2021-07-09 09:51:50,283 - mmaction - INFO - Epoch [136][3240/3757] lr: 1.000e-04, eta: 15:51:50, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9390, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2442, loss: 2.1832, grad_norm: 11.2495 2021-07-09 09:52:11,476 - mmaction - INFO - Epoch [136][3260/3757] lr: 1.000e-04, eta: 15:51:28, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9764, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2394, loss: 2.2158, grad_norm: 11.1013 2021-07-09 09:52:32,723 - mmaction - INFO - Epoch [136][3280/3757] lr: 1.000e-04, eta: 15:51:06, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9407, top1_acc: 0.6875, top5_acc: 0.8602, loss_cls: 1.2697, loss: 2.2104, grad_norm: 10.8987 2021-07-09 09:52:53,935 - mmaction - INFO - Epoch [136][3300/3757] lr: 1.000e-04, eta: 15:50:45, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9398, top1_acc: 0.6977, top5_acc: 0.8609, loss_cls: 1.2643, loss: 2.2041, grad_norm: 11.1214 2021-07-09 09:53:14,802 - mmaction - INFO - Epoch [136][3320/3757] lr: 1.000e-04, eta: 15:50:23, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 0.9639, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2806, loss: 2.2445, grad_norm: 11.2471 2021-07-09 09:53:36,049 - mmaction - INFO - Epoch [136][3340/3757] lr: 1.000e-04, eta: 15:50:02, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9770, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3319, loss: 2.3089, grad_norm: 11.5615 2021-07-09 09:53:56,947 - mmaction - INFO - Epoch [136][3360/3757] lr: 1.000e-04, eta: 15:49:40, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9725, top1_acc: 0.6820, top5_acc: 0.8594, loss_cls: 1.3071, loss: 2.2796, grad_norm: 11.5889 2021-07-09 09:54:17,670 - mmaction - INFO - Epoch [136][3380/3757] lr: 1.000e-04, eta: 15:49:19, time: 1.037, data_time: 0.003, memory: 6921, loss_aux: 0.9357, top1_acc: 0.6953, top5_acc: 0.8586, loss_cls: 1.2667, loss: 2.2024, grad_norm: 11.0370 2021-07-09 09:54:38,994 - mmaction - INFO - Epoch [136][3400/3757] lr: 1.000e-04, eta: 15:48:57, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9197, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.1979, loss: 2.1176, grad_norm: 10.7513 2021-07-09 09:55:00,295 - mmaction - INFO - Epoch [136][3420/3757] lr: 1.000e-04, eta: 15:48:36, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9446, top1_acc: 0.6852, top5_acc: 0.8516, loss_cls: 1.3254, loss: 2.2700, grad_norm: 11.5129 2021-07-09 09:55:22,095 - mmaction - INFO - Epoch [136][3440/3757] lr: 1.000e-04, eta: 15:48:14, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 0.9122, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.2125, loss: 2.1247, grad_norm: 11.2076 2021-07-09 09:55:43,305 - mmaction - INFO - Epoch [136][3460/3757] lr: 1.000e-04, eta: 15:47:53, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.3148, loss: 2.2819, grad_norm: 11.3721 2021-07-09 09:56:04,483 - mmaction - INFO - Epoch [136][3480/3757] lr: 1.000e-04, eta: 15:47:31, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9853, top1_acc: 0.6969, top5_acc: 0.8609, loss_cls: 1.2721, loss: 2.2574, grad_norm: 11.3793 2021-07-09 09:56:25,449 - mmaction - INFO - Epoch [136][3500/3757] lr: 1.000e-04, eta: 15:47:10, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9947, top1_acc: 0.6773, top5_acc: 0.8430, loss_cls: 1.3652, loss: 2.3599, grad_norm: 11.6331 2021-07-09 09:56:46,771 - mmaction - INFO - Epoch [136][3520/3757] lr: 1.000e-04, eta: 15:46:48, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9360, top1_acc: 0.7063, top5_acc: 0.8586, loss_cls: 1.2786, loss: 2.2146, grad_norm: 11.3304 2021-07-09 09:57:07,641 - mmaction - INFO - Epoch [136][3540/3757] lr: 1.000e-04, eta: 15:46:26, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9795, top1_acc: 0.6875, top5_acc: 0.8344, loss_cls: 1.3726, loss: 2.3522, grad_norm: 11.1680 2021-07-09 09:57:29,442 - mmaction - INFO - Epoch [136][3560/3757] lr: 1.000e-04, eta: 15:46:05, time: 1.090, data_time: 0.006, memory: 6921, loss_aux: 0.9234, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.2508, loss: 2.1742, grad_norm: 11.5564 2021-07-09 09:57:50,283 - mmaction - INFO - Epoch [136][3580/3757] lr: 1.000e-04, eta: 15:45:43, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 1.0169, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.3887, loss: 2.4056, grad_norm: 11.4696 2021-07-09 09:58:11,304 - mmaction - INFO - Epoch [136][3600/3757] lr: 1.000e-04, eta: 15:45:22, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0307, top1_acc: 0.6625, top5_acc: 0.8391, loss_cls: 1.4434, loss: 2.4741, grad_norm: 11.6985 2021-07-09 09:58:32,251 - mmaction - INFO - Epoch [136][3620/3757] lr: 1.000e-04, eta: 15:45:00, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9320, top1_acc: 0.7109, top5_acc: 0.8594, loss_cls: 1.2881, loss: 2.2200, grad_norm: 11.1566 2021-07-09 09:58:53,372 - mmaction - INFO - Epoch [136][3640/3757] lr: 1.000e-04, eta: 15:44:39, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9442, top1_acc: 0.7133, top5_acc: 0.8555, loss_cls: 1.2654, loss: 2.2096, grad_norm: 11.0697 2021-07-09 09:59:14,837 - mmaction - INFO - Epoch [136][3660/3757] lr: 1.000e-04, eta: 15:44:17, time: 1.072, data_time: 0.001, memory: 6921, loss_aux: 0.9707, top1_acc: 0.6852, top5_acc: 0.8516, loss_cls: 1.3133, loss: 2.2840, grad_norm: 11.5993 2021-07-09 09:59:36,077 - mmaction - INFO - Epoch [136][3680/3757] lr: 1.000e-04, eta: 15:43:56, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9730, top1_acc: 0.6891, top5_acc: 0.8508, loss_cls: 1.3464, loss: 2.3194, grad_norm: 11.4474 2021-07-09 09:59:57,248 - mmaction - INFO - Epoch [136][3700/3757] lr: 1.000e-04, eta: 15:43:34, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.8991, top1_acc: 0.7109, top5_acc: 0.8820, loss_cls: 1.2058, loss: 2.1049, grad_norm: 11.0483 2021-07-09 10:00:18,661 - mmaction - INFO - Epoch [136][3720/3757] lr: 1.000e-04, eta: 15:43:13, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 0.9352, top1_acc: 0.7000, top5_acc: 0.8617, loss_cls: 1.2595, loss: 2.1948, grad_norm: 11.1619 2021-07-09 10:00:39,879 - mmaction - INFO - Epoch [136][3740/3757] lr: 1.000e-04, eta: 15:42:51, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9295, top1_acc: 0.6961, top5_acc: 0.8602, loss_cls: 1.2487, loss: 2.1782, grad_norm: 11.1880 2021-07-09 10:00:58,214 - mmaction - INFO - Saving checkpoint at 136 epochs 2021-07-09 10:02:01,503 - mmaction - INFO - Epoch [137][20/3757] lr: 1.000e-04, eta: 15:42:14, time: 3.089, data_time: 2.059, memory: 6921, loss_aux: 0.9108, top1_acc: 0.7188, top5_acc: 0.8703, loss_cls: 1.2024, loss: 2.1131, grad_norm: 11.0256 2021-07-09 10:02:22,199 - mmaction - INFO - Epoch [137][40/3757] lr: 1.000e-04, eta: 15:41:52, time: 1.032, data_time: 0.001, memory: 6921, loss_aux: 0.9772, top1_acc: 0.6750, top5_acc: 0.8508, loss_cls: 1.3607, loss: 2.3379, grad_norm: 11.7887 2021-07-09 10:02:43,299 - mmaction - INFO - Epoch [137][60/3757] lr: 1.000e-04, eta: 15:41:30, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9733, top1_acc: 0.6852, top5_acc: 0.8578, loss_cls: 1.3103, loss: 2.2836, grad_norm: 11.4533 2021-07-09 10:03:04,618 - mmaction - INFO - Epoch [137][80/3757] lr: 1.000e-04, eta: 15:41:09, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9105, top1_acc: 0.7109, top5_acc: 0.8711, loss_cls: 1.2278, loss: 2.1383, grad_norm: 11.0012 2021-07-09 10:03:25,691 - mmaction - INFO - Epoch [137][100/3757] lr: 1.000e-04, eta: 15:40:47, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6930, top5_acc: 0.8602, loss_cls: 1.2977, loss: 2.2612, grad_norm: 11.1939 2021-07-09 10:03:47,410 - mmaction - INFO - Epoch [137][120/3757] lr: 1.000e-04, eta: 15:40:26, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 0.9629, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.2848, loss: 2.2476, grad_norm: 11.3317 2021-07-09 10:04:08,285 - mmaction - INFO - Epoch [137][140/3757] lr: 1.000e-04, eta: 15:40:04, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 0.9362, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2634, loss: 2.1996, grad_norm: 11.1843 2021-07-09 10:04:29,485 - mmaction - INFO - Epoch [137][160/3757] lr: 1.000e-04, eta: 15:39:43, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.8711, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1855, loss: 2.0566, grad_norm: 10.8497 2021-07-09 10:04:50,633 - mmaction - INFO - Epoch [137][180/3757] lr: 1.000e-04, eta: 15:39:21, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9808, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3434, loss: 2.3242, grad_norm: 11.9502 2021-07-09 10:05:11,448 - mmaction - INFO - Epoch [137][200/3757] lr: 1.000e-04, eta: 15:39:00, time: 1.042, data_time: 0.006, memory: 6921, loss_aux: 0.9324, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2169, loss: 2.1492, grad_norm: 11.2079 2021-07-09 10:05:32,870 - mmaction - INFO - Epoch [137][220/3757] lr: 1.000e-04, eta: 15:38:38, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9175, top1_acc: 0.7188, top5_acc: 0.8664, loss_cls: 1.2352, loss: 2.1527, grad_norm: 10.6471 2021-07-09 10:05:54,634 - mmaction - INFO - Epoch [137][240/3757] lr: 1.000e-04, eta: 15:38:17, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 0.9427, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.2449, loss: 2.1876, grad_norm: 10.8723 2021-07-09 10:06:15,829 - mmaction - INFO - Epoch [137][260/3757] lr: 1.000e-04, eta: 15:37:55, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9371, top1_acc: 0.7117, top5_acc: 0.8641, loss_cls: 1.2370, loss: 2.1742, grad_norm: 11.4090 2021-07-09 10:06:37,083 - mmaction - INFO - Epoch [137][280/3757] lr: 1.000e-04, eta: 15:37:34, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9032, top1_acc: 0.7094, top5_acc: 0.8789, loss_cls: 1.1951, loss: 2.0983, grad_norm: 11.0306 2021-07-09 10:06:58,014 - mmaction - INFO - Epoch [137][300/3757] lr: 1.000e-04, eta: 15:37:12, time: 1.046, data_time: 0.003, memory: 6921, loss_aux: 0.9308, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2515, loss: 2.1823, grad_norm: 11.2243 2021-07-09 10:07:19,078 - mmaction - INFO - Epoch [137][320/3757] lr: 1.000e-04, eta: 15:36:50, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9104, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2425, loss: 2.1529, grad_norm: 11.4048 2021-07-09 10:07:40,258 - mmaction - INFO - Epoch [137][340/3757] lr: 1.000e-04, eta: 15:36:29, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9454, top1_acc: 0.6977, top5_acc: 0.8492, loss_cls: 1.2912, loss: 2.2366, grad_norm: 11.4453 2021-07-09 10:08:01,976 - mmaction - INFO - Epoch [137][360/3757] lr: 1.000e-04, eta: 15:36:07, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 0.8998, top1_acc: 0.6891, top5_acc: 0.8727, loss_cls: 1.2553, loss: 2.1551, grad_norm: 11.2280 2021-07-09 10:08:23,172 - mmaction - INFO - Epoch [137][380/3757] lr: 1.000e-04, eta: 15:35:46, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9373, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2351, loss: 2.1723, grad_norm: 11.0279 2021-07-09 10:08:44,325 - mmaction - INFO - Epoch [137][400/3757] lr: 1.000e-04, eta: 15:35:24, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.8958, top1_acc: 0.7117, top5_acc: 0.8742, loss_cls: 1.2057, loss: 2.1015, grad_norm: 11.0233 2021-07-09 10:09:05,542 - mmaction - INFO - Epoch [137][420/3757] lr: 1.000e-04, eta: 15:35:03, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9499, top1_acc: 0.7148, top5_acc: 0.8656, loss_cls: 1.2338, loss: 2.1837, grad_norm: 11.2468 2021-07-09 10:09:26,836 - mmaction - INFO - Epoch [137][440/3757] lr: 1.000e-04, eta: 15:34:41, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9545, top1_acc: 0.7125, top5_acc: 0.8680, loss_cls: 1.2228, loss: 2.1772, grad_norm: 10.9821 2021-07-09 10:09:48,382 - mmaction - INFO - Epoch [137][460/3757] lr: 1.000e-04, eta: 15:34:20, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9682, top1_acc: 0.6844, top5_acc: 0.8555, loss_cls: 1.2895, loss: 2.2577, grad_norm: 11.3221 2021-07-09 10:10:09,564 - mmaction - INFO - Epoch [137][480/3757] lr: 1.000e-04, eta: 15:33:58, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 0.9459, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2497, loss: 2.1956, grad_norm: 11.3484 2021-07-09 10:10:30,612 - mmaction - INFO - Epoch [137][500/3757] lr: 1.000e-04, eta: 15:33:37, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9877, top1_acc: 0.6672, top5_acc: 0.8422, loss_cls: 1.4295, loss: 2.4172, grad_norm: 11.8838 2021-07-09 10:10:51,824 - mmaction - INFO - Epoch [137][520/3757] lr: 1.000e-04, eta: 15:33:15, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9583, top1_acc: 0.7055, top5_acc: 0.8758, loss_cls: 1.2753, loss: 2.2337, grad_norm: 11.0960 2021-07-09 10:11:12,965 - mmaction - INFO - Epoch [137][540/3757] lr: 1.000e-04, eta: 15:32:54, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9392, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.3026, loss: 2.2418, grad_norm: 11.5513 2021-07-09 10:11:33,924 - mmaction - INFO - Epoch [137][560/3757] lr: 1.000e-04, eta: 15:32:32, time: 1.047, data_time: 0.005, memory: 6921, loss_aux: 0.9356, top1_acc: 0.7023, top5_acc: 0.8727, loss_cls: 1.2443, loss: 2.1799, grad_norm: 11.0750 2021-07-09 10:11:55,910 - mmaction - INFO - Epoch [137][580/3757] lr: 1.000e-04, eta: 15:32:11, time: 1.101, data_time: 0.006, memory: 6921, loss_aux: 0.9149, top1_acc: 0.7156, top5_acc: 0.8781, loss_cls: 1.2240, loss: 2.1389, grad_norm: 11.0343 2021-07-09 10:12:16,983 - mmaction - INFO - Epoch [137][600/3757] lr: 1.000e-04, eta: 15:31:49, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9322, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.2913, loss: 2.2236, grad_norm: 11.0653 2021-07-09 10:12:38,092 - mmaction - INFO - Epoch [137][620/3757] lr: 1.000e-04, eta: 15:31:28, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6875, top5_acc: 0.8750, loss_cls: 1.2727, loss: 2.2423, grad_norm: 11.3797 2021-07-09 10:12:59,020 - mmaction - INFO - Epoch [137][640/3757] lr: 1.000e-04, eta: 15:31:06, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9274, top1_acc: 0.7008, top5_acc: 0.8680, loss_cls: 1.2361, loss: 2.1635, grad_norm: 10.9870 2021-07-09 10:13:20,147 - mmaction - INFO - Epoch [137][660/3757] lr: 1.000e-04, eta: 15:30:44, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0026, top1_acc: 0.6766, top5_acc: 0.8438, loss_cls: 1.3646, loss: 2.3672, grad_norm: 11.6433 2021-07-09 10:13:41,380 - mmaction - INFO - Epoch [137][680/3757] lr: 1.000e-04, eta: 15:30:23, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9515, top1_acc: 0.6805, top5_acc: 0.8625, loss_cls: 1.3443, loss: 2.2958, grad_norm: 11.9123 2021-07-09 10:14:02,631 - mmaction - INFO - Epoch [137][700/3757] lr: 1.000e-04, eta: 15:30:01, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9382, top1_acc: 0.6977, top5_acc: 0.8578, loss_cls: 1.2258, loss: 2.1640, grad_norm: 11.0505 2021-07-09 10:14:23,720 - mmaction - INFO - Epoch [137][720/3757] lr: 1.000e-04, eta: 15:29:40, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9439, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.2902, loss: 2.2341, grad_norm: 11.3716 2021-07-09 10:14:44,742 - mmaction - INFO - Epoch [137][740/3757] lr: 1.000e-04, eta: 15:29:18, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9398, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2398, loss: 2.1796, grad_norm: 11.4991 2021-07-09 10:15:05,887 - mmaction - INFO - Epoch [137][760/3757] lr: 1.000e-04, eta: 15:28:57, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9351, top1_acc: 0.7070, top5_acc: 0.8586, loss_cls: 1.2515, loss: 2.1865, grad_norm: 11.2931 2021-07-09 10:15:26,882 - mmaction - INFO - Epoch [137][780/3757] lr: 1.000e-04, eta: 15:28:35, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6953, top5_acc: 0.8742, loss_cls: 1.2681, loss: 2.2238, grad_norm: 11.4662 2021-07-09 10:15:47,848 - mmaction - INFO - Epoch [137][800/3757] lr: 1.000e-04, eta: 15:28:14, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6883, top5_acc: 0.8508, loss_cls: 1.3393, loss: 2.3038, grad_norm: 11.3750 2021-07-09 10:16:09,284 - mmaction - INFO - Epoch [137][820/3757] lr: 1.000e-04, eta: 15:27:52, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9533, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.2667, loss: 2.2200, grad_norm: 11.6310 2021-07-09 10:16:30,712 - mmaction - INFO - Epoch [137][840/3757] lr: 1.000e-04, eta: 15:27:31, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9631, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.3149, loss: 2.2780, grad_norm: 11.3629 2021-07-09 10:16:51,832 - mmaction - INFO - Epoch [137][860/3757] lr: 1.000e-04, eta: 15:27:09, time: 1.056, data_time: 0.014, memory: 6921, loss_aux: 0.9496, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2564, loss: 2.2060, grad_norm: 11.3585 2021-07-09 10:17:12,703 - mmaction - INFO - Epoch [137][880/3757] lr: 1.000e-04, eta: 15:26:48, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 0.9428, top1_acc: 0.6789, top5_acc: 0.8703, loss_cls: 1.3058, loss: 2.2486, grad_norm: 11.1689 2021-07-09 10:17:33,824 - mmaction - INFO - Epoch [137][900/3757] lr: 1.000e-04, eta: 15:26:26, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9559, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2557, loss: 2.2116, grad_norm: 11.4280 2021-07-09 10:17:55,035 - mmaction - INFO - Epoch [137][920/3757] lr: 1.000e-04, eta: 15:26:04, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9390, top1_acc: 0.6898, top5_acc: 0.8516, loss_cls: 1.3032, loss: 2.2422, grad_norm: 11.0910 2021-07-09 10:18:16,029 - mmaction - INFO - Epoch [137][940/3757] lr: 1.000e-04, eta: 15:25:43, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9865, top1_acc: 0.6734, top5_acc: 0.8375, loss_cls: 1.3939, loss: 2.3803, grad_norm: 11.0458 2021-07-09 10:18:37,711 - mmaction - INFO - Epoch [137][960/3757] lr: 1.000e-04, eta: 15:25:21, time: 1.086, data_time: 0.033, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6656, top5_acc: 0.8562, loss_cls: 1.3436, loss: 2.3430, grad_norm: 11.5636 2021-07-09 10:18:59,206 - mmaction - INFO - Epoch [137][980/3757] lr: 1.000e-04, eta: 15:25:00, time: 1.075, data_time: 0.042, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6813, top5_acc: 0.8484, loss_cls: 1.2950, loss: 2.2496, grad_norm: 11.0455 2021-07-09 10:19:20,549 - mmaction - INFO - Epoch [137][1000/3757] lr: 1.000e-04, eta: 15:24:38, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9428, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.2356, loss: 2.1784, grad_norm: 11.1599 2021-07-09 10:19:41,565 - mmaction - INFO - Epoch [137][1020/3757] lr: 1.000e-04, eta: 15:24:17, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9248, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2419, loss: 2.1667, grad_norm: 11.2166 2021-07-09 10:20:02,840 - mmaction - INFO - Epoch [137][1040/3757] lr: 1.000e-04, eta: 15:23:55, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9175, top1_acc: 0.7109, top5_acc: 0.8672, loss_cls: 1.2321, loss: 2.1497, grad_norm: 11.2001 2021-07-09 10:20:23,951 - mmaction - INFO - Epoch [137][1060/3757] lr: 1.000e-04, eta: 15:23:34, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9270, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2412, loss: 2.1682, grad_norm: 11.6868 2021-07-09 10:20:45,057 - mmaction - INFO - Epoch [137][1080/3757] lr: 1.000e-04, eta: 15:23:12, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9371, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2650, loss: 2.2021, grad_norm: 11.2636 2021-07-09 10:21:06,139 - mmaction - INFO - Epoch [137][1100/3757] lr: 1.000e-04, eta: 15:22:51, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9668, top1_acc: 0.6945, top5_acc: 0.8672, loss_cls: 1.2812, loss: 2.2480, grad_norm: 10.8334 2021-07-09 10:21:27,304 - mmaction - INFO - Epoch [137][1120/3757] lr: 1.000e-04, eta: 15:22:29, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9881, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3349, loss: 2.3230, grad_norm: 11.3158 2021-07-09 10:21:48,278 - mmaction - INFO - Epoch [137][1140/3757] lr: 1.000e-04, eta: 15:22:08, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9350, top1_acc: 0.6828, top5_acc: 0.8586, loss_cls: 1.2922, loss: 2.2272, grad_norm: 11.3758 2021-07-09 10:22:09,579 - mmaction - INFO - Epoch [137][1160/3757] lr: 1.000e-04, eta: 15:21:46, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 0.9624, top1_acc: 0.6820, top5_acc: 0.8641, loss_cls: 1.3017, loss: 2.2641, grad_norm: 11.8445 2021-07-09 10:22:32,086 - mmaction - INFO - Epoch [137][1180/3757] lr: 1.000e-04, eta: 15:21:25, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 0.9428, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2689, loss: 2.2117, grad_norm: 11.2598 2021-07-09 10:22:52,912 - mmaction - INFO - Epoch [137][1200/3757] lr: 1.000e-04, eta: 15:21:03, time: 1.039, data_time: 0.002, memory: 6921, loss_aux: 0.9495, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2542, loss: 2.2037, grad_norm: 11.4863 2021-07-09 10:23:14,073 - mmaction - INFO - Epoch [137][1220/3757] lr: 1.000e-04, eta: 15:20:42, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.8898, top1_acc: 0.7234, top5_acc: 0.8836, loss_cls: 1.1679, loss: 2.0578, grad_norm: 10.8005 2021-07-09 10:23:35,046 - mmaction - INFO - Epoch [137][1240/3757] lr: 1.000e-04, eta: 15:20:20, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9452, top1_acc: 0.6844, top5_acc: 0.8680, loss_cls: 1.2470, loss: 2.1921, grad_norm: 11.4742 2021-07-09 10:23:56,260 - mmaction - INFO - Epoch [137][1260/3757] lr: 1.000e-04, eta: 15:19:58, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9303, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2747, loss: 2.2051, grad_norm: 11.4230 2021-07-09 10:24:17,411 - mmaction - INFO - Epoch [137][1280/3757] lr: 1.000e-04, eta: 15:19:37, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9258, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.2110, loss: 2.1368, grad_norm: 11.2361 2021-07-09 10:24:38,402 - mmaction - INFO - Epoch [137][1300/3757] lr: 1.000e-04, eta: 15:19:15, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6813, top5_acc: 0.8523, loss_cls: 1.3430, loss: 2.3237, grad_norm: 11.4517 2021-07-09 10:25:00,471 - mmaction - INFO - Epoch [137][1320/3757] lr: 1.000e-04, eta: 15:18:54, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 0.9749, top1_acc: 0.6883, top5_acc: 0.8578, loss_cls: 1.3114, loss: 2.2863, grad_norm: 11.5334 2021-07-09 10:25:21,465 - mmaction - INFO - Epoch [137][1340/3757] lr: 1.000e-04, eta: 15:18:32, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9375, top1_acc: 0.6836, top5_acc: 0.8750, loss_cls: 1.2614, loss: 2.1990, grad_norm: 11.4084 2021-07-09 10:25:42,319 - mmaction - INFO - Epoch [137][1360/3757] lr: 1.000e-04, eta: 15:18:11, time: 1.042, data_time: 0.003, memory: 6921, loss_aux: 0.9484, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.2388, loss: 2.1871, grad_norm: 11.6311 2021-07-09 10:26:03,311 - mmaction - INFO - Epoch [137][1380/3757] lr: 1.000e-04, eta: 15:17:49, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9738, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.2882, loss: 2.2620, grad_norm: 11.4469 2021-07-09 10:26:24,467 - mmaction - INFO - Epoch [137][1400/3757] lr: 1.000e-04, eta: 15:17:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9422, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.2529, loss: 2.1950, grad_norm: 11.2914 2021-07-09 10:26:45,745 - mmaction - INFO - Epoch [137][1420/3757] lr: 1.000e-04, eta: 15:17:06, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 0.9236, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2692, loss: 2.1928, grad_norm: 11.3119 2021-07-09 10:27:07,620 - mmaction - INFO - Epoch [137][1440/3757] lr: 1.000e-04, eta: 15:16:45, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9217, top1_acc: 0.7086, top5_acc: 0.8781, loss_cls: 1.2076, loss: 2.1293, grad_norm: 11.1125 2021-07-09 10:27:28,573 - mmaction - INFO - Epoch [137][1460/3757] lr: 1.000e-04, eta: 15:16:23, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6859, top5_acc: 0.8547, loss_cls: 1.3330, loss: 2.3087, grad_norm: 11.2972 2021-07-09 10:27:49,738 - mmaction - INFO - Epoch [137][1480/3757] lr: 1.000e-04, eta: 15:16:02, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9457, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2846, loss: 2.2303, grad_norm: 11.5725 2021-07-09 10:28:10,904 - mmaction - INFO - Epoch [137][1500/3757] lr: 1.000e-04, eta: 15:15:40, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9015, top1_acc: 0.7094, top5_acc: 0.8641, loss_cls: 1.2103, loss: 2.1118, grad_norm: 10.9279 2021-07-09 10:28:32,229 - mmaction - INFO - Epoch [137][1520/3757] lr: 1.000e-04, eta: 15:15:19, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9584, top1_acc: 0.6859, top5_acc: 0.8586, loss_cls: 1.2793, loss: 2.2376, grad_norm: 11.2865 2021-07-09 10:28:53,408 - mmaction - INFO - Epoch [137][1540/3757] lr: 1.000e-04, eta: 15:14:57, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9540, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2840, loss: 2.2380, grad_norm: 11.0912 2021-07-09 10:29:14,930 - mmaction - INFO - Epoch [137][1560/3757] lr: 1.000e-04, eta: 15:14:35, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9538, top1_acc: 0.7016, top5_acc: 0.8469, loss_cls: 1.3295, loss: 2.2832, grad_norm: 11.1052 2021-07-09 10:29:36,008 - mmaction - INFO - Epoch [137][1580/3757] lr: 1.000e-04, eta: 15:14:14, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9447, top1_acc: 0.6828, top5_acc: 0.8531, loss_cls: 1.3123, loss: 2.2570, grad_norm: 11.5226 2021-07-09 10:29:57,242 - mmaction - INFO - Epoch [137][1600/3757] lr: 1.000e-04, eta: 15:13:52, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9564, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3179, loss: 2.2743, grad_norm: 11.4382 2021-07-09 10:30:18,405 - mmaction - INFO - Epoch [137][1620/3757] lr: 1.000e-04, eta: 15:13:31, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9342, top1_acc: 0.6961, top5_acc: 0.8516, loss_cls: 1.2844, loss: 2.2185, grad_norm: 11.0533 2021-07-09 10:30:39,484 - mmaction - INFO - Epoch [137][1640/3757] lr: 1.000e-04, eta: 15:13:09, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9213, top1_acc: 0.6875, top5_acc: 0.8719, loss_cls: 1.2408, loss: 2.1621, grad_norm: 11.1090 2021-07-09 10:31:00,893 - mmaction - INFO - Epoch [137][1660/3757] lr: 1.000e-04, eta: 15:12:48, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9336, top1_acc: 0.7039, top5_acc: 0.8578, loss_cls: 1.2511, loss: 2.1848, grad_norm: 11.1129 2021-07-09 10:31:22,698 - mmaction - INFO - Epoch [137][1680/3757] lr: 1.000e-04, eta: 15:12:26, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 0.9517, top1_acc: 0.7000, top5_acc: 0.8578, loss_cls: 1.2648, loss: 2.2164, grad_norm: 11.4880 2021-07-09 10:31:43,866 - mmaction - INFO - Epoch [137][1700/3757] lr: 1.000e-04, eta: 15:12:05, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.3273, loss: 2.3162, grad_norm: 11.4147 2021-07-09 10:32:04,907 - mmaction - INFO - Epoch [137][1720/3757] lr: 1.000e-04, eta: 15:11:43, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9784, top1_acc: 0.6937, top5_acc: 0.8531, loss_cls: 1.3059, loss: 2.2842, grad_norm: 11.2971 2021-07-09 10:32:26,163 - mmaction - INFO - Epoch [137][1740/3757] lr: 1.000e-04, eta: 15:11:22, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9401, top1_acc: 0.6914, top5_acc: 0.8508, loss_cls: 1.2967, loss: 2.2368, grad_norm: 11.3023 2021-07-09 10:32:47,212 - mmaction - INFO - Epoch [137][1760/3757] lr: 1.000e-04, eta: 15:11:00, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9554, top1_acc: 0.6922, top5_acc: 0.8484, loss_cls: 1.3261, loss: 2.2814, grad_norm: 11.4395 2021-07-09 10:33:08,387 - mmaction - INFO - Epoch [137][1780/3757] lr: 1.000e-04, eta: 15:10:39, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9238, top1_acc: 0.7133, top5_acc: 0.8703, loss_cls: 1.2320, loss: 2.1558, grad_norm: 11.0575 2021-07-09 10:33:29,583 - mmaction - INFO - Epoch [137][1800/3757] lr: 1.000e-04, eta: 15:10:17, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9699, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2989, loss: 2.2688, grad_norm: 11.2028 2021-07-09 10:33:51,202 - mmaction - INFO - Epoch [137][1820/3757] lr: 1.000e-04, eta: 15:09:56, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 0.9127, top1_acc: 0.7109, top5_acc: 0.8828, loss_cls: 1.1937, loss: 2.1064, grad_norm: 11.2065 2021-07-09 10:34:12,406 - mmaction - INFO - Epoch [137][1840/3757] lr: 1.000e-04, eta: 15:09:34, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 0.9429, top1_acc: 0.6805, top5_acc: 0.8617, loss_cls: 1.2713, loss: 2.2142, grad_norm: 11.6976 2021-07-09 10:34:33,643 - mmaction - INFO - Epoch [137][1860/3757] lr: 1.000e-04, eta: 15:09:13, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.8897, top1_acc: 0.7195, top5_acc: 0.8781, loss_cls: 1.1792, loss: 2.0689, grad_norm: 10.9355 2021-07-09 10:34:55,281 - mmaction - INFO - Epoch [137][1880/3757] lr: 1.000e-04, eta: 15:08:51, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 0.9279, top1_acc: 0.6992, top5_acc: 0.8602, loss_cls: 1.2673, loss: 2.1952, grad_norm: 11.4026 2021-07-09 10:35:16,620 - mmaction - INFO - Epoch [137][1900/3757] lr: 1.000e-04, eta: 15:08:30, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9518, top1_acc: 0.7063, top5_acc: 0.8570, loss_cls: 1.2889, loss: 2.2407, grad_norm: 11.5768 2021-07-09 10:35:37,693 - mmaction - INFO - Epoch [137][1920/3757] lr: 1.000e-04, eta: 15:08:08, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6852, top5_acc: 0.8711, loss_cls: 1.2559, loss: 2.2105, grad_norm: 11.4822 2021-07-09 10:35:58,872 - mmaction - INFO - Epoch [137][1940/3757] lr: 1.000e-04, eta: 15:07:46, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9440, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3253, loss: 2.2694, grad_norm: 11.6963 2021-07-09 10:36:19,997 - mmaction - INFO - Epoch [137][1960/3757] lr: 1.000e-04, eta: 15:07:25, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9284, top1_acc: 0.6906, top5_acc: 0.8766, loss_cls: 1.2518, loss: 2.1802, grad_norm: 11.2702 2021-07-09 10:36:41,508 - mmaction - INFO - Epoch [137][1980/3757] lr: 1.000e-04, eta: 15:07:03, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9205, top1_acc: 0.6898, top5_acc: 0.8727, loss_cls: 1.2384, loss: 2.1589, grad_norm: 11.6565 2021-07-09 10:37:03,015 - mmaction - INFO - Epoch [137][2000/3757] lr: 1.000e-04, eta: 15:06:42, time: 1.076, data_time: 0.006, memory: 6921, loss_aux: 0.9368, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2532, loss: 2.1901, grad_norm: 11.2330 2021-07-09 10:37:24,255 - mmaction - INFO - Epoch [137][2020/3757] lr: 1.000e-04, eta: 15:06:20, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9561, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2338, loss: 2.1900, grad_norm: 11.1005 2021-07-09 10:37:45,294 - mmaction - INFO - Epoch [137][2040/3757] lr: 1.000e-04, eta: 15:05:59, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9506, top1_acc: 0.6859, top5_acc: 0.8508, loss_cls: 1.2937, loss: 2.2442, grad_norm: 11.2820 2021-07-09 10:38:06,195 - mmaction - INFO - Epoch [137][2060/3757] lr: 1.000e-04, eta: 15:05:37, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 1.0051, top1_acc: 0.7055, top5_acc: 0.8547, loss_cls: 1.3104, loss: 2.3156, grad_norm: 11.0985 2021-07-09 10:38:27,367 - mmaction - INFO - Epoch [137][2080/3757] lr: 1.000e-04, eta: 15:05:16, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9506, top1_acc: 0.6953, top5_acc: 0.8547, loss_cls: 1.3045, loss: 2.2551, grad_norm: 11.2889 2021-07-09 10:38:49,282 - mmaction - INFO - Epoch [137][2100/3757] lr: 1.000e-04, eta: 15:04:54, time: 1.097, data_time: 0.056, memory: 6921, loss_aux: 0.9416, top1_acc: 0.7016, top5_acc: 0.8609, loss_cls: 1.2616, loss: 2.2032, grad_norm: 11.0461 2021-07-09 10:39:10,234 - mmaction - INFO - Epoch [137][2120/3757] lr: 1.000e-04, eta: 15:04:33, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9413, top1_acc: 0.6883, top5_acc: 0.8664, loss_cls: 1.2853, loss: 2.2266, grad_norm: 11.4286 2021-07-09 10:39:31,372 - mmaction - INFO - Epoch [137][2140/3757] lr: 1.000e-04, eta: 15:04:11, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9606, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2856, loss: 2.2461, grad_norm: 11.6377 2021-07-09 10:39:52,634 - mmaction - INFO - Epoch [137][2160/3757] lr: 1.000e-04, eta: 15:03:50, time: 1.065, data_time: 0.007, memory: 6921, loss_aux: 0.9228, top1_acc: 0.7023, top5_acc: 0.8609, loss_cls: 1.2669, loss: 2.1897, grad_norm: 11.2304 2021-07-09 10:40:13,825 - mmaction - INFO - Epoch [137][2180/3757] lr: 1.000e-04, eta: 15:03:28, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9287, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2510, loss: 2.1797, grad_norm: 11.0555 2021-07-09 10:40:35,568 - mmaction - INFO - Epoch [137][2200/3757] lr: 1.000e-04, eta: 15:03:07, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9355, top1_acc: 0.7023, top5_acc: 0.8602, loss_cls: 1.2477, loss: 2.1831, grad_norm: 11.0606 2021-07-09 10:40:56,700 - mmaction - INFO - Epoch [137][2220/3757] lr: 1.000e-04, eta: 15:02:45, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9553, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.2794, loss: 2.2346, grad_norm: 11.3742 2021-07-09 10:41:17,853 - mmaction - INFO - Epoch [137][2240/3757] lr: 1.000e-04, eta: 15:02:24, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9078, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2473, loss: 2.1551, grad_norm: 11.1810 2021-07-09 10:41:39,144 - mmaction - INFO - Epoch [137][2260/3757] lr: 1.000e-04, eta: 15:02:02, time: 1.064, data_time: 0.006, memory: 6921, loss_aux: 0.9420, top1_acc: 0.6914, top5_acc: 0.8711, loss_cls: 1.2493, loss: 2.1913, grad_norm: 11.2147 2021-07-09 10:42:00,183 - mmaction - INFO - Epoch [137][2280/3757] lr: 1.000e-04, eta: 15:01:40, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9035, top1_acc: 0.7047, top5_acc: 0.8680, loss_cls: 1.1994, loss: 2.1029, grad_norm: 11.0949 2021-07-09 10:42:21,234 - mmaction - INFO - Epoch [137][2300/3757] lr: 1.000e-04, eta: 15:01:19, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9304, top1_acc: 0.7000, top5_acc: 0.8648, loss_cls: 1.2606, loss: 2.1910, grad_norm: 11.1618 2021-07-09 10:42:43,280 - mmaction - INFO - Epoch [137][2320/3757] lr: 1.000e-04, eta: 15:00:57, time: 1.101, data_time: 0.001, memory: 6921, loss_aux: 0.9801, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3804, loss: 2.3606, grad_norm: 11.4960 2021-07-09 10:43:04,273 - mmaction - INFO - Epoch [137][2340/3757] lr: 1.000e-04, eta: 15:00:36, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9644, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.3054, loss: 2.2698, grad_norm: 11.3307 2021-07-09 10:43:25,328 - mmaction - INFO - Epoch [137][2360/3757] lr: 1.000e-04, eta: 15:00:14, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9411, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2756, loss: 2.2167, grad_norm: 11.1391 2021-07-09 10:43:46,548 - mmaction - INFO - Epoch [137][2380/3757] lr: 1.000e-04, eta: 14:59:53, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9468, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2723, loss: 2.2192, grad_norm: 11.3144 2021-07-09 10:44:07,921 - mmaction - INFO - Epoch [137][2400/3757] lr: 1.000e-04, eta: 14:59:31, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9520, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2566, loss: 2.2086, grad_norm: 11.4689 2021-07-09 10:44:29,193 - mmaction - INFO - Epoch [137][2420/3757] lr: 1.000e-04, eta: 14:59:10, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9751, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3048, loss: 2.2799, grad_norm: 11.6380 2021-07-09 10:44:50,231 - mmaction - INFO - Epoch [137][2440/3757] lr: 1.000e-04, eta: 14:58:48, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9222, top1_acc: 0.6922, top5_acc: 0.8578, loss_cls: 1.2609, loss: 2.1830, grad_norm: 11.0431 2021-07-09 10:45:11,433 - mmaction - INFO - Epoch [137][2460/3757] lr: 1.000e-04, eta: 14:58:27, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9701, top1_acc: 0.6977, top5_acc: 0.8547, loss_cls: 1.3050, loss: 2.2751, grad_norm: 11.5038 2021-07-09 10:45:32,850 - mmaction - INFO - Epoch [137][2480/3757] lr: 1.000e-04, eta: 14:58:05, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2630, loss: 2.2245, grad_norm: 11.2521 2021-07-09 10:45:54,892 - mmaction - INFO - Epoch [137][2500/3757] lr: 1.000e-04, eta: 14:57:44, time: 1.104, data_time: 0.005, memory: 6921, loss_aux: 0.9538, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2745, loss: 2.2283, grad_norm: 11.3723 2021-07-09 10:46:16,027 - mmaction - INFO - Epoch [137][2520/3757] lr: 1.000e-04, eta: 14:57:22, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9506, top1_acc: 0.6867, top5_acc: 0.8742, loss_cls: 1.2633, loss: 2.2139, grad_norm: 11.2936 2021-07-09 10:46:37,889 - mmaction - INFO - Epoch [137][2540/3757] lr: 1.000e-04, eta: 14:57:01, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 0.9690, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3233, loss: 2.2923, grad_norm: 11.7357 2021-07-09 10:46:59,007 - mmaction - INFO - Epoch [137][2560/3757] lr: 1.000e-04, eta: 14:56:39, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3066, loss: 2.2959, grad_norm: 11.1533 2021-07-09 10:47:20,342 - mmaction - INFO - Epoch [137][2580/3757] lr: 1.000e-04, eta: 14:56:18, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9038, top1_acc: 0.6984, top5_acc: 0.8773, loss_cls: 1.1953, loss: 2.0991, grad_norm: 11.4530 2021-07-09 10:47:41,503 - mmaction - INFO - Epoch [137][2600/3757] lr: 1.000e-04, eta: 14:55:56, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.2791, loss: 2.2413, grad_norm: 11.5101 2021-07-09 10:48:02,687 - mmaction - INFO - Epoch [137][2620/3757] lr: 1.000e-04, eta: 14:55:35, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9547, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2579, loss: 2.2125, grad_norm: 11.4767 2021-07-09 10:48:24,045 - mmaction - INFO - Epoch [137][2640/3757] lr: 1.000e-04, eta: 14:55:13, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 0.9006, top1_acc: 0.7133, top5_acc: 0.8719, loss_cls: 1.2072, loss: 2.1078, grad_norm: 11.1745 2021-07-09 10:48:45,034 - mmaction - INFO - Epoch [137][2660/3757] lr: 1.000e-04, eta: 14:54:52, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6852, top5_acc: 0.8461, loss_cls: 1.3390, loss: 2.3137, grad_norm: 11.0336 2021-07-09 10:49:06,006 - mmaction - INFO - Epoch [137][2680/3757] lr: 1.000e-04, eta: 14:54:30, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9307, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.2670, loss: 2.1977, grad_norm: 11.2036 2021-07-09 10:49:27,807 - mmaction - INFO - Epoch [137][2700/3757] lr: 1.000e-04, eta: 14:54:08, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2871, loss: 2.2467, grad_norm: 11.2067 2021-07-09 10:49:48,902 - mmaction - INFO - Epoch [137][2720/3757] lr: 1.000e-04, eta: 14:53:47, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9416, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2742, loss: 2.2157, grad_norm: 11.2485 2021-07-09 10:50:10,128 - mmaction - INFO - Epoch [137][2740/3757] lr: 1.000e-04, eta: 14:53:25, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9760, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.3963, loss: 2.3722, grad_norm: 11.7650 2021-07-09 10:50:31,539 - mmaction - INFO - Epoch [137][2760/3757] lr: 1.000e-04, eta: 14:53:04, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9292, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2434, loss: 2.1726, grad_norm: 11.2147 2021-07-09 10:50:53,450 - mmaction - INFO - Epoch [137][2780/3757] lr: 1.000e-04, eta: 14:52:42, time: 1.096, data_time: 0.007, memory: 6921, loss_aux: 0.9047, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2031, loss: 2.1078, grad_norm: 10.9011 2021-07-09 10:51:14,557 - mmaction - INFO - Epoch [137][2800/3757] lr: 1.000e-04, eta: 14:52:21, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9396, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2431, loss: 2.1827, grad_norm: 11.2389 2021-07-09 10:51:36,034 - mmaction - INFO - Epoch [137][2820/3757] lr: 1.000e-04, eta: 14:51:59, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9591, top1_acc: 0.6914, top5_acc: 0.8562, loss_cls: 1.2894, loss: 2.2485, grad_norm: 11.2845 2021-07-09 10:51:57,213 - mmaction - INFO - Epoch [137][2840/3757] lr: 1.000e-04, eta: 14:51:38, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9469, top1_acc: 0.7070, top5_acc: 0.8633, loss_cls: 1.2881, loss: 2.2350, grad_norm: 11.0226 2021-07-09 10:52:18,167 - mmaction - INFO - Epoch [137][2860/3757] lr: 1.000e-04, eta: 14:51:16, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 1.0010, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3835, loss: 2.3845, grad_norm: 11.7772 2021-07-09 10:52:39,224 - mmaction - INFO - Epoch [137][2880/3757] lr: 1.000e-04, eta: 14:50:55, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9464, top1_acc: 0.7008, top5_acc: 0.8844, loss_cls: 1.2316, loss: 2.1780, grad_norm: 11.2261 2021-07-09 10:53:00,477 - mmaction - INFO - Epoch [137][2900/3757] lr: 1.000e-04, eta: 14:50:33, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9755, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3174, loss: 2.2929, grad_norm: 11.5130 2021-07-09 10:53:21,389 - mmaction - INFO - Epoch [137][2920/3757] lr: 1.000e-04, eta: 14:50:12, time: 1.045, data_time: 0.006, memory: 6921, loss_aux: 0.9333, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2342, loss: 2.1675, grad_norm: 11.4395 2021-07-09 10:53:43,119 - mmaction - INFO - Epoch [137][2940/3757] lr: 1.000e-04, eta: 14:49:50, time: 1.089, data_time: 0.025, memory: 6921, loss_aux: 0.9794, top1_acc: 0.6875, top5_acc: 0.8531, loss_cls: 1.2961, loss: 2.2755, grad_norm: 11.1294 2021-07-09 10:54:04,304 - mmaction - INFO - Epoch [137][2960/3757] lr: 1.000e-04, eta: 14:49:29, time: 1.060, data_time: 0.015, memory: 6921, loss_aux: 0.9509, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2630, loss: 2.2139, grad_norm: 11.3342 2021-07-09 10:54:25,486 - mmaction - INFO - Epoch [137][2980/3757] lr: 1.000e-04, eta: 14:49:07, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9502, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2506, loss: 2.2008, grad_norm: 11.4942 2021-07-09 10:54:46,665 - mmaction - INFO - Epoch [137][3000/3757] lr: 1.000e-04, eta: 14:48:46, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.3717, loss: 2.3592, grad_norm: 11.9254 2021-07-09 10:55:07,734 - mmaction - INFO - Epoch [137][3020/3757] lr: 1.000e-04, eta: 14:48:24, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9673, top1_acc: 0.6789, top5_acc: 0.8453, loss_cls: 1.3564, loss: 2.3237, grad_norm: 11.3509 2021-07-09 10:55:28,970 - mmaction - INFO - Epoch [137][3040/3757] lr: 1.000e-04, eta: 14:48:03, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9470, top1_acc: 0.6883, top5_acc: 0.8562, loss_cls: 1.3095, loss: 2.2565, grad_norm: 11.3089 2021-07-09 10:55:50,305 - mmaction - INFO - Epoch [137][3060/3757] lr: 1.000e-04, eta: 14:47:41, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9530, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2483, loss: 2.2013, grad_norm: 11.3253 2021-07-09 10:56:11,502 - mmaction - INFO - Epoch [137][3080/3757] lr: 1.000e-04, eta: 14:47:19, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9479, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2446, loss: 2.1925, grad_norm: 10.9762 2021-07-09 10:56:32,662 - mmaction - INFO - Epoch [137][3100/3757] lr: 1.000e-04, eta: 14:46:58, time: 1.059, data_time: 0.006, memory: 6921, loss_aux: 0.9809, top1_acc: 0.6742, top5_acc: 0.8602, loss_cls: 1.3751, loss: 2.3560, grad_norm: 11.6585 2021-07-09 10:56:54,673 - mmaction - INFO - Epoch [137][3120/3757] lr: 1.000e-04, eta: 14:46:36, time: 1.101, data_time: 0.003, memory: 6921, loss_aux: 0.9802, top1_acc: 0.6773, top5_acc: 0.8508, loss_cls: 1.3503, loss: 2.3305, grad_norm: 11.5907 2021-07-09 10:57:15,507 - mmaction - INFO - Epoch [137][3140/3757] lr: 1.000e-04, eta: 14:46:15, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 0.9800, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3386, loss: 2.3187, grad_norm: 11.6072 2021-07-09 10:57:36,527 - mmaction - INFO - Epoch [137][3160/3757] lr: 1.000e-04, eta: 14:45:53, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9016, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2121, loss: 2.1138, grad_norm: 11.1176 2021-07-09 10:57:57,689 - mmaction - INFO - Epoch [137][3180/3757] lr: 1.000e-04, eta: 14:45:32, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9837, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3514, loss: 2.3351, grad_norm: 11.6211 2021-07-09 10:58:19,109 - mmaction - INFO - Epoch [137][3200/3757] lr: 1.000e-04, eta: 14:45:10, time: 1.072, data_time: 0.011, memory: 6921, loss_aux: 0.8835, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2072, loss: 2.0906, grad_norm: 11.2532 2021-07-09 10:58:40,226 - mmaction - INFO - Epoch [137][3220/3757] lr: 1.000e-04, eta: 14:44:49, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9347, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2689, loss: 2.2037, grad_norm: 11.2727 2021-07-09 10:59:02,235 - mmaction - INFO - Epoch [137][3240/3757] lr: 1.000e-04, eta: 14:44:27, time: 1.103, data_time: 0.041, memory: 6921, loss_aux: 0.9535, top1_acc: 0.6789, top5_acc: 0.8656, loss_cls: 1.3032, loss: 2.2566, grad_norm: 11.4594 2021-07-09 10:59:23,176 - mmaction - INFO - Epoch [137][3260/3757] lr: 1.000e-04, eta: 14:44:06, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9844, top1_acc: 0.6820, top5_acc: 0.8445, loss_cls: 1.3637, loss: 2.3481, grad_norm: 11.3340 2021-07-09 10:59:44,190 - mmaction - INFO - Epoch [137][3280/3757] lr: 1.000e-04, eta: 14:43:44, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9072, top1_acc: 0.7109, top5_acc: 0.8641, loss_cls: 1.2171, loss: 2.1242, grad_norm: 10.7892 2021-07-09 11:00:05,170 - mmaction - INFO - Epoch [137][3300/3757] lr: 1.000e-04, eta: 14:43:23, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9654, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2657, loss: 2.2311, grad_norm: 11.4257 2021-07-09 11:00:26,301 - mmaction - INFO - Epoch [137][3320/3757] lr: 1.000e-04, eta: 14:43:01, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9446, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2510, loss: 2.1956, grad_norm: 11.2948 2021-07-09 11:00:47,370 - mmaction - INFO - Epoch [137][3340/3757] lr: 1.000e-04, eta: 14:42:40, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 1.0063, top1_acc: 0.6750, top5_acc: 0.8508, loss_cls: 1.3786, loss: 2.3849, grad_norm: 11.7428 2021-07-09 11:01:08,588 - mmaction - INFO - Epoch [137][3360/3757] lr: 1.000e-04, eta: 14:42:18, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9877, top1_acc: 0.6953, top5_acc: 0.8586, loss_cls: 1.3105, loss: 2.2982, grad_norm: 11.3021 2021-07-09 11:01:29,697 - mmaction - INFO - Epoch [137][3380/3757] lr: 1.000e-04, eta: 14:41:56, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9307, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2669, loss: 2.1976, grad_norm: 11.0357 2021-07-09 11:01:50,950 - mmaction - INFO - Epoch [137][3400/3757] lr: 1.000e-04, eta: 14:41:35, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9258, top1_acc: 0.7055, top5_acc: 0.8609, loss_cls: 1.2304, loss: 2.1562, grad_norm: 11.2956 2021-07-09 11:02:11,960 - mmaction - INFO - Epoch [137][3420/3757] lr: 1.000e-04, eta: 14:41:13, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9842, top1_acc: 0.6680, top5_acc: 0.8477, loss_cls: 1.3829, loss: 2.3671, grad_norm: 11.5704 2021-07-09 11:02:33,014 - mmaction - INFO - Epoch [137][3440/3757] lr: 1.000e-04, eta: 14:40:52, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9582, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2687, loss: 2.2268, grad_norm: 11.0607 2021-07-09 11:02:54,308 - mmaction - INFO - Epoch [137][3460/3757] lr: 1.000e-04, eta: 14:40:30, time: 1.064, data_time: 0.008, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.2852, loss: 2.2659, grad_norm: 11.4023 2021-07-09 11:03:15,493 - mmaction - INFO - Epoch [137][3480/3757] lr: 1.000e-04, eta: 14:40:09, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9331, top1_acc: 0.7039, top5_acc: 0.8664, loss_cls: 1.2464, loss: 2.1795, grad_norm: 11.3156 2021-07-09 11:03:37,243 - mmaction - INFO - Epoch [137][3500/3757] lr: 1.000e-04, eta: 14:39:47, time: 1.088, data_time: 0.013, memory: 6921, loss_aux: 0.9382, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2600, loss: 2.1982, grad_norm: 11.5371 2021-07-09 11:03:59,079 - mmaction - INFO - Epoch [137][3520/3757] lr: 1.000e-04, eta: 14:39:26, time: 1.091, data_time: 0.001, memory: 6921, loss_aux: 1.0149, top1_acc: 0.6836, top5_acc: 0.8516, loss_cls: 1.3691, loss: 2.3840, grad_norm: 11.6903 2021-07-09 11:04:20,199 - mmaction - INFO - Epoch [137][3540/3757] lr: 1.000e-04, eta: 14:39:04, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9008, top1_acc: 0.7016, top5_acc: 0.8523, loss_cls: 1.2597, loss: 2.1605, grad_norm: 11.2171 2021-07-09 11:04:41,922 - mmaction - INFO - Epoch [137][3560/3757] lr: 1.000e-04, eta: 14:38:43, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9460, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2512, loss: 2.1972, grad_norm: 11.0996 2021-07-09 11:05:02,969 - mmaction - INFO - Epoch [137][3580/3757] lr: 1.000e-04, eta: 14:38:21, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9468, top1_acc: 0.7070, top5_acc: 0.8570, loss_cls: 1.2970, loss: 2.2438, grad_norm: 11.1620 2021-07-09 11:05:24,087 - mmaction - INFO - Epoch [137][3600/3757] lr: 1.000e-04, eta: 14:38:00, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3083, loss: 2.2717, grad_norm: 11.6760 2021-07-09 11:05:45,103 - mmaction - INFO - Epoch [137][3620/3757] lr: 1.000e-04, eta: 14:37:38, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9958, top1_acc: 0.6797, top5_acc: 0.8508, loss_cls: 1.3454, loss: 2.3412, grad_norm: 11.8392 2021-07-09 11:06:06,852 - mmaction - INFO - Epoch [137][3640/3757] lr: 1.000e-04, eta: 14:37:17, time: 1.089, data_time: 0.039, memory: 6921, loss_aux: 0.9444, top1_acc: 0.6906, top5_acc: 0.8602, loss_cls: 1.3067, loss: 2.2511, grad_norm: 11.4611 2021-07-09 11:06:28,073 - mmaction - INFO - Epoch [137][3660/3757] lr: 1.000e-04, eta: 14:36:55, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9727, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3307, loss: 2.3034, grad_norm: 11.9241 2021-07-09 11:06:49,873 - mmaction - INFO - Epoch [137][3680/3757] lr: 1.000e-04, eta: 14:36:34, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9486, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2363, loss: 2.1849, grad_norm: 11.1402 2021-07-09 11:07:10,975 - mmaction - INFO - Epoch [137][3700/3757] lr: 1.000e-04, eta: 14:36:12, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9931, top1_acc: 0.6789, top5_acc: 0.8445, loss_cls: 1.3767, loss: 2.3698, grad_norm: 11.7483 2021-07-09 11:07:32,464 - mmaction - INFO - Epoch [137][3720/3757] lr: 1.000e-04, eta: 14:35:51, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 1.0054, top1_acc: 0.6703, top5_acc: 0.8602, loss_cls: 1.3432, loss: 2.3486, grad_norm: 11.7542 2021-07-09 11:07:53,709 - mmaction - INFO - Epoch [137][3740/3757] lr: 1.000e-04, eta: 14:35:29, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 0.9736, top1_acc: 0.6680, top5_acc: 0.8625, loss_cls: 1.3550, loss: 2.3286, grad_norm: 11.6817 2021-07-09 11:08:11,893 - mmaction - INFO - Saving checkpoint at 137 epochs 2021-07-09 11:09:14,858 - mmaction - INFO - Epoch [138][20/3757] lr: 1.000e-04, eta: 14:34:51, time: 3.072, data_time: 2.048, memory: 6921, loss_aux: 0.9428, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2603, loss: 2.2031, grad_norm: 11.2196 2021-07-09 11:09:35,729 - mmaction - INFO - Epoch [138][40/3757] lr: 1.000e-04, eta: 14:34:30, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 0.9311, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3120, loss: 2.2431, grad_norm: 11.3209 2021-07-09 11:09:56,838 - mmaction - INFO - Epoch [138][60/3757] lr: 1.000e-04, eta: 14:34:08, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 0.9864, top1_acc: 0.6742, top5_acc: 0.8414, loss_cls: 1.3600, loss: 2.3464, grad_norm: 11.6411 2021-07-09 11:10:18,080 - mmaction - INFO - Epoch [138][80/3757] lr: 1.000e-04, eta: 14:33:47, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9538, top1_acc: 0.7039, top5_acc: 0.8609, loss_cls: 1.2936, loss: 2.2475, grad_norm: 11.2550 2021-07-09 11:10:39,237 - mmaction - INFO - Epoch [138][100/3757] lr: 1.000e-04, eta: 14:33:25, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.8633, top1_acc: 0.7281, top5_acc: 0.8875, loss_cls: 1.1519, loss: 2.0152, grad_norm: 10.8969 2021-07-09 11:11:00,238 - mmaction - INFO - Epoch [138][120/3757] lr: 1.000e-04, eta: 14:33:04, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9099, top1_acc: 0.7102, top5_acc: 0.8672, loss_cls: 1.2101, loss: 2.1200, grad_norm: 10.7944 2021-07-09 11:11:21,286 - mmaction - INFO - Epoch [138][140/3757] lr: 1.000e-04, eta: 14:32:42, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9640, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2912, loss: 2.2552, grad_norm: 11.6348 2021-07-09 11:11:42,563 - mmaction - INFO - Epoch [138][160/3757] lr: 1.000e-04, eta: 14:32:21, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9440, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2357, loss: 2.1797, grad_norm: 11.3297 2021-07-09 11:12:03,733 - mmaction - INFO - Epoch [138][180/3757] lr: 1.000e-04, eta: 14:31:59, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9227, top1_acc: 0.7219, top5_acc: 0.8711, loss_cls: 1.2040, loss: 2.1267, grad_norm: 10.7681 2021-07-09 11:12:24,901 - mmaction - INFO - Epoch [138][200/3757] lr: 1.000e-04, eta: 14:31:38, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9524, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2813, loss: 2.2337, grad_norm: 11.0395 2021-07-09 11:12:46,787 - mmaction - INFO - Epoch [138][220/3757] lr: 1.000e-04, eta: 14:31:16, time: 1.096, data_time: 0.006, memory: 6921, loss_aux: 0.9436, top1_acc: 0.6844, top5_acc: 0.8609, loss_cls: 1.2922, loss: 2.2358, grad_norm: 11.4130 2021-07-09 11:13:08,323 - mmaction - INFO - Epoch [138][240/3757] lr: 1.000e-04, eta: 14:30:55, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9489, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.1952, loss: 2.1441, grad_norm: 11.0148 2021-07-09 11:13:29,477 - mmaction - INFO - Epoch [138][260/3757] lr: 1.000e-04, eta: 14:30:33, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9654, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3173, loss: 2.2827, grad_norm: 11.3868 2021-07-09 11:13:50,426 - mmaction - INFO - Epoch [138][280/3757] lr: 1.000e-04, eta: 14:30:11, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9423, top1_acc: 0.6984, top5_acc: 0.8625, loss_cls: 1.2724, loss: 2.2148, grad_norm: 11.1307 2021-07-09 11:14:11,487 - mmaction - INFO - Epoch [138][300/3757] lr: 1.000e-04, eta: 14:29:50, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9450, top1_acc: 0.6758, top5_acc: 0.8641, loss_cls: 1.2900, loss: 2.2350, grad_norm: 11.6910 2021-07-09 11:14:32,633 - mmaction - INFO - Epoch [138][320/3757] lr: 1.000e-04, eta: 14:29:28, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9769, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3154, loss: 2.2923, grad_norm: 11.2755 2021-07-09 11:14:53,892 - mmaction - INFO - Epoch [138][340/3757] lr: 1.000e-04, eta: 14:29:07, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9025, top1_acc: 0.7125, top5_acc: 0.8766, loss_cls: 1.1786, loss: 2.0812, grad_norm: 11.0939 2021-07-09 11:15:14,924 - mmaction - INFO - Epoch [138][360/3757] lr: 1.000e-04, eta: 14:28:45, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9368, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2472, loss: 2.1841, grad_norm: 11.0751 2021-07-09 11:15:35,873 - mmaction - INFO - Epoch [138][380/3757] lr: 1.000e-04, eta: 14:28:24, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6820, top5_acc: 0.8445, loss_cls: 1.3790, loss: 2.3704, grad_norm: 11.7001 2021-07-09 11:15:56,950 - mmaction - INFO - Epoch [138][400/3757] lr: 1.000e-04, eta: 14:28:02, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9541, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2702, loss: 2.2243, grad_norm: 11.0589 2021-07-09 11:16:17,997 - mmaction - INFO - Epoch [138][420/3757] lr: 1.000e-04, eta: 14:27:41, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9462, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2694, loss: 2.2155, grad_norm: 11.4368 2021-07-09 11:16:39,117 - mmaction - INFO - Epoch [138][440/3757] lr: 1.000e-04, eta: 14:27:19, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9375, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2393, loss: 2.1768, grad_norm: 11.3225 2021-07-09 11:17:00,377 - mmaction - INFO - Epoch [138][460/3757] lr: 1.000e-04, eta: 14:26:58, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9985, top1_acc: 0.6719, top5_acc: 0.8617, loss_cls: 1.3367, loss: 2.3352, grad_norm: 11.1724 2021-07-09 11:17:21,513 - mmaction - INFO - Epoch [138][480/3757] lr: 1.000e-04, eta: 14:26:36, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9347, top1_acc: 0.7008, top5_acc: 0.8516, loss_cls: 1.2414, loss: 2.1761, grad_norm: 10.6866 2021-07-09 11:17:42,368 - mmaction - INFO - Epoch [138][500/3757] lr: 1.000e-04, eta: 14:26:15, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 0.9390, top1_acc: 0.7102, top5_acc: 0.8656, loss_cls: 1.2452, loss: 2.1842, grad_norm: 11.1008 2021-07-09 11:18:03,492 - mmaction - INFO - Epoch [138][520/3757] lr: 1.000e-04, eta: 14:25:53, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9494, top1_acc: 0.7094, top5_acc: 0.8648, loss_cls: 1.2582, loss: 2.2076, grad_norm: 11.0808 2021-07-09 11:18:25,008 - mmaction - INFO - Epoch [138][540/3757] lr: 1.000e-04, eta: 14:25:31, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9154, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2274, loss: 2.1427, grad_norm: 11.0754 2021-07-09 11:18:46,226 - mmaction - INFO - Epoch [138][560/3757] lr: 1.000e-04, eta: 14:25:10, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9736, top1_acc: 0.6930, top5_acc: 0.8539, loss_cls: 1.2924, loss: 2.2660, grad_norm: 11.2277 2021-07-09 11:19:07,246 - mmaction - INFO - Epoch [138][580/3757] lr: 1.000e-04, eta: 14:24:48, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.8865, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.1658, loss: 2.0523, grad_norm: 10.7949 2021-07-09 11:19:28,444 - mmaction - INFO - Epoch [138][600/3757] lr: 1.000e-04, eta: 14:24:27, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9249, top1_acc: 0.7156, top5_acc: 0.8656, loss_cls: 1.2244, loss: 2.1494, grad_norm: 11.2414 2021-07-09 11:19:49,233 - mmaction - INFO - Epoch [138][620/3757] lr: 1.000e-04, eta: 14:24:05, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 1.0151, top1_acc: 0.6719, top5_acc: 0.8500, loss_cls: 1.3632, loss: 2.3783, grad_norm: 11.7728 2021-07-09 11:20:10,238 - mmaction - INFO - Epoch [138][640/3757] lr: 1.000e-04, eta: 14:23:44, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9619, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2949, loss: 2.2567, grad_norm: 11.7675 2021-07-09 11:20:31,515 - mmaction - INFO - Epoch [138][660/3757] lr: 1.000e-04, eta: 14:23:22, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 0.9088, top1_acc: 0.7156, top5_acc: 0.8711, loss_cls: 1.1909, loss: 2.0997, grad_norm: 10.8169 2021-07-09 11:20:52,963 - mmaction - INFO - Epoch [138][680/3757] lr: 1.000e-04, eta: 14:23:01, time: 1.074, data_time: 0.030, memory: 6921, loss_aux: 0.9305, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2221, loss: 2.1526, grad_norm: 10.8694 2021-07-09 11:21:13,983 - mmaction - INFO - Epoch [138][700/3757] lr: 1.000e-04, eta: 14:22:39, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 1.0038, top1_acc: 0.6742, top5_acc: 0.8477, loss_cls: 1.3796, loss: 2.3834, grad_norm: 11.5943 2021-07-09 11:21:36,029 - mmaction - INFO - Epoch [138][720/3757] lr: 1.000e-04, eta: 14:22:18, time: 1.101, data_time: 0.001, memory: 6921, loss_aux: 0.9727, top1_acc: 0.6813, top5_acc: 0.8422, loss_cls: 1.3492, loss: 2.3219, grad_norm: 11.4773 2021-07-09 11:21:57,070 - mmaction - INFO - Epoch [138][740/3757] lr: 1.000e-04, eta: 14:21:56, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9610, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2873, loss: 2.2484, grad_norm: 11.3013 2021-07-09 11:22:19,356 - mmaction - INFO - Epoch [138][760/3757] lr: 1.000e-04, eta: 14:21:35, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 0.9551, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.2914, loss: 2.2465, grad_norm: 11.6384 2021-07-09 11:22:40,175 - mmaction - INFO - Epoch [138][780/3757] lr: 1.000e-04, eta: 14:21:13, time: 1.039, data_time: 0.001, memory: 6921, loss_aux: 0.9617, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2798, loss: 2.2415, grad_norm: 11.3296 2021-07-09 11:23:01,260 - mmaction - INFO - Epoch [138][800/3757] lr: 1.000e-04, eta: 14:20:52, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 0.9740, top1_acc: 0.6930, top5_acc: 0.8492, loss_cls: 1.2992, loss: 2.2732, grad_norm: 11.0632 2021-07-09 11:23:22,351 - mmaction - INFO - Epoch [138][820/3757] lr: 1.000e-04, eta: 14:20:30, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9817, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.3028, loss: 2.2845, grad_norm: 11.5476 2021-07-09 11:23:43,560 - mmaction - INFO - Epoch [138][840/3757] lr: 1.000e-04, eta: 14:20:09, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9446, top1_acc: 0.7039, top5_acc: 0.8586, loss_cls: 1.2885, loss: 2.2331, grad_norm: 11.3129 2021-07-09 11:24:05,038 - mmaction - INFO - Epoch [138][860/3757] lr: 1.000e-04, eta: 14:19:47, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 0.9850, top1_acc: 0.7055, top5_acc: 0.8547, loss_cls: 1.3123, loss: 2.2972, grad_norm: 11.2104 2021-07-09 11:24:26,640 - mmaction - INFO - Epoch [138][880/3757] lr: 1.000e-04, eta: 14:19:26, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9550, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3005, loss: 2.2555, grad_norm: 11.4935 2021-07-09 11:24:47,776 - mmaction - INFO - Epoch [138][900/3757] lr: 1.000e-04, eta: 14:19:04, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 0.9213, top1_acc: 0.6969, top5_acc: 0.8633, loss_cls: 1.2513, loss: 2.1726, grad_norm: 11.0379 2021-07-09 11:25:09,021 - mmaction - INFO - Epoch [138][920/3757] lr: 1.000e-04, eta: 14:18:42, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9200, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.2142, loss: 2.1342, grad_norm: 11.1070 2021-07-09 11:25:30,101 - mmaction - INFO - Epoch [138][940/3757] lr: 1.000e-04, eta: 14:18:21, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6836, top5_acc: 0.8516, loss_cls: 1.3223, loss: 2.3053, grad_norm: 11.4477 2021-07-09 11:25:51,614 - mmaction - INFO - Epoch [138][960/3757] lr: 1.000e-04, eta: 14:17:59, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 0.9366, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2157, loss: 2.1523, grad_norm: 11.1679 2021-07-09 11:26:12,520 - mmaction - INFO - Epoch [138][980/3757] lr: 1.000e-04, eta: 14:17:38, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3313, loss: 2.3039, grad_norm: 11.3384 2021-07-09 11:26:33,644 - mmaction - INFO - Epoch [138][1000/3757] lr: 1.000e-04, eta: 14:17:16, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9406, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2683, loss: 2.2089, grad_norm: 11.2741 2021-07-09 11:26:54,560 - mmaction - INFO - Epoch [138][1020/3757] lr: 1.000e-04, eta: 14:16:55, time: 1.045, data_time: 0.012, memory: 6921, loss_aux: 0.9816, top1_acc: 0.6789, top5_acc: 0.8508, loss_cls: 1.3562, loss: 2.3378, grad_norm: 11.7487 2021-07-09 11:27:15,881 - mmaction - INFO - Epoch [138][1040/3757] lr: 1.000e-04, eta: 14:16:33, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9329, top1_acc: 0.7219, top5_acc: 0.8633, loss_cls: 1.2256, loss: 2.1586, grad_norm: 10.8755 2021-07-09 11:27:37,496 - mmaction - INFO - Epoch [138][1060/3757] lr: 1.000e-04, eta: 14:16:12, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 0.8915, top1_acc: 0.7133, top5_acc: 0.8773, loss_cls: 1.1853, loss: 2.0769, grad_norm: 10.8067 2021-07-09 11:27:58,841 - mmaction - INFO - Epoch [138][1080/3757] lr: 1.000e-04, eta: 14:15:50, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9921, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.3264, loss: 2.3184, grad_norm: 11.2820 2021-07-09 11:28:19,951 - mmaction - INFO - Epoch [138][1100/3757] lr: 1.000e-04, eta: 14:15:29, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9219, top1_acc: 0.6984, top5_acc: 0.8828, loss_cls: 1.2012, loss: 2.1231, grad_norm: 11.0745 2021-07-09 11:28:41,639 - mmaction - INFO - Epoch [138][1120/3757] lr: 1.000e-04, eta: 14:15:07, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2820, loss: 2.2441, grad_norm: 11.1500 2021-07-09 11:29:02,762 - mmaction - INFO - Epoch [138][1140/3757] lr: 1.000e-04, eta: 14:14:46, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3832, loss: 2.3700, grad_norm: 11.4866 2021-07-09 11:29:23,832 - mmaction - INFO - Epoch [138][1160/3757] lr: 1.000e-04, eta: 14:14:24, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9007, top1_acc: 0.7148, top5_acc: 0.8789, loss_cls: 1.1883, loss: 2.0891, grad_norm: 10.9157 2021-07-09 11:29:44,860 - mmaction - INFO - Epoch [138][1180/3757] lr: 1.000e-04, eta: 14:14:03, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9421, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.2720, loss: 2.2140, grad_norm: 11.6914 2021-07-09 11:30:06,530 - mmaction - INFO - Epoch [138][1200/3757] lr: 1.000e-04, eta: 14:13:41, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9320, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2265, loss: 2.1585, grad_norm: 11.4146 2021-07-09 11:30:28,477 - mmaction - INFO - Epoch [138][1220/3757] lr: 1.000e-04, eta: 14:13:20, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 0.9170, top1_acc: 0.7141, top5_acc: 0.8711, loss_cls: 1.2123, loss: 2.1293, grad_norm: 10.9868 2021-07-09 11:30:49,478 - mmaction - INFO - Epoch [138][1240/3757] lr: 1.000e-04, eta: 14:12:58, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9461, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3335, loss: 2.2796, grad_norm: 11.3764 2021-07-09 11:31:10,592 - mmaction - INFO - Epoch [138][1260/3757] lr: 1.000e-04, eta: 14:12:37, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9960, top1_acc: 0.6695, top5_acc: 0.8531, loss_cls: 1.3684, loss: 2.3644, grad_norm: 11.5683 2021-07-09 11:31:31,887 - mmaction - INFO - Epoch [138][1280/3757] lr: 1.000e-04, eta: 14:12:15, time: 1.066, data_time: 0.006, memory: 6921, loss_aux: 1.0024, top1_acc: 0.6758, top5_acc: 0.8547, loss_cls: 1.3481, loss: 2.3505, grad_norm: 11.7344 2021-07-09 11:31:53,139 - mmaction - INFO - Epoch [138][1300/3757] lr: 1.000e-04, eta: 14:11:54, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6711, top5_acc: 0.8547, loss_cls: 1.3650, loss: 2.3271, grad_norm: 11.3609 2021-07-09 11:32:14,288 - mmaction - INFO - Epoch [138][1320/3757] lr: 1.000e-04, eta: 14:11:32, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9855, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3357, loss: 2.3212, grad_norm: 11.4927 2021-07-09 11:32:35,729 - mmaction - INFO - Epoch [138][1340/3757] lr: 1.000e-04, eta: 14:11:10, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6906, top5_acc: 0.8516, loss_cls: 1.3265, loss: 2.3157, grad_norm: 11.4472 2021-07-09 11:32:57,645 - mmaction - INFO - Epoch [138][1360/3757] lr: 1.000e-04, eta: 14:10:49, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9433, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.2844, loss: 2.2277, grad_norm: 11.4015 2021-07-09 11:33:18,668 - mmaction - INFO - Epoch [138][1380/3757] lr: 1.000e-04, eta: 14:10:27, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9237, top1_acc: 0.7031, top5_acc: 0.8750, loss_cls: 1.2413, loss: 2.1651, grad_norm: 11.1093 2021-07-09 11:33:39,858 - mmaction - INFO - Epoch [138][1400/3757] lr: 1.000e-04, eta: 14:10:06, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3079, loss: 2.2864, grad_norm: 11.2412 2021-07-09 11:34:00,884 - mmaction - INFO - Epoch [138][1420/3757] lr: 1.000e-04, eta: 14:09:44, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9540, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.3259, loss: 2.2799, grad_norm: 11.6995 2021-07-09 11:34:22,165 - mmaction - INFO - Epoch [138][1440/3757] lr: 1.000e-04, eta: 14:09:23, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 0.9091, top1_acc: 0.7164, top5_acc: 0.8711, loss_cls: 1.2153, loss: 2.1244, grad_norm: 11.3578 2021-07-09 11:34:44,204 - mmaction - INFO - Epoch [138][1460/3757] lr: 1.000e-04, eta: 14:09:01, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 0.9509, top1_acc: 0.6898, top5_acc: 0.8531, loss_cls: 1.3123, loss: 2.2633, grad_norm: 11.4096 2021-07-09 11:35:05,094 - mmaction - INFO - Epoch [138][1480/3757] lr: 1.000e-04, eta: 14:08:40, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6859, top5_acc: 0.8531, loss_cls: 1.3573, loss: 2.3481, grad_norm: 11.4170 2021-07-09 11:35:26,174 - mmaction - INFO - Epoch [138][1500/3757] lr: 1.000e-04, eta: 14:08:18, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9641, top1_acc: 0.6820, top5_acc: 0.8648, loss_cls: 1.3040, loss: 2.2681, grad_norm: 11.0894 2021-07-09 11:35:47,462 - mmaction - INFO - Epoch [138][1520/3757] lr: 1.000e-04, eta: 14:07:57, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9444, top1_acc: 0.6937, top5_acc: 0.8492, loss_cls: 1.3157, loss: 2.2601, grad_norm: 11.1664 2021-07-09 11:36:08,852 - mmaction - INFO - Epoch [138][1540/3757] lr: 1.000e-04, eta: 14:07:35, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6742, top5_acc: 0.8406, loss_cls: 1.3735, loss: 2.3565, grad_norm: 11.4457 2021-07-09 11:36:29,885 - mmaction - INFO - Epoch [138][1560/3757] lr: 1.000e-04, eta: 14:07:14, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9070, top1_acc: 0.7117, top5_acc: 0.8719, loss_cls: 1.2094, loss: 2.1163, grad_norm: 11.1177 2021-07-09 11:36:52,094 - mmaction - INFO - Epoch [138][1580/3757] lr: 1.000e-04, eta: 14:06:52, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 0.9285, top1_acc: 0.7078, top5_acc: 0.8797, loss_cls: 1.2004, loss: 2.1288, grad_norm: 11.2093 2021-07-09 11:37:13,096 - mmaction - INFO - Epoch [138][1600/3757] lr: 1.000e-04, eta: 14:06:31, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.8869, top1_acc: 0.7312, top5_acc: 0.8898, loss_cls: 1.1582, loss: 2.0450, grad_norm: 10.9028 2021-07-09 11:37:34,324 - mmaction - INFO - Epoch [138][1620/3757] lr: 1.000e-04, eta: 14:06:09, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9554, top1_acc: 0.6977, top5_acc: 0.8578, loss_cls: 1.2866, loss: 2.2420, grad_norm: 11.2892 2021-07-09 11:37:55,517 - mmaction - INFO - Epoch [138][1640/3757] lr: 1.000e-04, eta: 14:05:48, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9236, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.2141, loss: 2.1377, grad_norm: 10.9175 2021-07-09 11:38:16,636 - mmaction - INFO - Epoch [138][1660/3757] lr: 1.000e-04, eta: 14:05:26, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9754, top1_acc: 0.6734, top5_acc: 0.8461, loss_cls: 1.3474, loss: 2.3228, grad_norm: 11.4912 2021-07-09 11:38:37,907 - mmaction - INFO - Epoch [138][1680/3757] lr: 1.000e-04, eta: 14:05:05, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9323, top1_acc: 0.7000, top5_acc: 0.8656, loss_cls: 1.2213, loss: 2.1536, grad_norm: 10.9259 2021-07-09 11:38:58,855 - mmaction - INFO - Epoch [138][1700/3757] lr: 1.000e-04, eta: 14:04:43, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9531, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2680, loss: 2.2211, grad_norm: 11.1451 2021-07-09 11:39:20,287 - mmaction - INFO - Epoch [138][1720/3757] lr: 1.000e-04, eta: 14:04:22, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.8879, top1_acc: 0.7180, top5_acc: 0.8758, loss_cls: 1.1808, loss: 2.0687, grad_norm: 11.1183 2021-07-09 11:39:41,393 - mmaction - INFO - Epoch [138][1740/3757] lr: 1.000e-04, eta: 14:04:00, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9615, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.2477, loss: 2.2092, grad_norm: 11.2410 2021-07-09 11:40:02,382 - mmaction - INFO - Epoch [138][1760/3757] lr: 1.000e-04, eta: 14:03:38, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9487, top1_acc: 0.6727, top5_acc: 0.8453, loss_cls: 1.3074, loss: 2.2562, grad_norm: 11.3344 2021-07-09 11:40:23,469 - mmaction - INFO - Epoch [138][1780/3757] lr: 1.000e-04, eta: 14:03:17, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9520, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3096, loss: 2.2616, grad_norm: 11.4484 2021-07-09 11:40:44,735 - mmaction - INFO - Epoch [138][1800/3757] lr: 1.000e-04, eta: 14:02:55, time: 1.065, data_time: 0.017, memory: 6921, loss_aux: 0.9359, top1_acc: 0.6945, top5_acc: 0.8516, loss_cls: 1.3017, loss: 2.2377, grad_norm: 11.2757 2021-07-09 11:41:06,127 - mmaction - INFO - Epoch [138][1820/3757] lr: 1.000e-04, eta: 14:02:34, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9702, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3006, loss: 2.2708, grad_norm: 11.3413 2021-07-09 11:41:27,580 - mmaction - INFO - Epoch [138][1840/3757] lr: 1.000e-04, eta: 14:02:12, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 0.9458, top1_acc: 0.6977, top5_acc: 0.8539, loss_cls: 1.2866, loss: 2.2324, grad_norm: 11.4259 2021-07-09 11:41:48,547 - mmaction - INFO - Epoch [138][1860/3757] lr: 1.000e-04, eta: 14:01:51, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9660, top1_acc: 0.6727, top5_acc: 0.8672, loss_cls: 1.3315, loss: 2.2975, grad_norm: 11.9850 2021-07-09 11:42:10,513 - mmaction - INFO - Epoch [138][1880/3757] lr: 1.000e-04, eta: 14:01:29, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 0.9377, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2406, loss: 2.1783, grad_norm: 11.3278 2021-07-09 11:42:31,754 - mmaction - INFO - Epoch [138][1900/3757] lr: 1.000e-04, eta: 14:01:08, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6937, top5_acc: 0.8633, loss_cls: 1.3042, loss: 2.2723, grad_norm: 11.3647 2021-07-09 11:42:52,887 - mmaction - INFO - Epoch [138][1920/3757] lr: 1.000e-04, eta: 14:00:46, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9703, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.3095, loss: 2.2798, grad_norm: 11.3216 2021-07-09 11:43:13,961 - mmaction - INFO - Epoch [138][1940/3757] lr: 1.000e-04, eta: 14:00:25, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9209, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2630, loss: 2.1839, grad_norm: 11.2480 2021-07-09 11:43:35,787 - mmaction - INFO - Epoch [138][1960/3757] lr: 1.000e-04, eta: 14:00:03, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9421, top1_acc: 0.6992, top5_acc: 0.8562, loss_cls: 1.2928, loss: 2.2348, grad_norm: 11.6328 2021-07-09 11:43:56,856 - mmaction - INFO - Epoch [138][1980/3757] lr: 1.000e-04, eta: 13:59:42, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9640, top1_acc: 0.7070, top5_acc: 0.8633, loss_cls: 1.3067, loss: 2.2707, grad_norm: 11.6877 2021-07-09 11:44:17,916 - mmaction - INFO - Epoch [138][2000/3757] lr: 1.000e-04, eta: 13:59:20, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9502, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2685, loss: 2.2187, grad_norm: 11.2876 2021-07-09 11:44:39,169 - mmaction - INFO - Epoch [138][2020/3757] lr: 1.000e-04, eta: 13:58:59, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9030, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2465, loss: 2.1495, grad_norm: 11.5680 2021-07-09 11:45:00,243 - mmaction - INFO - Epoch [138][2040/3757] lr: 1.000e-04, eta: 13:58:37, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9739, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3283, loss: 2.3023, grad_norm: 11.4860 2021-07-09 11:45:21,166 - mmaction - INFO - Epoch [138][2060/3757] lr: 1.000e-04, eta: 13:58:16, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9324, top1_acc: 0.7086, top5_acc: 0.8656, loss_cls: 1.2371, loss: 2.1695, grad_norm: 11.4143 2021-07-09 11:45:42,300 - mmaction - INFO - Epoch [138][2080/3757] lr: 1.000e-04, eta: 13:57:54, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9313, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2230, loss: 2.1543, grad_norm: 11.1322 2021-07-09 11:46:04,062 - mmaction - INFO - Epoch [138][2100/3757] lr: 1.000e-04, eta: 13:57:33, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.8974, top1_acc: 0.7125, top5_acc: 0.8797, loss_cls: 1.1675, loss: 2.0648, grad_norm: 10.9445 2021-07-09 11:46:25,997 - mmaction - INFO - Epoch [138][2120/3757] lr: 1.000e-04, eta: 13:57:11, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9418, top1_acc: 0.6922, top5_acc: 0.8695, loss_cls: 1.2625, loss: 2.2042, grad_norm: 11.4380 2021-07-09 11:46:47,182 - mmaction - INFO - Epoch [138][2140/3757] lr: 1.000e-04, eta: 13:56:50, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9966, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3543, loss: 2.3509, grad_norm: 11.7039 2021-07-09 11:47:08,229 - mmaction - INFO - Epoch [138][2160/3757] lr: 1.000e-04, eta: 13:56:28, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9214, top1_acc: 0.7102, top5_acc: 0.8680, loss_cls: 1.2179, loss: 2.1393, grad_norm: 11.3149 2021-07-09 11:47:29,869 - mmaction - INFO - Epoch [138][2180/3757] lr: 1.000e-04, eta: 13:56:07, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 0.8979, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2020, loss: 2.0999, grad_norm: 10.9504 2021-07-09 11:47:51,149 - mmaction - INFO - Epoch [138][2200/3757] lr: 1.000e-04, eta: 13:55:45, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9326, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2750, loss: 2.2076, grad_norm: 11.0367 2021-07-09 11:48:12,472 - mmaction - INFO - Epoch [138][2220/3757] lr: 1.000e-04, eta: 13:55:23, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6859, top5_acc: 0.8508, loss_cls: 1.3343, loss: 2.3010, grad_norm: 11.5055 2021-07-09 11:48:33,776 - mmaction - INFO - Epoch [138][2240/3757] lr: 1.000e-04, eta: 13:55:02, time: 1.065, data_time: 0.011, memory: 6921, loss_aux: 0.9381, top1_acc: 0.6852, top5_acc: 0.8555, loss_cls: 1.2829, loss: 2.2210, grad_norm: 11.5530 2021-07-09 11:48:54,972 - mmaction - INFO - Epoch [138][2260/3757] lr: 1.000e-04, eta: 13:54:40, time: 1.060, data_time: 0.007, memory: 6921, loss_aux: 0.9910, top1_acc: 0.6828, top5_acc: 0.8523, loss_cls: 1.3592, loss: 2.3503, grad_norm: 11.2007 2021-07-09 11:49:16,344 - mmaction - INFO - Epoch [138][2280/3757] lr: 1.000e-04, eta: 13:54:19, time: 1.069, data_time: 0.019, memory: 6921, loss_aux: 0.9913, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3379, loss: 2.3292, grad_norm: 11.3184 2021-07-09 11:49:37,580 - mmaction - INFO - Epoch [138][2300/3757] lr: 1.000e-04, eta: 13:53:57, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9187, top1_acc: 0.6898, top5_acc: 0.8719, loss_cls: 1.2460, loss: 2.1646, grad_norm: 11.2897 2021-07-09 11:49:58,868 - mmaction - INFO - Epoch [138][2320/3757] lr: 1.000e-04, eta: 13:53:36, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9520, top1_acc: 0.6867, top5_acc: 0.8586, loss_cls: 1.3298, loss: 2.2818, grad_norm: 11.4097 2021-07-09 11:50:19,862 - mmaction - INFO - Epoch [138][2340/3757] lr: 1.000e-04, eta: 13:53:14, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9180, top1_acc: 0.7094, top5_acc: 0.8727, loss_cls: 1.2383, loss: 2.1564, grad_norm: 11.0920 2021-07-09 11:50:40,961 - mmaction - INFO - Epoch [138][2360/3757] lr: 1.000e-04, eta: 13:52:53, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9439, top1_acc: 0.7031, top5_acc: 0.8609, loss_cls: 1.2574, loss: 2.2013, grad_norm: 11.1907 2021-07-09 11:51:02,007 - mmaction - INFO - Epoch [138][2380/3757] lr: 1.000e-04, eta: 13:52:31, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9444, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2183, loss: 2.1627, grad_norm: 11.1356 2021-07-09 11:51:23,543 - mmaction - INFO - Epoch [138][2400/3757] lr: 1.000e-04, eta: 13:52:10, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9391, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.2768, loss: 2.2159, grad_norm: 11.2587 2021-07-09 11:51:45,321 - mmaction - INFO - Epoch [138][2420/3757] lr: 1.000e-04, eta: 13:51:48, time: 1.088, data_time: 0.004, memory: 6921, loss_aux: 0.9251, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2446, loss: 2.1697, grad_norm: 11.4064 2021-07-09 11:52:06,438 - mmaction - INFO - Epoch [138][2440/3757] lr: 1.000e-04, eta: 13:51:27, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6805, top5_acc: 0.8477, loss_cls: 1.3592, loss: 2.3545, grad_norm: 11.5918 2021-07-09 11:52:27,723 - mmaction - INFO - Epoch [138][2460/3757] lr: 1.000e-04, eta: 13:51:05, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9069, top1_acc: 0.7117, top5_acc: 0.8781, loss_cls: 1.2365, loss: 2.1434, grad_norm: 11.3458 2021-07-09 11:52:48,702 - mmaction - INFO - Epoch [138][2480/3757] lr: 1.000e-04, eta: 13:50:44, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9331, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2873, loss: 2.2204, grad_norm: 11.3958 2021-07-09 11:53:09,915 - mmaction - INFO - Epoch [138][2500/3757] lr: 1.000e-04, eta: 13:50:22, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9495, top1_acc: 0.6961, top5_acc: 0.8594, loss_cls: 1.3009, loss: 2.2504, grad_norm: 11.4519 2021-07-09 11:53:31,123 - mmaction - INFO - Epoch [138][2520/3757] lr: 1.000e-04, eta: 13:50:01, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9226, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2525, loss: 2.1751, grad_norm: 11.2388 2021-07-09 11:53:52,569 - mmaction - INFO - Epoch [138][2540/3757] lr: 1.000e-04, eta: 13:49:39, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9226, top1_acc: 0.7141, top5_acc: 0.8711, loss_cls: 1.2251, loss: 2.1476, grad_norm: 11.0698 2021-07-09 11:54:14,065 - mmaction - INFO - Epoch [138][2560/3757] lr: 1.000e-04, eta: 13:49:18, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 0.9315, top1_acc: 0.7031, top5_acc: 0.8594, loss_cls: 1.2520, loss: 2.1835, grad_norm: 11.1542 2021-07-09 11:54:35,006 - mmaction - INFO - Epoch [138][2580/3757] lr: 1.000e-04, eta: 13:48:56, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9676, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3244, loss: 2.2920, grad_norm: 11.5249 2021-07-09 11:54:55,999 - mmaction - INFO - Epoch [138][2600/3757] lr: 1.000e-04, eta: 13:48:34, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9455, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2413, loss: 2.1867, grad_norm: 11.2401 2021-07-09 11:55:17,921 - mmaction - INFO - Epoch [138][2620/3757] lr: 1.000e-04, eta: 13:48:13, time: 1.096, data_time: 0.045, memory: 6921, loss_aux: 0.9449, top1_acc: 0.7047, top5_acc: 0.8680, loss_cls: 1.2343, loss: 2.1792, grad_norm: 11.1596 2021-07-09 11:55:38,898 - mmaction - INFO - Epoch [138][2640/3757] lr: 1.000e-04, eta: 13:47:51, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9456, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.2901, loss: 2.2357, grad_norm: 11.3934 2021-07-09 11:55:59,887 - mmaction - INFO - Epoch [138][2660/3757] lr: 1.000e-04, eta: 13:47:30, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9373, top1_acc: 0.7188, top5_acc: 0.8836, loss_cls: 1.1814, loss: 2.1187, grad_norm: 11.0098 2021-07-09 11:56:21,208 - mmaction - INFO - Epoch [138][2680/3757] lr: 1.000e-04, eta: 13:47:08, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9610, top1_acc: 0.6984, top5_acc: 0.8586, loss_cls: 1.2706, loss: 2.2317, grad_norm: 11.4031 2021-07-09 11:56:42,314 - mmaction - INFO - Epoch [138][2700/3757] lr: 1.000e-04, eta: 13:46:47, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9387, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.2742, loss: 2.2128, grad_norm: 11.1222 2021-07-09 11:57:03,471 - mmaction - INFO - Epoch [138][2720/3757] lr: 1.000e-04, eta: 13:46:25, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9607, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3074, loss: 2.2682, grad_norm: 11.2506 2021-07-09 11:57:24,726 - mmaction - INFO - Epoch [138][2740/3757] lr: 1.000e-04, eta: 13:46:04, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9801, top1_acc: 0.6805, top5_acc: 0.8469, loss_cls: 1.3640, loss: 2.3441, grad_norm: 11.7597 2021-07-09 11:57:46,003 - mmaction - INFO - Epoch [138][2760/3757] lr: 1.000e-04, eta: 13:45:42, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9731, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.3059, loss: 2.2790, grad_norm: 11.7018 2021-07-09 11:58:07,048 - mmaction - INFO - Epoch [138][2780/3757] lr: 1.000e-04, eta: 13:45:21, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9357, top1_acc: 0.7023, top5_acc: 0.8617, loss_cls: 1.2897, loss: 2.2254, grad_norm: 11.3661 2021-07-09 11:58:28,170 - mmaction - INFO - Epoch [138][2800/3757] lr: 1.000e-04, eta: 13:44:59, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9769, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3444, loss: 2.3213, grad_norm: 11.9618 2021-07-09 11:58:48,992 - mmaction - INFO - Epoch [138][2820/3757] lr: 1.000e-04, eta: 13:44:38, time: 1.040, data_time: 0.003, memory: 6921, loss_aux: 1.0007, top1_acc: 0.6703, top5_acc: 0.8484, loss_cls: 1.3907, loss: 2.3914, grad_norm: 11.8050 2021-07-09 11:59:11,240 - mmaction - INFO - Epoch [138][2840/3757] lr: 1.000e-04, eta: 13:44:16, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6852, top5_acc: 0.8430, loss_cls: 1.3461, loss: 2.3106, grad_norm: 11.4467 2021-07-09 11:59:32,434 - mmaction - INFO - Epoch [138][2860/3757] lr: 1.000e-04, eta: 13:43:55, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9745, top1_acc: 0.6727, top5_acc: 0.8500, loss_cls: 1.3345, loss: 2.3090, grad_norm: 11.7287 2021-07-09 11:59:53,686 - mmaction - INFO - Epoch [138][2880/3757] lr: 1.000e-04, eta: 13:43:33, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9353, top1_acc: 0.7125, top5_acc: 0.8633, loss_cls: 1.2421, loss: 2.1774, grad_norm: 11.3977 2021-07-09 12:00:14,906 - mmaction - INFO - Epoch [138][2900/3757] lr: 1.000e-04, eta: 13:43:12, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9589, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.3167, loss: 2.2757, grad_norm: 11.3283 2021-07-09 12:00:36,152 - mmaction - INFO - Epoch [138][2920/3757] lr: 1.000e-04, eta: 13:42:50, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.2565, loss: 2.2141, grad_norm: 11.2976 2021-07-09 12:00:57,279 - mmaction - INFO - Epoch [138][2940/3757] lr: 1.000e-04, eta: 13:42:29, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9369, top1_acc: 0.7047, top5_acc: 0.8633, loss_cls: 1.2546, loss: 2.1915, grad_norm: 11.1373 2021-07-09 12:01:18,687 - mmaction - INFO - Epoch [138][2960/3757] lr: 1.000e-04, eta: 13:42:07, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 0.9048, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2081, loss: 2.1128, grad_norm: 11.0914 2021-07-09 12:01:40,628 - mmaction - INFO - Epoch [138][2980/3757] lr: 1.000e-04, eta: 13:41:46, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 0.9739, top1_acc: 0.6805, top5_acc: 0.8500, loss_cls: 1.3268, loss: 2.3007, grad_norm: 11.7203 2021-07-09 12:02:01,691 - mmaction - INFO - Epoch [138][3000/3757] lr: 1.000e-04, eta: 13:41:24, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9424, top1_acc: 0.6914, top5_acc: 0.8742, loss_cls: 1.2708, loss: 2.2132, grad_norm: 11.4851 2021-07-09 12:02:22,876 - mmaction - INFO - Epoch [138][3020/3757] lr: 1.000e-04, eta: 13:41:03, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9774, top1_acc: 0.6922, top5_acc: 0.8555, loss_cls: 1.3559, loss: 2.3333, grad_norm: 12.0214 2021-07-09 12:02:44,244 - mmaction - INFO - Epoch [138][3040/3757] lr: 1.000e-04, eta: 13:40:41, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9494, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2682, loss: 2.2176, grad_norm: 11.6291 2021-07-09 12:03:05,260 - mmaction - INFO - Epoch [138][3060/3757] lr: 1.000e-04, eta: 13:40:19, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9175, top1_acc: 0.7078, top5_acc: 0.8766, loss_cls: 1.2029, loss: 2.1204, grad_norm: 11.1570 2021-07-09 12:03:26,326 - mmaction - INFO - Epoch [138][3080/3757] lr: 1.000e-04, eta: 13:39:58, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9509, top1_acc: 0.6891, top5_acc: 0.8570, loss_cls: 1.3105, loss: 2.2614, grad_norm: 11.6459 2021-07-09 12:03:47,446 - mmaction - INFO - Epoch [138][3100/3757] lr: 1.000e-04, eta: 13:39:36, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9060, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2454, loss: 2.1513, grad_norm: 11.0819 2021-07-09 12:04:08,994 - mmaction - INFO - Epoch [138][3120/3757] lr: 1.000e-04, eta: 13:39:15, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9232, top1_acc: 0.7039, top5_acc: 0.8586, loss_cls: 1.2670, loss: 2.1901, grad_norm: 10.9963 2021-07-09 12:04:30,192 - mmaction - INFO - Epoch [138][3140/3757] lr: 1.000e-04, eta: 13:38:53, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 0.9152, top1_acc: 0.7203, top5_acc: 0.8664, loss_cls: 1.2064, loss: 2.1215, grad_norm: 10.8987 2021-07-09 12:04:51,455 - mmaction - INFO - Epoch [138][3160/3757] lr: 1.000e-04, eta: 13:38:32, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9422, top1_acc: 0.6891, top5_acc: 0.8594, loss_cls: 1.2945, loss: 2.2368, grad_norm: 11.4438 2021-07-09 12:05:12,602 - mmaction - INFO - Epoch [138][3180/3757] lr: 1.000e-04, eta: 13:38:10, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9778, top1_acc: 0.6695, top5_acc: 0.8695, loss_cls: 1.3038, loss: 2.2815, grad_norm: 11.7955 2021-07-09 12:05:33,881 - mmaction - INFO - Epoch [138][3200/3757] lr: 1.000e-04, eta: 13:37:49, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9479, top1_acc: 0.6984, top5_acc: 0.8523, loss_cls: 1.2851, loss: 2.2330, grad_norm: 11.2522 2021-07-09 12:05:55,192 - mmaction - INFO - Epoch [138][3220/3757] lr: 1.000e-04, eta: 13:37:27, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9492, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2703, loss: 2.2195, grad_norm: 11.6257 2021-07-09 12:06:16,343 - mmaction - INFO - Epoch [138][3240/3757] lr: 1.000e-04, eta: 13:37:06, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.8815, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.2058, loss: 2.0872, grad_norm: 11.0991 2021-07-09 12:06:37,800 - mmaction - INFO - Epoch [138][3260/3757] lr: 1.000e-04, eta: 13:36:44, time: 1.073, data_time: 0.018, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6883, top5_acc: 0.8500, loss_cls: 1.3264, loss: 2.3157, grad_norm: 11.3850 2021-07-09 12:06:59,232 - mmaction - INFO - Epoch [138][3280/3757] lr: 1.000e-04, eta: 13:36:23, time: 1.071, data_time: 0.011, memory: 6921, loss_aux: 0.9708, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3192, loss: 2.2901, grad_norm: 11.3408 2021-07-09 12:07:21,074 - mmaction - INFO - Epoch [138][3300/3757] lr: 1.000e-04, eta: 13:36:01, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9429, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.2318, loss: 2.1748, grad_norm: 11.3171 2021-07-09 12:07:42,300 - mmaction - INFO - Epoch [138][3320/3757] lr: 1.000e-04, eta: 13:35:40, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 0.9649, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3204, loss: 2.2854, grad_norm: 11.3411 2021-07-09 12:08:04,240 - mmaction - INFO - Epoch [138][3340/3757] lr: 1.000e-04, eta: 13:35:18, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 0.9190, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1905, loss: 2.1095, grad_norm: 11.1079 2021-07-09 12:08:25,352 - mmaction - INFO - Epoch [138][3360/3757] lr: 1.000e-04, eta: 13:34:57, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9668, top1_acc: 0.6875, top5_acc: 0.8570, loss_cls: 1.3240, loss: 2.2908, grad_norm: 11.5016 2021-07-09 12:08:46,498 - mmaction - INFO - Epoch [138][3380/3757] lr: 1.000e-04, eta: 13:34:35, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9318, top1_acc: 0.6969, top5_acc: 0.8773, loss_cls: 1.2472, loss: 2.1790, grad_norm: 11.2670 2021-07-09 12:09:07,669 - mmaction - INFO - Epoch [138][3400/3757] lr: 1.000e-04, eta: 13:34:14, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9998, top1_acc: 0.6734, top5_acc: 0.8609, loss_cls: 1.3007, loss: 2.3005, grad_norm: 11.6143 2021-07-09 12:09:28,724 - mmaction - INFO - Epoch [138][3420/3757] lr: 1.000e-04, eta: 13:33:52, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9949, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.3380, loss: 2.3329, grad_norm: 11.8471 2021-07-09 12:09:49,624 - mmaction - INFO - Epoch [138][3440/3757] lr: 1.000e-04, eta: 13:33:31, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9617, top1_acc: 0.6820, top5_acc: 0.8664, loss_cls: 1.2753, loss: 2.2370, grad_norm: 11.4537 2021-07-09 12:10:10,913 - mmaction - INFO - Epoch [138][3460/3757] lr: 1.000e-04, eta: 13:33:09, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9585, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2618, loss: 2.2203, grad_norm: 11.1779 2021-07-09 12:10:32,002 - mmaction - INFO - Epoch [138][3480/3757] lr: 1.000e-04, eta: 13:32:47, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9148, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.2887, loss: 2.2036, grad_norm: 11.3478 2021-07-09 12:10:53,256 - mmaction - INFO - Epoch [138][3500/3757] lr: 1.000e-04, eta: 13:32:26, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9311, top1_acc: 0.6953, top5_acc: 0.8734, loss_cls: 1.2339, loss: 2.1650, grad_norm: 11.3673 2021-07-09 12:11:14,391 - mmaction - INFO - Epoch [138][3520/3757] lr: 1.000e-04, eta: 13:32:04, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9643, top1_acc: 0.6859, top5_acc: 0.8711, loss_cls: 1.2884, loss: 2.2527, grad_norm: 11.6474 2021-07-09 12:11:36,001 - mmaction - INFO - Epoch [138][3540/3757] lr: 1.000e-04, eta: 13:31:43, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9502, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2644, loss: 2.2146, grad_norm: 11.5701 2021-07-09 12:11:57,240 - mmaction - INFO - Epoch [138][3560/3757] lr: 1.000e-04, eta: 13:31:21, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9403, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2561, loss: 2.1964, grad_norm: 11.3305 2021-07-09 12:12:18,406 - mmaction - INFO - Epoch [138][3580/3757] lr: 1.000e-04, eta: 13:31:00, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9747, top1_acc: 0.6836, top5_acc: 0.8641, loss_cls: 1.2983, loss: 2.2730, grad_norm: 11.5863 2021-07-09 12:12:39,723 - mmaction - INFO - Epoch [138][3600/3757] lr: 1.000e-04, eta: 13:30:38, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 0.9362, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.2220, loss: 2.1582, grad_norm: 11.0616 2021-07-09 12:13:00,921 - mmaction - INFO - Epoch [138][3620/3757] lr: 1.000e-04, eta: 13:30:17, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9516, top1_acc: 0.7000, top5_acc: 0.8555, loss_cls: 1.3003, loss: 2.2519, grad_norm: 10.7269 2021-07-09 12:13:21,969 - mmaction - INFO - Epoch [138][3640/3757] lr: 1.000e-04, eta: 13:29:55, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6859, top5_acc: 0.8445, loss_cls: 1.3355, loss: 2.3193, grad_norm: 11.0543 2021-07-09 12:13:42,970 - mmaction - INFO - Epoch [138][3660/3757] lr: 1.000e-04, eta: 13:29:34, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9171, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2492, loss: 2.1663, grad_norm: 11.3206 2021-07-09 12:14:03,966 - mmaction - INFO - Epoch [138][3680/3757] lr: 1.000e-04, eta: 13:29:12, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9664, top1_acc: 0.7078, top5_acc: 0.8656, loss_cls: 1.2933, loss: 2.2597, grad_norm: 11.6953 2021-07-09 12:14:25,113 - mmaction - INFO - Epoch [138][3700/3757] lr: 1.000e-04, eta: 13:28:51, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9884, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3724, loss: 2.3607, grad_norm: 11.5321 2021-07-09 12:14:46,984 - mmaction - INFO - Epoch [138][3720/3757] lr: 1.000e-04, eta: 13:28:29, time: 1.094, data_time: 0.056, memory: 6921, loss_aux: 0.9395, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2776, loss: 2.2171, grad_norm: 11.3570 2021-07-09 12:15:08,083 - mmaction - INFO - Epoch [138][3740/3757] lr: 1.000e-04, eta: 13:28:08, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9366, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.2821, loss: 2.2187, grad_norm: 11.4247 2021-07-09 12:15:26,349 - mmaction - INFO - Saving checkpoint at 138 epochs 2021-07-09 12:16:28,145 - mmaction - INFO - Epoch [139][20/3757] lr: 1.000e-04, eta: 13:27:30, time: 3.014, data_time: 1.967, memory: 6921, loss_aux: 0.9470, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2601, loss: 2.2070, grad_norm: 11.0148 2021-07-09 12:16:49,444 - mmaction - INFO - Epoch [139][40/3757] lr: 1.000e-04, eta: 13:27:08, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6781, top5_acc: 0.8531, loss_cls: 1.3433, loss: 2.3407, grad_norm: 11.8172 2021-07-09 12:17:10,702 - mmaction - INFO - Epoch [139][60/3757] lr: 1.000e-04, eta: 13:26:47, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 1.0433, top1_acc: 0.6742, top5_acc: 0.8516, loss_cls: 1.3971, loss: 2.4403, grad_norm: 11.5811 2021-07-09 12:17:32,688 - mmaction - INFO - Epoch [139][80/3757] lr: 1.000e-04, eta: 13:26:25, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 0.9297, top1_acc: 0.6953, top5_acc: 0.8586, loss_cls: 1.2746, loss: 2.2043, grad_norm: 11.5531 2021-07-09 12:17:53,963 - mmaction - INFO - Epoch [139][100/3757] lr: 1.000e-04, eta: 13:26:04, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9384, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2754, loss: 2.2138, grad_norm: 11.2052 2021-07-09 12:18:14,977 - mmaction - INFO - Epoch [139][120/3757] lr: 1.000e-04, eta: 13:25:42, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9079, top1_acc: 0.7094, top5_acc: 0.8672, loss_cls: 1.2095, loss: 2.1174, grad_norm: 11.1935 2021-07-09 12:18:36,079 - mmaction - INFO - Epoch [139][140/3757] lr: 1.000e-04, eta: 13:25:21, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9510, top1_acc: 0.6891, top5_acc: 0.8688, loss_cls: 1.2860, loss: 2.2370, grad_norm: 11.5025 2021-07-09 12:18:57,337 - mmaction - INFO - Epoch [139][160/3757] lr: 1.000e-04, eta: 13:24:59, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.8899, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.1741, loss: 2.0641, grad_norm: 11.3066 2021-07-09 12:19:19,037 - mmaction - INFO - Epoch [139][180/3757] lr: 1.000e-04, eta: 13:24:38, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 0.9395, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2032, loss: 2.1428, grad_norm: 10.9574 2021-07-09 12:19:40,213 - mmaction - INFO - Epoch [139][200/3757] lr: 1.000e-04, eta: 13:24:16, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9905, top1_acc: 0.6781, top5_acc: 0.8430, loss_cls: 1.3274, loss: 2.3179, grad_norm: 11.3456 2021-07-09 12:20:01,438 - mmaction - INFO - Epoch [139][220/3757] lr: 1.000e-04, eta: 13:23:54, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9544, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.3007, loss: 2.2551, grad_norm: 11.7746 2021-07-09 12:20:22,548 - mmaction - INFO - Epoch [139][240/3757] lr: 1.000e-04, eta: 13:23:33, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9200, top1_acc: 0.7102, top5_acc: 0.8586, loss_cls: 1.2642, loss: 2.1842, grad_norm: 11.3523 2021-07-09 12:20:43,778 - mmaction - INFO - Epoch [139][260/3757] lr: 1.000e-04, eta: 13:23:11, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9550, top1_acc: 0.6852, top5_acc: 0.8602, loss_cls: 1.3156, loss: 2.2706, grad_norm: 12.0434 2021-07-09 12:21:04,888 - mmaction - INFO - Epoch [139][280/3757] lr: 1.000e-04, eta: 13:22:50, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 0.9393, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.2698, loss: 2.2091, grad_norm: 11.2140 2021-07-09 12:21:26,403 - mmaction - INFO - Epoch [139][300/3757] lr: 1.000e-04, eta: 13:22:28, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9556, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2492, loss: 2.2048, grad_norm: 11.4729 2021-07-09 12:21:48,145 - mmaction - INFO - Epoch [139][320/3757] lr: 1.000e-04, eta: 13:22:07, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3236, loss: 2.3015, grad_norm: 11.3856 2021-07-09 12:22:09,415 - mmaction - INFO - Epoch [139][340/3757] lr: 1.000e-04, eta: 13:21:45, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9146, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2670, loss: 2.1816, grad_norm: 11.0632 2021-07-09 12:22:30,421 - mmaction - INFO - Epoch [139][360/3757] lr: 1.000e-04, eta: 13:21:24, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6781, top5_acc: 0.8406, loss_cls: 1.3717, loss: 2.3579, grad_norm: 11.6709 2021-07-09 12:22:51,703 - mmaction - INFO - Epoch [139][380/3757] lr: 1.000e-04, eta: 13:21:02, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9254, top1_acc: 0.7070, top5_acc: 0.8672, loss_cls: 1.2390, loss: 2.1644, grad_norm: 11.3324 2021-07-09 12:23:12,988 - mmaction - INFO - Epoch [139][400/3757] lr: 1.000e-04, eta: 13:20:41, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9180, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2415, loss: 2.1595, grad_norm: 11.0020 2021-07-09 12:23:33,963 - mmaction - INFO - Epoch [139][420/3757] lr: 1.000e-04, eta: 13:20:19, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 0.9082, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.2201, loss: 2.1283, grad_norm: 11.3223 2021-07-09 12:23:55,089 - mmaction - INFO - Epoch [139][440/3757] lr: 1.000e-04, eta: 13:19:58, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9316, top1_acc: 0.7086, top5_acc: 0.8719, loss_cls: 1.2191, loss: 2.1507, grad_norm: 10.9856 2021-07-09 12:24:16,122 - mmaction - INFO - Epoch [139][460/3757] lr: 1.000e-04, eta: 13:19:36, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9648, top1_acc: 0.6914, top5_acc: 0.8562, loss_cls: 1.3233, loss: 2.2881, grad_norm: 11.4833 2021-07-09 12:24:37,906 - mmaction - INFO - Epoch [139][480/3757] lr: 1.000e-04, eta: 13:19:15, time: 1.091, data_time: 0.007, memory: 6921, loss_aux: 0.9898, top1_acc: 0.6711, top5_acc: 0.8461, loss_cls: 1.4081, loss: 2.3978, grad_norm: 11.5217 2021-07-09 12:24:59,082 - mmaction - INFO - Epoch [139][500/3757] lr: 1.000e-04, eta: 13:18:53, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9507, top1_acc: 0.7008, top5_acc: 0.8562, loss_cls: 1.2874, loss: 2.2381, grad_norm: 11.3037 2021-07-09 12:25:20,176 - mmaction - INFO - Epoch [139][520/3757] lr: 1.000e-04, eta: 13:18:32, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9437, top1_acc: 0.6828, top5_acc: 0.8648, loss_cls: 1.2731, loss: 2.2168, grad_norm: 11.5657 2021-07-09 12:25:41,364 - mmaction - INFO - Epoch [139][540/3757] lr: 1.000e-04, eta: 13:18:10, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6687, top5_acc: 0.8508, loss_cls: 1.3339, loss: 2.3157, grad_norm: 11.6528 2021-07-09 12:26:02,622 - mmaction - INFO - Epoch [139][560/3757] lr: 1.000e-04, eta: 13:17:49, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9921, top1_acc: 0.6727, top5_acc: 0.8562, loss_cls: 1.3388, loss: 2.3308, grad_norm: 11.7708 2021-07-09 12:26:23,502 - mmaction - INFO - Epoch [139][580/3757] lr: 1.000e-04, eta: 13:17:27, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9107, top1_acc: 0.7086, top5_acc: 0.8648, loss_cls: 1.2420, loss: 2.1528, grad_norm: 11.2520 2021-07-09 12:26:44,694 - mmaction - INFO - Epoch [139][600/3757] lr: 1.000e-04, eta: 13:17:05, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9324, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2419, loss: 2.1742, grad_norm: 11.6866 2021-07-09 12:27:05,812 - mmaction - INFO - Epoch [139][620/3757] lr: 1.000e-04, eta: 13:16:44, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9789, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3076, loss: 2.2866, grad_norm: 11.3386 2021-07-09 12:27:27,398 - mmaction - INFO - Epoch [139][640/3757] lr: 1.000e-04, eta: 13:16:22, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 0.9431, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2813, loss: 2.2244, grad_norm: 11.6607 2021-07-09 12:27:48,954 - mmaction - INFO - Epoch [139][660/3757] lr: 1.000e-04, eta: 13:16:01, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 0.9053, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2095, loss: 2.1148, grad_norm: 11.5103 2021-07-09 12:28:10,040 - mmaction - INFO - Epoch [139][680/3757] lr: 1.000e-04, eta: 13:15:39, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9363, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.3079, loss: 2.2442, grad_norm: 11.4490 2021-07-09 12:28:31,112 - mmaction - INFO - Epoch [139][700/3757] lr: 1.000e-04, eta: 13:15:18, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9405, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.3121, loss: 2.2526, grad_norm: 11.5580 2021-07-09 12:28:52,052 - mmaction - INFO - Epoch [139][720/3757] lr: 1.000e-04, eta: 13:14:56, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6852, top5_acc: 0.8555, loss_cls: 1.3544, loss: 2.3296, grad_norm: 11.4284 2021-07-09 12:29:13,239 - mmaction - INFO - Epoch [139][740/3757] lr: 1.000e-04, eta: 13:14:35, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9663, top1_acc: 0.6969, top5_acc: 0.8711, loss_cls: 1.2858, loss: 2.2521, grad_norm: 11.4978 2021-07-09 12:29:35,833 - mmaction - INFO - Epoch [139][760/3757] lr: 1.000e-04, eta: 13:14:13, time: 1.129, data_time: 0.014, memory: 6921, loss_aux: 0.9553, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.2922, loss: 2.2475, grad_norm: 10.9253 2021-07-09 12:29:56,804 - mmaction - INFO - Epoch [139][780/3757] lr: 1.000e-04, eta: 13:13:52, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9441, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2426, loss: 2.1867, grad_norm: 11.3652 2021-07-09 12:30:17,740 - mmaction - INFO - Epoch [139][800/3757] lr: 1.000e-04, eta: 13:13:30, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 0.9569, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2936, loss: 2.2505, grad_norm: 11.5619 2021-07-09 12:30:38,693 - mmaction - INFO - Epoch [139][820/3757] lr: 1.000e-04, eta: 13:13:09, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9012, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.2065, loss: 2.1077, grad_norm: 10.9903 2021-07-09 12:30:59,939 - mmaction - INFO - Epoch [139][840/3757] lr: 1.000e-04, eta: 13:12:47, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9228, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.1559, loss: 2.0787, grad_norm: 10.9086 2021-07-09 12:31:21,152 - mmaction - INFO - Epoch [139][860/3757] lr: 1.000e-04, eta: 13:12:26, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6914, top5_acc: 0.8508, loss_cls: 1.3245, loss: 2.3095, grad_norm: 11.7395 2021-07-09 12:31:42,325 - mmaction - INFO - Epoch [139][880/3757] lr: 1.000e-04, eta: 13:12:04, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6820, top5_acc: 0.8633, loss_cls: 1.2882, loss: 2.2578, grad_norm: 11.4224 2021-07-09 12:32:03,199 - mmaction - INFO - Epoch [139][900/3757] lr: 1.000e-04, eta: 13:11:43, time: 1.042, data_time: 0.001, memory: 6921, loss_aux: 0.9573, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.2845, loss: 2.2418, grad_norm: 11.4726 2021-07-09 12:32:24,217 - mmaction - INFO - Epoch [139][920/3757] lr: 1.000e-04, eta: 13:11:21, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9401, top1_acc: 0.7055, top5_acc: 0.8711, loss_cls: 1.2175, loss: 2.1575, grad_norm: 11.3311 2021-07-09 12:32:45,316 - mmaction - INFO - Epoch [139][940/3757] lr: 1.000e-04, eta: 13:11:00, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9230, top1_acc: 0.7102, top5_acc: 0.8656, loss_cls: 1.2679, loss: 2.1909, grad_norm: 11.1795 2021-07-09 12:33:06,415 - mmaction - INFO - Epoch [139][960/3757] lr: 1.000e-04, eta: 13:10:38, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6891, top5_acc: 0.8617, loss_cls: 1.3211, loss: 2.2839, grad_norm: 11.8507 2021-07-09 12:33:28,063 - mmaction - INFO - Epoch [139][980/3757] lr: 1.000e-04, eta: 13:10:16, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 0.9499, top1_acc: 0.6914, top5_acc: 0.8523, loss_cls: 1.2984, loss: 2.2483, grad_norm: 11.4193 2021-07-09 12:33:49,217 - mmaction - INFO - Epoch [139][1000/3757] lr: 1.000e-04, eta: 13:09:55, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9501, top1_acc: 0.6898, top5_acc: 0.8461, loss_cls: 1.2973, loss: 2.2474, grad_norm: 11.2525 2021-07-09 12:34:10,236 - mmaction - INFO - Epoch [139][1020/3757] lr: 1.000e-04, eta: 13:09:33, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9570, top1_acc: 0.6898, top5_acc: 0.8555, loss_cls: 1.3233, loss: 2.2803, grad_norm: 11.3024 2021-07-09 12:34:31,401 - mmaction - INFO - Epoch [139][1040/3757] lr: 1.000e-04, eta: 13:09:12, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9310, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3100, loss: 2.2410, grad_norm: 11.6214 2021-07-09 12:34:52,496 - mmaction - INFO - Epoch [139][1060/3757] lr: 1.000e-04, eta: 13:08:50, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9396, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2574, loss: 2.1969, grad_norm: 11.3600 2021-07-09 12:35:13,494 - mmaction - INFO - Epoch [139][1080/3757] lr: 1.000e-04, eta: 13:08:29, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9516, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2571, loss: 2.2087, grad_norm: 11.3578 2021-07-09 12:35:34,737 - mmaction - INFO - Epoch [139][1100/3757] lr: 1.000e-04, eta: 13:08:07, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9331, top1_acc: 0.6930, top5_acc: 0.8531, loss_cls: 1.2934, loss: 2.2266, grad_norm: 11.4737 2021-07-09 12:35:56,019 - mmaction - INFO - Epoch [139][1120/3757] lr: 1.000e-04, eta: 13:07:46, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6828, top5_acc: 0.8406, loss_cls: 1.3770, loss: 2.3549, grad_norm: 11.6089 2021-07-09 12:36:17,161 - mmaction - INFO - Epoch [139][1140/3757] lr: 1.000e-04, eta: 13:07:24, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9086, top1_acc: 0.7203, top5_acc: 0.8719, loss_cls: 1.2037, loss: 2.1123, grad_norm: 11.1442 2021-07-09 12:36:38,420 - mmaction - INFO - Epoch [139][1160/3757] lr: 1.000e-04, eta: 13:07:03, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9487, top1_acc: 0.6961, top5_acc: 0.8719, loss_cls: 1.2563, loss: 2.2050, grad_norm: 11.4819 2021-07-09 12:36:59,993 - mmaction - INFO - Epoch [139][1180/3757] lr: 1.000e-04, eta: 13:06:41, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 0.9508, top1_acc: 0.7016, top5_acc: 0.8609, loss_cls: 1.2441, loss: 2.1949, grad_norm: 11.3408 2021-07-09 12:37:21,045 - mmaction - INFO - Epoch [139][1200/3757] lr: 1.000e-04, eta: 13:06:20, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9215, top1_acc: 0.7055, top5_acc: 0.8672, loss_cls: 1.2382, loss: 2.1597, grad_norm: 11.5427 2021-07-09 12:37:42,257 - mmaction - INFO - Epoch [139][1220/3757] lr: 1.000e-04, eta: 13:05:58, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9321, top1_acc: 0.7094, top5_acc: 0.8680, loss_cls: 1.2483, loss: 2.1804, grad_norm: 11.2185 2021-07-09 12:38:03,750 - mmaction - INFO - Epoch [139][1240/3757] lr: 1.000e-04, eta: 13:05:37, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9427, top1_acc: 0.7172, top5_acc: 0.8711, loss_cls: 1.2362, loss: 2.1790, grad_norm: 11.1383 2021-07-09 12:38:24,796 - mmaction - INFO - Epoch [139][1260/3757] lr: 1.000e-04, eta: 13:05:15, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9882, top1_acc: 0.6898, top5_acc: 0.8477, loss_cls: 1.3559, loss: 2.3442, grad_norm: 11.6802 2021-07-09 12:38:45,883 - mmaction - INFO - Epoch [139][1280/3757] lr: 1.000e-04, eta: 13:04:54, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6969, top5_acc: 0.8570, loss_cls: 1.2983, loss: 2.2596, grad_norm: 11.6106 2021-07-09 12:39:06,854 - mmaction - INFO - Epoch [139][1300/3757] lr: 1.000e-04, eta: 13:04:32, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3147, loss: 2.2841, grad_norm: 11.4267 2021-07-09 12:39:28,182 - mmaction - INFO - Epoch [139][1320/3757] lr: 1.000e-04, eta: 13:04:10, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6984, top5_acc: 0.8453, loss_cls: 1.3306, loss: 2.3136, grad_norm: 11.2615 2021-07-09 12:39:49,439 - mmaction - INFO - Epoch [139][1340/3757] lr: 1.000e-04, eta: 13:03:49, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9352, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2510, loss: 2.1862, grad_norm: 11.4477 2021-07-09 12:40:10,617 - mmaction - INFO - Epoch [139][1360/3757] lr: 1.000e-04, eta: 13:03:27, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9720, top1_acc: 0.6727, top5_acc: 0.8430, loss_cls: 1.3890, loss: 2.3610, grad_norm: 11.4832 2021-07-09 12:40:31,798 - mmaction - INFO - Epoch [139][1380/3757] lr: 1.000e-04, eta: 13:03:06, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9187, top1_acc: 0.7242, top5_acc: 0.8633, loss_cls: 1.2205, loss: 2.1392, grad_norm: 10.6483 2021-07-09 12:40:52,826 - mmaction - INFO - Epoch [139][1400/3757] lr: 1.000e-04, eta: 13:02:44, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9301, top1_acc: 0.7008, top5_acc: 0.8578, loss_cls: 1.2876, loss: 2.2177, grad_norm: 11.1712 2021-07-09 12:41:13,838 - mmaction - INFO - Epoch [139][1420/3757] lr: 1.000e-04, eta: 13:02:23, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9076, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2426, loss: 2.1502, grad_norm: 11.2039 2021-07-09 12:41:35,028 - mmaction - INFO - Epoch [139][1440/3757] lr: 1.000e-04, eta: 13:02:01, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6914, top5_acc: 0.8547, loss_cls: 1.3287, loss: 2.2847, grad_norm: 11.3879 2021-07-09 12:41:56,835 - mmaction - INFO - Epoch [139][1460/3757] lr: 1.000e-04, eta: 13:01:40, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 0.8972, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1455, loss: 2.0427, grad_norm: 11.1250 2021-07-09 12:42:17,815 - mmaction - INFO - Epoch [139][1480/3757] lr: 1.000e-04, eta: 13:01:18, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 1.0016, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.3853, loss: 2.3868, grad_norm: 11.9950 2021-07-09 12:42:39,354 - mmaction - INFO - Epoch [139][1500/3757] lr: 1.000e-04, eta: 13:00:57, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9482, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2470, loss: 2.1952, grad_norm: 11.3423 2021-07-09 12:43:00,967 - mmaction - INFO - Epoch [139][1520/3757] lr: 1.000e-04, eta: 13:00:35, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 0.9265, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2477, loss: 2.1741, grad_norm: 11.3899 2021-07-09 12:43:21,797 - mmaction - INFO - Epoch [139][1540/3757] lr: 1.000e-04, eta: 13:00:14, time: 1.042, data_time: 0.006, memory: 6921, loss_aux: 0.9176, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2176, loss: 2.1352, grad_norm: 11.6324 2021-07-09 12:43:42,944 - mmaction - INFO - Epoch [139][1560/3757] lr: 1.000e-04, eta: 12:59:52, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9772, top1_acc: 0.6961, top5_acc: 0.8633, loss_cls: 1.2910, loss: 2.2682, grad_norm: 11.3244 2021-07-09 12:44:03,983 - mmaction - INFO - Epoch [139][1580/3757] lr: 1.000e-04, eta: 12:59:31, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9975, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3648, loss: 2.3622, grad_norm: 11.5849 2021-07-09 12:44:25,124 - mmaction - INFO - Epoch [139][1600/3757] lr: 1.000e-04, eta: 12:59:09, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9224, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.2282, loss: 2.1506, grad_norm: 10.8771 2021-07-09 12:44:46,364 - mmaction - INFO - Epoch [139][1620/3757] lr: 1.000e-04, eta: 12:58:48, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9352, top1_acc: 0.7039, top5_acc: 0.8602, loss_cls: 1.2696, loss: 2.2048, grad_norm: 11.0319 2021-07-09 12:45:07,527 - mmaction - INFO - Epoch [139][1640/3757] lr: 1.000e-04, eta: 12:58:26, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9442, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.3117, loss: 2.2559, grad_norm: 11.3535 2021-07-09 12:45:28,675 - mmaction - INFO - Epoch [139][1660/3757] lr: 1.000e-04, eta: 12:58:05, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9539, top1_acc: 0.6914, top5_acc: 0.8570, loss_cls: 1.3191, loss: 2.2730, grad_norm: 11.4544 2021-07-09 12:45:49,832 - mmaction - INFO - Epoch [139][1680/3757] lr: 1.000e-04, eta: 12:57:43, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9853, top1_acc: 0.6695, top5_acc: 0.8492, loss_cls: 1.3677, loss: 2.3530, grad_norm: 11.8996 2021-07-09 12:46:11,001 - mmaction - INFO - Epoch [139][1700/3757] lr: 1.000e-04, eta: 12:57:21, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9309, top1_acc: 0.6953, top5_acc: 0.8758, loss_cls: 1.2329, loss: 2.1638, grad_norm: 11.1784 2021-07-09 12:46:33,118 - mmaction - INFO - Epoch [139][1720/3757] lr: 1.000e-04, eta: 12:57:00, time: 1.106, data_time: 0.059, memory: 6921, loss_aux: 0.9722, top1_acc: 0.6828, top5_acc: 0.8492, loss_cls: 1.3311, loss: 2.3033, grad_norm: 11.6085 2021-07-09 12:46:54,590 - mmaction - INFO - Epoch [139][1740/3757] lr: 1.000e-04, eta: 12:56:39, time: 1.072, data_time: 0.024, memory: 6921, loss_aux: 0.9449, top1_acc: 0.6992, top5_acc: 0.8602, loss_cls: 1.2686, loss: 2.2135, grad_norm: 11.2239 2021-07-09 12:47:16,492 - mmaction - INFO - Epoch [139][1760/3757] lr: 1.000e-04, eta: 12:56:17, time: 1.098, data_time: 0.052, memory: 6921, loss_aux: 0.9606, top1_acc: 0.7070, top5_acc: 0.8633, loss_cls: 1.2374, loss: 2.1980, grad_norm: 11.1335 2021-07-09 12:47:37,630 - mmaction - INFO - Epoch [139][1780/3757] lr: 1.000e-04, eta: 12:55:56, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9641, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3462, loss: 2.3103, grad_norm: 11.6001 2021-07-09 12:47:58,746 - mmaction - INFO - Epoch [139][1800/3757] lr: 1.000e-04, eta: 12:55:34, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.8971, top1_acc: 0.6969, top5_acc: 0.8781, loss_cls: 1.2092, loss: 2.1063, grad_norm: 11.2794 2021-07-09 12:48:20,033 - mmaction - INFO - Epoch [139][1820/3757] lr: 1.000e-04, eta: 12:55:12, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9242, top1_acc: 0.6883, top5_acc: 0.8656, loss_cls: 1.2570, loss: 2.1812, grad_norm: 11.3665 2021-07-09 12:48:40,972 - mmaction - INFO - Epoch [139][1840/3757] lr: 1.000e-04, eta: 12:54:51, time: 1.048, data_time: 0.004, memory: 6921, loss_aux: 0.9862, top1_acc: 0.6844, top5_acc: 0.8555, loss_cls: 1.3433, loss: 2.3295, grad_norm: 11.7243 2021-07-09 12:49:02,208 - mmaction - INFO - Epoch [139][1860/3757] lr: 1.000e-04, eta: 12:54:29, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9750, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.2901, loss: 2.2652, grad_norm: 11.5432 2021-07-09 12:49:23,251 - mmaction - INFO - Epoch [139][1880/3757] lr: 1.000e-04, eta: 12:54:08, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9679, top1_acc: 0.7000, top5_acc: 0.8602, loss_cls: 1.2867, loss: 2.2546, grad_norm: 11.4691 2021-07-09 12:49:44,975 - mmaction - INFO - Epoch [139][1900/3757] lr: 1.000e-04, eta: 12:53:46, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 0.9572, top1_acc: 0.6875, top5_acc: 0.8703, loss_cls: 1.2453, loss: 2.2025, grad_norm: 11.5479 2021-07-09 12:50:06,013 - mmaction - INFO - Epoch [139][1920/3757] lr: 1.000e-04, eta: 12:53:25, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9260, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2343, loss: 2.1603, grad_norm: 11.3267 2021-07-09 12:50:27,292 - mmaction - INFO - Epoch [139][1940/3757] lr: 1.000e-04, eta: 12:53:03, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9823, top1_acc: 0.6602, top5_acc: 0.8555, loss_cls: 1.3491, loss: 2.3314, grad_norm: 11.7033 2021-07-09 12:50:48,348 - mmaction - INFO - Epoch [139][1960/3757] lr: 1.000e-04, eta: 12:52:42, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9257, top1_acc: 0.7055, top5_acc: 0.8664, loss_cls: 1.2565, loss: 2.1822, grad_norm: 11.1654 2021-07-09 12:51:09,314 - mmaction - INFO - Epoch [139][1980/3757] lr: 1.000e-04, eta: 12:52:20, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9523, top1_acc: 0.6961, top5_acc: 0.8648, loss_cls: 1.2896, loss: 2.2419, grad_norm: 11.2124 2021-07-09 12:51:30,602 - mmaction - INFO - Epoch [139][2000/3757] lr: 1.000e-04, eta: 12:51:59, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9247, top1_acc: 0.7094, top5_acc: 0.8680, loss_cls: 1.2438, loss: 2.1686, grad_norm: 11.3862 2021-07-09 12:51:51,894 - mmaction - INFO - Epoch [139][2020/3757] lr: 1.000e-04, eta: 12:51:37, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9526, top1_acc: 0.6914, top5_acc: 0.8562, loss_cls: 1.2965, loss: 2.2491, grad_norm: 11.5371 2021-07-09 12:52:12,981 - mmaction - INFO - Epoch [139][2040/3757] lr: 1.000e-04, eta: 12:51:16, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9252, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2543, loss: 2.1795, grad_norm: 11.3044 2021-07-09 12:52:34,026 - mmaction - INFO - Epoch [139][2060/3757] lr: 1.000e-04, eta: 12:50:54, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9435, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2311, loss: 2.1746, grad_norm: 11.3365 2021-07-09 12:52:55,181 - mmaction - INFO - Epoch [139][2080/3757] lr: 1.000e-04, eta: 12:50:33, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9106, top1_acc: 0.7078, top5_acc: 0.8648, loss_cls: 1.2433, loss: 2.1538, grad_norm: 11.2809 2021-07-09 12:53:16,275 - mmaction - INFO - Epoch [139][2100/3757] lr: 1.000e-04, eta: 12:50:11, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9631, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.2952, loss: 2.2583, grad_norm: 11.4641 2021-07-09 12:53:37,255 - mmaction - INFO - Epoch [139][2120/3757] lr: 1.000e-04, eta: 12:49:49, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 0.9378, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2488, loss: 2.1866, grad_norm: 11.4556 2021-07-09 12:53:58,343 - mmaction - INFO - Epoch [139][2140/3757] lr: 1.000e-04, eta: 12:49:28, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9660, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2965, loss: 2.2625, grad_norm: 11.6109 2021-07-09 12:54:19,597 - mmaction - INFO - Epoch [139][2160/3757] lr: 1.000e-04, eta: 12:49:06, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.2816, loss: 2.2373, grad_norm: 11.2721 2021-07-09 12:54:40,899 - mmaction - INFO - Epoch [139][2180/3757] lr: 1.000e-04, eta: 12:48:45, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9151, top1_acc: 0.7133, top5_acc: 0.8781, loss_cls: 1.1861, loss: 2.1012, grad_norm: 10.9465 2021-07-09 12:55:02,022 - mmaction - INFO - Epoch [139][2200/3757] lr: 1.000e-04, eta: 12:48:23, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9547, top1_acc: 0.6945, top5_acc: 0.8664, loss_cls: 1.2660, loss: 2.2207, grad_norm: 11.2281 2021-07-09 12:55:23,155 - mmaction - INFO - Epoch [139][2220/3757] lr: 1.000e-04, eta: 12:48:02, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 1.0104, top1_acc: 0.6758, top5_acc: 0.8445, loss_cls: 1.3659, loss: 2.3763, grad_norm: 11.5091 2021-07-09 12:55:44,138 - mmaction - INFO - Epoch [139][2240/3757] lr: 1.000e-04, eta: 12:47:40, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 1.0040, top1_acc: 0.6664, top5_acc: 0.8484, loss_cls: 1.3895, loss: 2.3935, grad_norm: 11.6249 2021-07-09 12:56:05,211 - mmaction - INFO - Epoch [139][2260/3757] lr: 1.000e-04, eta: 12:47:19, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.8971, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.1800, loss: 2.0771, grad_norm: 10.8009 2021-07-09 12:56:26,512 - mmaction - INFO - Epoch [139][2280/3757] lr: 1.000e-04, eta: 12:46:57, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9134, top1_acc: 0.7000, top5_acc: 0.8781, loss_cls: 1.2044, loss: 2.1178, grad_norm: 11.2440 2021-07-09 12:56:47,605 - mmaction - INFO - Epoch [139][2300/3757] lr: 1.000e-04, eta: 12:46:36, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9239, top1_acc: 0.7008, top5_acc: 0.8586, loss_cls: 1.2621, loss: 2.1860, grad_norm: 11.7533 2021-07-09 12:57:08,848 - mmaction - INFO - Epoch [139][2320/3757] lr: 1.000e-04, eta: 12:46:14, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9942, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3553, loss: 2.3495, grad_norm: 11.6367 2021-07-09 12:57:29,863 - mmaction - INFO - Epoch [139][2340/3757] lr: 1.000e-04, eta: 12:45:53, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9660, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.3007, loss: 2.2668, grad_norm: 11.5603 2021-07-09 12:57:51,218 - mmaction - INFO - Epoch [139][2360/3757] lr: 1.000e-04, eta: 12:45:31, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9214, top1_acc: 0.7109, top5_acc: 0.8656, loss_cls: 1.2394, loss: 2.1609, grad_norm: 11.4330 2021-07-09 12:58:12,610 - mmaction - INFO - Epoch [139][2380/3757] lr: 1.000e-04, eta: 12:45:10, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9511, top1_acc: 0.6969, top5_acc: 0.8578, loss_cls: 1.3000, loss: 2.2510, grad_norm: 11.6111 2021-07-09 12:58:34,677 - mmaction - INFO - Epoch [139][2400/3757] lr: 1.000e-04, eta: 12:44:48, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 0.9607, top1_acc: 0.6961, top5_acc: 0.8453, loss_cls: 1.3321, loss: 2.2927, grad_norm: 11.3283 2021-07-09 12:58:56,375 - mmaction - INFO - Epoch [139][2420/3757] lr: 1.000e-04, eta: 12:44:27, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 0.8975, top1_acc: 0.7055, top5_acc: 0.8859, loss_cls: 1.1704, loss: 2.0679, grad_norm: 11.3141 2021-07-09 12:59:17,376 - mmaction - INFO - Epoch [139][2440/3757] lr: 1.000e-04, eta: 12:44:05, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.8690, top1_acc: 0.7180, top5_acc: 0.8766, loss_cls: 1.1533, loss: 2.0223, grad_norm: 11.0046 2021-07-09 12:59:38,640 - mmaction - INFO - Epoch [139][2460/3757] lr: 1.000e-04, eta: 12:43:44, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9959, top1_acc: 0.6914, top5_acc: 0.8508, loss_cls: 1.3265, loss: 2.3223, grad_norm: 11.1717 2021-07-09 12:59:59,903 - mmaction - INFO - Epoch [139][2480/3757] lr: 1.000e-04, eta: 12:43:22, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9476, top1_acc: 0.6922, top5_acc: 0.8734, loss_cls: 1.2373, loss: 2.1850, grad_norm: 11.0616 2021-07-09 13:00:21,156 - mmaction - INFO - Epoch [139][2500/3757] lr: 1.000e-04, eta: 12:43:01, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9072, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2313, loss: 2.1385, grad_norm: 11.1207 2021-07-09 13:00:42,175 - mmaction - INFO - Epoch [139][2520/3757] lr: 1.000e-04, eta: 12:42:39, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9786, top1_acc: 0.6875, top5_acc: 0.8484, loss_cls: 1.3419, loss: 2.3206, grad_norm: 11.2882 2021-07-09 13:01:03,360 - mmaction - INFO - Epoch [139][2540/3757] lr: 1.000e-04, eta: 12:42:18, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9878, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3390, loss: 2.3268, grad_norm: 11.5754 2021-07-09 13:01:24,980 - mmaction - INFO - Epoch [139][2560/3757] lr: 1.000e-04, eta: 12:41:56, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9663, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.3069, loss: 2.2732, grad_norm: 11.3661 2021-07-09 13:01:46,082 - mmaction - INFO - Epoch [139][2580/3757] lr: 1.000e-04, eta: 12:41:34, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9528, top1_acc: 0.7086, top5_acc: 0.8695, loss_cls: 1.2411, loss: 2.1939, grad_norm: 11.1961 2021-07-09 13:02:07,213 - mmaction - INFO - Epoch [139][2600/3757] lr: 1.000e-04, eta: 12:41:13, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9397, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.2580, loss: 2.1977, grad_norm: 11.2228 2021-07-09 13:02:28,460 - mmaction - INFO - Epoch [139][2620/3757] lr: 1.000e-04, eta: 12:40:51, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.8950, top1_acc: 0.6945, top5_acc: 0.8789, loss_cls: 1.2025, loss: 2.0975, grad_norm: 11.3222 2021-07-09 13:02:50,405 - mmaction - INFO - Epoch [139][2640/3757] lr: 1.000e-04, eta: 12:40:30, time: 1.097, data_time: 0.005, memory: 6921, loss_aux: 0.9101, top1_acc: 0.6992, top5_acc: 0.8602, loss_cls: 1.2305, loss: 2.1406, grad_norm: 11.2494 2021-07-09 13:03:11,434 - mmaction - INFO - Epoch [139][2660/3757] lr: 1.000e-04, eta: 12:40:08, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9352, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2235, loss: 2.1587, grad_norm: 11.1922 2021-07-09 13:03:32,477 - mmaction - INFO - Epoch [139][2680/3757] lr: 1.000e-04, eta: 12:39:47, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9671, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.3091, loss: 2.2762, grad_norm: 11.5596 2021-07-09 13:03:53,755 - mmaction - INFO - Epoch [139][2700/3757] lr: 1.000e-04, eta: 12:39:25, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6625, top5_acc: 0.8523, loss_cls: 1.3808, loss: 2.3638, grad_norm: 11.5341 2021-07-09 13:04:14,861 - mmaction - INFO - Epoch [139][2720/3757] lr: 1.000e-04, eta: 12:39:04, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9115, top1_acc: 0.7164, top5_acc: 0.8797, loss_cls: 1.1930, loss: 2.1045, grad_norm: 11.1439 2021-07-09 13:04:36,769 - mmaction - INFO - Epoch [139][2740/3757] lr: 1.000e-04, eta: 12:38:42, time: 1.096, data_time: 0.001, memory: 6921, loss_aux: 0.9490, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3136, loss: 2.2626, grad_norm: 11.2821 2021-07-09 13:04:57,923 - mmaction - INFO - Epoch [139][2760/3757] lr: 1.000e-04, eta: 12:38:21, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9561, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.2967, loss: 2.2528, grad_norm: 11.2735 2021-07-09 13:05:19,231 - mmaction - INFO - Epoch [139][2780/3757] lr: 1.000e-04, eta: 12:37:59, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9384, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.2549, loss: 2.1934, grad_norm: 11.4722 2021-07-09 13:05:40,496 - mmaction - INFO - Epoch [139][2800/3757] lr: 1.000e-04, eta: 12:37:38, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9526, top1_acc: 0.6867, top5_acc: 0.8727, loss_cls: 1.2588, loss: 2.2114, grad_norm: 11.6928 2021-07-09 13:06:01,544 - mmaction - INFO - Epoch [139][2820/3757] lr: 1.000e-04, eta: 12:37:16, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.8994, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.2085, loss: 2.1079, grad_norm: 11.1578 2021-07-09 13:06:22,541 - mmaction - INFO - Epoch [139][2840/3757] lr: 1.000e-04, eta: 12:36:55, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9662, top1_acc: 0.6953, top5_acc: 0.8484, loss_cls: 1.2875, loss: 2.2537, grad_norm: 11.4313 2021-07-09 13:06:44,444 - mmaction - INFO - Epoch [139][2860/3757] lr: 1.000e-04, eta: 12:36:33, time: 1.095, data_time: 0.044, memory: 6921, loss_aux: 0.9207, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.1618, loss: 2.0825, grad_norm: 11.0292 2021-07-09 13:07:05,530 - mmaction - INFO - Epoch [139][2880/3757] lr: 1.000e-04, eta: 12:36:12, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9230, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2399, loss: 2.1628, grad_norm: 11.4493 2021-07-09 13:07:27,900 - mmaction - INFO - Epoch [139][2900/3757] lr: 1.000e-04, eta: 12:35:50, time: 1.118, data_time: 0.002, memory: 6921, loss_aux: 0.9328, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2850, loss: 2.2178, grad_norm: 11.5769 2021-07-09 13:07:48,841 - mmaction - INFO - Epoch [139][2920/3757] lr: 1.000e-04, eta: 12:35:29, time: 1.046, data_time: 0.006, memory: 6921, loss_aux: 0.9322, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2490, loss: 2.1812, grad_norm: 11.2558 2021-07-09 13:08:09,817 - mmaction - INFO - Epoch [139][2940/3757] lr: 1.000e-04, eta: 12:35:07, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9381, top1_acc: 0.6906, top5_acc: 0.8641, loss_cls: 1.2738, loss: 2.2119, grad_norm: 11.2484 2021-07-09 13:08:31,046 - mmaction - INFO - Epoch [139][2960/3757] lr: 1.000e-04, eta: 12:34:46, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 1.0056, top1_acc: 0.6820, top5_acc: 0.8508, loss_cls: 1.3433, loss: 2.3489, grad_norm: 11.3375 2021-07-09 13:08:52,115 - mmaction - INFO - Epoch [139][2980/3757] lr: 1.000e-04, eta: 12:34:24, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9453, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3272, loss: 2.2725, grad_norm: 11.6613 2021-07-09 13:09:13,295 - mmaction - INFO - Epoch [139][3000/3757] lr: 1.000e-04, eta: 12:34:03, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9554, top1_acc: 0.6914, top5_acc: 0.8688, loss_cls: 1.3037, loss: 2.2591, grad_norm: 11.2258 2021-07-09 13:09:34,432 - mmaction - INFO - Epoch [139][3020/3757] lr: 1.000e-04, eta: 12:33:41, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9325, top1_acc: 0.6805, top5_acc: 0.8727, loss_cls: 1.2924, loss: 2.2250, grad_norm: 11.4391 2021-07-09 13:09:55,458 - mmaction - INFO - Epoch [139][3040/3757] lr: 1.000e-04, eta: 12:33:20, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9668, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.3134, loss: 2.2801, grad_norm: 11.4194 2021-07-09 13:10:16,650 - mmaction - INFO - Epoch [139][3060/3757] lr: 1.000e-04, eta: 12:32:58, time: 1.060, data_time: 0.012, memory: 6921, loss_aux: 0.9418, top1_acc: 0.7070, top5_acc: 0.8547, loss_cls: 1.2686, loss: 2.2104, grad_norm: 11.1434 2021-07-09 13:10:38,425 - mmaction - INFO - Epoch [139][3080/3757] lr: 1.000e-04, eta: 12:32:37, time: 1.087, data_time: 0.041, memory: 6921, loss_aux: 0.9482, top1_acc: 0.6930, top5_acc: 0.8641, loss_cls: 1.3058, loss: 2.2539, grad_norm: 11.4315 2021-07-09 13:10:59,485 - mmaction - INFO - Epoch [139][3100/3757] lr: 1.000e-04, eta: 12:32:15, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 1.0020, top1_acc: 0.6766, top5_acc: 0.8461, loss_cls: 1.3797, loss: 2.3817, grad_norm: 11.5972 2021-07-09 13:11:20,587 - mmaction - INFO - Epoch [139][3120/3757] lr: 1.000e-04, eta: 12:31:53, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 1.0081, top1_acc: 0.6664, top5_acc: 0.8445, loss_cls: 1.3932, loss: 2.4013, grad_norm: 11.5265 2021-07-09 13:11:41,686 - mmaction - INFO - Epoch [139][3140/3757] lr: 1.000e-04, eta: 12:31:32, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9276, top1_acc: 0.6977, top5_acc: 0.8547, loss_cls: 1.2770, loss: 2.2046, grad_norm: 11.2208 2021-07-09 13:12:02,729 - mmaction - INFO - Epoch [139][3160/3757] lr: 1.000e-04, eta: 12:31:10, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9356, top1_acc: 0.7016, top5_acc: 0.8602, loss_cls: 1.2763, loss: 2.2119, grad_norm: 11.5394 2021-07-09 13:12:23,767 - mmaction - INFO - Epoch [139][3180/3757] lr: 1.000e-04, eta: 12:30:49, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9283, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2644, loss: 2.1927, grad_norm: 11.4541 2021-07-09 13:12:44,827 - mmaction - INFO - Epoch [139][3200/3757] lr: 1.000e-04, eta: 12:30:27, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9556, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2722, loss: 2.2277, grad_norm: 11.2561 2021-07-09 13:13:05,786 - mmaction - INFO - Epoch [139][3220/3757] lr: 1.000e-04, eta: 12:30:06, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9434, top1_acc: 0.7055, top5_acc: 0.8656, loss_cls: 1.2501, loss: 2.1935, grad_norm: 11.5076 2021-07-09 13:13:27,216 - mmaction - INFO - Epoch [139][3240/3757] lr: 1.000e-04, eta: 12:29:44, time: 1.071, data_time: 0.019, memory: 6921, loss_aux: 0.9728, top1_acc: 0.6906, top5_acc: 0.8438, loss_cls: 1.3239, loss: 2.2967, grad_norm: 11.3847 2021-07-09 13:13:48,266 - mmaction - INFO - Epoch [139][3260/3757] lr: 1.000e-04, eta: 12:29:23, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9618, top1_acc: 0.7078, top5_acc: 0.8672, loss_cls: 1.2570, loss: 2.2188, grad_norm: 11.1871 2021-07-09 13:14:10,042 - mmaction - INFO - Epoch [139][3280/3757] lr: 1.000e-04, eta: 12:29:01, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 0.8966, top1_acc: 0.7031, top5_acc: 0.8797, loss_cls: 1.2129, loss: 2.1095, grad_norm: 11.5236 2021-07-09 13:14:31,155 - mmaction - INFO - Epoch [139][3300/3757] lr: 1.000e-04, eta: 12:28:40, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9426, top1_acc: 0.6984, top5_acc: 0.8562, loss_cls: 1.2736, loss: 2.2162, grad_norm: 11.2071 2021-07-09 13:14:52,405 - mmaction - INFO - Epoch [139][3320/3757] lr: 1.000e-04, eta: 12:28:18, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9716, top1_acc: 0.6859, top5_acc: 0.8539, loss_cls: 1.3280, loss: 2.2996, grad_norm: 11.3832 2021-07-09 13:15:13,580 - mmaction - INFO - Epoch [139][3340/3757] lr: 1.000e-04, eta: 12:27:57, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9849, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3224, loss: 2.3073, grad_norm: 11.4590 2021-07-09 13:15:34,973 - mmaction - INFO - Epoch [139][3360/3757] lr: 1.000e-04, eta: 12:27:35, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9620, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2850, loss: 2.2470, grad_norm: 11.4071 2021-07-09 13:15:56,042 - mmaction - INFO - Epoch [139][3380/3757] lr: 1.000e-04, eta: 12:27:14, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3184, loss: 2.3084, grad_norm: 11.5014 2021-07-09 13:16:17,640 - mmaction - INFO - Epoch [139][3400/3757] lr: 1.000e-04, eta: 12:26:52, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 0.9421, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2456, loss: 2.1877, grad_norm: 11.6328 2021-07-09 13:16:38,565 - mmaction - INFO - Epoch [139][3420/3757] lr: 1.000e-04, eta: 12:26:31, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9367, top1_acc: 0.6898, top5_acc: 0.8594, loss_cls: 1.2784, loss: 2.2152, grad_norm: 11.3287 2021-07-09 13:16:59,808 - mmaction - INFO - Epoch [139][3440/3757] lr: 1.000e-04, eta: 12:26:09, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6961, top5_acc: 0.8633, loss_cls: 1.3034, loss: 2.2655, grad_norm: 11.2872 2021-07-09 13:17:21,032 - mmaction - INFO - Epoch [139][3460/3757] lr: 1.000e-04, eta: 12:25:48, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9306, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2353, loss: 2.1659, grad_norm: 11.1390 2021-07-09 13:17:42,134 - mmaction - INFO - Epoch [139][3480/3757] lr: 1.000e-04, eta: 12:25:26, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9176, top1_acc: 0.7070, top5_acc: 0.8789, loss_cls: 1.1936, loss: 2.1112, grad_norm: 11.3446 2021-07-09 13:18:03,544 - mmaction - INFO - Epoch [139][3500/3757] lr: 1.000e-04, eta: 12:25:04, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9348, top1_acc: 0.7000, top5_acc: 0.8672, loss_cls: 1.2521, loss: 2.1868, grad_norm: 11.1654 2021-07-09 13:18:24,747 - mmaction - INFO - Epoch [139][3520/3757] lr: 1.000e-04, eta: 12:24:43, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9404, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2467, loss: 2.1871, grad_norm: 11.2245 2021-07-09 13:18:46,677 - mmaction - INFO - Epoch [139][3540/3757] lr: 1.000e-04, eta: 12:24:21, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9687, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3399, loss: 2.3087, grad_norm: 11.2547 2021-07-09 13:19:07,780 - mmaction - INFO - Epoch [139][3560/3757] lr: 1.000e-04, eta: 12:24:00, time: 1.057, data_time: 0.006, memory: 6921, loss_aux: 0.9603, top1_acc: 0.6820, top5_acc: 0.8703, loss_cls: 1.2753, loss: 2.2356, grad_norm: 11.2189 2021-07-09 13:19:28,889 - mmaction - INFO - Epoch [139][3580/3757] lr: 1.000e-04, eta: 12:23:38, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9289, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2543, loss: 2.1832, grad_norm: 11.3385 2021-07-09 13:19:50,033 - mmaction - INFO - Epoch [139][3600/3757] lr: 1.000e-04, eta: 12:23:17, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9655, top1_acc: 0.6797, top5_acc: 0.8500, loss_cls: 1.3506, loss: 2.3161, grad_norm: 11.7101 2021-07-09 13:20:11,018 - mmaction - INFO - Epoch [139][3620/3757] lr: 1.000e-04, eta: 12:22:55, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 0.9070, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1707, loss: 2.0777, grad_norm: 11.0758 2021-07-09 13:20:32,327 - mmaction - INFO - Epoch [139][3640/3757] lr: 1.000e-04, eta: 12:22:34, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9551, top1_acc: 0.6828, top5_acc: 0.8656, loss_cls: 1.2613, loss: 2.2164, grad_norm: 11.5695 2021-07-09 13:20:53,806 - mmaction - INFO - Epoch [139][3660/3757] lr: 1.000e-04, eta: 12:22:12, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2871, loss: 2.2624, grad_norm: 11.3051 2021-07-09 13:21:15,215 - mmaction - INFO - Epoch [139][3680/3757] lr: 1.000e-04, eta: 12:21:51, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6820, top5_acc: 0.8727, loss_cls: 1.2789, loss: 2.2447, grad_norm: 11.5711 2021-07-09 13:21:36,548 - mmaction - INFO - Epoch [139][3700/3757] lr: 1.000e-04, eta: 12:21:29, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9281, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2404, loss: 2.1685, grad_norm: 11.4298 2021-07-09 13:21:58,227 - mmaction - INFO - Epoch [139][3720/3757] lr: 1.000e-04, eta: 12:21:08, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 0.9169, top1_acc: 0.7008, top5_acc: 0.8781, loss_cls: 1.1950, loss: 2.1119, grad_norm: 11.2432 2021-07-09 13:22:19,449 - mmaction - INFO - Epoch [139][3740/3757] lr: 1.000e-04, eta: 12:20:46, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9341, top1_acc: 0.7031, top5_acc: 0.8633, loss_cls: 1.2495, loss: 2.1837, grad_norm: 11.5504 2021-07-09 13:22:37,651 - mmaction - INFO - Saving checkpoint at 139 epochs 2021-07-09 13:23:40,826 - mmaction - INFO - Epoch [140][20/3757] lr: 1.000e-04, eta: 12:20:08, time: 3.076, data_time: 2.053, memory: 6921, loss_aux: 0.9381, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.2950, loss: 2.2331, grad_norm: 11.5909 2021-07-09 13:24:01,644 - mmaction - INFO - Epoch [140][40/3757] lr: 1.000e-04, eta: 12:19:47, time: 1.041, data_time: 0.003, memory: 6921, loss_aux: 0.9241, top1_acc: 0.6828, top5_acc: 0.8750, loss_cls: 1.2496, loss: 2.1737, grad_norm: 11.5219 2021-07-09 13:24:22,456 - mmaction - INFO - Epoch [140][60/3757] lr: 1.000e-04, eta: 12:19:25, time: 1.039, data_time: 0.004, memory: 6921, loss_aux: 0.9887, top1_acc: 0.6719, top5_acc: 0.8531, loss_cls: 1.3517, loss: 2.3404, grad_norm: 11.7122 2021-07-09 13:24:43,943 - mmaction - INFO - Epoch [140][80/3757] lr: 1.000e-04, eta: 12:19:04, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9855, top1_acc: 0.6687, top5_acc: 0.8617, loss_cls: 1.3550, loss: 2.3406, grad_norm: 11.6528 2021-07-09 13:25:05,598 - mmaction - INFO - Epoch [140][100/3757] lr: 1.000e-04, eta: 12:18:42, time: 1.082, data_time: 0.001, memory: 6921, loss_aux: 0.9516, top1_acc: 0.7039, top5_acc: 0.8742, loss_cls: 1.2360, loss: 2.1876, grad_norm: 11.6144 2021-07-09 13:25:26,567 - mmaction - INFO - Epoch [140][120/3757] lr: 1.000e-04, eta: 12:18:21, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9540, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.2818, loss: 2.2357, grad_norm: 11.7620 2021-07-09 13:25:47,483 - mmaction - INFO - Epoch [140][140/3757] lr: 1.000e-04, eta: 12:17:59, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 0.9751, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3618, loss: 2.3369, grad_norm: 11.6751 2021-07-09 13:26:08,454 - mmaction - INFO - Epoch [140][160/3757] lr: 1.000e-04, eta: 12:17:38, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9415, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.2866, loss: 2.2281, grad_norm: 11.3015 2021-07-09 13:26:30,351 - mmaction - INFO - Epoch [140][180/3757] lr: 1.000e-04, eta: 12:17:16, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 0.9669, top1_acc: 0.6859, top5_acc: 0.8609, loss_cls: 1.2806, loss: 2.2475, grad_norm: 11.2309 2021-07-09 13:26:52,062 - mmaction - INFO - Epoch [140][200/3757] lr: 1.000e-04, eta: 12:16:55, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 0.9558, top1_acc: 0.7047, top5_acc: 0.8578, loss_cls: 1.2835, loss: 2.2393, grad_norm: 10.8440 2021-07-09 13:27:13,015 - mmaction - INFO - Epoch [140][220/3757] lr: 1.000e-04, eta: 12:16:33, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3506, loss: 2.3375, grad_norm: 11.6697 2021-07-09 13:27:34,070 - mmaction - INFO - Epoch [140][240/3757] lr: 1.000e-04, eta: 12:16:11, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6875, top5_acc: 0.8547, loss_cls: 1.3192, loss: 2.2944, grad_norm: 11.2257 2021-07-09 13:27:55,054 - mmaction - INFO - Epoch [140][260/3757] lr: 1.000e-04, eta: 12:15:50, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9262, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2519, loss: 2.1781, grad_norm: 11.5525 2021-07-09 13:28:16,047 - mmaction - INFO - Epoch [140][280/3757] lr: 1.000e-04, eta: 12:15:28, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9824, top1_acc: 0.6719, top5_acc: 0.8555, loss_cls: 1.3425, loss: 2.3249, grad_norm: 11.5619 2021-07-09 13:28:37,141 - mmaction - INFO - Epoch [140][300/3757] lr: 1.000e-04, eta: 12:15:07, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9839, top1_acc: 0.6945, top5_acc: 0.8562, loss_cls: 1.2925, loss: 2.2764, grad_norm: 11.3521 2021-07-09 13:28:58,172 - mmaction - INFO - Epoch [140][320/3757] lr: 1.000e-04, eta: 12:14:45, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9565, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3167, loss: 2.2731, grad_norm: 11.4180 2021-07-09 13:29:19,801 - mmaction - INFO - Epoch [140][340/3757] lr: 1.000e-04, eta: 12:14:24, time: 1.082, data_time: 0.016, memory: 6921, loss_aux: 0.9230, top1_acc: 0.7063, top5_acc: 0.8586, loss_cls: 1.2636, loss: 2.1867, grad_norm: 11.2868 2021-07-09 13:29:40,814 - mmaction - INFO - Epoch [140][360/3757] lr: 1.000e-04, eta: 12:14:02, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9687, top1_acc: 0.6742, top5_acc: 0.8523, loss_cls: 1.3689, loss: 2.3376, grad_norm: 11.6136 2021-07-09 13:30:01,878 - mmaction - INFO - Epoch [140][380/3757] lr: 1.000e-04, eta: 12:13:41, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9659, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.2889, loss: 2.2548, grad_norm: 11.3007 2021-07-09 13:30:23,150 - mmaction - INFO - Epoch [140][400/3757] lr: 1.000e-04, eta: 12:13:19, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9416, top1_acc: 0.7188, top5_acc: 0.8766, loss_cls: 1.2014, loss: 2.1430, grad_norm: 11.0882 2021-07-09 13:30:44,303 - mmaction - INFO - Epoch [140][420/3757] lr: 1.000e-04, eta: 12:12:58, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9700, top1_acc: 0.6875, top5_acc: 0.8531, loss_cls: 1.2930, loss: 2.2630, grad_norm: 11.5311 2021-07-09 13:31:06,083 - mmaction - INFO - Epoch [140][440/3757] lr: 1.000e-04, eta: 12:12:36, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9045, top1_acc: 0.7219, top5_acc: 0.8711, loss_cls: 1.1730, loss: 2.0775, grad_norm: 11.1658 2021-07-09 13:31:27,043 - mmaction - INFO - Epoch [140][460/3757] lr: 1.000e-04, eta: 12:12:15, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2714, loss: 2.2271, grad_norm: 11.6789 2021-07-09 13:31:47,910 - mmaction - INFO - Epoch [140][480/3757] lr: 1.000e-04, eta: 12:11:53, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 0.9359, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2975, loss: 2.2334, grad_norm: 11.3084 2021-07-09 13:32:09,109 - mmaction - INFO - Epoch [140][500/3757] lr: 1.000e-04, eta: 12:11:32, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9220, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.2384, loss: 2.1604, grad_norm: 11.5118 2021-07-09 13:32:30,291 - mmaction - INFO - Epoch [140][520/3757] lr: 1.000e-04, eta: 12:11:10, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9483, top1_acc: 0.7063, top5_acc: 0.8648, loss_cls: 1.2520, loss: 2.2003, grad_norm: 10.9275 2021-07-09 13:32:51,567 - mmaction - INFO - Epoch [140][540/3757] lr: 1.000e-04, eta: 12:10:49, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9157, top1_acc: 0.6930, top5_acc: 0.8594, loss_cls: 1.2608, loss: 2.1765, grad_norm: 11.2316 2021-07-09 13:33:12,733 - mmaction - INFO - Epoch [140][560/3757] lr: 1.000e-04, eta: 12:10:27, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9180, top1_acc: 0.7086, top5_acc: 0.8617, loss_cls: 1.2421, loss: 2.1601, grad_norm: 11.0010 2021-07-09 13:33:33,718 - mmaction - INFO - Epoch [140][580/3757] lr: 1.000e-04, eta: 12:10:05, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9554, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2377, loss: 2.1931, grad_norm: 11.4415 2021-07-09 13:33:54,871 - mmaction - INFO - Epoch [140][600/3757] lr: 1.000e-04, eta: 12:09:44, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9973, top1_acc: 0.6648, top5_acc: 0.8438, loss_cls: 1.3727, loss: 2.3700, grad_norm: 11.6354 2021-07-09 13:34:16,016 - mmaction - INFO - Epoch [140][620/3757] lr: 1.000e-04, eta: 12:09:22, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9542, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2763, loss: 2.2305, grad_norm: 11.2835 2021-07-09 13:34:37,919 - mmaction - INFO - Epoch [140][640/3757] lr: 1.000e-04, eta: 12:09:01, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 0.9996, top1_acc: 0.6766, top5_acc: 0.8453, loss_cls: 1.3882, loss: 2.3878, grad_norm: 11.4560 2021-07-09 13:34:58,958 - mmaction - INFO - Epoch [140][660/3757] lr: 1.000e-04, eta: 12:08:39, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9334, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2368, loss: 2.1702, grad_norm: 11.4351 2021-07-09 13:35:20,366 - mmaction - INFO - Epoch [140][680/3757] lr: 1.000e-04, eta: 12:08:18, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 0.9364, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.2320, loss: 2.1684, grad_norm: 10.9919 2021-07-09 13:35:41,351 - mmaction - INFO - Epoch [140][700/3757] lr: 1.000e-04, eta: 12:07:56, time: 1.047, data_time: 0.001, memory: 6921, loss_aux: 0.8927, top1_acc: 0.7242, top5_acc: 0.8805, loss_cls: 1.1379, loss: 2.0306, grad_norm: 10.7197 2021-07-09 13:36:02,610 - mmaction - INFO - Epoch [140][720/3757] lr: 1.000e-04, eta: 12:07:35, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9025, top1_acc: 0.7188, top5_acc: 0.8742, loss_cls: 1.1796, loss: 2.0821, grad_norm: 10.7371 2021-07-09 13:36:23,661 - mmaction - INFO - Epoch [140][740/3757] lr: 1.000e-04, eta: 12:07:13, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.8865, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2054, loss: 2.0919, grad_norm: 10.8850 2021-07-09 13:36:44,619 - mmaction - INFO - Epoch [140][760/3757] lr: 1.000e-04, eta: 12:06:52, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9385, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2626, loss: 2.2011, grad_norm: 11.4195 2021-07-09 13:37:05,816 - mmaction - INFO - Epoch [140][780/3757] lr: 1.000e-04, eta: 12:06:30, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 0.9371, top1_acc: 0.6930, top5_acc: 0.8508, loss_cls: 1.3024, loss: 2.2396, grad_norm: 11.4470 2021-07-09 13:37:26,884 - mmaction - INFO - Epoch [140][800/3757] lr: 1.000e-04, eta: 12:06:09, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9287, top1_acc: 0.7063, top5_acc: 0.8672, loss_cls: 1.1931, loss: 2.1218, grad_norm: 11.2469 2021-07-09 13:37:48,049 - mmaction - INFO - Epoch [140][820/3757] lr: 1.000e-04, eta: 12:05:47, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9428, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2708, loss: 2.2137, grad_norm: 11.1868 2021-07-09 13:38:09,328 - mmaction - INFO - Epoch [140][840/3757] lr: 1.000e-04, eta: 12:05:26, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9548, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.2838, loss: 2.2386, grad_norm: 11.6054 2021-07-09 13:38:30,597 - mmaction - INFO - Epoch [140][860/3757] lr: 1.000e-04, eta: 12:05:04, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9959, top1_acc: 0.6727, top5_acc: 0.8594, loss_cls: 1.3699, loss: 2.3658, grad_norm: 11.7166 2021-07-09 13:38:51,756 - mmaction - INFO - Epoch [140][880/3757] lr: 1.000e-04, eta: 12:04:43, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9798, top1_acc: 0.6883, top5_acc: 0.8625, loss_cls: 1.3135, loss: 2.2933, grad_norm: 11.5783 2021-07-09 13:39:12,894 - mmaction - INFO - Epoch [140][900/3757] lr: 1.000e-04, eta: 12:04:21, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9449, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3188, loss: 2.2637, grad_norm: 11.5647 2021-07-09 13:39:34,416 - mmaction - INFO - Epoch [140][920/3757] lr: 1.000e-04, eta: 12:04:00, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9088, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2170, loss: 2.1258, grad_norm: 11.2554 2021-07-09 13:39:55,864 - mmaction - INFO - Epoch [140][940/3757] lr: 1.000e-04, eta: 12:03:38, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9799, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2688, loss: 2.2487, grad_norm: 11.4085 2021-07-09 13:40:18,155 - mmaction - INFO - Epoch [140][960/3757] lr: 1.000e-04, eta: 12:03:17, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 0.9258, top1_acc: 0.7102, top5_acc: 0.8680, loss_cls: 1.2377, loss: 2.1634, grad_norm: 10.9901 2021-07-09 13:40:39,129 - mmaction - INFO - Epoch [140][980/3757] lr: 1.000e-04, eta: 12:02:55, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9324, top1_acc: 0.7109, top5_acc: 0.8531, loss_cls: 1.2405, loss: 2.1729, grad_norm: 11.4327 2021-07-09 13:41:00,292 - mmaction - INFO - Epoch [140][1000/3757] lr: 1.000e-04, eta: 12:02:34, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9182, top1_acc: 0.7133, top5_acc: 0.8578, loss_cls: 1.2300, loss: 2.1482, grad_norm: 11.1408 2021-07-09 13:41:21,496 - mmaction - INFO - Epoch [140][1020/3757] lr: 1.000e-04, eta: 12:02:12, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9461, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2967, loss: 2.2429, grad_norm: 11.4113 2021-07-09 13:41:42,691 - mmaction - INFO - Epoch [140][1040/3757] lr: 1.000e-04, eta: 12:01:51, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9951, top1_acc: 0.6719, top5_acc: 0.8492, loss_cls: 1.3822, loss: 2.3772, grad_norm: 11.7712 2021-07-09 13:42:03,644 - mmaction - INFO - Epoch [140][1060/3757] lr: 1.000e-04, eta: 12:01:29, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9390, top1_acc: 0.6930, top5_acc: 0.8484, loss_cls: 1.2733, loss: 2.2123, grad_norm: 11.3867 2021-07-09 13:42:24,699 - mmaction - INFO - Epoch [140][1080/3757] lr: 1.000e-04, eta: 12:01:07, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.8996, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2520, loss: 2.1516, grad_norm: 11.2646 2021-07-09 13:42:45,657 - mmaction - INFO - Epoch [140][1100/3757] lr: 1.000e-04, eta: 12:00:46, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9420, top1_acc: 0.7164, top5_acc: 0.8742, loss_cls: 1.2263, loss: 2.1683, grad_norm: 11.6158 2021-07-09 13:43:06,740 - mmaction - INFO - Epoch [140][1120/3757] lr: 1.000e-04, eta: 12:00:24, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9707, top1_acc: 0.6758, top5_acc: 0.8562, loss_cls: 1.3317, loss: 2.3024, grad_norm: 11.8350 2021-07-09 13:43:27,608 - mmaction - INFO - Epoch [140][1140/3757] lr: 1.000e-04, eta: 12:00:03, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 0.9382, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.2875, loss: 2.2258, grad_norm: 11.6277 2021-07-09 13:43:48,950 - mmaction - INFO - Epoch [140][1160/3757] lr: 1.000e-04, eta: 11:59:41, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9113, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.2483, loss: 2.1596, grad_norm: 11.1450 2021-07-09 13:44:10,785 - mmaction - INFO - Epoch [140][1180/3757] lr: 1.000e-04, eta: 11:59:20, time: 1.089, data_time: 0.036, memory: 6921, loss_aux: 0.9381, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2504, loss: 2.1885, grad_norm: 11.1450 2021-07-09 13:44:32,057 - mmaction - INFO - Epoch [140][1200/3757] lr: 1.000e-04, eta: 11:58:58, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 0.9595, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3194, loss: 2.2789, grad_norm: 11.7055 2021-07-09 13:44:53,471 - mmaction - INFO - Epoch [140][1220/3757] lr: 1.000e-04, eta: 11:58:37, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 0.9464, top1_acc: 0.6883, top5_acc: 0.8703, loss_cls: 1.2512, loss: 2.1976, grad_norm: 11.3202 2021-07-09 13:45:15,387 - mmaction - INFO - Epoch [140][1240/3757] lr: 1.000e-04, eta: 11:58:15, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 0.9476, top1_acc: 0.7000, top5_acc: 0.8586, loss_cls: 1.2989, loss: 2.2465, grad_norm: 11.3233 2021-07-09 13:45:36,723 - mmaction - INFO - Epoch [140][1260/3757] lr: 1.000e-04, eta: 11:57:54, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9032, top1_acc: 0.7156, top5_acc: 0.8719, loss_cls: 1.1963, loss: 2.0996, grad_norm: 11.1786 2021-07-09 13:45:57,863 - mmaction - INFO - Epoch [140][1280/3757] lr: 1.000e-04, eta: 11:57:32, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9571, top1_acc: 0.6992, top5_acc: 0.8586, loss_cls: 1.3080, loss: 2.2651, grad_norm: 11.5664 2021-07-09 13:46:18,906 - mmaction - INFO - Epoch [140][1300/3757] lr: 1.000e-04, eta: 11:57:11, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9689, top1_acc: 0.6977, top5_acc: 0.8508, loss_cls: 1.3017, loss: 2.2706, grad_norm: 11.6550 2021-07-09 13:46:40,281 - mmaction - INFO - Epoch [140][1320/3757] lr: 1.000e-04, eta: 11:56:49, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9993, top1_acc: 0.6656, top5_acc: 0.8406, loss_cls: 1.3897, loss: 2.3890, grad_norm: 11.7087 2021-07-09 13:47:01,864 - mmaction - INFO - Epoch [140][1340/3757] lr: 1.000e-04, eta: 11:56:28, time: 1.078, data_time: 0.006, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.3313, loss: 2.2910, grad_norm: 11.3338 2021-07-09 13:47:22,897 - mmaction - INFO - Epoch [140][1360/3757] lr: 1.000e-04, eta: 11:56:06, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9610, top1_acc: 0.6930, top5_acc: 0.8789, loss_cls: 1.2694, loss: 2.2304, grad_norm: 11.5446 2021-07-09 13:47:44,037 - mmaction - INFO - Epoch [140][1380/3757] lr: 1.000e-04, eta: 11:55:45, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9978, top1_acc: 0.6781, top5_acc: 0.8539, loss_cls: 1.3400, loss: 2.3378, grad_norm: 11.5183 2021-07-09 13:48:05,307 - mmaction - INFO - Epoch [140][1400/3757] lr: 1.000e-04, eta: 11:55:23, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9672, top1_acc: 0.7242, top5_acc: 0.8664, loss_cls: 1.2570, loss: 2.2242, grad_norm: 11.4259 2021-07-09 13:48:26,428 - mmaction - INFO - Epoch [140][1420/3757] lr: 1.000e-04, eta: 11:55:02, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.8820, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2094, loss: 2.0913, grad_norm: 10.7737 2021-07-09 13:48:47,672 - mmaction - INFO - Epoch [140][1440/3757] lr: 1.000e-04, eta: 11:54:40, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9905, top1_acc: 0.6781, top5_acc: 0.8375, loss_cls: 1.3580, loss: 2.3486, grad_norm: 11.6418 2021-07-09 13:49:08,889 - mmaction - INFO - Epoch [140][1460/3757] lr: 1.000e-04, eta: 11:54:19, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9477, top1_acc: 0.7000, top5_acc: 0.8555, loss_cls: 1.3123, loss: 2.2600, grad_norm: 11.2877 2021-07-09 13:49:29,800 - mmaction - INFO - Epoch [140][1480/3757] lr: 1.000e-04, eta: 11:53:57, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9271, top1_acc: 0.7086, top5_acc: 0.8641, loss_cls: 1.2493, loss: 2.1764, grad_norm: 10.9803 2021-07-09 13:49:50,837 - mmaction - INFO - Epoch [140][1500/3757] lr: 1.000e-04, eta: 11:53:36, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9424, top1_acc: 0.7000, top5_acc: 0.8586, loss_cls: 1.2731, loss: 2.2155, grad_norm: 11.2082 2021-07-09 13:50:11,951 - mmaction - INFO - Epoch [140][1520/3757] lr: 1.000e-04, eta: 11:53:14, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9301, top1_acc: 0.7047, top5_acc: 0.8625, loss_cls: 1.2479, loss: 2.1780, grad_norm: 10.8634 2021-07-09 13:50:33,754 - mmaction - INFO - Epoch [140][1540/3757] lr: 1.000e-04, eta: 11:52:53, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.8955, top1_acc: 0.7070, top5_acc: 0.8734, loss_cls: 1.2125, loss: 2.1081, grad_norm: 11.1410 2021-07-09 13:50:55,016 - mmaction - INFO - Epoch [140][1560/3757] lr: 1.000e-04, eta: 11:52:31, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6648, top5_acc: 0.8500, loss_cls: 1.3645, loss: 2.3508, grad_norm: 11.6690 2021-07-09 13:51:16,768 - mmaction - INFO - Epoch [140][1580/3757] lr: 1.000e-04, eta: 11:52:10, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9219, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2110, loss: 2.1329, grad_norm: 11.3088 2021-07-09 13:51:38,462 - mmaction - INFO - Epoch [140][1600/3757] lr: 1.000e-04, eta: 11:51:48, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 0.9739, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.3332, loss: 2.3071, grad_norm: 11.6432 2021-07-09 13:51:59,443 - mmaction - INFO - Epoch [140][1620/3757] lr: 1.000e-04, eta: 11:51:26, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9641, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.2961, loss: 2.2602, grad_norm: 11.2773 2021-07-09 13:52:20,296 - mmaction - INFO - Epoch [140][1640/3757] lr: 1.000e-04, eta: 11:51:05, time: 1.043, data_time: 0.005, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6883, top5_acc: 0.8586, loss_cls: 1.2796, loss: 2.2447, grad_norm: 11.4892 2021-07-09 13:52:41,820 - mmaction - INFO - Epoch [140][1660/3757] lr: 1.000e-04, eta: 11:50:43, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9572, top1_acc: 0.7148, top5_acc: 0.8547, loss_cls: 1.2387, loss: 2.1959, grad_norm: 11.1809 2021-07-09 13:53:02,894 - mmaction - INFO - Epoch [140][1680/3757] lr: 1.000e-04, eta: 11:50:22, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9855, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3571, loss: 2.3426, grad_norm: 11.8405 2021-07-09 13:53:23,975 - mmaction - INFO - Epoch [140][1700/3757] lr: 1.000e-04, eta: 11:50:00, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9337, top1_acc: 0.6914, top5_acc: 0.8766, loss_cls: 1.2248, loss: 2.1585, grad_norm: 11.2292 2021-07-09 13:53:45,113 - mmaction - INFO - Epoch [140][1720/3757] lr: 1.000e-04, eta: 11:49:39, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9536, top1_acc: 0.7063, top5_acc: 0.8602, loss_cls: 1.2679, loss: 2.2215, grad_norm: 11.0505 2021-07-09 13:54:06,103 - mmaction - INFO - Epoch [140][1740/3757] lr: 1.000e-04, eta: 11:49:17, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.8860, top1_acc: 0.6930, top5_acc: 0.8867, loss_cls: 1.1786, loss: 2.0646, grad_norm: 11.0472 2021-07-09 13:54:27,320 - mmaction - INFO - Epoch [140][1760/3757] lr: 1.000e-04, eta: 11:48:56, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9970, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3534, loss: 2.3504, grad_norm: 12.0681 2021-07-09 13:54:48,589 - mmaction - INFO - Epoch [140][1780/3757] lr: 1.000e-04, eta: 11:48:34, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9485, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2730, loss: 2.2215, grad_norm: 11.6780 2021-07-09 13:55:09,650 - mmaction - INFO - Epoch [140][1800/3757] lr: 1.000e-04, eta: 11:48:13, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 0.9849, top1_acc: 0.6758, top5_acc: 0.8492, loss_cls: 1.3427, loss: 2.3276, grad_norm: 11.2128 2021-07-09 13:55:31,004 - mmaction - INFO - Epoch [140][1820/3757] lr: 1.000e-04, eta: 11:47:51, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 0.9636, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2698, loss: 2.2334, grad_norm: 11.3524 2021-07-09 13:55:52,693 - mmaction - INFO - Epoch [140][1840/3757] lr: 1.000e-04, eta: 11:47:30, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 0.9250, top1_acc: 0.7117, top5_acc: 0.8875, loss_cls: 1.1883, loss: 2.1132, grad_norm: 11.3373 2021-07-09 13:56:13,584 - mmaction - INFO - Epoch [140][1860/3757] lr: 1.000e-04, eta: 11:47:08, time: 1.044, data_time: 0.001, memory: 6921, loss_aux: 0.9408, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2756, loss: 2.2165, grad_norm: 11.2937 2021-07-09 13:56:35,078 - mmaction - INFO - Epoch [140][1880/3757] lr: 1.000e-04, eta: 11:46:47, time: 1.074, data_time: 0.002, memory: 6921, loss_aux: 0.9381, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.2221, loss: 2.1602, grad_norm: 11.5846 2021-07-09 13:56:56,115 - mmaction - INFO - Epoch [140][1900/3757] lr: 1.000e-04, eta: 11:46:25, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9188, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2037, loss: 2.1225, grad_norm: 11.1625 2021-07-09 13:57:17,142 - mmaction - INFO - Epoch [140][1920/3757] lr: 1.000e-04, eta: 11:46:04, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9800, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.3183, loss: 2.2983, grad_norm: 11.7372 2021-07-09 13:57:38,341 - mmaction - INFO - Epoch [140][1940/3757] lr: 1.000e-04, eta: 11:45:42, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9535, top1_acc: 0.6891, top5_acc: 0.8734, loss_cls: 1.2738, loss: 2.2273, grad_norm: 11.2880 2021-07-09 13:57:59,511 - mmaction - INFO - Epoch [140][1960/3757] lr: 1.000e-04, eta: 11:45:21, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9199, top1_acc: 0.7133, top5_acc: 0.8711, loss_cls: 1.1949, loss: 2.1149, grad_norm: 10.9779 2021-07-09 13:58:20,591 - mmaction - INFO - Epoch [140][1980/3757] lr: 1.000e-04, eta: 11:44:59, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9527, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.2821, loss: 2.2348, grad_norm: 11.3926 2021-07-09 13:58:42,198 - mmaction - INFO - Epoch [140][2000/3757] lr: 1.000e-04, eta: 11:44:38, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6766, top5_acc: 0.8422, loss_cls: 1.3904, loss: 2.3898, grad_norm: 11.9828 2021-07-09 13:59:03,568 - mmaction - INFO - Epoch [140][2020/3757] lr: 1.000e-04, eta: 11:44:16, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6672, top5_acc: 0.8328, loss_cls: 1.4160, loss: 2.4259, grad_norm: 11.6530 2021-07-09 13:59:24,973 - mmaction - INFO - Epoch [140][2040/3757] lr: 1.000e-04, eta: 11:43:55, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 0.9493, top1_acc: 0.7016, top5_acc: 0.8570, loss_cls: 1.2804, loss: 2.2297, grad_norm: 11.4324 2021-07-09 13:59:46,312 - mmaction - INFO - Epoch [140][2060/3757] lr: 1.000e-04, eta: 11:43:33, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9264, top1_acc: 0.7023, top5_acc: 0.8641, loss_cls: 1.2508, loss: 2.1772, grad_norm: 11.4661 2021-07-09 14:00:07,297 - mmaction - INFO - Epoch [140][2080/3757] lr: 1.000e-04, eta: 11:43:11, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9433, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.2307, loss: 2.1740, grad_norm: 11.0694 2021-07-09 14:00:28,507 - mmaction - INFO - Epoch [140][2100/3757] lr: 1.000e-04, eta: 11:42:50, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 1.0145, top1_acc: 0.6516, top5_acc: 0.8359, loss_cls: 1.4365, loss: 2.4510, grad_norm: 11.8784 2021-07-09 14:00:49,559 - mmaction - INFO - Epoch [140][2120/3757] lr: 1.000e-04, eta: 11:42:28, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9497, top1_acc: 0.6875, top5_acc: 0.8578, loss_cls: 1.3127, loss: 2.2624, grad_norm: 11.3913 2021-07-09 14:01:10,672 - mmaction - INFO - Epoch [140][2140/3757] lr: 1.000e-04, eta: 11:42:07, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9633, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2999, loss: 2.2632, grad_norm: 11.6417 2021-07-09 14:01:31,843 - mmaction - INFO - Epoch [140][2160/3757] lr: 1.000e-04, eta: 11:41:45, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9346, top1_acc: 0.7047, top5_acc: 0.8703, loss_cls: 1.2420, loss: 2.1766, grad_norm: 11.5850 2021-07-09 14:01:53,045 - mmaction - INFO - Epoch [140][2180/3757] lr: 1.000e-04, eta: 11:41:24, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9142, top1_acc: 0.7023, top5_acc: 0.8648, loss_cls: 1.2340, loss: 2.1482, grad_norm: 11.2118 2021-07-09 14:02:14,916 - mmaction - INFO - Epoch [140][2200/3757] lr: 1.000e-04, eta: 11:41:02, time: 1.096, data_time: 0.006, memory: 6921, loss_aux: 0.9643, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.2762, loss: 2.2406, grad_norm: 11.4756 2021-07-09 14:02:35,982 - mmaction - INFO - Epoch [140][2220/3757] lr: 1.000e-04, eta: 11:40:41, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6922, top5_acc: 0.8562, loss_cls: 1.2804, loss: 2.2557, grad_norm: 11.1932 2021-07-09 14:02:57,582 - mmaction - INFO - Epoch [140][2240/3757] lr: 1.000e-04, eta: 11:40:19, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 0.9597, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.3055, loss: 2.2652, grad_norm: 11.4173 2021-07-09 14:03:18,789 - mmaction - INFO - Epoch [140][2260/3757] lr: 1.000e-04, eta: 11:39:58, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9289, top1_acc: 0.7164, top5_acc: 0.8727, loss_cls: 1.2494, loss: 2.1783, grad_norm: 11.2000 2021-07-09 14:03:39,978 - mmaction - INFO - Epoch [140][2280/3757] lr: 1.000e-04, eta: 11:39:36, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9720, top1_acc: 0.6742, top5_acc: 0.8641, loss_cls: 1.3064, loss: 2.2784, grad_norm: 11.8346 2021-07-09 14:04:01,012 - mmaction - INFO - Epoch [140][2300/3757] lr: 1.000e-04, eta: 11:39:15, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9727, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3267, loss: 2.2994, grad_norm: 11.3966 2021-07-09 14:04:22,172 - mmaction - INFO - Epoch [140][2320/3757] lr: 1.000e-04, eta: 11:38:53, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9485, top1_acc: 0.6898, top5_acc: 0.8461, loss_cls: 1.3332, loss: 2.2817, grad_norm: 11.4645 2021-07-09 14:04:43,193 - mmaction - INFO - Epoch [140][2340/3757] lr: 1.000e-04, eta: 11:38:32, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9750, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3073, loss: 2.2823, grad_norm: 11.7781 2021-07-09 14:05:04,101 - mmaction - INFO - Epoch [140][2360/3757] lr: 1.000e-04, eta: 11:38:10, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.8973, top1_acc: 0.7086, top5_acc: 0.8648, loss_cls: 1.2115, loss: 2.1089, grad_norm: 10.8436 2021-07-09 14:05:26,162 - mmaction - INFO - Epoch [140][2380/3757] lr: 1.000e-04, eta: 11:37:49, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 0.8934, top1_acc: 0.7133, top5_acc: 0.8695, loss_cls: 1.1702, loss: 2.0636, grad_norm: 11.1158 2021-07-09 14:05:47,356 - mmaction - INFO - Epoch [140][2400/3757] lr: 1.000e-04, eta: 11:37:27, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9450, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2642, loss: 2.2091, grad_norm: 11.0525 2021-07-09 14:06:08,339 - mmaction - INFO - Epoch [140][2420/3757] lr: 1.000e-04, eta: 11:37:06, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9315, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2181, loss: 2.1496, grad_norm: 11.0569 2021-07-09 14:06:29,436 - mmaction - INFO - Epoch [140][2440/3757] lr: 1.000e-04, eta: 11:36:44, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9316, top1_acc: 0.6953, top5_acc: 0.8688, loss_cls: 1.2348, loss: 2.1664, grad_norm: 11.2583 2021-07-09 14:06:50,560 - mmaction - INFO - Epoch [140][2460/3757] lr: 1.000e-04, eta: 11:36:23, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9245, top1_acc: 0.7039, top5_acc: 0.8609, loss_cls: 1.2582, loss: 2.1826, grad_norm: 11.2275 2021-07-09 14:07:12,401 - mmaction - INFO - Epoch [140][2480/3757] lr: 1.000e-04, eta: 11:36:01, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 0.9410, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2607, loss: 2.2017, grad_norm: 11.4054 2021-07-09 14:07:34,109 - mmaction - INFO - Epoch [140][2500/3757] lr: 1.000e-04, eta: 11:35:40, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9578, top1_acc: 0.6766, top5_acc: 0.8445, loss_cls: 1.3611, loss: 2.3188, grad_norm: 11.5517 2021-07-09 14:07:55,160 - mmaction - INFO - Epoch [140][2520/3757] lr: 1.000e-04, eta: 11:35:18, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.2926, loss: 2.2598, grad_norm: 11.5617 2021-07-09 14:08:16,269 - mmaction - INFO - Epoch [140][2540/3757] lr: 1.000e-04, eta: 11:34:57, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9351, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.2544, loss: 2.1895, grad_norm: 11.5836 2021-07-09 14:08:37,464 - mmaction - INFO - Epoch [140][2560/3757] lr: 1.000e-04, eta: 11:34:35, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9542, top1_acc: 0.6766, top5_acc: 0.8492, loss_cls: 1.3228, loss: 2.2770, grad_norm: 11.6678 2021-07-09 14:08:58,443 - mmaction - INFO - Epoch [140][2580/3757] lr: 1.000e-04, eta: 11:34:13, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 1.0079, top1_acc: 0.6633, top5_acc: 0.8305, loss_cls: 1.4517, loss: 2.4597, grad_norm: 11.9686 2021-07-09 14:09:19,656 - mmaction - INFO - Epoch [140][2600/3757] lr: 1.000e-04, eta: 11:33:52, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9308, top1_acc: 0.6875, top5_acc: 0.8766, loss_cls: 1.2706, loss: 2.2014, grad_norm: 11.3719 2021-07-09 14:09:40,657 - mmaction - INFO - Epoch [140][2620/3757] lr: 1.000e-04, eta: 11:33:30, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9039, top1_acc: 0.6992, top5_acc: 0.8836, loss_cls: 1.2056, loss: 2.1095, grad_norm: 11.0931 2021-07-09 14:10:01,764 - mmaction - INFO - Epoch [140][2640/3757] lr: 1.000e-04, eta: 11:33:09, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9539, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2992, loss: 2.2530, grad_norm: 11.4044 2021-07-09 14:10:23,170 - mmaction - INFO - Epoch [140][2660/3757] lr: 1.000e-04, eta: 11:32:47, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9573, top1_acc: 0.6906, top5_acc: 0.8703, loss_cls: 1.2835, loss: 2.2407, grad_norm: 11.5778 2021-07-09 14:10:44,288 - mmaction - INFO - Epoch [140][2680/3757] lr: 1.000e-04, eta: 11:32:26, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9511, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2864, loss: 2.2375, grad_norm: 11.6424 2021-07-09 14:11:05,435 - mmaction - INFO - Epoch [140][2700/3757] lr: 1.000e-04, eta: 11:32:04, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9545, top1_acc: 0.7055, top5_acc: 0.8664, loss_cls: 1.2580, loss: 2.2125, grad_norm: 11.5605 2021-07-09 14:11:26,563 - mmaction - INFO - Epoch [140][2720/3757] lr: 1.000e-04, eta: 11:31:43, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 1.0193, top1_acc: 0.6570, top5_acc: 0.8430, loss_cls: 1.4437, loss: 2.4630, grad_norm: 11.9299 2021-07-09 14:11:47,908 - mmaction - INFO - Epoch [140][2740/3757] lr: 1.000e-04, eta: 11:31:21, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9196, top1_acc: 0.7219, top5_acc: 0.8781, loss_cls: 1.2068, loss: 2.1264, grad_norm: 11.3044 2021-07-09 14:12:09,240 - mmaction - INFO - Epoch [140][2760/3757] lr: 1.000e-04, eta: 11:31:00, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9442, top1_acc: 0.7094, top5_acc: 0.8648, loss_cls: 1.2534, loss: 2.1976, grad_norm: 11.2666 2021-07-09 14:12:30,339 - mmaction - INFO - Epoch [140][2780/3757] lr: 1.000e-04, eta: 11:30:38, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9401, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2565, loss: 2.1965, grad_norm: 11.1989 2021-07-09 14:12:51,773 - mmaction - INFO - Epoch [140][2800/3757] lr: 1.000e-04, eta: 11:30:17, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9400, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2649, loss: 2.2049, grad_norm: 11.2725 2021-07-09 14:13:12,911 - mmaction - INFO - Epoch [140][2820/3757] lr: 1.000e-04, eta: 11:29:55, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9526, top1_acc: 0.6867, top5_acc: 0.8711, loss_cls: 1.3048, loss: 2.2575, grad_norm: 11.6577 2021-07-09 14:13:35,116 - mmaction - INFO - Epoch [140][2840/3757] lr: 1.000e-04, eta: 11:29:34, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 0.9265, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.2632, loss: 2.1897, grad_norm: 11.1793 2021-07-09 14:13:56,845 - mmaction - INFO - Epoch [140][2860/3757] lr: 1.000e-04, eta: 11:29:12, time: 1.086, data_time: 0.004, memory: 6921, loss_aux: 0.9391, top1_acc: 0.6953, top5_acc: 0.8570, loss_cls: 1.2661, loss: 2.2053, grad_norm: 11.3534 2021-07-09 14:14:17,875 - mmaction - INFO - Epoch [140][2880/3757] lr: 1.000e-04, eta: 11:28:51, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 0.9614, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2505, loss: 2.2120, grad_norm: 11.4087 2021-07-09 14:14:38,937 - mmaction - INFO - Epoch [140][2900/3757] lr: 1.000e-04, eta: 11:28:29, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9510, top1_acc: 0.6945, top5_acc: 0.8594, loss_cls: 1.2708, loss: 2.2218, grad_norm: 11.5075 2021-07-09 14:14:59,921 - mmaction - INFO - Epoch [140][2920/3757] lr: 1.000e-04, eta: 11:28:08, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 0.9570, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3008, loss: 2.2578, grad_norm: 11.4416 2021-07-09 14:15:21,703 - mmaction - INFO - Epoch [140][2940/3757] lr: 1.000e-04, eta: 11:27:46, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 0.9439, top1_acc: 0.6992, top5_acc: 0.8680, loss_cls: 1.2500, loss: 2.1939, grad_norm: 11.5465 2021-07-09 14:15:42,716 - mmaction - INFO - Epoch [140][2960/3757] lr: 1.000e-04, eta: 11:27:25, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9293, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2091, loss: 2.1384, grad_norm: 11.1810 2021-07-09 14:16:03,796 - mmaction - INFO - Epoch [140][2980/3757] lr: 1.000e-04, eta: 11:27:03, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9432, top1_acc: 0.6977, top5_acc: 0.8570, loss_cls: 1.2949, loss: 2.2381, grad_norm: 11.2784 2021-07-09 14:16:25,108 - mmaction - INFO - Epoch [140][3000/3757] lr: 1.000e-04, eta: 11:26:42, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9261, top1_acc: 0.7156, top5_acc: 0.8805, loss_cls: 1.1996, loss: 2.1257, grad_norm: 11.1699 2021-07-09 14:16:46,372 - mmaction - INFO - Epoch [140][3020/3757] lr: 1.000e-04, eta: 11:26:20, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9299, top1_acc: 0.7078, top5_acc: 0.8641, loss_cls: 1.2177, loss: 2.1476, grad_norm: 11.5387 2021-07-09 14:17:07,591 - mmaction - INFO - Epoch [140][3040/3757] lr: 1.000e-04, eta: 11:25:59, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9190, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.2812, loss: 2.2002, grad_norm: 11.2703 2021-07-09 14:17:28,876 - mmaction - INFO - Epoch [140][3060/3757] lr: 1.000e-04, eta: 11:25:37, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6773, top5_acc: 0.8438, loss_cls: 1.3558, loss: 2.3511, grad_norm: 11.8030 2021-07-09 14:17:49,881 - mmaction - INFO - Epoch [140][3080/3757] lr: 1.000e-04, eta: 11:25:16, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9528, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3309, loss: 2.2837, grad_norm: 11.6678 2021-07-09 14:18:11,124 - mmaction - INFO - Epoch [140][3100/3757] lr: 1.000e-04, eta: 11:24:54, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9633, top1_acc: 0.6977, top5_acc: 0.8477, loss_cls: 1.3256, loss: 2.2889, grad_norm: 11.6842 2021-07-09 14:18:32,276 - mmaction - INFO - Epoch [140][3120/3757] lr: 1.000e-04, eta: 11:24:32, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6930, top5_acc: 0.8492, loss_cls: 1.3416, loss: 2.3379, grad_norm: 11.7061 2021-07-09 14:18:53,441 - mmaction - INFO - Epoch [140][3140/3757] lr: 1.000e-04, eta: 11:24:11, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9094, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2076, loss: 2.1170, grad_norm: 11.2645 2021-07-09 14:19:14,904 - mmaction - INFO - Epoch [140][3160/3757] lr: 1.000e-04, eta: 11:23:49, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 0.9306, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2423, loss: 2.1729, grad_norm: 11.3832 2021-07-09 14:19:36,003 - mmaction - INFO - Epoch [140][3180/3757] lr: 1.000e-04, eta: 11:23:28, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9475, top1_acc: 0.7031, top5_acc: 0.8547, loss_cls: 1.2776, loss: 2.2251, grad_norm: 11.3846 2021-07-09 14:19:57,929 - mmaction - INFO - Epoch [140][3200/3757] lr: 1.000e-04, eta: 11:23:06, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 0.9318, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2457, loss: 2.1776, grad_norm: 11.4014 2021-07-09 14:20:18,987 - mmaction - INFO - Epoch [140][3220/3757] lr: 1.000e-04, eta: 11:22:45, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9223, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2019, loss: 2.1242, grad_norm: 11.4927 2021-07-09 14:20:40,392 - mmaction - INFO - Epoch [140][3240/3757] lr: 1.000e-04, eta: 11:22:23, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 1.0110, top1_acc: 0.6648, top5_acc: 0.8359, loss_cls: 1.4191, loss: 2.4302, grad_norm: 11.8946 2021-07-09 14:21:02,242 - mmaction - INFO - Epoch [140][3260/3757] lr: 1.000e-04, eta: 11:22:02, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 0.9649, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3315, loss: 2.2964, grad_norm: 12.0884 2021-07-09 14:21:24,360 - mmaction - INFO - Epoch [140][3280/3757] lr: 1.000e-04, eta: 11:21:40, time: 1.107, data_time: 0.004, memory: 6921, loss_aux: 0.9764, top1_acc: 0.6945, top5_acc: 0.8609, loss_cls: 1.3107, loss: 2.2871, grad_norm: 11.5679 2021-07-09 14:21:45,493 - mmaction - INFO - Epoch [140][3300/3757] lr: 1.000e-04, eta: 11:21:19, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9363, top1_acc: 0.6992, top5_acc: 0.8609, loss_cls: 1.2760, loss: 2.2122, grad_norm: 11.1074 2021-07-09 14:22:06,789 - mmaction - INFO - Epoch [140][3320/3757] lr: 1.000e-04, eta: 11:20:57, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9732, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.3392, loss: 2.3124, grad_norm: 11.4457 2021-07-09 14:22:27,951 - mmaction - INFO - Epoch [140][3340/3757] lr: 1.000e-04, eta: 11:20:36, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9775, top1_acc: 0.6781, top5_acc: 0.8539, loss_cls: 1.3224, loss: 2.2998, grad_norm: 11.4499 2021-07-09 14:22:49,058 - mmaction - INFO - Epoch [140][3360/3757] lr: 1.000e-04, eta: 11:20:14, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9453, top1_acc: 0.6922, top5_acc: 0.8484, loss_cls: 1.3061, loss: 2.2514, grad_norm: 11.5124 2021-07-09 14:23:10,016 - mmaction - INFO - Epoch [140][3380/3757] lr: 1.000e-04, eta: 11:19:53, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9486, top1_acc: 0.6953, top5_acc: 0.8648, loss_cls: 1.3084, loss: 2.2570, grad_norm: 11.6609 2021-07-09 14:23:31,315 - mmaction - INFO - Epoch [140][3400/3757] lr: 1.000e-04, eta: 11:19:31, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9220, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2161, loss: 2.1382, grad_norm: 11.1384 2021-07-09 14:23:53,630 - mmaction - INFO - Epoch [140][3420/3757] lr: 1.000e-04, eta: 11:19:10, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6836, top5_acc: 0.8523, loss_cls: 1.3239, loss: 2.3128, grad_norm: 11.3655 2021-07-09 14:24:14,679 - mmaction - INFO - Epoch [140][3440/3757] lr: 1.000e-04, eta: 11:18:48, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6844, top5_acc: 0.8531, loss_cls: 1.3492, loss: 2.3400, grad_norm: 11.6386 2021-07-09 14:24:35,829 - mmaction - INFO - Epoch [140][3460/3757] lr: 1.000e-04, eta: 11:18:27, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9251, top1_acc: 0.7102, top5_acc: 0.8609, loss_cls: 1.2087, loss: 2.1337, grad_norm: 11.3014 2021-07-09 14:24:57,041 - mmaction - INFO - Epoch [140][3480/3757] lr: 1.000e-04, eta: 11:18:05, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9530, top1_acc: 0.6703, top5_acc: 0.8594, loss_cls: 1.3124, loss: 2.2655, grad_norm: 11.9133 2021-07-09 14:25:18,290 - mmaction - INFO - Epoch [140][3500/3757] lr: 1.000e-04, eta: 11:17:44, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2538, loss: 2.2194, grad_norm: 11.4956 2021-07-09 14:25:39,483 - mmaction - INFO - Epoch [140][3520/3757] lr: 1.000e-04, eta: 11:17:22, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9302, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.2407, loss: 2.1709, grad_norm: 11.4820 2021-07-09 14:26:01,437 - mmaction - INFO - Epoch [140][3540/3757] lr: 1.000e-04, eta: 11:17:01, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 0.8716, top1_acc: 0.7312, top5_acc: 0.8852, loss_cls: 1.1212, loss: 1.9928, grad_norm: 10.6697 2021-07-09 14:26:22,606 - mmaction - INFO - Epoch [140][3560/3757] lr: 1.000e-04, eta: 11:16:39, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9812, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3359, loss: 2.3171, grad_norm: 11.7068 2021-07-09 14:26:43,774 - mmaction - INFO - Epoch [140][3580/3757] lr: 1.000e-04, eta: 11:16:18, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9289, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.2365, loss: 2.1654, grad_norm: 11.1482 2021-07-09 14:27:05,266 - mmaction - INFO - Epoch [140][3600/3757] lr: 1.000e-04, eta: 11:15:56, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 0.9306, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3188, loss: 2.2495, grad_norm: 11.7379 2021-07-09 14:27:26,568 - mmaction - INFO - Epoch [140][3620/3757] lr: 1.000e-04, eta: 11:15:35, time: 1.066, data_time: 0.005, memory: 6921, loss_aux: 0.9551, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2870, loss: 2.2421, grad_norm: 11.2463 2021-07-09 14:27:47,643 - mmaction - INFO - Epoch [140][3640/3757] lr: 1.000e-04, eta: 11:15:13, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9066, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.2625, loss: 2.1691, grad_norm: 11.4506 2021-07-09 14:28:09,162 - mmaction - INFO - Epoch [140][3660/3757] lr: 1.000e-04, eta: 11:14:52, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9344, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2420, loss: 2.1764, grad_norm: 11.3391 2021-07-09 14:28:30,184 - mmaction - INFO - Epoch [140][3680/3757] lr: 1.000e-04, eta: 11:14:30, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9592, top1_acc: 0.6867, top5_acc: 0.8547, loss_cls: 1.3182, loss: 2.2774, grad_norm: 11.5250 2021-07-09 14:28:51,420 - mmaction - INFO - Epoch [140][3700/3757] lr: 1.000e-04, eta: 11:14:09, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9491, top1_acc: 0.7109, top5_acc: 0.8594, loss_cls: 1.2577, loss: 2.2068, grad_norm: 11.0417 2021-07-09 14:29:12,467 - mmaction - INFO - Epoch [140][3720/3757] lr: 1.000e-04, eta: 11:13:47, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9663, top1_acc: 0.6836, top5_acc: 0.8523, loss_cls: 1.3724, loss: 2.3386, grad_norm: 11.5817 2021-07-09 14:29:33,583 - mmaction - INFO - Epoch [140][3740/3757] lr: 1.000e-04, eta: 11:13:26, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6914, top5_acc: 0.8719, loss_cls: 1.2951, loss: 2.2547, grad_norm: 11.2991 2021-07-09 14:29:51,908 - mmaction - INFO - Saving checkpoint at 140 epochs 2021-07-09 14:34:43,269 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 14:34:44,096 - mmaction - INFO - top1_acc 0.7077 top5_acc 0.8885 2021-07-09 14:34:44,096 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 14:34:44,135 - mmaction - INFO - mean_acc 0.7076 2021-07-09 14:34:44,142 - mmaction - INFO - Epoch(val) [140][310] top1_acc: 0.7077, top5_acc: 0.8885, mean_class_accuracy: 0.7076 2021-07-09 14:35:44,889 - mmaction - INFO - Epoch [141][20/3757] lr: 1.000e-04, eta: 11:12:47, time: 3.035, data_time: 1.923, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6594, top5_acc: 0.8484, loss_cls: 1.4158, loss: 2.4167, grad_norm: 11.8691 2021-07-09 14:36:06,587 - mmaction - INFO - Epoch [141][40/3757] lr: 1.000e-04, eta: 11:12:26, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9345, top1_acc: 0.6844, top5_acc: 0.8758, loss_cls: 1.2563, loss: 2.1908, grad_norm: 11.7868 2021-07-09 14:36:27,560 - mmaction - INFO - Epoch [141][60/3757] lr: 1.000e-04, eta: 11:12:04, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9797, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.3713, loss: 2.3509, grad_norm: 11.6533 2021-07-09 14:36:48,538 - mmaction - INFO - Epoch [141][80/3757] lr: 1.000e-04, eta: 11:11:43, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 0.9071, top1_acc: 0.7031, top5_acc: 0.8820, loss_cls: 1.1988, loss: 2.1059, grad_norm: 11.0112 2021-07-09 14:37:09,734 - mmaction - INFO - Epoch [141][100/3757] lr: 1.000e-04, eta: 11:11:21, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9314, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2567, loss: 2.1881, grad_norm: 11.3114 2021-07-09 14:37:30,811 - mmaction - INFO - Epoch [141][120/3757] lr: 1.000e-04, eta: 11:11:00, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6906, top5_acc: 0.8477, loss_cls: 1.3411, loss: 2.3246, grad_norm: 11.7538 2021-07-09 14:37:52,817 - mmaction - INFO - Epoch [141][140/3757] lr: 1.000e-04, eta: 11:10:38, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 0.9305, top1_acc: 0.6945, top5_acc: 0.8781, loss_cls: 1.2435, loss: 2.1739, grad_norm: 11.5666 2021-07-09 14:38:13,941 - mmaction - INFO - Epoch [141][160/3757] lr: 1.000e-04, eta: 11:10:17, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.2775, loss: 2.2547, grad_norm: 11.3958 2021-07-09 14:38:34,973 - mmaction - INFO - Epoch [141][180/3757] lr: 1.000e-04, eta: 11:09:55, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9493, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.2793, loss: 2.2286, grad_norm: 11.5741 2021-07-09 14:38:56,095 - mmaction - INFO - Epoch [141][200/3757] lr: 1.000e-04, eta: 11:09:34, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9337, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.2437, loss: 2.1773, grad_norm: 11.4982 2021-07-09 14:39:17,273 - mmaction - INFO - Epoch [141][220/3757] lr: 1.000e-04, eta: 11:09:12, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9101, top1_acc: 0.7078, top5_acc: 0.8812, loss_cls: 1.1978, loss: 2.1079, grad_norm: 11.5189 2021-07-09 14:39:38,488 - mmaction - INFO - Epoch [141][240/3757] lr: 1.000e-04, eta: 11:08:51, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9241, top1_acc: 0.7008, top5_acc: 0.8656, loss_cls: 1.2377, loss: 2.1618, grad_norm: 11.3381 2021-07-09 14:39:59,554 - mmaction - INFO - Epoch [141][260/3757] lr: 1.000e-04, eta: 11:08:29, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 0.9472, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2553, loss: 2.2025, grad_norm: 11.3703 2021-07-09 14:40:21,033 - mmaction - INFO - Epoch [141][280/3757] lr: 1.000e-04, eta: 11:08:08, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9122, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2221, loss: 2.1343, grad_norm: 11.2745 2021-07-09 14:40:42,043 - mmaction - INFO - Epoch [141][300/3757] lr: 1.000e-04, eta: 11:07:46, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9277, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.2466, loss: 2.1743, grad_norm: 11.1956 2021-07-09 14:41:03,136 - mmaction - INFO - Epoch [141][320/3757] lr: 1.000e-04, eta: 11:07:24, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9827, top1_acc: 0.6789, top5_acc: 0.8531, loss_cls: 1.3460, loss: 2.3286, grad_norm: 11.7753 2021-07-09 14:41:24,307 - mmaction - INFO - Epoch [141][340/3757] lr: 1.000e-04, eta: 11:07:03, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9286, top1_acc: 0.7055, top5_acc: 0.8578, loss_cls: 1.2737, loss: 2.2022, grad_norm: 11.3057 2021-07-09 14:41:45,666 - mmaction - INFO - Epoch [141][360/3757] lr: 1.000e-04, eta: 11:06:41, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6648, top5_acc: 0.8422, loss_cls: 1.4042, loss: 2.3979, grad_norm: 11.9377 2021-07-09 14:42:06,954 - mmaction - INFO - Epoch [141][380/3757] lr: 1.000e-04, eta: 11:06:20, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9026, top1_acc: 0.7023, top5_acc: 0.8617, loss_cls: 1.2666, loss: 2.1692, grad_norm: 11.3718 2021-07-09 14:42:28,089 - mmaction - INFO - Epoch [141][400/3757] lr: 1.000e-04, eta: 11:05:58, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9049, top1_acc: 0.7180, top5_acc: 0.8711, loss_cls: 1.2089, loss: 2.1138, grad_norm: 11.2712 2021-07-09 14:42:49,320 - mmaction - INFO - Epoch [141][420/3757] lr: 1.000e-04, eta: 11:05:37, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9616, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3137, loss: 2.2753, grad_norm: 11.6177 2021-07-09 14:43:10,627 - mmaction - INFO - Epoch [141][440/3757] lr: 1.000e-04, eta: 11:05:15, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6758, top5_acc: 0.8523, loss_cls: 1.3924, loss: 2.3799, grad_norm: 11.6118 2021-07-09 14:43:31,736 - mmaction - INFO - Epoch [141][460/3757] lr: 1.000e-04, eta: 11:04:54, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9129, top1_acc: 0.7156, top5_acc: 0.8742, loss_cls: 1.2123, loss: 2.1252, grad_norm: 11.2645 2021-07-09 14:43:52,886 - mmaction - INFO - Epoch [141][480/3757] lr: 1.000e-04, eta: 11:04:32, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9473, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3224, loss: 2.2697, grad_norm: 11.7453 2021-07-09 14:44:14,214 - mmaction - INFO - Epoch [141][500/3757] lr: 1.000e-04, eta: 11:04:11, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9253, top1_acc: 0.7047, top5_acc: 0.8609, loss_cls: 1.2643, loss: 2.1897, grad_norm: 11.1532 2021-07-09 14:44:35,377 - mmaction - INFO - Epoch [141][520/3757] lr: 1.000e-04, eta: 11:03:49, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9553, top1_acc: 0.7078, top5_acc: 0.8562, loss_cls: 1.2937, loss: 2.2490, grad_norm: 11.5325 2021-07-09 14:44:56,431 - mmaction - INFO - Epoch [141][540/3757] lr: 1.000e-04, eta: 11:03:28, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9269, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2395, loss: 2.1664, grad_norm: 11.3867 2021-07-09 14:45:17,704 - mmaction - INFO - Epoch [141][560/3757] lr: 1.000e-04, eta: 11:03:06, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9531, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.2501, loss: 2.2032, grad_norm: 11.4090 2021-07-09 14:45:38,881 - mmaction - INFO - Epoch [141][580/3757] lr: 1.000e-04, eta: 11:02:45, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9760, top1_acc: 0.6930, top5_acc: 0.8570, loss_cls: 1.2869, loss: 2.2629, grad_norm: 11.5563 2021-07-09 14:46:00,536 - mmaction - INFO - Epoch [141][600/3757] lr: 1.000e-04, eta: 11:02:23, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9842, top1_acc: 0.6906, top5_acc: 0.8570, loss_cls: 1.3148, loss: 2.2990, grad_norm: 11.3874 2021-07-09 14:46:21,721 - mmaction - INFO - Epoch [141][620/3757] lr: 1.000e-04, eta: 11:02:02, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9725, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2855, loss: 2.2580, grad_norm: 11.2725 2021-07-09 14:46:42,563 - mmaction - INFO - Epoch [141][640/3757] lr: 1.000e-04, eta: 11:01:40, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 0.9690, top1_acc: 0.6789, top5_acc: 0.8484, loss_cls: 1.3222, loss: 2.2912, grad_norm: 11.4501 2021-07-09 14:47:03,899 - mmaction - INFO - Epoch [141][660/3757] lr: 1.000e-04, eta: 11:01:19, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9065, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.1941, loss: 2.1006, grad_norm: 10.9706 2021-07-09 14:47:25,088 - mmaction - INFO - Epoch [141][680/3757] lr: 1.000e-04, eta: 11:00:57, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9541, top1_acc: 0.6906, top5_acc: 0.8578, loss_cls: 1.3011, loss: 2.2552, grad_norm: 11.4850 2021-07-09 14:47:46,188 - mmaction - INFO - Epoch [141][700/3757] lr: 1.000e-04, eta: 11:00:36, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9148, top1_acc: 0.7102, top5_acc: 0.8672, loss_cls: 1.2041, loss: 2.1189, grad_norm: 11.2352 2021-07-09 14:48:07,107 - mmaction - INFO - Epoch [141][720/3757] lr: 1.000e-04, eta: 11:00:14, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9741, top1_acc: 0.6977, top5_acc: 0.8617, loss_cls: 1.2741, loss: 2.2482, grad_norm: 11.4550 2021-07-09 14:48:28,399 - mmaction - INFO - Epoch [141][740/3757] lr: 1.000e-04, eta: 10:59:53, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9524, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.3166, loss: 2.2690, grad_norm: 11.5575 2021-07-09 14:48:49,409 - mmaction - INFO - Epoch [141][760/3757] lr: 1.000e-04, eta: 10:59:31, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 0.9980, top1_acc: 0.6813, top5_acc: 0.8445, loss_cls: 1.3647, loss: 2.3627, grad_norm: 11.7177 2021-07-09 14:49:10,411 - mmaction - INFO - Epoch [141][780/3757] lr: 1.000e-04, eta: 10:59:09, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9489, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2426, loss: 2.1914, grad_norm: 11.3261 2021-07-09 14:49:31,707 - mmaction - INFO - Epoch [141][800/3757] lr: 1.000e-04, eta: 10:58:48, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9675, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3148, loss: 2.2823, grad_norm: 11.7926 2021-07-09 14:49:53,074 - mmaction - INFO - Epoch [141][820/3757] lr: 1.000e-04, eta: 10:58:26, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9742, top1_acc: 0.6930, top5_acc: 0.8508, loss_cls: 1.3173, loss: 2.2915, grad_norm: 11.4155 2021-07-09 14:50:14,176 - mmaction - INFO - Epoch [141][840/3757] lr: 1.000e-04, eta: 10:58:05, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9312, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2674, loss: 2.1986, grad_norm: 11.3388 2021-07-09 14:50:35,314 - mmaction - INFO - Epoch [141][860/3757] lr: 1.000e-04, eta: 10:57:43, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.8986, top1_acc: 0.7188, top5_acc: 0.8758, loss_cls: 1.1876, loss: 2.0862, grad_norm: 10.8138 2021-07-09 14:50:56,722 - mmaction - INFO - Epoch [141][880/3757] lr: 1.000e-04, eta: 10:57:22, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9411, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2213, loss: 2.1625, grad_norm: 11.2574 2021-07-09 14:51:17,948 - mmaction - INFO - Epoch [141][900/3757] lr: 1.000e-04, eta: 10:57:00, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9611, top1_acc: 0.7102, top5_acc: 0.8547, loss_cls: 1.2613, loss: 2.2223, grad_norm: 11.2653 2021-07-09 14:51:39,169 - mmaction - INFO - Epoch [141][920/3757] lr: 1.000e-04, eta: 10:56:39, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9286, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2193, loss: 2.1480, grad_norm: 11.5257 2021-07-09 14:52:00,363 - mmaction - INFO - Epoch [141][940/3757] lr: 1.000e-04, eta: 10:56:17, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9196, top1_acc: 0.7219, top5_acc: 0.8734, loss_cls: 1.2121, loss: 2.1317, grad_norm: 11.3680 2021-07-09 14:52:21,566 - mmaction - INFO - Epoch [141][960/3757] lr: 1.000e-04, eta: 10:55:56, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9353, top1_acc: 0.6969, top5_acc: 0.8602, loss_cls: 1.2951, loss: 2.2304, grad_norm: 11.4362 2021-07-09 14:52:43,424 - mmaction - INFO - Epoch [141][980/3757] lr: 1.000e-04, eta: 10:55:34, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 0.9750, top1_acc: 0.6914, top5_acc: 0.8477, loss_cls: 1.3397, loss: 2.3147, grad_norm: 11.4849 2021-07-09 14:53:04,727 - mmaction - INFO - Epoch [141][1000/3757] lr: 1.000e-04, eta: 10:55:13, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9301, top1_acc: 0.6922, top5_acc: 0.8711, loss_cls: 1.2392, loss: 2.1693, grad_norm: 11.4684 2021-07-09 14:53:25,882 - mmaction - INFO - Epoch [141][1020/3757] lr: 1.000e-04, eta: 10:54:51, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9613, top1_acc: 0.7063, top5_acc: 0.8578, loss_cls: 1.3017, loss: 2.2630, grad_norm: 11.4018 2021-07-09 14:53:47,040 - mmaction - INFO - Epoch [141][1040/3757] lr: 1.000e-04, eta: 10:54:30, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9602, top1_acc: 0.6953, top5_acc: 0.8594, loss_cls: 1.2855, loss: 2.2456, grad_norm: 11.4138 2021-07-09 14:54:08,215 - mmaction - INFO - Epoch [141][1060/3757] lr: 1.000e-04, eta: 10:54:08, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9360, top1_acc: 0.7023, top5_acc: 0.8789, loss_cls: 1.2387, loss: 2.1747, grad_norm: 11.6810 2021-07-09 14:54:29,256 - mmaction - INFO - Epoch [141][1080/3757] lr: 1.000e-04, eta: 10:53:47, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9120, top1_acc: 0.7359, top5_acc: 0.8695, loss_cls: 1.1751, loss: 2.0872, grad_norm: 11.0212 2021-07-09 14:54:50,922 - mmaction - INFO - Epoch [141][1100/3757] lr: 1.000e-04, eta: 10:53:25, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.9301, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2343, loss: 2.1645, grad_norm: 11.0828 2021-07-09 14:55:12,121 - mmaction - INFO - Epoch [141][1120/3757] lr: 1.000e-04, eta: 10:53:04, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 0.9274, top1_acc: 0.7055, top5_acc: 0.8734, loss_cls: 1.2385, loss: 2.1659, grad_norm: 11.2109 2021-07-09 14:55:33,309 - mmaction - INFO - Epoch [141][1140/3757] lr: 1.000e-04, eta: 10:52:42, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9946, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.3258, loss: 2.3204, grad_norm: 11.8056 2021-07-09 14:55:54,414 - mmaction - INFO - Epoch [141][1160/3757] lr: 1.000e-04, eta: 10:52:21, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9766, top1_acc: 0.6937, top5_acc: 0.8562, loss_cls: 1.3148, loss: 2.2914, grad_norm: 11.4732 2021-07-09 14:56:15,571 - mmaction - INFO - Epoch [141][1180/3757] lr: 1.000e-04, eta: 10:51:59, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9386, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.2877, loss: 2.2262, grad_norm: 11.3620 2021-07-09 14:56:36,781 - mmaction - INFO - Epoch [141][1200/3757] lr: 1.000e-04, eta: 10:51:38, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9416, top1_acc: 0.6859, top5_acc: 0.8695, loss_cls: 1.3103, loss: 2.2519, grad_norm: 11.5297 2021-07-09 14:56:57,840 - mmaction - INFO - Epoch [141][1220/3757] lr: 1.000e-04, eta: 10:51:16, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.8833, top1_acc: 0.7188, top5_acc: 0.8844, loss_cls: 1.1721, loss: 2.0555, grad_norm: 11.0388 2021-07-09 14:57:19,115 - mmaction - INFO - Epoch [141][1240/3757] lr: 1.000e-04, eta: 10:50:55, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9395, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2611, loss: 2.2005, grad_norm: 11.7959 2021-07-09 14:57:40,281 - mmaction - INFO - Epoch [141][1260/3757] lr: 1.000e-04, eta: 10:50:33, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9439, top1_acc: 0.6906, top5_acc: 0.8555, loss_cls: 1.2852, loss: 2.2291, grad_norm: 11.4783 2021-07-09 14:58:01,365 - mmaction - INFO - Epoch [141][1280/3757] lr: 1.000e-04, eta: 10:50:12, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9616, top1_acc: 0.6953, top5_acc: 0.8617, loss_cls: 1.2870, loss: 2.2486, grad_norm: 11.5315 2021-07-09 14:58:23,009 - mmaction - INFO - Epoch [141][1300/3757] lr: 1.000e-04, eta: 10:49:50, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9381, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2221, loss: 2.1602, grad_norm: 11.3727 2021-07-09 14:58:44,141 - mmaction - INFO - Epoch [141][1320/3757] lr: 1.000e-04, eta: 10:49:28, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.8982, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2027, loss: 2.1009, grad_norm: 11.2627 2021-07-09 14:59:05,804 - mmaction - INFO - Epoch [141][1340/3757] lr: 1.000e-04, eta: 10:49:07, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9430, top1_acc: 0.6937, top5_acc: 0.8711, loss_cls: 1.2596, loss: 2.2026, grad_norm: 11.4385 2021-07-09 14:59:26,968 - mmaction - INFO - Epoch [141][1360/3757] lr: 1.000e-04, eta: 10:48:45, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9473, top1_acc: 0.6789, top5_acc: 0.8641, loss_cls: 1.2837, loss: 2.2310, grad_norm: 11.8324 2021-07-09 14:59:48,079 - mmaction - INFO - Epoch [141][1380/3757] lr: 1.000e-04, eta: 10:48:24, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9189, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2289, loss: 2.1478, grad_norm: 10.9493 2021-07-09 15:00:09,111 - mmaction - INFO - Epoch [141][1400/3757] lr: 1.000e-04, eta: 10:48:02, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9881, top1_acc: 0.6813, top5_acc: 0.8648, loss_cls: 1.2785, loss: 2.2666, grad_norm: 11.6768 2021-07-09 15:00:30,194 - mmaction - INFO - Epoch [141][1420/3757] lr: 1.000e-04, eta: 10:47:41, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9337, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.2482, loss: 2.1819, grad_norm: 11.4026 2021-07-09 15:00:51,271 - mmaction - INFO - Epoch [141][1440/3757] lr: 1.000e-04, eta: 10:47:19, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9639, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2578, loss: 2.2216, grad_norm: 11.6351 2021-07-09 15:01:12,327 - mmaction - INFO - Epoch [141][1460/3757] lr: 1.000e-04, eta: 10:46:58, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.2918, loss: 2.2696, grad_norm: 11.7172 2021-07-09 15:01:33,297 - mmaction - INFO - Epoch [141][1480/3757] lr: 1.000e-04, eta: 10:46:36, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6734, top5_acc: 0.8562, loss_cls: 1.3332, loss: 2.3147, grad_norm: 11.3405 2021-07-09 15:01:54,806 - mmaction - INFO - Epoch [141][1500/3757] lr: 1.000e-04, eta: 10:46:15, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 0.9283, top1_acc: 0.7102, top5_acc: 0.8672, loss_cls: 1.2413, loss: 2.1696, grad_norm: 11.0151 2021-07-09 15:02:15,829 - mmaction - INFO - Epoch [141][1520/3757] lr: 1.000e-04, eta: 10:45:53, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3385, loss: 2.3014, grad_norm: 11.7367 2021-07-09 15:02:37,182 - mmaction - INFO - Epoch [141][1540/3757] lr: 1.000e-04, eta: 10:45:32, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9585, top1_acc: 0.6906, top5_acc: 0.8711, loss_cls: 1.2583, loss: 2.2168, grad_norm: 11.0606 2021-07-09 15:02:58,347 - mmaction - INFO - Epoch [141][1560/3757] lr: 1.000e-04, eta: 10:45:10, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9602, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.2798, loss: 2.2400, grad_norm: 11.6717 2021-07-09 15:03:20,426 - mmaction - INFO - Epoch [141][1580/3757] lr: 1.000e-04, eta: 10:44:49, time: 1.107, data_time: 0.005, memory: 6921, loss_aux: 0.9759, top1_acc: 0.7078, top5_acc: 0.8656, loss_cls: 1.2978, loss: 2.2737, grad_norm: 11.3108 2021-07-09 15:03:41,663 - mmaction - INFO - Epoch [141][1600/3757] lr: 1.000e-04, eta: 10:44:27, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9834, top1_acc: 0.6773, top5_acc: 0.8477, loss_cls: 1.3315, loss: 2.3149, grad_norm: 11.4607 2021-07-09 15:04:02,634 - mmaction - INFO - Epoch [141][1620/3757] lr: 1.000e-04, eta: 10:44:06, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6898, top5_acc: 0.8594, loss_cls: 1.2997, loss: 2.2632, grad_norm: 11.6876 2021-07-09 15:04:23,793 - mmaction - INFO - Epoch [141][1640/3757] lr: 1.000e-04, eta: 10:43:44, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9470, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2868, loss: 2.2338, grad_norm: 11.4916 2021-07-09 15:04:44,925 - mmaction - INFO - Epoch [141][1660/3757] lr: 1.000e-04, eta: 10:43:23, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.8874, top1_acc: 0.7000, top5_acc: 0.8859, loss_cls: 1.1708, loss: 2.0583, grad_norm: 11.1717 2021-07-09 15:05:06,046 - mmaction - INFO - Epoch [141][1680/3757] lr: 1.000e-04, eta: 10:43:01, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9648, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3494, loss: 2.3142, grad_norm: 11.6362 2021-07-09 15:05:27,492 - mmaction - INFO - Epoch [141][1700/3757] lr: 1.000e-04, eta: 10:42:40, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9377, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2313, loss: 2.1690, grad_norm: 11.2818 2021-07-09 15:05:48,435 - mmaction - INFO - Epoch [141][1720/3757] lr: 1.000e-04, eta: 10:42:18, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 0.9623, top1_acc: 0.7008, top5_acc: 0.8586, loss_cls: 1.3046, loss: 2.2669, grad_norm: 11.5520 2021-07-09 15:06:09,352 - mmaction - INFO - Epoch [141][1740/3757] lr: 1.000e-04, eta: 10:41:57, time: 1.046, data_time: 0.004, memory: 6921, loss_aux: 0.9170, top1_acc: 0.7102, top5_acc: 0.8688, loss_cls: 1.2449, loss: 2.1619, grad_norm: 11.4052 2021-07-09 15:06:31,506 - mmaction - INFO - Epoch [141][1760/3757] lr: 1.000e-04, eta: 10:41:35, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 0.9253, top1_acc: 0.7094, top5_acc: 0.8570, loss_cls: 1.2352, loss: 2.1606, grad_norm: 11.0151 2021-07-09 15:06:52,928 - mmaction - INFO - Epoch [141][1780/3757] lr: 1.000e-04, eta: 10:41:14, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9760, top1_acc: 0.6922, top5_acc: 0.8531, loss_cls: 1.3079, loss: 2.2839, grad_norm: 11.5901 2021-07-09 15:07:14,460 - mmaction - INFO - Epoch [141][1800/3757] lr: 1.000e-04, eta: 10:40:52, time: 1.078, data_time: 0.006, memory: 6921, loss_aux: 0.9300, top1_acc: 0.7094, top5_acc: 0.8680, loss_cls: 1.2429, loss: 2.1729, grad_norm: 11.4877 2021-07-09 15:07:35,592 - mmaction - INFO - Epoch [141][1820/3757] lr: 1.000e-04, eta: 10:40:31, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9585, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3201, loss: 2.2786, grad_norm: 11.8840 2021-07-09 15:07:56,704 - mmaction - INFO - Epoch [141][1840/3757] lr: 1.000e-04, eta: 10:40:09, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9701, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3445, loss: 2.3146, grad_norm: 11.5335 2021-07-09 15:08:17,688 - mmaction - INFO - Epoch [141][1860/3757] lr: 1.000e-04, eta: 10:39:48, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9219, top1_acc: 0.7000, top5_acc: 0.8742, loss_cls: 1.2262, loss: 2.1482, grad_norm: 11.2996 2021-07-09 15:08:38,887 - mmaction - INFO - Epoch [141][1880/3757] lr: 1.000e-04, eta: 10:39:26, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9591, top1_acc: 0.6906, top5_acc: 0.8508, loss_cls: 1.3410, loss: 2.3001, grad_norm: 11.6616 2021-07-09 15:09:00,488 - mmaction - INFO - Epoch [141][1900/3757] lr: 1.000e-04, eta: 10:39:05, time: 1.080, data_time: 0.017, memory: 6921, loss_aux: 0.9485, top1_acc: 0.7008, top5_acc: 0.8617, loss_cls: 1.2640, loss: 2.2125, grad_norm: 11.3769 2021-07-09 15:09:22,117 - mmaction - INFO - Epoch [141][1920/3757] lr: 1.000e-04, eta: 10:38:43, time: 1.081, data_time: 0.005, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3245, loss: 2.2858, grad_norm: 11.7573 2021-07-09 15:09:43,817 - mmaction - INFO - Epoch [141][1940/3757] lr: 1.000e-04, eta: 10:38:22, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 0.9208, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2231, loss: 2.1439, grad_norm: 11.1714 2021-07-09 15:10:04,816 - mmaction - INFO - Epoch [141][1960/3757] lr: 1.000e-04, eta: 10:38:00, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9444, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2751, loss: 2.2195, grad_norm: 11.3469 2021-07-09 15:10:26,053 - mmaction - INFO - Epoch [141][1980/3757] lr: 1.000e-04, eta: 10:37:38, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9693, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.2698, loss: 2.2391, grad_norm: 11.5608 2021-07-09 15:10:47,854 - mmaction - INFO - Epoch [141][2000/3757] lr: 1.000e-04, eta: 10:37:17, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9006, top1_acc: 0.6984, top5_acc: 0.8594, loss_cls: 1.2488, loss: 2.1494, grad_norm: 11.1287 2021-07-09 15:11:08,901 - mmaction - INFO - Epoch [141][2020/3757] lr: 1.000e-04, eta: 10:36:55, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9383, top1_acc: 0.6820, top5_acc: 0.8625, loss_cls: 1.2961, loss: 2.2345, grad_norm: 11.4957 2021-07-09 15:11:30,090 - mmaction - INFO - Epoch [141][2040/3757] lr: 1.000e-04, eta: 10:36:34, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9478, top1_acc: 0.6969, top5_acc: 0.8523, loss_cls: 1.3173, loss: 2.2651, grad_norm: 11.5307 2021-07-09 15:11:51,265 - mmaction - INFO - Epoch [141][2060/3757] lr: 1.000e-04, eta: 10:36:12, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9570, top1_acc: 0.6922, top5_acc: 0.8562, loss_cls: 1.3035, loss: 2.2605, grad_norm: 11.3147 2021-07-09 15:12:12,339 - mmaction - INFO - Epoch [141][2080/3757] lr: 1.000e-04, eta: 10:35:51, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6742, top5_acc: 0.8414, loss_cls: 1.3925, loss: 2.3736, grad_norm: 11.6965 2021-07-09 15:12:33,328 - mmaction - INFO - Epoch [141][2100/3757] lr: 1.000e-04, eta: 10:35:29, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.8819, top1_acc: 0.7164, top5_acc: 0.8695, loss_cls: 1.1838, loss: 2.0658, grad_norm: 11.0421 2021-07-09 15:12:54,510 - mmaction - INFO - Epoch [141][2120/3757] lr: 1.000e-04, eta: 10:35:08, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9415, top1_acc: 0.6961, top5_acc: 0.8602, loss_cls: 1.2654, loss: 2.2069, grad_norm: 11.4840 2021-07-09 15:13:16,157 - mmaction - INFO - Epoch [141][2140/3757] lr: 1.000e-04, eta: 10:34:46, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6734, top5_acc: 0.8648, loss_cls: 1.3130, loss: 2.2903, grad_norm: 11.5855 2021-07-09 15:13:37,255 - mmaction - INFO - Epoch [141][2160/3757] lr: 1.000e-04, eta: 10:34:25, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9291, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2563, loss: 2.1853, grad_norm: 11.3748 2021-07-09 15:13:58,856 - mmaction - INFO - Epoch [141][2180/3757] lr: 1.000e-04, eta: 10:34:03, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 0.9664, top1_acc: 0.7070, top5_acc: 0.8664, loss_cls: 1.2652, loss: 2.2316, grad_norm: 11.3909 2021-07-09 15:14:19,769 - mmaction - INFO - Epoch [141][2200/3757] lr: 1.000e-04, eta: 10:33:42, time: 1.046, data_time: 0.005, memory: 6921, loss_aux: 0.9172, top1_acc: 0.7234, top5_acc: 0.8789, loss_cls: 1.1943, loss: 2.1116, grad_norm: 11.1810 2021-07-09 15:14:40,860 - mmaction - INFO - Epoch [141][2220/3757] lr: 1.000e-04, eta: 10:33:20, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9634, top1_acc: 0.6898, top5_acc: 0.8523, loss_cls: 1.3047, loss: 2.2680, grad_norm: 11.4240 2021-07-09 15:15:02,040 - mmaction - INFO - Epoch [141][2240/3757] lr: 1.000e-04, eta: 10:32:59, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9444, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2595, loss: 2.2039, grad_norm: 11.7154 2021-07-09 15:15:23,351 - mmaction - INFO - Epoch [141][2260/3757] lr: 1.000e-04, eta: 10:32:37, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9377, top1_acc: 0.7086, top5_acc: 0.8641, loss_cls: 1.2767, loss: 2.2144, grad_norm: 11.3811 2021-07-09 15:15:44,399 - mmaction - INFO - Epoch [141][2280/3757] lr: 1.000e-04, eta: 10:32:16, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9271, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2392, loss: 2.1663, grad_norm: 11.2789 2021-07-09 15:16:05,469 - mmaction - INFO - Epoch [141][2300/3757] lr: 1.000e-04, eta: 10:31:54, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9962, top1_acc: 0.6719, top5_acc: 0.8461, loss_cls: 1.3892, loss: 2.3853, grad_norm: 11.8290 2021-07-09 15:16:26,534 - mmaction - INFO - Epoch [141][2320/3757] lr: 1.000e-04, eta: 10:31:33, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9382, top1_acc: 0.7000, top5_acc: 0.8672, loss_cls: 1.2520, loss: 2.1902, grad_norm: 11.4793 2021-07-09 15:16:48,819 - mmaction - INFO - Epoch [141][2340/3757] lr: 1.000e-04, eta: 10:31:11, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 0.9084, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.2235, loss: 2.1318, grad_norm: 11.4074 2021-07-09 15:17:09,892 - mmaction - INFO - Epoch [141][2360/3757] lr: 1.000e-04, eta: 10:30:50, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9276, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2660, loss: 2.1936, grad_norm: 11.3359 2021-07-09 15:17:30,732 - mmaction - INFO - Epoch [141][2380/3757] lr: 1.000e-04, eta: 10:30:28, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 0.9434, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2286, loss: 2.1720, grad_norm: 11.3504 2021-07-09 15:17:51,904 - mmaction - INFO - Epoch [141][2400/3757] lr: 1.000e-04, eta: 10:30:07, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9740, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2928, loss: 2.2668, grad_norm: 11.3724 2021-07-09 15:18:12,998 - mmaction - INFO - Epoch [141][2420/3757] lr: 1.000e-04, eta: 10:29:45, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9730, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.3303, loss: 2.3033, grad_norm: 11.6004 2021-07-09 15:18:34,809 - mmaction - INFO - Epoch [141][2440/3757] lr: 1.000e-04, eta: 10:29:24, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 0.9541, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2901, loss: 2.2442, grad_norm: 11.7835 2021-07-09 15:18:56,003 - mmaction - INFO - Epoch [141][2460/3757] lr: 1.000e-04, eta: 10:29:02, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9921, top1_acc: 0.6914, top5_acc: 0.8578, loss_cls: 1.3283, loss: 2.3204, grad_norm: 11.4183 2021-07-09 15:19:17,124 - mmaction - INFO - Epoch [141][2480/3757] lr: 1.000e-04, eta: 10:28:41, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9350, top1_acc: 0.7289, top5_acc: 0.8703, loss_cls: 1.2269, loss: 2.1619, grad_norm: 11.1561 2021-07-09 15:19:38,348 - mmaction - INFO - Epoch [141][2500/3757] lr: 1.000e-04, eta: 10:28:19, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9317, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.2800, loss: 2.2117, grad_norm: 11.4717 2021-07-09 15:19:59,283 - mmaction - INFO - Epoch [141][2520/3757] lr: 1.000e-04, eta: 10:27:57, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9941, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3174, loss: 2.3114, grad_norm: 11.7608 2021-07-09 15:20:20,440 - mmaction - INFO - Epoch [141][2540/3757] lr: 1.000e-04, eta: 10:27:36, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9098, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2554, loss: 2.1652, grad_norm: 11.3096 2021-07-09 15:20:41,831 - mmaction - INFO - Epoch [141][2560/3757] lr: 1.000e-04, eta: 10:27:14, time: 1.070, data_time: 0.006, memory: 6921, loss_aux: 0.9937, top1_acc: 0.6719, top5_acc: 0.8406, loss_cls: 1.4083, loss: 2.4020, grad_norm: 11.9407 2021-07-09 15:21:02,841 - mmaction - INFO - Epoch [141][2580/3757] lr: 1.000e-04, eta: 10:26:53, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9421, top1_acc: 0.6875, top5_acc: 0.8789, loss_cls: 1.2419, loss: 2.1840, grad_norm: 11.3407 2021-07-09 15:21:23,970 - mmaction - INFO - Epoch [141][2600/3757] lr: 1.000e-04, eta: 10:26:31, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9347, top1_acc: 0.7055, top5_acc: 0.8789, loss_cls: 1.2361, loss: 2.1708, grad_norm: 11.3931 2021-07-09 15:21:45,017 - mmaction - INFO - Epoch [141][2620/3757] lr: 1.000e-04, eta: 10:26:10, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9436, top1_acc: 0.6945, top5_acc: 0.8578, loss_cls: 1.3064, loss: 2.2500, grad_norm: 11.4885 2021-07-09 15:22:06,594 - mmaction - INFO - Epoch [141][2640/3757] lr: 1.000e-04, eta: 10:25:48, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 0.9089, top1_acc: 0.7031, top5_acc: 0.8594, loss_cls: 1.2370, loss: 2.1459, grad_norm: 10.9513 2021-07-09 15:22:27,710 - mmaction - INFO - Epoch [141][2660/3757] lr: 1.000e-04, eta: 10:25:27, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9713, top1_acc: 0.6883, top5_acc: 0.8508, loss_cls: 1.3381, loss: 2.3094, grad_norm: 12.2666 2021-07-09 15:22:48,943 - mmaction - INFO - Epoch [141][2680/3757] lr: 1.000e-04, eta: 10:25:05, time: 1.062, data_time: 0.006, memory: 6921, loss_aux: 0.9318, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2749, loss: 2.2066, grad_norm: 11.4743 2021-07-09 15:23:10,983 - mmaction - INFO - Epoch [141][2700/3757] lr: 1.000e-04, eta: 10:24:44, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 0.9536, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2327, loss: 2.1863, grad_norm: 11.2623 2021-07-09 15:23:31,979 - mmaction - INFO - Epoch [141][2720/3757] lr: 1.000e-04, eta: 10:24:22, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 0.9209, top1_acc: 0.7102, top5_acc: 0.8656, loss_cls: 1.2558, loss: 2.1767, grad_norm: 11.2690 2021-07-09 15:23:53,021 - mmaction - INFO - Epoch [141][2740/3757] lr: 1.000e-04, eta: 10:24:01, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9119, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2327, loss: 2.1445, grad_norm: 11.2101 2021-07-09 15:24:14,157 - mmaction - INFO - Epoch [141][2760/3757] lr: 1.000e-04, eta: 10:23:39, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6914, top5_acc: 0.8531, loss_cls: 1.3362, loss: 2.2983, grad_norm: 11.4023 2021-07-09 15:24:35,451 - mmaction - INFO - Epoch [141][2780/3757] lr: 1.000e-04, eta: 10:23:18, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9054, top1_acc: 0.7102, top5_acc: 0.8703, loss_cls: 1.2471, loss: 2.1525, grad_norm: 10.9918 2021-07-09 15:24:56,475 - mmaction - INFO - Epoch [141][2800/3757] lr: 1.000e-04, eta: 10:22:56, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9554, top1_acc: 0.6859, top5_acc: 0.8719, loss_cls: 1.2835, loss: 2.2389, grad_norm: 11.7000 2021-07-09 15:25:17,550 - mmaction - INFO - Epoch [141][2820/3757] lr: 1.000e-04, eta: 10:22:35, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9851, top1_acc: 0.6648, top5_acc: 0.8609, loss_cls: 1.3111, loss: 2.2962, grad_norm: 11.3651 2021-07-09 15:25:38,521 - mmaction - INFO - Epoch [141][2840/3757] lr: 1.000e-04, eta: 10:22:13, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9872, top1_acc: 0.6906, top5_acc: 0.8461, loss_cls: 1.3612, loss: 2.3483, grad_norm: 11.6727 2021-07-09 15:25:59,775 - mmaction - INFO - Epoch [141][2860/3757] lr: 1.000e-04, eta: 10:21:52, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9945, top1_acc: 0.6852, top5_acc: 0.8438, loss_cls: 1.3371, loss: 2.3315, grad_norm: 11.4091 2021-07-09 15:26:21,192 - mmaction - INFO - Epoch [141][2880/3757] lr: 1.000e-04, eta: 10:21:30, time: 1.070, data_time: 0.022, memory: 6921, loss_aux: 0.9801, top1_acc: 0.6852, top5_acc: 0.8484, loss_cls: 1.3221, loss: 2.3022, grad_norm: 11.6313 2021-07-09 15:26:42,795 - mmaction - INFO - Epoch [141][2900/3757] lr: 1.000e-04, eta: 10:21:09, time: 1.081, data_time: 0.036, memory: 6921, loss_aux: 0.9592, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.2845, loss: 2.2438, grad_norm: 11.7700 2021-07-09 15:27:04,346 - mmaction - INFO - Epoch [141][2920/3757] lr: 1.000e-04, eta: 10:20:47, time: 1.075, data_time: 0.041, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6898, top5_acc: 0.8586, loss_cls: 1.2976, loss: 2.2533, grad_norm: 11.5276 2021-07-09 15:27:25,365 - mmaction - INFO - Epoch [141][2940/3757] lr: 1.000e-04, eta: 10:20:26, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9996, top1_acc: 0.6789, top5_acc: 0.8469, loss_cls: 1.3841, loss: 2.3837, grad_norm: 11.8478 2021-07-09 15:27:46,420 - mmaction - INFO - Epoch [141][2960/3757] lr: 1.000e-04, eta: 10:20:04, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9708, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2727, loss: 2.2435, grad_norm: 11.2570 2021-07-09 15:28:07,692 - mmaction - INFO - Epoch [141][2980/3757] lr: 1.000e-04, eta: 10:19:43, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9257, top1_acc: 0.6984, top5_acc: 0.8594, loss_cls: 1.2490, loss: 2.1746, grad_norm: 11.2203 2021-07-09 15:28:28,862 - mmaction - INFO - Epoch [141][3000/3757] lr: 1.000e-04, eta: 10:19:21, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9947, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.3341, loss: 2.3288, grad_norm: 11.7627 2021-07-09 15:28:49,821 - mmaction - INFO - Epoch [141][3020/3757] lr: 1.000e-04, eta: 10:19:00, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9099, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2523, loss: 2.1622, grad_norm: 11.5754 2021-07-09 15:29:11,165 - mmaction - INFO - Epoch [141][3040/3757] lr: 1.000e-04, eta: 10:18:38, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6984, top5_acc: 0.8562, loss_cls: 1.3014, loss: 2.2642, grad_norm: 11.3020 2021-07-09 15:29:32,325 - mmaction - INFO - Epoch [141][3060/3757] lr: 1.000e-04, eta: 10:18:17, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9518, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2862, loss: 2.2380, grad_norm: 11.5715 2021-07-09 15:29:53,295 - mmaction - INFO - Epoch [141][3080/3757] lr: 1.000e-04, eta: 10:17:55, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9201, top1_acc: 0.7055, top5_acc: 0.8742, loss_cls: 1.1990, loss: 2.1191, grad_norm: 11.3101 2021-07-09 15:30:14,433 - mmaction - INFO - Epoch [141][3100/3757] lr: 1.000e-04, eta: 10:17:33, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9127, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.2064, loss: 2.1192, grad_norm: 11.1552 2021-07-09 15:30:35,571 - mmaction - INFO - Epoch [141][3120/3757] lr: 1.000e-04, eta: 10:17:12, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9678, top1_acc: 0.6758, top5_acc: 0.8555, loss_cls: 1.3279, loss: 2.2956, grad_norm: 11.9120 2021-07-09 15:30:57,390 - mmaction - INFO - Epoch [141][3140/3757] lr: 1.000e-04, eta: 10:16:50, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9417, top1_acc: 0.6937, top5_acc: 0.8578, loss_cls: 1.2970, loss: 2.2386, grad_norm: 11.4898 2021-07-09 15:31:18,472 - mmaction - INFO - Epoch [141][3160/3757] lr: 1.000e-04, eta: 10:16:29, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9566, top1_acc: 0.6797, top5_acc: 0.8516, loss_cls: 1.3169, loss: 2.2736, grad_norm: 11.6499 2021-07-09 15:31:39,588 - mmaction - INFO - Epoch [141][3180/3757] lr: 1.000e-04, eta: 10:16:07, time: 1.054, data_time: 0.001, memory: 6921, loss_aux: 0.9534, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3025, loss: 2.2559, grad_norm: 11.6422 2021-07-09 15:32:00,697 - mmaction - INFO - Epoch [141][3200/3757] lr: 1.000e-04, eta: 10:15:46, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9649, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3151, loss: 2.2800, grad_norm: 11.9048 2021-07-09 15:32:21,826 - mmaction - INFO - Epoch [141][3220/3757] lr: 1.000e-04, eta: 10:15:24, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9324, top1_acc: 0.6953, top5_acc: 0.8781, loss_cls: 1.2355, loss: 2.1679, grad_norm: 11.5801 2021-07-09 15:32:42,958 - mmaction - INFO - Epoch [141][3240/3757] lr: 1.000e-04, eta: 10:15:03, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9324, top1_acc: 0.7039, top5_acc: 0.8656, loss_cls: 1.2300, loss: 2.1624, grad_norm: 10.9744 2021-07-09 15:33:04,385 - mmaction - INFO - Epoch [141][3260/3757] lr: 1.000e-04, eta: 10:14:41, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9066, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.1876, loss: 2.0942, grad_norm: 11.1693 2021-07-09 15:33:25,537 - mmaction - INFO - Epoch [141][3280/3757] lr: 1.000e-04, eta: 10:14:20, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9390, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2452, loss: 2.1842, grad_norm: 11.2529 2021-07-09 15:33:46,788 - mmaction - INFO - Epoch [141][3300/3757] lr: 1.000e-04, eta: 10:13:58, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9341, top1_acc: 0.7031, top5_acc: 0.8742, loss_cls: 1.2256, loss: 2.1598, grad_norm: 11.2495 2021-07-09 15:34:08,148 - mmaction - INFO - Epoch [141][3320/3757] lr: 1.000e-04, eta: 10:13:37, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9543, top1_acc: 0.6969, top5_acc: 0.8805, loss_cls: 1.2492, loss: 2.2035, grad_norm: 11.5294 2021-07-09 15:34:29,287 - mmaction - INFO - Epoch [141][3340/3757] lr: 1.000e-04, eta: 10:13:15, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9380, top1_acc: 0.6969, top5_acc: 0.8680, loss_cls: 1.2598, loss: 2.1979, grad_norm: 11.3002 2021-07-09 15:34:51,403 - mmaction - INFO - Epoch [141][3360/3757] lr: 1.000e-04, eta: 10:12:54, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 0.9136, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2147, loss: 2.1283, grad_norm: 11.1766 2021-07-09 15:35:12,635 - mmaction - INFO - Epoch [141][3380/3757] lr: 1.000e-04, eta: 10:12:32, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9294, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2529, loss: 2.1823, grad_norm: 11.3361 2021-07-09 15:35:34,192 - mmaction - INFO - Epoch [141][3400/3757] lr: 1.000e-04, eta: 10:12:11, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 0.9912, top1_acc: 0.6578, top5_acc: 0.8570, loss_cls: 1.3490, loss: 2.3402, grad_norm: 12.1662 2021-07-09 15:35:55,370 - mmaction - INFO - Epoch [141][3420/3757] lr: 1.000e-04, eta: 10:11:49, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9589, top1_acc: 0.6883, top5_acc: 0.8602, loss_cls: 1.2956, loss: 2.2545, grad_norm: 11.3219 2021-07-09 15:36:16,383 - mmaction - INFO - Epoch [141][3440/3757] lr: 1.000e-04, eta: 10:11:28, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.8952, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.1841, loss: 2.0793, grad_norm: 11.3481 2021-07-09 15:36:38,449 - mmaction - INFO - Epoch [141][3460/3757] lr: 1.000e-04, eta: 10:11:06, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 0.9375, top1_acc: 0.6813, top5_acc: 0.8711, loss_cls: 1.2668, loss: 2.2043, grad_norm: 11.3553 2021-07-09 15:36:59,556 - mmaction - INFO - Epoch [141][3480/3757] lr: 1.000e-04, eta: 10:10:45, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9500, top1_acc: 0.6867, top5_acc: 0.8570, loss_cls: 1.3145, loss: 2.2645, grad_norm: 11.3882 2021-07-09 15:37:21,001 - mmaction - INFO - Epoch [141][3500/3757] lr: 1.000e-04, eta: 10:10:23, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9593, top1_acc: 0.6797, top5_acc: 0.8492, loss_cls: 1.3493, loss: 2.3085, grad_norm: 11.6753 2021-07-09 15:37:42,367 - mmaction - INFO - Epoch [141][3520/3757] lr: 1.000e-04, eta: 10:10:02, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.8832, top1_acc: 0.7258, top5_acc: 0.8852, loss_cls: 1.1625, loss: 2.0456, grad_norm: 10.9721 2021-07-09 15:38:04,262 - mmaction - INFO - Epoch [141][3540/3757] lr: 1.000e-04, eta: 10:09:40, time: 1.093, data_time: 0.001, memory: 6921, loss_aux: 0.9399, top1_acc: 0.7031, top5_acc: 0.8617, loss_cls: 1.2587, loss: 2.1986, grad_norm: 11.3682 2021-07-09 15:38:25,487 - mmaction - INFO - Epoch [141][3560/3757] lr: 1.000e-04, eta: 10:09:19, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9472, top1_acc: 0.7047, top5_acc: 0.8602, loss_cls: 1.2599, loss: 2.2071, grad_norm: 11.3692 2021-07-09 15:38:46,603 - mmaction - INFO - Epoch [141][3580/3757] lr: 1.000e-04, eta: 10:08:57, time: 1.058, data_time: 0.007, memory: 6921, loss_aux: 0.9683, top1_acc: 0.6961, top5_acc: 0.8430, loss_cls: 1.3102, loss: 2.2784, grad_norm: 11.2926 2021-07-09 15:39:07,705 - mmaction - INFO - Epoch [141][3600/3757] lr: 1.000e-04, eta: 10:08:36, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 0.9234, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2574, loss: 2.1808, grad_norm: 11.4324 2021-07-09 15:39:28,820 - mmaction - INFO - Epoch [141][3620/3757] lr: 1.000e-04, eta: 10:08:14, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.2960, loss: 2.2588, grad_norm: 11.6327 2021-07-09 15:39:50,020 - mmaction - INFO - Epoch [141][3640/3757] lr: 1.000e-04, eta: 10:07:53, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9203, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2584, loss: 2.1787, grad_norm: 11.6315 2021-07-09 15:40:12,212 - mmaction - INFO - Epoch [141][3660/3757] lr: 1.000e-04, eta: 10:07:31, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 0.9333, top1_acc: 0.7070, top5_acc: 0.8633, loss_cls: 1.2578, loss: 2.1911, grad_norm: 11.2140 2021-07-09 15:40:33,240 - mmaction - INFO - Epoch [141][3680/3757] lr: 1.000e-04, eta: 10:07:10, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9398, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2485, loss: 2.1883, grad_norm: 11.2536 2021-07-09 15:40:54,835 - mmaction - INFO - Epoch [141][3700/3757] lr: 1.000e-04, eta: 10:06:48, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9468, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2882, loss: 2.2350, grad_norm: 11.5194 2021-07-09 15:41:15,957 - mmaction - INFO - Epoch [141][3720/3757] lr: 1.000e-04, eta: 10:06:27, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9252, top1_acc: 0.7117, top5_acc: 0.8703, loss_cls: 1.2315, loss: 2.1567, grad_norm: 11.2881 2021-07-09 15:41:37,347 - mmaction - INFO - Epoch [141][3740/3757] lr: 1.000e-04, eta: 10:06:05, time: 1.070, data_time: 0.007, memory: 6921, loss_aux: 0.9514, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3243, loss: 2.2757, grad_norm: 11.6024 2021-07-09 15:41:55,746 - mmaction - INFO - Saving checkpoint at 141 epochs 2021-07-09 15:42:57,676 - mmaction - INFO - Epoch [142][20/3757] lr: 1.000e-04, eta: 10:05:27, time: 3.020, data_time: 1.979, memory: 6921, loss_aux: 0.9825, top1_acc: 0.6867, top5_acc: 0.8508, loss_cls: 1.3269, loss: 2.3094, grad_norm: 11.4390 2021-07-09 15:43:18,582 - mmaction - INFO - Epoch [142][40/3757] lr: 1.000e-04, eta: 10:05:05, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9755, top1_acc: 0.6953, top5_acc: 0.8547, loss_cls: 1.3448, loss: 2.3203, grad_norm: 11.1930 2021-07-09 15:43:40,725 - mmaction - INFO - Epoch [142][60/3757] lr: 1.000e-04, eta: 10:04:44, time: 1.107, data_time: 0.055, memory: 6921, loss_aux: 0.9918, top1_acc: 0.6883, top5_acc: 0.8523, loss_cls: 1.3216, loss: 2.3133, grad_norm: 11.5975 2021-07-09 15:44:01,579 - mmaction - INFO - Epoch [142][80/3757] lr: 1.000e-04, eta: 10:04:22, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 0.9089, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.2202, loss: 2.1291, grad_norm: 11.4665 2021-07-09 15:44:22,875 - mmaction - INFO - Epoch [142][100/3757] lr: 1.000e-04, eta: 10:04:01, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9713, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2520, loss: 2.2233, grad_norm: 11.2847 2021-07-09 15:44:43,945 - mmaction - INFO - Epoch [142][120/3757] lr: 1.000e-04, eta: 10:03:39, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9569, top1_acc: 0.6969, top5_acc: 0.8578, loss_cls: 1.2789, loss: 2.2358, grad_norm: 11.2397 2021-07-09 15:45:05,151 - mmaction - INFO - Epoch [142][140/3757] lr: 1.000e-04, eta: 10:03:18, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9787, top1_acc: 0.6766, top5_acc: 0.8625, loss_cls: 1.3439, loss: 2.3226, grad_norm: 11.7446 2021-07-09 15:45:26,182 - mmaction - INFO - Epoch [142][160/3757] lr: 1.000e-04, eta: 10:02:56, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9359, top1_acc: 0.7172, top5_acc: 0.8672, loss_cls: 1.2167, loss: 2.1526, grad_norm: 11.3647 2021-07-09 15:45:47,322 - mmaction - INFO - Epoch [142][180/3757] lr: 1.000e-04, eta: 10:02:35, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9582, top1_acc: 0.7086, top5_acc: 0.8797, loss_cls: 1.2384, loss: 2.1966, grad_norm: 11.4712 2021-07-09 15:46:09,354 - mmaction - INFO - Epoch [142][200/3757] lr: 1.000e-04, eta: 10:02:13, time: 1.103, data_time: 0.005, memory: 6921, loss_aux: 0.9245, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2595, loss: 2.1840, grad_norm: 11.6851 2021-07-09 15:46:30,652 - mmaction - INFO - Epoch [142][220/3757] lr: 1.000e-04, eta: 10:01:52, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9486, top1_acc: 0.6953, top5_acc: 0.8578, loss_cls: 1.3104, loss: 2.2589, grad_norm: 11.7484 2021-07-09 15:46:51,801 - mmaction - INFO - Epoch [142][240/3757] lr: 1.000e-04, eta: 10:01:30, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9308, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2218, loss: 2.1525, grad_norm: 11.2847 2021-07-09 15:47:12,964 - mmaction - INFO - Epoch [142][260/3757] lr: 1.000e-04, eta: 10:01:09, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9641, top1_acc: 0.6867, top5_acc: 0.8516, loss_cls: 1.2772, loss: 2.2413, grad_norm: 11.5796 2021-07-09 15:47:34,071 - mmaction - INFO - Epoch [142][280/3757] lr: 1.000e-04, eta: 10:00:47, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9690, top1_acc: 0.6922, top5_acc: 0.8578, loss_cls: 1.2772, loss: 2.2462, grad_norm: 11.4968 2021-07-09 15:47:55,490 - mmaction - INFO - Epoch [142][300/3757] lr: 1.000e-04, eta: 10:00:26, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9698, top1_acc: 0.6961, top5_acc: 0.8531, loss_cls: 1.2702, loss: 2.2401, grad_norm: 11.2596 2021-07-09 15:48:17,118 - mmaction - INFO - Epoch [142][320/3757] lr: 1.000e-04, eta: 10:00:04, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 0.9168, top1_acc: 0.7211, top5_acc: 0.8719, loss_cls: 1.2141, loss: 2.1309, grad_norm: 11.1782 2021-07-09 15:48:38,512 - mmaction - INFO - Epoch [142][340/3757] lr: 1.000e-04, eta: 9:59:43, time: 1.069, data_time: 0.006, memory: 6921, loss_aux: 0.9591, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.2939, loss: 2.2530, grad_norm: 11.7189 2021-07-09 15:49:00,366 - mmaction - INFO - Epoch [142][360/3757] lr: 1.000e-04, eta: 9:59:21, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 0.9784, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.3057, loss: 2.2841, grad_norm: 11.8678 2021-07-09 15:49:21,280 - mmaction - INFO - Epoch [142][380/3757] lr: 1.000e-04, eta: 9:58:59, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9535, top1_acc: 0.7055, top5_acc: 0.8523, loss_cls: 1.2752, loss: 2.2286, grad_norm: 11.5533 2021-07-09 15:49:42,424 - mmaction - INFO - Epoch [142][400/3757] lr: 1.000e-04, eta: 9:58:38, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9382, top1_acc: 0.6937, top5_acc: 0.8602, loss_cls: 1.2647, loss: 2.2029, grad_norm: 11.2317 2021-07-09 15:50:03,445 - mmaction - INFO - Epoch [142][420/3757] lr: 1.000e-04, eta: 9:58:16, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9205, top1_acc: 0.7234, top5_acc: 0.8711, loss_cls: 1.2182, loss: 2.1387, grad_norm: 11.4315 2021-07-09 15:50:24,512 - mmaction - INFO - Epoch [142][440/3757] lr: 1.000e-04, eta: 9:57:55, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9480, top1_acc: 0.6836, top5_acc: 0.8703, loss_cls: 1.2763, loss: 2.2243, grad_norm: 11.4209 2021-07-09 15:50:45,747 - mmaction - INFO - Epoch [142][460/3757] lr: 1.000e-04, eta: 9:57:33, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9094, top1_acc: 0.7188, top5_acc: 0.8820, loss_cls: 1.1824, loss: 2.0918, grad_norm: 11.4108 2021-07-09 15:51:06,734 - mmaction - INFO - Epoch [142][480/3757] lr: 1.000e-04, eta: 9:57:12, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9869, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3242, loss: 2.3111, grad_norm: 11.8430 2021-07-09 15:51:28,252 - mmaction - INFO - Epoch [142][500/3757] lr: 1.000e-04, eta: 9:56:50, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9097, top1_acc: 0.7305, top5_acc: 0.8742, loss_cls: 1.1941, loss: 2.1037, grad_norm: 10.8579 2021-07-09 15:51:50,525 - mmaction - INFO - Epoch [142][520/3757] lr: 1.000e-04, eta: 9:56:29, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 0.9162, top1_acc: 0.7086, top5_acc: 0.8570, loss_cls: 1.2282, loss: 2.1444, grad_norm: 11.1561 2021-07-09 15:52:11,588 - mmaction - INFO - Epoch [142][540/3757] lr: 1.000e-04, eta: 9:56:07, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9183, top1_acc: 0.6992, top5_acc: 0.8719, loss_cls: 1.2463, loss: 2.1647, grad_norm: 11.1078 2021-07-09 15:52:32,578 - mmaction - INFO - Epoch [142][560/3757] lr: 1.000e-04, eta: 9:55:46, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.3019, loss: 2.2770, grad_norm: 11.9916 2021-07-09 15:52:53,510 - mmaction - INFO - Epoch [142][580/3757] lr: 1.000e-04, eta: 9:55:24, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9527, top1_acc: 0.6711, top5_acc: 0.8609, loss_cls: 1.3281, loss: 2.2807, grad_norm: 11.3794 2021-07-09 15:53:14,854 - mmaction - INFO - Epoch [142][600/3757] lr: 1.000e-04, eta: 9:55:03, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9257, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2341, loss: 2.1598, grad_norm: 11.6566 2021-07-09 15:53:36,036 - mmaction - INFO - Epoch [142][620/3757] lr: 1.000e-04, eta: 9:54:41, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9698, top1_acc: 0.6945, top5_acc: 0.8734, loss_cls: 1.2789, loss: 2.2487, grad_norm: 11.5613 2021-07-09 15:53:57,058 - mmaction - INFO - Epoch [142][640/3757] lr: 1.000e-04, eta: 9:54:20, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9154, top1_acc: 0.7164, top5_acc: 0.8680, loss_cls: 1.1927, loss: 2.1081, grad_norm: 11.1919 2021-07-09 15:54:18,250 - mmaction - INFO - Epoch [142][660/3757] lr: 1.000e-04, eta: 9:53:58, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9514, top1_acc: 0.6883, top5_acc: 0.8602, loss_cls: 1.2963, loss: 2.2477, grad_norm: 11.4803 2021-07-09 15:54:39,693 - mmaction - INFO - Epoch [142][680/3757] lr: 1.000e-04, eta: 9:53:37, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9522, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2742, loss: 2.2264, grad_norm: 11.5291 2021-07-09 15:55:00,934 - mmaction - INFO - Epoch [142][700/3757] lr: 1.000e-04, eta: 9:53:15, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9503, top1_acc: 0.6906, top5_acc: 0.8758, loss_cls: 1.2625, loss: 2.2128, grad_norm: 11.4098 2021-07-09 15:55:21,969 - mmaction - INFO - Epoch [142][720/3757] lr: 1.000e-04, eta: 9:52:54, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9705, top1_acc: 0.6648, top5_acc: 0.8688, loss_cls: 1.2880, loss: 2.2584, grad_norm: 11.6359 2021-07-09 15:55:43,135 - mmaction - INFO - Epoch [142][740/3757] lr: 1.000e-04, eta: 9:52:32, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9914, top1_acc: 0.6789, top5_acc: 0.8531, loss_cls: 1.3227, loss: 2.3141, grad_norm: 11.5317 2021-07-09 15:56:04,234 - mmaction - INFO - Epoch [142][760/3757] lr: 1.000e-04, eta: 9:52:11, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9625, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3577, loss: 2.3202, grad_norm: 11.8200 2021-07-09 15:56:25,224 - mmaction - INFO - Epoch [142][780/3757] lr: 1.000e-04, eta: 9:51:49, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9503, top1_acc: 0.6930, top5_acc: 0.8695, loss_cls: 1.2626, loss: 2.2130, grad_norm: 11.6016 2021-07-09 15:56:46,438 - mmaction - INFO - Epoch [142][800/3757] lr: 1.000e-04, eta: 9:51:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9554, top1_acc: 0.6977, top5_acc: 0.8586, loss_cls: 1.3145, loss: 2.2699, grad_norm: 11.8776 2021-07-09 15:57:07,632 - mmaction - INFO - Epoch [142][820/3757] lr: 1.000e-04, eta: 9:51:06, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6789, top5_acc: 0.8609, loss_cls: 1.2975, loss: 2.2647, grad_norm: 11.3300 2021-07-09 15:57:29,929 - mmaction - INFO - Epoch [142][840/3757] lr: 1.000e-04, eta: 9:50:45, time: 1.116, data_time: 0.066, memory: 6921, loss_aux: 0.9174, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2366, loss: 2.1540, grad_norm: 11.1712 2021-07-09 15:57:50,841 - mmaction - INFO - Epoch [142][860/3757] lr: 1.000e-04, eta: 9:50:23, time: 1.045, data_time: 0.001, memory: 6921, loss_aux: 0.9544, top1_acc: 0.6813, top5_acc: 0.8641, loss_cls: 1.3090, loss: 2.2633, grad_norm: 11.5799 2021-07-09 15:58:12,121 - mmaction - INFO - Epoch [142][880/3757] lr: 1.000e-04, eta: 9:50:02, time: 1.063, data_time: 0.001, memory: 6921, loss_aux: 0.9461, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2888, loss: 2.2349, grad_norm: 11.5973 2021-07-09 15:58:33,201 - mmaction - INFO - Epoch [142][900/3757] lr: 1.000e-04, eta: 9:49:40, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9336, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2474, loss: 2.1811, grad_norm: 11.7540 2021-07-09 15:58:54,307 - mmaction - INFO - Epoch [142][920/3757] lr: 1.000e-04, eta: 9:49:19, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9252, top1_acc: 0.7141, top5_acc: 0.8750, loss_cls: 1.2150, loss: 2.1402, grad_norm: 11.1377 2021-07-09 15:59:15,337 - mmaction - INFO - Epoch [142][940/3757] lr: 1.000e-04, eta: 9:48:57, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9767, top1_acc: 0.7047, top5_acc: 0.8500, loss_cls: 1.2904, loss: 2.2671, grad_norm: 11.2076 2021-07-09 15:59:36,455 - mmaction - INFO - Epoch [142][960/3757] lr: 1.000e-04, eta: 9:48:35, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9253, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.2562, loss: 2.1816, grad_norm: 11.3639 2021-07-09 15:59:57,644 - mmaction - INFO - Epoch [142][980/3757] lr: 1.000e-04, eta: 9:48:14, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9291, top1_acc: 0.6922, top5_acc: 0.8508, loss_cls: 1.2835, loss: 2.2126, grad_norm: 11.2849 2021-07-09 16:00:19,325 - mmaction - INFO - Epoch [142][1000/3757] lr: 1.000e-04, eta: 9:47:52, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 0.9505, top1_acc: 0.7008, top5_acc: 0.8594, loss_cls: 1.2923, loss: 2.2428, grad_norm: 11.6281 2021-07-09 16:00:41,085 - mmaction - INFO - Epoch [142][1020/3757] lr: 1.000e-04, eta: 9:47:31, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 0.9589, top1_acc: 0.6727, top5_acc: 0.8695, loss_cls: 1.3152, loss: 2.2742, grad_norm: 11.7889 2021-07-09 16:01:02,333 - mmaction - INFO - Epoch [142][1040/3757] lr: 1.000e-04, eta: 9:47:09, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9330, top1_acc: 0.7063, top5_acc: 0.8586, loss_cls: 1.2567, loss: 2.1897, grad_norm: 11.2209 2021-07-09 16:01:23,714 - mmaction - INFO - Epoch [142][1060/3757] lr: 1.000e-04, eta: 9:46:48, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 0.9104, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2203, loss: 2.1307, grad_norm: 11.4731 2021-07-09 16:01:45,084 - mmaction - INFO - Epoch [142][1080/3757] lr: 1.000e-04, eta: 9:46:26, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9218, top1_acc: 0.7242, top5_acc: 0.8688, loss_cls: 1.2281, loss: 2.1499, grad_norm: 10.9047 2021-07-09 16:02:06,083 - mmaction - INFO - Epoch [142][1100/3757] lr: 1.000e-04, eta: 9:46:05, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9162, top1_acc: 0.6977, top5_acc: 0.8625, loss_cls: 1.2326, loss: 2.1489, grad_norm: 10.9625 2021-07-09 16:02:27,045 - mmaction - INFO - Epoch [142][1120/3757] lr: 1.000e-04, eta: 9:45:43, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9200, top1_acc: 0.7141, top5_acc: 0.8734, loss_cls: 1.2236, loss: 2.1436, grad_norm: 11.2244 2021-07-09 16:02:48,165 - mmaction - INFO - Epoch [142][1140/3757] lr: 1.000e-04, eta: 9:45:22, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6758, top5_acc: 0.8664, loss_cls: 1.2890, loss: 2.2450, grad_norm: 11.7469 2021-07-09 16:03:09,716 - mmaction - INFO - Epoch [142][1160/3757] lr: 1.000e-04, eta: 9:45:00, time: 1.078, data_time: 0.021, memory: 6921, loss_aux: 0.9193, top1_acc: 0.7094, top5_acc: 0.8641, loss_cls: 1.2103, loss: 2.1296, grad_norm: 10.8079 2021-07-09 16:03:31,000 - mmaction - INFO - Epoch [142][1180/3757] lr: 1.000e-04, eta: 9:44:39, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3311, loss: 2.3179, grad_norm: 11.4285 2021-07-09 16:03:52,256 - mmaction - INFO - Epoch [142][1200/3757] lr: 1.000e-04, eta: 9:44:17, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6984, top5_acc: 0.8586, loss_cls: 1.3059, loss: 2.2755, grad_norm: 11.5644 2021-07-09 16:04:13,149 - mmaction - INFO - Epoch [142][1220/3757] lr: 1.000e-04, eta: 9:43:56, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9362, top1_acc: 0.6836, top5_acc: 0.8617, loss_cls: 1.2731, loss: 2.2093, grad_norm: 11.5521 2021-07-09 16:04:34,735 - mmaction - INFO - Epoch [142][1240/3757] lr: 1.000e-04, eta: 9:43:34, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 0.9227, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2207, loss: 2.1434, grad_norm: 11.2063 2021-07-09 16:04:55,954 - mmaction - INFO - Epoch [142][1260/3757] lr: 1.000e-04, eta: 9:43:13, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9473, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2393, loss: 2.1866, grad_norm: 11.6054 2021-07-09 16:05:17,188 - mmaction - INFO - Epoch [142][1280/3757] lr: 1.000e-04, eta: 9:42:51, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6758, top5_acc: 0.8461, loss_cls: 1.3876, loss: 2.3697, grad_norm: 11.6588 2021-07-09 16:05:38,425 - mmaction - INFO - Epoch [142][1300/3757] lr: 1.000e-04, eta: 9:42:30, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9201, top1_acc: 0.6984, top5_acc: 0.8625, loss_cls: 1.2526, loss: 2.1727, grad_norm: 11.5343 2021-07-09 16:05:59,450 - mmaction - INFO - Epoch [142][1320/3757] lr: 1.000e-04, eta: 9:42:08, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9514, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2992, loss: 2.2506, grad_norm: 11.3566 2021-07-09 16:06:20,470 - mmaction - INFO - Epoch [142][1340/3757] lr: 1.000e-04, eta: 9:41:47, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9517, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2728, loss: 2.2246, grad_norm: 11.5384 2021-07-09 16:06:41,677 - mmaction - INFO - Epoch [142][1360/3757] lr: 1.000e-04, eta: 9:41:25, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6937, top5_acc: 0.8547, loss_cls: 1.2941, loss: 2.2662, grad_norm: 11.7081 2021-07-09 16:07:02,677 - mmaction - INFO - Epoch [142][1380/3757] lr: 1.000e-04, eta: 9:41:04, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9225, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.2022, loss: 2.1247, grad_norm: 11.2409 2021-07-09 16:07:23,697 - mmaction - INFO - Epoch [142][1400/3757] lr: 1.000e-04, eta: 9:40:42, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.8846, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.1863, loss: 2.0709, grad_norm: 11.3058 2021-07-09 16:07:44,869 - mmaction - INFO - Epoch [142][1420/3757] lr: 1.000e-04, eta: 9:40:21, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9919, top1_acc: 0.6742, top5_acc: 0.8367, loss_cls: 1.3756, loss: 2.3676, grad_norm: 12.0268 2021-07-09 16:08:06,445 - mmaction - INFO - Epoch [142][1440/3757] lr: 1.000e-04, eta: 9:39:59, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9908, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.3200, loss: 2.3108, grad_norm: 11.7598 2021-07-09 16:08:27,556 - mmaction - INFO - Epoch [142][1460/3757] lr: 1.000e-04, eta: 9:39:38, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9649, top1_acc: 0.6805, top5_acc: 0.8648, loss_cls: 1.2687, loss: 2.2335, grad_norm: 11.7018 2021-07-09 16:08:48,722 - mmaction - INFO - Epoch [142][1480/3757] lr: 1.000e-04, eta: 9:39:16, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9368, top1_acc: 0.6937, top5_acc: 0.8758, loss_cls: 1.2325, loss: 2.1693, grad_norm: 11.4068 2021-07-09 16:09:09,974 - mmaction - INFO - Epoch [142][1500/3757] lr: 1.000e-04, eta: 9:38:55, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9273, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.3062, loss: 2.2335, grad_norm: 11.5267 2021-07-09 16:09:31,055 - mmaction - INFO - Epoch [142][1520/3757] lr: 1.000e-04, eta: 9:38:33, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6813, top5_acc: 0.8516, loss_cls: 1.2919, loss: 2.2645, grad_norm: 11.7048 2021-07-09 16:09:52,508 - mmaction - INFO - Epoch [142][1540/3757] lr: 1.000e-04, eta: 9:38:12, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 0.8974, top1_acc: 0.7180, top5_acc: 0.8703, loss_cls: 1.2418, loss: 2.1393, grad_norm: 11.4990 2021-07-09 16:10:14,560 - mmaction - INFO - Epoch [142][1560/3757] lr: 1.000e-04, eta: 9:37:50, time: 1.104, data_time: 0.005, memory: 6921, loss_aux: 0.9682, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3373, loss: 2.3056, grad_norm: 11.7044 2021-07-09 16:10:35,490 - mmaction - INFO - Epoch [142][1580/3757] lr: 1.000e-04, eta: 9:37:29, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9518, top1_acc: 0.7125, top5_acc: 0.8742, loss_cls: 1.2397, loss: 2.1915, grad_norm: 11.3469 2021-07-09 16:10:56,583 - mmaction - INFO - Epoch [142][1600/3757] lr: 1.000e-04, eta: 9:37:07, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9304, top1_acc: 0.7117, top5_acc: 0.8609, loss_cls: 1.2699, loss: 2.2003, grad_norm: 11.0685 2021-07-09 16:11:17,709 - mmaction - INFO - Epoch [142][1620/3757] lr: 1.000e-04, eta: 9:36:46, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9421, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3247, loss: 2.2668, grad_norm: 11.4701 2021-07-09 16:11:38,901 - mmaction - INFO - Epoch [142][1640/3757] lr: 1.000e-04, eta: 9:36:24, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9631, top1_acc: 0.6852, top5_acc: 0.8477, loss_cls: 1.3367, loss: 2.2998, grad_norm: 11.9919 2021-07-09 16:12:00,595 - mmaction - INFO - Epoch [142][1660/3757] lr: 1.000e-04, eta: 9:36:03, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 0.9601, top1_acc: 0.7008, top5_acc: 0.8766, loss_cls: 1.2538, loss: 2.2139, grad_norm: 11.7578 2021-07-09 16:12:22,138 - mmaction - INFO - Epoch [142][1680/3757] lr: 1.000e-04, eta: 9:35:41, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9736, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.4176, loss: 2.3912, grad_norm: 11.9107 2021-07-09 16:12:43,146 - mmaction - INFO - Epoch [142][1700/3757] lr: 1.000e-04, eta: 9:35:19, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9593, top1_acc: 0.6906, top5_acc: 0.8602, loss_cls: 1.3309, loss: 2.2902, grad_norm: 11.5869 2021-07-09 16:13:04,378 - mmaction - INFO - Epoch [142][1720/3757] lr: 1.000e-04, eta: 9:34:58, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9142, top1_acc: 0.6984, top5_acc: 0.8602, loss_cls: 1.2252, loss: 2.1394, grad_norm: 11.7493 2021-07-09 16:13:25,283 - mmaction - INFO - Epoch [142][1740/3757] lr: 1.000e-04, eta: 9:34:36, time: 1.045, data_time: 0.006, memory: 6921, loss_aux: 1.0015, top1_acc: 0.6953, top5_acc: 0.8445, loss_cls: 1.3426, loss: 2.3440, grad_norm: 11.6545 2021-07-09 16:13:46,849 - mmaction - INFO - Epoch [142][1760/3757] lr: 1.000e-04, eta: 9:34:15, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6773, top5_acc: 0.8672, loss_cls: 1.3187, loss: 2.3033, grad_norm: 11.7846 2021-07-09 16:14:07,894 - mmaction - INFO - Epoch [142][1780/3757] lr: 1.000e-04, eta: 9:33:53, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9722, top1_acc: 0.7008, top5_acc: 0.8602, loss_cls: 1.2745, loss: 2.2466, grad_norm: 11.6529 2021-07-09 16:14:29,035 - mmaction - INFO - Epoch [142][1800/3757] lr: 1.000e-04, eta: 9:33:32, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9407, top1_acc: 0.6836, top5_acc: 0.8773, loss_cls: 1.2773, loss: 2.2179, grad_norm: 11.4145 2021-07-09 16:14:50,075 - mmaction - INFO - Epoch [142][1820/3757] lr: 1.000e-04, eta: 9:33:10, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9784, top1_acc: 0.6734, top5_acc: 0.8516, loss_cls: 1.3289, loss: 2.3073, grad_norm: 11.6769 2021-07-09 16:15:12,794 - mmaction - INFO - Epoch [142][1840/3757] lr: 1.000e-04, eta: 9:32:49, time: 1.135, data_time: 0.001, memory: 6921, loss_aux: 0.9393, top1_acc: 0.7000, top5_acc: 0.8633, loss_cls: 1.2705, loss: 2.2098, grad_norm: 11.4796 2021-07-09 16:15:33,792 - mmaction - INFO - Epoch [142][1860/3757] lr: 1.000e-04, eta: 9:32:27, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9352, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2626, loss: 2.1978, grad_norm: 11.5048 2021-07-09 16:15:54,909 - mmaction - INFO - Epoch [142][1880/3757] lr: 1.000e-04, eta: 9:32:06, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9372, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.2841, loss: 2.2214, grad_norm: 11.4067 2021-07-09 16:16:16,006 - mmaction - INFO - Epoch [142][1900/3757] lr: 1.000e-04, eta: 9:31:44, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9643, top1_acc: 0.6859, top5_acc: 0.8484, loss_cls: 1.3485, loss: 2.3128, grad_norm: 11.9892 2021-07-09 16:16:37,012 - mmaction - INFO - Epoch [142][1920/3757] lr: 1.000e-04, eta: 9:31:23, time: 1.049, data_time: 0.001, memory: 6921, loss_aux: 0.9346, top1_acc: 0.7086, top5_acc: 0.8633, loss_cls: 1.2655, loss: 2.2002, grad_norm: 10.9658 2021-07-09 16:16:58,210 - mmaction - INFO - Epoch [142][1940/3757] lr: 1.000e-04, eta: 9:31:01, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9263, top1_acc: 0.7094, top5_acc: 0.8773, loss_cls: 1.2078, loss: 2.1341, grad_norm: 11.3165 2021-07-09 16:17:19,596 - mmaction - INFO - Epoch [142][1960/3757] lr: 1.000e-04, eta: 9:30:40, time: 1.070, data_time: 0.024, memory: 6921, loss_aux: 0.9174, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.2370, loss: 2.1543, grad_norm: 11.2203 2021-07-09 16:17:41,014 - mmaction - INFO - Epoch [142][1980/3757] lr: 1.000e-04, eta: 9:30:18, time: 1.071, data_time: 0.007, memory: 6921, loss_aux: 0.9683, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.2994, loss: 2.2678, grad_norm: 11.5871 2021-07-09 16:18:02,091 - mmaction - INFO - Epoch [142][2000/3757] lr: 1.000e-04, eta: 9:29:57, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9448, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.2087, loss: 2.1534, grad_norm: 10.9597 2021-07-09 16:18:23,808 - mmaction - INFO - Epoch [142][2020/3757] lr: 1.000e-04, eta: 9:29:35, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9654, top1_acc: 0.6828, top5_acc: 0.8539, loss_cls: 1.3409, loss: 2.3064, grad_norm: 11.5475 2021-07-09 16:18:44,634 - mmaction - INFO - Epoch [142][2040/3757] lr: 1.000e-04, eta: 9:29:14, time: 1.040, data_time: 0.004, memory: 6921, loss_aux: 0.9566, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3080, loss: 2.2647, grad_norm: 11.9941 2021-07-09 16:19:05,935 - mmaction - INFO - Epoch [142][2060/3757] lr: 1.000e-04, eta: 9:28:52, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9926, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3539, loss: 2.3465, grad_norm: 11.7077 2021-07-09 16:19:26,777 - mmaction - INFO - Epoch [142][2080/3757] lr: 1.000e-04, eta: 9:28:31, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9031, top1_acc: 0.7203, top5_acc: 0.8656, loss_cls: 1.2103, loss: 2.1134, grad_norm: 11.4087 2021-07-09 16:19:47,850 - mmaction - INFO - Epoch [142][2100/3757] lr: 1.000e-04, eta: 9:28:09, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9627, top1_acc: 0.7141, top5_acc: 0.8695, loss_cls: 1.2419, loss: 2.2047, grad_norm: 11.4316 2021-07-09 16:20:09,045 - mmaction - INFO - Epoch [142][2120/3757] lr: 1.000e-04, eta: 9:27:48, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9316, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2093, loss: 2.1410, grad_norm: 11.1813 2021-07-09 16:20:30,398 - mmaction - INFO - Epoch [142][2140/3757] lr: 1.000e-04, eta: 9:27:26, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9383, top1_acc: 0.6961, top5_acc: 0.8594, loss_cls: 1.2857, loss: 2.2240, grad_norm: 11.6036 2021-07-09 16:20:51,694 - mmaction - INFO - Epoch [142][2160/3757] lr: 1.000e-04, eta: 9:27:05, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9855, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.3158, loss: 2.3013, grad_norm: 11.8058 2021-07-09 16:21:12,879 - mmaction - INFO - Epoch [142][2180/3757] lr: 1.000e-04, eta: 9:26:43, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9408, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.2898, loss: 2.2306, grad_norm: 11.5375 2021-07-09 16:21:33,918 - mmaction - INFO - Epoch [142][2200/3757] lr: 1.000e-04, eta: 9:26:22, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9196, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2309, loss: 2.1505, grad_norm: 11.4042 2021-07-09 16:21:55,029 - mmaction - INFO - Epoch [142][2220/3757] lr: 1.000e-04, eta: 9:26:00, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6570, top5_acc: 0.8406, loss_cls: 1.4103, loss: 2.4190, grad_norm: 11.7798 2021-07-09 16:22:16,221 - mmaction - INFO - Epoch [142][2240/3757] lr: 1.000e-04, eta: 9:25:39, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9536, top1_acc: 0.6953, top5_acc: 0.8578, loss_cls: 1.3014, loss: 2.2550, grad_norm: 11.5621 2021-07-09 16:22:37,305 - mmaction - INFO - Epoch [142][2260/3757] lr: 1.000e-04, eta: 9:25:17, time: 1.056, data_time: 0.006, memory: 6921, loss_aux: 1.0069, top1_acc: 0.6781, top5_acc: 0.8516, loss_cls: 1.3588, loss: 2.3657, grad_norm: 12.0998 2021-07-09 16:22:58,576 - mmaction - INFO - Epoch [142][2280/3757] lr: 1.000e-04, eta: 9:24:56, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9870, top1_acc: 0.6758, top5_acc: 0.8508, loss_cls: 1.3869, loss: 2.3738, grad_norm: 11.9310 2021-07-09 16:23:19,622 - mmaction - INFO - Epoch [142][2300/3757] lr: 1.000e-04, eta: 9:24:34, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9495, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.3175, loss: 2.2670, grad_norm: 11.5336 2021-07-09 16:23:40,976 - mmaction - INFO - Epoch [142][2320/3757] lr: 1.000e-04, eta: 9:24:12, time: 1.067, data_time: 0.010, memory: 6921, loss_aux: 0.9248, top1_acc: 0.7047, top5_acc: 0.8562, loss_cls: 1.2718, loss: 2.1966, grad_norm: 11.3073 2021-07-09 16:24:02,368 - mmaction - INFO - Epoch [142][2340/3757] lr: 1.000e-04, eta: 9:23:51, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9932, top1_acc: 0.6750, top5_acc: 0.8633, loss_cls: 1.3267, loss: 2.3199, grad_norm: 11.9071 2021-07-09 16:24:23,672 - mmaction - INFO - Epoch [142][2360/3757] lr: 1.000e-04, eta: 9:23:29, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 0.9272, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2338, loss: 2.1611, grad_norm: 11.4169 2021-07-09 16:24:46,008 - mmaction - INFO - Epoch [142][2380/3757] lr: 1.000e-04, eta: 9:23:08, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 0.9282, top1_acc: 0.6930, top5_acc: 0.8773, loss_cls: 1.2126, loss: 2.1407, grad_norm: 11.4084 2021-07-09 16:25:07,141 - mmaction - INFO - Epoch [142][2400/3757] lr: 1.000e-04, eta: 9:22:47, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9241, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2607, loss: 2.1848, grad_norm: 11.7219 2021-07-09 16:25:28,307 - mmaction - INFO - Epoch [142][2420/3757] lr: 1.000e-04, eta: 9:22:25, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9520, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2658, loss: 2.2178, grad_norm: 11.2361 2021-07-09 16:25:49,579 - mmaction - INFO - Epoch [142][2440/3757] lr: 1.000e-04, eta: 9:22:03, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6906, top5_acc: 0.8734, loss_cls: 1.2766, loss: 2.2362, grad_norm: 11.5618 2021-07-09 16:26:11,017 - mmaction - INFO - Epoch [142][2460/3757] lr: 1.000e-04, eta: 9:21:42, time: 1.072, data_time: 0.006, memory: 6921, loss_aux: 0.9415, top1_acc: 0.6961, top5_acc: 0.8531, loss_cls: 1.2947, loss: 2.2363, grad_norm: 11.4640 2021-07-09 16:26:32,238 - mmaction - INFO - Epoch [142][2480/3757] lr: 1.000e-04, eta: 9:21:20, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9815, top1_acc: 0.6836, top5_acc: 0.8477, loss_cls: 1.3676, loss: 2.3491, grad_norm: 11.4878 2021-07-09 16:26:53,394 - mmaction - INFO - Epoch [142][2500/3757] lr: 1.000e-04, eta: 9:20:59, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9373, top1_acc: 0.6922, top5_acc: 0.8508, loss_cls: 1.3333, loss: 2.2706, grad_norm: 11.6613 2021-07-09 16:27:14,549 - mmaction - INFO - Epoch [142][2520/3757] lr: 1.000e-04, eta: 9:20:37, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9385, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2654, loss: 2.2039, grad_norm: 11.1348 2021-07-09 16:27:35,859 - mmaction - INFO - Epoch [142][2540/3757] lr: 1.000e-04, eta: 9:20:16, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3556, loss: 2.3311, grad_norm: 11.6790 2021-07-09 16:27:58,179 - mmaction - INFO - Epoch [142][2560/3757] lr: 1.000e-04, eta: 9:19:54, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 0.9198, top1_acc: 0.7172, top5_acc: 0.8742, loss_cls: 1.2058, loss: 2.1256, grad_norm: 11.1177 2021-07-09 16:28:19,223 - mmaction - INFO - Epoch [142][2580/3757] lr: 1.000e-04, eta: 9:19:33, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9335, top1_acc: 0.7211, top5_acc: 0.8711, loss_cls: 1.2127, loss: 2.1463, grad_norm: 11.2852 2021-07-09 16:28:40,961 - mmaction - INFO - Epoch [142][2600/3757] lr: 1.000e-04, eta: 9:19:11, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9453, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2892, loss: 2.2345, grad_norm: 11.5352 2021-07-09 16:29:01,961 - mmaction - INFO - Epoch [142][2620/3757] lr: 1.000e-04, eta: 9:18:50, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9182, top1_acc: 0.7047, top5_acc: 0.8570, loss_cls: 1.2559, loss: 2.1741, grad_norm: 11.2157 2021-07-09 16:29:23,115 - mmaction - INFO - Epoch [142][2640/3757] lr: 1.000e-04, eta: 9:18:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9491, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2880, loss: 2.2371, grad_norm: 11.6786 2021-07-09 16:29:45,465 - mmaction - INFO - Epoch [142][2660/3757] lr: 1.000e-04, eta: 9:18:07, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 0.9200, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.1870, loss: 2.1071, grad_norm: 11.0339 2021-07-09 16:30:06,381 - mmaction - INFO - Epoch [142][2680/3757] lr: 1.000e-04, eta: 9:17:45, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 0.9425, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.2894, loss: 2.2319, grad_norm: 11.8128 2021-07-09 16:30:27,525 - mmaction - INFO - Epoch [142][2700/3757] lr: 1.000e-04, eta: 9:17:24, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.8886, top1_acc: 0.7172, top5_acc: 0.8789, loss_cls: 1.1750, loss: 2.0636, grad_norm: 10.8101 2021-07-09 16:30:49,035 - mmaction - INFO - Epoch [142][2720/3757] lr: 1.000e-04, eta: 9:17:02, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9486, top1_acc: 0.6977, top5_acc: 0.8484, loss_cls: 1.3366, loss: 2.2851, grad_norm: 11.3965 2021-07-09 16:31:10,143 - mmaction - INFO - Epoch [142][2740/3757] lr: 1.000e-04, eta: 9:16:41, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9117, top1_acc: 0.7023, top5_acc: 0.8641, loss_cls: 1.1999, loss: 2.1116, grad_norm: 11.4596 2021-07-09 16:31:31,564 - mmaction - INFO - Epoch [142][2760/3757] lr: 1.000e-04, eta: 9:16:19, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 0.9238, top1_acc: 0.6992, top5_acc: 0.8508, loss_cls: 1.2766, loss: 2.2005, grad_norm: 11.1054 2021-07-09 16:31:53,286 - mmaction - INFO - Epoch [142][2780/3757] lr: 1.000e-04, eta: 9:15:58, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9603, top1_acc: 0.6898, top5_acc: 0.8570, loss_cls: 1.3023, loss: 2.2626, grad_norm: 11.5933 2021-07-09 16:32:15,193 - mmaction - INFO - Epoch [142][2800/3757] lr: 1.000e-04, eta: 9:15:36, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 0.9648, top1_acc: 0.6969, top5_acc: 0.8641, loss_cls: 1.2838, loss: 2.2487, grad_norm: 11.3631 2021-07-09 16:32:36,053 - mmaction - INFO - Epoch [142][2820/3757] lr: 1.000e-04, eta: 9:15:15, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3349, loss: 2.2971, grad_norm: 11.6809 2021-07-09 16:32:57,317 - mmaction - INFO - Epoch [142][2840/3757] lr: 1.000e-04, eta: 9:14:53, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6914, top5_acc: 0.8516, loss_cls: 1.3269, loss: 2.3075, grad_norm: 11.5696 2021-07-09 16:33:18,498 - mmaction - INFO - Epoch [142][2860/3757] lr: 1.000e-04, eta: 9:14:32, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9380, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2611, loss: 2.1991, grad_norm: 11.5537 2021-07-09 16:33:39,741 - mmaction - INFO - Epoch [142][2880/3757] lr: 1.000e-04, eta: 9:14:10, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9460, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2683, loss: 2.2143, grad_norm: 11.5790 2021-07-09 16:34:00,838 - mmaction - INFO - Epoch [142][2900/3757] lr: 1.000e-04, eta: 9:13:49, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.3099, loss: 2.2776, grad_norm: 11.8979 2021-07-09 16:34:21,999 - mmaction - INFO - Epoch [142][2920/3757] lr: 1.000e-04, eta: 9:13:27, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9490, top1_acc: 0.6977, top5_acc: 0.8594, loss_cls: 1.2786, loss: 2.2276, grad_norm: 11.3859 2021-07-09 16:34:43,277 - mmaction - INFO - Epoch [142][2940/3757] lr: 1.000e-04, eta: 9:13:06, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.8991, top1_acc: 0.7109, top5_acc: 0.8805, loss_cls: 1.1433, loss: 2.0424, grad_norm: 10.9684 2021-07-09 16:35:04,555 - mmaction - INFO - Epoch [142][2960/3757] lr: 1.000e-04, eta: 9:12:44, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9606, top1_acc: 0.6852, top5_acc: 0.8484, loss_cls: 1.3140, loss: 2.2745, grad_norm: 11.7784 2021-07-09 16:35:25,806 - mmaction - INFO - Epoch [142][2980/3757] lr: 1.000e-04, eta: 9:12:23, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9447, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.2682, loss: 2.2130, grad_norm: 11.5808 2021-07-09 16:35:46,881 - mmaction - INFO - Epoch [142][3000/3757] lr: 1.000e-04, eta: 9:12:01, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9793, top1_acc: 0.6836, top5_acc: 0.8531, loss_cls: 1.3179, loss: 2.2972, grad_norm: 11.8289 2021-07-09 16:36:08,198 - mmaction - INFO - Epoch [142][3020/3757] lr: 1.000e-04, eta: 9:11:40, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9459, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.2669, loss: 2.2128, grad_norm: 11.4942 2021-07-09 16:36:29,177 - mmaction - INFO - Epoch [142][3040/3757] lr: 1.000e-04, eta: 9:11:18, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9409, top1_acc: 0.6930, top5_acc: 0.8758, loss_cls: 1.2543, loss: 2.1952, grad_norm: 11.4688 2021-07-09 16:36:50,219 - mmaction - INFO - Epoch [142][3060/3757] lr: 1.000e-04, eta: 9:10:57, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.8390, top1_acc: 0.7336, top5_acc: 0.8750, loss_cls: 1.1112, loss: 1.9502, grad_norm: 10.3871 2021-07-09 16:37:11,739 - mmaction - INFO - Epoch [142][3080/3757] lr: 1.000e-04, eta: 9:10:35, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9184, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2176, loss: 2.1361, grad_norm: 11.1615 2021-07-09 16:37:32,816 - mmaction - INFO - Epoch [142][3100/3757] lr: 1.000e-04, eta: 9:10:14, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9274, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2328, loss: 2.1602, grad_norm: 11.4001 2021-07-09 16:37:54,107 - mmaction - INFO - Epoch [142][3120/3757] lr: 1.000e-04, eta: 9:09:52, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9114, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1803, loss: 2.0917, grad_norm: 11.3346 2021-07-09 16:38:15,178 - mmaction - INFO - Epoch [142][3140/3757] lr: 1.000e-04, eta: 9:09:31, time: 1.052, data_time: 0.006, memory: 6921, loss_aux: 0.9584, top1_acc: 0.6797, top5_acc: 0.8648, loss_cls: 1.2824, loss: 2.2409, grad_norm: 11.3368 2021-07-09 16:38:36,564 - mmaction - INFO - Epoch [142][3160/3757] lr: 1.000e-04, eta: 9:09:09, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9087, top1_acc: 0.7047, top5_acc: 0.8648, loss_cls: 1.2311, loss: 2.1399, grad_norm: 11.5355 2021-07-09 16:38:57,729 - mmaction - INFO - Epoch [142][3180/3757] lr: 1.000e-04, eta: 9:08:48, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9524, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.2913, loss: 2.2437, grad_norm: 11.4911 2021-07-09 16:39:18,952 - mmaction - INFO - Epoch [142][3200/3757] lr: 1.000e-04, eta: 9:08:26, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9819, top1_acc: 0.6883, top5_acc: 0.8508, loss_cls: 1.3228, loss: 2.3047, grad_norm: 11.7481 2021-07-09 16:39:40,157 - mmaction - INFO - Epoch [142][3220/3757] lr: 1.000e-04, eta: 9:08:05, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9282, top1_acc: 0.7188, top5_acc: 0.8688, loss_cls: 1.2377, loss: 2.1658, grad_norm: 11.3458 2021-07-09 16:40:01,264 - mmaction - INFO - Epoch [142][3240/3757] lr: 1.000e-04, eta: 9:07:43, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9532, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2665, loss: 2.2197, grad_norm: 11.4682 2021-07-09 16:40:22,717 - mmaction - INFO - Epoch [142][3260/3757] lr: 1.000e-04, eta: 9:07:22, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9267, top1_acc: 0.7055, top5_acc: 0.8594, loss_cls: 1.2381, loss: 2.1648, grad_norm: 11.5615 2021-07-09 16:40:44,595 - mmaction - INFO - Epoch [142][3280/3757] lr: 1.000e-04, eta: 9:07:00, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9858, top1_acc: 0.6602, top5_acc: 0.8508, loss_cls: 1.3751, loss: 2.3609, grad_norm: 11.8261 2021-07-09 16:41:06,046 - mmaction - INFO - Epoch [142][3300/3757] lr: 1.000e-04, eta: 9:06:39, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6594, top5_acc: 0.8508, loss_cls: 1.3608, loss: 2.3610, grad_norm: 11.7049 2021-07-09 16:41:27,132 - mmaction - INFO - Epoch [142][3320/3757] lr: 1.000e-04, eta: 9:06:17, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9621, top1_acc: 0.6891, top5_acc: 0.8711, loss_cls: 1.2875, loss: 2.2496, grad_norm: 11.6937 2021-07-09 16:41:48,504 - mmaction - INFO - Epoch [142][3340/3757] lr: 1.000e-04, eta: 9:05:56, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9525, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.2210, loss: 2.1735, grad_norm: 11.3349 2021-07-09 16:42:09,720 - mmaction - INFO - Epoch [142][3360/3757] lr: 1.000e-04, eta: 9:05:34, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.2522, loss: 2.2102, grad_norm: 11.5039 2021-07-09 16:42:31,666 - mmaction - INFO - Epoch [142][3380/3757] lr: 1.000e-04, eta: 9:05:13, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6766, top5_acc: 0.8555, loss_cls: 1.3433, loss: 2.3106, grad_norm: 11.7063 2021-07-09 16:42:53,228 - mmaction - INFO - Epoch [142][3400/3757] lr: 1.000e-04, eta: 9:04:51, time: 1.078, data_time: 0.002, memory: 6921, loss_aux: 0.9388, top1_acc: 0.7141, top5_acc: 0.8703, loss_cls: 1.2254, loss: 2.1642, grad_norm: 11.2687 2021-07-09 16:43:14,354 - mmaction - INFO - Epoch [142][3420/3757] lr: 1.000e-04, eta: 9:04:30, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9769, top1_acc: 0.6906, top5_acc: 0.8555, loss_cls: 1.2879, loss: 2.2648, grad_norm: 11.5281 2021-07-09 16:43:36,453 - mmaction - INFO - Epoch [142][3440/3757] lr: 1.000e-04, eta: 9:04:08, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 0.8931, top1_acc: 0.7117, top5_acc: 0.8727, loss_cls: 1.2014, loss: 2.0944, grad_norm: 10.8673 2021-07-09 16:43:57,412 - mmaction - INFO - Epoch [142][3460/3757] lr: 1.000e-04, eta: 9:03:47, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9265, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2523, loss: 2.1788, grad_norm: 11.5621 2021-07-09 16:44:18,355 - mmaction - INFO - Epoch [142][3480/3757] lr: 1.000e-04, eta: 9:03:25, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.8997, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.1978, loss: 2.0975, grad_norm: 11.7181 2021-07-09 16:44:39,851 - mmaction - INFO - Epoch [142][3500/3757] lr: 1.000e-04, eta: 9:03:04, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9698, top1_acc: 0.6797, top5_acc: 0.8617, loss_cls: 1.2996, loss: 2.2694, grad_norm: 11.5198 2021-07-09 16:45:01,113 - mmaction - INFO - Epoch [142][3520/3757] lr: 1.000e-04, eta: 9:02:42, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9352, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3060, loss: 2.2411, grad_norm: 11.5560 2021-07-09 16:45:22,257 - mmaction - INFO - Epoch [142][3540/3757] lr: 1.000e-04, eta: 9:02:20, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9007, top1_acc: 0.7156, top5_acc: 0.8734, loss_cls: 1.2115, loss: 2.1122, grad_norm: 11.4512 2021-07-09 16:45:43,841 - mmaction - INFO - Epoch [142][3560/3757] lr: 1.000e-04, eta: 9:01:59, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 0.9153, top1_acc: 0.7039, top5_acc: 0.8695, loss_cls: 1.2307, loss: 2.1460, grad_norm: 11.3421 2021-07-09 16:46:05,176 - mmaction - INFO - Epoch [142][3580/3757] lr: 1.000e-04, eta: 9:01:37, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3174, loss: 2.2855, grad_norm: 11.8177 2021-07-09 16:46:26,345 - mmaction - INFO - Epoch [142][3600/3757] lr: 1.000e-04, eta: 9:01:16, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9731, top1_acc: 0.6766, top5_acc: 0.8570, loss_cls: 1.3203, loss: 2.2933, grad_norm: 11.5442 2021-07-09 16:46:47,413 - mmaction - INFO - Epoch [142][3620/3757] lr: 1.000e-04, eta: 9:00:54, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9289, top1_acc: 0.7008, top5_acc: 0.8625, loss_cls: 1.2259, loss: 2.1548, grad_norm: 11.2614 2021-07-09 16:47:08,871 - mmaction - INFO - Epoch [142][3640/3757] lr: 1.000e-04, eta: 9:00:33, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6898, top5_acc: 0.8508, loss_cls: 1.3128, loss: 2.2688, grad_norm: 11.7328 2021-07-09 16:47:30,101 - mmaction - INFO - Epoch [142][3660/3757] lr: 1.000e-04, eta: 9:00:11, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.3034, loss: 2.2778, grad_norm: 11.7495 2021-07-09 16:47:51,300 - mmaction - INFO - Epoch [142][3680/3757] lr: 1.000e-04, eta: 8:59:50, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9524, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3149, loss: 2.2673, grad_norm: 11.5712 2021-07-09 16:48:12,317 - mmaction - INFO - Epoch [142][3700/3757] lr: 1.000e-04, eta: 8:59:28, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6656, top5_acc: 0.8539, loss_cls: 1.3538, loss: 2.3507, grad_norm: 11.7463 2021-07-09 16:48:34,215 - mmaction - INFO - Epoch [142][3720/3757] lr: 1.000e-04, eta: 8:59:07, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 0.9405, top1_acc: 0.7078, top5_acc: 0.8680, loss_cls: 1.2255, loss: 2.1660, grad_norm: 11.5334 2021-07-09 16:48:55,312 - mmaction - INFO - Epoch [142][3740/3757] lr: 1.000e-04, eta: 8:58:45, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9599, top1_acc: 0.7023, top5_acc: 0.8625, loss_cls: 1.2826, loss: 2.2425, grad_norm: 11.5067 2021-07-09 16:49:13,581 - mmaction - INFO - Saving checkpoint at 142 epochs 2021-07-09 16:50:15,525 - mmaction - INFO - Epoch [143][20/3757] lr: 1.000e-04, eta: 8:58:07, time: 3.023, data_time: 1.963, memory: 6921, loss_aux: 0.9355, top1_acc: 0.7047, top5_acc: 0.8773, loss_cls: 1.2466, loss: 2.1821, grad_norm: 11.6656 2021-07-09 16:50:36,710 - mmaction - INFO - Epoch [143][40/3757] lr: 1.000e-04, eta: 8:57:45, time: 1.059, data_time: 0.021, memory: 6921, loss_aux: 0.9156, top1_acc: 0.7063, top5_acc: 0.8711, loss_cls: 1.2192, loss: 2.1348, grad_norm: 10.8348 2021-07-09 16:50:57,790 - mmaction - INFO - Epoch [143][60/3757] lr: 1.000e-04, eta: 8:57:24, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9412, top1_acc: 0.7047, top5_acc: 0.8680, loss_cls: 1.2421, loss: 2.1833, grad_norm: 11.4858 2021-07-09 16:51:19,178 - mmaction - INFO - Epoch [143][80/3757] lr: 1.000e-04, eta: 8:57:02, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9506, top1_acc: 0.6969, top5_acc: 0.8633, loss_cls: 1.2612, loss: 2.2118, grad_norm: 11.3978 2021-07-09 16:51:40,251 - mmaction - INFO - Epoch [143][100/3757] lr: 1.000e-04, eta: 8:56:41, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9299, top1_acc: 0.7078, top5_acc: 0.8609, loss_cls: 1.2734, loss: 2.2033, grad_norm: 11.2718 2021-07-09 16:52:01,245 - mmaction - INFO - Epoch [143][120/3757] lr: 1.000e-04, eta: 8:56:19, time: 1.048, data_time: 0.005, memory: 6921, loss_aux: 0.9501, top1_acc: 0.7086, top5_acc: 0.8625, loss_cls: 1.2694, loss: 2.2195, grad_norm: 11.5679 2021-07-09 16:52:22,351 - mmaction - INFO - Epoch [143][140/3757] lr: 1.000e-04, eta: 8:55:58, time: 1.058, data_time: 0.007, memory: 6921, loss_aux: 0.9155, top1_acc: 0.6930, top5_acc: 0.8805, loss_cls: 1.1805, loss: 2.0960, grad_norm: 11.3824 2021-07-09 16:52:43,385 - mmaction - INFO - Epoch [143][160/3757] lr: 1.000e-04, eta: 8:55:36, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 1.0402, top1_acc: 0.6734, top5_acc: 0.8406, loss_cls: 1.4219, loss: 2.4621, grad_norm: 12.1164 2021-07-09 16:53:05,588 - mmaction - INFO - Epoch [143][180/3757] lr: 1.000e-04, eta: 8:55:15, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 0.9315, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2209, loss: 2.1524, grad_norm: 11.7698 2021-07-09 16:53:26,824 - mmaction - INFO - Epoch [143][200/3757] lr: 1.000e-04, eta: 8:54:53, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9178, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2441, loss: 2.1619, grad_norm: 11.6859 2021-07-09 16:53:48,058 - mmaction - INFO - Epoch [143][220/3757] lr: 1.000e-04, eta: 8:54:32, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9412, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2566, loss: 2.1978, grad_norm: 11.3825 2021-07-09 16:54:09,117 - mmaction - INFO - Epoch [143][240/3757] lr: 1.000e-04, eta: 8:54:10, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9595, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2665, loss: 2.2260, grad_norm: 11.3631 2021-07-09 16:54:30,021 - mmaction - INFO - Epoch [143][260/3757] lr: 1.000e-04, eta: 8:53:49, time: 1.044, data_time: 0.002, memory: 6921, loss_aux: 0.9056, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.1742, loss: 2.0798, grad_norm: 11.3349 2021-07-09 16:54:51,063 - mmaction - INFO - Epoch [143][280/3757] lr: 1.000e-04, eta: 8:53:27, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9141, top1_acc: 0.6969, top5_acc: 0.8750, loss_cls: 1.2396, loss: 2.1537, grad_norm: 11.4766 2021-07-09 16:55:12,370 - mmaction - INFO - Epoch [143][300/3757] lr: 1.000e-04, eta: 8:53:06, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 1.0158, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3342, loss: 2.3500, grad_norm: 11.7947 2021-07-09 16:55:33,471 - mmaction - INFO - Epoch [143][320/3757] lr: 1.000e-04, eta: 8:52:44, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9689, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.2648, loss: 2.2337, grad_norm: 11.8420 2021-07-09 16:55:54,599 - mmaction - INFO - Epoch [143][340/3757] lr: 1.000e-04, eta: 8:52:23, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.8891, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.1585, loss: 2.0476, grad_norm: 11.0139 2021-07-09 16:56:15,718 - mmaction - INFO - Epoch [143][360/3757] lr: 1.000e-04, eta: 8:52:01, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9252, top1_acc: 0.7063, top5_acc: 0.8797, loss_cls: 1.1919, loss: 2.1172, grad_norm: 11.2707 2021-07-09 16:56:37,017 - mmaction - INFO - Epoch [143][380/3757] lr: 1.000e-04, eta: 8:51:40, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 1.0134, top1_acc: 0.6773, top5_acc: 0.8469, loss_cls: 1.3681, loss: 2.3815, grad_norm: 11.7997 2021-07-09 16:56:58,182 - mmaction - INFO - Epoch [143][400/3757] lr: 1.000e-04, eta: 8:51:18, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9909, top1_acc: 0.7047, top5_acc: 0.8594, loss_cls: 1.3129, loss: 2.3038, grad_norm: 11.7026 2021-07-09 16:57:19,718 - mmaction - INFO - Epoch [143][420/3757] lr: 1.000e-04, eta: 8:50:56, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 0.8848, top1_acc: 0.7258, top5_acc: 0.8664, loss_cls: 1.2089, loss: 2.0937, grad_norm: 11.3554 2021-07-09 16:57:41,539 - mmaction - INFO - Epoch [143][440/3757] lr: 1.000e-04, eta: 8:50:35, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 0.9253, top1_acc: 0.6930, top5_acc: 0.8742, loss_cls: 1.2366, loss: 2.1619, grad_norm: 11.6052 2021-07-09 16:58:02,590 - mmaction - INFO - Epoch [143][460/3757] lr: 1.000e-04, eta: 8:50:13, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9659, top1_acc: 0.7031, top5_acc: 0.8555, loss_cls: 1.2891, loss: 2.2550, grad_norm: 11.7159 2021-07-09 16:58:23,794 - mmaction - INFO - Epoch [143][480/3757] lr: 1.000e-04, eta: 8:49:52, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9933, top1_acc: 0.6680, top5_acc: 0.8469, loss_cls: 1.3872, loss: 2.3805, grad_norm: 11.9374 2021-07-09 16:58:44,863 - mmaction - INFO - Epoch [143][500/3757] lr: 1.000e-04, eta: 8:49:30, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9830, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3503, loss: 2.3333, grad_norm: 11.7999 2021-07-09 16:59:05,847 - mmaction - INFO - Epoch [143][520/3757] lr: 1.000e-04, eta: 8:49:09, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9005, top1_acc: 0.7117, top5_acc: 0.8797, loss_cls: 1.1873, loss: 2.0877, grad_norm: 11.1573 2021-07-09 16:59:26,917 - mmaction - INFO - Epoch [143][540/3757] lr: 1.000e-04, eta: 8:48:47, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 1.0357, top1_acc: 0.6711, top5_acc: 0.8586, loss_cls: 1.3704, loss: 2.4061, grad_norm: 12.0556 2021-07-09 16:59:48,051 - mmaction - INFO - Epoch [143][560/3757] lr: 1.000e-04, eta: 8:48:26, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6898, top5_acc: 0.8562, loss_cls: 1.3135, loss: 2.2785, grad_norm: 11.7643 2021-07-09 17:00:09,047 - mmaction - INFO - Epoch [143][580/3757] lr: 1.000e-04, eta: 8:48:04, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9234, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.2203, loss: 2.1437, grad_norm: 11.2227 2021-07-09 17:00:30,325 - mmaction - INFO - Epoch [143][600/3757] lr: 1.000e-04, eta: 8:47:43, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9668, top1_acc: 0.6750, top5_acc: 0.8547, loss_cls: 1.3245, loss: 2.2913, grad_norm: 11.8011 2021-07-09 17:00:53,098 - mmaction - INFO - Epoch [143][620/3757] lr: 1.000e-04, eta: 8:47:21, time: 1.138, data_time: 0.001, memory: 6921, loss_aux: 0.9525, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2771, loss: 2.2296, grad_norm: 11.5200 2021-07-09 17:01:14,208 - mmaction - INFO - Epoch [143][640/3757] lr: 1.000e-04, eta: 8:47:00, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9235, top1_acc: 0.7031, top5_acc: 0.8711, loss_cls: 1.2443, loss: 2.1678, grad_norm: 11.6932 2021-07-09 17:01:35,039 - mmaction - INFO - Epoch [143][660/3757] lr: 1.000e-04, eta: 8:46:38, time: 1.042, data_time: 0.004, memory: 6921, loss_aux: 0.9469, top1_acc: 0.6836, top5_acc: 0.8719, loss_cls: 1.2736, loss: 2.2205, grad_norm: 11.3622 2021-07-09 17:01:56,276 - mmaction - INFO - Epoch [143][680/3757] lr: 1.000e-04, eta: 8:46:17, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9590, top1_acc: 0.7016, top5_acc: 0.8539, loss_cls: 1.3014, loss: 2.2604, grad_norm: 11.7496 2021-07-09 17:02:17,577 - mmaction - INFO - Epoch [143][700/3757] lr: 1.000e-04, eta: 8:45:55, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9270, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.2046, loss: 2.1316, grad_norm: 11.4211 2021-07-09 17:02:38,847 - mmaction - INFO - Epoch [143][720/3757] lr: 1.000e-04, eta: 8:45:34, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9570, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2794, loss: 2.2364, grad_norm: 11.6539 2021-07-09 17:02:59,871 - mmaction - INFO - Epoch [143][740/3757] lr: 1.000e-04, eta: 8:45:12, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9543, top1_acc: 0.6937, top5_acc: 0.8594, loss_cls: 1.3177, loss: 2.2720, grad_norm: 11.6622 2021-07-09 17:03:21,335 - mmaction - INFO - Epoch [143][760/3757] lr: 1.000e-04, eta: 8:44:51, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9089, top1_acc: 0.7211, top5_acc: 0.8789, loss_cls: 1.1504, loss: 2.0593, grad_norm: 11.1408 2021-07-09 17:03:42,496 - mmaction - INFO - Epoch [143][780/3757] lr: 1.000e-04, eta: 8:44:29, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.8600, top1_acc: 0.7180, top5_acc: 0.8734, loss_cls: 1.1610, loss: 2.0210, grad_norm: 10.5893 2021-07-09 17:04:03,614 - mmaction - INFO - Epoch [143][800/3757] lr: 1.000e-04, eta: 8:44:08, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.8545, top1_acc: 0.7312, top5_acc: 0.8820, loss_cls: 1.1335, loss: 1.9880, grad_norm: 11.0945 2021-07-09 17:04:24,736 - mmaction - INFO - Epoch [143][820/3757] lr: 1.000e-04, eta: 8:43:46, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 0.9859, top1_acc: 0.6930, top5_acc: 0.8539, loss_cls: 1.3517, loss: 2.3376, grad_norm: 11.9411 2021-07-09 17:04:46,389 - mmaction - INFO - Epoch [143][840/3757] lr: 1.000e-04, eta: 8:43:25, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 0.9274, top1_acc: 0.7047, top5_acc: 0.8672, loss_cls: 1.2239, loss: 2.1513, grad_norm: 11.5205 2021-07-09 17:05:07,646 - mmaction - INFO - Epoch [143][860/3757] lr: 1.000e-04, eta: 8:43:03, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9772, top1_acc: 0.6961, top5_acc: 0.8469, loss_cls: 1.3161, loss: 2.2933, grad_norm: 11.5838 2021-07-09 17:05:29,006 - mmaction - INFO - Epoch [143][880/3757] lr: 1.000e-04, eta: 8:42:42, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9672, top1_acc: 0.6883, top5_acc: 0.8562, loss_cls: 1.3152, loss: 2.2824, grad_norm: 11.2261 2021-07-09 17:05:50,618 - mmaction - INFO - Epoch [143][900/3757] lr: 1.000e-04, eta: 8:42:20, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.9169, top1_acc: 0.7172, top5_acc: 0.8695, loss_cls: 1.1964, loss: 2.1133, grad_norm: 11.3864 2021-07-09 17:06:11,928 - mmaction - INFO - Epoch [143][920/3757] lr: 1.000e-04, eta: 8:41:59, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9217, top1_acc: 0.7102, top5_acc: 0.8688, loss_cls: 1.2105, loss: 2.1322, grad_norm: 11.2995 2021-07-09 17:06:32,953 - mmaction - INFO - Epoch [143][940/3757] lr: 1.000e-04, eta: 8:41:37, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9239, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2427, loss: 2.1666, grad_norm: 11.4474 2021-07-09 17:06:54,257 - mmaction - INFO - Epoch [143][960/3757] lr: 1.000e-04, eta: 8:41:16, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9719, top1_acc: 0.6852, top5_acc: 0.8633, loss_cls: 1.2895, loss: 2.2614, grad_norm: 11.6918 2021-07-09 17:07:15,466 - mmaction - INFO - Epoch [143][980/3757] lr: 1.000e-04, eta: 8:40:54, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9442, top1_acc: 0.7063, top5_acc: 0.8672, loss_cls: 1.2575, loss: 2.2017, grad_norm: 11.4046 2021-07-09 17:07:36,426 - mmaction - INFO - Epoch [143][1000/3757] lr: 1.000e-04, eta: 8:40:33, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9395, top1_acc: 0.6961, top5_acc: 0.8594, loss_cls: 1.2507, loss: 2.1902, grad_norm: 11.1261 2021-07-09 17:07:57,493 - mmaction - INFO - Epoch [143][1020/3757] lr: 1.000e-04, eta: 8:40:11, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9463, top1_acc: 0.7078, top5_acc: 0.8594, loss_cls: 1.2918, loss: 2.2381, grad_norm: 11.5543 2021-07-09 17:08:18,734 - mmaction - INFO - Epoch [143][1040/3757] lr: 1.000e-04, eta: 8:39:50, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9171, top1_acc: 0.7031, top5_acc: 0.8719, loss_cls: 1.2155, loss: 2.1326, grad_norm: 11.1892 2021-07-09 17:08:39,860 - mmaction - INFO - Epoch [143][1060/3757] lr: 1.000e-04, eta: 8:39:28, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9500, top1_acc: 0.6937, top5_acc: 0.8633, loss_cls: 1.2916, loss: 2.2417, grad_norm: 11.3922 2021-07-09 17:09:00,862 - mmaction - INFO - Epoch [143][1080/3757] lr: 1.000e-04, eta: 8:39:07, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9285, top1_acc: 0.7070, top5_acc: 0.8836, loss_cls: 1.1984, loss: 2.1269, grad_norm: 11.3161 2021-07-09 17:09:21,919 - mmaction - INFO - Epoch [143][1100/3757] lr: 1.000e-04, eta: 8:38:45, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9783, top1_acc: 0.6883, top5_acc: 0.8531, loss_cls: 1.3246, loss: 2.3029, grad_norm: 11.7503 2021-07-09 17:09:43,135 - mmaction - INFO - Epoch [143][1120/3757] lr: 1.000e-04, eta: 8:38:24, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9342, top1_acc: 0.6844, top5_acc: 0.8531, loss_cls: 1.3050, loss: 2.2392, grad_norm: 11.2109 2021-07-09 17:10:04,399 - mmaction - INFO - Epoch [143][1140/3757] lr: 1.000e-04, eta: 8:38:02, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9620, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3124, loss: 2.2744, grad_norm: 11.6111 2021-07-09 17:10:25,633 - mmaction - INFO - Epoch [143][1160/3757] lr: 1.000e-04, eta: 8:37:41, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9913, top1_acc: 0.6773, top5_acc: 0.8445, loss_cls: 1.3500, loss: 2.3413, grad_norm: 11.9921 2021-07-09 17:10:46,699 - mmaction - INFO - Epoch [143][1180/3757] lr: 1.000e-04, eta: 8:37:19, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9296, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2394, loss: 2.1690, grad_norm: 11.5912 2021-07-09 17:11:07,843 - mmaction - INFO - Epoch [143][1200/3757] lr: 1.000e-04, eta: 8:36:57, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9133, top1_acc: 0.7203, top5_acc: 0.8703, loss_cls: 1.1878, loss: 2.1011, grad_norm: 11.1407 2021-07-09 17:11:28,842 - mmaction - INFO - Epoch [143][1220/3757] lr: 1.000e-04, eta: 8:36:36, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9295, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2585, loss: 2.1881, grad_norm: 11.5279 2021-07-09 17:11:50,024 - mmaction - INFO - Epoch [143][1240/3757] lr: 1.000e-04, eta: 8:36:14, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9172, top1_acc: 0.7188, top5_acc: 0.8648, loss_cls: 1.2282, loss: 2.1455, grad_norm: 11.2406 2021-07-09 17:12:11,105 - mmaction - INFO - Epoch [143][1260/3757] lr: 1.000e-04, eta: 8:35:53, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9493, top1_acc: 0.6797, top5_acc: 0.8711, loss_cls: 1.2857, loss: 2.2350, grad_norm: 12.0097 2021-07-09 17:12:32,086 - mmaction - INFO - Epoch [143][1280/3757] lr: 1.000e-04, eta: 8:35:31, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9373, top1_acc: 0.6937, top5_acc: 0.8633, loss_cls: 1.2772, loss: 2.2145, grad_norm: 11.4739 2021-07-09 17:12:53,480 - mmaction - INFO - Epoch [143][1300/3757] lr: 1.000e-04, eta: 8:35:10, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 0.9381, top1_acc: 0.6891, top5_acc: 0.8562, loss_cls: 1.2624, loss: 2.2005, grad_norm: 11.6597 2021-07-09 17:13:14,811 - mmaction - INFO - Epoch [143][1320/3757] lr: 1.000e-04, eta: 8:34:48, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9750, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.3180, loss: 2.2930, grad_norm: 11.4923 2021-07-09 17:13:35,943 - mmaction - INFO - Epoch [143][1340/3757] lr: 1.000e-04, eta: 8:34:27, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9319, top1_acc: 0.6945, top5_acc: 0.8695, loss_cls: 1.2436, loss: 2.1755, grad_norm: 11.3394 2021-07-09 17:13:57,122 - mmaction - INFO - Epoch [143][1360/3757] lr: 1.000e-04, eta: 8:34:05, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9501, top1_acc: 0.6977, top5_acc: 0.8781, loss_cls: 1.2678, loss: 2.2179, grad_norm: 11.9008 2021-07-09 17:14:18,316 - mmaction - INFO - Epoch [143][1380/3757] lr: 1.000e-04, eta: 8:33:44, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9134, top1_acc: 0.7211, top5_acc: 0.8797, loss_cls: 1.1986, loss: 2.1120, grad_norm: 11.2041 2021-07-09 17:14:39,697 - mmaction - INFO - Epoch [143][1400/3757] lr: 1.000e-04, eta: 8:33:22, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9304, top1_acc: 0.6922, top5_acc: 0.8750, loss_cls: 1.2407, loss: 2.1711, grad_norm: 11.4079 2021-07-09 17:15:01,375 - mmaction - INFO - Epoch [143][1420/3757] lr: 1.000e-04, eta: 8:33:01, time: 1.083, data_time: 0.001, memory: 6921, loss_aux: 0.9039, top1_acc: 0.6984, top5_acc: 0.8648, loss_cls: 1.2668, loss: 2.1707, grad_norm: 11.4009 2021-07-09 17:15:22,420 - mmaction - INFO - Epoch [143][1440/3757] lr: 1.000e-04, eta: 8:32:39, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9099, top1_acc: 0.7055, top5_acc: 0.8688, loss_cls: 1.2367, loss: 2.1466, grad_norm: 11.4174 2021-07-09 17:15:43,644 - mmaction - INFO - Epoch [143][1460/3757] lr: 1.000e-04, eta: 8:32:18, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9259, top1_acc: 0.7102, top5_acc: 0.8750, loss_cls: 1.2258, loss: 2.1517, grad_norm: 11.3353 2021-07-09 17:16:05,251 - mmaction - INFO - Epoch [143][1480/3757] lr: 1.000e-04, eta: 8:31:56, time: 1.080, data_time: 0.027, memory: 6921, loss_aux: 0.9503, top1_acc: 0.6937, top5_acc: 0.8500, loss_cls: 1.2935, loss: 2.2438, grad_norm: 11.2471 2021-07-09 17:16:26,272 - mmaction - INFO - Epoch [143][1500/3757] lr: 1.000e-04, eta: 8:31:35, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9173, top1_acc: 0.7102, top5_acc: 0.8711, loss_cls: 1.2082, loss: 2.1255, grad_norm: 11.1805 2021-07-09 17:16:47,473 - mmaction - INFO - Epoch [143][1520/3757] lr: 1.000e-04, eta: 8:31:13, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 1.0192, top1_acc: 0.6828, top5_acc: 0.8477, loss_cls: 1.3835, loss: 2.4027, grad_norm: 11.8073 2021-07-09 17:17:08,700 - mmaction - INFO - Epoch [143][1540/3757] lr: 1.000e-04, eta: 8:30:52, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9618, top1_acc: 0.7102, top5_acc: 0.8516, loss_cls: 1.2636, loss: 2.2255, grad_norm: 11.2831 2021-07-09 17:17:29,818 - mmaction - INFO - Epoch [143][1560/3757] lr: 1.000e-04, eta: 8:30:30, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6867, top5_acc: 0.8617, loss_cls: 1.2751, loss: 2.2379, grad_norm: 11.7599 2021-07-09 17:17:50,892 - mmaction - INFO - Epoch [143][1580/3757] lr: 1.000e-04, eta: 8:30:09, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9577, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2539, loss: 2.2116, grad_norm: 11.5215 2021-07-09 17:18:11,985 - mmaction - INFO - Epoch [143][1600/3757] lr: 1.000e-04, eta: 8:29:47, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.3266, loss: 2.3157, grad_norm: 11.4580 2021-07-09 17:18:33,377 - mmaction - INFO - Epoch [143][1620/3757] lr: 1.000e-04, eta: 8:29:26, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9445, top1_acc: 0.7102, top5_acc: 0.8578, loss_cls: 1.2716, loss: 2.2161, grad_norm: 11.3142 2021-07-09 17:18:55,498 - mmaction - INFO - Epoch [143][1640/3757] lr: 1.000e-04, eta: 8:29:04, time: 1.107, data_time: 0.005, memory: 6921, loss_aux: 0.9413, top1_acc: 0.7008, top5_acc: 0.8602, loss_cls: 1.2394, loss: 2.1807, grad_norm: 11.4934 2021-07-09 17:19:16,416 - mmaction - INFO - Epoch [143][1660/3757] lr: 1.000e-04, eta: 8:28:43, time: 1.044, data_time: 0.004, memory: 6921, loss_aux: 0.9092, top1_acc: 0.7156, top5_acc: 0.8758, loss_cls: 1.1971, loss: 2.1063, grad_norm: 11.3412 2021-07-09 17:19:37,666 - mmaction - INFO - Epoch [143][1680/3757] lr: 1.000e-04, eta: 8:28:21, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9571, top1_acc: 0.6898, top5_acc: 0.8641, loss_cls: 1.2977, loss: 2.2548, grad_norm: 11.5803 2021-07-09 17:19:58,797 - mmaction - INFO - Epoch [143][1700/3757] lr: 1.000e-04, eta: 8:28:00, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 1.0004, top1_acc: 0.6656, top5_acc: 0.8602, loss_cls: 1.3697, loss: 2.3701, grad_norm: 12.1003 2021-07-09 17:20:19,925 - mmaction - INFO - Epoch [143][1720/3757] lr: 1.000e-04, eta: 8:27:38, time: 1.055, data_time: 0.001, memory: 6921, loss_aux: 0.9303, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.2516, loss: 2.1819, grad_norm: 11.3191 2021-07-09 17:20:41,064 - mmaction - INFO - Epoch [143][1740/3757] lr: 1.000e-04, eta: 8:27:17, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9841, top1_acc: 0.6773, top5_acc: 0.8391, loss_cls: 1.3302, loss: 2.3143, grad_norm: 11.7321 2021-07-09 17:21:02,194 - mmaction - INFO - Epoch [143][1760/3757] lr: 1.000e-04, eta: 8:26:55, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9428, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2420, loss: 2.1847, grad_norm: 11.5356 2021-07-09 17:21:23,134 - mmaction - INFO - Epoch [143][1780/3757] lr: 1.000e-04, eta: 8:26:34, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9644, top1_acc: 0.6789, top5_acc: 0.8680, loss_cls: 1.2639, loss: 2.2283, grad_norm: 11.6943 2021-07-09 17:21:45,035 - mmaction - INFO - Epoch [143][1800/3757] lr: 1.000e-04, eta: 8:26:12, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6922, top5_acc: 0.8688, loss_cls: 1.3108, loss: 2.2665, grad_norm: 11.6376 2021-07-09 17:22:06,090 - mmaction - INFO - Epoch [143][1820/3757] lr: 1.000e-04, eta: 8:25:51, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9789, top1_acc: 0.6734, top5_acc: 0.8570, loss_cls: 1.3192, loss: 2.2981, grad_norm: 12.0566 2021-07-09 17:22:27,305 - mmaction - INFO - Epoch [143][1840/3757] lr: 1.000e-04, eta: 8:25:29, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9248, top1_acc: 0.6953, top5_acc: 0.8602, loss_cls: 1.2851, loss: 2.2099, grad_norm: 11.4206 2021-07-09 17:22:48,879 - mmaction - INFO - Epoch [143][1860/3757] lr: 1.000e-04, eta: 8:25:08, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9501, top1_acc: 0.6727, top5_acc: 0.8688, loss_cls: 1.2591, loss: 2.2092, grad_norm: 11.9041 2021-07-09 17:23:10,174 - mmaction - INFO - Epoch [143][1880/3757] lr: 1.000e-04, eta: 8:24:46, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 1.0087, top1_acc: 0.6773, top5_acc: 0.8344, loss_cls: 1.3671, loss: 2.3757, grad_norm: 11.5384 2021-07-09 17:23:32,178 - mmaction - INFO - Epoch [143][1900/3757] lr: 1.000e-04, eta: 8:24:25, time: 1.101, data_time: 0.078, memory: 6921, loss_aux: 0.9234, top1_acc: 0.7039, top5_acc: 0.8773, loss_cls: 1.2349, loss: 2.1584, grad_norm: 11.5692 2021-07-09 17:23:53,085 - mmaction - INFO - Epoch [143][1920/3757] lr: 1.000e-04, eta: 8:24:03, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9071, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.1791, loss: 2.0862, grad_norm: 11.1701 2021-07-09 17:24:14,250 - mmaction - INFO - Epoch [143][1940/3757] lr: 1.000e-04, eta: 8:23:42, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9148, top1_acc: 0.7078, top5_acc: 0.8602, loss_cls: 1.2730, loss: 2.1878, grad_norm: 11.2673 2021-07-09 17:24:35,296 - mmaction - INFO - Epoch [143][1960/3757] lr: 1.000e-04, eta: 8:23:20, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9324, top1_acc: 0.6945, top5_acc: 0.8656, loss_cls: 1.2713, loss: 2.2037, grad_norm: 11.6505 2021-07-09 17:24:56,521 - mmaction - INFO - Epoch [143][1980/3757] lr: 1.000e-04, eta: 8:22:59, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9371, top1_acc: 0.6953, top5_acc: 0.8609, loss_cls: 1.2934, loss: 2.2305, grad_norm: 11.5826 2021-07-09 17:25:17,809 - mmaction - INFO - Epoch [143][2000/3757] lr: 1.000e-04, eta: 8:22:37, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9036, top1_acc: 0.6992, top5_acc: 0.8766, loss_cls: 1.2358, loss: 2.1395, grad_norm: 11.5540 2021-07-09 17:25:38,772 - mmaction - INFO - Epoch [143][2020/3757] lr: 1.000e-04, eta: 8:22:15, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 0.9587, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.3265, loss: 2.2852, grad_norm: 11.7096 2021-07-09 17:25:59,791 - mmaction - INFO - Epoch [143][2040/3757] lr: 1.000e-04, eta: 8:21:54, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9497, top1_acc: 0.6813, top5_acc: 0.8633, loss_cls: 1.2903, loss: 2.2400, grad_norm: 11.3598 2021-07-09 17:26:20,934 - mmaction - INFO - Epoch [143][2060/3757] lr: 1.000e-04, eta: 8:21:32, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9569, top1_acc: 0.6914, top5_acc: 0.8602, loss_cls: 1.2839, loss: 2.2408, grad_norm: 11.4124 2021-07-09 17:26:41,968 - mmaction - INFO - Epoch [143][2080/3757] lr: 1.000e-04, eta: 8:21:11, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9874, top1_acc: 0.6844, top5_acc: 0.8531, loss_cls: 1.3694, loss: 2.3568, grad_norm: 11.7726 2021-07-09 17:27:02,995 - mmaction - INFO - Epoch [143][2100/3757] lr: 1.000e-04, eta: 8:20:49, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9530, top1_acc: 0.6961, top5_acc: 0.8547, loss_cls: 1.2858, loss: 2.2389, grad_norm: 11.4902 2021-07-09 17:27:24,163 - mmaction - INFO - Epoch [143][2120/3757] lr: 1.000e-04, eta: 8:20:28, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.8905, top1_acc: 0.7195, top5_acc: 0.8797, loss_cls: 1.1664, loss: 2.0568, grad_norm: 11.1268 2021-07-09 17:27:45,144 - mmaction - INFO - Epoch [143][2140/3757] lr: 1.000e-04, eta: 8:20:06, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9953, top1_acc: 0.6648, top5_acc: 0.8594, loss_cls: 1.3509, loss: 2.3462, grad_norm: 11.5931 2021-07-09 17:28:06,238 - mmaction - INFO - Epoch [143][2160/3757] lr: 1.000e-04, eta: 8:19:45, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 0.9357, top1_acc: 0.7148, top5_acc: 0.8500, loss_cls: 1.2517, loss: 2.1874, grad_norm: 11.2957 2021-07-09 17:28:27,813 - mmaction - INFO - Epoch [143][2180/3757] lr: 1.000e-04, eta: 8:19:23, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.8586, top1_acc: 0.7164, top5_acc: 0.8812, loss_cls: 1.1740, loss: 2.0327, grad_norm: 11.0687 2021-07-09 17:28:48,935 - mmaction - INFO - Epoch [143][2200/3757] lr: 1.000e-04, eta: 8:19:02, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9838, top1_acc: 0.6766, top5_acc: 0.8531, loss_cls: 1.3424, loss: 2.3263, grad_norm: 11.9138 2021-07-09 17:29:10,833 - mmaction - INFO - Epoch [143][2220/3757] lr: 1.000e-04, eta: 8:18:40, time: 1.095, data_time: 0.002, memory: 6921, loss_aux: 0.9909, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.3596, loss: 2.3505, grad_norm: 12.1860 2021-07-09 17:29:31,863 - mmaction - INFO - Epoch [143][2240/3757] lr: 1.000e-04, eta: 8:18:19, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9412, top1_acc: 0.6977, top5_acc: 0.8625, loss_cls: 1.2694, loss: 2.2106, grad_norm: 11.2261 2021-07-09 17:29:52,935 - mmaction - INFO - Epoch [143][2260/3757] lr: 1.000e-04, eta: 8:17:57, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9623, top1_acc: 0.7125, top5_acc: 0.8586, loss_cls: 1.2476, loss: 2.2100, grad_norm: 11.4731 2021-07-09 17:30:14,495 - mmaction - INFO - Epoch [143][2280/3757] lr: 1.000e-04, eta: 8:17:36, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3155, loss: 2.2805, grad_norm: 11.7018 2021-07-09 17:30:35,571 - mmaction - INFO - Epoch [143][2300/3757] lr: 1.000e-04, eta: 8:17:14, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9494, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.2794, loss: 2.2288, grad_norm: 11.5782 2021-07-09 17:30:56,593 - mmaction - INFO - Epoch [143][2320/3757] lr: 1.000e-04, eta: 8:16:53, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9951, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3720, loss: 2.3670, grad_norm: 11.4718 2021-07-09 17:31:17,786 - mmaction - INFO - Epoch [143][2340/3757] lr: 1.000e-04, eta: 8:16:31, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9544, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2881, loss: 2.2424, grad_norm: 11.8395 2021-07-09 17:31:39,847 - mmaction - INFO - Epoch [143][2360/3757] lr: 1.000e-04, eta: 8:16:10, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 0.9307, top1_acc: 0.7172, top5_acc: 0.8727, loss_cls: 1.2095, loss: 2.1403, grad_norm: 11.1437 2021-07-09 17:32:01,081 - mmaction - INFO - Epoch [143][2380/3757] lr: 1.000e-04, eta: 8:15:48, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9720, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2577, loss: 2.2298, grad_norm: 11.4619 2021-07-09 17:32:21,985 - mmaction - INFO - Epoch [143][2400/3757] lr: 1.000e-04, eta: 8:15:27, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9628, top1_acc: 0.6898, top5_acc: 0.8781, loss_cls: 1.2678, loss: 2.2306, grad_norm: 11.5004 2021-07-09 17:32:43,111 - mmaction - INFO - Epoch [143][2420/3757] lr: 1.000e-04, eta: 8:15:05, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9480, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.2871, loss: 2.2351, grad_norm: 11.6281 2021-07-09 17:33:04,282 - mmaction - INFO - Epoch [143][2440/3757] lr: 1.000e-04, eta: 8:14:44, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9573, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.3189, loss: 2.2762, grad_norm: 11.5511 2021-07-09 17:33:25,545 - mmaction - INFO - Epoch [143][2460/3757] lr: 1.000e-04, eta: 8:14:22, time: 1.061, data_time: 0.013, memory: 6921, loss_aux: 0.9207, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2249, loss: 2.1456, grad_norm: 11.2066 2021-07-09 17:33:46,583 - mmaction - INFO - Epoch [143][2480/3757] lr: 1.000e-04, eta: 8:14:01, time: 1.053, data_time: 0.006, memory: 6921, loss_aux: 0.9184, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2192, loss: 2.1376, grad_norm: 11.2930 2021-07-09 17:34:07,648 - mmaction - INFO - Epoch [143][2500/3757] lr: 1.000e-04, eta: 8:13:39, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6687, top5_acc: 0.8672, loss_cls: 1.3188, loss: 2.2908, grad_norm: 12.1665 2021-07-09 17:34:28,716 - mmaction - INFO - Epoch [143][2520/3757] lr: 1.000e-04, eta: 8:13:18, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9424, top1_acc: 0.7164, top5_acc: 0.8711, loss_cls: 1.2385, loss: 2.1809, grad_norm: 11.3034 2021-07-09 17:34:49,973 - mmaction - INFO - Epoch [143][2540/3757] lr: 1.000e-04, eta: 8:12:56, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9508, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3076, loss: 2.2585, grad_norm: 11.1660 2021-07-09 17:35:11,086 - mmaction - INFO - Epoch [143][2560/3757] lr: 1.000e-04, eta: 8:12:35, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9129, top1_acc: 0.7008, top5_acc: 0.8695, loss_cls: 1.2296, loss: 2.1426, grad_norm: 11.0920 2021-07-09 17:35:32,176 - mmaction - INFO - Epoch [143][2580/3757] lr: 1.000e-04, eta: 8:12:13, time: 1.053, data_time: 0.005, memory: 6921, loss_aux: 0.9979, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.2922, loss: 2.2901, grad_norm: 11.6748 2021-07-09 17:35:54,384 - mmaction - INFO - Epoch [143][2600/3757] lr: 1.000e-04, eta: 8:11:52, time: 1.112, data_time: 0.007, memory: 6921, loss_aux: 0.9187, top1_acc: 0.6953, top5_acc: 0.8672, loss_cls: 1.2709, loss: 2.1896, grad_norm: 11.3721 2021-07-09 17:36:15,373 - mmaction - INFO - Epoch [143][2620/3757] lr: 1.000e-04, eta: 8:11:30, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9459, top1_acc: 0.6891, top5_acc: 0.8633, loss_cls: 1.2847, loss: 2.2306, grad_norm: 11.5775 2021-07-09 17:36:36,437 - mmaction - INFO - Epoch [143][2640/3757] lr: 1.000e-04, eta: 8:11:09, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9826, top1_acc: 0.6836, top5_acc: 0.8508, loss_cls: 1.3403, loss: 2.3229, grad_norm: 11.5999 2021-07-09 17:36:57,733 - mmaction - INFO - Epoch [143][2660/3757] lr: 1.000e-04, eta: 8:10:47, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9889, top1_acc: 0.6836, top5_acc: 0.8539, loss_cls: 1.3601, loss: 2.3490, grad_norm: 11.8690 2021-07-09 17:37:18,980 - mmaction - INFO - Epoch [143][2680/3757] lr: 1.000e-04, eta: 8:10:26, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9470, top1_acc: 0.6883, top5_acc: 0.8773, loss_cls: 1.2389, loss: 2.1859, grad_norm: 11.8953 2021-07-09 17:37:40,222 - mmaction - INFO - Epoch [143][2700/3757] lr: 1.000e-04, eta: 8:10:04, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9666, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2682, loss: 2.2348, grad_norm: 11.4483 2021-07-09 17:38:01,443 - mmaction - INFO - Epoch [143][2720/3757] lr: 1.000e-04, eta: 8:09:43, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9536, top1_acc: 0.6969, top5_acc: 0.8602, loss_cls: 1.2913, loss: 2.2449, grad_norm: 11.7100 2021-07-09 17:38:22,809 - mmaction - INFO - Epoch [143][2740/3757] lr: 1.000e-04, eta: 8:09:21, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9425, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.2530, loss: 2.1955, grad_norm: 11.6744 2021-07-09 17:38:44,027 - mmaction - INFO - Epoch [143][2760/3757] lr: 1.000e-04, eta: 8:09:00, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.8982, top1_acc: 0.7156, top5_acc: 0.8688, loss_cls: 1.2023, loss: 2.1005, grad_norm: 11.1602 2021-07-09 17:39:05,033 - mmaction - INFO - Epoch [143][2780/3757] lr: 1.000e-04, eta: 8:08:38, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9547, top1_acc: 0.6984, top5_acc: 0.8531, loss_cls: 1.2798, loss: 2.2345, grad_norm: 11.0661 2021-07-09 17:39:26,223 - mmaction - INFO - Epoch [143][2800/3757] lr: 1.000e-04, eta: 8:08:17, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9583, top1_acc: 0.6945, top5_acc: 0.8500, loss_cls: 1.2809, loss: 2.2392, grad_norm: 11.5162 2021-07-09 17:39:48,055 - mmaction - INFO - Epoch [143][2820/3757] lr: 1.000e-04, eta: 8:07:55, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 0.9558, top1_acc: 0.6930, top5_acc: 0.8602, loss_cls: 1.2542, loss: 2.2100, grad_norm: 11.5399 2021-07-09 17:40:09,211 - mmaction - INFO - Epoch [143][2840/3757] lr: 1.000e-04, eta: 8:07:34, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6805, top5_acc: 0.8516, loss_cls: 1.3079, loss: 2.2701, grad_norm: 11.7687 2021-07-09 17:40:30,370 - mmaction - INFO - Epoch [143][2860/3757] lr: 1.000e-04, eta: 8:07:12, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9359, top1_acc: 0.7102, top5_acc: 0.8633, loss_cls: 1.2625, loss: 2.1984, grad_norm: 11.2275 2021-07-09 17:40:51,501 - mmaction - INFO - Epoch [143][2880/3757] lr: 1.000e-04, eta: 8:06:50, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9642, top1_acc: 0.6945, top5_acc: 0.8711, loss_cls: 1.2775, loss: 2.2417, grad_norm: 11.8884 2021-07-09 17:41:12,841 - mmaction - INFO - Epoch [143][2900/3757] lr: 1.000e-04, eta: 8:06:29, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9509, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2919, loss: 2.2428, grad_norm: 11.6153 2021-07-09 17:41:34,095 - mmaction - INFO - Epoch [143][2920/3757] lr: 1.000e-04, eta: 8:06:07, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9428, top1_acc: 0.6953, top5_acc: 0.8547, loss_cls: 1.2938, loss: 2.2365, grad_norm: 11.5540 2021-07-09 17:41:55,302 - mmaction - INFO - Epoch [143][2940/3757] lr: 1.000e-04, eta: 8:05:46, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6875, top5_acc: 0.8531, loss_cls: 1.3102, loss: 2.2720, grad_norm: 11.3562 2021-07-09 17:42:16,252 - mmaction - INFO - Epoch [143][2960/3757] lr: 1.000e-04, eta: 8:05:24, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9873, top1_acc: 0.6727, top5_acc: 0.8570, loss_cls: 1.3759, loss: 2.3632, grad_norm: 12.3323 2021-07-09 17:42:37,631 - mmaction - INFO - Epoch [143][2980/3757] lr: 1.000e-04, eta: 8:05:03, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6883, top5_acc: 0.8641, loss_cls: 1.2960, loss: 2.2712, grad_norm: 11.4646 2021-07-09 17:42:59,557 - mmaction - INFO - Epoch [143][3000/3757] lr: 1.000e-04, eta: 8:04:41, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 0.9276, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2263, loss: 2.1539, grad_norm: 11.2273 2021-07-09 17:43:20,656 - mmaction - INFO - Epoch [143][3020/3757] lr: 1.000e-04, eta: 8:04:20, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.2979, loss: 2.2731, grad_norm: 11.2748 2021-07-09 17:43:42,490 - mmaction - INFO - Epoch [143][3040/3757] lr: 1.000e-04, eta: 8:03:58, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9698, top1_acc: 0.6805, top5_acc: 0.8469, loss_cls: 1.3136, loss: 2.2834, grad_norm: 11.7658 2021-07-09 17:44:03,767 - mmaction - INFO - Epoch [143][3060/3757] lr: 1.000e-04, eta: 8:03:37, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9318, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.2444, loss: 2.1762, grad_norm: 11.6726 2021-07-09 17:44:24,831 - mmaction - INFO - Epoch [143][3080/3757] lr: 1.000e-04, eta: 8:03:15, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9189, top1_acc: 0.7023, top5_acc: 0.8602, loss_cls: 1.2332, loss: 2.1520, grad_norm: 11.2731 2021-07-09 17:44:45,985 - mmaction - INFO - Epoch [143][3100/3757] lr: 1.000e-04, eta: 8:02:54, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 0.9455, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2873, loss: 2.2328, grad_norm: 11.2935 2021-07-09 17:45:07,067 - mmaction - INFO - Epoch [143][3120/3757] lr: 1.000e-04, eta: 8:02:32, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9346, top1_acc: 0.6797, top5_acc: 0.8688, loss_cls: 1.2941, loss: 2.2287, grad_norm: 11.4859 2021-07-09 17:45:28,185 - mmaction - INFO - Epoch [143][3140/3757] lr: 1.000e-04, eta: 8:02:11, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9493, top1_acc: 0.6992, top5_acc: 0.8734, loss_cls: 1.2609, loss: 2.2102, grad_norm: 11.5838 2021-07-09 17:45:49,427 - mmaction - INFO - Epoch [143][3160/3757] lr: 1.000e-04, eta: 8:01:49, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9032, top1_acc: 0.7086, top5_acc: 0.8789, loss_cls: 1.2077, loss: 2.1109, grad_norm: 11.3544 2021-07-09 17:46:10,622 - mmaction - INFO - Epoch [143][3180/3757] lr: 1.000e-04, eta: 8:01:28, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9428, top1_acc: 0.7242, top5_acc: 0.8734, loss_cls: 1.1962, loss: 2.1390, grad_norm: 11.2388 2021-07-09 17:46:32,599 - mmaction - INFO - Epoch [143][3200/3757] lr: 1.000e-04, eta: 8:01:06, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 0.9416, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2787, loss: 2.2204, grad_norm: 11.5743 2021-07-09 17:46:53,834 - mmaction - INFO - Epoch [143][3220/3757] lr: 1.000e-04, eta: 8:00:45, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3335, loss: 2.3138, grad_norm: 11.8472 2021-07-09 17:47:16,121 - mmaction - INFO - Epoch [143][3240/3757] lr: 1.000e-04, eta: 8:00:23, time: 1.115, data_time: 0.005, memory: 6921, loss_aux: 0.9658, top1_acc: 0.6891, top5_acc: 0.8625, loss_cls: 1.2937, loss: 2.2595, grad_norm: 11.9417 2021-07-09 17:47:37,028 - mmaction - INFO - Epoch [143][3260/3757] lr: 1.000e-04, eta: 8:00:02, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9742, top1_acc: 0.7039, top5_acc: 0.8594, loss_cls: 1.2835, loss: 2.2578, grad_norm: 11.4493 2021-07-09 17:47:58,231 - mmaction - INFO - Epoch [143][3280/3757] lr: 1.000e-04, eta: 7:59:40, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2773, loss: 2.2423, grad_norm: 11.4507 2021-07-09 17:48:19,298 - mmaction - INFO - Epoch [143][3300/3757] lr: 1.000e-04, eta: 7:59:19, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9202, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2043, loss: 2.1245, grad_norm: 11.5986 2021-07-09 17:48:40,515 - mmaction - INFO - Epoch [143][3320/3757] lr: 1.000e-04, eta: 7:58:57, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 1.0206, top1_acc: 0.6711, top5_acc: 0.8414, loss_cls: 1.3715, loss: 2.3920, grad_norm: 11.9060 2021-07-09 17:49:01,605 - mmaction - INFO - Epoch [143][3340/3757] lr: 1.000e-04, eta: 7:58:36, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9107, top1_acc: 0.7148, top5_acc: 0.8727, loss_cls: 1.2063, loss: 2.1170, grad_norm: 11.4567 2021-07-09 17:49:23,076 - mmaction - INFO - Epoch [143][3360/3757] lr: 1.000e-04, eta: 7:58:14, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9911, top1_acc: 0.7008, top5_acc: 0.8523, loss_cls: 1.2970, loss: 2.2881, grad_norm: 11.1947 2021-07-09 17:49:43,962 - mmaction - INFO - Epoch [143][3380/3757] lr: 1.000e-04, eta: 7:57:53, time: 1.045, data_time: 0.002, memory: 6921, loss_aux: 0.9535, top1_acc: 0.6820, top5_acc: 0.8656, loss_cls: 1.2796, loss: 2.2331, grad_norm: 11.8221 2021-07-09 17:50:05,368 - mmaction - INFO - Epoch [143][3400/3757] lr: 1.000e-04, eta: 7:57:31, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 0.9741, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3343, loss: 2.3084, grad_norm: 11.5460 2021-07-09 17:50:26,876 - mmaction - INFO - Epoch [143][3420/3757] lr: 1.000e-04, eta: 7:57:10, time: 1.075, data_time: 0.001, memory: 6921, loss_aux: 0.9136, top1_acc: 0.7141, top5_acc: 0.8812, loss_cls: 1.2030, loss: 2.1166, grad_norm: 11.7119 2021-07-09 17:50:48,865 - mmaction - INFO - Epoch [143][3440/3757] lr: 1.000e-04, eta: 7:56:48, time: 1.098, data_time: 0.001, memory: 6921, loss_aux: 1.0392, top1_acc: 0.6734, top5_acc: 0.8375, loss_cls: 1.4472, loss: 2.4864, grad_norm: 11.8406 2021-07-09 17:51:10,007 - mmaction - INFO - Epoch [143][3460/3757] lr: 1.000e-04, eta: 7:56:27, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.2959, loss: 2.2610, grad_norm: 11.8520 2021-07-09 17:51:31,154 - mmaction - INFO - Epoch [143][3480/3757] lr: 1.000e-04, eta: 7:56:05, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9302, top1_acc: 0.7109, top5_acc: 0.8633, loss_cls: 1.2848, loss: 2.2150, grad_norm: 11.1355 2021-07-09 17:51:52,343 - mmaction - INFO - Epoch [143][3500/3757] lr: 1.000e-04, eta: 7:55:44, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9893, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.2735, loss: 2.2628, grad_norm: 11.9002 2021-07-09 17:52:13,541 - mmaction - INFO - Epoch [143][3520/3757] lr: 1.000e-04, eta: 7:55:22, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.8819, top1_acc: 0.7141, top5_acc: 0.8961, loss_cls: 1.1146, loss: 1.9965, grad_norm: 11.2172 2021-07-09 17:52:35,620 - mmaction - INFO - Epoch [143][3540/3757] lr: 1.000e-04, eta: 7:55:01, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 0.9474, top1_acc: 0.7039, top5_acc: 0.8531, loss_cls: 1.2798, loss: 2.2271, grad_norm: 11.7383 2021-07-09 17:52:56,513 - mmaction - INFO - Epoch [143][3560/3757] lr: 1.000e-04, eta: 7:54:39, time: 1.044, data_time: 0.003, memory: 6921, loss_aux: 0.9508, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.2829, loss: 2.2337, grad_norm: 11.4202 2021-07-09 17:53:17,537 - mmaction - INFO - Epoch [143][3580/3757] lr: 1.000e-04, eta: 7:54:18, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9369, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2725, loss: 2.2094, grad_norm: 11.7184 2021-07-09 17:53:38,684 - mmaction - INFO - Epoch [143][3600/3757] lr: 1.000e-04, eta: 7:53:56, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.8980, top1_acc: 0.7195, top5_acc: 0.8758, loss_cls: 1.2047, loss: 2.1026, grad_norm: 11.2654 2021-07-09 17:54:00,464 - mmaction - INFO - Epoch [143][3620/3757] lr: 1.000e-04, eta: 7:53:35, time: 1.091, data_time: 0.044, memory: 6921, loss_aux: 0.8882, top1_acc: 0.7320, top5_acc: 0.8766, loss_cls: 1.2020, loss: 2.0902, grad_norm: 10.9868 2021-07-09 17:54:21,330 - mmaction - INFO - Epoch [143][3640/3757] lr: 1.000e-04, eta: 7:53:13, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 0.9537, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2620, loss: 2.2157, grad_norm: 11.7399 2021-07-09 17:54:42,455 - mmaction - INFO - Epoch [143][3660/3757] lr: 1.000e-04, eta: 7:52:52, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9327, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2313, loss: 2.1640, grad_norm: 11.5679 2021-07-09 17:55:03,405 - mmaction - INFO - Epoch [143][3680/3757] lr: 1.000e-04, eta: 7:52:30, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9065, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.2016, loss: 2.1081, grad_norm: 11.3517 2021-07-09 17:55:24,621 - mmaction - INFO - Epoch [143][3700/3757] lr: 1.000e-04, eta: 7:52:09, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9553, top1_acc: 0.6867, top5_acc: 0.8539, loss_cls: 1.3095, loss: 2.2648, grad_norm: 11.6765 2021-07-09 17:55:45,780 - mmaction - INFO - Epoch [143][3720/3757] lr: 1.000e-04, eta: 7:51:47, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9286, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2376, loss: 2.1661, grad_norm: 11.2633 2021-07-09 17:56:06,963 - mmaction - INFO - Epoch [143][3740/3757] lr: 1.000e-04, eta: 7:51:26, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9713, top1_acc: 0.6961, top5_acc: 0.8656, loss_cls: 1.2808, loss: 2.2521, grad_norm: 11.2655 2021-07-09 17:56:25,244 - mmaction - INFO - Saving checkpoint at 143 epochs 2021-07-09 17:57:27,233 - mmaction - INFO - Epoch [144][20/3757] lr: 1.000e-04, eta: 7:50:47, time: 3.026, data_time: 1.916, memory: 6921, loss_aux: 0.9680, top1_acc: 0.6805, top5_acc: 0.8531, loss_cls: 1.3210, loss: 2.2889, grad_norm: 11.5612 2021-07-09 17:57:49,604 - mmaction - INFO - Epoch [144][40/3757] lr: 1.000e-04, eta: 7:50:25, time: 1.117, data_time: 0.087, memory: 6921, loss_aux: 0.9444, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.3383, loss: 2.2828, grad_norm: 12.0180 2021-07-09 17:58:10,473 - mmaction - INFO - Epoch [144][60/3757] lr: 1.000e-04, eta: 7:50:04, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 0.9365, top1_acc: 0.6992, top5_acc: 0.8625, loss_cls: 1.2541, loss: 2.1907, grad_norm: 11.3700 2021-07-09 17:58:31,662 - mmaction - INFO - Epoch [144][80/3757] lr: 1.000e-04, eta: 7:49:42, time: 1.059, data_time: 0.009, memory: 6921, loss_aux: 0.9197, top1_acc: 0.7156, top5_acc: 0.8703, loss_cls: 1.2001, loss: 2.1198, grad_norm: 11.5333 2021-07-09 17:58:52,681 - mmaction - INFO - Epoch [144][100/3757] lr: 1.000e-04, eta: 7:49:21, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9469, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2872, loss: 2.2342, grad_norm: 11.5184 2021-07-09 17:59:14,544 - mmaction - INFO - Epoch [144][120/3757] lr: 1.000e-04, eta: 7:48:59, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9178, top1_acc: 0.7180, top5_acc: 0.8609, loss_cls: 1.2185, loss: 2.1363, grad_norm: 11.1219 2021-07-09 17:59:35,950 - mmaction - INFO - Epoch [144][140/3757] lr: 1.000e-04, eta: 7:48:38, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9078, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.1808, loss: 2.0886, grad_norm: 11.0889 2021-07-09 17:59:57,093 - mmaction - INFO - Epoch [144][160/3757] lr: 1.000e-04, eta: 7:48:16, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9211, top1_acc: 0.6906, top5_acc: 0.8609, loss_cls: 1.2665, loss: 2.1876, grad_norm: 11.6974 2021-07-09 18:00:18,236 - mmaction - INFO - Epoch [144][180/3757] lr: 1.000e-04, eta: 7:47:55, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.8992, top1_acc: 0.7320, top5_acc: 0.8852, loss_cls: 1.1291, loss: 2.0282, grad_norm: 10.7800 2021-07-09 18:00:39,288 - mmaction - INFO - Epoch [144][200/3757] lr: 1.000e-04, eta: 7:47:33, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9379, top1_acc: 0.7164, top5_acc: 0.8688, loss_cls: 1.2375, loss: 2.1754, grad_norm: 11.3070 2021-07-09 18:01:01,058 - mmaction - INFO - Epoch [144][220/3757] lr: 1.000e-04, eta: 7:47:12, time: 1.089, data_time: 0.005, memory: 6921, loss_aux: 0.9738, top1_acc: 0.6750, top5_acc: 0.8516, loss_cls: 1.3671, loss: 2.3409, grad_norm: 11.7666 2021-07-09 18:01:21,888 - mmaction - INFO - Epoch [144][240/3757] lr: 1.000e-04, eta: 7:46:50, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 0.9337, top1_acc: 0.6992, top5_acc: 0.8750, loss_cls: 1.2186, loss: 2.1523, grad_norm: 11.6888 2021-07-09 18:01:43,046 - mmaction - INFO - Epoch [144][260/3757] lr: 1.000e-04, eta: 7:46:29, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6805, top5_acc: 0.8438, loss_cls: 1.3775, loss: 2.3638, grad_norm: 11.5295 2021-07-09 18:02:04,173 - mmaction - INFO - Epoch [144][280/3757] lr: 1.000e-04, eta: 7:46:07, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9388, top1_acc: 0.7180, top5_acc: 0.8727, loss_cls: 1.2163, loss: 2.1551, grad_norm: 11.0881 2021-07-09 18:02:25,348 - mmaction - INFO - Epoch [144][300/3757] lr: 1.000e-04, eta: 7:45:46, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9792, top1_acc: 0.6852, top5_acc: 0.8516, loss_cls: 1.3355, loss: 2.3147, grad_norm: 11.3068 2021-07-09 18:02:47,048 - mmaction - INFO - Epoch [144][320/3757] lr: 1.000e-04, eta: 7:45:24, time: 1.086, data_time: 0.002, memory: 6921, loss_aux: 0.9390, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2789, loss: 2.2179, grad_norm: 11.6111 2021-07-09 18:03:08,411 - mmaction - INFO - Epoch [144][340/3757] lr: 1.000e-04, eta: 7:45:03, time: 1.067, data_time: 0.002, memory: 6921, loss_aux: 0.9396, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2642, loss: 2.2038, grad_norm: 11.7724 2021-07-09 18:03:29,301 - mmaction - INFO - Epoch [144][360/3757] lr: 1.000e-04, eta: 7:44:41, time: 1.044, data_time: 0.005, memory: 6921, loss_aux: 0.8949, top1_acc: 0.7133, top5_acc: 0.8734, loss_cls: 1.2112, loss: 2.1061, grad_norm: 11.2199 2021-07-09 18:03:50,649 - mmaction - INFO - Epoch [144][380/3757] lr: 1.000e-04, eta: 7:44:20, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 0.9584, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.2792, loss: 2.2376, grad_norm: 11.4797 2021-07-09 18:04:11,580 - mmaction - INFO - Epoch [144][400/3757] lr: 1.000e-04, eta: 7:43:58, time: 1.048, data_time: 0.006, memory: 6921, loss_aux: 0.9209, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.2101, loss: 2.1309, grad_norm: 11.4802 2021-07-09 18:04:32,742 - mmaction - INFO - Epoch [144][420/3757] lr: 1.000e-04, eta: 7:43:37, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9160, top1_acc: 0.7055, top5_acc: 0.8820, loss_cls: 1.2018, loss: 2.1177, grad_norm: 11.6467 2021-07-09 18:04:53,850 - mmaction - INFO - Epoch [144][440/3757] lr: 1.000e-04, eta: 7:43:15, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6602, top5_acc: 0.8578, loss_cls: 1.3857, loss: 2.3545, grad_norm: 11.7962 2021-07-09 18:05:15,740 - mmaction - INFO - Epoch [144][460/3757] lr: 1.000e-04, eta: 7:42:54, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9385, top1_acc: 0.6969, top5_acc: 0.8562, loss_cls: 1.2925, loss: 2.2309, grad_norm: 11.7780 2021-07-09 18:05:36,722 - mmaction - INFO - Epoch [144][480/3757] lr: 1.000e-04, eta: 7:42:32, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9652, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3167, loss: 2.2818, grad_norm: 11.7257 2021-07-09 18:05:57,796 - mmaction - INFO - Epoch [144][500/3757] lr: 1.000e-04, eta: 7:42:11, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9875, top1_acc: 0.6820, top5_acc: 0.8555, loss_cls: 1.3307, loss: 2.3181, grad_norm: 11.4981 2021-07-09 18:06:19,337 - mmaction - INFO - Epoch [144][520/3757] lr: 1.000e-04, eta: 7:41:49, time: 1.078, data_time: 0.017, memory: 6921, loss_aux: 0.9933, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3448, loss: 2.3381, grad_norm: 11.6017 2021-07-09 18:06:40,393 - mmaction - INFO - Epoch [144][540/3757] lr: 1.000e-04, eta: 7:41:28, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9670, top1_acc: 0.6969, top5_acc: 0.8578, loss_cls: 1.2894, loss: 2.2564, grad_norm: 11.9746 2021-07-09 18:07:02,090 - mmaction - INFO - Epoch [144][560/3757] lr: 1.000e-04, eta: 7:41:06, time: 1.085, data_time: 0.012, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6977, top5_acc: 0.8625, loss_cls: 1.3029, loss: 2.2575, grad_norm: 11.3835 2021-07-09 18:07:23,917 - mmaction - INFO - Epoch [144][580/3757] lr: 1.000e-04, eta: 7:40:45, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9707, top1_acc: 0.7023, top5_acc: 0.8539, loss_cls: 1.3102, loss: 2.2809, grad_norm: 11.6551 2021-07-09 18:07:44,915 - mmaction - INFO - Epoch [144][600/3757] lr: 1.000e-04, eta: 7:40:23, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9285, top1_acc: 0.7094, top5_acc: 0.8734, loss_cls: 1.2123, loss: 2.1409, grad_norm: 11.3848 2021-07-09 18:08:06,005 - mmaction - INFO - Epoch [144][620/3757] lr: 1.000e-04, eta: 7:40:02, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3303, loss: 2.3124, grad_norm: 11.8143 2021-07-09 18:08:27,204 - mmaction - INFO - Epoch [144][640/3757] lr: 1.000e-04, eta: 7:39:40, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9927, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.3214, loss: 2.3141, grad_norm: 11.7854 2021-07-09 18:08:47,961 - mmaction - INFO - Epoch [144][660/3757] lr: 1.000e-04, eta: 7:39:19, time: 1.037, data_time: 0.003, memory: 6921, loss_aux: 0.9364, top1_acc: 0.7234, top5_acc: 0.8797, loss_cls: 1.1994, loss: 2.1357, grad_norm: 11.3614 2021-07-09 18:09:09,421 - mmaction - INFO - Epoch [144][680/3757] lr: 1.000e-04, eta: 7:38:57, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9462, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3141, loss: 2.2603, grad_norm: 11.6978 2021-07-09 18:09:30,361 - mmaction - INFO - Epoch [144][700/3757] lr: 1.000e-04, eta: 7:38:36, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9306, top1_acc: 0.7195, top5_acc: 0.8727, loss_cls: 1.2057, loss: 2.1363, grad_norm: 11.1507 2021-07-09 18:09:52,846 - mmaction - INFO - Epoch [144][720/3757] lr: 1.000e-04, eta: 7:38:14, time: 1.125, data_time: 0.023, memory: 6921, loss_aux: 0.9871, top1_acc: 0.6891, top5_acc: 0.8562, loss_cls: 1.3363, loss: 2.3234, grad_norm: 11.8702 2021-07-09 18:10:13,657 - mmaction - INFO - Epoch [144][740/3757] lr: 1.000e-04, eta: 7:37:53, time: 1.039, data_time: 0.001, memory: 6921, loss_aux: 0.9563, top1_acc: 0.7055, top5_acc: 0.8656, loss_cls: 1.2434, loss: 2.1997, grad_norm: 11.2759 2021-07-09 18:10:34,650 - mmaction - INFO - Epoch [144][760/3757] lr: 1.000e-04, eta: 7:37:31, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9375, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2708, loss: 2.2083, grad_norm: 11.5012 2021-07-09 18:10:55,709 - mmaction - INFO - Epoch [144][780/3757] lr: 1.000e-04, eta: 7:37:10, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9513, top1_acc: 0.6937, top5_acc: 0.8656, loss_cls: 1.3017, loss: 2.2530, grad_norm: 11.5498 2021-07-09 18:11:16,782 - mmaction - INFO - Epoch [144][800/3757] lr: 1.000e-04, eta: 7:36:48, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6711, top5_acc: 0.8602, loss_cls: 1.3425, loss: 2.3428, grad_norm: 11.8348 2021-07-09 18:11:37,832 - mmaction - INFO - Epoch [144][820/3757] lr: 1.000e-04, eta: 7:36:27, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9860, top1_acc: 0.6719, top5_acc: 0.8461, loss_cls: 1.3549, loss: 2.3409, grad_norm: 11.8826 2021-07-09 18:11:58,892 - mmaction - INFO - Epoch [144][840/3757] lr: 1.000e-04, eta: 7:36:05, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9826, top1_acc: 0.6937, top5_acc: 0.8547, loss_cls: 1.2924, loss: 2.2750, grad_norm: 11.6018 2021-07-09 18:12:20,252 - mmaction - INFO - Epoch [144][860/3757] lr: 1.000e-04, eta: 7:35:43, time: 1.067, data_time: 0.020, memory: 6921, loss_aux: 0.9674, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.3236, loss: 2.2910, grad_norm: 11.6387 2021-07-09 18:12:41,319 - mmaction - INFO - Epoch [144][880/3757] lr: 1.000e-04, eta: 7:35:22, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6773, top5_acc: 0.8445, loss_cls: 1.3767, loss: 2.3547, grad_norm: 11.7166 2021-07-09 18:13:02,544 - mmaction - INFO - Epoch [144][900/3757] lr: 1.000e-04, eta: 7:35:00, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9288, top1_acc: 0.7008, top5_acc: 0.8617, loss_cls: 1.2370, loss: 2.1658, grad_norm: 11.2488 2021-07-09 18:13:23,661 - mmaction - INFO - Epoch [144][920/3757] lr: 1.000e-04, eta: 7:34:39, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 1.0168, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3616, loss: 2.3784, grad_norm: 12.0797 2021-07-09 18:13:44,614 - mmaction - INFO - Epoch [144][940/3757] lr: 1.000e-04, eta: 7:34:17, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9615, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.2759, loss: 2.2374, grad_norm: 11.6194 2021-07-09 18:14:06,976 - mmaction - INFO - Epoch [144][960/3757] lr: 1.000e-04, eta: 7:33:56, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 0.9107, top1_acc: 0.6937, top5_acc: 0.8742, loss_cls: 1.2464, loss: 2.1571, grad_norm: 11.5101 2021-07-09 18:14:27,949 - mmaction - INFO - Epoch [144][980/3757] lr: 1.000e-04, eta: 7:33:34, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 0.9445, top1_acc: 0.7039, top5_acc: 0.8648, loss_cls: 1.2724, loss: 2.2169, grad_norm: 11.4365 2021-07-09 18:14:48,812 - mmaction - INFO - Epoch [144][1000/3757] lr: 1.000e-04, eta: 7:33:13, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9479, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3153, loss: 2.2632, grad_norm: 11.8077 2021-07-09 18:15:10,207 - mmaction - INFO - Epoch [144][1020/3757] lr: 1.000e-04, eta: 7:32:51, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9542, top1_acc: 0.6984, top5_acc: 0.8602, loss_cls: 1.3147, loss: 2.2689, grad_norm: 11.8808 2021-07-09 18:15:31,212 - mmaction - INFO - Epoch [144][1040/3757] lr: 1.000e-04, eta: 7:32:30, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9353, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3023, loss: 2.2376, grad_norm: 11.6370 2021-07-09 18:15:52,364 - mmaction - INFO - Epoch [144][1060/3757] lr: 1.000e-04, eta: 7:32:08, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9278, top1_acc: 0.7016, top5_acc: 0.8828, loss_cls: 1.1829, loss: 2.1107, grad_norm: 11.6960 2021-07-09 18:16:13,480 - mmaction - INFO - Epoch [144][1080/3757] lr: 1.000e-04, eta: 7:31:47, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9374, top1_acc: 0.7023, top5_acc: 0.8648, loss_cls: 1.2434, loss: 2.1808, grad_norm: 11.0373 2021-07-09 18:16:35,656 - mmaction - INFO - Epoch [144][1100/3757] lr: 1.000e-04, eta: 7:31:25, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 0.9089, top1_acc: 0.7047, top5_acc: 0.8727, loss_cls: 1.2040, loss: 2.1129, grad_norm: 11.5045 2021-07-09 18:16:56,588 - mmaction - INFO - Epoch [144][1120/3757] lr: 1.000e-04, eta: 7:31:04, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9551, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3228, loss: 2.2779, grad_norm: 11.7552 2021-07-09 18:17:17,759 - mmaction - INFO - Epoch [144][1140/3757] lr: 1.000e-04, eta: 7:30:42, time: 1.060, data_time: 0.007, memory: 6921, loss_aux: 0.9441, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.2853, loss: 2.2294, grad_norm: 11.5571 2021-07-09 18:17:38,949 - mmaction - INFO - Epoch [144][1160/3757] lr: 1.000e-04, eta: 7:30:21, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9434, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2562, loss: 2.1996, grad_norm: 11.5907 2021-07-09 18:18:00,090 - mmaction - INFO - Epoch [144][1180/3757] lr: 1.000e-04, eta: 7:29:59, time: 1.056, data_time: 0.001, memory: 6921, loss_aux: 0.9244, top1_acc: 0.7109, top5_acc: 0.8844, loss_cls: 1.2196, loss: 2.1440, grad_norm: 11.5671 2021-07-09 18:18:21,258 - mmaction - INFO - Epoch [144][1200/3757] lr: 1.000e-04, eta: 7:29:38, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9254, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2598, loss: 2.1853, grad_norm: 11.4225 2021-07-09 18:18:42,167 - mmaction - INFO - Epoch [144][1220/3757] lr: 1.000e-04, eta: 7:29:16, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9278, top1_acc: 0.6875, top5_acc: 0.8633, loss_cls: 1.2540, loss: 2.1818, grad_norm: 11.4987 2021-07-09 18:19:03,146 - mmaction - INFO - Epoch [144][1240/3757] lr: 1.000e-04, eta: 7:28:55, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9232, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2610, loss: 2.1841, grad_norm: 11.6378 2021-07-09 18:19:24,990 - mmaction - INFO - Epoch [144][1260/3757] lr: 1.000e-04, eta: 7:28:33, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 1.0005, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3306, loss: 2.3311, grad_norm: 11.4196 2021-07-09 18:19:46,237 - mmaction - INFO - Epoch [144][1280/3757] lr: 1.000e-04, eta: 7:28:12, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9245, top1_acc: 0.7109, top5_acc: 0.8711, loss_cls: 1.2364, loss: 2.1609, grad_norm: 11.2333 2021-07-09 18:20:07,315 - mmaction - INFO - Epoch [144][1300/3757] lr: 1.000e-04, eta: 7:27:50, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9198, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2553, loss: 2.1752, grad_norm: 11.4183 2021-07-09 18:20:28,233 - mmaction - INFO - Epoch [144][1320/3757] lr: 1.000e-04, eta: 7:27:29, time: 1.046, data_time: 0.002, memory: 6921, loss_aux: 0.9181, top1_acc: 0.7063, top5_acc: 0.8539, loss_cls: 1.2477, loss: 2.1658, grad_norm: 11.4115 2021-07-09 18:20:49,583 - mmaction - INFO - Epoch [144][1340/3757] lr: 1.000e-04, eta: 7:27:07, time: 1.068, data_time: 0.002, memory: 6921, loss_aux: 0.9079, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.2989, loss: 2.2068, grad_norm: 11.5505 2021-07-09 18:21:11,694 - mmaction - INFO - Epoch [144][1360/3757] lr: 1.000e-04, eta: 7:26:46, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 0.9140, top1_acc: 0.7125, top5_acc: 0.8680, loss_cls: 1.2201, loss: 2.1341, grad_norm: 11.3658 2021-07-09 18:21:33,671 - mmaction - INFO - Epoch [144][1380/3757] lr: 1.000e-04, eta: 7:26:24, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6937, top5_acc: 0.8672, loss_cls: 1.2728, loss: 2.2454, grad_norm: 11.4949 2021-07-09 18:21:54,691 - mmaction - INFO - Epoch [144][1400/3757] lr: 1.000e-04, eta: 7:26:03, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9179, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2356, loss: 2.1535, grad_norm: 11.4429 2021-07-09 18:22:15,714 - mmaction - INFO - Epoch [144][1420/3757] lr: 1.000e-04, eta: 7:25:41, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9305, top1_acc: 0.7031, top5_acc: 0.8852, loss_cls: 1.2248, loss: 2.1553, grad_norm: 11.1620 2021-07-09 18:22:36,783 - mmaction - INFO - Epoch [144][1440/3757] lr: 1.000e-04, eta: 7:25:20, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6711, top5_acc: 0.8445, loss_cls: 1.3683, loss: 2.3436, grad_norm: 11.6689 2021-07-09 18:22:57,876 - mmaction - INFO - Epoch [144][1460/3757] lr: 1.000e-04, eta: 7:24:58, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3151, loss: 2.2819, grad_norm: 11.5656 2021-07-09 18:23:19,741 - mmaction - INFO - Epoch [144][1480/3757] lr: 1.000e-04, eta: 7:24:37, time: 1.094, data_time: 0.005, memory: 6921, loss_aux: 0.9346, top1_acc: 0.6844, top5_acc: 0.8656, loss_cls: 1.2746, loss: 2.2093, grad_norm: 11.6312 2021-07-09 18:23:40,793 - mmaction - INFO - Epoch [144][1500/3757] lr: 1.000e-04, eta: 7:24:15, time: 1.052, data_time: 0.005, memory: 6921, loss_aux: 0.9152, top1_acc: 0.7023, top5_acc: 0.8625, loss_cls: 1.2657, loss: 2.1809, grad_norm: 11.3285 2021-07-09 18:24:01,785 - mmaction - INFO - Epoch [144][1520/3757] lr: 1.000e-04, eta: 7:23:54, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9520, top1_acc: 0.6945, top5_acc: 0.8531, loss_cls: 1.2933, loss: 2.2453, grad_norm: 11.5899 2021-07-09 18:24:22,816 - mmaction - INFO - Epoch [144][1540/3757] lr: 1.000e-04, eta: 7:23:32, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9655, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3086, loss: 2.2741, grad_norm: 11.4923 2021-07-09 18:24:44,265 - mmaction - INFO - Epoch [144][1560/3757] lr: 1.000e-04, eta: 7:23:11, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 0.9408, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2744, loss: 2.2152, grad_norm: 11.2089 2021-07-09 18:25:05,386 - mmaction - INFO - Epoch [144][1580/3757] lr: 1.000e-04, eta: 7:22:49, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9685, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.3375, loss: 2.3059, grad_norm: 11.6242 2021-07-09 18:25:26,444 - mmaction - INFO - Epoch [144][1600/3757] lr: 1.000e-04, eta: 7:22:28, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.8963, top1_acc: 0.6922, top5_acc: 0.8773, loss_cls: 1.2091, loss: 2.1055, grad_norm: 11.5901 2021-07-09 18:25:47,488 - mmaction - INFO - Epoch [144][1620/3757] lr: 1.000e-04, eta: 7:22:06, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9517, top1_acc: 0.6945, top5_acc: 0.8602, loss_cls: 1.2710, loss: 2.2227, grad_norm: 11.4456 2021-07-09 18:26:08,737 - mmaction - INFO - Epoch [144][1640/3757] lr: 1.000e-04, eta: 7:21:45, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9321, top1_acc: 0.6937, top5_acc: 0.8727, loss_cls: 1.2631, loss: 2.1952, grad_norm: 11.5324 2021-07-09 18:26:29,633 - mmaction - INFO - Epoch [144][1660/3757] lr: 1.000e-04, eta: 7:21:23, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 0.9145, top1_acc: 0.7070, top5_acc: 0.8859, loss_cls: 1.1902, loss: 2.1047, grad_norm: 11.4000 2021-07-09 18:26:50,926 - mmaction - INFO - Epoch [144][1680/3757] lr: 1.000e-04, eta: 7:21:02, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2990, loss: 2.2570, grad_norm: 11.8456 2021-07-09 18:27:11,980 - mmaction - INFO - Epoch [144][1700/3757] lr: 1.000e-04, eta: 7:20:40, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9640, top1_acc: 0.6867, top5_acc: 0.8664, loss_cls: 1.3204, loss: 2.2843, grad_norm: 11.5723 2021-07-09 18:27:33,343 - mmaction - INFO - Epoch [144][1720/3757] lr: 1.000e-04, eta: 7:20:19, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 1.0058, top1_acc: 0.6672, top5_acc: 0.8453, loss_cls: 1.3681, loss: 2.3739, grad_norm: 12.1673 2021-07-09 18:27:55,006 - mmaction - INFO - Epoch [144][1740/3757] lr: 1.000e-04, eta: 7:19:57, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9176, top1_acc: 0.7109, top5_acc: 0.8750, loss_cls: 1.2203, loss: 2.1379, grad_norm: 11.2924 2021-07-09 18:28:16,630 - mmaction - INFO - Epoch [144][1760/3757] lr: 1.000e-04, eta: 7:19:36, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9710, top1_acc: 0.6875, top5_acc: 0.8680, loss_cls: 1.2839, loss: 2.2549, grad_norm: 11.5821 2021-07-09 18:28:37,819 - mmaction - INFO - Epoch [144][1780/3757] lr: 1.000e-04, eta: 7:19:14, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9450, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2891, loss: 2.2341, grad_norm: 11.3101 2021-07-09 18:28:59,354 - mmaction - INFO - Epoch [144][1800/3757] lr: 1.000e-04, eta: 7:18:53, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 1.0002, top1_acc: 0.6711, top5_acc: 0.8430, loss_cls: 1.3920, loss: 2.3922, grad_norm: 11.6947 2021-07-09 18:29:20,411 - mmaction - INFO - Epoch [144][1820/3757] lr: 1.000e-04, eta: 7:18:31, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9384, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2594, loss: 2.1978, grad_norm: 11.5484 2021-07-09 18:29:41,527 - mmaction - INFO - Epoch [144][1840/3757] lr: 1.000e-04, eta: 7:18:10, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9570, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2867, loss: 2.2437, grad_norm: 11.3382 2021-07-09 18:30:02,573 - mmaction - INFO - Epoch [144][1860/3757] lr: 1.000e-04, eta: 7:17:48, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9379, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.2529, loss: 2.1908, grad_norm: 11.3585 2021-07-09 18:30:24,333 - mmaction - INFO - Epoch [144][1880/3757] lr: 1.000e-04, eta: 7:17:27, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 1.0012, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.3059, loss: 2.3071, grad_norm: 11.6755 2021-07-09 18:30:45,681 - mmaction - INFO - Epoch [144][1900/3757] lr: 1.000e-04, eta: 7:17:05, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9535, top1_acc: 0.7039, top5_acc: 0.8562, loss_cls: 1.2907, loss: 2.2442, grad_norm: 11.7345 2021-07-09 18:31:06,794 - mmaction - INFO - Epoch [144][1920/3757] lr: 1.000e-04, eta: 7:16:44, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9351, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2520, loss: 2.1871, grad_norm: 11.5428 2021-07-09 18:31:28,001 - mmaction - INFO - Epoch [144][1940/3757] lr: 1.000e-04, eta: 7:16:22, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.8741, top1_acc: 0.7258, top5_acc: 0.8883, loss_cls: 1.0936, loss: 1.9677, grad_norm: 10.9635 2021-07-09 18:31:49,506 - mmaction - INFO - Epoch [144][1960/3757] lr: 1.000e-04, eta: 7:16:01, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9749, top1_acc: 0.6891, top5_acc: 0.8555, loss_cls: 1.3670, loss: 2.3420, grad_norm: 11.5200 2021-07-09 18:32:10,635 - mmaction - INFO - Epoch [144][1980/3757] lr: 1.000e-04, eta: 7:15:39, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3655, loss: 2.3316, grad_norm: 11.5679 2021-07-09 18:32:32,270 - mmaction - INFO - Epoch [144][2000/3757] lr: 1.000e-04, eta: 7:15:18, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 0.9542, top1_acc: 0.6961, top5_acc: 0.8789, loss_cls: 1.2086, loss: 2.1627, grad_norm: 11.4849 2021-07-09 18:32:53,700 - mmaction - INFO - Epoch [144][2020/3757] lr: 1.000e-04, eta: 7:14:56, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 0.9064, top1_acc: 0.7039, top5_acc: 0.8672, loss_cls: 1.2228, loss: 2.1292, grad_norm: 11.1359 2021-07-09 18:33:15,167 - mmaction - INFO - Epoch [144][2040/3757] lr: 1.000e-04, eta: 7:14:35, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9612, top1_acc: 0.6680, top5_acc: 0.8617, loss_cls: 1.3077, loss: 2.2689, grad_norm: 11.6398 2021-07-09 18:33:36,368 - mmaction - INFO - Epoch [144][2060/3757] lr: 1.000e-04, eta: 7:14:13, time: 1.062, data_time: 0.005, memory: 6921, loss_aux: 0.9079, top1_acc: 0.7055, top5_acc: 0.8781, loss_cls: 1.2022, loss: 2.1101, grad_norm: 11.1626 2021-07-09 18:33:57,240 - mmaction - INFO - Epoch [144][2080/3757] lr: 1.000e-04, eta: 7:13:51, time: 1.045, data_time: 0.005, memory: 6921, loss_aux: 0.8779, top1_acc: 0.7195, top5_acc: 0.8883, loss_cls: 1.1499, loss: 2.0278, grad_norm: 11.2996 2021-07-09 18:34:18,277 - mmaction - INFO - Epoch [144][2100/3757] lr: 1.000e-04, eta: 7:13:30, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2961, loss: 2.2579, grad_norm: 11.5489 2021-07-09 18:34:39,888 - mmaction - INFO - Epoch [144][2120/3757] lr: 1.000e-04, eta: 7:13:08, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 0.9765, top1_acc: 0.6609, top5_acc: 0.8375, loss_cls: 1.3918, loss: 2.3683, grad_norm: 11.8071 2021-07-09 18:35:01,225 - mmaction - INFO - Epoch [144][2140/3757] lr: 1.000e-04, eta: 7:12:47, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9107, top1_acc: 0.6961, top5_acc: 0.8805, loss_cls: 1.2096, loss: 2.1203, grad_norm: 11.3065 2021-07-09 18:35:22,024 - mmaction - INFO - Epoch [144][2160/3757] lr: 1.000e-04, eta: 7:12:25, time: 1.038, data_time: 0.003, memory: 6921, loss_aux: 0.9333, top1_acc: 0.7008, top5_acc: 0.8523, loss_cls: 1.2829, loss: 2.2162, grad_norm: 11.1323 2021-07-09 18:35:43,402 - mmaction - INFO - Epoch [144][2180/3757] lr: 1.000e-04, eta: 7:12:04, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9070, top1_acc: 0.7125, top5_acc: 0.8695, loss_cls: 1.1893, loss: 2.0963, grad_norm: 11.0542 2021-07-09 18:36:04,946 - mmaction - INFO - Epoch [144][2200/3757] lr: 1.000e-04, eta: 7:11:42, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 0.9592, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2402, loss: 2.1994, grad_norm: 11.4073 2021-07-09 18:36:26,301 - mmaction - INFO - Epoch [144][2220/3757] lr: 1.000e-04, eta: 7:11:21, time: 1.069, data_time: 0.005, memory: 6921, loss_aux: 0.8976, top1_acc: 0.7039, top5_acc: 0.8781, loss_cls: 1.1896, loss: 2.0873, grad_norm: 11.3910 2021-07-09 18:36:47,553 - mmaction - INFO - Epoch [144][2240/3757] lr: 1.000e-04, eta: 7:10:59, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9516, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2661, loss: 2.2176, grad_norm: 11.3103 2021-07-09 18:37:08,623 - mmaction - INFO - Epoch [144][2260/3757] lr: 1.000e-04, eta: 7:10:38, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9550, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.2884, loss: 2.2434, grad_norm: 11.5255 2021-07-09 18:37:29,641 - mmaction - INFO - Epoch [144][2280/3757] lr: 1.000e-04, eta: 7:10:16, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9432, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2351, loss: 2.1783, grad_norm: 11.4485 2021-07-09 18:37:50,954 - mmaction - INFO - Epoch [144][2300/3757] lr: 1.000e-04, eta: 7:09:55, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9570, top1_acc: 0.6977, top5_acc: 0.8594, loss_cls: 1.2696, loss: 2.2266, grad_norm: 11.3469 2021-07-09 18:38:12,159 - mmaction - INFO - Epoch [144][2320/3757] lr: 1.000e-04, eta: 7:09:33, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9589, top1_acc: 0.6992, top5_acc: 0.8547, loss_cls: 1.2870, loss: 2.2459, grad_norm: 11.3698 2021-07-09 18:38:33,299 - mmaction - INFO - Epoch [144][2340/3757] lr: 1.000e-04, eta: 7:09:12, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 0.9069, top1_acc: 0.6937, top5_acc: 0.8719, loss_cls: 1.2332, loss: 2.1401, grad_norm: 11.3475 2021-07-09 18:38:54,393 - mmaction - INFO - Epoch [144][2360/3757] lr: 1.000e-04, eta: 7:08:50, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9974, top1_acc: 0.6883, top5_acc: 0.8523, loss_cls: 1.3377, loss: 2.3351, grad_norm: 11.6399 2021-07-09 18:39:15,639 - mmaction - INFO - Epoch [144][2380/3757] lr: 1.000e-04, eta: 7:08:29, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9324, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.2443, loss: 2.1767, grad_norm: 11.3580 2021-07-09 18:39:36,783 - mmaction - INFO - Epoch [144][2400/3757] lr: 1.000e-04, eta: 7:08:07, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9687, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.2883, loss: 2.2571, grad_norm: 11.5975 2021-07-09 18:39:57,913 - mmaction - INFO - Epoch [144][2420/3757] lr: 1.000e-04, eta: 7:07:46, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9158, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.2389, loss: 2.1548, grad_norm: 11.2161 2021-07-09 18:40:19,167 - mmaction - INFO - Epoch [144][2440/3757] lr: 1.000e-04, eta: 7:07:24, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9225, top1_acc: 0.6937, top5_acc: 0.8773, loss_cls: 1.2265, loss: 2.1490, grad_norm: 11.3237 2021-07-09 18:40:40,249 - mmaction - INFO - Epoch [144][2460/3757] lr: 1.000e-04, eta: 7:07:03, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9310, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2666, loss: 2.1975, grad_norm: 11.3234 2021-07-09 18:41:01,326 - mmaction - INFO - Epoch [144][2480/3757] lr: 1.000e-04, eta: 7:06:41, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9737, top1_acc: 0.6953, top5_acc: 0.8484, loss_cls: 1.3270, loss: 2.3006, grad_norm: 11.5241 2021-07-09 18:41:23,201 - mmaction - INFO - Epoch [144][2500/3757] lr: 1.000e-04, eta: 7:06:20, time: 1.092, data_time: 0.058, memory: 6921, loss_aux: 0.9285, top1_acc: 0.6953, top5_acc: 0.8711, loss_cls: 1.2584, loss: 2.1868, grad_norm: 11.4085 2021-07-09 18:41:44,193 - mmaction - INFO - Epoch [144][2520/3757] lr: 1.000e-04, eta: 7:05:58, time: 1.049, data_time: 0.005, memory: 6921, loss_aux: 0.9215, top1_acc: 0.7070, top5_acc: 0.8680, loss_cls: 1.2531, loss: 2.1747, grad_norm: 11.5788 2021-07-09 18:42:05,130 - mmaction - INFO - Epoch [144][2540/3757] lr: 1.000e-04, eta: 7:05:37, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9392, top1_acc: 0.7016, top5_acc: 0.8773, loss_cls: 1.2301, loss: 2.1693, grad_norm: 11.3532 2021-07-09 18:42:26,184 - mmaction - INFO - Epoch [144][2560/3757] lr: 1.000e-04, eta: 7:05:15, time: 1.050, data_time: 0.001, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.2860, loss: 2.2486, grad_norm: 11.4849 2021-07-09 18:42:47,410 - mmaction - INFO - Epoch [144][2580/3757] lr: 1.000e-04, eta: 7:04:54, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9136, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.2196, loss: 2.1332, grad_norm: 11.1750 2021-07-09 18:43:08,371 - mmaction - INFO - Epoch [144][2600/3757] lr: 1.000e-04, eta: 7:04:32, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3581, loss: 2.3315, grad_norm: 11.8186 2021-07-09 18:43:29,459 - mmaction - INFO - Epoch [144][2620/3757] lr: 1.000e-04, eta: 7:04:11, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9193, top1_acc: 0.7023, top5_acc: 0.8641, loss_cls: 1.2651, loss: 2.1844, grad_norm: 11.3601 2021-07-09 18:43:51,203 - mmaction - INFO - Epoch [144][2640/3757] lr: 1.000e-04, eta: 7:03:49, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 0.9112, top1_acc: 0.6922, top5_acc: 0.8703, loss_cls: 1.2474, loss: 2.1585, grad_norm: 11.4540 2021-07-09 18:44:12,351 - mmaction - INFO - Epoch [144][2660/3757] lr: 1.000e-04, eta: 7:03:28, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9572, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3182, loss: 2.2754, grad_norm: 11.9126 2021-07-09 18:44:33,562 - mmaction - INFO - Epoch [144][2680/3757] lr: 1.000e-04, eta: 7:03:06, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6891, top5_acc: 0.8719, loss_cls: 1.2377, loss: 2.1937, grad_norm: 11.4272 2021-07-09 18:44:54,794 - mmaction - INFO - Epoch [144][2700/3757] lr: 1.000e-04, eta: 7:02:45, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9400, top1_acc: 0.7039, top5_acc: 0.8656, loss_cls: 1.2490, loss: 2.1890, grad_norm: 11.3195 2021-07-09 18:45:16,105 - mmaction - INFO - Epoch [144][2720/3757] lr: 1.000e-04, eta: 7:02:23, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.3286, loss: 2.2935, grad_norm: 11.9148 2021-07-09 18:45:37,715 - mmaction - INFO - Epoch [144][2740/3757] lr: 1.000e-04, eta: 7:02:02, time: 1.081, data_time: 0.004, memory: 6921, loss_aux: 0.9730, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.2948, loss: 2.2678, grad_norm: 11.5899 2021-07-09 18:45:58,926 - mmaction - INFO - Epoch [144][2760/3757] lr: 1.000e-04, eta: 7:01:40, time: 1.060, data_time: 0.006, memory: 6921, loss_aux: 0.9726, top1_acc: 0.6875, top5_acc: 0.8539, loss_cls: 1.3027, loss: 2.2752, grad_norm: 11.6472 2021-07-09 18:46:20,038 - mmaction - INFO - Epoch [144][2780/3757] lr: 1.000e-04, eta: 7:01:19, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9410, top1_acc: 0.7094, top5_acc: 0.8617, loss_cls: 1.2352, loss: 2.1762, grad_norm: 11.5319 2021-07-09 18:46:41,164 - mmaction - INFO - Epoch [144][2800/3757] lr: 1.000e-04, eta: 7:00:57, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6813, top5_acc: 0.8578, loss_cls: 1.3393, loss: 2.3102, grad_norm: 12.0161 2021-07-09 18:47:02,276 - mmaction - INFO - Epoch [144][2820/3757] lr: 1.000e-04, eta: 7:00:36, time: 1.053, data_time: 0.001, memory: 6921, loss_aux: 0.8777, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1672, loss: 2.0448, grad_norm: 11.0822 2021-07-09 18:47:23,891 - mmaction - INFO - Epoch [144][2840/3757] lr: 1.000e-04, eta: 7:00:14, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 0.9292, top1_acc: 0.7023, top5_acc: 0.8758, loss_cls: 1.2691, loss: 2.1983, grad_norm: 11.4614 2021-07-09 18:47:44,940 - mmaction - INFO - Epoch [144][2860/3757] lr: 1.000e-04, eta: 6:59:53, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9212, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2497, loss: 2.1709, grad_norm: 11.5546 2021-07-09 18:48:06,055 - mmaction - INFO - Epoch [144][2880/3757] lr: 1.000e-04, eta: 6:59:31, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9245, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2407, loss: 2.1653, grad_norm: 11.4337 2021-07-09 18:48:28,202 - mmaction - INFO - Epoch [144][2900/3757] lr: 1.000e-04, eta: 6:59:10, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 0.9656, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3293, loss: 2.2949, grad_norm: 11.7200 2021-07-09 18:48:49,240 - mmaction - INFO - Epoch [144][2920/3757] lr: 1.000e-04, eta: 6:58:48, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9751, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.2906, loss: 2.2657, grad_norm: 11.6556 2021-07-09 18:49:10,560 - mmaction - INFO - Epoch [144][2940/3757] lr: 1.000e-04, eta: 6:58:27, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9228, top1_acc: 0.7133, top5_acc: 0.8750, loss_cls: 1.2163, loss: 2.1391, grad_norm: 11.5742 2021-07-09 18:49:31,561 - mmaction - INFO - Epoch [144][2960/3757] lr: 1.000e-04, eta: 6:58:05, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9485, top1_acc: 0.6906, top5_acc: 0.8586, loss_cls: 1.2927, loss: 2.2412, grad_norm: 11.6954 2021-07-09 18:49:52,569 - mmaction - INFO - Epoch [144][2980/3757] lr: 1.000e-04, eta: 6:57:44, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9402, top1_acc: 0.6781, top5_acc: 0.8680, loss_cls: 1.2567, loss: 2.1969, grad_norm: 11.9024 2021-07-09 18:50:13,673 - mmaction - INFO - Epoch [144][3000/3757] lr: 1.000e-04, eta: 6:57:22, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9013, top1_acc: 0.7289, top5_acc: 0.8836, loss_cls: 1.1685, loss: 2.0699, grad_norm: 11.3441 2021-07-09 18:50:34,945 - mmaction - INFO - Epoch [144][3020/3757] lr: 1.000e-04, eta: 6:57:01, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3498, loss: 2.3250, grad_norm: 12.0777 2021-07-09 18:50:56,247 - mmaction - INFO - Epoch [144][3040/3757] lr: 1.000e-04, eta: 6:56:39, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9115, top1_acc: 0.6937, top5_acc: 0.8766, loss_cls: 1.2364, loss: 2.1478, grad_norm: 11.6000 2021-07-09 18:51:17,305 - mmaction - INFO - Epoch [144][3060/3757] lr: 1.000e-04, eta: 6:56:18, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9213, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2446, loss: 2.1659, grad_norm: 11.4317 2021-07-09 18:51:39,348 - mmaction - INFO - Epoch [144][3080/3757] lr: 1.000e-04, eta: 6:55:56, time: 1.103, data_time: 0.005, memory: 6921, loss_aux: 0.9744, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.3421, loss: 2.3165, grad_norm: 11.7316 2021-07-09 18:52:00,363 - mmaction - INFO - Epoch [144][3100/3757] lr: 1.000e-04, eta: 6:55:35, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9024, top1_acc: 0.7203, top5_acc: 0.8781, loss_cls: 1.1889, loss: 2.0913, grad_norm: 11.3400 2021-07-09 18:52:21,280 - mmaction - INFO - Epoch [144][3120/3757] lr: 1.000e-04, eta: 6:55:13, time: 1.045, data_time: 0.004, memory: 6921, loss_aux: 0.9451, top1_acc: 0.7094, top5_acc: 0.8742, loss_cls: 1.2192, loss: 2.1642, grad_norm: 11.3348 2021-07-09 18:52:43,047 - mmaction - INFO - Epoch [144][3140/3757] lr: 1.000e-04, eta: 6:54:52, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.9823, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3405, loss: 2.3228, grad_norm: 11.9029 2021-07-09 18:53:04,030 - mmaction - INFO - Epoch [144][3160/3757] lr: 1.000e-04, eta: 6:54:30, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9570, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2264, loss: 2.1834, grad_norm: 11.2520 2021-07-09 18:53:25,077 - mmaction - INFO - Epoch [144][3180/3757] lr: 1.000e-04, eta: 6:54:09, time: 1.052, data_time: 0.007, memory: 6921, loss_aux: 1.0190, top1_acc: 0.6867, top5_acc: 0.8367, loss_cls: 1.4046, loss: 2.4236, grad_norm: 12.2793 2021-07-09 18:53:46,082 - mmaction - INFO - Epoch [144][3200/3757] lr: 1.000e-04, eta: 6:53:47, time: 1.052, data_time: 0.004, memory: 6921, loss_aux: 0.9108, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.2111, loss: 2.1220, grad_norm: 11.3376 2021-07-09 18:54:07,349 - mmaction - INFO - Epoch [144][3220/3757] lr: 1.000e-04, eta: 6:53:26, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9270, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.2635, loss: 2.1905, grad_norm: 11.8683 2021-07-09 18:54:29,305 - mmaction - INFO - Epoch [144][3240/3757] lr: 1.000e-04, eta: 6:53:04, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 0.9076, top1_acc: 0.7180, top5_acc: 0.8789, loss_cls: 1.2025, loss: 2.1101, grad_norm: 11.4106 2021-07-09 18:54:50,364 - mmaction - INFO - Epoch [144][3260/3757] lr: 1.000e-04, eta: 6:52:43, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9320, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.2314, loss: 2.1634, grad_norm: 11.3644 2021-07-09 18:55:11,265 - mmaction - INFO - Epoch [144][3280/3757] lr: 1.000e-04, eta: 6:52:21, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 0.9514, top1_acc: 0.6820, top5_acc: 0.8711, loss_cls: 1.2786, loss: 2.2300, grad_norm: 11.7847 2021-07-09 18:55:32,463 - mmaction - INFO - Epoch [144][3300/3757] lr: 1.000e-04, eta: 6:51:59, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9703, top1_acc: 0.6898, top5_acc: 0.8516, loss_cls: 1.3110, loss: 2.2813, grad_norm: 11.5446 2021-07-09 18:55:53,543 - mmaction - INFO - Epoch [144][3320/3757] lr: 1.000e-04, eta: 6:51:38, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9939, top1_acc: 0.6805, top5_acc: 0.8469, loss_cls: 1.3660, loss: 2.3599, grad_norm: 11.7931 2021-07-09 18:56:14,584 - mmaction - INFO - Epoch [144][3340/3757] lr: 1.000e-04, eta: 6:51:16, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9268, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.2402, loss: 2.1670, grad_norm: 11.4764 2021-07-09 18:56:35,491 - mmaction - INFO - Epoch [144][3360/3757] lr: 1.000e-04, eta: 6:50:55, time: 1.045, data_time: 0.003, memory: 6921, loss_aux: 0.9582, top1_acc: 0.6922, top5_acc: 0.8531, loss_cls: 1.3122, loss: 2.2704, grad_norm: 11.6020 2021-07-09 18:56:56,483 - mmaction - INFO - Epoch [144][3380/3757] lr: 1.000e-04, eta: 6:50:33, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9447, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.2541, loss: 2.1988, grad_norm: 11.2480 2021-07-09 18:57:18,677 - mmaction - INFO - Epoch [144][3400/3757] lr: 1.000e-04, eta: 6:50:12, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 0.9391, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2448, loss: 2.1840, grad_norm: 11.4529 2021-07-09 18:57:39,638 - mmaction - INFO - Epoch [144][3420/3757] lr: 1.000e-04, eta: 6:49:50, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9422, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.2921, loss: 2.2343, grad_norm: 11.5893 2021-07-09 18:58:00,836 - mmaction - INFO - Epoch [144][3440/3757] lr: 1.000e-04, eta: 6:49:29, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9046, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2032, loss: 2.1077, grad_norm: 11.5518 2021-07-09 18:58:22,095 - mmaction - INFO - Epoch [144][3460/3757] lr: 1.000e-04, eta: 6:49:07, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9273, top1_acc: 0.7063, top5_acc: 0.8664, loss_cls: 1.2555, loss: 2.1828, grad_norm: 11.1863 2021-07-09 18:58:43,275 - mmaction - INFO - Epoch [144][3480/3757] lr: 1.000e-04, eta: 6:48:46, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9274, top1_acc: 0.6875, top5_acc: 0.8570, loss_cls: 1.3051, loss: 2.2325, grad_norm: 11.6421 2021-07-09 18:59:04,254 - mmaction - INFO - Epoch [144][3500/3757] lr: 1.000e-04, eta: 6:48:24, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9541, top1_acc: 0.6875, top5_acc: 0.8562, loss_cls: 1.3245, loss: 2.2786, grad_norm: 12.0102 2021-07-09 18:59:25,819 - mmaction - INFO - Epoch [144][3520/3757] lr: 1.000e-04, eta: 6:48:03, time: 1.077, data_time: 0.002, memory: 6921, loss_aux: 0.9030, top1_acc: 0.7234, top5_acc: 0.8633, loss_cls: 1.2045, loss: 2.1075, grad_norm: 11.2725 2021-07-09 18:59:47,661 - mmaction - INFO - Epoch [144][3540/3757] lr: 1.000e-04, eta: 6:47:41, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9587, top1_acc: 0.6742, top5_acc: 0.8648, loss_cls: 1.2905, loss: 2.2492, grad_norm: 12.0944 2021-07-09 19:00:08,530 - mmaction - INFO - Epoch [144][3560/3757] lr: 1.000e-04, eta: 6:47:20, time: 1.042, data_time: 0.002, memory: 6921, loss_aux: 0.9571, top1_acc: 0.7055, top5_acc: 0.8539, loss_cls: 1.2714, loss: 2.2285, grad_norm: 11.4954 2021-07-09 19:00:29,615 - mmaction - INFO - Epoch [144][3580/3757] lr: 1.000e-04, eta: 6:46:58, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9196, top1_acc: 0.7000, top5_acc: 0.8633, loss_cls: 1.2346, loss: 2.1542, grad_norm: 11.6672 2021-07-09 19:00:50,818 - mmaction - INFO - Epoch [144][3600/3757] lr: 1.000e-04, eta: 6:46:37, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9590, top1_acc: 0.6859, top5_acc: 0.8477, loss_cls: 1.3337, loss: 2.2926, grad_norm: 11.7578 2021-07-09 19:01:12,131 - mmaction - INFO - Epoch [144][3620/3757] lr: 1.000e-04, eta: 6:46:15, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6953, top5_acc: 0.8555, loss_cls: 1.2843, loss: 2.2470, grad_norm: 11.4266 2021-07-09 19:01:33,490 - mmaction - INFO - Epoch [144][3640/3757] lr: 1.000e-04, eta: 6:45:54, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9319, top1_acc: 0.7086, top5_acc: 0.8727, loss_cls: 1.2297, loss: 2.1616, grad_norm: 11.5058 2021-07-09 19:01:54,596 - mmaction - INFO - Epoch [144][3660/3757] lr: 1.000e-04, eta: 6:45:32, time: 1.058, data_time: 0.006, memory: 6921, loss_aux: 0.9847, top1_acc: 0.6914, top5_acc: 0.8672, loss_cls: 1.2933, loss: 2.2780, grad_norm: 11.7744 2021-07-09 19:02:15,740 - mmaction - INFO - Epoch [144][3680/3757] lr: 1.000e-04, eta: 6:45:11, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9381, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.2891, loss: 2.2272, grad_norm: 11.7290 2021-07-09 19:02:36,904 - mmaction - INFO - Epoch [144][3700/3757] lr: 1.000e-04, eta: 6:44:49, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9312, top1_acc: 0.7039, top5_acc: 0.8641, loss_cls: 1.2575, loss: 2.1888, grad_norm: 11.4268 2021-07-09 19:02:58,044 - mmaction - INFO - Epoch [144][3720/3757] lr: 1.000e-04, eta: 6:44:28, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9619, top1_acc: 0.6953, top5_acc: 0.8617, loss_cls: 1.2856, loss: 2.2475, grad_norm: 11.5711 2021-07-09 19:03:20,011 - mmaction - INFO - Epoch [144][3740/3757] lr: 1.000e-04, eta: 6:44:06, time: 1.098, data_time: 0.046, memory: 6921, loss_aux: 0.9409, top1_acc: 0.7008, top5_acc: 0.8633, loss_cls: 1.2556, loss: 2.1964, grad_norm: 11.6603 2021-07-09 19:03:38,056 - mmaction - INFO - Saving checkpoint at 144 epochs 2021-07-09 19:04:40,184 - mmaction - INFO - Epoch [145][20/3757] lr: 1.000e-04, eta: 6:43:27, time: 3.028, data_time: 1.962, memory: 6921, loss_aux: 0.9408, top1_acc: 0.6898, top5_acc: 0.8609, loss_cls: 1.2806, loss: 2.2215, grad_norm: 11.4935 2021-07-09 19:05:02,178 - mmaction - INFO - Epoch [145][40/3757] lr: 1.000e-04, eta: 6:43:06, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 0.9087, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.1944, loss: 2.1031, grad_norm: 11.5451 2021-07-09 19:05:23,147 - mmaction - INFO - Epoch [145][60/3757] lr: 1.000e-04, eta: 6:42:44, time: 1.049, data_time: 0.003, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6844, top5_acc: 0.8469, loss_cls: 1.3225, loss: 2.2942, grad_norm: 11.4031 2021-07-09 19:05:44,200 - mmaction - INFO - Epoch [145][80/3757] lr: 1.000e-04, eta: 6:42:23, time: 1.052, data_time: 0.017, memory: 6921, loss_aux: 0.9633, top1_acc: 0.7078, top5_acc: 0.8500, loss_cls: 1.3117, loss: 2.2751, grad_norm: 11.4838 2021-07-09 19:06:05,549 - mmaction - INFO - Epoch [145][100/3757] lr: 1.000e-04, eta: 6:42:01, time: 1.069, data_time: 0.014, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6883, top5_acc: 0.8602, loss_cls: 1.2922, loss: 2.2544, grad_norm: 11.7059 2021-07-09 19:06:26,692 - mmaction - INFO - Epoch [145][120/3757] lr: 1.000e-04, eta: 6:41:40, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9370, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2655, loss: 2.2024, grad_norm: 11.6401 2021-07-09 19:06:48,123 - mmaction - INFO - Epoch [145][140/3757] lr: 1.000e-04, eta: 6:41:18, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 0.9756, top1_acc: 0.6867, top5_acc: 0.8461, loss_cls: 1.3492, loss: 2.3248, grad_norm: 11.4753 2021-07-09 19:07:09,321 - mmaction - INFO - Epoch [145][160/3757] lr: 1.000e-04, eta: 6:40:57, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9311, top1_acc: 0.6969, top5_acc: 0.8609, loss_cls: 1.2668, loss: 2.1979, grad_norm: 11.5882 2021-07-09 19:07:30,260 - mmaction - INFO - Epoch [145][180/3757] lr: 1.000e-04, eta: 6:40:35, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9836, top1_acc: 0.6773, top5_acc: 0.8641, loss_cls: 1.3101, loss: 2.2937, grad_norm: 11.7852 2021-07-09 19:07:51,378 - mmaction - INFO - Epoch [145][200/3757] lr: 1.000e-04, eta: 6:40:14, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9150, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2346, loss: 2.1496, grad_norm: 11.4286 2021-07-09 19:08:12,402 - mmaction - INFO - Epoch [145][220/3757] lr: 1.000e-04, eta: 6:39:52, time: 1.052, data_time: 0.002, memory: 6921, loss_aux: 0.9585, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2543, loss: 2.2129, grad_norm: 11.4177 2021-07-09 19:08:33,496 - mmaction - INFO - Epoch [145][240/3757] lr: 1.000e-04, eta: 6:39:31, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9447, top1_acc: 0.7023, top5_acc: 0.8688, loss_cls: 1.2476, loss: 2.1923, grad_norm: 11.7848 2021-07-09 19:08:54,613 - mmaction - INFO - Epoch [145][260/3757] lr: 1.000e-04, eta: 6:39:09, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9685, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2593, loss: 2.2278, grad_norm: 12.0267 2021-07-09 19:09:15,766 - mmaction - INFO - Epoch [145][280/3757] lr: 1.000e-04, eta: 6:38:48, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9525, top1_acc: 0.7125, top5_acc: 0.8773, loss_cls: 1.2252, loss: 2.1777, grad_norm: 11.4396 2021-07-09 19:09:36,732 - mmaction - INFO - Epoch [145][300/3757] lr: 1.000e-04, eta: 6:38:26, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9819, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.3275, loss: 2.3093, grad_norm: 12.1313 2021-07-09 19:09:57,800 - mmaction - INFO - Epoch [145][320/3757] lr: 1.000e-04, eta: 6:38:05, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9558, top1_acc: 0.7133, top5_acc: 0.8703, loss_cls: 1.2678, loss: 2.2236, grad_norm: 11.4771 2021-07-09 19:10:19,357 - mmaction - INFO - Epoch [145][340/3757] lr: 1.000e-04, eta: 6:37:43, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6953, top5_acc: 0.8586, loss_cls: 1.2784, loss: 2.2378, grad_norm: 11.3056 2021-07-09 19:10:40,807 - mmaction - INFO - Epoch [145][360/3757] lr: 1.000e-04, eta: 6:37:22, time: 1.074, data_time: 0.005, memory: 6921, loss_aux: 0.9372, top1_acc: 0.6883, top5_acc: 0.8719, loss_cls: 1.2743, loss: 2.2115, grad_norm: 11.6451 2021-07-09 19:11:01,913 - mmaction - INFO - Epoch [145][380/3757] lr: 1.000e-04, eta: 6:37:00, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9329, top1_acc: 0.7109, top5_acc: 0.8703, loss_cls: 1.2360, loss: 2.1689, grad_norm: 11.2173 2021-07-09 19:11:23,102 - mmaction - INFO - Epoch [145][400/3757] lr: 1.000e-04, eta: 6:36:39, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6930, top5_acc: 0.8680, loss_cls: 1.2773, loss: 2.2583, grad_norm: 11.7694 2021-07-09 19:11:44,288 - mmaction - INFO - Epoch [145][420/3757] lr: 1.000e-04, eta: 6:36:17, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9523, top1_acc: 0.6820, top5_acc: 0.8531, loss_cls: 1.3215, loss: 2.2738, grad_norm: 11.5807 2021-07-09 19:12:05,351 - mmaction - INFO - Epoch [145][440/3757] lr: 1.000e-04, eta: 6:35:56, time: 1.051, data_time: 0.001, memory: 6921, loss_aux: 0.9148, top1_acc: 0.7000, top5_acc: 0.8609, loss_cls: 1.2306, loss: 2.1454, grad_norm: 11.4807 2021-07-09 19:12:27,180 - mmaction - INFO - Epoch [145][460/3757] lr: 1.000e-04, eta: 6:35:34, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9359, top1_acc: 0.7148, top5_acc: 0.8797, loss_cls: 1.2093, loss: 2.1452, grad_norm: 11.2097 2021-07-09 19:12:48,321 - mmaction - INFO - Epoch [145][480/3757] lr: 1.000e-04, eta: 6:35:13, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9181, top1_acc: 0.6930, top5_acc: 0.8727, loss_cls: 1.2483, loss: 2.1664, grad_norm: 11.5470 2021-07-09 19:13:09,382 - mmaction - INFO - Epoch [145][500/3757] lr: 1.000e-04, eta: 6:34:51, time: 1.055, data_time: 0.006, memory: 6921, loss_aux: 0.9323, top1_acc: 0.7031, top5_acc: 0.8758, loss_cls: 1.2026, loss: 2.1349, grad_norm: 11.5338 2021-07-09 19:13:30,238 - mmaction - INFO - Epoch [145][520/3757] lr: 1.000e-04, eta: 6:34:30, time: 1.043, data_time: 0.004, memory: 6921, loss_aux: 0.9647, top1_acc: 0.6750, top5_acc: 0.8609, loss_cls: 1.3333, loss: 2.2980, grad_norm: 11.9736 2021-07-09 19:13:52,167 - mmaction - INFO - Epoch [145][540/3757] lr: 1.000e-04, eta: 6:34:08, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 0.9818, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3167, loss: 2.2984, grad_norm: 11.8199 2021-07-09 19:14:13,229 - mmaction - INFO - Epoch [145][560/3757] lr: 1.000e-04, eta: 6:33:47, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9282, top1_acc: 0.7031, top5_acc: 0.8906, loss_cls: 1.1803, loss: 2.1085, grad_norm: 11.6270 2021-07-09 19:14:34,224 - mmaction - INFO - Epoch [145][580/3757] lr: 1.000e-04, eta: 6:33:25, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9417, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2585, loss: 2.2001, grad_norm: 11.4727 2021-07-09 19:14:55,231 - mmaction - INFO - Epoch [145][600/3757] lr: 1.000e-04, eta: 6:33:04, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9369, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2581, loss: 2.1950, grad_norm: 11.2598 2021-07-09 19:15:16,230 - mmaction - INFO - Epoch [145][620/3757] lr: 1.000e-04, eta: 6:32:42, time: 1.048, data_time: 0.001, memory: 6921, loss_aux: 0.9797, top1_acc: 0.6789, top5_acc: 0.8430, loss_cls: 1.3598, loss: 2.3395, grad_norm: 11.7679 2021-07-09 19:15:37,527 - mmaction - INFO - Epoch [145][640/3757] lr: 1.000e-04, eta: 6:32:21, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9482, top1_acc: 0.7000, top5_acc: 0.8609, loss_cls: 1.2478, loss: 2.1960, grad_norm: 11.4117 2021-07-09 19:15:58,448 - mmaction - INFO - Epoch [145][660/3757] lr: 1.000e-04, eta: 6:31:59, time: 1.047, data_time: 0.003, memory: 6921, loss_aux: 0.9930, top1_acc: 0.6906, top5_acc: 0.8562, loss_cls: 1.3226, loss: 2.3156, grad_norm: 11.7065 2021-07-09 19:16:19,545 - mmaction - INFO - Epoch [145][680/3757] lr: 1.000e-04, eta: 6:31:38, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.2887, loss: 2.2467, grad_norm: 11.3343 2021-07-09 19:16:40,828 - mmaction - INFO - Epoch [145][700/3757] lr: 1.000e-04, eta: 6:31:16, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9517, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2429, loss: 2.1946, grad_norm: 11.6925 2021-07-09 19:17:01,970 - mmaction - INFO - Epoch [145][720/3757] lr: 1.000e-04, eta: 6:30:55, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6891, top5_acc: 0.8438, loss_cls: 1.3336, loss: 2.3025, grad_norm: 11.8219 2021-07-09 19:17:23,118 - mmaction - INFO - Epoch [145][740/3757] lr: 1.000e-04, eta: 6:30:33, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9323, top1_acc: 0.7031, top5_acc: 0.8727, loss_cls: 1.2238, loss: 2.1561, grad_norm: 11.4475 2021-07-09 19:17:44,272 - mmaction - INFO - Epoch [145][760/3757] lr: 1.000e-04, eta: 6:30:12, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9427, top1_acc: 0.6914, top5_acc: 0.8531, loss_cls: 1.3176, loss: 2.2604, grad_norm: 11.7637 2021-07-09 19:18:05,612 - mmaction - INFO - Epoch [145][780/3757] lr: 1.000e-04, eta: 6:29:50, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9805, top1_acc: 0.6945, top5_acc: 0.8641, loss_cls: 1.2984, loss: 2.2789, grad_norm: 11.5202 2021-07-09 19:18:26,761 - mmaction - INFO - Epoch [145][800/3757] lr: 1.000e-04, eta: 6:29:29, time: 1.059, data_time: 0.007, memory: 6921, loss_aux: 0.9435, top1_acc: 0.6852, top5_acc: 0.8703, loss_cls: 1.2468, loss: 2.1903, grad_norm: 11.5229 2021-07-09 19:18:48,212 - mmaction - INFO - Epoch [145][820/3757] lr: 1.000e-04, eta: 6:29:07, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9777, top1_acc: 0.6805, top5_acc: 0.8391, loss_cls: 1.3215, loss: 2.2992, grad_norm: 11.5810 2021-07-09 19:19:10,024 - mmaction - INFO - Epoch [145][840/3757] lr: 1.000e-04, eta: 6:28:46, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 0.9088, top1_acc: 0.7164, top5_acc: 0.8836, loss_cls: 1.2209, loss: 2.1297, grad_norm: 11.4003 2021-07-09 19:19:31,052 - mmaction - INFO - Epoch [145][860/3757] lr: 1.000e-04, eta: 6:28:24, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3598, loss: 2.3408, grad_norm: 11.8039 2021-07-09 19:19:52,178 - mmaction - INFO - Epoch [145][880/3757] lr: 1.000e-04, eta: 6:28:03, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9391, top1_acc: 0.6852, top5_acc: 0.8523, loss_cls: 1.3004, loss: 2.2395, grad_norm: 11.6175 2021-07-09 19:20:13,219 - mmaction - INFO - Epoch [145][900/3757] lr: 1.000e-04, eta: 6:27:41, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.9158, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.2165, loss: 2.1324, grad_norm: 11.1871 2021-07-09 19:20:34,428 - mmaction - INFO - Epoch [145][920/3757] lr: 1.000e-04, eta: 6:27:20, time: 1.061, data_time: 0.004, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6781, top5_acc: 0.8492, loss_cls: 1.3266, loss: 2.2943, grad_norm: 11.4488 2021-07-09 19:20:55,535 - mmaction - INFO - Epoch [145][940/3757] lr: 1.000e-04, eta: 6:26:58, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9292, top1_acc: 0.6828, top5_acc: 0.8797, loss_cls: 1.2533, loss: 2.1826, grad_norm: 11.6969 2021-07-09 19:21:16,651 - mmaction - INFO - Epoch [145][960/3757] lr: 1.000e-04, eta: 6:26:37, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9653, top1_acc: 0.6852, top5_acc: 0.8648, loss_cls: 1.3086, loss: 2.2739, grad_norm: 12.0541 2021-07-09 19:21:37,640 - mmaction - INFO - Epoch [145][980/3757] lr: 1.000e-04, eta: 6:26:15, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9180, top1_acc: 0.7258, top5_acc: 0.8828, loss_cls: 1.1799, loss: 2.0979, grad_norm: 11.4835 2021-07-09 19:21:58,765 - mmaction - INFO - Epoch [145][1000/3757] lr: 1.000e-04, eta: 6:25:53, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9110, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.1830, loss: 2.0940, grad_norm: 11.2197 2021-07-09 19:22:20,037 - mmaction - INFO - Epoch [145][1020/3757] lr: 1.000e-04, eta: 6:25:32, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9389, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2513, loss: 2.1902, grad_norm: 11.3912 2021-07-09 19:22:41,060 - mmaction - INFO - Epoch [145][1040/3757] lr: 1.000e-04, eta: 6:25:10, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9062, top1_acc: 0.7219, top5_acc: 0.8766, loss_cls: 1.1822, loss: 2.0884, grad_norm: 11.3211 2021-07-09 19:23:02,386 - mmaction - INFO - Epoch [145][1060/3757] lr: 1.000e-04, eta: 6:24:49, time: 1.067, data_time: 0.005, memory: 6921, loss_aux: 0.9654, top1_acc: 0.6883, top5_acc: 0.8531, loss_cls: 1.3189, loss: 2.2843, grad_norm: 11.6340 2021-07-09 19:23:24,065 - mmaction - INFO - Epoch [145][1080/3757] lr: 1.000e-04, eta: 6:24:27, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 0.9141, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2302, loss: 2.1444, grad_norm: 11.3244 2021-07-09 19:23:45,399 - mmaction - INFO - Epoch [145][1100/3757] lr: 1.000e-04, eta: 6:24:06, time: 1.067, data_time: 0.006, memory: 6921, loss_aux: 0.9374, top1_acc: 0.6875, top5_acc: 0.8758, loss_cls: 1.2267, loss: 2.1641, grad_norm: 11.5000 2021-07-09 19:24:06,702 - mmaction - INFO - Epoch [145][1120/3757] lr: 1.000e-04, eta: 6:23:44, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9410, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.2513, loss: 2.1922, grad_norm: 11.5260 2021-07-09 19:24:27,787 - mmaction - INFO - Epoch [145][1140/3757] lr: 1.000e-04, eta: 6:23:23, time: 1.052, data_time: 0.001, memory: 6921, loss_aux: 0.9489, top1_acc: 0.6875, top5_acc: 0.8656, loss_cls: 1.2910, loss: 2.2399, grad_norm: 11.4248 2021-07-09 19:24:48,835 - mmaction - INFO - Epoch [145][1160/3757] lr: 1.000e-04, eta: 6:23:01, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9396, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.2782, loss: 2.2178, grad_norm: 11.7790 2021-07-09 19:25:10,098 - mmaction - INFO - Epoch [145][1180/3757] lr: 1.000e-04, eta: 6:22:40, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9392, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2962, loss: 2.2354, grad_norm: 11.4862 2021-07-09 19:25:31,191 - mmaction - INFO - Epoch [145][1200/3757] lr: 1.000e-04, eta: 6:22:18, time: 1.053, data_time: 0.002, memory: 6921, loss_aux: 0.9217, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2336, loss: 2.1553, grad_norm: 11.0075 2021-07-09 19:25:52,559 - mmaction - INFO - Epoch [145][1220/3757] lr: 1.000e-04, eta: 6:21:57, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9599, top1_acc: 0.6891, top5_acc: 0.8500, loss_cls: 1.3072, loss: 2.2671, grad_norm: 11.6616 2021-07-09 19:26:13,943 - mmaction - INFO - Epoch [145][1240/3757] lr: 1.000e-04, eta: 6:21:35, time: 1.066, data_time: 0.001, memory: 6921, loss_aux: 0.9625, top1_acc: 0.6953, top5_acc: 0.8602, loss_cls: 1.2811, loss: 2.2436, grad_norm: 11.6886 2021-07-09 19:26:35,183 - mmaction - INFO - Epoch [145][1260/3757] lr: 1.000e-04, eta: 6:21:14, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9833, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2640, loss: 2.2473, grad_norm: 11.7028 2021-07-09 19:26:56,377 - mmaction - INFO - Epoch [145][1280/3757] lr: 1.000e-04, eta: 6:20:52, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9229, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2406, loss: 2.1635, grad_norm: 11.4906 2021-07-09 19:27:17,615 - mmaction - INFO - Epoch [145][1300/3757] lr: 1.000e-04, eta: 6:20:31, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9642, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.3115, loss: 2.2756, grad_norm: 11.7440 2021-07-09 19:27:39,092 - mmaction - INFO - Epoch [145][1320/3757] lr: 1.000e-04, eta: 6:20:09, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 0.9556, top1_acc: 0.7047, top5_acc: 0.8617, loss_cls: 1.2557, loss: 2.2114, grad_norm: 11.4558 2021-07-09 19:28:00,195 - mmaction - INFO - Epoch [145][1340/3757] lr: 1.000e-04, eta: 6:19:48, time: 1.054, data_time: 0.015, memory: 6921, loss_aux: 0.9768, top1_acc: 0.6828, top5_acc: 0.8695, loss_cls: 1.2908, loss: 2.2676, grad_norm: 11.7632 2021-07-09 19:28:21,172 - mmaction - INFO - Epoch [145][1360/3757] lr: 1.000e-04, eta: 6:19:26, time: 1.050, data_time: 0.005, memory: 6921, loss_aux: 0.9529, top1_acc: 0.6867, top5_acc: 0.8562, loss_cls: 1.3213, loss: 2.2742, grad_norm: 11.7104 2021-07-09 19:28:42,297 - mmaction - INFO - Epoch [145][1380/3757] lr: 1.000e-04, eta: 6:19:05, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9806, top1_acc: 0.6906, top5_acc: 0.8453, loss_cls: 1.3357, loss: 2.3162, grad_norm: 11.5821 2021-07-09 19:29:03,317 - mmaction - INFO - Epoch [145][1400/3757] lr: 1.000e-04, eta: 6:18:43, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9094, top1_acc: 0.7195, top5_acc: 0.8758, loss_cls: 1.1883, loss: 2.0977, grad_norm: 10.8893 2021-07-09 19:29:24,391 - mmaction - INFO - Epoch [145][1420/3757] lr: 1.000e-04, eta: 6:18:22, time: 1.053, data_time: 0.009, memory: 6921, loss_aux: 0.9387, top1_acc: 0.7055, top5_acc: 0.8523, loss_cls: 1.2888, loss: 2.2274, grad_norm: 11.9036 2021-07-09 19:29:46,256 - mmaction - INFO - Epoch [145][1440/3757] lr: 1.000e-04, eta: 6:18:00, time: 1.093, data_time: 0.034, memory: 6921, loss_aux: 0.9435, top1_acc: 0.6984, top5_acc: 0.8734, loss_cls: 1.2181, loss: 2.1616, grad_norm: 11.3836 2021-07-09 19:30:07,461 - mmaction - INFO - Epoch [145][1460/3757] lr: 1.000e-04, eta: 6:17:39, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9241, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2761, loss: 2.2002, grad_norm: 11.6135 2021-07-09 19:30:28,716 - mmaction - INFO - Epoch [145][1480/3757] lr: 1.000e-04, eta: 6:17:17, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9170, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2623, loss: 2.1793, grad_norm: 11.5525 2021-07-09 19:30:51,058 - mmaction - INFO - Epoch [145][1500/3757] lr: 1.000e-04, eta: 6:16:56, time: 1.118, data_time: 0.089, memory: 6921, loss_aux: 0.9417, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2559, loss: 2.1976, grad_norm: 11.5001 2021-07-09 19:31:12,064 - mmaction - INFO - Epoch [145][1520/3757] lr: 1.000e-04, eta: 6:16:34, time: 1.046, data_time: 0.001, memory: 6921, loss_aux: 0.9706, top1_acc: 0.6945, top5_acc: 0.8539, loss_cls: 1.2922, loss: 2.2628, grad_norm: 11.3766 2021-07-09 19:31:33,373 - mmaction - INFO - Epoch [145][1540/3757] lr: 1.000e-04, eta: 6:16:13, time: 1.068, data_time: 0.005, memory: 6921, loss_aux: 0.9138, top1_acc: 0.7188, top5_acc: 0.8789, loss_cls: 1.1970, loss: 2.1108, grad_norm: 11.1708 2021-07-09 19:31:54,632 - mmaction - INFO - Epoch [145][1560/3757] lr: 1.000e-04, eta: 6:15:51, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9695, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.2315, loss: 2.2010, grad_norm: 11.5328 2021-07-09 19:32:15,728 - mmaction - INFO - Epoch [145][1580/3757] lr: 1.000e-04, eta: 6:15:30, time: 1.054, data_time: 0.005, memory: 6921, loss_aux: 0.9182, top1_acc: 0.7000, top5_acc: 0.8789, loss_cls: 1.2327, loss: 2.1510, grad_norm: 11.4371 2021-07-09 19:32:36,530 - mmaction - INFO - Epoch [145][1600/3757] lr: 1.000e-04, eta: 6:15:08, time: 1.039, data_time: 0.003, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2938, loss: 2.2566, grad_norm: 11.9342 2021-07-09 19:32:57,699 - mmaction - INFO - Epoch [145][1620/3757] lr: 1.000e-04, eta: 6:14:47, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9502, top1_acc: 0.7047, top5_acc: 0.8641, loss_cls: 1.2483, loss: 2.1985, grad_norm: 11.4645 2021-07-09 19:33:19,607 - mmaction - INFO - Epoch [145][1640/3757] lr: 1.000e-04, eta: 6:14:25, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 0.9106, top1_acc: 0.7141, top5_acc: 0.8836, loss_cls: 1.1925, loss: 2.1031, grad_norm: 11.3019 2021-07-09 19:33:40,770 - mmaction - INFO - Epoch [145][1660/3757] lr: 1.000e-04, eta: 6:14:04, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9276, top1_acc: 0.7125, top5_acc: 0.8641, loss_cls: 1.2823, loss: 2.2098, grad_norm: 11.3979 2021-07-09 19:34:01,973 - mmaction - INFO - Epoch [145][1680/3757] lr: 1.000e-04, eta: 6:13:42, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9695, top1_acc: 0.6773, top5_acc: 0.8719, loss_cls: 1.2815, loss: 2.2510, grad_norm: 11.9677 2021-07-09 19:34:23,090 - mmaction - INFO - Epoch [145][1700/3757] lr: 1.000e-04, eta: 6:13:21, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9695, top1_acc: 0.6898, top5_acc: 0.8695, loss_cls: 1.2925, loss: 2.2620, grad_norm: 12.2210 2021-07-09 19:34:44,070 - mmaction - INFO - Epoch [145][1720/3757] lr: 1.000e-04, eta: 6:12:59, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9557, top1_acc: 0.7055, top5_acc: 0.8508, loss_cls: 1.2940, loss: 2.2498, grad_norm: 11.8605 2021-07-09 19:35:05,090 - mmaction - INFO - Epoch [145][1740/3757] lr: 1.000e-04, eta: 6:12:38, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9377, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.2842, loss: 2.2219, grad_norm: 11.7501 2021-07-09 19:35:26,105 - mmaction - INFO - Epoch [145][1760/3757] lr: 1.000e-04, eta: 6:12:16, time: 1.050, data_time: 0.002, memory: 6921, loss_aux: 0.8896, top1_acc: 0.7305, top5_acc: 0.8773, loss_cls: 1.1576, loss: 2.0473, grad_norm: 11.0870 2021-07-09 19:35:47,304 - mmaction - INFO - Epoch [145][1780/3757] lr: 1.000e-04, eta: 6:11:55, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.8974, top1_acc: 0.7172, top5_acc: 0.8719, loss_cls: 1.2023, loss: 2.0997, grad_norm: 11.2315 2021-07-09 19:36:09,126 - mmaction - INFO - Epoch [145][1800/3757] lr: 1.000e-04, eta: 6:11:33, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9485, top1_acc: 0.6937, top5_acc: 0.8602, loss_cls: 1.3178, loss: 2.2663, grad_norm: 11.8206 2021-07-09 19:36:30,259 - mmaction - INFO - Epoch [145][1820/3757] lr: 1.000e-04, eta: 6:11:12, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9369, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2411, loss: 2.1780, grad_norm: 11.6042 2021-07-09 19:36:51,414 - mmaction - INFO - Epoch [145][1840/3757] lr: 1.000e-04, eta: 6:10:50, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9791, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.3171, loss: 2.2962, grad_norm: 11.8455 2021-07-09 19:37:12,285 - mmaction - INFO - Epoch [145][1860/3757] lr: 1.000e-04, eta: 6:10:29, time: 1.043, data_time: 0.002, memory: 6921, loss_aux: 0.9174, top1_acc: 0.7070, top5_acc: 0.8680, loss_cls: 1.2366, loss: 2.1541, grad_norm: 11.4749 2021-07-09 19:37:33,588 - mmaction - INFO - Epoch [145][1880/3757] lr: 1.000e-04, eta: 6:10:07, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9398, top1_acc: 0.6773, top5_acc: 0.8633, loss_cls: 1.2891, loss: 2.2289, grad_norm: 11.7635 2021-07-09 19:37:54,563 - mmaction - INFO - Epoch [145][1900/3757] lr: 1.000e-04, eta: 6:09:46, time: 1.050, data_time: 0.004, memory: 6921, loss_aux: 0.9547, top1_acc: 0.6813, top5_acc: 0.8688, loss_cls: 1.3091, loss: 2.2638, grad_norm: 11.6454 2021-07-09 19:38:16,142 - mmaction - INFO - Epoch [145][1920/3757] lr: 1.000e-04, eta: 6:09:24, time: 1.078, data_time: 0.008, memory: 6921, loss_aux: 0.9536, top1_acc: 0.6914, top5_acc: 0.8617, loss_cls: 1.2975, loss: 2.2511, grad_norm: 11.2456 2021-07-09 19:38:37,517 - mmaction - INFO - Epoch [145][1940/3757] lr: 1.000e-04, eta: 6:09:03, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9017, top1_acc: 0.7109, top5_acc: 0.8727, loss_cls: 1.2013, loss: 2.1030, grad_norm: 11.2702 2021-07-09 19:38:58,490 - mmaction - INFO - Epoch [145][1960/3757] lr: 1.000e-04, eta: 6:08:41, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2526, loss: 2.2177, grad_norm: 11.3025 2021-07-09 19:39:19,555 - mmaction - INFO - Epoch [145][1980/3757] lr: 1.000e-04, eta: 6:08:20, time: 1.055, data_time: 0.007, memory: 6921, loss_aux: 0.9436, top1_acc: 0.6953, top5_acc: 0.8562, loss_cls: 1.2750, loss: 2.2186, grad_norm: 11.2664 2021-07-09 19:39:40,516 - mmaction - INFO - Epoch [145][2000/3757] lr: 1.000e-04, eta: 6:07:58, time: 1.047, data_time: 0.002, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6945, top5_acc: 0.8594, loss_cls: 1.2829, loss: 2.2386, grad_norm: 11.5270 2021-07-09 19:40:01,648 - mmaction - INFO - Epoch [145][2020/3757] lr: 1.000e-04, eta: 6:07:37, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9238, top1_acc: 0.7211, top5_acc: 0.8695, loss_cls: 1.2020, loss: 2.1258, grad_norm: 11.2089 2021-07-09 19:40:23,024 - mmaction - INFO - Epoch [145][2040/3757] lr: 1.000e-04, eta: 6:07:15, time: 1.068, data_time: 0.007, memory: 6921, loss_aux: 0.9599, top1_acc: 0.6719, top5_acc: 0.8594, loss_cls: 1.3259, loss: 2.2858, grad_norm: 11.8052 2021-07-09 19:40:44,541 - mmaction - INFO - Epoch [145][2060/3757] lr: 1.000e-04, eta: 6:06:54, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2788, loss: 2.2446, grad_norm: 11.5127 2021-07-09 19:41:05,819 - mmaction - INFO - Epoch [145][2080/3757] lr: 1.000e-04, eta: 6:06:32, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9993, top1_acc: 0.6727, top5_acc: 0.8445, loss_cls: 1.3680, loss: 2.3673, grad_norm: 11.7701 2021-07-09 19:41:27,107 - mmaction - INFO - Epoch [145][2100/3757] lr: 1.000e-04, eta: 6:06:11, time: 1.063, data_time: 0.003, memory: 6921, loss_aux: 0.9374, top1_acc: 0.7000, top5_acc: 0.8617, loss_cls: 1.2568, loss: 2.1942, grad_norm: 11.6036 2021-07-09 19:41:48,288 - mmaction - INFO - Epoch [145][2120/3757] lr: 1.000e-04, eta: 6:05:49, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9967, top1_acc: 0.6633, top5_acc: 0.8531, loss_cls: 1.3662, loss: 2.3629, grad_norm: 11.9326 2021-07-09 19:42:09,149 - mmaction - INFO - Epoch [145][2140/3757] lr: 1.000e-04, eta: 6:05:28, time: 1.041, data_time: 0.002, memory: 6921, loss_aux: 1.0029, top1_acc: 0.6859, top5_acc: 0.8500, loss_cls: 1.3508, loss: 2.3537, grad_norm: 11.4923 2021-07-09 19:42:30,647 - mmaction - INFO - Epoch [145][2160/3757] lr: 1.000e-04, eta: 6:05:06, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 1.0279, top1_acc: 0.6664, top5_acc: 0.8445, loss_cls: 1.4134, loss: 2.4413, grad_norm: 11.8024 2021-07-09 19:42:51,694 - mmaction - INFO - Epoch [145][2180/3757] lr: 1.000e-04, eta: 6:04:45, time: 1.052, data_time: 0.003, memory: 6921, loss_aux: 0.9105, top1_acc: 0.7195, top5_acc: 0.8781, loss_cls: 1.1710, loss: 2.0815, grad_norm: 11.1259 2021-07-09 19:43:12,827 - mmaction - INFO - Epoch [145][2200/3757] lr: 1.000e-04, eta: 6:04:23, time: 1.057, data_time: 0.002, memory: 6921, loss_aux: 0.9703, top1_acc: 0.6961, top5_acc: 0.8570, loss_cls: 1.2784, loss: 2.2487, grad_norm: 11.3541 2021-07-09 19:43:33,964 - mmaction - INFO - Epoch [145][2220/3757] lr: 1.000e-04, eta: 6:04:02, time: 1.054, data_time: 0.006, memory: 6921, loss_aux: 0.9194, top1_acc: 0.7117, top5_acc: 0.8734, loss_cls: 1.2359, loss: 2.1554, grad_norm: 11.5732 2021-07-09 19:43:55,248 - mmaction - INFO - Epoch [145][2240/3757] lr: 1.000e-04, eta: 6:03:40, time: 1.065, data_time: 0.005, memory: 6921, loss_aux: 0.9464, top1_acc: 0.6813, top5_acc: 0.8664, loss_cls: 1.2842, loss: 2.2306, grad_norm: 11.8499 2021-07-09 19:44:16,795 - mmaction - INFO - Epoch [145][2260/3757] lr: 1.000e-04, eta: 6:03:19, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9493, top1_acc: 0.6977, top5_acc: 0.8750, loss_cls: 1.2403, loss: 2.1896, grad_norm: 11.5925 2021-07-09 19:44:37,746 - mmaction - INFO - Epoch [145][2280/3757] lr: 1.000e-04, eta: 6:02:57, time: 1.049, data_time: 0.004, memory: 6921, loss_aux: 0.9200, top1_acc: 0.7063, top5_acc: 0.8680, loss_cls: 1.2409, loss: 2.1609, grad_norm: 11.7229 2021-07-09 19:44:59,899 - mmaction - INFO - Epoch [145][2300/3757] lr: 1.000e-04, eta: 6:02:36, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 0.8942, top1_acc: 0.7383, top5_acc: 0.8875, loss_cls: 1.1301, loss: 2.0243, grad_norm: 11.1305 2021-07-09 19:45:21,079 - mmaction - INFO - Epoch [145][2320/3757] lr: 1.000e-04, eta: 6:02:14, time: 1.059, data_time: 0.004, memory: 6921, loss_aux: 0.9463, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2516, loss: 2.1979, grad_norm: 11.6416 2021-07-09 19:45:41,990 - mmaction - INFO - Epoch [145][2340/3757] lr: 1.000e-04, eta: 6:01:53, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9349, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.2902, loss: 2.2251, grad_norm: 11.6280 2021-07-09 19:46:02,983 - mmaction - INFO - Epoch [145][2360/3757] lr: 1.000e-04, eta: 6:01:31, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9418, top1_acc: 0.7047, top5_acc: 0.8523, loss_cls: 1.3034, loss: 2.2452, grad_norm: 11.4601 2021-07-09 19:46:25,055 - mmaction - INFO - Epoch [145][2380/3757] lr: 1.000e-04, eta: 6:01:10, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 0.9676, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.2814, loss: 2.2490, grad_norm: 11.8953 2021-07-09 19:46:46,182 - mmaction - INFO - Epoch [145][2400/3757] lr: 1.000e-04, eta: 6:00:48, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9776, top1_acc: 0.6914, top5_acc: 0.8648, loss_cls: 1.2729, loss: 2.2505, grad_norm: 11.2937 2021-07-09 19:47:08,150 - mmaction - INFO - Epoch [145][2420/3757] lr: 1.000e-04, eta: 6:00:27, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 0.9031, top1_acc: 0.7063, top5_acc: 0.8672, loss_cls: 1.2395, loss: 2.1426, grad_norm: 11.6251 2021-07-09 19:47:29,364 - mmaction - INFO - Epoch [145][2440/3757] lr: 1.000e-04, eta: 6:00:05, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9715, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3511, loss: 2.3226, grad_norm: 11.7454 2021-07-09 19:47:50,475 - mmaction - INFO - Epoch [145][2460/3757] lr: 1.000e-04, eta: 5:59:44, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.8881, top1_acc: 0.7172, top5_acc: 0.8703, loss_cls: 1.1778, loss: 2.0659, grad_norm: 10.9332 2021-07-09 19:48:11,535 - mmaction - INFO - Epoch [145][2480/3757] lr: 1.000e-04, eta: 5:59:22, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9146, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.2240, loss: 2.1386, grad_norm: 11.7858 2021-07-09 19:48:33,509 - mmaction - INFO - Epoch [145][2500/3757] lr: 1.000e-04, eta: 5:59:01, time: 1.098, data_time: 0.051, memory: 6921, loss_aux: 0.9624, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2688, loss: 2.2312, grad_norm: 11.5658 2021-07-09 19:48:54,561 - mmaction - INFO - Epoch [145][2520/3757] lr: 1.000e-04, eta: 5:58:39, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9251, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2696, loss: 2.1947, grad_norm: 11.5927 2021-07-09 19:49:15,596 - mmaction - INFO - Epoch [145][2540/3757] lr: 1.000e-04, eta: 5:58:18, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6758, top5_acc: 0.8758, loss_cls: 1.3150, loss: 2.2772, grad_norm: 12.1301 2021-07-09 19:49:36,720 - mmaction - INFO - Epoch [145][2560/3757] lr: 1.000e-04, eta: 5:57:56, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9925, top1_acc: 0.6750, top5_acc: 0.8359, loss_cls: 1.3799, loss: 2.3724, grad_norm: 11.8260 2021-07-09 19:49:57,829 - mmaction - INFO - Epoch [145][2580/3757] lr: 1.000e-04, eta: 5:57:35, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9544, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.2775, loss: 2.2319, grad_norm: 11.7221 2021-07-09 19:50:18,981 - mmaction - INFO - Epoch [145][2600/3757] lr: 1.000e-04, eta: 5:57:13, time: 1.058, data_time: 0.005, memory: 6921, loss_aux: 0.9014, top1_acc: 0.7078, top5_acc: 0.8781, loss_cls: 1.2200, loss: 2.1214, grad_norm: 11.5494 2021-07-09 19:50:40,276 - mmaction - INFO - Epoch [145][2620/3757] lr: 1.000e-04, eta: 5:56:52, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6875, top5_acc: 0.8617, loss_cls: 1.3050, loss: 2.2918, grad_norm: 12.1108 2021-07-09 19:51:01,663 - mmaction - INFO - Epoch [145][2640/3757] lr: 1.000e-04, eta: 5:56:30, time: 1.068, data_time: 0.018, memory: 6921, loss_aux: 0.9583, top1_acc: 0.6969, top5_acc: 0.8609, loss_cls: 1.2813, loss: 2.2396, grad_norm: 11.6072 2021-07-09 19:51:23,048 - mmaction - INFO - Epoch [145][2660/3757] lr: 1.000e-04, eta: 5:56:09, time: 1.071, data_time: 0.020, memory: 6921, loss_aux: 0.9133, top1_acc: 0.7148, top5_acc: 0.8859, loss_cls: 1.1820, loss: 2.0953, grad_norm: 11.4417 2021-07-09 19:51:44,320 - mmaction - INFO - Epoch [145][2680/3757] lr: 1.000e-04, eta: 5:55:47, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9164, top1_acc: 0.7125, top5_acc: 0.8703, loss_cls: 1.2502, loss: 2.1666, grad_norm: 11.5541 2021-07-09 19:52:05,560 - mmaction - INFO - Epoch [145][2700/3757] lr: 1.000e-04, eta: 5:55:26, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9484, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2764, loss: 2.2248, grad_norm: 11.3274 2021-07-09 19:52:27,160 - mmaction - INFO - Epoch [145][2720/3757] lr: 1.000e-04, eta: 5:55:04, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9928, top1_acc: 0.6766, top5_acc: 0.8375, loss_cls: 1.3443, loss: 2.3371, grad_norm: 11.6205 2021-07-09 19:52:48,306 - mmaction - INFO - Epoch [145][2740/3757] lr: 1.000e-04, eta: 5:54:43, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.8990, top1_acc: 0.7070, top5_acc: 0.8633, loss_cls: 1.2108, loss: 2.1098, grad_norm: 11.2015 2021-07-09 19:53:09,755 - mmaction - INFO - Epoch [145][2760/3757] lr: 1.000e-04, eta: 5:54:21, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 0.9795, top1_acc: 0.6797, top5_acc: 0.8414, loss_cls: 1.3545, loss: 2.3340, grad_norm: 11.8991 2021-07-09 19:53:31,204 - mmaction - INFO - Epoch [145][2780/3757] lr: 1.000e-04, eta: 5:54:00, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9328, top1_acc: 0.6930, top5_acc: 0.8734, loss_cls: 1.2374, loss: 2.1702, grad_norm: 11.5431 2021-07-09 19:53:52,380 - mmaction - INFO - Epoch [145][2800/3757] lr: 1.000e-04, eta: 5:53:38, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9899, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3459, loss: 2.3358, grad_norm: 11.7070 2021-07-09 19:54:13,445 - mmaction - INFO - Epoch [145][2820/3757] lr: 1.000e-04, eta: 5:53:17, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.9343, top1_acc: 0.7133, top5_acc: 0.8703, loss_cls: 1.2026, loss: 2.1369, grad_norm: 11.1524 2021-07-09 19:54:34,519 - mmaction - INFO - Epoch [145][2840/3757] lr: 1.000e-04, eta: 5:52:55, time: 1.054, data_time: 0.004, memory: 6921, loss_aux: 0.9739, top1_acc: 0.6836, top5_acc: 0.8469, loss_cls: 1.3408, loss: 2.3147, grad_norm: 11.5638 2021-07-09 19:54:56,048 - mmaction - INFO - Epoch [145][2860/3757] lr: 1.000e-04, eta: 5:52:34, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9476, top1_acc: 0.6867, top5_acc: 0.8695, loss_cls: 1.2556, loss: 2.2032, grad_norm: 12.0162 2021-07-09 19:55:17,385 - mmaction - INFO - Epoch [145][2880/3757] lr: 1.000e-04, eta: 5:52:12, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9321, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2419, loss: 2.1740, grad_norm: 11.7791 2021-07-09 19:55:38,513 - mmaction - INFO - Epoch [145][2900/3757] lr: 1.000e-04, eta: 5:51:50, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9880, top1_acc: 0.6969, top5_acc: 0.8500, loss_cls: 1.3401, loss: 2.3281, grad_norm: 11.7743 2021-07-09 19:55:59,502 - mmaction - INFO - Epoch [145][2920/3757] lr: 1.000e-04, eta: 5:51:29, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9284, top1_acc: 0.7125, top5_acc: 0.8562, loss_cls: 1.2173, loss: 2.1457, grad_norm: 11.3867 2021-07-09 19:56:20,824 - mmaction - INFO - Epoch [145][2940/3757] lr: 1.000e-04, eta: 5:51:07, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9440, top1_acc: 0.6953, top5_acc: 0.8586, loss_cls: 1.2672, loss: 2.2112, grad_norm: 11.6846 2021-07-09 19:56:41,955 - mmaction - INFO - Epoch [145][2960/3757] lr: 1.000e-04, eta: 5:50:46, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3219, loss: 2.2915, grad_norm: 11.7344 2021-07-09 19:57:03,012 - mmaction - INFO - Epoch [145][2980/3757] lr: 1.000e-04, eta: 5:50:24, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9434, top1_acc: 0.6984, top5_acc: 0.8836, loss_cls: 1.2205, loss: 2.1639, grad_norm: 11.6482 2021-07-09 19:57:25,274 - mmaction - INFO - Epoch [145][3000/3757] lr: 1.000e-04, eta: 5:50:03, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 1.0059, top1_acc: 0.6930, top5_acc: 0.8617, loss_cls: 1.3381, loss: 2.3440, grad_norm: 11.8270 2021-07-09 19:57:46,086 - mmaction - INFO - Epoch [145][3020/3757] lr: 1.000e-04, eta: 5:49:41, time: 1.040, data_time: 0.001, memory: 6921, loss_aux: 0.9494, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2989, loss: 2.2484, grad_norm: 11.7337 2021-07-09 19:58:07,106 - mmaction - INFO - Epoch [145][3040/3757] lr: 1.000e-04, eta: 5:49:20, time: 1.051, data_time: 0.003, memory: 6921, loss_aux: 0.9344, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2106, loss: 2.1450, grad_norm: 11.4517 2021-07-09 19:58:28,338 - mmaction - INFO - Epoch [145][3060/3757] lr: 1.000e-04, eta: 5:48:58, time: 1.060, data_time: 0.004, memory: 6921, loss_aux: 0.9336, top1_acc: 0.6867, top5_acc: 0.8734, loss_cls: 1.2813, loss: 2.2149, grad_norm: 11.5999 2021-07-09 19:58:49,452 - mmaction - INFO - Epoch [145][3080/3757] lr: 1.000e-04, eta: 5:48:37, time: 1.057, data_time: 0.005, memory: 6921, loss_aux: 0.9498, top1_acc: 0.6977, top5_acc: 0.8562, loss_cls: 1.2940, loss: 2.2437, grad_norm: 11.6480 2021-07-09 19:59:10,617 - mmaction - INFO - Epoch [145][3100/3757] lr: 1.000e-04, eta: 5:48:15, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9597, top1_acc: 0.6977, top5_acc: 0.8594, loss_cls: 1.2686, loss: 2.2283, grad_norm: 11.5582 2021-07-09 19:59:31,744 - mmaction - INFO - Epoch [145][3120/3757] lr: 1.000e-04, eta: 5:47:54, time: 1.058, data_time: 0.007, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3107, loss: 2.2801, grad_norm: 11.6376 2021-07-09 19:59:52,915 - mmaction - INFO - Epoch [145][3140/3757] lr: 1.000e-04, eta: 5:47:32, time: 1.058, data_time: 0.015, memory: 6921, loss_aux: 0.9260, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2168, loss: 2.1427, grad_norm: 11.3138 2021-07-09 20:00:14,077 - mmaction - INFO - Epoch [145][3160/3757] lr: 1.000e-04, eta: 5:47:11, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9314, top1_acc: 0.7188, top5_acc: 0.8703, loss_cls: 1.2056, loss: 2.1369, grad_norm: 11.3919 2021-07-09 20:00:35,989 - mmaction - INFO - Epoch [145][3180/3757] lr: 1.000e-04, eta: 5:46:49, time: 1.096, data_time: 0.051, memory: 6921, loss_aux: 0.9225, top1_acc: 0.7133, top5_acc: 0.8602, loss_cls: 1.2537, loss: 2.1762, grad_norm: 11.4552 2021-07-09 20:00:57,041 - mmaction - INFO - Epoch [145][3200/3757] lr: 1.000e-04, eta: 5:46:28, time: 1.051, data_time: 0.005, memory: 6921, loss_aux: 0.9487, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2822, loss: 2.2309, grad_norm: 11.8065 2021-07-09 20:01:18,475 - mmaction - INFO - Epoch [145][3220/3757] lr: 1.000e-04, eta: 5:46:06, time: 1.073, data_time: 0.022, memory: 6921, loss_aux: 0.9336, top1_acc: 0.7094, top5_acc: 0.8602, loss_cls: 1.2298, loss: 2.1634, grad_norm: 11.4703 2021-07-09 20:01:39,650 - mmaction - INFO - Epoch [145][3240/3757] lr: 1.000e-04, eta: 5:45:45, time: 1.058, data_time: 0.003, memory: 6921, loss_aux: 0.9387, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2646, loss: 2.2033, grad_norm: 11.6341 2021-07-09 20:02:00,932 - mmaction - INFO - Epoch [145][3260/3757] lr: 1.000e-04, eta: 5:45:23, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9176, top1_acc: 0.6992, top5_acc: 0.8828, loss_cls: 1.2171, loss: 2.1347, grad_norm: 11.6266 2021-07-09 20:02:22,125 - mmaction - INFO - Epoch [145][3280/3757] lr: 1.000e-04, eta: 5:45:02, time: 1.058, data_time: 0.002, memory: 6921, loss_aux: 0.9389, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2644, loss: 2.2033, grad_norm: 11.5809 2021-07-09 20:02:43,405 - mmaction - INFO - Epoch [145][3300/3757] lr: 1.000e-04, eta: 5:44:40, time: 1.066, data_time: 0.003, memory: 6921, loss_aux: 0.9142, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2376, loss: 2.1517, grad_norm: 11.3881 2021-07-09 20:03:04,508 - mmaction - INFO - Epoch [145][3320/3757] lr: 1.000e-04, eta: 5:44:19, time: 1.055, data_time: 0.003, memory: 6921, loss_aux: 0.9729, top1_acc: 0.6914, top5_acc: 0.8594, loss_cls: 1.2973, loss: 2.2701, grad_norm: 11.9130 2021-07-09 20:03:25,553 - mmaction - INFO - Epoch [145][3340/3757] lr: 1.000e-04, eta: 5:43:57, time: 1.051, data_time: 0.004, memory: 6921, loss_aux: 0.9366, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2537, loss: 2.1904, grad_norm: 11.9433 2021-07-09 20:03:46,742 - mmaction - INFO - Epoch [145][3360/3757] lr: 1.000e-04, eta: 5:43:36, time: 1.061, data_time: 0.006, memory: 6921, loss_aux: 0.9334, top1_acc: 0.7266, top5_acc: 0.8750, loss_cls: 1.2248, loss: 2.1582, grad_norm: 11.1057 2021-07-09 20:04:07,883 - mmaction - INFO - Epoch [145][3380/3757] lr: 1.000e-04, eta: 5:43:14, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.8772, top1_acc: 0.7180, top5_acc: 0.8648, loss_cls: 1.1836, loss: 2.0608, grad_norm: 10.8950 2021-07-09 20:04:29,043 - mmaction - INFO - Epoch [145][3400/3757] lr: 1.000e-04, eta: 5:42:53, time: 1.057, data_time: 0.004, memory: 6921, loss_aux: 0.9226, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2425, loss: 2.1650, grad_norm: 11.5452 2021-07-09 20:04:50,229 - mmaction - INFO - Epoch [145][3420/3757] lr: 1.000e-04, eta: 5:42:31, time: 1.060, data_time: 0.003, memory: 6921, loss_aux: 0.9534, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2524, loss: 2.2059, grad_norm: 11.7036 2021-07-09 20:05:11,249 - mmaction - INFO - Epoch [145][3440/3757] lr: 1.000e-04, eta: 5:42:10, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.8761, top1_acc: 0.7086, top5_acc: 0.8852, loss_cls: 1.1668, loss: 2.0429, grad_norm: 11.1330 2021-07-09 20:05:32,294 - mmaction - INFO - Epoch [145][3460/3757] lr: 1.000e-04, eta: 5:41:48, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9122, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2121, loss: 2.1243, grad_norm: 11.3197 2021-07-09 20:05:53,460 - mmaction - INFO - Epoch [145][3480/3757] lr: 1.000e-04, eta: 5:41:27, time: 1.058, data_time: 0.001, memory: 6921, loss_aux: 0.9299, top1_acc: 0.7172, top5_acc: 0.8578, loss_cls: 1.2257, loss: 2.1556, grad_norm: 11.0583 2021-07-09 20:06:14,769 - mmaction - INFO - Epoch [145][3500/3757] lr: 1.000e-04, eta: 5:41:05, time: 1.066, data_time: 0.014, memory: 6921, loss_aux: 0.9450, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2469, loss: 2.1918, grad_norm: 11.3756 2021-07-09 20:06:36,099 - mmaction - INFO - Epoch [145][3520/3757] lr: 1.000e-04, eta: 5:40:44, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6891, top5_acc: 0.8672, loss_cls: 1.2569, loss: 2.2149, grad_norm: 11.5507 2021-07-09 20:06:57,687 - mmaction - INFO - Epoch [145][3540/3757] lr: 1.000e-04, eta: 5:40:22, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 0.9323, top1_acc: 0.7141, top5_acc: 0.8672, loss_cls: 1.2195, loss: 2.1518, grad_norm: 11.3327 2021-07-09 20:07:19,353 - mmaction - INFO - Epoch [145][3560/3757] lr: 1.000e-04, eta: 5:40:01, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9282, top1_acc: 0.6953, top5_acc: 0.8852, loss_cls: 1.2061, loss: 2.1343, grad_norm: 11.6211 2021-07-09 20:07:41,467 - mmaction - INFO - Epoch [145][3580/3757] lr: 1.000e-04, eta: 5:39:39, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 0.9331, top1_acc: 0.6961, top5_acc: 0.8703, loss_cls: 1.2551, loss: 2.1881, grad_norm: 11.7565 2021-07-09 20:08:02,425 - mmaction - INFO - Epoch [145][3600/3757] lr: 1.000e-04, eta: 5:39:18, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9247, top1_acc: 0.6961, top5_acc: 0.8508, loss_cls: 1.2976, loss: 2.2223, grad_norm: 11.8791 2021-07-09 20:08:23,499 - mmaction - INFO - Epoch [145][3620/3757] lr: 1.000e-04, eta: 5:38:56, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9901, top1_acc: 0.6727, top5_acc: 0.8516, loss_cls: 1.3726, loss: 2.3627, grad_norm: 11.7529 2021-07-09 20:08:44,881 - mmaction - INFO - Epoch [145][3640/3757] lr: 1.000e-04, eta: 5:38:35, time: 1.069, data_time: 0.003, memory: 6921, loss_aux: 0.9952, top1_acc: 0.6836, top5_acc: 0.8570, loss_cls: 1.3206, loss: 2.3158, grad_norm: 11.8287 2021-07-09 20:09:05,732 - mmaction - INFO - Epoch [145][3660/3757] lr: 1.000e-04, eta: 5:38:13, time: 1.043, data_time: 0.003, memory: 6921, loss_aux: 0.9824, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3253, loss: 2.3077, grad_norm: 11.6941 2021-07-09 20:09:27,197 - mmaction - INFO - Epoch [145][3680/3757] lr: 1.000e-04, eta: 5:37:52, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9122, top1_acc: 0.7172, top5_acc: 0.8602, loss_cls: 1.2454, loss: 2.1576, grad_norm: 11.3818 2021-07-09 20:09:48,174 - mmaction - INFO - Epoch [145][3700/3757] lr: 1.000e-04, eta: 5:37:30, time: 1.048, data_time: 0.002, memory: 6921, loss_aux: 0.9239, top1_acc: 0.7195, top5_acc: 0.8820, loss_cls: 1.1909, loss: 2.1148, grad_norm: 11.2755 2021-07-09 20:10:09,200 - mmaction - INFO - Epoch [145][3720/3757] lr: 1.000e-04, eta: 5:37:09, time: 1.053, data_time: 0.004, memory: 6921, loss_aux: 0.8993, top1_acc: 0.7156, top5_acc: 0.8867, loss_cls: 1.1700, loss: 2.0693, grad_norm: 11.5502 2021-07-09 20:10:32,031 - mmaction - INFO - Epoch [145][3740/3757] lr: 1.000e-04, eta: 5:36:47, time: 1.141, data_time: 0.002, memory: 6921, loss_aux: 0.9463, top1_acc: 0.7055, top5_acc: 0.8602, loss_cls: 1.2706, loss: 2.2169, grad_norm: 11.4419 2021-07-09 20:10:50,175 - mmaction - INFO - Saving checkpoint at 145 epochs 2021-07-09 20:15:40,528 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 20:15:41,348 - mmaction - INFO - top1_acc 0.7091 top5_acc 0.8887 2021-07-09 20:15:41,348 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 20:15:41,380 - mmaction - INFO - mean_acc 0.7090 2021-07-09 20:15:41,389 - mmaction - INFO - Epoch(val) [145][310] top1_acc: 0.7091, top5_acc: 0.8887, mean_class_accuracy: 0.7090 2021-07-09 20:16:42,566 - mmaction - INFO - Epoch [146][20/3757] lr: 1.000e-04, eta: 5:36:08, time: 3.056, data_time: 1.952, memory: 6921, loss_aux: 0.9092, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2275, loss: 2.1368, grad_norm: 11.3709 2021-07-09 20:17:05,093 - mmaction - INFO - Epoch [146][40/3757] lr: 1.000e-04, eta: 5:35:47, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 0.9218, top1_acc: 0.7016, top5_acc: 0.8820, loss_cls: 1.2228, loss: 2.1446, grad_norm: 11.4146 2021-07-09 20:17:26,280 - mmaction - INFO - Epoch [146][60/3757] lr: 1.000e-04, eta: 5:35:25, time: 1.057, data_time: 0.001, memory: 6921, loss_aux: 0.9469, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.2855, loss: 2.2324, grad_norm: 11.7763 2021-07-09 20:17:47,445 - mmaction - INFO - Epoch [146][80/3757] lr: 1.000e-04, eta: 5:35:04, time: 1.060, data_time: 0.005, memory: 6921, loss_aux: 0.9995, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.3507, loss: 2.3502, grad_norm: 11.8988 2021-07-09 20:18:09,962 - mmaction - INFO - Epoch [146][100/3757] lr: 1.000e-04, eta: 5:34:42, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 0.9246, top1_acc: 0.6977, top5_acc: 0.8773, loss_cls: 1.2000, loss: 2.1246, grad_norm: 11.3645 2021-07-09 20:18:31,179 - mmaction - INFO - Epoch [146][120/3757] lr: 1.000e-04, eta: 5:34:21, time: 1.059, data_time: 0.002, memory: 6921, loss_aux: 0.9049, top1_acc: 0.7086, top5_acc: 0.8906, loss_cls: 1.1705, loss: 2.0754, grad_norm: 11.5234 2021-07-09 20:18:52,727 - mmaction - INFO - Epoch [146][140/3757] lr: 1.000e-04, eta: 5:33:59, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9325, top1_acc: 0.7102, top5_acc: 0.8805, loss_cls: 1.2096, loss: 2.1421, grad_norm: 11.6424 2021-07-09 20:19:15,238 - mmaction - INFO - Epoch [146][160/3757] lr: 1.000e-04, eta: 5:33:38, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 0.9462, top1_acc: 0.6914, top5_acc: 0.8500, loss_cls: 1.3070, loss: 2.2532, grad_norm: 11.6941 2021-07-09 20:19:36,598 - mmaction - INFO - Epoch [146][180/3757] lr: 1.000e-04, eta: 5:33:16, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9166, top1_acc: 0.7148, top5_acc: 0.8672, loss_cls: 1.2096, loss: 2.1262, grad_norm: 11.2122 2021-07-09 20:19:58,358 - mmaction - INFO - Epoch [146][200/3757] lr: 1.000e-04, eta: 5:32:55, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9426, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.2645, loss: 2.2070, grad_norm: 11.5479 2021-07-09 20:20:19,623 - mmaction - INFO - Epoch [146][220/3757] lr: 1.000e-04, eta: 5:32:33, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9391, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.2868, loss: 2.2259, grad_norm: 11.5239 2021-07-09 20:20:41,633 - mmaction - INFO - Epoch [146][240/3757] lr: 1.000e-04, eta: 5:32:12, time: 1.101, data_time: 0.002, memory: 6921, loss_aux: 0.9287, top1_acc: 0.7063, top5_acc: 0.8703, loss_cls: 1.2483, loss: 2.1770, grad_norm: 11.5223 2021-07-09 20:21:03,821 - mmaction - INFO - Epoch [146][260/3757] lr: 1.000e-04, eta: 5:31:50, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 0.9418, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2345, loss: 2.1763, grad_norm: 11.4643 2021-07-09 20:21:25,100 - mmaction - INFO - Epoch [146][280/3757] lr: 1.000e-04, eta: 5:31:29, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9138, top1_acc: 0.6984, top5_acc: 0.8695, loss_cls: 1.2834, loss: 2.1973, grad_norm: 11.7291 2021-07-09 20:21:47,260 - mmaction - INFO - Epoch [146][300/3757] lr: 1.000e-04, eta: 5:31:07, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 0.9678, top1_acc: 0.6906, top5_acc: 0.8672, loss_cls: 1.2684, loss: 2.2362, grad_norm: 11.7852 2021-07-09 20:22:08,412 - mmaction - INFO - Epoch [146][320/3757] lr: 1.000e-04, eta: 5:30:46, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 1.0017, top1_acc: 0.6523, top5_acc: 0.8570, loss_cls: 1.3751, loss: 2.3768, grad_norm: 12.0226 2021-07-09 20:22:29,931 - mmaction - INFO - Epoch [146][340/3757] lr: 1.000e-04, eta: 5:30:24, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9176, top1_acc: 0.7148, top5_acc: 0.8672, loss_cls: 1.2175, loss: 2.1351, grad_norm: 11.1595 2021-07-09 20:22:51,292 - mmaction - INFO - Epoch [146][360/3757] lr: 1.000e-04, eta: 5:30:03, time: 1.070, data_time: 0.004, memory: 6921, loss_aux: 0.9475, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2740, loss: 2.2214, grad_norm: 11.8963 2021-07-09 20:23:13,315 - mmaction - INFO - Epoch [146][380/3757] lr: 1.000e-04, eta: 5:29:42, time: 1.100, data_time: 0.001, memory: 6921, loss_aux: 0.9217, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.2098, loss: 2.1314, grad_norm: 11.5878 2021-07-09 20:23:35,766 - mmaction - INFO - Epoch [146][400/3757] lr: 1.000e-04, eta: 5:29:20, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 0.9777, top1_acc: 0.6828, top5_acc: 0.8602, loss_cls: 1.3140, loss: 2.2917, grad_norm: 11.8477 2021-07-09 20:23:56,691 - mmaction - INFO - Epoch [146][420/3757] lr: 1.000e-04, eta: 5:28:59, time: 1.047, data_time: 0.004, memory: 6921, loss_aux: 0.9305, top1_acc: 0.7070, top5_acc: 0.8719, loss_cls: 1.2196, loss: 2.1501, grad_norm: 11.6312 2021-07-09 20:24:18,178 - mmaction - INFO - Epoch [146][440/3757] lr: 1.000e-04, eta: 5:28:37, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 0.9131, top1_acc: 0.7039, top5_acc: 0.8758, loss_cls: 1.1702, loss: 2.0833, grad_norm: 11.0807 2021-07-09 20:24:39,591 - mmaction - INFO - Epoch [146][460/3757] lr: 1.000e-04, eta: 5:28:16, time: 1.073, data_time: 0.007, memory: 6921, loss_aux: 0.9342, top1_acc: 0.7078, top5_acc: 0.8742, loss_cls: 1.2318, loss: 2.1660, grad_norm: 11.4641 2021-07-09 20:25:01,935 - mmaction - INFO - Epoch [146][480/3757] lr: 1.000e-04, eta: 5:27:54, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 0.9474, top1_acc: 0.6898, top5_acc: 0.8547, loss_cls: 1.2938, loss: 2.2411, grad_norm: 11.4933 2021-07-09 20:25:24,053 - mmaction - INFO - Epoch [146][500/3757] lr: 1.000e-04, eta: 5:27:33, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 0.9690, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.3175, loss: 2.2864, grad_norm: 11.3745 2021-07-09 20:25:45,138 - mmaction - INFO - Epoch [146][520/3757] lr: 1.000e-04, eta: 5:27:11, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9238, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.2240, loss: 2.1479, grad_norm: 11.4645 2021-07-09 20:26:06,772 - mmaction - INFO - Epoch [146][540/3757] lr: 1.000e-04, eta: 5:26:50, time: 1.082, data_time: 0.006, memory: 6921, loss_aux: 0.9343, top1_acc: 0.7047, top5_acc: 0.8867, loss_cls: 1.2097, loss: 2.1440, grad_norm: 11.3876 2021-07-09 20:26:27,840 - mmaction - INFO - Epoch [146][560/3757] lr: 1.000e-04, eta: 5:26:28, time: 1.056, data_time: 0.004, memory: 6921, loss_aux: 0.9571, top1_acc: 0.6797, top5_acc: 0.8695, loss_cls: 1.2887, loss: 2.2458, grad_norm: 11.8711 2021-07-09 20:26:50,099 - mmaction - INFO - Epoch [146][580/3757] lr: 1.000e-04, eta: 5:26:07, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 0.9575, top1_acc: 0.6867, top5_acc: 0.8680, loss_cls: 1.2889, loss: 2.2464, grad_norm: 11.5889 2021-07-09 20:27:11,358 - mmaction - INFO - Epoch [146][600/3757] lr: 1.000e-04, eta: 5:25:45, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.8882, top1_acc: 0.7141, top5_acc: 0.8766, loss_cls: 1.1973, loss: 2.0854, grad_norm: 11.2477 2021-07-09 20:27:32,804 - mmaction - INFO - Epoch [146][620/3757] lr: 1.000e-04, eta: 5:25:24, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9383, top1_acc: 0.6945, top5_acc: 0.8758, loss_cls: 1.2496, loss: 2.1879, grad_norm: 11.6965 2021-07-09 20:27:54,924 - mmaction - INFO - Epoch [146][640/3757] lr: 1.000e-04, eta: 5:25:02, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 0.9886, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3407, loss: 2.3294, grad_norm: 12.2602 2021-07-09 20:28:16,081 - mmaction - INFO - Epoch [146][660/3757] lr: 1.000e-04, eta: 5:24:41, time: 1.059, data_time: 0.003, memory: 6921, loss_aux: 0.9012, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1573, loss: 2.0585, grad_norm: 11.1363 2021-07-09 20:28:38,612 - mmaction - INFO - Epoch [146][680/3757] lr: 1.000e-04, eta: 5:24:19, time: 1.127, data_time: 0.002, memory: 6921, loss_aux: 0.9244, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.2444, loss: 2.1688, grad_norm: 11.4583 2021-07-09 20:28:59,801 - mmaction - INFO - Epoch [146][700/3757] lr: 1.000e-04, eta: 5:23:58, time: 1.060, data_time: 0.002, memory: 6921, loss_aux: 0.9655, top1_acc: 0.6820, top5_acc: 0.8562, loss_cls: 1.2984, loss: 2.2639, grad_norm: 12.0217 2021-07-09 20:29:21,230 - mmaction - INFO - Epoch [146][720/3757] lr: 1.000e-04, eta: 5:23:36, time: 1.071, data_time: 0.002, memory: 6921, loss_aux: 0.9403, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2505, loss: 2.1909, grad_norm: 11.5335 2021-07-09 20:29:43,274 - mmaction - INFO - Epoch [146][740/3757] lr: 1.000e-04, eta: 5:23:15, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 0.9846, top1_acc: 0.6664, top5_acc: 0.8516, loss_cls: 1.3459, loss: 2.3305, grad_norm: 11.5649 2021-07-09 20:30:05,129 - mmaction - INFO - Epoch [146][760/3757] lr: 1.000e-04, eta: 5:22:53, time: 1.093, data_time: 0.005, memory: 6921, loss_aux: 0.9229, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.2502, loss: 2.1731, grad_norm: 11.5687 2021-07-09 20:30:26,585 - mmaction - INFO - Epoch [146][780/3757] lr: 1.000e-04, eta: 5:22:32, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9566, top1_acc: 0.7008, top5_acc: 0.8633, loss_cls: 1.2855, loss: 2.2420, grad_norm: 11.6659 2021-07-09 20:30:48,062 - mmaction - INFO - Epoch [146][800/3757] lr: 1.000e-04, eta: 5:22:10, time: 1.073, data_time: 0.001, memory: 6921, loss_aux: 0.9408, top1_acc: 0.6945, top5_acc: 0.8516, loss_cls: 1.2719, loss: 2.2127, grad_norm: 11.5209 2021-07-09 20:31:09,326 - mmaction - INFO - Epoch [146][820/3757] lr: 1.000e-04, eta: 5:21:49, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9089, top1_acc: 0.7156, top5_acc: 0.8734, loss_cls: 1.2190, loss: 2.1279, grad_norm: 11.3638 2021-07-09 20:31:30,592 - mmaction - INFO - Epoch [146][840/3757] lr: 1.000e-04, eta: 5:21:27, time: 1.063, data_time: 0.005, memory: 6921, loss_aux: 0.9499, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2390, loss: 2.1888, grad_norm: 11.2628 2021-07-09 20:31:52,340 - mmaction - INFO - Epoch [146][860/3757] lr: 1.000e-04, eta: 5:21:06, time: 1.086, data_time: 0.010, memory: 6921, loss_aux: 0.9490, top1_acc: 0.6820, top5_acc: 0.8500, loss_cls: 1.2958, loss: 2.2448, grad_norm: 11.3231 2021-07-09 20:32:15,223 - mmaction - INFO - Epoch [146][880/3757] lr: 1.000e-04, eta: 5:20:44, time: 1.145, data_time: 0.077, memory: 6921, loss_aux: 0.9630, top1_acc: 0.6914, top5_acc: 0.8594, loss_cls: 1.2860, loss: 2.2490, grad_norm: 11.4414 2021-07-09 20:32:36,348 - mmaction - INFO - Epoch [146][900/3757] lr: 1.000e-04, eta: 5:20:23, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 0.9116, top1_acc: 0.7148, top5_acc: 0.8742, loss_cls: 1.2080, loss: 2.1196, grad_norm: 11.4164 2021-07-09 20:32:57,423 - mmaction - INFO - Epoch [146][920/3757] lr: 1.000e-04, eta: 5:20:01, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9081, top1_acc: 0.6914, top5_acc: 0.8812, loss_cls: 1.2388, loss: 2.1469, grad_norm: 11.8764 2021-07-09 20:33:19,395 - mmaction - INFO - Epoch [146][940/3757] lr: 1.000e-04, eta: 5:19:40, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 0.9676, top1_acc: 0.7086, top5_acc: 0.8695, loss_cls: 1.2729, loss: 2.2405, grad_norm: 11.5900 2021-07-09 20:33:41,251 - mmaction - INFO - Epoch [146][960/3757] lr: 1.000e-04, eta: 5:19:18, time: 1.093, data_time: 0.030, memory: 6921, loss_aux: 1.0006, top1_acc: 0.6828, top5_acc: 0.8477, loss_cls: 1.3768, loss: 2.3774, grad_norm: 12.1286 2021-07-09 20:34:02,551 - mmaction - INFO - Epoch [146][980/3757] lr: 1.000e-04, eta: 5:18:57, time: 1.065, data_time: 0.004, memory: 6921, loss_aux: 0.9597, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2404, loss: 2.2002, grad_norm: 11.6276 2021-07-09 20:34:25,264 - mmaction - INFO - Epoch [146][1000/3757] lr: 1.000e-04, eta: 5:18:35, time: 1.137, data_time: 0.007, memory: 6921, loss_aux: 0.9643, top1_acc: 0.7125, top5_acc: 0.8727, loss_cls: 1.2372, loss: 2.2016, grad_norm: 11.7000 2021-07-09 20:34:47,409 - mmaction - INFO - Epoch [146][1020/3757] lr: 1.000e-04, eta: 5:18:14, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 0.9385, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2635, loss: 2.2019, grad_norm: 11.5512 2021-07-09 20:35:08,864 - mmaction - INFO - Epoch [146][1040/3757] lr: 1.000e-04, eta: 5:17:52, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9225, top1_acc: 0.7117, top5_acc: 0.8625, loss_cls: 1.2535, loss: 2.1761, grad_norm: 11.6951 2021-07-09 20:35:30,723 - mmaction - INFO - Epoch [146][1060/3757] lr: 1.000e-04, eta: 5:17:31, time: 1.093, data_time: 0.003, memory: 6921, loss_aux: 0.9485, top1_acc: 0.6945, top5_acc: 0.8516, loss_cls: 1.3368, loss: 2.2853, grad_norm: 11.4818 2021-07-09 20:35:52,280 - mmaction - INFO - Epoch [146][1080/3757] lr: 1.000e-04, eta: 5:17:09, time: 1.077, data_time: 0.003, memory: 6921, loss_aux: 0.9430, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2412, loss: 2.1843, grad_norm: 11.5831 2021-07-09 20:36:13,513 - mmaction - INFO - Epoch [146][1100/3757] lr: 1.000e-04, eta: 5:16:48, time: 1.064, data_time: 0.005, memory: 6921, loss_aux: 0.9043, top1_acc: 0.7086, top5_acc: 0.8641, loss_cls: 1.2386, loss: 2.1429, grad_norm: 11.7555 2021-07-09 20:36:36,218 - mmaction - INFO - Epoch [146][1120/3757] lr: 1.000e-04, eta: 5:16:26, time: 1.134, data_time: 0.087, memory: 6921, loss_aux: 0.9498, top1_acc: 0.6984, top5_acc: 0.8711, loss_cls: 1.2293, loss: 2.1791, grad_norm: 11.4502 2021-07-09 20:36:57,528 - mmaction - INFO - Epoch [146][1140/3757] lr: 1.000e-04, eta: 5:16:05, time: 1.065, data_time: 0.010, memory: 6921, loss_aux: 0.9677, top1_acc: 0.6797, top5_acc: 0.8641, loss_cls: 1.3205, loss: 2.2882, grad_norm: 11.7883 2021-07-09 20:37:19,484 - mmaction - INFO - Epoch [146][1160/3757] lr: 1.000e-04, eta: 5:15:43, time: 1.098, data_time: 0.043, memory: 6921, loss_aux: 0.8968, top1_acc: 0.7102, top5_acc: 0.8742, loss_cls: 1.2083, loss: 2.1051, grad_norm: 11.3055 2021-07-09 20:37:41,873 - mmaction - INFO - Epoch [146][1180/3757] lr: 1.000e-04, eta: 5:15:22, time: 1.119, data_time: 0.005, memory: 6921, loss_aux: 0.9196, top1_acc: 0.7172, top5_acc: 0.8734, loss_cls: 1.1985, loss: 2.1181, grad_norm: 11.4230 2021-07-09 20:38:03,474 - mmaction - INFO - Epoch [146][1200/3757] lr: 1.000e-04, eta: 5:15:00, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.8962, top1_acc: 0.7172, top5_acc: 0.8742, loss_cls: 1.2056, loss: 2.1018, grad_norm: 11.5072 2021-07-09 20:38:25,670 - mmaction - INFO - Epoch [146][1220/3757] lr: 1.000e-04, eta: 5:14:39, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 0.9287, top1_acc: 0.7055, top5_acc: 0.8648, loss_cls: 1.2328, loss: 2.1616, grad_norm: 11.5896 2021-07-09 20:38:47,082 - mmaction - INFO - Epoch [146][1240/3757] lr: 1.000e-04, eta: 5:14:17, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 0.9541, top1_acc: 0.7047, top5_acc: 0.8609, loss_cls: 1.2728, loss: 2.2269, grad_norm: 11.6278 2021-07-09 20:39:08,709 - mmaction - INFO - Epoch [146][1260/3757] lr: 1.000e-04, eta: 5:13:56, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.9434, top1_acc: 0.7102, top5_acc: 0.8680, loss_cls: 1.2494, loss: 2.1928, grad_norm: 11.4431 2021-07-09 20:39:30,688 - mmaction - INFO - Epoch [146][1280/3757] lr: 1.000e-04, eta: 5:13:35, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 0.9634, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.3166, loss: 2.2800, grad_norm: 11.7487 2021-07-09 20:39:52,485 - mmaction - INFO - Epoch [146][1300/3757] lr: 1.000e-04, eta: 5:13:13, time: 1.091, data_time: 0.005, memory: 6921, loss_aux: 0.9277, top1_acc: 0.7055, top5_acc: 0.8703, loss_cls: 1.2280, loss: 2.1557, grad_norm: 11.4144 2021-07-09 20:40:13,733 - mmaction - INFO - Epoch [146][1320/3757] lr: 1.000e-04, eta: 5:12:52, time: 1.062, data_time: 0.004, memory: 6921, loss_aux: 0.9664, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3286, loss: 2.2949, grad_norm: 11.6177 2021-07-09 20:40:36,073 - mmaction - INFO - Epoch [146][1340/3757] lr: 1.000e-04, eta: 5:12:30, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 0.9348, top1_acc: 0.7102, top5_acc: 0.8711, loss_cls: 1.2104, loss: 2.1452, grad_norm: 11.4806 2021-07-09 20:40:57,395 - mmaction - INFO - Epoch [146][1360/3757] lr: 1.000e-04, eta: 5:12:09, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9406, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2643, loss: 2.2049, grad_norm: 11.8700 2021-07-09 20:41:18,892 - mmaction - INFO - Epoch [146][1380/3757] lr: 1.000e-04, eta: 5:11:47, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 0.9944, top1_acc: 0.6875, top5_acc: 0.8414, loss_cls: 1.3408, loss: 2.3352, grad_norm: 11.8903 2021-07-09 20:41:41,628 - mmaction - INFO - Epoch [146][1400/3757] lr: 1.000e-04, eta: 5:11:26, time: 1.138, data_time: 0.004, memory: 6921, loss_aux: 0.9476, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2365, loss: 2.1841, grad_norm: 11.6224 2021-07-09 20:42:02,770 - mmaction - INFO - Epoch [146][1420/3757] lr: 1.000e-04, eta: 5:11:04, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9641, top1_acc: 0.6781, top5_acc: 0.8617, loss_cls: 1.3156, loss: 2.2797, grad_norm: 11.6803 2021-07-09 20:42:24,215 - mmaction - INFO - Epoch [146][1440/3757] lr: 1.000e-04, eta: 5:10:43, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9278, top1_acc: 0.7063, top5_acc: 0.8758, loss_cls: 1.2313, loss: 2.1591, grad_norm: 11.7265 2021-07-09 20:42:45,638 - mmaction - INFO - Epoch [146][1460/3757] lr: 1.000e-04, eta: 5:10:21, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 0.9373, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.2858, loss: 2.2230, grad_norm: 11.8833 2021-07-09 20:43:07,150 - mmaction - INFO - Epoch [146][1480/3757] lr: 1.000e-04, eta: 5:10:00, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.8973, top1_acc: 0.7219, top5_acc: 0.8883, loss_cls: 1.1411, loss: 2.0384, grad_norm: 11.3833 2021-07-09 20:43:28,784 - mmaction - INFO - Epoch [146][1500/3757] lr: 1.000e-04, eta: 5:09:38, time: 1.082, data_time: 0.005, memory: 6921, loss_aux: 1.0564, top1_acc: 0.6539, top5_acc: 0.8445, loss_cls: 1.4460, loss: 2.5024, grad_norm: 12.5568 2021-07-09 20:43:50,335 - mmaction - INFO - Epoch [146][1520/3757] lr: 1.000e-04, eta: 5:09:17, time: 1.078, data_time: 0.005, memory: 6921, loss_aux: 0.9416, top1_acc: 0.6984, top5_acc: 0.8797, loss_cls: 1.2587, loss: 2.2003, grad_norm: 11.6695 2021-07-09 20:44:11,549 - mmaction - INFO - Epoch [146][1540/3757] lr: 1.000e-04, eta: 5:08:55, time: 1.063, data_time: 0.004, memory: 6921, loss_aux: 0.9237, top1_acc: 0.7063, top5_acc: 0.8688, loss_cls: 1.2343, loss: 2.1581, grad_norm: 11.3762 2021-07-09 20:44:33,184 - mmaction - INFO - Epoch [146][1560/3757] lr: 1.000e-04, eta: 5:08:34, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.8877, top1_acc: 0.7367, top5_acc: 0.8758, loss_cls: 1.1900, loss: 2.0777, grad_norm: 10.9861 2021-07-09 20:44:55,326 - mmaction - INFO - Epoch [146][1580/3757] lr: 1.000e-04, eta: 5:08:12, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 0.9327, top1_acc: 0.6969, top5_acc: 0.8602, loss_cls: 1.2634, loss: 2.1961, grad_norm: 11.5483 2021-07-09 20:45:17,029 - mmaction - INFO - Epoch [146][1600/3757] lr: 1.000e-04, eta: 5:07:51, time: 1.087, data_time: 0.006, memory: 6921, loss_aux: 0.9459, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2700, loss: 2.2159, grad_norm: 11.5699 2021-07-09 20:45:39,407 - mmaction - INFO - Epoch [146][1620/3757] lr: 1.000e-04, eta: 5:07:29, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 0.9611, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3392, loss: 2.3002, grad_norm: 11.9135 2021-07-09 20:46:00,740 - mmaction - INFO - Epoch [146][1640/3757] lr: 1.000e-04, eta: 5:07:08, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6883, top5_acc: 0.8562, loss_cls: 1.3169, loss: 2.2863, grad_norm: 11.7390 2021-07-09 20:46:22,145 - mmaction - INFO - Epoch [146][1660/3757] lr: 1.000e-04, eta: 5:06:46, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9402, top1_acc: 0.7086, top5_acc: 0.8688, loss_cls: 1.2144, loss: 2.1547, grad_norm: 11.5260 2021-07-09 20:46:43,442 - mmaction - INFO - Epoch [146][1680/3757] lr: 1.000e-04, eta: 5:06:25, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9585, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.2986, loss: 2.2571, grad_norm: 11.7736 2021-07-09 20:47:05,021 - mmaction - INFO - Epoch [146][1700/3757] lr: 1.000e-04, eta: 5:06:03, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.8900, top1_acc: 0.7000, top5_acc: 0.8797, loss_cls: 1.1942, loss: 2.0843, grad_norm: 11.5412 2021-07-09 20:47:27,902 - mmaction - INFO - Epoch [146][1720/3757] lr: 1.000e-04, eta: 5:05:42, time: 1.144, data_time: 0.001, memory: 6921, loss_aux: 0.9363, top1_acc: 0.6937, top5_acc: 0.8750, loss_cls: 1.2750, loss: 2.2113, grad_norm: 11.6341 2021-07-09 20:47:49,351 - mmaction - INFO - Epoch [146][1740/3757] lr: 1.000e-04, eta: 5:05:20, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9911, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3528, loss: 2.3439, grad_norm: 11.8958 2021-07-09 20:48:11,868 - mmaction - INFO - Epoch [146][1760/3757] lr: 1.000e-04, eta: 5:04:59, time: 1.126, data_time: 0.002, memory: 6921, loss_aux: 0.9335, top1_acc: 0.7063, top5_acc: 0.8641, loss_cls: 1.2571, loss: 2.1906, grad_norm: 11.4867 2021-07-09 20:48:33,262 - mmaction - INFO - Epoch [146][1780/3757] lr: 1.000e-04, eta: 5:04:37, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9445, top1_acc: 0.6961, top5_acc: 0.8711, loss_cls: 1.2432, loss: 2.1878, grad_norm: 11.7897 2021-07-09 20:48:54,709 - mmaction - INFO - Epoch [146][1800/3757] lr: 1.000e-04, eta: 5:04:16, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9487, top1_acc: 0.7094, top5_acc: 0.8664, loss_cls: 1.2363, loss: 2.1850, grad_norm: 11.4734 2021-07-09 20:49:16,767 - mmaction - INFO - Epoch [146][1820/3757] lr: 1.000e-04, eta: 5:03:54, time: 1.102, data_time: 0.003, memory: 6921, loss_aux: 0.9565, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.3115, loss: 2.2681, grad_norm: 11.5050 2021-07-09 20:49:39,065 - mmaction - INFO - Epoch [146][1840/3757] lr: 1.000e-04, eta: 5:03:33, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 0.9448, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2809, loss: 2.2257, grad_norm: 11.6907 2021-07-09 20:50:01,360 - mmaction - INFO - Epoch [146][1860/3757] lr: 1.000e-04, eta: 5:03:11, time: 1.117, data_time: 0.004, memory: 6921, loss_aux: 0.8872, top1_acc: 0.7430, top5_acc: 0.8820, loss_cls: 1.1229, loss: 2.0101, grad_norm: 11.1201 2021-07-09 20:50:22,362 - mmaction - INFO - Epoch [146][1880/3757] lr: 1.000e-04, eta: 5:02:50, time: 1.049, data_time: 0.002, memory: 6921, loss_aux: 0.9341, top1_acc: 0.7117, top5_acc: 0.8688, loss_cls: 1.2326, loss: 2.1667, grad_norm: 11.4087 2021-07-09 20:50:44,402 - mmaction - INFO - Epoch [146][1900/3757] lr: 1.000e-04, eta: 5:02:28, time: 1.102, data_time: 0.006, memory: 6921, loss_aux: 0.9072, top1_acc: 0.7172, top5_acc: 0.8688, loss_cls: 1.2065, loss: 2.1137, grad_norm: 11.3308 2021-07-09 20:51:06,999 - mmaction - INFO - Epoch [146][1920/3757] lr: 1.000e-04, eta: 5:02:07, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 0.9313, top1_acc: 0.6930, top5_acc: 0.8586, loss_cls: 1.2779, loss: 2.2092, grad_norm: 11.5646 2021-07-09 20:51:28,259 - mmaction - INFO - Epoch [146][1940/3757] lr: 1.000e-04, eta: 5:01:45, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9487, top1_acc: 0.6914, top5_acc: 0.8562, loss_cls: 1.3219, loss: 2.2706, grad_norm: 11.5776 2021-07-09 20:51:49,394 - mmaction - INFO - Epoch [146][1960/3757] lr: 1.000e-04, eta: 5:01:24, time: 1.058, data_time: 0.004, memory: 6921, loss_aux: 0.9319, top1_acc: 0.6937, top5_acc: 0.8609, loss_cls: 1.2786, loss: 2.2105, grad_norm: 11.4363 2021-07-09 20:52:11,919 - mmaction - INFO - Epoch [146][1980/3757] lr: 1.000e-04, eta: 5:01:02, time: 1.128, data_time: 0.004, memory: 6921, loss_aux: 0.9404, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.2881, loss: 2.2284, grad_norm: 11.3829 2021-07-09 20:52:33,742 - mmaction - INFO - Epoch [146][2000/3757] lr: 1.000e-04, eta: 5:00:41, time: 1.089, data_time: 0.002, memory: 6921, loss_aux: 0.9371, top1_acc: 0.7141, top5_acc: 0.8672, loss_cls: 1.2320, loss: 2.1691, grad_norm: 11.6460 2021-07-09 20:52:55,981 - mmaction - INFO - Epoch [146][2020/3757] lr: 1.000e-04, eta: 5:00:19, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 0.9331, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.2682, loss: 2.2013, grad_norm: 11.5056 2021-07-09 20:53:17,439 - mmaction - INFO - Epoch [146][2040/3757] lr: 1.000e-04, eta: 4:59:58, time: 1.072, data_time: 0.005, memory: 6921, loss_aux: 0.9218, top1_acc: 0.7172, top5_acc: 0.8719, loss_cls: 1.2158, loss: 2.1376, grad_norm: 11.4244 2021-07-09 20:53:39,247 - mmaction - INFO - Epoch [146][2060/3757] lr: 1.000e-04, eta: 4:59:36, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 0.9416, top1_acc: 0.6867, top5_acc: 0.8547, loss_cls: 1.2702, loss: 2.2117, grad_norm: 11.9122 2021-07-09 20:54:00,604 - mmaction - INFO - Epoch [146][2080/3757] lr: 1.000e-04, eta: 4:59:15, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9404, top1_acc: 0.6906, top5_acc: 0.8664, loss_cls: 1.2226, loss: 2.1630, grad_norm: 11.4692 2021-07-09 20:54:22,211 - mmaction - INFO - Epoch [146][2100/3757] lr: 1.000e-04, eta: 4:58:53, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9722, top1_acc: 0.6914, top5_acc: 0.8562, loss_cls: 1.3108, loss: 2.2829, grad_norm: 11.7981 2021-07-09 20:54:44,062 - mmaction - INFO - Epoch [146][2120/3757] lr: 1.000e-04, eta: 4:58:32, time: 1.093, data_time: 0.008, memory: 6921, loss_aux: 0.9176, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2269, loss: 2.1444, grad_norm: 11.7323 2021-07-09 20:55:06,248 - mmaction - INFO - Epoch [146][2140/3757] lr: 1.000e-04, eta: 4:58:10, time: 1.107, data_time: 0.040, memory: 6921, loss_aux: 0.9518, top1_acc: 0.7016, top5_acc: 0.8617, loss_cls: 1.2839, loss: 2.2357, grad_norm: 11.4671 2021-07-09 20:55:27,964 - mmaction - INFO - Epoch [146][2160/3757] lr: 1.000e-04, eta: 4:57:49, time: 1.086, data_time: 0.005, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6805, top5_acc: 0.8750, loss_cls: 1.2838, loss: 2.2533, grad_norm: 12.1694 2021-07-09 20:55:49,680 - mmaction - INFO - Epoch [146][2180/3757] lr: 1.000e-04, eta: 4:57:28, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9456, top1_acc: 0.6789, top5_acc: 0.8812, loss_cls: 1.2418, loss: 2.1874, grad_norm: 11.7991 2021-07-09 20:56:11,125 - mmaction - INFO - Epoch [146][2200/3757] lr: 1.000e-04, eta: 4:57:06, time: 1.073, data_time: 0.006, memory: 6921, loss_aux: 0.9464, top1_acc: 0.7023, top5_acc: 0.8648, loss_cls: 1.2383, loss: 2.1847, grad_norm: 11.5689 2021-07-09 20:56:33,503 - mmaction - INFO - Epoch [146][2220/3757] lr: 1.000e-04, eta: 4:56:45, time: 1.117, data_time: 0.073, memory: 6921, loss_aux: 0.9400, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.2756, loss: 2.2156, grad_norm: 11.7911 2021-07-09 20:56:55,291 - mmaction - INFO - Epoch [146][2240/3757] lr: 1.000e-04, eta: 4:56:23, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6844, top5_acc: 0.8602, loss_cls: 1.3301, loss: 2.3010, grad_norm: 11.8549 2021-07-09 20:57:16,736 - mmaction - INFO - Epoch [146][2260/3757] lr: 1.000e-04, eta: 4:56:02, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.8939, top1_acc: 0.7148, top5_acc: 0.8719, loss_cls: 1.1734, loss: 2.0674, grad_norm: 11.3501 2021-07-09 20:57:37,850 - mmaction - INFO - Epoch [146][2280/3757] lr: 1.000e-04, eta: 4:55:40, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9113, top1_acc: 0.7164, top5_acc: 0.8734, loss_cls: 1.2024, loss: 2.1137, grad_norm: 11.4028 2021-07-09 20:57:59,581 - mmaction - INFO - Epoch [146][2300/3757] lr: 1.000e-04, eta: 4:55:19, time: 1.086, data_time: 0.031, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3279, loss: 2.3031, grad_norm: 11.9218 2021-07-09 20:58:21,944 - mmaction - INFO - Epoch [146][2320/3757] lr: 1.000e-04, eta: 4:54:57, time: 1.120, data_time: 0.005, memory: 6921, loss_aux: 0.9090, top1_acc: 0.7070, top5_acc: 0.8812, loss_cls: 1.1801, loss: 2.0892, grad_norm: 11.4608 2021-07-09 20:58:43,246 - mmaction - INFO - Epoch [146][2340/3757] lr: 1.000e-04, eta: 4:54:36, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9397, top1_acc: 0.6945, top5_acc: 0.8773, loss_cls: 1.2527, loss: 2.1924, grad_norm: 11.7229 2021-07-09 20:59:04,855 - mmaction - INFO - Epoch [146][2360/3757] lr: 1.000e-04, eta: 4:54:14, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9555, top1_acc: 0.6969, top5_acc: 0.8562, loss_cls: 1.2999, loss: 2.2554, grad_norm: 11.6777 2021-07-09 20:59:26,533 - mmaction - INFO - Epoch [146][2380/3757] lr: 1.000e-04, eta: 4:53:53, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9233, top1_acc: 0.7242, top5_acc: 0.8789, loss_cls: 1.1980, loss: 2.1214, grad_norm: 11.3358 2021-07-09 20:59:48,018 - mmaction - INFO - Epoch [146][2400/3757] lr: 1.000e-04, eta: 4:53:31, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9753, top1_acc: 0.6852, top5_acc: 0.8547, loss_cls: 1.3345, loss: 2.3098, grad_norm: 11.7499 2021-07-09 21:00:11,437 - mmaction - INFO - Epoch [146][2420/3757] lr: 1.000e-04, eta: 4:53:10, time: 1.173, data_time: 0.004, memory: 6921, loss_aux: 0.9186, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2475, loss: 2.1661, grad_norm: 11.5965 2021-07-09 21:00:33,621 - mmaction - INFO - Epoch [146][2440/3757] lr: 1.000e-04, eta: 4:52:48, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 0.9489, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2892, loss: 2.2381, grad_norm: 11.4896 2021-07-09 21:00:54,621 - mmaction - INFO - Epoch [146][2460/3757] lr: 1.000e-04, eta: 4:52:27, time: 1.050, data_time: 0.003, memory: 6921, loss_aux: 0.9163, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.1973, loss: 2.1136, grad_norm: 11.6441 2021-07-09 21:01:16,267 - mmaction - INFO - Epoch [146][2480/3757] lr: 1.000e-04, eta: 4:52:05, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.9243, top1_acc: 0.7172, top5_acc: 0.8703, loss_cls: 1.2309, loss: 2.1553, grad_norm: 11.1075 2021-07-09 21:01:39,246 - mmaction - INFO - Epoch [146][2500/3757] lr: 1.000e-04, eta: 4:51:44, time: 1.149, data_time: 0.003, memory: 6921, loss_aux: 0.9601, top1_acc: 0.6969, top5_acc: 0.8648, loss_cls: 1.3172, loss: 2.2773, grad_norm: 12.0411 2021-07-09 21:02:00,625 - mmaction - INFO - Epoch [146][2520/3757] lr: 1.000e-04, eta: 4:51:22, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9036, top1_acc: 0.7211, top5_acc: 0.8828, loss_cls: 1.1666, loss: 2.0702, grad_norm: 11.3361 2021-07-09 21:02:22,203 - mmaction - INFO - Epoch [146][2540/3757] lr: 1.000e-04, eta: 4:51:01, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9036, top1_acc: 0.7008, top5_acc: 0.8906, loss_cls: 1.1901, loss: 2.0937, grad_norm: 11.7584 2021-07-09 21:02:44,737 - mmaction - INFO - Epoch [146][2560/3757] lr: 1.000e-04, eta: 4:50:39, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6844, top5_acc: 0.8547, loss_cls: 1.3017, loss: 2.2652, grad_norm: 11.5976 2021-07-09 21:03:06,015 - mmaction - INFO - Epoch [146][2580/3757] lr: 1.000e-04, eta: 4:50:18, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9376, top1_acc: 0.6922, top5_acc: 0.8547, loss_cls: 1.2969, loss: 2.2344, grad_norm: 11.6013 2021-07-09 21:03:28,135 - mmaction - INFO - Epoch [146][2600/3757] lr: 1.000e-04, eta: 4:49:56, time: 1.104, data_time: 0.001, memory: 6921, loss_aux: 0.9740, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3745, loss: 2.3484, grad_norm: 12.0042 2021-07-09 21:03:50,378 - mmaction - INFO - Epoch [146][2620/3757] lr: 1.000e-04, eta: 4:49:35, time: 1.112, data_time: 0.005, memory: 6921, loss_aux: 0.9253, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2486, loss: 2.1739, grad_norm: 11.4160 2021-07-09 21:04:12,087 - mmaction - INFO - Epoch [146][2640/3757] lr: 1.000e-04, eta: 4:49:13, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 0.8883, top1_acc: 0.7258, top5_acc: 0.8562, loss_cls: 1.2096, loss: 2.0978, grad_norm: 11.2203 2021-07-09 21:04:33,323 - mmaction - INFO - Epoch [146][2660/3757] lr: 1.000e-04, eta: 4:48:52, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9603, top1_acc: 0.6883, top5_acc: 0.8547, loss_cls: 1.3082, loss: 2.2685, grad_norm: 11.5109 2021-07-09 21:04:54,783 - mmaction - INFO - Epoch [146][2680/3757] lr: 1.000e-04, eta: 4:48:30, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6961, top5_acc: 0.8461, loss_cls: 1.3421, loss: 2.3232, grad_norm: 11.7470 2021-07-09 21:05:16,898 - mmaction - INFO - Epoch [146][2700/3757] lr: 1.000e-04, eta: 4:48:09, time: 1.107, data_time: 0.038, memory: 6921, loss_aux: 0.9451, top1_acc: 0.7094, top5_acc: 0.8680, loss_cls: 1.2423, loss: 2.1874, grad_norm: 11.6470 2021-07-09 21:05:39,003 - mmaction - INFO - Epoch [146][2720/3757] lr: 1.000e-04, eta: 4:47:47, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 0.9363, top1_acc: 0.7125, top5_acc: 0.8680, loss_cls: 1.2248, loss: 2.1612, grad_norm: 11.6670 2021-07-09 21:06:00,393 - mmaction - INFO - Epoch [146][2740/3757] lr: 1.000e-04, eta: 4:47:26, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9820, top1_acc: 0.6898, top5_acc: 0.8625, loss_cls: 1.2923, loss: 2.2743, grad_norm: 12.0507 2021-07-09 21:06:22,307 - mmaction - INFO - Epoch [146][2760/3757] lr: 1.000e-04, eta: 4:47:04, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9279, top1_acc: 0.7063, top5_acc: 0.8789, loss_cls: 1.2211, loss: 2.1490, grad_norm: 11.4603 2021-07-09 21:06:43,717 - mmaction - INFO - Epoch [146][2780/3757] lr: 1.000e-04, eta: 4:46:43, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9178, top1_acc: 0.7117, top5_acc: 0.8688, loss_cls: 1.2458, loss: 2.1636, grad_norm: 11.7608 2021-07-09 21:07:06,680 - mmaction - INFO - Epoch [146][2800/3757] lr: 1.000e-04, eta: 4:46:21, time: 1.151, data_time: 0.006, memory: 6921, loss_aux: 0.9465, top1_acc: 0.7047, top5_acc: 0.8578, loss_cls: 1.2843, loss: 2.2308, grad_norm: 11.6950 2021-07-09 21:07:28,285 - mmaction - INFO - Epoch [146][2820/3757] lr: 1.000e-04, eta: 4:46:00, time: 1.080, data_time: 0.005, memory: 6921, loss_aux: 0.9883, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3214, loss: 2.3097, grad_norm: 11.9562 2021-07-09 21:07:50,260 - mmaction - INFO - Epoch [146][2840/3757] lr: 1.000e-04, eta: 4:45:38, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 0.9502, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2524, loss: 2.2026, grad_norm: 11.4624 2021-07-09 21:08:11,358 - mmaction - INFO - Epoch [146][2860/3757] lr: 1.000e-04, eta: 4:45:17, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9357, top1_acc: 0.7078, top5_acc: 0.8656, loss_cls: 1.2142, loss: 2.1499, grad_norm: 11.5003 2021-07-09 21:08:33,095 - mmaction - INFO - Epoch [146][2880/3757] lr: 1.000e-04, eta: 4:44:55, time: 1.084, data_time: 0.002, memory: 6921, loss_aux: 0.9232, top1_acc: 0.7070, top5_acc: 0.8656, loss_cls: 1.2050, loss: 2.1283, grad_norm: 11.1380 2021-07-09 21:08:55,006 - mmaction - INFO - Epoch [146][2900/3757] lr: 1.000e-04, eta: 4:44:34, time: 1.097, data_time: 0.006, memory: 6921, loss_aux: 0.9504, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.2961, loss: 2.2465, grad_norm: 11.4426 2021-07-09 21:09:16,877 - mmaction - INFO - Epoch [146][2920/3757] lr: 1.000e-04, eta: 4:44:12, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 1.0099, top1_acc: 0.6750, top5_acc: 0.8477, loss_cls: 1.3783, loss: 2.3882, grad_norm: 11.8779 2021-07-09 21:09:38,353 - mmaction - INFO - Epoch [146][2940/3757] lr: 1.000e-04, eta: 4:43:51, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9383, top1_acc: 0.6992, top5_acc: 0.8727, loss_cls: 1.2315, loss: 2.1698, grad_norm: 11.4553 2021-07-09 21:10:00,542 - mmaction - INFO - Epoch [146][2960/3757] lr: 1.000e-04, eta: 4:43:29, time: 1.109, data_time: 0.003, memory: 6921, loss_aux: 0.9155, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2420, loss: 2.1575, grad_norm: 11.8766 2021-07-09 21:10:22,651 - mmaction - INFO - Epoch [146][2980/3757] lr: 1.000e-04, eta: 4:43:08, time: 1.104, data_time: 0.005, memory: 6921, loss_aux: 0.9792, top1_acc: 0.6758, top5_acc: 0.8586, loss_cls: 1.3324, loss: 2.3115, grad_norm: 11.6537 2021-07-09 21:10:44,032 - mmaction - INFO - Epoch [146][3000/3757] lr: 1.000e-04, eta: 4:42:46, time: 1.071, data_time: 0.006, memory: 6921, loss_aux: 0.9218, top1_acc: 0.7039, top5_acc: 0.8750, loss_cls: 1.2266, loss: 2.1484, grad_norm: 11.7067 2021-07-09 21:11:05,370 - mmaction - INFO - Epoch [146][3020/3757] lr: 1.000e-04, eta: 4:42:25, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9144, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2317, loss: 2.1461, grad_norm: 11.4657 2021-07-09 21:11:26,873 - mmaction - INFO - Epoch [146][3040/3757] lr: 1.000e-04, eta: 4:42:03, time: 1.074, data_time: 0.013, memory: 6921, loss_aux: 0.9454, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3208, loss: 2.2662, grad_norm: 11.6523 2021-07-09 21:11:48,549 - mmaction - INFO - Epoch [146][3060/3757] lr: 1.000e-04, eta: 4:41:42, time: 1.085, data_time: 0.032, memory: 6921, loss_aux: 0.9572, top1_acc: 0.7016, top5_acc: 0.8758, loss_cls: 1.2215, loss: 2.1787, grad_norm: 11.2958 2021-07-09 21:12:11,489 - mmaction - INFO - Epoch [146][3080/3757] lr: 1.000e-04, eta: 4:41:21, time: 1.146, data_time: 0.003, memory: 6921, loss_aux: 0.9994, top1_acc: 0.6781, top5_acc: 0.8422, loss_cls: 1.3669, loss: 2.3663, grad_norm: 11.8735 2021-07-09 21:12:32,621 - mmaction - INFO - Epoch [146][3100/3757] lr: 1.000e-04, eta: 4:40:59, time: 1.055, data_time: 0.005, memory: 6921, loss_aux: 0.9504, top1_acc: 0.6922, top5_acc: 0.8719, loss_cls: 1.2784, loss: 2.2288, grad_norm: 11.5464 2021-07-09 21:12:54,584 - mmaction - INFO - Epoch [146][3120/3757] lr: 1.000e-04, eta: 4:40:38, time: 1.101, data_time: 0.006, memory: 6921, loss_aux: 0.9440, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2827, loss: 2.2268, grad_norm: 11.7365 2021-07-09 21:13:16,167 - mmaction - INFO - Epoch [146][3140/3757] lr: 1.000e-04, eta: 4:40:16, time: 1.078, data_time: 0.003, memory: 6921, loss_aux: 0.9463, top1_acc: 0.7078, top5_acc: 0.8664, loss_cls: 1.2505, loss: 2.1968, grad_norm: 11.4099 2021-07-09 21:13:38,423 - mmaction - INFO - Epoch [146][3160/3757] lr: 1.000e-04, eta: 4:39:55, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 0.9596, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.2963, loss: 2.2559, grad_norm: 11.8371 2021-07-09 21:14:00,044 - mmaction - INFO - Epoch [146][3180/3757] lr: 1.000e-04, eta: 4:39:33, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9369, top1_acc: 0.7016, top5_acc: 0.8688, loss_cls: 1.2368, loss: 2.1737, grad_norm: 11.7868 2021-07-09 21:14:22,298 - mmaction - INFO - Epoch [146][3200/3757] lr: 1.000e-04, eta: 4:39:12, time: 1.113, data_time: 0.001, memory: 6921, loss_aux: 0.8891, top1_acc: 0.7352, top5_acc: 0.8844, loss_cls: 1.1488, loss: 2.0379, grad_norm: 11.1368 2021-07-09 21:14:44,398 - mmaction - INFO - Epoch [146][3220/3757] lr: 1.000e-04, eta: 4:38:50, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 0.9354, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.2918, loss: 2.2272, grad_norm: 11.6837 2021-07-09 21:15:05,577 - mmaction - INFO - Epoch [146][3240/3757] lr: 1.000e-04, eta: 4:38:29, time: 1.059, data_time: 0.005, memory: 6921, loss_aux: 0.9031, top1_acc: 0.7008, top5_acc: 0.8891, loss_cls: 1.1808, loss: 2.0839, grad_norm: 11.5582 2021-07-09 21:15:27,966 - mmaction - INFO - Epoch [146][3260/3757] lr: 1.000e-04, eta: 4:38:07, time: 1.120, data_time: 0.067, memory: 6921, loss_aux: 0.9374, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2562, loss: 2.1936, grad_norm: 11.8494 2021-07-09 21:15:49,219 - mmaction - INFO - Epoch [146][3280/3757] lr: 1.000e-04, eta: 4:37:46, time: 1.060, data_time: 0.001, memory: 6921, loss_aux: 0.9328, top1_acc: 0.6867, top5_acc: 0.8633, loss_cls: 1.2750, loss: 2.2078, grad_norm: 11.5766 2021-07-09 21:16:11,050 - mmaction - INFO - Epoch [146][3300/3757] lr: 1.000e-04, eta: 4:37:24, time: 1.092, data_time: 0.034, memory: 6921, loss_aux: 0.9515, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2746, loss: 2.2261, grad_norm: 11.7575 2021-07-09 21:16:32,874 - mmaction - INFO - Epoch [146][3320/3757] lr: 1.000e-04, eta: 4:37:03, time: 1.092, data_time: 0.006, memory: 6921, loss_aux: 0.9650, top1_acc: 0.6852, top5_acc: 0.8641, loss_cls: 1.3244, loss: 2.2895, grad_norm: 11.9816 2021-07-09 21:16:54,207 - mmaction - INFO - Epoch [146][3340/3757] lr: 1.000e-04, eta: 4:36:41, time: 1.066, data_time: 0.004, memory: 6921, loss_aux: 0.9220, top1_acc: 0.7047, top5_acc: 0.8688, loss_cls: 1.2218, loss: 2.1438, grad_norm: 11.0703 2021-07-09 21:17:15,879 - mmaction - INFO - Epoch [146][3360/3757] lr: 1.000e-04, eta: 4:36:20, time: 1.085, data_time: 0.004, memory: 6921, loss_aux: 0.9169, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2470, loss: 2.1640, grad_norm: 11.4007 2021-07-09 21:17:37,476 - mmaction - INFO - Epoch [146][3380/3757] lr: 1.000e-04, eta: 4:35:58, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.8683, top1_acc: 0.7234, top5_acc: 0.8852, loss_cls: 1.1626, loss: 2.0308, grad_norm: 11.2281 2021-07-09 21:17:58,945 - mmaction - INFO - Epoch [146][3400/3757] lr: 1.000e-04, eta: 4:35:37, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.8982, top1_acc: 0.7258, top5_acc: 0.8844, loss_cls: 1.1216, loss: 2.0198, grad_norm: 11.2377 2021-07-09 21:18:21,156 - mmaction - INFO - Epoch [146][3420/3757] lr: 1.000e-04, eta: 4:35:15, time: 1.110, data_time: 0.006, memory: 6921, loss_aux: 0.9109, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2476, loss: 2.1585, grad_norm: 11.5334 2021-07-09 21:18:44,192 - mmaction - INFO - Epoch [146][3440/3757] lr: 1.000e-04, eta: 4:34:54, time: 1.154, data_time: 0.003, memory: 6921, loss_aux: 0.9955, top1_acc: 0.6664, top5_acc: 0.8570, loss_cls: 1.3500, loss: 2.3455, grad_norm: 11.9919 2021-07-09 21:19:05,288 - mmaction - INFO - Epoch [146][3460/3757] lr: 1.000e-04, eta: 4:34:32, time: 1.055, data_time: 0.002, memory: 6921, loss_aux: 1.0166, top1_acc: 0.6656, top5_acc: 0.8461, loss_cls: 1.3869, loss: 2.4035, grad_norm: 12.1279 2021-07-09 21:19:27,083 - mmaction - INFO - Epoch [146][3480/3757] lr: 1.000e-04, eta: 4:34:11, time: 1.088, data_time: 0.001, memory: 6921, loss_aux: 0.9276, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2177, loss: 2.1454, grad_norm: 11.2477 2021-07-09 21:19:48,712 - mmaction - INFO - Epoch [146][3500/3757] lr: 1.000e-04, eta: 4:33:49, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 0.9205, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.2222, loss: 2.1427, grad_norm: 11.2727 2021-07-09 21:20:10,278 - mmaction - INFO - Epoch [146][3520/3757] lr: 1.000e-04, eta: 4:33:28, time: 1.077, data_time: 0.001, memory: 6921, loss_aux: 0.9623, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.3123, loss: 2.2747, grad_norm: 11.7868 2021-07-09 21:20:32,144 - mmaction - INFO - Epoch [146][3540/3757] lr: 1.000e-04, eta: 4:33:06, time: 1.094, data_time: 0.002, memory: 6921, loss_aux: 0.9414, top1_acc: 0.6969, top5_acc: 0.8617, loss_cls: 1.2573, loss: 2.1987, grad_norm: 11.7219 2021-07-09 21:20:53,913 - mmaction - INFO - Epoch [146][3560/3757] lr: 1.000e-04, eta: 4:32:45, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9934, top1_acc: 0.6867, top5_acc: 0.8586, loss_cls: 1.3257, loss: 2.3192, grad_norm: 11.6171 2021-07-09 21:21:16,170 - mmaction - INFO - Epoch [146][3580/3757] lr: 1.000e-04, eta: 4:32:23, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 0.9373, top1_acc: 0.7195, top5_acc: 0.8688, loss_cls: 1.1943, loss: 2.1316, grad_norm: 11.2937 2021-07-09 21:21:38,415 - mmaction - INFO - Epoch [146][3600/3757] lr: 1.000e-04, eta: 4:32:02, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 0.9575, top1_acc: 0.6969, top5_acc: 0.8570, loss_cls: 1.2696, loss: 2.2271, grad_norm: 11.7750 2021-07-09 21:21:59,775 - mmaction - INFO - Epoch [146][3620/3757] lr: 1.000e-04, eta: 4:31:40, time: 1.067, data_time: 0.001, memory: 6921, loss_aux: 0.9052, top1_acc: 0.7117, top5_acc: 0.8758, loss_cls: 1.2152, loss: 2.1204, grad_norm: 11.5524 2021-07-09 21:22:21,425 - mmaction - INFO - Epoch [146][3640/3757] lr: 1.000e-04, eta: 4:31:19, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9765, top1_acc: 0.6844, top5_acc: 0.8523, loss_cls: 1.3029, loss: 2.2794, grad_norm: 11.7361 2021-07-09 21:22:43,513 - mmaction - INFO - Epoch [146][3660/3757] lr: 1.000e-04, eta: 4:30:57, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 0.9670, top1_acc: 0.6844, top5_acc: 0.8664, loss_cls: 1.2963, loss: 2.2634, grad_norm: 11.7609 2021-07-09 21:23:04,958 - mmaction - INFO - Epoch [146][3680/3757] lr: 1.000e-04, eta: 4:30:36, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6953, top5_acc: 0.8477, loss_cls: 1.3291, loss: 2.2936, grad_norm: 11.6110 2021-07-09 21:23:26,435 - mmaction - INFO - Epoch [146][3700/3757] lr: 1.000e-04, eta: 4:30:14, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9286, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.2474, loss: 2.1760, grad_norm: 11.7450 2021-07-09 21:23:47,767 - mmaction - INFO - Epoch [146][3720/3757] lr: 1.000e-04, eta: 4:29:53, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 0.9706, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2666, loss: 2.2372, grad_norm: 11.7376 2021-07-09 21:24:10,461 - mmaction - INFO - Epoch [146][3740/3757] lr: 1.000e-04, eta: 4:29:31, time: 1.135, data_time: 0.002, memory: 6921, loss_aux: 0.9853, top1_acc: 0.6945, top5_acc: 0.8680, loss_cls: 1.3244, loss: 2.3097, grad_norm: 12.2089 2021-07-09 21:24:28,824 - mmaction - INFO - Saving checkpoint at 146 epochs 2021-07-09 21:25:32,289 - mmaction - INFO - Epoch [147][20/3757] lr: 1.000e-04, eta: 4:28:52, time: 3.097, data_time: 1.999, memory: 6921, loss_aux: 0.9445, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.3060, loss: 2.2505, grad_norm: 11.5389 2021-07-09 21:25:55,002 - mmaction - INFO - Epoch [147][40/3757] lr: 1.000e-04, eta: 4:28:31, time: 1.135, data_time: 0.026, memory: 6921, loss_aux: 0.9182, top1_acc: 0.7109, top5_acc: 0.8859, loss_cls: 1.1870, loss: 2.1052, grad_norm: 11.6304 2021-07-09 21:26:16,663 - mmaction - INFO - Epoch [147][60/3757] lr: 1.000e-04, eta: 4:28:09, time: 1.084, data_time: 0.005, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3127, loss: 2.2917, grad_norm: 11.8579 2021-07-09 21:26:39,146 - mmaction - INFO - Epoch [147][80/3757] lr: 1.000e-04, eta: 4:27:48, time: 1.122, data_time: 0.041, memory: 6921, loss_aux: 0.9587, top1_acc: 0.7102, top5_acc: 0.8758, loss_cls: 1.2180, loss: 2.1767, grad_norm: 11.5646 2021-07-09 21:27:01,098 - mmaction - INFO - Epoch [147][100/3757] lr: 1.000e-04, eta: 4:27:26, time: 1.099, data_time: 0.006, memory: 6921, loss_aux: 0.9421, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.2511, loss: 2.1933, grad_norm: 11.7877 2021-07-09 21:27:23,429 - mmaction - INFO - Epoch [147][120/3757] lr: 1.000e-04, eta: 4:27:05, time: 1.118, data_time: 0.062, memory: 6921, loss_aux: 0.9223, top1_acc: 0.6742, top5_acc: 0.8750, loss_cls: 1.2506, loss: 2.1729, grad_norm: 11.8370 2021-07-09 21:27:45,325 - mmaction - INFO - Epoch [147][140/3757] lr: 1.000e-04, eta: 4:26:43, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 0.9244, top1_acc: 0.6969, top5_acc: 0.8727, loss_cls: 1.2442, loss: 2.1686, grad_norm: 11.7825 2021-07-09 21:28:06,844 - mmaction - INFO - Epoch [147][160/3757] lr: 1.000e-04, eta: 4:26:22, time: 1.076, data_time: 0.003, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6844, top5_acc: 0.8695, loss_cls: 1.2652, loss: 2.2432, grad_norm: 11.7690 2021-07-09 21:28:28,754 - mmaction - INFO - Epoch [147][180/3757] lr: 1.000e-04, eta: 4:26:00, time: 1.097, data_time: 0.003, memory: 6921, loss_aux: 0.9409, top1_acc: 0.6867, top5_acc: 0.8586, loss_cls: 1.2902, loss: 2.2310, grad_norm: 11.8497 2021-07-09 21:28:50,894 - mmaction - INFO - Epoch [147][200/3757] lr: 1.000e-04, eta: 4:25:39, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 0.9735, top1_acc: 0.6773, top5_acc: 0.8586, loss_cls: 1.3408, loss: 2.3143, grad_norm: 11.8114 2021-07-09 21:29:13,340 - mmaction - INFO - Epoch [147][220/3757] lr: 1.000e-04, eta: 4:25:17, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 0.9347, top1_acc: 0.7023, top5_acc: 0.8594, loss_cls: 1.2481, loss: 2.1829, grad_norm: 11.5264 2021-07-09 21:29:35,477 - mmaction - INFO - Epoch [147][240/3757] lr: 1.000e-04, eta: 4:24:56, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 0.9463, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2231, loss: 2.1694, grad_norm: 11.8265 2021-07-09 21:29:56,999 - mmaction - INFO - Epoch [147][260/3757] lr: 1.000e-04, eta: 4:24:34, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9480, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2355, loss: 2.1835, grad_norm: 11.5644 2021-07-09 21:30:19,621 - mmaction - INFO - Epoch [147][280/3757] lr: 1.000e-04, eta: 4:24:13, time: 1.133, data_time: 0.003, memory: 6921, loss_aux: 0.9547, top1_acc: 0.7008, top5_acc: 0.8641, loss_cls: 1.2691, loss: 2.2238, grad_norm: 11.4009 2021-07-09 21:30:42,484 - mmaction - INFO - Epoch [147][300/3757] lr: 1.000e-04, eta: 4:23:51, time: 1.143, data_time: 0.002, memory: 6921, loss_aux: 0.9402, top1_acc: 0.6977, top5_acc: 0.8805, loss_cls: 1.2383, loss: 2.1785, grad_norm: 11.9505 2021-07-09 21:31:03,733 - mmaction - INFO - Epoch [147][320/3757] lr: 1.000e-04, eta: 4:23:30, time: 1.062, data_time: 0.001, memory: 6921, loss_aux: 0.9572, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2645, loss: 2.2217, grad_norm: 11.6052 2021-07-09 21:31:27,338 - mmaction - INFO - Epoch [147][340/3757] lr: 1.000e-04, eta: 4:23:09, time: 1.181, data_time: 0.003, memory: 6921, loss_aux: 0.9348, top1_acc: 0.6875, top5_acc: 0.8586, loss_cls: 1.2827, loss: 2.2176, grad_norm: 11.8310 2021-07-09 21:31:48,451 - mmaction - INFO - Epoch [147][360/3757] lr: 1.000e-04, eta: 4:22:47, time: 1.054, data_time: 0.002, memory: 6921, loss_aux: 0.9668, top1_acc: 0.6891, top5_acc: 0.8703, loss_cls: 1.2610, loss: 2.2278, grad_norm: 11.8756 2021-07-09 21:32:10,110 - mmaction - INFO - Epoch [147][380/3757] lr: 1.000e-04, eta: 4:22:26, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 0.9242, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2318, loss: 2.1560, grad_norm: 11.6908 2021-07-09 21:32:32,287 - mmaction - INFO - Epoch [147][400/3757] lr: 1.000e-04, eta: 4:22:04, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 0.9446, top1_acc: 0.7070, top5_acc: 0.8695, loss_cls: 1.2403, loss: 2.1849, grad_norm: 11.8657 2021-07-09 21:32:54,561 - mmaction - INFO - Epoch [147][420/3757] lr: 1.000e-04, eta: 4:21:43, time: 1.114, data_time: 0.003, memory: 6921, loss_aux: 0.9569, top1_acc: 0.6797, top5_acc: 0.8523, loss_cls: 1.3351, loss: 2.2920, grad_norm: 11.8063 2021-07-09 21:33:16,592 - mmaction - INFO - Epoch [147][440/3757] lr: 1.000e-04, eta: 4:21:21, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 0.9615, top1_acc: 0.6883, top5_acc: 0.8672, loss_cls: 1.3017, loss: 2.2632, grad_norm: 12.3276 2021-07-09 21:33:38,075 - mmaction - INFO - Epoch [147][460/3757] lr: 1.000e-04, eta: 4:21:00, time: 1.072, data_time: 0.004, memory: 6921, loss_aux: 0.9488, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2769, loss: 2.2257, grad_norm: 12.0695 2021-07-09 21:33:59,942 - mmaction - INFO - Epoch [147][480/3757] lr: 1.000e-04, eta: 4:20:38, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 0.9360, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2362, loss: 2.1722, grad_norm: 11.8085 2021-07-09 21:34:21,992 - mmaction - INFO - Epoch [147][500/3757] lr: 1.000e-04, eta: 4:20:17, time: 1.102, data_time: 0.024, memory: 6921, loss_aux: 0.9250, top1_acc: 0.7133, top5_acc: 0.8672, loss_cls: 1.2196, loss: 2.1446, grad_norm: 11.7616 2021-07-09 21:34:44,868 - mmaction - INFO - Epoch [147][520/3757] lr: 1.000e-04, eta: 4:19:55, time: 1.144, data_time: 0.106, memory: 6921, loss_aux: 0.9465, top1_acc: 0.7086, top5_acc: 0.8672, loss_cls: 1.2372, loss: 2.1837, grad_norm: 11.4950 2021-07-09 21:35:07,057 - mmaction - INFO - Epoch [147][540/3757] lr: 1.000e-04, eta: 4:19:34, time: 1.109, data_time: 0.028, memory: 6921, loss_aux: 0.9863, top1_acc: 0.6813, top5_acc: 0.8398, loss_cls: 1.4063, loss: 2.3926, grad_norm: 12.1454 2021-07-09 21:35:28,981 - mmaction - INFO - Epoch [147][560/3757] lr: 1.000e-04, eta: 4:19:12, time: 1.096, data_time: 0.002, memory: 6921, loss_aux: 0.9116, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2528, loss: 2.1644, grad_norm: 11.6371 2021-07-09 21:35:50,827 - mmaction - INFO - Epoch [147][580/3757] lr: 1.000e-04, eta: 4:18:51, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 0.9296, top1_acc: 0.6945, top5_acc: 0.8766, loss_cls: 1.2244, loss: 2.1539, grad_norm: 11.8587 2021-07-09 21:36:13,782 - mmaction - INFO - Epoch [147][600/3757] lr: 1.000e-04, eta: 4:18:29, time: 1.149, data_time: 0.004, memory: 6921, loss_aux: 0.9497, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2241, loss: 2.1738, grad_norm: 11.3825 2021-07-09 21:36:35,422 - mmaction - INFO - Epoch [147][620/3757] lr: 1.000e-04, eta: 4:18:08, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9888, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3165, loss: 2.3053, grad_norm: 12.0820 2021-07-09 21:36:56,843 - mmaction - INFO - Epoch [147][640/3757] lr: 1.000e-04, eta: 4:17:46, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 1.0018, top1_acc: 0.6781, top5_acc: 0.8477, loss_cls: 1.3542, loss: 2.3560, grad_norm: 12.0320 2021-07-09 21:37:19,602 - mmaction - INFO - Epoch [147][660/3757] lr: 1.000e-04, eta: 4:17:25, time: 1.137, data_time: 0.008, memory: 6921, loss_aux: 0.9970, top1_acc: 0.6813, top5_acc: 0.8570, loss_cls: 1.3324, loss: 2.3294, grad_norm: 12.0779 2021-07-09 21:37:42,314 - mmaction - INFO - Epoch [147][680/3757] lr: 1.000e-04, eta: 4:17:03, time: 1.136, data_time: 0.006, memory: 6921, loss_aux: 0.9576, top1_acc: 0.6758, top5_acc: 0.8656, loss_cls: 1.2622, loss: 2.2198, grad_norm: 11.7620 2021-07-09 21:38:04,795 - mmaction - INFO - Epoch [147][700/3757] lr: 1.000e-04, eta: 4:16:42, time: 1.125, data_time: 0.003, memory: 6921, loss_aux: 0.9618, top1_acc: 0.6883, top5_acc: 0.8516, loss_cls: 1.3367, loss: 2.2985, grad_norm: 11.6154 2021-07-09 21:38:26,388 - mmaction - INFO - Epoch [147][720/3757] lr: 1.000e-04, eta: 4:16:20, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9374, top1_acc: 0.7094, top5_acc: 0.8648, loss_cls: 1.2544, loss: 2.1918, grad_norm: 11.4559 2021-07-09 21:38:49,413 - mmaction - INFO - Epoch [147][740/3757] lr: 1.000e-04, eta: 4:15:59, time: 1.152, data_time: 0.003, memory: 6921, loss_aux: 0.9375, top1_acc: 0.6906, top5_acc: 0.8695, loss_cls: 1.2775, loss: 2.2150, grad_norm: 11.8267 2021-07-09 21:39:11,020 - mmaction - INFO - Epoch [147][760/3757] lr: 1.000e-04, eta: 4:15:37, time: 1.080, data_time: 0.004, memory: 6921, loss_aux: 0.9509, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2821, loss: 2.2330, grad_norm: 11.7225 2021-07-09 21:39:33,779 - mmaction - INFO - Epoch [147][780/3757] lr: 1.000e-04, eta: 4:15:16, time: 1.137, data_time: 0.002, memory: 6921, loss_aux: 0.8897, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.2126, loss: 2.1023, grad_norm: 11.4577 2021-07-09 21:39:55,838 - mmaction - INFO - Epoch [147][800/3757] lr: 1.000e-04, eta: 4:14:54, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 0.9203, top1_acc: 0.6945, top5_acc: 0.8805, loss_cls: 1.2360, loss: 2.1563, grad_norm: 11.8206 2021-07-09 21:40:18,088 - mmaction - INFO - Epoch [147][820/3757] lr: 1.000e-04, eta: 4:14:33, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 0.9538, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2585, loss: 2.2123, grad_norm: 11.8907 2021-07-09 21:40:40,085 - mmaction - INFO - Epoch [147][840/3757] lr: 1.000e-04, eta: 4:14:11, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 0.9224, top1_acc: 0.7141, top5_acc: 0.8586, loss_cls: 1.2467, loss: 2.1692, grad_norm: 11.6150 2021-07-09 21:41:01,863 - mmaction - INFO - Epoch [147][860/3757] lr: 1.000e-04, eta: 4:13:50, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.9256, top1_acc: 0.7047, top5_acc: 0.8617, loss_cls: 1.2444, loss: 2.1700, grad_norm: 11.5492 2021-07-09 21:41:25,201 - mmaction - INFO - Epoch [147][880/3757] lr: 1.000e-04, eta: 4:13:29, time: 1.167, data_time: 0.003, memory: 6921, loss_aux: 0.8769, top1_acc: 0.7172, top5_acc: 0.8719, loss_cls: 1.1763, loss: 2.0532, grad_norm: 11.4133 2021-07-09 21:41:46,457 - mmaction - INFO - Epoch [147][900/3757] lr: 1.000e-04, eta: 4:13:07, time: 1.062, data_time: 0.003, memory: 6921, loss_aux: 0.9063, top1_acc: 0.7156, top5_acc: 0.8812, loss_cls: 1.1952, loss: 2.1015, grad_norm: 11.5262 2021-07-09 21:42:08,214 - mmaction - INFO - Epoch [147][920/3757] lr: 1.000e-04, eta: 4:12:46, time: 1.089, data_time: 0.033, memory: 6921, loss_aux: 0.9520, top1_acc: 0.6930, top5_acc: 0.8609, loss_cls: 1.3158, loss: 2.2678, grad_norm: 11.8967 2021-07-09 21:42:30,277 - mmaction - INFO - Epoch [147][940/3757] lr: 1.000e-04, eta: 4:12:24, time: 1.103, data_time: 0.002, memory: 6921, loss_aux: 0.9406, top1_acc: 0.7109, top5_acc: 0.8648, loss_cls: 1.2351, loss: 2.1756, grad_norm: 11.7177 2021-07-09 21:42:51,646 - mmaction - INFO - Epoch [147][960/3757] lr: 1.000e-04, eta: 4:12:03, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9297, top1_acc: 0.7047, top5_acc: 0.8609, loss_cls: 1.2487, loss: 2.1784, grad_norm: 11.4960 2021-07-09 21:43:12,955 - mmaction - INFO - Epoch [147][980/3757] lr: 1.000e-04, eta: 4:11:41, time: 1.067, data_time: 0.011, memory: 6921, loss_aux: 0.9188, top1_acc: 0.7039, top5_acc: 0.8836, loss_cls: 1.2455, loss: 2.1643, grad_norm: 11.9851 2021-07-09 21:43:35,859 - mmaction - INFO - Epoch [147][1000/3757] lr: 1.000e-04, eta: 4:11:20, time: 1.146, data_time: 0.002, memory: 6921, loss_aux: 0.9493, top1_acc: 0.6828, top5_acc: 0.8641, loss_cls: 1.2667, loss: 2.2160, grad_norm: 11.6961 2021-07-09 21:43:57,176 - mmaction - INFO - Epoch [147][1020/3757] lr: 1.000e-04, eta: 4:10:58, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9508, top1_acc: 0.6937, top5_acc: 0.8688, loss_cls: 1.2793, loss: 2.2301, grad_norm: 11.9571 2021-07-09 21:44:19,979 - mmaction - INFO - Epoch [147][1040/3757] lr: 1.000e-04, eta: 4:10:37, time: 1.142, data_time: 0.004, memory: 6921, loss_aux: 0.9339, top1_acc: 0.7219, top5_acc: 0.8688, loss_cls: 1.2050, loss: 2.1389, grad_norm: 11.0986 2021-07-09 21:44:42,290 - mmaction - INFO - Epoch [147][1060/3757] lr: 1.000e-04, eta: 4:10:15, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 0.9649, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2849, loss: 2.2499, grad_norm: 11.7153 2021-07-09 21:45:03,389 - mmaction - INFO - Epoch [147][1080/3757] lr: 1.000e-04, eta: 4:09:54, time: 1.056, data_time: 0.005, memory: 6921, loss_aux: 0.9408, top1_acc: 0.6781, top5_acc: 0.8656, loss_cls: 1.2958, loss: 2.2366, grad_norm: 11.5995 2021-07-09 21:45:25,964 - mmaction - INFO - Epoch [147][1100/3757] lr: 1.000e-04, eta: 4:09:32, time: 1.129, data_time: 0.003, memory: 6921, loss_aux: 0.9245, top1_acc: 0.7172, top5_acc: 0.8648, loss_cls: 1.2331, loss: 2.1577, grad_norm: 11.2790 2021-07-09 21:45:47,921 - mmaction - INFO - Epoch [147][1120/3757] lr: 1.000e-04, eta: 4:09:11, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 0.9065, top1_acc: 0.7281, top5_acc: 0.8734, loss_cls: 1.1812, loss: 2.0877, grad_norm: 11.3216 2021-07-09 21:46:09,957 - mmaction - INFO - Epoch [147][1140/3757] lr: 1.000e-04, eta: 4:08:49, time: 1.101, data_time: 0.004, memory: 6921, loss_aux: 0.9110, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2222, loss: 2.1331, grad_norm: 11.6196 2021-07-09 21:46:32,402 - mmaction - INFO - Epoch [147][1160/3757] lr: 1.000e-04, eta: 4:08:28, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 0.9401, top1_acc: 0.7055, top5_acc: 0.8891, loss_cls: 1.1740, loss: 2.1140, grad_norm: 11.5229 2021-07-09 21:46:53,638 - mmaction - INFO - Epoch [147][1180/3757] lr: 1.000e-04, eta: 4:08:06, time: 1.061, data_time: 0.002, memory: 6921, loss_aux: 0.9515, top1_acc: 0.6992, top5_acc: 0.8617, loss_cls: 1.2829, loss: 2.2344, grad_norm: 11.3652 2021-07-09 21:47:16,416 - mmaction - INFO - Epoch [147][1200/3757] lr: 1.000e-04, eta: 4:07:45, time: 1.140, data_time: 0.028, memory: 6921, loss_aux: 0.9492, top1_acc: 0.7117, top5_acc: 0.8500, loss_cls: 1.2853, loss: 2.2345, grad_norm: 11.5018 2021-07-09 21:47:38,524 - mmaction - INFO - Epoch [147][1220/3757] lr: 1.000e-04, eta: 4:07:23, time: 1.105, data_time: 0.042, memory: 6921, loss_aux: 0.9560, top1_acc: 0.6883, top5_acc: 0.8477, loss_cls: 1.3402, loss: 2.2962, grad_norm: 11.3801 2021-07-09 21:47:59,675 - mmaction - INFO - Epoch [147][1240/3757] lr: 1.000e-04, eta: 4:07:02, time: 1.056, data_time: 0.008, memory: 6921, loss_aux: 0.9652, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3171, loss: 2.2824, grad_norm: 11.6167 2021-07-09 21:48:22,304 - mmaction - INFO - Epoch [147][1260/3757] lr: 1.000e-04, eta: 4:06:40, time: 1.132, data_time: 0.081, memory: 6921, loss_aux: 0.9197, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2870, loss: 2.2068, grad_norm: 11.6830 2021-07-09 21:48:44,495 - mmaction - INFO - Epoch [147][1280/3757] lr: 1.000e-04, eta: 4:06:19, time: 1.109, data_time: 0.052, memory: 6921, loss_aux: 0.9274, top1_acc: 0.7016, top5_acc: 0.8656, loss_cls: 1.2442, loss: 2.1716, grad_norm: 11.5184 2021-07-09 21:49:06,196 - mmaction - INFO - Epoch [147][1300/3757] lr: 1.000e-04, eta: 4:05:57, time: 1.084, data_time: 0.032, memory: 6921, loss_aux: 0.9177, top1_acc: 0.6992, top5_acc: 0.8812, loss_cls: 1.2079, loss: 2.1256, grad_norm: 11.7514 2021-07-09 21:49:28,785 - mmaction - INFO - Epoch [147][1320/3757] lr: 1.000e-04, eta: 4:05:36, time: 1.131, data_time: 0.023, memory: 6921, loss_aux: 0.9982, top1_acc: 0.6813, top5_acc: 0.8656, loss_cls: 1.3377, loss: 2.3359, grad_norm: 11.8959 2021-07-09 21:49:50,477 - mmaction - INFO - Epoch [147][1340/3757] lr: 1.000e-04, eta: 4:05:14, time: 1.084, data_time: 0.001, memory: 6921, loss_aux: 0.9669, top1_acc: 0.7016, top5_acc: 0.8633, loss_cls: 1.2666, loss: 2.2335, grad_norm: 11.6772 2021-07-09 21:50:12,523 - mmaction - INFO - Epoch [147][1360/3757] lr: 1.000e-04, eta: 4:04:53, time: 1.103, data_time: 0.050, memory: 6921, loss_aux: 0.9564, top1_acc: 0.6859, top5_acc: 0.8672, loss_cls: 1.2898, loss: 2.2461, grad_norm: 12.2558 2021-07-09 21:50:33,920 - mmaction - INFO - Epoch [147][1380/3757] lr: 1.000e-04, eta: 4:04:31, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6852, top5_acc: 0.8492, loss_cls: 1.3050, loss: 2.2662, grad_norm: 11.6670 2021-07-09 21:50:55,786 - mmaction - INFO - Epoch [147][1400/3757] lr: 1.000e-04, eta: 4:04:10, time: 1.093, data_time: 0.004, memory: 6921, loss_aux: 0.9482, top1_acc: 0.7008, top5_acc: 0.8586, loss_cls: 1.2613, loss: 2.2095, grad_norm: 11.7561 2021-07-09 21:51:19,311 - mmaction - INFO - Epoch [147][1420/3757] lr: 1.000e-04, eta: 4:03:48, time: 1.177, data_time: 0.003, memory: 6921, loss_aux: 0.9599, top1_acc: 0.6969, top5_acc: 0.8539, loss_cls: 1.3041, loss: 2.2639, grad_norm: 11.5807 2021-07-09 21:51:40,355 - mmaction - INFO - Epoch [147][1440/3757] lr: 1.000e-04, eta: 4:03:27, time: 1.051, data_time: 0.002, memory: 6921, loss_aux: 0.9229, top1_acc: 0.7094, top5_acc: 0.8812, loss_cls: 1.1860, loss: 2.1089, grad_norm: 11.5242 2021-07-09 21:52:02,679 - mmaction - INFO - Epoch [147][1460/3757] lr: 1.000e-04, eta: 4:03:05, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 0.9306, top1_acc: 0.6969, top5_acc: 0.8766, loss_cls: 1.2457, loss: 2.1763, grad_norm: 11.6483 2021-07-09 21:52:23,900 - mmaction - INFO - Epoch [147][1480/3757] lr: 1.000e-04, eta: 4:02:44, time: 1.061, data_time: 0.005, memory: 6921, loss_aux: 0.9557, top1_acc: 0.6828, top5_acc: 0.8555, loss_cls: 1.3029, loss: 2.2585, grad_norm: 11.6243 2021-07-09 21:52:46,959 - mmaction - INFO - Epoch [147][1500/3757] lr: 1.000e-04, eta: 4:02:22, time: 1.154, data_time: 0.003, memory: 6921, loss_aux: 0.9075, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2113, loss: 2.1188, grad_norm: 11.5421 2021-07-09 21:53:08,486 - mmaction - INFO - Epoch [147][1520/3757] lr: 1.000e-04, eta: 4:02:01, time: 1.075, data_time: 0.002, memory: 6921, loss_aux: 0.9488, top1_acc: 0.7016, top5_acc: 0.8602, loss_cls: 1.2651, loss: 2.2139, grad_norm: 11.4294 2021-07-09 21:53:30,157 - mmaction - INFO - Epoch [147][1540/3757] lr: 1.000e-04, eta: 4:01:39, time: 1.085, data_time: 0.003, memory: 6921, loss_aux: 0.9195, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.2196, loss: 2.1391, grad_norm: 11.4829 2021-07-09 21:53:52,589 - mmaction - INFO - Epoch [147][1560/3757] lr: 1.000e-04, eta: 4:01:18, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 0.9177, top1_acc: 0.7055, top5_acc: 0.8844, loss_cls: 1.1998, loss: 2.1175, grad_norm: 11.3099 2021-07-09 21:54:14,857 - mmaction - INFO - Epoch [147][1580/3757] lr: 1.000e-04, eta: 4:00:56, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 0.9563, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3070, loss: 2.2634, grad_norm: 11.6605 2021-07-09 21:54:36,700 - mmaction - INFO - Epoch [147][1600/3757] lr: 1.000e-04, eta: 4:00:35, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.9600, top1_acc: 0.7008, top5_acc: 0.8727, loss_cls: 1.2749, loss: 2.2349, grad_norm: 11.5601 2021-07-09 21:54:59,761 - mmaction - INFO - Epoch [147][1620/3757] lr: 1.000e-04, eta: 4:00:13, time: 1.156, data_time: 0.004, memory: 6921, loss_aux: 0.9417, top1_acc: 0.7023, top5_acc: 0.8609, loss_cls: 1.2380, loss: 2.1797, grad_norm: 11.5613 2021-07-09 21:55:21,320 - mmaction - INFO - Epoch [147][1640/3757] lr: 1.000e-04, eta: 3:59:52, time: 1.076, data_time: 0.001, memory: 6921, loss_aux: 0.9629, top1_acc: 0.6836, top5_acc: 0.8531, loss_cls: 1.3248, loss: 2.2877, grad_norm: 11.7853 2021-07-09 21:55:43,047 - mmaction - INFO - Epoch [147][1660/3757] lr: 1.000e-04, eta: 3:59:30, time: 1.087, data_time: 0.005, memory: 6921, loss_aux: 0.9645, top1_acc: 0.6797, top5_acc: 0.8516, loss_cls: 1.3456, loss: 2.3100, grad_norm: 11.5366 2021-07-09 21:56:05,350 - mmaction - INFO - Epoch [147][1680/3757] lr: 1.000e-04, eta: 3:59:09, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 0.9443, top1_acc: 0.6961, top5_acc: 0.8562, loss_cls: 1.2649, loss: 2.2092, grad_norm: 11.7997 2021-07-09 21:56:27,284 - mmaction - INFO - Epoch [147][1700/3757] lr: 1.000e-04, eta: 3:58:48, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9848, top1_acc: 0.6813, top5_acc: 0.8398, loss_cls: 1.3696, loss: 2.3544, grad_norm: 11.6736 2021-07-09 21:56:48,820 - mmaction - INFO - Epoch [147][1720/3757] lr: 1.000e-04, eta: 3:58:26, time: 1.076, data_time: 0.004, memory: 6921, loss_aux: 0.8920, top1_acc: 0.7141, top5_acc: 0.8688, loss_cls: 1.2100, loss: 2.1020, grad_norm: 11.3026 2021-07-09 21:57:11,968 - mmaction - INFO - Epoch [147][1740/3757] lr: 1.000e-04, eta: 3:58:05, time: 1.158, data_time: 0.004, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6937, top5_acc: 0.8539, loss_cls: 1.2982, loss: 2.2528, grad_norm: 11.5956 2021-07-09 21:57:33,435 - mmaction - INFO - Epoch [147][1760/3757] lr: 1.000e-04, eta: 3:57:43, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.8928, top1_acc: 0.6953, top5_acc: 0.8789, loss_cls: 1.2104, loss: 2.1032, grad_norm: 11.6378 2021-07-09 21:57:55,254 - mmaction - INFO - Epoch [147][1780/3757] lr: 1.000e-04, eta: 3:57:22, time: 1.092, data_time: 0.002, memory: 6921, loss_aux: 0.9182, top1_acc: 0.6898, top5_acc: 0.8555, loss_cls: 1.2347, loss: 2.1529, grad_norm: 11.5003 2021-07-09 21:58:17,810 - mmaction - INFO - Epoch [147][1800/3757] lr: 1.000e-04, eta: 3:57:00, time: 1.128, data_time: 0.005, memory: 6921, loss_aux: 0.9452, top1_acc: 0.6852, top5_acc: 0.8719, loss_cls: 1.2989, loss: 2.2442, grad_norm: 12.0550 2021-07-09 21:58:40,348 - mmaction - INFO - Epoch [147][1820/3757] lr: 1.000e-04, eta: 3:56:39, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 0.9543, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2692, loss: 2.2236, grad_norm: 11.5581 2021-07-09 21:59:01,605 - mmaction - INFO - Epoch [147][1840/3757] lr: 1.000e-04, eta: 3:56:17, time: 1.063, data_time: 0.002, memory: 6921, loss_aux: 0.9772, top1_acc: 0.6781, top5_acc: 0.8609, loss_cls: 1.3263, loss: 2.3035, grad_norm: 12.0465 2021-07-09 21:59:23,886 - mmaction - INFO - Epoch [147][1860/3757] lr: 1.000e-04, eta: 3:55:56, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 0.9363, top1_acc: 0.7000, top5_acc: 0.8578, loss_cls: 1.2522, loss: 2.1885, grad_norm: 11.3103 2021-07-09 21:59:45,386 - mmaction - INFO - Epoch [147][1880/3757] lr: 1.000e-04, eta: 3:55:34, time: 1.076, data_time: 0.002, memory: 6921, loss_aux: 0.9323, top1_acc: 0.6805, top5_acc: 0.8695, loss_cls: 1.2527, loss: 2.1850, grad_norm: 11.6539 2021-07-09 22:00:08,620 - mmaction - INFO - Epoch [147][1900/3757] lr: 1.000e-04, eta: 3:55:13, time: 1.161, data_time: 0.001, memory: 6921, loss_aux: 0.9496, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2763, loss: 2.2258, grad_norm: 11.7587 2021-07-09 22:00:30,213 - mmaction - INFO - Epoch [147][1920/3757] lr: 1.000e-04, eta: 3:54:51, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 1.0265, top1_acc: 0.6656, top5_acc: 0.8328, loss_cls: 1.4328, loss: 2.4593, grad_norm: 11.9624 2021-07-09 22:00:51,658 - mmaction - INFO - Epoch [147][1940/3757] lr: 1.000e-04, eta: 3:54:30, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9413, top1_acc: 0.6984, top5_acc: 0.8688, loss_cls: 1.2836, loss: 2.2249, grad_norm: 11.8999 2021-07-09 22:01:14,102 - mmaction - INFO - Epoch [147][1960/3757] lr: 1.000e-04, eta: 3:54:08, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 0.9429, top1_acc: 0.7031, top5_acc: 0.8633, loss_cls: 1.2739, loss: 2.2168, grad_norm: 11.4603 2021-07-09 22:01:36,404 - mmaction - INFO - Epoch [147][1980/3757] lr: 1.000e-04, eta: 3:53:47, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 0.9646, top1_acc: 0.6883, top5_acc: 0.8602, loss_cls: 1.2757, loss: 2.2403, grad_norm: 11.5197 2021-07-09 22:01:58,584 - mmaction - INFO - Epoch [147][2000/3757] lr: 1.000e-04, eta: 3:53:25, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 0.9398, top1_acc: 0.6977, top5_acc: 0.8664, loss_cls: 1.2592, loss: 2.1990, grad_norm: 11.4797 2021-07-09 22:02:21,350 - mmaction - INFO - Epoch [147][2020/3757] lr: 1.000e-04, eta: 3:53:04, time: 1.139, data_time: 0.003, memory: 6921, loss_aux: 0.9318, top1_acc: 0.7133, top5_acc: 0.8719, loss_cls: 1.2429, loss: 2.1747, grad_norm: 11.5575 2021-07-09 22:02:43,935 - mmaction - INFO - Epoch [147][2040/3757] lr: 1.000e-04, eta: 3:52:42, time: 1.129, data_time: 0.002, memory: 6921, loss_aux: 0.9409, top1_acc: 0.7188, top5_acc: 0.8742, loss_cls: 1.2132, loss: 2.1541, grad_norm: 11.6116 2021-07-09 22:03:05,757 - mmaction - INFO - Epoch [147][2060/3757] lr: 1.000e-04, eta: 3:52:21, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.9648, top1_acc: 0.6781, top5_acc: 0.8688, loss_cls: 1.2897, loss: 2.2545, grad_norm: 11.7254 2021-07-09 22:03:28,127 - mmaction - INFO - Epoch [147][2080/3757] lr: 1.000e-04, eta: 3:51:59, time: 1.118, data_time: 0.002, memory: 6921, loss_aux: 0.9368, top1_acc: 0.6844, top5_acc: 0.8648, loss_cls: 1.2553, loss: 2.1921, grad_norm: 12.1909 2021-07-09 22:03:49,216 - mmaction - INFO - Epoch [147][2100/3757] lr: 1.000e-04, eta: 3:51:38, time: 1.055, data_time: 0.004, memory: 6921, loss_aux: 0.9593, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.3039, loss: 2.2632, grad_norm: 11.7726 2021-07-09 22:04:12,047 - mmaction - INFO - Epoch [147][2120/3757] lr: 1.000e-04, eta: 3:51:16, time: 1.142, data_time: 0.005, memory: 6921, loss_aux: 0.9290, top1_acc: 0.7086, top5_acc: 0.8836, loss_cls: 1.2281, loss: 2.1571, grad_norm: 11.5655 2021-07-09 22:04:34,424 - mmaction - INFO - Epoch [147][2140/3757] lr: 1.000e-04, eta: 3:50:55, time: 1.119, data_time: 0.005, memory: 6921, loss_aux: 0.9107, top1_acc: 0.7086, top5_acc: 0.8742, loss_cls: 1.2179, loss: 2.1286, grad_norm: 11.9054 2021-07-09 22:04:56,606 - mmaction - INFO - Epoch [147][2160/3757] lr: 1.000e-04, eta: 3:50:33, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 0.9597, top1_acc: 0.6992, top5_acc: 0.8594, loss_cls: 1.2953, loss: 2.2550, grad_norm: 11.3683 2021-07-09 22:05:18,225 - mmaction - INFO - Epoch [147][2180/3757] lr: 1.000e-04, eta: 3:50:12, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 0.9420, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2375, loss: 2.1794, grad_norm: 11.5031 2021-07-09 22:05:40,732 - mmaction - INFO - Epoch [147][2200/3757] lr: 1.000e-04, eta: 3:49:50, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 0.9439, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.2604, loss: 2.2042, grad_norm: 11.4027 2021-07-09 22:06:02,738 - mmaction - INFO - Epoch [147][2220/3757] lr: 1.000e-04, eta: 3:49:29, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 0.9773, top1_acc: 0.6859, top5_acc: 0.8523, loss_cls: 1.3163, loss: 2.2936, grad_norm: 11.6539 2021-07-09 22:06:25,158 - mmaction - INFO - Epoch [147][2240/3757] lr: 1.000e-04, eta: 3:49:07, time: 1.121, data_time: 0.003, memory: 6921, loss_aux: 0.9366, top1_acc: 0.6844, top5_acc: 0.8625, loss_cls: 1.3102, loss: 2.2467, grad_norm: 11.9664 2021-07-09 22:06:46,905 - mmaction - INFO - Epoch [147][2260/3757] lr: 1.000e-04, eta: 3:48:46, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 0.9924, top1_acc: 0.6914, top5_acc: 0.8547, loss_cls: 1.3338, loss: 2.3262, grad_norm: 12.0261 2021-07-09 22:07:08,986 - mmaction - INFO - Epoch [147][2280/3757] lr: 1.000e-04, eta: 3:48:24, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 0.9545, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2507, loss: 2.2052, grad_norm: 11.4682 2021-07-09 22:07:30,515 - mmaction - INFO - Epoch [147][2300/3757] lr: 1.000e-04, eta: 3:48:03, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9281, top1_acc: 0.7094, top5_acc: 0.8633, loss_cls: 1.2599, loss: 2.1880, grad_norm: 11.4959 2021-07-09 22:07:53,630 - mmaction - INFO - Epoch [147][2320/3757] lr: 1.000e-04, eta: 3:47:41, time: 1.155, data_time: 0.003, memory: 6921, loss_aux: 0.9290, top1_acc: 0.7125, top5_acc: 0.8539, loss_cls: 1.2713, loss: 2.2003, grad_norm: 11.3919 2021-07-09 22:08:15,506 - mmaction - INFO - Epoch [147][2340/3757] lr: 1.000e-04, eta: 3:47:20, time: 1.094, data_time: 0.015, memory: 6921, loss_aux: 0.9152, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.2556, loss: 2.1708, grad_norm: 11.5875 2021-07-09 22:08:37,334 - mmaction - INFO - Epoch [147][2360/3757] lr: 1.000e-04, eta: 3:46:58, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 1.0182, top1_acc: 0.6687, top5_acc: 0.8328, loss_cls: 1.4039, loss: 2.4221, grad_norm: 12.4032 2021-07-09 22:08:59,476 - mmaction - INFO - Epoch [147][2380/3757] lr: 1.000e-04, eta: 3:46:37, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6891, top5_acc: 0.8555, loss_cls: 1.3215, loss: 2.2829, grad_norm: 12.0344 2021-07-09 22:09:21,852 - mmaction - INFO - Epoch [147][2400/3757] lr: 1.000e-04, eta: 3:46:15, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 0.9273, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2314, loss: 2.1587, grad_norm: 11.4477 2021-07-09 22:09:43,110 - mmaction - INFO - Epoch [147][2420/3757] lr: 1.000e-04, eta: 3:45:54, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.8794, top1_acc: 0.7250, top5_acc: 0.8859, loss_cls: 1.1121, loss: 1.9915, grad_norm: 11.1550 2021-07-09 22:10:04,859 - mmaction - INFO - Epoch [147][2440/3757] lr: 1.000e-04, eta: 3:45:32, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 0.9458, top1_acc: 0.6781, top5_acc: 0.8586, loss_cls: 1.3164, loss: 2.2623, grad_norm: 12.0561 2021-07-09 22:10:26,552 - mmaction - INFO - Epoch [147][2460/3757] lr: 1.000e-04, eta: 3:45:11, time: 1.082, data_time: 0.003, memory: 6921, loss_aux: 0.9431, top1_acc: 0.7047, top5_acc: 0.8648, loss_cls: 1.2669, loss: 2.2100, grad_norm: 11.5791 2021-07-09 22:10:49,601 - mmaction - INFO - Epoch [147][2480/3757] lr: 1.000e-04, eta: 3:44:50, time: 1.153, data_time: 0.019, memory: 6921, loss_aux: 0.9482, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2530, loss: 2.2012, grad_norm: 11.4478 2021-07-09 22:11:11,114 - mmaction - INFO - Epoch [147][2500/3757] lr: 1.000e-04, eta: 3:44:28, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 1.0028, top1_acc: 0.6742, top5_acc: 0.8484, loss_cls: 1.3678, loss: 2.3706, grad_norm: 12.0070 2021-07-09 22:11:33,346 - mmaction - INFO - Epoch [147][2520/3757] lr: 1.000e-04, eta: 3:44:07, time: 1.110, data_time: 0.022, memory: 6921, loss_aux: 0.9414, top1_acc: 0.7008, top5_acc: 0.8703, loss_cls: 1.2388, loss: 2.1802, grad_norm: 11.6020 2021-07-09 22:11:54,709 - mmaction - INFO - Epoch [147][2540/3757] lr: 1.000e-04, eta: 3:43:45, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9342, top1_acc: 0.7016, top5_acc: 0.8594, loss_cls: 1.2747, loss: 2.2089, grad_norm: 11.4637 2021-07-09 22:12:16,893 - mmaction - INFO - Epoch [147][2560/3757] lr: 1.000e-04, eta: 3:43:24, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 0.9731, top1_acc: 0.6758, top5_acc: 0.8516, loss_cls: 1.3453, loss: 2.3183, grad_norm: 11.7234 2021-07-09 22:12:38,838 - mmaction - INFO - Epoch [147][2580/3757] lr: 1.000e-04, eta: 3:43:02, time: 1.097, data_time: 0.021, memory: 6921, loss_aux: 0.9273, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2234, loss: 2.1507, grad_norm: 11.3824 2021-07-09 22:13:01,597 - mmaction - INFO - Epoch [147][2600/3757] lr: 1.000e-04, eta: 3:42:41, time: 1.140, data_time: 0.086, memory: 6921, loss_aux: 0.9419, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2330, loss: 2.1749, grad_norm: 11.5408 2021-07-09 22:13:22,973 - mmaction - INFO - Epoch [147][2620/3757] lr: 1.000e-04, eta: 3:42:19, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.8771, top1_acc: 0.7195, top5_acc: 0.8789, loss_cls: 1.1531, loss: 2.0302, grad_norm: 11.0073 2021-07-09 22:13:44,656 - mmaction - INFO - Epoch [147][2640/3757] lr: 1.000e-04, eta: 3:41:58, time: 1.087, data_time: 0.004, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6852, top5_acc: 0.8531, loss_cls: 1.3523, loss: 2.3266, grad_norm: 11.7616 2021-07-09 22:14:07,668 - mmaction - INFO - Epoch [147][2660/3757] lr: 1.000e-04, eta: 3:41:36, time: 1.149, data_time: 0.001, memory: 6921, loss_aux: 0.9734, top1_acc: 0.6953, top5_acc: 0.8516, loss_cls: 1.3096, loss: 2.2830, grad_norm: 11.5492 2021-07-09 22:14:29,863 - mmaction - INFO - Epoch [147][2680/3757] lr: 1.000e-04, eta: 3:41:15, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 0.9390, top1_acc: 0.6766, top5_acc: 0.8656, loss_cls: 1.2970, loss: 2.2360, grad_norm: 11.5275 2021-07-09 22:14:51,265 - mmaction - INFO - Epoch [147][2700/3757] lr: 1.000e-04, eta: 3:40:53, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9377, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.2988, loss: 2.2365, grad_norm: 11.5018 2021-07-09 22:15:13,248 - mmaction - INFO - Epoch [147][2720/3757] lr: 1.000e-04, eta: 3:40:32, time: 1.100, data_time: 0.033, memory: 6921, loss_aux: 0.9518, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2787, loss: 2.2305, grad_norm: 11.6815 2021-07-09 22:15:35,035 - mmaction - INFO - Epoch [147][2740/3757] lr: 1.000e-04, eta: 3:40:10, time: 1.087, data_time: 0.001, memory: 6921, loss_aux: 0.9876, top1_acc: 0.6797, top5_acc: 0.8508, loss_cls: 1.3621, loss: 2.3497, grad_norm: 12.0475 2021-07-09 22:15:57,885 - mmaction - INFO - Epoch [147][2760/3757] lr: 1.000e-04, eta: 3:39:49, time: 1.142, data_time: 0.005, memory: 6921, loss_aux: 0.9634, top1_acc: 0.6734, top5_acc: 0.8555, loss_cls: 1.3284, loss: 2.2917, grad_norm: 11.6272 2021-07-09 22:16:20,421 - mmaction - INFO - Epoch [147][2780/3757] lr: 1.000e-04, eta: 3:39:27, time: 1.128, data_time: 0.005, memory: 6921, loss_aux: 0.9007, top1_acc: 0.7227, top5_acc: 0.8727, loss_cls: 1.1885, loss: 2.0892, grad_norm: 11.2501 2021-07-09 22:16:42,223 - mmaction - INFO - Epoch [147][2800/3757] lr: 1.000e-04, eta: 3:39:06, time: 1.091, data_time: 0.004, memory: 6921, loss_aux: 0.8827, top1_acc: 0.7211, top5_acc: 0.8875, loss_cls: 1.1450, loss: 2.0277, grad_norm: 11.2171 2021-07-09 22:17:04,706 - mmaction - INFO - Epoch [147][2820/3757] lr: 1.000e-04, eta: 3:38:44, time: 1.124, data_time: 0.077, memory: 6921, loss_aux: 0.9651, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3406, loss: 2.3057, grad_norm: 11.8088 2021-07-09 22:17:26,821 - mmaction - INFO - Epoch [147][2840/3757] lr: 1.000e-04, eta: 3:38:23, time: 1.105, data_time: 0.063, memory: 6921, loss_aux: 0.9027, top1_acc: 0.7164, top5_acc: 0.8656, loss_cls: 1.2237, loss: 2.1264, grad_norm: 11.2990 2021-07-09 22:17:48,313 - mmaction - INFO - Epoch [147][2860/3757] lr: 1.000e-04, eta: 3:38:01, time: 1.074, data_time: 0.004, memory: 6921, loss_aux: 0.9517, top1_acc: 0.7000, top5_acc: 0.8703, loss_cls: 1.2610, loss: 2.2127, grad_norm: 11.5053 2021-07-09 22:18:09,755 - mmaction - INFO - Epoch [147][2880/3757] lr: 1.000e-04, eta: 3:37:40, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9601, top1_acc: 0.6922, top5_acc: 0.8672, loss_cls: 1.2810, loss: 2.2411, grad_norm: 11.7333 2021-07-09 22:18:31,944 - mmaction - INFO - Epoch [147][2900/3757] lr: 1.000e-04, eta: 3:37:18, time: 1.108, data_time: 0.002, memory: 6921, loss_aux: 0.9286, top1_acc: 0.7180, top5_acc: 0.8672, loss_cls: 1.2095, loss: 2.1380, grad_norm: 11.1733 2021-07-09 22:18:54,331 - mmaction - INFO - Epoch [147][2920/3757] lr: 1.000e-04, eta: 3:36:57, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 0.9199, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2456, loss: 2.1656, grad_norm: 11.5057 2021-07-09 22:19:17,156 - mmaction - INFO - Epoch [147][2940/3757] lr: 1.000e-04, eta: 3:36:35, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 0.9436, top1_acc: 0.6992, top5_acc: 0.8547, loss_cls: 1.2963, loss: 2.2399, grad_norm: 11.6750 2021-07-09 22:19:39,459 - mmaction - INFO - Epoch [147][2960/3757] lr: 1.000e-04, eta: 3:36:14, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 0.9683, top1_acc: 0.6859, top5_acc: 0.8703, loss_cls: 1.3174, loss: 2.2857, grad_norm: 12.2066 2021-07-09 22:20:01,166 - mmaction - INFO - Epoch [147][2980/3757] lr: 1.000e-04, eta: 3:35:52, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6992, top5_acc: 0.8656, loss_cls: 1.2627, loss: 2.2336, grad_norm: 11.7181 2021-07-09 22:20:23,331 - mmaction - INFO - Epoch [147][3000/3757] lr: 1.000e-04, eta: 3:35:31, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 1.0131, top1_acc: 0.6570, top5_acc: 0.8484, loss_cls: 1.4171, loss: 2.4302, grad_norm: 12.2279 2021-07-09 22:20:45,412 - mmaction - INFO - Epoch [147][3020/3757] lr: 1.000e-04, eta: 3:35:09, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 0.9318, top1_acc: 0.6992, top5_acc: 0.8609, loss_cls: 1.2659, loss: 2.1977, grad_norm: 11.5646 2021-07-09 22:21:06,827 - mmaction - INFO - Epoch [147][3040/3757] lr: 1.000e-04, eta: 3:34:48, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9992, top1_acc: 0.6570, top5_acc: 0.8422, loss_cls: 1.3902, loss: 2.3894, grad_norm: 12.0957 2021-07-09 22:21:28,951 - mmaction - INFO - Epoch [147][3060/3757] lr: 1.000e-04, eta: 3:34:26, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 0.9039, top1_acc: 0.7258, top5_acc: 0.8750, loss_cls: 1.1911, loss: 2.0950, grad_norm: 11.2072 2021-07-09 22:21:50,341 - mmaction - INFO - Epoch [147][3080/3757] lr: 1.000e-04, eta: 3:34:05, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9225, top1_acc: 0.7109, top5_acc: 0.8773, loss_cls: 1.2040, loss: 2.1265, grad_norm: 11.5798 2021-07-09 22:22:11,679 - mmaction - INFO - Epoch [147][3100/3757] lr: 1.000e-04, eta: 3:33:43, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9455, top1_acc: 0.6937, top5_acc: 0.8703, loss_cls: 1.2531, loss: 2.1985, grad_norm: 11.6328 2021-07-09 22:22:33,827 - mmaction - INFO - Epoch [147][3120/3757] lr: 1.000e-04, eta: 3:33:22, time: 1.105, data_time: 0.028, memory: 6921, loss_aux: 0.9155, top1_acc: 0.7102, top5_acc: 0.8789, loss_cls: 1.1919, loss: 2.1074, grad_norm: 11.5741 2021-07-09 22:22:56,117 - mmaction - INFO - Epoch [147][3140/3757] lr: 1.000e-04, eta: 3:33:00, time: 1.116, data_time: 0.022, memory: 6921, loss_aux: 0.9546, top1_acc: 0.6828, top5_acc: 0.8633, loss_cls: 1.2800, loss: 2.2345, grad_norm: 11.4990 2021-07-09 22:23:17,739 - mmaction - INFO - Epoch [147][3160/3757] lr: 1.000e-04, eta: 3:32:39, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 0.9483, top1_acc: 0.7227, top5_acc: 0.8930, loss_cls: 1.1726, loss: 2.1209, grad_norm: 11.9057 2021-07-09 22:23:40,261 - mmaction - INFO - Epoch [147][3180/3757] lr: 1.000e-04, eta: 3:32:17, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 0.9548, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2747, loss: 2.2295, grad_norm: 11.8916 2021-07-09 22:24:01,920 - mmaction - INFO - Epoch [147][3200/3757] lr: 1.000e-04, eta: 3:31:56, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 1.0189, top1_acc: 0.6789, top5_acc: 0.8227, loss_cls: 1.4323, loss: 2.4512, grad_norm: 12.1428 2021-07-09 22:24:24,286 - mmaction - INFO - Epoch [147][3220/3757] lr: 1.000e-04, eta: 3:31:34, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 0.9314, top1_acc: 0.6992, top5_acc: 0.8664, loss_cls: 1.2847, loss: 2.2161, grad_norm: 11.6098 2021-07-09 22:24:46,951 - mmaction - INFO - Epoch [147][3240/3757] lr: 1.000e-04, eta: 3:31:13, time: 1.132, data_time: 0.004, memory: 6921, loss_aux: 0.9039, top1_acc: 0.7094, top5_acc: 0.8703, loss_cls: 1.1908, loss: 2.0947, grad_norm: 11.7833 2021-07-09 22:25:08,871 - mmaction - INFO - Epoch [147][3260/3757] lr: 1.000e-04, eta: 3:30:51, time: 1.097, data_time: 0.006, memory: 6921, loss_aux: 0.9277, top1_acc: 0.7164, top5_acc: 0.8828, loss_cls: 1.2164, loss: 2.1441, grad_norm: 11.5893 2021-07-09 22:25:30,422 - mmaction - INFO - Epoch [147][3280/3757] lr: 1.000e-04, eta: 3:30:30, time: 1.079, data_time: 0.005, memory: 6921, loss_aux: 0.9977, top1_acc: 0.6945, top5_acc: 0.8555, loss_cls: 1.3180, loss: 2.3157, grad_norm: 11.5193 2021-07-09 22:25:52,445 - mmaction - INFO - Epoch [147][3300/3757] lr: 1.000e-04, eta: 3:30:08, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 0.9481, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.2876, loss: 2.2358, grad_norm: 11.7435 2021-07-09 22:26:14,315 - mmaction - INFO - Epoch [147][3320/3757] lr: 1.000e-04, eta: 3:29:47, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 0.9593, top1_acc: 0.7070, top5_acc: 0.8633, loss_cls: 1.2879, loss: 2.2472, grad_norm: 11.3690 2021-07-09 22:26:36,006 - mmaction - INFO - Epoch [147][3340/3757] lr: 1.000e-04, eta: 3:29:25, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9720, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3226, loss: 2.2945, grad_norm: 11.9393 2021-07-09 22:26:57,297 - mmaction - INFO - Epoch [147][3360/3757] lr: 1.000e-04, eta: 3:29:04, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9705, top1_acc: 0.6742, top5_acc: 0.8570, loss_cls: 1.3133, loss: 2.2838, grad_norm: 11.9390 2021-07-09 22:27:19,195 - mmaction - INFO - Epoch [147][3380/3757] lr: 1.000e-04, eta: 3:28:42, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9342, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.2760, loss: 2.2102, grad_norm: 11.6752 2021-07-09 22:27:41,016 - mmaction - INFO - Epoch [147][3400/3757] lr: 1.000e-04, eta: 3:28:21, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9552, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.3015, loss: 2.2567, grad_norm: 11.7726 2021-07-09 22:28:03,371 - mmaction - INFO - Epoch [147][3420/3757] lr: 1.000e-04, eta: 3:27:59, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 0.9203, top1_acc: 0.7055, top5_acc: 0.8750, loss_cls: 1.2082, loss: 2.1285, grad_norm: 11.2704 2021-07-09 22:28:25,456 - mmaction - INFO - Epoch [147][3440/3757] lr: 1.000e-04, eta: 3:27:38, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 0.9738, top1_acc: 0.7016, top5_acc: 0.8586, loss_cls: 1.2812, loss: 2.2550, grad_norm: 11.7591 2021-07-09 22:28:47,520 - mmaction - INFO - Epoch [147][3460/3757] lr: 1.000e-04, eta: 3:27:16, time: 1.102, data_time: 0.052, memory: 6921, loss_aux: 0.9471, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2759, loss: 2.2230, grad_norm: 11.7974 2021-07-09 22:29:09,057 - mmaction - INFO - Epoch [147][3480/3757] lr: 1.000e-04, eta: 3:26:55, time: 1.078, data_time: 0.032, memory: 6921, loss_aux: 0.9783, top1_acc: 0.7078, top5_acc: 0.8711, loss_cls: 1.2583, loss: 2.2365, grad_norm: 11.5706 2021-07-09 22:29:31,680 - mmaction - INFO - Epoch [147][3500/3757] lr: 1.000e-04, eta: 3:26:33, time: 1.132, data_time: 0.003, memory: 6921, loss_aux: 0.9428, top1_acc: 0.7039, top5_acc: 0.8523, loss_cls: 1.2615, loss: 2.2043, grad_norm: 11.5201 2021-07-09 22:29:53,789 - mmaction - INFO - Epoch [147][3520/3757] lr: 1.000e-04, eta: 3:26:12, time: 1.103, data_time: 0.001, memory: 6921, loss_aux: 0.9708, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.2919, loss: 2.2628, grad_norm: 11.7647 2021-07-09 22:30:15,757 - mmaction - INFO - Epoch [147][3540/3757] lr: 1.000e-04, eta: 3:25:50, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 0.9137, top1_acc: 0.7055, top5_acc: 0.8773, loss_cls: 1.2101, loss: 2.1238, grad_norm: 11.7400 2021-07-09 22:30:36,832 - mmaction - INFO - Epoch [147][3560/3757] lr: 1.000e-04, eta: 3:25:29, time: 1.053, data_time: 0.003, memory: 6921, loss_aux: 0.9566, top1_acc: 0.6797, top5_acc: 0.8680, loss_cls: 1.2769, loss: 2.2335, grad_norm: 11.8350 2021-07-09 22:30:58,793 - mmaction - INFO - Epoch [147][3580/3757] lr: 1.000e-04, eta: 3:25:07, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 0.9374, top1_acc: 0.7023, top5_acc: 0.8766, loss_cls: 1.2337, loss: 2.1711, grad_norm: 11.8672 2021-07-09 22:31:21,826 - mmaction - INFO - Epoch [147][3600/3757] lr: 1.000e-04, eta: 3:24:46, time: 1.151, data_time: 0.002, memory: 6921, loss_aux: 1.0056, top1_acc: 0.6836, top5_acc: 0.8500, loss_cls: 1.3134, loss: 2.3190, grad_norm: 11.9300 2021-07-09 22:31:44,056 - mmaction - INFO - Epoch [147][3620/3757] lr: 1.000e-04, eta: 3:24:25, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 0.9396, top1_acc: 0.6977, top5_acc: 0.8656, loss_cls: 1.2517, loss: 2.1913, grad_norm: 11.5260 2021-07-09 22:32:05,151 - mmaction - INFO - Epoch [147][3640/3757] lr: 1.000e-04, eta: 3:24:03, time: 1.056, data_time: 0.003, memory: 6921, loss_aux: 0.9499, top1_acc: 0.7023, top5_acc: 0.8602, loss_cls: 1.2711, loss: 2.2210, grad_norm: 11.6876 2021-07-09 22:32:26,475 - mmaction - INFO - Epoch [147][3660/3757] lr: 1.000e-04, eta: 3:23:42, time: 1.064, data_time: 0.001, memory: 6921, loss_aux: 0.9063, top1_acc: 0.6984, top5_acc: 0.8766, loss_cls: 1.1832, loss: 2.0894, grad_norm: 11.5386 2021-07-09 22:32:49,091 - mmaction - INFO - Epoch [147][3680/3757] lr: 1.000e-04, eta: 3:23:20, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 0.9412, top1_acc: 0.7133, top5_acc: 0.8688, loss_cls: 1.2275, loss: 2.1688, grad_norm: 11.5006 2021-07-09 22:33:11,015 - mmaction - INFO - Epoch [147][3700/3757] lr: 1.000e-04, eta: 3:22:59, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 1.0025, top1_acc: 0.6852, top5_acc: 0.8320, loss_cls: 1.3696, loss: 2.3721, grad_norm: 11.4360 2021-07-09 22:33:32,901 - mmaction - INFO - Epoch [147][3720/3757] lr: 1.000e-04, eta: 3:22:37, time: 1.096, data_time: 0.005, memory: 6921, loss_aux: 0.9431, top1_acc: 0.6930, top5_acc: 0.8703, loss_cls: 1.2616, loss: 2.2047, grad_norm: 11.6154 2021-07-09 22:33:54,917 - mmaction - INFO - Epoch [147][3740/3757] lr: 1.000e-04, eta: 3:22:16, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 0.9690, top1_acc: 0.6992, top5_acc: 0.8586, loss_cls: 1.2719, loss: 2.2409, grad_norm: 11.7864 2021-07-09 22:34:13,238 - mmaction - INFO - Saving checkpoint at 147 epochs 2021-07-09 22:35:17,025 - mmaction - INFO - Epoch [148][20/3757] lr: 1.000e-04, eta: 3:21:36, time: 3.111, data_time: 2.067, memory: 6921, loss_aux: 0.9288, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2728, loss: 2.2016, grad_norm: 11.4453 2021-07-09 22:35:38,692 - mmaction - INFO - Epoch [148][40/3757] lr: 1.000e-04, eta: 3:21:15, time: 1.083, data_time: 0.005, memory: 6921, loss_aux: 0.9803, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.3081, loss: 2.2884, grad_norm: 11.9672 2021-07-09 22:36:01,840 - mmaction - INFO - Epoch [148][60/3757] lr: 1.000e-04, eta: 3:20:53, time: 1.158, data_time: 0.003, memory: 6921, loss_aux: 0.9297, top1_acc: 0.7031, top5_acc: 0.8656, loss_cls: 1.2147, loss: 2.1444, grad_norm: 11.3482 2021-07-09 22:36:24,543 - mmaction - INFO - Epoch [148][80/3757] lr: 1.000e-04, eta: 3:20:32, time: 1.136, data_time: 0.004, memory: 6921, loss_aux: 0.9543, top1_acc: 0.7008, top5_acc: 0.8688, loss_cls: 1.2458, loss: 2.2001, grad_norm: 11.6482 2021-07-09 22:36:47,078 - mmaction - INFO - Epoch [148][100/3757] lr: 1.000e-04, eta: 3:20:10, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 1.0003, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2702, loss: 2.2706, grad_norm: 11.5595 2021-07-09 22:37:09,629 - mmaction - INFO - Epoch [148][120/3757] lr: 1.000e-04, eta: 3:19:49, time: 1.127, data_time: 0.062, memory: 6921, loss_aux: 0.9284, top1_acc: 0.7016, top5_acc: 0.8727, loss_cls: 1.2149, loss: 2.1433, grad_norm: 11.6241 2021-07-09 22:37:31,477 - mmaction - INFO - Epoch [148][140/3757] lr: 1.000e-04, eta: 3:19:27, time: 1.094, data_time: 0.011, memory: 6921, loss_aux: 0.8943, top1_acc: 0.7109, top5_acc: 0.8781, loss_cls: 1.1871, loss: 2.0814, grad_norm: 11.2580 2021-07-09 22:37:53,589 - mmaction - INFO - Epoch [148][160/3757] lr: 1.000e-04, eta: 3:19:06, time: 1.106, data_time: 0.038, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.3117, loss: 2.2881, grad_norm: 11.8226 2021-07-09 22:38:16,194 - mmaction - INFO - Epoch [148][180/3757] lr: 1.000e-04, eta: 3:18:44, time: 1.129, data_time: 0.021, memory: 6921, loss_aux: 0.9369, top1_acc: 0.7211, top5_acc: 0.8695, loss_cls: 1.2251, loss: 2.1619, grad_norm: 11.0788 2021-07-09 22:38:39,021 - mmaction - INFO - Epoch [148][200/3757] lr: 1.000e-04, eta: 3:18:23, time: 1.141, data_time: 0.002, memory: 6921, loss_aux: 0.9392, top1_acc: 0.6898, top5_acc: 0.8500, loss_cls: 1.3431, loss: 2.2823, grad_norm: 11.6463 2021-07-09 22:39:01,912 - mmaction - INFO - Epoch [148][220/3757] lr: 1.000e-04, eta: 3:18:01, time: 1.146, data_time: 0.102, memory: 6921, loss_aux: 0.9544, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2698, loss: 2.2242, grad_norm: 12.0853 2021-07-09 22:39:23,259 - mmaction - INFO - Epoch [148][240/3757] lr: 1.000e-04, eta: 3:17:40, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9749, top1_acc: 0.6891, top5_acc: 0.8656, loss_cls: 1.3106, loss: 2.2855, grad_norm: 11.7141 2021-07-09 22:39:45,725 - mmaction - INFO - Epoch [148][260/3757] lr: 1.000e-04, eta: 3:17:18, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 0.8737, top1_acc: 0.7227, top5_acc: 0.8828, loss_cls: 1.1258, loss: 1.9995, grad_norm: 11.1670 2021-07-09 22:40:08,562 - mmaction - INFO - Epoch [148][280/3757] lr: 1.000e-04, eta: 3:16:57, time: 1.143, data_time: 0.004, memory: 6921, loss_aux: 0.9136, top1_acc: 0.7148, top5_acc: 0.8734, loss_cls: 1.2178, loss: 2.1314, grad_norm: 11.5893 2021-07-09 22:40:31,383 - mmaction - INFO - Epoch [148][300/3757] lr: 1.000e-04, eta: 3:16:35, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 0.9609, top1_acc: 0.6961, top5_acc: 0.8633, loss_cls: 1.3251, loss: 2.2860, grad_norm: 11.9864 2021-07-09 22:40:53,496 - mmaction - INFO - Epoch [148][320/3757] lr: 1.000e-04, eta: 3:16:14, time: 1.104, data_time: 0.005, memory: 6921, loss_aux: 0.9645, top1_acc: 0.7031, top5_acc: 0.8578, loss_cls: 1.3056, loss: 2.2701, grad_norm: 11.8368 2021-07-09 22:41:15,536 - mmaction - INFO - Epoch [148][340/3757] lr: 1.000e-04, eta: 3:15:52, time: 1.104, data_time: 0.004, memory: 6921, loss_aux: 0.9226, top1_acc: 0.6914, top5_acc: 0.8781, loss_cls: 1.2088, loss: 2.1315, grad_norm: 11.7922 2021-07-09 22:41:37,714 - mmaction - INFO - Epoch [148][360/3757] lr: 1.000e-04, eta: 3:15:31, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 0.9251, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2460, loss: 2.1711, grad_norm: 11.7429 2021-07-09 22:42:00,475 - mmaction - INFO - Epoch [148][380/3757] lr: 1.000e-04, eta: 3:15:09, time: 1.137, data_time: 0.001, memory: 6921, loss_aux: 0.9555, top1_acc: 0.7063, top5_acc: 0.8516, loss_cls: 1.2934, loss: 2.2489, grad_norm: 11.7070 2021-07-09 22:42:21,883 - mmaction - INFO - Epoch [148][400/3757] lr: 1.000e-04, eta: 3:14:48, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9209, top1_acc: 0.7094, top5_acc: 0.8820, loss_cls: 1.1924, loss: 2.1133, grad_norm: 11.3221 2021-07-09 22:42:43,237 - mmaction - INFO - Epoch [148][420/3757] lr: 1.000e-04, eta: 3:14:26, time: 1.065, data_time: 0.003, memory: 6921, loss_aux: 0.9410, top1_acc: 0.7023, top5_acc: 0.8734, loss_cls: 1.2450, loss: 2.1861, grad_norm: 11.8149 2021-07-09 22:43:06,931 - mmaction - INFO - Epoch [148][440/3757] lr: 1.000e-04, eta: 3:14:05, time: 1.186, data_time: 0.126, memory: 6921, loss_aux: 0.9483, top1_acc: 0.7148, top5_acc: 0.8750, loss_cls: 1.2330, loss: 2.1812, grad_norm: 11.4623 2021-07-09 22:43:29,452 - mmaction - INFO - Epoch [148][460/3757] lr: 1.000e-04, eta: 3:13:44, time: 1.127, data_time: 0.069, memory: 6921, loss_aux: 0.9611, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.2700, loss: 2.2311, grad_norm: 11.3746 2021-07-09 22:43:50,895 - mmaction - INFO - Epoch [148][480/3757] lr: 1.000e-04, eta: 3:13:22, time: 1.070, data_time: 0.001, memory: 6921, loss_aux: 0.9266, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2460, loss: 2.1726, grad_norm: 11.7424 2021-07-09 22:44:12,977 - mmaction - INFO - Epoch [148][500/3757] lr: 1.000e-04, eta: 3:13:01, time: 1.104, data_time: 0.036, memory: 6921, loss_aux: 0.9202, top1_acc: 0.7078, top5_acc: 0.8609, loss_cls: 1.2371, loss: 2.1573, grad_norm: 11.3846 2021-07-09 22:44:36,161 - mmaction - INFO - Epoch [148][520/3757] lr: 1.000e-04, eta: 3:12:39, time: 1.160, data_time: 0.005, memory: 6921, loss_aux: 0.9168, top1_acc: 0.7133, top5_acc: 0.8680, loss_cls: 1.2014, loss: 2.1182, grad_norm: 11.1933 2021-07-09 22:44:57,593 - mmaction - INFO - Epoch [148][540/3757] lr: 1.000e-04, eta: 3:12:18, time: 1.072, data_time: 0.003, memory: 6921, loss_aux: 0.9312, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.2052, loss: 2.1364, grad_norm: 11.5318 2021-07-09 22:45:20,908 - mmaction - INFO - Epoch [148][560/3757] lr: 1.000e-04, eta: 3:11:56, time: 1.166, data_time: 0.055, memory: 6921, loss_aux: 0.9147, top1_acc: 0.7000, top5_acc: 0.8758, loss_cls: 1.2411, loss: 2.1558, grad_norm: 11.3750 2021-07-09 22:45:42,485 - mmaction - INFO - Epoch [148][580/3757] lr: 1.000e-04, eta: 3:11:35, time: 1.079, data_time: 0.002, memory: 6921, loss_aux: 0.9211, top1_acc: 0.7086, top5_acc: 0.8680, loss_cls: 1.2171, loss: 2.1382, grad_norm: 11.3631 2021-07-09 22:46:04,572 - mmaction - INFO - Epoch [148][600/3757] lr: 1.000e-04, eta: 3:11:13, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 0.9717, top1_acc: 0.6836, top5_acc: 0.8539, loss_cls: 1.3268, loss: 2.2984, grad_norm: 11.9534 2021-07-09 22:46:27,173 - mmaction - INFO - Epoch [148][620/3757] lr: 1.000e-04, eta: 3:10:52, time: 1.132, data_time: 0.074, memory: 6921, loss_aux: 0.9160, top1_acc: 0.6992, top5_acc: 0.8711, loss_cls: 1.2336, loss: 2.1496, grad_norm: 11.6876 2021-07-09 22:46:49,120 - mmaction - INFO - Epoch [148][640/3757] lr: 1.000e-04, eta: 3:10:30, time: 1.095, data_time: 0.001, memory: 6921, loss_aux: 0.9461, top1_acc: 0.6984, top5_acc: 0.8656, loss_cls: 1.2719, loss: 2.2179, grad_norm: 11.9858 2021-07-09 22:47:11,562 - mmaction - INFO - Epoch [148][660/3757] lr: 1.000e-04, eta: 3:10:09, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 0.8981, top1_acc: 0.7086, top5_acc: 0.8734, loss_cls: 1.1903, loss: 2.0884, grad_norm: 11.1719 2021-07-09 22:47:34,721 - mmaction - INFO - Epoch [148][680/3757] lr: 1.000e-04, eta: 3:09:47, time: 1.158, data_time: 0.005, memory: 6921, loss_aux: 0.9561, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.2951, loss: 2.2512, grad_norm: 11.7041 2021-07-09 22:47:56,138 - mmaction - INFO - Epoch [148][700/3757] lr: 1.000e-04, eta: 3:09:26, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9708, top1_acc: 0.6930, top5_acc: 0.8523, loss_cls: 1.3156, loss: 2.2865, grad_norm: 11.7601 2021-07-09 22:48:18,628 - mmaction - INFO - Epoch [148][720/3757] lr: 1.000e-04, eta: 3:09:04, time: 1.126, data_time: 0.005, memory: 6921, loss_aux: 0.9483, top1_acc: 0.6883, top5_acc: 0.8750, loss_cls: 1.2441, loss: 2.1923, grad_norm: 12.0509 2021-07-09 22:48:40,921 - mmaction - INFO - Epoch [148][740/3757] lr: 1.000e-04, eta: 3:08:43, time: 1.114, data_time: 0.002, memory: 6921, loss_aux: 0.9132, top1_acc: 0.7078, top5_acc: 0.8867, loss_cls: 1.1721, loss: 2.0853, grad_norm: 11.7137 2021-07-09 22:49:03,457 - mmaction - INFO - Epoch [148][760/3757] lr: 1.000e-04, eta: 3:08:21, time: 1.126, data_time: 0.003, memory: 6921, loss_aux: 0.9649, top1_acc: 0.6680, top5_acc: 0.8492, loss_cls: 1.3868, loss: 2.3517, grad_norm: 11.9120 2021-07-09 22:49:25,896 - mmaction - INFO - Epoch [148][780/3757] lr: 1.000e-04, eta: 3:08:00, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 0.9402, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2326, loss: 2.1728, grad_norm: 11.4343 2021-07-09 22:49:47,213 - mmaction - INFO - Epoch [148][800/3757] lr: 1.000e-04, eta: 3:07:38, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9422, top1_acc: 0.7109, top5_acc: 0.8719, loss_cls: 1.2104, loss: 2.1527, grad_norm: 11.5984 2021-07-09 22:50:09,892 - mmaction - INFO - Epoch [148][820/3757] lr: 1.000e-04, eta: 3:07:17, time: 1.132, data_time: 0.081, memory: 6921, loss_aux: 0.9729, top1_acc: 0.6953, top5_acc: 0.8516, loss_cls: 1.3013, loss: 2.2742, grad_norm: 11.6238 2021-07-09 22:50:33,198 - mmaction - INFO - Epoch [148][840/3757] lr: 1.000e-04, eta: 3:06:55, time: 1.167, data_time: 0.006, memory: 6921, loss_aux: 0.8975, top1_acc: 0.7172, top5_acc: 0.8945, loss_cls: 1.1422, loss: 2.0397, grad_norm: 11.4638 2021-07-09 22:50:54,604 - mmaction - INFO - Epoch [148][860/3757] lr: 1.000e-04, eta: 3:06:34, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9279, top1_acc: 0.7086, top5_acc: 0.8641, loss_cls: 1.2271, loss: 2.1550, grad_norm: 11.4324 2021-07-09 22:51:17,014 - mmaction - INFO - Epoch [148][880/3757] lr: 1.000e-04, eta: 3:06:12, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 0.9780, top1_acc: 0.6805, top5_acc: 0.8523, loss_cls: 1.3138, loss: 2.2918, grad_norm: 11.8589 2021-07-09 22:51:39,151 - mmaction - INFO - Epoch [148][900/3757] lr: 1.000e-04, eta: 3:05:51, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 0.9437, top1_acc: 0.7180, top5_acc: 0.8617, loss_cls: 1.2463, loss: 2.1900, grad_norm: 11.4509 2021-07-09 22:52:01,581 - mmaction - INFO - Epoch [148][920/3757] lr: 1.000e-04, eta: 3:05:29, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 0.9454, top1_acc: 0.6969, top5_acc: 0.8523, loss_cls: 1.3002, loss: 2.2456, grad_norm: 11.8053 2021-07-09 22:52:23,191 - mmaction - INFO - Epoch [148][940/3757] lr: 1.000e-04, eta: 3:05:08, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9947, top1_acc: 0.6789, top5_acc: 0.8547, loss_cls: 1.3393, loss: 2.3340, grad_norm: 11.8505 2021-07-09 22:52:45,146 - mmaction - INFO - Epoch [148][960/3757] lr: 1.000e-04, eta: 3:04:46, time: 1.100, data_time: 0.005, memory: 6921, loss_aux: 0.9443, top1_acc: 0.6977, top5_acc: 0.8641, loss_cls: 1.2648, loss: 2.2091, grad_norm: 12.0090 2021-07-09 22:53:07,255 - mmaction - INFO - Epoch [148][980/3757] lr: 1.000e-04, eta: 3:04:25, time: 1.104, data_time: 0.003, memory: 6921, loss_aux: 0.9341, top1_acc: 0.7039, top5_acc: 0.8578, loss_cls: 1.2606, loss: 2.1947, grad_norm: 11.5610 2021-07-09 22:53:31,532 - mmaction - INFO - Epoch [148][1000/3757] lr: 1.000e-04, eta: 3:04:03, time: 1.215, data_time: 0.003, memory: 6921, loss_aux: 0.9602, top1_acc: 0.7023, top5_acc: 0.8633, loss_cls: 1.2794, loss: 2.2396, grad_norm: 11.6652 2021-07-09 22:53:52,499 - mmaction - INFO - Epoch [148][1020/3757] lr: 1.000e-04, eta: 3:03:42, time: 1.048, data_time: 0.003, memory: 6921, loss_aux: 0.9741, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.2928, loss: 2.2669, grad_norm: 11.9729 2021-07-09 22:54:15,705 - mmaction - INFO - Epoch [148][1040/3757] lr: 1.000e-04, eta: 3:03:20, time: 1.160, data_time: 0.001, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6852, top5_acc: 0.8750, loss_cls: 1.2508, loss: 2.2204, grad_norm: 11.7687 2021-07-09 22:54:37,418 - mmaction - INFO - Epoch [148][1060/3757] lr: 1.000e-04, eta: 3:02:59, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9446, top1_acc: 0.6773, top5_acc: 0.8500, loss_cls: 1.3080, loss: 2.2526, grad_norm: 11.9121 2021-07-09 22:54:58,694 - mmaction - INFO - Epoch [148][1080/3757] lr: 1.000e-04, eta: 3:02:37, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 1.0054, top1_acc: 0.6883, top5_acc: 0.8469, loss_cls: 1.3668, loss: 2.3722, grad_norm: 11.7233 2021-07-09 22:55:21,317 - mmaction - INFO - Epoch [148][1100/3757] lr: 1.000e-04, eta: 3:02:16, time: 1.132, data_time: 0.005, memory: 6921, loss_aux: 0.9369, top1_acc: 0.6977, top5_acc: 0.8633, loss_cls: 1.2775, loss: 2.2144, grad_norm: 11.6683 2021-07-09 22:55:44,016 - mmaction - INFO - Epoch [148][1120/3757] lr: 1.000e-04, eta: 3:01:54, time: 1.134, data_time: 0.001, memory: 6921, loss_aux: 0.9332, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.2578, loss: 2.1910, grad_norm: 11.6916 2021-07-09 22:56:06,186 - mmaction - INFO - Epoch [148][1140/3757] lr: 1.000e-04, eta: 3:01:33, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 0.9224, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2653, loss: 2.1877, grad_norm: 11.6470 2021-07-09 22:56:28,150 - mmaction - INFO - Epoch [148][1160/3757] lr: 1.000e-04, eta: 3:01:11, time: 1.098, data_time: 0.005, memory: 6921, loss_aux: 0.9324, top1_acc: 0.7117, top5_acc: 0.8773, loss_cls: 1.2201, loss: 2.1525, grad_norm: 11.3939 2021-07-09 22:56:50,978 - mmaction - INFO - Epoch [148][1180/3757] lr: 1.000e-04, eta: 3:00:50, time: 1.142, data_time: 0.003, memory: 6921, loss_aux: 0.9402, top1_acc: 0.6961, top5_acc: 0.8602, loss_cls: 1.2879, loss: 2.2281, grad_norm: 11.7026 2021-07-09 22:57:13,258 - mmaction - INFO - Epoch [148][1200/3757] lr: 1.000e-04, eta: 3:00:28, time: 1.115, data_time: 0.002, memory: 6921, loss_aux: 0.9678, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2708, loss: 2.2386, grad_norm: 11.6968 2021-07-09 22:57:34,688 - mmaction - INFO - Epoch [148][1220/3757] lr: 1.000e-04, eta: 3:00:07, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.8719, top1_acc: 0.7195, top5_acc: 0.8828, loss_cls: 1.1702, loss: 2.0421, grad_norm: 11.2276 2021-07-09 22:57:57,523 - mmaction - INFO - Epoch [148][1240/3757] lr: 1.000e-04, eta: 2:59:45, time: 1.141, data_time: 0.094, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6648, top5_acc: 0.8516, loss_cls: 1.3703, loss: 2.3447, grad_norm: 11.8970 2021-07-09 22:58:19,426 - mmaction - INFO - Epoch [148][1260/3757] lr: 1.000e-04, eta: 2:59:24, time: 1.095, data_time: 0.041, memory: 6921, loss_aux: 0.8659, top1_acc: 0.7047, top5_acc: 0.8914, loss_cls: 1.1453, loss: 2.0112, grad_norm: 11.2127 2021-07-09 22:58:42,136 - mmaction - INFO - Epoch [148][1280/3757] lr: 1.000e-04, eta: 2:59:02, time: 1.136, data_time: 0.007, memory: 6921, loss_aux: 0.9894, top1_acc: 0.6852, top5_acc: 0.8469, loss_cls: 1.3275, loss: 2.3169, grad_norm: 11.8309 2021-07-09 22:59:04,477 - mmaction - INFO - Epoch [148][1300/3757] lr: 1.000e-04, eta: 2:58:41, time: 1.118, data_time: 0.002, memory: 6921, loss_aux: 0.9219, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2441, loss: 2.1660, grad_norm: 11.3758 2021-07-09 22:59:26,079 - mmaction - INFO - Epoch [148][1320/3757] lr: 1.000e-04, eta: 2:58:19, time: 1.079, data_time: 0.001, memory: 6921, loss_aux: 0.9435, top1_acc: 0.7031, top5_acc: 0.8680, loss_cls: 1.2504, loss: 2.1939, grad_norm: 11.3606 2021-07-09 22:59:48,140 - mmaction - INFO - Epoch [148][1340/3757] lr: 1.000e-04, eta: 2:57:58, time: 1.102, data_time: 0.008, memory: 6921, loss_aux: 0.9417, top1_acc: 0.7016, top5_acc: 0.8672, loss_cls: 1.2439, loss: 2.1856, grad_norm: 11.5721 2021-07-09 23:00:10,159 - mmaction - INFO - Epoch [148][1360/3757] lr: 1.000e-04, eta: 2:57:36, time: 1.102, data_time: 0.015, memory: 6921, loss_aux: 0.9544, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2411, loss: 2.1954, grad_norm: 11.5952 2021-07-09 23:00:32,620 - mmaction - INFO - Epoch [148][1380/3757] lr: 1.000e-04, eta: 2:57:15, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 0.9719, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3276, loss: 2.2994, grad_norm: 12.0161 2021-07-09 23:00:55,306 - mmaction - INFO - Epoch [148][1400/3757] lr: 1.000e-04, eta: 2:56:53, time: 1.135, data_time: 0.006, memory: 6921, loss_aux: 0.9777, top1_acc: 0.6883, top5_acc: 0.8531, loss_cls: 1.3332, loss: 2.3110, grad_norm: 11.5641 2021-07-09 23:01:16,985 - mmaction - INFO - Epoch [148][1420/3757] lr: 1.000e-04, eta: 2:56:32, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9599, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3204, loss: 2.2804, grad_norm: 11.8552 2021-07-09 23:01:39,883 - mmaction - INFO - Epoch [148][1440/3757] lr: 1.000e-04, eta: 2:56:10, time: 1.145, data_time: 0.003, memory: 6921, loss_aux: 0.9361, top1_acc: 0.6977, top5_acc: 0.8719, loss_cls: 1.2382, loss: 2.1743, grad_norm: 11.4749 2021-07-09 23:02:02,029 - mmaction - INFO - Epoch [148][1460/3757] lr: 1.000e-04, eta: 2:55:49, time: 1.108, data_time: 0.003, memory: 6921, loss_aux: 0.9657, top1_acc: 0.6852, top5_acc: 0.8625, loss_cls: 1.3064, loss: 2.2721, grad_norm: 11.7939 2021-07-09 23:02:23,702 - mmaction - INFO - Epoch [148][1480/3757] lr: 1.000e-04, eta: 2:55:27, time: 1.083, data_time: 0.003, memory: 6921, loss_aux: 0.9296, top1_acc: 0.7063, top5_acc: 0.8805, loss_cls: 1.2203, loss: 2.1499, grad_norm: 11.4911 2021-07-09 23:02:46,338 - mmaction - INFO - Epoch [148][1500/3757] lr: 1.000e-04, eta: 2:55:06, time: 1.132, data_time: 0.004, memory: 6921, loss_aux: 0.9163, top1_acc: 0.6945, top5_acc: 0.8742, loss_cls: 1.2279, loss: 2.1442, grad_norm: 11.9652 2021-07-09 23:03:07,890 - mmaction - INFO - Epoch [148][1520/3757] lr: 1.000e-04, eta: 2:54:45, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 1.0014, top1_acc: 0.6766, top5_acc: 0.8477, loss_cls: 1.3815, loss: 2.3829, grad_norm: 11.9447 2021-07-09 23:03:30,304 - mmaction - INFO - Epoch [148][1540/3757] lr: 1.000e-04, eta: 2:54:23, time: 1.118, data_time: 0.002, memory: 6921, loss_aux: 0.9477, top1_acc: 0.7000, top5_acc: 0.8594, loss_cls: 1.2612, loss: 2.2089, grad_norm: 11.6317 2021-07-09 23:03:51,828 - mmaction - INFO - Epoch [148][1560/3757] lr: 1.000e-04, eta: 2:54:02, time: 1.077, data_time: 0.004, memory: 6921, loss_aux: 0.9298, top1_acc: 0.6922, top5_acc: 0.8680, loss_cls: 1.2485, loss: 2.1783, grad_norm: 11.4687 2021-07-09 23:04:14,651 - mmaction - INFO - Epoch [148][1580/3757] lr: 1.000e-04, eta: 2:53:40, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 0.9076, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2256, loss: 2.1332, grad_norm: 11.4632 2021-07-09 23:04:37,188 - mmaction - INFO - Epoch [148][1600/3757] lr: 1.000e-04, eta: 2:53:19, time: 1.127, data_time: 0.004, memory: 6921, loss_aux: 0.9963, top1_acc: 0.6891, top5_acc: 0.8461, loss_cls: 1.3645, loss: 2.3608, grad_norm: 11.9463 2021-07-09 23:04:58,440 - mmaction - INFO - Epoch [148][1620/3757] lr: 1.000e-04, eta: 2:52:57, time: 1.064, data_time: 0.004, memory: 6921, loss_aux: 0.9489, top1_acc: 0.7102, top5_acc: 0.8555, loss_cls: 1.2627, loss: 2.2116, grad_norm: 11.1821 2021-07-09 23:05:19,653 - mmaction - INFO - Epoch [148][1640/3757] lr: 1.000e-04, eta: 2:52:36, time: 1.059, data_time: 0.001, memory: 6921, loss_aux: 0.9556, top1_acc: 0.6984, top5_acc: 0.8594, loss_cls: 1.2797, loss: 2.2353, grad_norm: 11.4505 2021-07-09 23:05:42,610 - mmaction - INFO - Epoch [148][1660/3757] lr: 1.000e-04, eta: 2:52:14, time: 1.150, data_time: 0.069, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.2857, loss: 2.2647, grad_norm: 11.7451 2021-07-09 23:06:04,286 - mmaction - INFO - Epoch [148][1680/3757] lr: 1.000e-04, eta: 2:51:53, time: 1.082, data_time: 0.044, memory: 6921, loss_aux: 0.9291, top1_acc: 0.7094, top5_acc: 0.8758, loss_cls: 1.2154, loss: 2.1445, grad_norm: 12.0489 2021-07-09 23:06:25,720 - mmaction - INFO - Epoch [148][1700/3757] lr: 1.000e-04, eta: 2:51:31, time: 1.071, data_time: 0.003, memory: 6921, loss_aux: 0.9473, top1_acc: 0.6937, top5_acc: 0.8617, loss_cls: 1.2637, loss: 2.2110, grad_norm: 11.6747 2021-07-09 23:06:48,029 - mmaction - INFO - Epoch [148][1720/3757] lr: 1.000e-04, eta: 2:51:10, time: 1.116, data_time: 0.003, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6891, top5_acc: 0.8445, loss_cls: 1.3396, loss: 2.3078, grad_norm: 12.0616 2021-07-09 23:07:10,136 - mmaction - INFO - Epoch [148][1740/3757] lr: 1.000e-04, eta: 2:50:48, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 0.9280, top1_acc: 0.7070, top5_acc: 0.8781, loss_cls: 1.2110, loss: 2.1390, grad_norm: 11.4884 2021-07-09 23:07:31,731 - mmaction - INFO - Epoch [148][1760/3757] lr: 1.000e-04, eta: 2:50:27, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9367, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2120, loss: 2.1487, grad_norm: 11.5013 2021-07-09 23:07:54,908 - mmaction - INFO - Epoch [148][1780/3757] lr: 1.000e-04, eta: 2:50:05, time: 1.160, data_time: 0.003, memory: 6921, loss_aux: 0.9248, top1_acc: 0.7063, top5_acc: 0.8625, loss_cls: 1.2176, loss: 2.1424, grad_norm: 11.7630 2021-07-09 23:08:17,175 - mmaction - INFO - Epoch [148][1800/3757] lr: 1.000e-04, eta: 2:49:44, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 0.9404, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2624, loss: 2.2028, grad_norm: 11.8126 2021-07-09 23:08:38,834 - mmaction - INFO - Epoch [148][1820/3757] lr: 1.000e-04, eta: 2:49:22, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6953, top5_acc: 0.8570, loss_cls: 1.3096, loss: 2.2918, grad_norm: 11.8184 2021-07-09 23:09:01,167 - mmaction - INFO - Epoch [148][1840/3757] lr: 1.000e-04, eta: 2:49:01, time: 1.119, data_time: 0.005, memory: 6921, loss_aux: 0.9564, top1_acc: 0.6961, top5_acc: 0.8500, loss_cls: 1.3025, loss: 2.2589, grad_norm: 11.7184 2021-07-09 23:09:23,181 - mmaction - INFO - Epoch [148][1860/3757] lr: 1.000e-04, eta: 2:48:39, time: 1.100, data_time: 0.002, memory: 6921, loss_aux: 0.9331, top1_acc: 0.7016, top5_acc: 0.8680, loss_cls: 1.2522, loss: 2.1853, grad_norm: 11.6320 2021-07-09 23:09:46,248 - mmaction - INFO - Epoch [148][1880/3757] lr: 1.000e-04, eta: 2:48:18, time: 1.154, data_time: 0.003, memory: 6921, loss_aux: 0.9520, top1_acc: 0.7109, top5_acc: 0.8648, loss_cls: 1.2670, loss: 2.2191, grad_norm: 11.5858 2021-07-09 23:10:08,313 - mmaction - INFO - Epoch [148][1900/3757] lr: 1.000e-04, eta: 2:47:56, time: 1.102, data_time: 0.002, memory: 6921, loss_aux: 0.9524, top1_acc: 0.6914, top5_acc: 0.8484, loss_cls: 1.3040, loss: 2.2564, grad_norm: 11.6866 2021-07-09 23:10:30,724 - mmaction - INFO - Epoch [148][1920/3757] lr: 1.000e-04, eta: 2:47:35, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 0.8985, top1_acc: 0.7203, top5_acc: 0.8688, loss_cls: 1.2086, loss: 2.1071, grad_norm: 11.3518 2021-07-09 23:10:52,054 - mmaction - INFO - Epoch [148][1940/3757] lr: 1.000e-04, eta: 2:47:13, time: 1.065, data_time: 0.001, memory: 6921, loss_aux: 0.9045, top1_acc: 0.7094, top5_acc: 0.8836, loss_cls: 1.2044, loss: 2.1090, grad_norm: 11.7758 2021-07-09 23:11:14,342 - mmaction - INFO - Epoch [148][1960/3757] lr: 1.000e-04, eta: 2:46:52, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 0.8904, top1_acc: 0.6953, top5_acc: 0.8805, loss_cls: 1.1846, loss: 2.0750, grad_norm: 11.3519 2021-07-09 23:11:36,540 - mmaction - INFO - Epoch [148][1980/3757] lr: 1.000e-04, eta: 2:46:30, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 0.9392, top1_acc: 0.6945, top5_acc: 0.8625, loss_cls: 1.2986, loss: 2.2379, grad_norm: 11.8124 2021-07-09 23:11:59,036 - mmaction - INFO - Epoch [148][2000/3757] lr: 1.000e-04, eta: 2:46:09, time: 1.123, data_time: 0.001, memory: 6921, loss_aux: 0.9642, top1_acc: 0.7000, top5_acc: 0.8617, loss_cls: 1.3005, loss: 2.2647, grad_norm: 11.7346 2021-07-09 23:12:20,971 - mmaction - INFO - Epoch [148][2020/3757] lr: 1.000e-04, eta: 2:45:47, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 0.9253, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2117, loss: 2.1370, grad_norm: 11.2226 2021-07-09 23:12:42,292 - mmaction - INFO - Epoch [148][2040/3757] lr: 1.000e-04, eta: 2:45:26, time: 1.064, data_time: 0.003, memory: 6921, loss_aux: 0.9552, top1_acc: 0.6953, top5_acc: 0.8578, loss_cls: 1.2944, loss: 2.2496, grad_norm: 11.5540 2021-07-09 23:13:05,082 - mmaction - INFO - Epoch [148][2060/3757] lr: 1.000e-04, eta: 2:45:04, time: 1.139, data_time: 0.085, memory: 6921, loss_aux: 0.9810, top1_acc: 0.6734, top5_acc: 0.8438, loss_cls: 1.3723, loss: 2.3533, grad_norm: 11.7032 2021-07-09 23:13:27,163 - mmaction - INFO - Epoch [148][2080/3757] lr: 1.000e-04, eta: 2:44:43, time: 1.104, data_time: 0.055, memory: 6921, loss_aux: 0.9379, top1_acc: 0.7008, top5_acc: 0.8539, loss_cls: 1.2634, loss: 2.2013, grad_norm: 11.4563 2021-07-09 23:13:49,028 - mmaction - INFO - Epoch [148][2100/3757] lr: 1.000e-04, eta: 2:44:21, time: 1.094, data_time: 0.042, memory: 6921, loss_aux: 0.9239, top1_acc: 0.7078, top5_acc: 0.8719, loss_cls: 1.2257, loss: 2.1495, grad_norm: 11.8117 2021-07-09 23:14:12,237 - mmaction - INFO - Epoch [148][2120/3757] lr: 1.000e-04, eta: 2:44:00, time: 1.162, data_time: 0.040, memory: 6921, loss_aux: 0.8820, top1_acc: 0.7109, top5_acc: 0.8758, loss_cls: 1.1812, loss: 2.0632, grad_norm: 11.5040 2021-07-09 23:14:34,448 - mmaction - INFO - Epoch [148][2140/3757] lr: 1.000e-04, eta: 2:43:38, time: 1.110, data_time: 0.051, memory: 6921, loss_aux: 0.9297, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2348, loss: 2.1644, grad_norm: 11.2886 2021-07-09 23:14:56,526 - mmaction - INFO - Epoch [148][2160/3757] lr: 1.000e-04, eta: 2:43:17, time: 1.104, data_time: 0.046, memory: 6921, loss_aux: 0.9305, top1_acc: 0.7148, top5_acc: 0.8633, loss_cls: 1.2333, loss: 2.1638, grad_norm: 11.7795 2021-07-09 23:15:18,215 - mmaction - INFO - Epoch [148][2180/3757] lr: 1.000e-04, eta: 2:42:55, time: 1.084, data_time: 0.007, memory: 6921, loss_aux: 0.9409, top1_acc: 0.6937, top5_acc: 0.8773, loss_cls: 1.2319, loss: 2.1728, grad_norm: 11.7845 2021-07-09 23:15:40,170 - mmaction - INFO - Epoch [148][2200/3757] lr: 1.000e-04, eta: 2:42:34, time: 1.098, data_time: 0.024, memory: 6921, loss_aux: 0.9242, top1_acc: 0.7078, top5_acc: 0.8680, loss_cls: 1.2636, loss: 2.1878, grad_norm: 11.4462 2021-07-09 23:16:02,793 - mmaction - INFO - Epoch [148][2220/3757] lr: 1.000e-04, eta: 2:42:12, time: 1.131, data_time: 0.002, memory: 6921, loss_aux: 0.9253, top1_acc: 0.7086, top5_acc: 0.8719, loss_cls: 1.2252, loss: 2.1506, grad_norm: 11.9074 2021-07-09 23:16:25,037 - mmaction - INFO - Epoch [148][2240/3757] lr: 1.000e-04, eta: 2:41:51, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 0.9771, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3332, loss: 2.3103, grad_norm: 11.9225 2021-07-09 23:16:46,424 - mmaction - INFO - Epoch [148][2260/3757] lr: 1.000e-04, eta: 2:41:29, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9535, top1_acc: 0.6945, top5_acc: 0.8570, loss_cls: 1.2667, loss: 2.2202, grad_norm: 11.6801 2021-07-09 23:17:08,588 - mmaction - INFO - Epoch [148][2280/3757] lr: 1.000e-04, eta: 2:41:08, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 0.9416, top1_acc: 0.7055, top5_acc: 0.8625, loss_cls: 1.2249, loss: 2.1665, grad_norm: 11.5961 2021-07-09 23:17:30,062 - mmaction - INFO - Epoch [148][2300/3757] lr: 1.000e-04, eta: 2:40:46, time: 1.073, data_time: 0.004, memory: 6921, loss_aux: 1.0078, top1_acc: 0.6859, top5_acc: 0.8516, loss_cls: 1.3364, loss: 2.3443, grad_norm: 11.6137 2021-07-09 23:17:51,405 - mmaction - INFO - Epoch [148][2320/3757] lr: 1.000e-04, eta: 2:40:25, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9431, top1_acc: 0.7148, top5_acc: 0.8570, loss_cls: 1.2631, loss: 2.2062, grad_norm: 11.2136 2021-07-09 23:18:13,398 - mmaction - INFO - Epoch [148][2340/3757] lr: 1.000e-04, eta: 2:40:03, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 0.9869, top1_acc: 0.6820, top5_acc: 0.8570, loss_cls: 1.3298, loss: 2.3167, grad_norm: 11.6528 2021-07-09 23:18:36,240 - mmaction - INFO - Epoch [148][2360/3757] lr: 1.000e-04, eta: 2:39:42, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 0.9288, top1_acc: 0.7086, top5_acc: 0.8641, loss_cls: 1.2396, loss: 2.1684, grad_norm: 11.5142 2021-07-09 23:18:57,537 - mmaction - INFO - Epoch [148][2380/3757] lr: 1.000e-04, eta: 2:39:20, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9453, top1_acc: 0.6992, top5_acc: 0.8641, loss_cls: 1.2474, loss: 2.1927, grad_norm: 11.6481 2021-07-09 23:19:20,200 - mmaction - INFO - Epoch [148][2400/3757] lr: 1.000e-04, eta: 2:38:59, time: 1.132, data_time: 0.001, memory: 6921, loss_aux: 0.9049, top1_acc: 0.7000, top5_acc: 0.8805, loss_cls: 1.2485, loss: 2.1534, grad_norm: 11.6463 2021-07-09 23:19:42,591 - mmaction - INFO - Epoch [148][2420/3757] lr: 1.000e-04, eta: 2:38:37, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 0.9367, top1_acc: 0.7016, top5_acc: 0.8664, loss_cls: 1.2566, loss: 2.1932, grad_norm: 11.8885 2021-07-09 23:20:03,828 - mmaction - INFO - Epoch [148][2440/3757] lr: 1.000e-04, eta: 2:38:16, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 1.0040, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.3406, loss: 2.3446, grad_norm: 11.9003 2021-07-09 23:20:25,631 - mmaction - INFO - Epoch [148][2460/3757] lr: 1.000e-04, eta: 2:37:54, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 0.9134, top1_acc: 0.7156, top5_acc: 0.8820, loss_cls: 1.2248, loss: 2.1382, grad_norm: 11.8016 2021-07-09 23:20:48,291 - mmaction - INFO - Epoch [148][2480/3757] lr: 1.000e-04, eta: 2:37:33, time: 1.131, data_time: 0.004, memory: 6921, loss_aux: 0.8719, top1_acc: 0.7297, top5_acc: 0.8750, loss_cls: 1.1258, loss: 1.9977, grad_norm: 11.3017 2021-07-09 23:21:10,374 - mmaction - INFO - Epoch [148][2500/3757] lr: 1.000e-04, eta: 2:37:11, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 0.9688, top1_acc: 0.6844, top5_acc: 0.8633, loss_cls: 1.2735, loss: 2.2422, grad_norm: 12.0325 2021-07-09 23:21:32,351 - mmaction - INFO - Epoch [148][2520/3757] lr: 1.000e-04, eta: 2:36:50, time: 1.098, data_time: 0.003, memory: 6921, loss_aux: 0.9491, top1_acc: 0.6922, top5_acc: 0.8531, loss_cls: 1.3071, loss: 2.2561, grad_norm: 11.7556 2021-07-09 23:21:54,460 - mmaction - INFO - Epoch [148][2540/3757] lr: 1.000e-04, eta: 2:36:28, time: 1.104, data_time: 0.015, memory: 6921, loss_aux: 0.9584, top1_acc: 0.7000, top5_acc: 0.8719, loss_cls: 1.2501, loss: 2.2085, grad_norm: 11.8365 2021-07-09 23:22:17,334 - mmaction - INFO - Epoch [148][2560/3757] lr: 1.000e-04, eta: 2:36:07, time: 1.145, data_time: 0.004, memory: 6921, loss_aux: 0.9787, top1_acc: 0.6789, top5_acc: 0.8438, loss_cls: 1.3495, loss: 2.3282, grad_norm: 11.5252 2021-07-09 23:22:38,745 - mmaction - INFO - Epoch [148][2580/3757] lr: 1.000e-04, eta: 2:35:45, time: 1.070, data_time: 0.003, memory: 6921, loss_aux: 0.9237, top1_acc: 0.7078, top5_acc: 0.8734, loss_cls: 1.2163, loss: 2.1400, grad_norm: 11.4874 2021-07-09 23:23:00,681 - mmaction - INFO - Epoch [148][2600/3757] lr: 1.000e-04, eta: 2:35:24, time: 1.096, data_time: 0.003, memory: 6921, loss_aux: 0.9689, top1_acc: 0.6820, top5_acc: 0.8688, loss_cls: 1.3173, loss: 2.2862, grad_norm: 11.6149 2021-07-09 23:23:22,899 - mmaction - INFO - Epoch [148][2620/3757] lr: 1.000e-04, eta: 2:35:02, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 0.9378, top1_acc: 0.6992, top5_acc: 0.8547, loss_cls: 1.2603, loss: 2.1981, grad_norm: 11.5034 2021-07-09 23:23:45,014 - mmaction - INFO - Epoch [148][2640/3757] lr: 1.000e-04, eta: 2:34:41, time: 1.105, data_time: 0.005, memory: 6921, loss_aux: 1.0050, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.3636, loss: 2.3686, grad_norm: 12.1589 2021-07-09 23:24:06,515 - mmaction - INFO - Epoch [148][2660/3757] lr: 1.000e-04, eta: 2:34:19, time: 1.074, data_time: 0.003, memory: 6921, loss_aux: 0.9283, top1_acc: 0.6875, top5_acc: 0.8664, loss_cls: 1.2620, loss: 2.1903, grad_norm: 11.6226 2021-07-09 23:24:29,678 - mmaction - INFO - Epoch [148][2680/3757] lr: 1.000e-04, eta: 2:33:58, time: 1.160, data_time: 0.004, memory: 6921, loss_aux: 0.8711, top1_acc: 0.7266, top5_acc: 0.8859, loss_cls: 1.1213, loss: 1.9924, grad_norm: 11.3287 2021-07-09 23:24:50,977 - mmaction - INFO - Epoch [148][2700/3757] lr: 1.000e-04, eta: 2:33:36, time: 1.065, data_time: 0.002, memory: 6921, loss_aux: 0.9277, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2274, loss: 2.1552, grad_norm: 11.6277 2021-07-09 23:25:13,253 - mmaction - INFO - Epoch [148][2720/3757] lr: 1.000e-04, eta: 2:33:15, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 0.9478, top1_acc: 0.7086, top5_acc: 0.8812, loss_cls: 1.2426, loss: 2.1904, grad_norm: 11.4750 2021-07-09 23:25:35,838 - mmaction - INFO - Epoch [148][2740/3757] lr: 1.000e-04, eta: 2:32:53, time: 1.131, data_time: 0.005, memory: 6921, loss_aux: 0.9614, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3409, loss: 2.3023, grad_norm: 11.9717 2021-07-09 23:25:57,063 - mmaction - INFO - Epoch [148][2760/3757] lr: 1.000e-04, eta: 2:32:32, time: 1.062, data_time: 0.002, memory: 6921, loss_aux: 0.9322, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2427, loss: 2.1749, grad_norm: 11.6815 2021-07-09 23:26:18,528 - mmaction - INFO - Epoch [148][2780/3757] lr: 1.000e-04, eta: 2:32:10, time: 1.071, data_time: 0.001, memory: 6921, loss_aux: 0.9539, top1_acc: 0.6922, top5_acc: 0.8586, loss_cls: 1.2710, loss: 2.2248, grad_norm: 11.6428 2021-07-09 23:26:41,422 - mmaction - INFO - Epoch [148][2800/3757] lr: 1.000e-04, eta: 2:31:49, time: 1.146, data_time: 0.005, memory: 6921, loss_aux: 0.9445, top1_acc: 0.6859, top5_acc: 0.8586, loss_cls: 1.3180, loss: 2.2625, grad_norm: 12.0715 2021-07-09 23:27:03,990 - mmaction - INFO - Epoch [148][2820/3757] lr: 1.000e-04, eta: 2:31:27, time: 1.129, data_time: 0.005, memory: 6921, loss_aux: 0.9259, top1_acc: 0.7227, top5_acc: 0.8750, loss_cls: 1.1840, loss: 2.1099, grad_norm: 11.3670 2021-07-09 23:27:25,426 - mmaction - INFO - Epoch [148][2840/3757] lr: 1.000e-04, eta: 2:31:06, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9928, top1_acc: 0.6695, top5_acc: 0.8508, loss_cls: 1.3408, loss: 2.3336, grad_norm: 12.2664 2021-07-09 23:27:47,107 - mmaction - INFO - Epoch [148][2860/3757] lr: 1.000e-04, eta: 2:30:44, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 0.9347, top1_acc: 0.7094, top5_acc: 0.8641, loss_cls: 1.2693, loss: 2.2039, grad_norm: 11.4116 2021-07-09 23:28:09,746 - mmaction - INFO - Epoch [148][2880/3757] lr: 1.000e-04, eta: 2:30:23, time: 1.134, data_time: 0.003, memory: 6921, loss_aux: 0.8961, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2414, loss: 2.1375, grad_norm: 11.3019 2021-07-09 23:28:31,759 - mmaction - INFO - Epoch [148][2900/3757] lr: 1.000e-04, eta: 2:30:01, time: 1.099, data_time: 0.002, memory: 6921, loss_aux: 0.9205, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.2427, loss: 2.1632, grad_norm: 11.8101 2021-07-09 23:28:53,791 - mmaction - INFO - Epoch [148][2920/3757] lr: 1.000e-04, eta: 2:29:40, time: 1.103, data_time: 0.004, memory: 6921, loss_aux: 0.9253, top1_acc: 0.7133, top5_acc: 0.8820, loss_cls: 1.1849, loss: 2.1102, grad_norm: 11.2518 2021-07-09 23:29:15,343 - mmaction - INFO - Epoch [148][2940/3757] lr: 1.000e-04, eta: 2:29:18, time: 1.076, data_time: 0.022, memory: 6921, loss_aux: 0.9518, top1_acc: 0.6953, top5_acc: 0.8516, loss_cls: 1.2891, loss: 2.2409, grad_norm: 11.6567 2021-07-09 23:29:37,585 - mmaction - INFO - Epoch [148][2960/3757] lr: 1.000e-04, eta: 2:28:57, time: 1.110, data_time: 0.046, memory: 6921, loss_aux: 0.9431, top1_acc: 0.7070, top5_acc: 0.8648, loss_cls: 1.2452, loss: 2.1883, grad_norm: 11.7066 2021-07-09 23:30:00,622 - mmaction - INFO - Epoch [148][2980/3757] lr: 1.000e-04, eta: 2:28:35, time: 1.153, data_time: 0.006, memory: 6921, loss_aux: 0.9471, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.2944, loss: 2.2415, grad_norm: 11.7559 2021-07-09 23:30:22,668 - mmaction - INFO - Epoch [148][3000/3757] lr: 1.000e-04, eta: 2:28:14, time: 1.104, data_time: 0.005, memory: 6921, loss_aux: 0.9280, top1_acc: 0.6953, top5_acc: 0.8656, loss_cls: 1.2394, loss: 2.1674, grad_norm: 11.4667 2021-07-09 23:30:44,000 - mmaction - INFO - Epoch [148][3020/3757] lr: 1.000e-04, eta: 2:27:52, time: 1.066, data_time: 0.002, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6977, top5_acc: 0.8586, loss_cls: 1.2781, loss: 2.2461, grad_norm: 11.8598 2021-07-09 23:31:05,447 - mmaction - INFO - Epoch [148][3040/3757] lr: 1.000e-04, eta: 2:27:31, time: 1.073, data_time: 0.002, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2890, loss: 2.2471, grad_norm: 12.1541 2021-07-09 23:31:27,686 - mmaction - INFO - Epoch [148][3060/3757] lr: 1.000e-04, eta: 2:27:09, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 0.9689, top1_acc: 0.6836, top5_acc: 0.8578, loss_cls: 1.3171, loss: 2.2860, grad_norm: 12.0996 2021-07-09 23:31:50,623 - mmaction - INFO - Epoch [148][3080/3757] lr: 1.000e-04, eta: 2:26:48, time: 1.148, data_time: 0.037, memory: 6921, loss_aux: 0.8803, top1_acc: 0.7070, top5_acc: 0.8664, loss_cls: 1.2150, loss: 2.0953, grad_norm: 11.1639 2021-07-09 23:32:12,092 - mmaction - INFO - Epoch [148][3100/3757] lr: 1.000e-04, eta: 2:26:26, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9261, top1_acc: 0.7141, top5_acc: 0.8664, loss_cls: 1.2084, loss: 2.1345, grad_norm: 11.6767 2021-07-09 23:32:35,464 - mmaction - INFO - Epoch [148][3120/3757] lr: 1.000e-04, eta: 2:26:05, time: 1.169, data_time: 0.003, memory: 6921, loss_aux: 0.8633, top1_acc: 0.7180, top5_acc: 0.8781, loss_cls: 1.1526, loss: 2.0159, grad_norm: 11.0826 2021-07-09 23:32:57,596 - mmaction - INFO - Epoch [148][3140/3757] lr: 1.000e-04, eta: 2:25:43, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 0.9407, top1_acc: 0.7109, top5_acc: 0.8711, loss_cls: 1.2234, loss: 2.1642, grad_norm: 11.6186 2021-07-09 23:33:18,975 - mmaction - INFO - Epoch [148][3160/3757] lr: 1.000e-04, eta: 2:25:22, time: 1.068, data_time: 0.001, memory: 6921, loss_aux: 0.9829, top1_acc: 0.7031, top5_acc: 0.8531, loss_cls: 1.3109, loss: 2.2938, grad_norm: 11.7782 2021-07-09 23:33:41,946 - mmaction - INFO - Epoch [148][3180/3757] lr: 1.000e-04, eta: 2:25:00, time: 1.150, data_time: 0.003, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.2793, loss: 2.2388, grad_norm: 12.0744 2021-07-09 23:34:03,663 - mmaction - INFO - Epoch [148][3200/3757] lr: 1.000e-04, eta: 2:24:39, time: 1.084, data_time: 0.004, memory: 6921, loss_aux: 0.9833, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.3225, loss: 2.3058, grad_norm: 12.2790 2021-07-09 23:34:25,932 - mmaction - INFO - Epoch [148][3220/3757] lr: 1.000e-04, eta: 2:24:17, time: 1.114, data_time: 0.006, memory: 6921, loss_aux: 0.9356, top1_acc: 0.7031, top5_acc: 0.8539, loss_cls: 1.2910, loss: 2.2266, grad_norm: 11.5770 2021-07-09 23:34:48,654 - mmaction - INFO - Epoch [148][3240/3757] lr: 1.000e-04, eta: 2:23:56, time: 1.136, data_time: 0.002, memory: 6921, loss_aux: 0.8940, top1_acc: 0.7195, top5_acc: 0.8797, loss_cls: 1.1781, loss: 2.0721, grad_norm: 11.5911 2021-07-09 23:35:10,065 - mmaction - INFO - Epoch [148][3260/3757] lr: 1.000e-04, eta: 2:23:34, time: 1.071, data_time: 0.004, memory: 6921, loss_aux: 0.9805, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.3158, loss: 2.2964, grad_norm: 12.0167 2021-07-09 23:35:31,764 - mmaction - INFO - Epoch [148][3280/3757] lr: 1.000e-04, eta: 2:23:13, time: 1.084, data_time: 0.003, memory: 6921, loss_aux: 0.9604, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2967, loss: 2.2571, grad_norm: 12.0995 2021-07-09 23:35:55,022 - mmaction - INFO - Epoch [148][3300/3757] lr: 1.000e-04, eta: 2:22:51, time: 1.162, data_time: 0.002, memory: 6921, loss_aux: 0.9605, top1_acc: 0.6789, top5_acc: 0.8562, loss_cls: 1.3314, loss: 2.2919, grad_norm: 12.0032 2021-07-09 23:36:16,361 - mmaction - INFO - Epoch [148][3320/3757] lr: 1.000e-04, eta: 2:22:30, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9468, top1_acc: 0.7219, top5_acc: 0.8703, loss_cls: 1.2085, loss: 2.1553, grad_norm: 11.7291 2021-07-09 23:36:38,491 - mmaction - INFO - Epoch [148][3340/3757] lr: 1.000e-04, eta: 2:22:08, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 0.9721, top1_acc: 0.6898, top5_acc: 0.8531, loss_cls: 1.2865, loss: 2.2585, grad_norm: 11.7519 2021-07-09 23:36:59,646 - mmaction - INFO - Epoch [148][3360/3757] lr: 1.000e-04, eta: 2:21:47, time: 1.057, data_time: 0.003, memory: 6921, loss_aux: 0.9559, top1_acc: 0.7039, top5_acc: 0.8578, loss_cls: 1.2490, loss: 2.2049, grad_norm: 11.3958 2021-07-09 23:37:21,748 - mmaction - INFO - Epoch [148][3380/3757] lr: 1.000e-04, eta: 2:21:25, time: 1.106, data_time: 0.003, memory: 6921, loss_aux: 0.9284, top1_acc: 0.7156, top5_acc: 0.8773, loss_cls: 1.1711, loss: 2.0995, grad_norm: 11.6537 2021-07-09 23:37:43,687 - mmaction - INFO - Epoch [148][3400/3757] lr: 1.000e-04, eta: 2:21:04, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 0.9167, top1_acc: 0.7086, top5_acc: 0.8766, loss_cls: 1.2058, loss: 2.1225, grad_norm: 11.7229 2021-07-09 23:38:05,983 - mmaction - INFO - Epoch [148][3420/3757] lr: 1.000e-04, eta: 2:20:42, time: 1.116, data_time: 0.004, memory: 6921, loss_aux: 0.9111, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2386, loss: 2.1497, grad_norm: 11.8358 2021-07-09 23:38:29,017 - mmaction - INFO - Epoch [148][3440/3757] lr: 1.000e-04, eta: 2:20:21, time: 1.154, data_time: 0.006, memory: 6921, loss_aux: 0.9460, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2340, loss: 2.1799, grad_norm: 11.4399 2021-07-09 23:38:51,141 - mmaction - INFO - Epoch [148][3460/3757] lr: 1.000e-04, eta: 2:19:59, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 0.9047, top1_acc: 0.7023, top5_acc: 0.8648, loss_cls: 1.1949, loss: 2.0996, grad_norm: 11.3557 2021-07-09 23:39:12,898 - mmaction - INFO - Epoch [148][3480/3757] lr: 1.000e-04, eta: 2:19:38, time: 1.087, data_time: 0.002, memory: 6921, loss_aux: 0.9869, top1_acc: 0.6883, top5_acc: 0.8547, loss_cls: 1.3215, loss: 2.3083, grad_norm: 12.1408 2021-07-09 23:39:35,716 - mmaction - INFO - Epoch [148][3500/3757] lr: 1.000e-04, eta: 2:19:16, time: 1.142, data_time: 0.003, memory: 6921, loss_aux: 0.9443, top1_acc: 0.6813, top5_acc: 0.8523, loss_cls: 1.3288, loss: 2.2731, grad_norm: 11.8750 2021-07-09 23:39:58,452 - mmaction - INFO - Epoch [148][3520/3757] lr: 1.000e-04, eta: 2:18:55, time: 1.136, data_time: 0.003, memory: 6921, loss_aux: 0.9205, top1_acc: 0.7102, top5_acc: 0.8695, loss_cls: 1.2331, loss: 2.1536, grad_norm: 11.3098 2021-07-09 23:40:19,817 - mmaction - INFO - Epoch [148][3540/3757] lr: 1.000e-04, eta: 2:18:33, time: 1.068, data_time: 0.004, memory: 6921, loss_aux: 0.9232, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.2701, loss: 2.1933, grad_norm: 11.8199 2021-07-09 23:40:41,805 - mmaction - INFO - Epoch [148][3560/3757] lr: 1.000e-04, eta: 2:18:12, time: 1.101, data_time: 0.013, memory: 6921, loss_aux: 0.9236, top1_acc: 0.7008, top5_acc: 0.8672, loss_cls: 1.2413, loss: 2.1649, grad_norm: 11.6628 2021-07-09 23:41:04,404 - mmaction - INFO - Epoch [148][3580/3757] lr: 1.000e-04, eta: 2:17:50, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 0.9271, top1_acc: 0.7023, top5_acc: 0.8781, loss_cls: 1.1801, loss: 2.1072, grad_norm: 11.4669 2021-07-09 23:41:26,596 - mmaction - INFO - Epoch [148][3600/3757] lr: 1.000e-04, eta: 2:17:29, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 0.9420, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.2596, loss: 2.2017, grad_norm: 11.3240 2021-07-09 23:41:49,239 - mmaction - INFO - Epoch [148][3620/3757] lr: 1.000e-04, eta: 2:17:07, time: 1.133, data_time: 0.005, memory: 6921, loss_aux: 0.9811, top1_acc: 0.6742, top5_acc: 0.8562, loss_cls: 1.3377, loss: 2.3188, grad_norm: 12.3619 2021-07-09 23:42:11,219 - mmaction - INFO - Epoch [148][3640/3757] lr: 1.000e-04, eta: 2:16:46, time: 1.097, data_time: 0.001, memory: 6921, loss_aux: 0.9508, top1_acc: 0.7180, top5_acc: 0.8656, loss_cls: 1.2602, loss: 2.2110, grad_norm: 11.7088 2021-07-09 23:42:33,872 - mmaction - INFO - Epoch [148][3660/3757] lr: 1.000e-04, eta: 2:16:24, time: 1.133, data_time: 0.004, memory: 6921, loss_aux: 0.9281, top1_acc: 0.7023, top5_acc: 0.8680, loss_cls: 1.2602, loss: 2.1883, grad_norm: 11.5639 2021-07-09 23:42:55,802 - mmaction - INFO - Epoch [148][3680/3757] lr: 1.000e-04, eta: 2:16:03, time: 1.097, data_time: 0.002, memory: 6921, loss_aux: 0.9892, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.2991, loss: 2.2882, grad_norm: 11.6917 2021-07-09 23:43:17,550 - mmaction - INFO - Epoch [148][3700/3757] lr: 1.000e-04, eta: 2:15:41, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9635, top1_acc: 0.6867, top5_acc: 0.8688, loss_cls: 1.2778, loss: 2.2413, grad_norm: 11.6431 2021-07-09 23:43:40,829 - mmaction - INFO - Epoch [148][3720/3757] lr: 1.000e-04, eta: 2:15:20, time: 1.164, data_time: 0.002, memory: 6921, loss_aux: 0.9336, top1_acc: 0.6859, top5_acc: 0.8648, loss_cls: 1.2718, loss: 2.2054, grad_norm: 11.5919 2021-07-09 23:44:02,260 - mmaction - INFO - Epoch [148][3740/3757] lr: 1.000e-04, eta: 2:14:58, time: 1.072, data_time: 0.002, memory: 6921, loss_aux: 0.9611, top1_acc: 0.6891, top5_acc: 0.8680, loss_cls: 1.2816, loss: 2.2427, grad_norm: 11.8263 2021-07-09 23:44:21,028 - mmaction - INFO - Saving checkpoint at 148 epochs 2021-07-09 23:45:25,499 - mmaction - INFO - Epoch [149][20/3757] lr: 1.000e-04, eta: 2:14:19, time: 3.148, data_time: 1.957, memory: 6921, loss_aux: 0.9531, top1_acc: 0.7016, top5_acc: 0.8617, loss_cls: 1.3014, loss: 2.2545, grad_norm: 11.5698 2021-07-09 23:45:47,773 - mmaction - INFO - Epoch [149][40/3757] lr: 1.000e-04, eta: 2:13:57, time: 1.115, data_time: 0.005, memory: 6921, loss_aux: 0.9171, top1_acc: 0.7031, top5_acc: 0.8688, loss_cls: 1.2357, loss: 2.1528, grad_norm: 11.5993 2021-07-09 23:46:11,323 - mmaction - INFO - Epoch [149][60/3757] lr: 1.000e-04, eta: 2:13:36, time: 1.176, data_time: 0.094, memory: 6921, loss_aux: 0.9390, top1_acc: 0.7016, top5_acc: 0.8734, loss_cls: 1.2447, loss: 2.1837, grad_norm: 11.6918 2021-07-09 23:46:34,027 - mmaction - INFO - Epoch [149][80/3757] lr: 1.000e-04, eta: 2:13:14, time: 1.136, data_time: 0.093, memory: 6921, loss_aux: 0.9505, top1_acc: 0.7141, top5_acc: 0.8719, loss_cls: 1.2174, loss: 2.1679, grad_norm: 11.5135 2021-07-09 23:46:56,500 - mmaction - INFO - Epoch [149][100/3757] lr: 1.000e-04, eta: 2:12:53, time: 1.124, data_time: 0.077, memory: 6921, loss_aux: 0.9186, top1_acc: 0.7172, top5_acc: 0.8844, loss_cls: 1.1807, loss: 2.0993, grad_norm: 11.4621 2021-07-09 23:47:18,268 - mmaction - INFO - Epoch [149][120/3757] lr: 1.000e-04, eta: 2:12:31, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9410, top1_acc: 0.6977, top5_acc: 0.8602, loss_cls: 1.2619, loss: 2.2029, grad_norm: 11.4655 2021-07-09 23:47:41,618 - mmaction - INFO - Epoch [149][140/3757] lr: 1.000e-04, eta: 2:12:10, time: 1.168, data_time: 0.035, memory: 6921, loss_aux: 0.9302, top1_acc: 0.7016, top5_acc: 0.8648, loss_cls: 1.2412, loss: 2.1714, grad_norm: 11.1251 2021-07-09 23:48:04,126 - mmaction - INFO - Epoch [149][160/3757] lr: 1.000e-04, eta: 2:11:48, time: 1.124, data_time: 0.052, memory: 6921, loss_aux: 0.9446, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2174, loss: 2.1619, grad_norm: 11.4214 2021-07-09 23:48:27,527 - mmaction - INFO - Epoch [149][180/3757] lr: 1.000e-04, eta: 2:11:27, time: 1.170, data_time: 0.003, memory: 6921, loss_aux: 0.9414, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2164, loss: 2.1578, grad_norm: 11.3957 2021-07-09 23:48:49,739 - mmaction - INFO - Epoch [149][200/3757] lr: 1.000e-04, eta: 2:11:05, time: 1.110, data_time: 0.007, memory: 6921, loss_aux: 0.9552, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.2751, loss: 2.2303, grad_norm: 11.8423 2021-07-09 23:49:12,668 - mmaction - INFO - Epoch [149][220/3757] lr: 1.000e-04, eta: 2:10:44, time: 1.148, data_time: 0.004, memory: 6921, loss_aux: 0.9304, top1_acc: 0.7055, top5_acc: 0.8727, loss_cls: 1.2121, loss: 2.1425, grad_norm: 11.5699 2021-07-09 23:49:34,347 - mmaction - INFO - Epoch [149][240/3757] lr: 1.000e-04, eta: 2:10:22, time: 1.083, data_time: 0.002, memory: 6921, loss_aux: 0.9599, top1_acc: 0.7008, top5_acc: 0.8617, loss_cls: 1.2756, loss: 2.2355, grad_norm: 11.5288 2021-07-09 23:49:57,083 - mmaction - INFO - Epoch [149][260/3757] lr: 1.000e-04, eta: 2:10:01, time: 1.137, data_time: 0.031, memory: 6921, loss_aux: 0.9123, top1_acc: 0.7133, top5_acc: 0.8797, loss_cls: 1.1706, loss: 2.0829, grad_norm: 11.1246 2021-07-09 23:50:20,146 - mmaction - INFO - Epoch [149][280/3757] lr: 1.000e-04, eta: 2:09:39, time: 1.154, data_time: 0.004, memory: 6921, loss_aux: 0.9309, top1_acc: 0.6984, top5_acc: 0.8664, loss_cls: 1.2360, loss: 2.1669, grad_norm: 11.3267 2021-07-09 23:50:42,826 - mmaction - INFO - Epoch [149][300/3757] lr: 1.000e-04, eta: 2:09:18, time: 1.133, data_time: 0.004, memory: 6921, loss_aux: 0.9718, top1_acc: 0.6930, top5_acc: 0.8594, loss_cls: 1.3174, loss: 2.2892, grad_norm: 11.8608 2021-07-09 23:51:04,621 - mmaction - INFO - Epoch [149][320/3757] lr: 1.000e-04, eta: 2:08:56, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9536, top1_acc: 0.7086, top5_acc: 0.8656, loss_cls: 1.2445, loss: 2.1980, grad_norm: 11.3267 2021-07-09 23:51:27,096 - mmaction - INFO - Epoch [149][340/3757] lr: 1.000e-04, eta: 2:08:35, time: 1.125, data_time: 0.003, memory: 6921, loss_aux: 0.9532, top1_acc: 0.7023, top5_acc: 0.8547, loss_cls: 1.2517, loss: 2.2049, grad_norm: 11.5959 2021-07-09 23:51:50,997 - mmaction - INFO - Epoch [149][360/3757] lr: 1.000e-04, eta: 2:08:13, time: 1.195, data_time: 0.003, memory: 6921, loss_aux: 0.9194, top1_acc: 0.6906, top5_acc: 0.8812, loss_cls: 1.2472, loss: 2.1666, grad_norm: 11.5444 2021-07-09 23:52:13,755 - mmaction - INFO - Epoch [149][380/3757] lr: 1.000e-04, eta: 2:07:52, time: 1.138, data_time: 0.004, memory: 6921, loss_aux: 0.9887, top1_acc: 0.7008, top5_acc: 0.8594, loss_cls: 1.2842, loss: 2.2729, grad_norm: 11.4276 2021-07-09 23:52:35,133 - mmaction - INFO - Epoch [149][400/3757] lr: 1.000e-04, eta: 2:07:30, time: 1.067, data_time: 0.003, memory: 6921, loss_aux: 0.9401, top1_acc: 0.6906, top5_acc: 0.8547, loss_cls: 1.2740, loss: 2.2142, grad_norm: 11.9470 2021-07-09 23:52:57,168 - mmaction - INFO - Epoch [149][420/3757] lr: 1.000e-04, eta: 2:07:09, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 0.9539, top1_acc: 0.6914, top5_acc: 0.8570, loss_cls: 1.2936, loss: 2.2475, grad_norm: 11.7138 2021-07-09 23:53:20,723 - mmaction - INFO - Epoch [149][440/3757] lr: 1.000e-04, eta: 2:06:47, time: 1.180, data_time: 0.004, memory: 6921, loss_aux: 0.9305, top1_acc: 0.6969, top5_acc: 0.8625, loss_cls: 1.2840, loss: 2.2145, grad_norm: 11.8571 2021-07-09 23:53:43,592 - mmaction - INFO - Epoch [149][460/3757] lr: 1.000e-04, eta: 2:06:26, time: 1.145, data_time: 0.002, memory: 6921, loss_aux: 0.9231, top1_acc: 0.7180, top5_acc: 0.8688, loss_cls: 1.2342, loss: 2.1573, grad_norm: 11.5454 2021-07-09 23:54:05,212 - mmaction - INFO - Epoch [149][480/3757] lr: 1.000e-04, eta: 2:06:04, time: 1.081, data_time: 0.003, memory: 6921, loss_aux: 0.9468, top1_acc: 0.6961, top5_acc: 0.8578, loss_cls: 1.2790, loss: 2.2259, grad_norm: 11.8745 2021-07-09 23:54:28,418 - mmaction - INFO - Epoch [149][500/3757] lr: 1.000e-04, eta: 2:05:43, time: 1.159, data_time: 0.003, memory: 6921, loss_aux: 0.9770, top1_acc: 0.6805, top5_acc: 0.8555, loss_cls: 1.2883, loss: 2.2652, grad_norm: 11.8426 2021-07-09 23:54:51,098 - mmaction - INFO - Epoch [149][520/3757] lr: 1.000e-04, eta: 2:05:21, time: 1.134, data_time: 0.003, memory: 6921, loss_aux: 0.9578, top1_acc: 0.6805, top5_acc: 0.8492, loss_cls: 1.3184, loss: 2.2762, grad_norm: 11.6603 2021-07-09 23:55:13,641 - mmaction - INFO - Epoch [149][540/3757] lr: 1.000e-04, eta: 2:05:00, time: 1.127, data_time: 0.003, memory: 6921, loss_aux: 0.9240, top1_acc: 0.7172, top5_acc: 0.8664, loss_cls: 1.2375, loss: 2.1615, grad_norm: 11.5239 2021-07-09 23:55:36,256 - mmaction - INFO - Epoch [149][560/3757] lr: 1.000e-04, eta: 2:04:38, time: 1.132, data_time: 0.075, memory: 6921, loss_aux: 0.9567, top1_acc: 0.6891, top5_acc: 0.8547, loss_cls: 1.3078, loss: 2.2644, grad_norm: 12.0516 2021-07-09 23:55:57,913 - mmaction - INFO - Epoch [149][580/3757] lr: 1.000e-04, eta: 2:04:17, time: 1.081, data_time: 0.002, memory: 6921, loss_aux: 0.9040, top1_acc: 0.7203, top5_acc: 0.8664, loss_cls: 1.1956, loss: 2.0995, grad_norm: 11.2854 2021-07-09 23:56:20,962 - mmaction - INFO - Epoch [149][600/3757] lr: 1.000e-04, eta: 2:03:55, time: 1.153, data_time: 0.006, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3106, loss: 2.2688, grad_norm: 11.9128 2021-07-09 23:56:43,227 - mmaction - INFO - Epoch [149][620/3757] lr: 1.000e-04, eta: 2:03:34, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 0.9214, top1_acc: 0.7094, top5_acc: 0.8750, loss_cls: 1.1837, loss: 2.1051, grad_norm: 11.5209 2021-07-09 23:57:05,601 - mmaction - INFO - Epoch [149][640/3757] lr: 1.000e-04, eta: 2:03:12, time: 1.121, data_time: 0.004, memory: 6921, loss_aux: 0.9376, top1_acc: 0.7094, top5_acc: 0.8664, loss_cls: 1.2380, loss: 2.1756, grad_norm: 11.2518 2021-07-09 23:57:28,104 - mmaction - INFO - Epoch [149][660/3757] lr: 1.000e-04, eta: 2:02:51, time: 1.123, data_time: 0.002, memory: 6921, loss_aux: 0.9142, top1_acc: 0.7055, top5_acc: 0.8648, loss_cls: 1.2364, loss: 2.1505, grad_norm: 11.2852 2021-07-09 23:57:50,627 - mmaction - INFO - Epoch [149][680/3757] lr: 1.000e-04, eta: 2:02:29, time: 1.126, data_time: 0.004, memory: 6921, loss_aux: 0.9146, top1_acc: 0.7094, top5_acc: 0.8672, loss_cls: 1.2370, loss: 2.1515, grad_norm: 11.4438 2021-07-09 23:58:14,013 - mmaction - INFO - Epoch [149][700/3757] lr: 1.000e-04, eta: 2:02:08, time: 1.170, data_time: 0.004, memory: 6921, loss_aux: 0.9603, top1_acc: 0.6906, top5_acc: 0.8648, loss_cls: 1.2781, loss: 2.2384, grad_norm: 11.6729 2021-07-09 23:58:35,874 - mmaction - INFO - Epoch [149][720/3757] lr: 1.000e-04, eta: 2:01:46, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9633, top1_acc: 0.6937, top5_acc: 0.8641, loss_cls: 1.2674, loss: 2.2307, grad_norm: 11.5291 2021-07-09 23:58:57,648 - mmaction - INFO - Epoch [149][740/3757] lr: 1.000e-04, eta: 2:01:25, time: 1.087, data_time: 0.008, memory: 6921, loss_aux: 0.9452, top1_acc: 0.6922, top5_acc: 0.8727, loss_cls: 1.2671, loss: 2.2122, grad_norm: 11.7214 2021-07-09 23:59:20,869 - mmaction - INFO - Epoch [149][760/3757] lr: 1.000e-04, eta: 2:01:03, time: 1.162, data_time: 0.032, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2943, loss: 2.2637, grad_norm: 11.6878 2021-07-09 23:59:43,832 - mmaction - INFO - Epoch [149][780/3757] lr: 1.000e-04, eta: 2:00:42, time: 1.149, data_time: 0.003, memory: 6921, loss_aux: 0.9099, top1_acc: 0.7156, top5_acc: 0.8727, loss_cls: 1.2043, loss: 2.1142, grad_norm: 11.7691 2021-07-10 00:00:06,066 - mmaction - INFO - Epoch [149][800/3757] lr: 1.000e-04, eta: 2:00:20, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 0.9426, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2679, loss: 2.2105, grad_norm: 11.6069 2021-07-10 00:00:29,048 - mmaction - INFO - Epoch [149][820/3757] lr: 1.000e-04, eta: 1:59:59, time: 1.150, data_time: 0.004, memory: 6921, loss_aux: 0.9436, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2400, loss: 2.1836, grad_norm: 11.4593 2021-07-10 00:00:51,137 - mmaction - INFO - Epoch [149][840/3757] lr: 1.000e-04, eta: 1:59:37, time: 1.103, data_time: 0.003, memory: 6921, loss_aux: 0.9450, top1_acc: 0.6945, top5_acc: 0.8750, loss_cls: 1.2368, loss: 2.1818, grad_norm: 11.6831 2021-07-10 00:01:13,184 - mmaction - INFO - Epoch [149][860/3757] lr: 1.000e-04, eta: 1:59:16, time: 1.103, data_time: 0.005, memory: 6921, loss_aux: 0.9522, top1_acc: 0.7164, top5_acc: 0.8648, loss_cls: 1.2799, loss: 2.2321, grad_norm: 11.6233 2021-07-10 00:01:35,302 - mmaction - INFO - Epoch [149][880/3757] lr: 1.000e-04, eta: 1:58:54, time: 1.107, data_time: 0.014, memory: 6921, loss_aux: 0.9777, top1_acc: 0.6867, top5_acc: 0.8484, loss_cls: 1.3407, loss: 2.3184, grad_norm: 11.8678 2021-07-10 00:01:58,109 - mmaction - INFO - Epoch [149][900/3757] lr: 1.000e-04, eta: 1:58:33, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 0.9285, top1_acc: 0.7156, top5_acc: 0.8789, loss_cls: 1.1963, loss: 2.1248, grad_norm: 11.2913 2021-07-10 00:02:21,477 - mmaction - INFO - Epoch [149][920/3757] lr: 1.000e-04, eta: 1:58:12, time: 1.167, data_time: 0.003, memory: 6921, loss_aux: 0.9384, top1_acc: 0.7070, top5_acc: 0.8766, loss_cls: 1.2424, loss: 2.1807, grad_norm: 11.5981 2021-07-10 00:02:44,262 - mmaction - INFO - Epoch [149][940/3757] lr: 1.000e-04, eta: 1:57:50, time: 1.140, data_time: 0.005, memory: 6921, loss_aux: 0.8842, top1_acc: 0.7000, top5_acc: 0.8773, loss_cls: 1.2103, loss: 2.0945, grad_norm: 11.5739 2021-07-10 00:03:06,551 - mmaction - INFO - Epoch [149][960/3757] lr: 1.000e-04, eta: 1:57:29, time: 1.114, data_time: 0.005, memory: 6921, loss_aux: 0.9613, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2708, loss: 2.2321, grad_norm: 11.6849 2021-07-10 00:03:27,776 - mmaction - INFO - Epoch [149][980/3757] lr: 1.000e-04, eta: 1:57:07, time: 1.061, data_time: 0.003, memory: 6921, loss_aux: 0.9488, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.2806, loss: 2.2294, grad_norm: 11.7180 2021-07-10 00:03:50,739 - mmaction - INFO - Epoch [149][1000/3757] lr: 1.000e-04, eta: 1:56:45, time: 1.149, data_time: 0.004, memory: 6921, loss_aux: 0.8653, top1_acc: 0.7203, top5_acc: 0.8734, loss_cls: 1.2010, loss: 2.0664, grad_norm: 11.2861 2021-07-10 00:04:13,633 - mmaction - INFO - Epoch [149][1020/3757] lr: 1.000e-04, eta: 1:56:24, time: 1.143, data_time: 0.054, memory: 6921, loss_aux: 0.9220, top1_acc: 0.7031, top5_acc: 0.8766, loss_cls: 1.2342, loss: 2.1561, grad_norm: 11.6330 2021-07-10 00:04:35,485 - mmaction - INFO - Epoch [149][1040/3757] lr: 1.000e-04, eta: 1:56:02, time: 1.094, data_time: 0.004, memory: 6921, loss_aux: 0.9481, top1_acc: 0.7047, top5_acc: 0.8625, loss_cls: 1.2324, loss: 2.1805, grad_norm: 11.7482 2021-07-10 00:04:58,388 - mmaction - INFO - Epoch [149][1060/3757] lr: 1.000e-04, eta: 1:55:41, time: 1.146, data_time: 0.006, memory: 6921, loss_aux: 0.9416, top1_acc: 0.6930, top5_acc: 0.8750, loss_cls: 1.2952, loss: 2.2368, grad_norm: 12.1211 2021-07-10 00:05:21,218 - mmaction - INFO - Epoch [149][1080/3757] lr: 1.000e-04, eta: 1:55:20, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 0.9602, top1_acc: 0.7016, top5_acc: 0.8711, loss_cls: 1.2630, loss: 2.2232, grad_norm: 11.8123 2021-07-10 00:05:43,921 - mmaction - INFO - Epoch [149][1100/3757] lr: 1.000e-04, eta: 1:54:58, time: 1.135, data_time: 0.004, memory: 6921, loss_aux: 0.9327, top1_acc: 0.6961, top5_acc: 0.8734, loss_cls: 1.2136, loss: 2.1463, grad_norm: 11.5551 2021-07-10 00:06:05,731 - mmaction - INFO - Epoch [149][1120/3757] lr: 1.000e-04, eta: 1:54:37, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 0.9501, top1_acc: 0.6945, top5_acc: 0.8539, loss_cls: 1.3061, loss: 2.2562, grad_norm: 11.7892 2021-07-10 00:06:27,325 - mmaction - INFO - Epoch [149][1140/3757] lr: 1.000e-04, eta: 1:54:15, time: 1.080, data_time: 0.003, memory: 6921, loss_aux: 0.9384, top1_acc: 0.6867, top5_acc: 0.8594, loss_cls: 1.2868, loss: 2.2252, grad_norm: 11.8288 2021-07-10 00:06:50,093 - mmaction - INFO - Epoch [149][1160/3757] lr: 1.000e-04, eta: 1:53:53, time: 1.139, data_time: 0.003, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6930, top5_acc: 0.8516, loss_cls: 1.3052, loss: 2.2678, grad_norm: 11.7624 2021-07-10 00:07:12,674 - mmaction - INFO - Epoch [149][1180/3757] lr: 1.000e-04, eta: 1:53:32, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 0.9315, top1_acc: 0.7039, top5_acc: 0.8734, loss_cls: 1.2465, loss: 2.1779, grad_norm: 11.4863 2021-07-10 00:07:34,777 - mmaction - INFO - Epoch [149][1200/3757] lr: 1.000e-04, eta: 1:53:10, time: 1.106, data_time: 0.041, memory: 6921, loss_aux: 0.9415, top1_acc: 0.6977, top5_acc: 0.8578, loss_cls: 1.2762, loss: 2.2176, grad_norm: 11.7484 2021-07-10 00:07:57,871 - mmaction - INFO - Epoch [149][1220/3757] lr: 1.000e-04, eta: 1:52:49, time: 1.153, data_time: 0.008, memory: 6921, loss_aux: 0.9051, top1_acc: 0.7023, top5_acc: 0.8641, loss_cls: 1.1909, loss: 2.0960, grad_norm: 11.5688 2021-07-10 00:08:20,299 - mmaction - INFO - Epoch [149][1240/3757] lr: 1.000e-04, eta: 1:52:27, time: 1.123, data_time: 0.060, memory: 6921, loss_aux: 0.9347, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2109, loss: 2.1456, grad_norm: 11.4098 2021-07-10 00:08:42,443 - mmaction - INFO - Epoch [149][1260/3757] lr: 1.000e-04, eta: 1:52:06, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 0.9524, top1_acc: 0.6781, top5_acc: 0.8547, loss_cls: 1.3479, loss: 2.3002, grad_norm: 11.9121 2021-07-10 00:09:05,389 - mmaction - INFO - Epoch [149][1280/3757] lr: 1.000e-04, eta: 1:51:45, time: 1.149, data_time: 0.003, memory: 6921, loss_aux: 0.9242, top1_acc: 0.7047, top5_acc: 0.8750, loss_cls: 1.2231, loss: 2.1472, grad_norm: 11.5753 2021-07-10 00:09:28,080 - mmaction - INFO - Epoch [149][1300/3757] lr: 1.000e-04, eta: 1:51:23, time: 1.134, data_time: 0.001, memory: 6921, loss_aux: 0.9112, top1_acc: 0.7031, top5_acc: 0.8773, loss_cls: 1.1899, loss: 2.1011, grad_norm: 11.4119 2021-07-10 00:09:50,743 - mmaction - INFO - Epoch [149][1320/3757] lr: 1.000e-04, eta: 1:51:02, time: 1.133, data_time: 0.003, memory: 6921, loss_aux: 0.9483, top1_acc: 0.6937, top5_acc: 0.8734, loss_cls: 1.2527, loss: 2.2010, grad_norm: 11.6039 2021-07-10 00:10:12,149 - mmaction - INFO - Epoch [149][1340/3757] lr: 1.000e-04, eta: 1:50:40, time: 1.069, data_time: 0.002, memory: 6921, loss_aux: 0.9344, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2559, loss: 2.1903, grad_norm: 11.7073 2021-07-10 00:10:34,408 - mmaction - INFO - Epoch [149][1360/3757] lr: 1.000e-04, eta: 1:50:18, time: 1.114, data_time: 0.026, memory: 6921, loss_aux: 0.9394, top1_acc: 0.7063, top5_acc: 0.8656, loss_cls: 1.2350, loss: 2.1744, grad_norm: 11.4303 2021-07-10 00:10:57,570 - mmaction - INFO - Epoch [149][1380/3757] lr: 1.000e-04, eta: 1:49:57, time: 1.158, data_time: 0.049, memory: 6921, loss_aux: 0.9124, top1_acc: 0.7117, top5_acc: 0.8703, loss_cls: 1.2111, loss: 2.1235, grad_norm: 11.6080 2021-07-10 00:11:20,781 - mmaction - INFO - Epoch [149][1400/3757] lr: 1.000e-04, eta: 1:49:36, time: 1.160, data_time: 0.102, memory: 6921, loss_aux: 0.9264, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2715, loss: 2.1980, grad_norm: 11.9510 2021-07-10 00:11:42,584 - mmaction - INFO - Epoch [149][1420/3757] lr: 1.000e-04, eta: 1:49:14, time: 1.090, data_time: 0.003, memory: 6921, loss_aux: 0.9577, top1_acc: 0.6852, top5_acc: 0.8656, loss_cls: 1.2663, loss: 2.2240, grad_norm: 11.6604 2021-07-10 00:12:05,005 - mmaction - INFO - Epoch [149][1440/3757] lr: 1.000e-04, eta: 1:48:52, time: 1.121, data_time: 0.059, memory: 6921, loss_aux: 0.9873, top1_acc: 0.6836, top5_acc: 0.8484, loss_cls: 1.3548, loss: 2.3422, grad_norm: 11.9579 2021-07-10 00:12:27,833 - mmaction - INFO - Epoch [149][1460/3757] lr: 1.000e-04, eta: 1:48:31, time: 1.141, data_time: 0.030, memory: 6921, loss_aux: 0.9037, top1_acc: 0.7125, top5_acc: 0.8852, loss_cls: 1.2116, loss: 2.1153, grad_norm: 11.1627 2021-07-10 00:12:49,603 - mmaction - INFO - Epoch [149][1480/3757] lr: 1.000e-04, eta: 1:48:09, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9392, top1_acc: 0.7125, top5_acc: 0.8719, loss_cls: 1.2197, loss: 2.1589, grad_norm: 11.4163 2021-07-10 00:13:11,710 - mmaction - INFO - Epoch [149][1500/3757] lr: 1.000e-04, eta: 1:47:48, time: 1.105, data_time: 0.023, memory: 6921, loss_aux: 0.9562, top1_acc: 0.6766, top5_acc: 0.8602, loss_cls: 1.3027, loss: 2.2589, grad_norm: 11.9059 2021-07-10 00:13:34,526 - mmaction - INFO - Epoch [149][1520/3757] lr: 1.000e-04, eta: 1:47:26, time: 1.140, data_time: 0.014, memory: 6921, loss_aux: 0.9534, top1_acc: 0.6914, top5_acc: 0.8656, loss_cls: 1.2721, loss: 2.2255, grad_norm: 11.6723 2021-07-10 00:13:57,885 - mmaction - INFO - Epoch [149][1540/3757] lr: 1.000e-04, eta: 1:47:05, time: 1.170, data_time: 0.005, memory: 6921, loss_aux: 0.9493, top1_acc: 0.7055, top5_acc: 0.8617, loss_cls: 1.2696, loss: 2.2189, grad_norm: 11.5296 2021-07-10 00:14:19,742 - mmaction - INFO - Epoch [149][1560/3757] lr: 1.000e-04, eta: 1:46:43, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.9474, top1_acc: 0.6969, top5_acc: 0.8555, loss_cls: 1.2465, loss: 2.1939, grad_norm: 11.3495 2021-07-10 00:14:41,948 - mmaction - INFO - Epoch [149][1580/3757] lr: 1.000e-04, eta: 1:46:22, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 0.9274, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2682, loss: 2.1955, grad_norm: 11.6771 2021-07-10 00:15:03,919 - mmaction - INFO - Epoch [149][1600/3757] lr: 1.000e-04, eta: 1:46:00, time: 1.098, data_time: 0.002, memory: 6921, loss_aux: 0.9373, top1_acc: 0.7281, top5_acc: 0.8859, loss_cls: 1.1848, loss: 2.1220, grad_norm: 11.4379 2021-07-10 00:15:27,757 - mmaction - INFO - Epoch [149][1620/3757] lr: 1.000e-04, eta: 1:45:39, time: 1.192, data_time: 0.003, memory: 6921, loss_aux: 0.9471, top1_acc: 0.6930, top5_acc: 0.8719, loss_cls: 1.2369, loss: 2.1839, grad_norm: 11.4903 2021-07-10 00:15:49,642 - mmaction - INFO - Epoch [149][1640/3757] lr: 1.000e-04, eta: 1:45:17, time: 1.095, data_time: 0.004, memory: 6921, loss_aux: 0.9690, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2844, loss: 2.2534, grad_norm: 11.7200 2021-07-10 00:16:12,450 - mmaction - INFO - Epoch [149][1660/3757] lr: 1.000e-04, eta: 1:44:56, time: 1.140, data_time: 0.003, memory: 6921, loss_aux: 0.9779, top1_acc: 0.6984, top5_acc: 0.8516, loss_cls: 1.2873, loss: 2.2652, grad_norm: 11.9512 2021-07-10 00:16:34,538 - mmaction - INFO - Epoch [149][1680/3757] lr: 1.000e-04, eta: 1:44:34, time: 1.105, data_time: 0.003, memory: 6921, loss_aux: 0.9076, top1_acc: 0.7125, top5_acc: 0.8680, loss_cls: 1.2275, loss: 2.1351, grad_norm: 11.5231 2021-07-10 00:16:57,459 - mmaction - INFO - Epoch [149][1700/3757] lr: 1.000e-04, eta: 1:44:13, time: 1.147, data_time: 0.003, memory: 6921, loss_aux: 0.9318, top1_acc: 0.7039, top5_acc: 0.8617, loss_cls: 1.2434, loss: 2.1752, grad_norm: 11.5636 2021-07-10 00:17:21,177 - mmaction - INFO - Epoch [149][1720/3757] lr: 1.000e-04, eta: 1:43:51, time: 1.185, data_time: 0.004, memory: 6921, loss_aux: 0.9551, top1_acc: 0.7039, top5_acc: 0.8609, loss_cls: 1.2455, loss: 2.2006, grad_norm: 11.6501 2021-07-10 00:17:42,263 - mmaction - INFO - Epoch [149][1740/3757] lr: 1.000e-04, eta: 1:43:30, time: 1.054, data_time: 0.003, memory: 6921, loss_aux: 0.9333, top1_acc: 0.6945, top5_acc: 0.8688, loss_cls: 1.2348, loss: 2.1682, grad_norm: 11.6631 2021-07-10 00:18:04,461 - mmaction - INFO - Epoch [149][1760/3757] lr: 1.000e-04, eta: 1:43:08, time: 1.109, data_time: 0.049, memory: 6921, loss_aux: 0.9277, top1_acc: 0.6953, top5_acc: 0.8562, loss_cls: 1.2977, loss: 2.2254, grad_norm: 12.0369 2021-07-10 00:18:27,009 - mmaction - INFO - Epoch [149][1780/3757] lr: 1.000e-04, eta: 1:42:47, time: 1.127, data_time: 0.004, memory: 6921, loss_aux: 0.8965, top1_acc: 0.7211, top5_acc: 0.8766, loss_cls: 1.1887, loss: 2.0852, grad_norm: 11.4127 2021-07-10 00:18:49,929 - mmaction - INFO - Epoch [149][1800/3757] lr: 1.000e-04, eta: 1:42:25, time: 1.147, data_time: 0.003, memory: 6921, loss_aux: 0.9464, top1_acc: 0.7008, top5_acc: 0.8641, loss_cls: 1.2539, loss: 2.2003, grad_norm: 11.5364 2021-07-10 00:19:12,809 - mmaction - INFO - Epoch [149][1820/3757] lr: 1.000e-04, eta: 1:42:04, time: 1.143, data_time: 0.002, memory: 6921, loss_aux: 0.9305, top1_acc: 0.6867, top5_acc: 0.8719, loss_cls: 1.2624, loss: 2.1929, grad_norm: 11.8145 2021-07-10 00:19:35,120 - mmaction - INFO - Epoch [149][1840/3757] lr: 1.000e-04, eta: 1:41:42, time: 1.116, data_time: 0.005, memory: 6921, loss_aux: 0.8922, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.2075, loss: 2.0997, grad_norm: 11.8400 2021-07-10 00:19:56,768 - mmaction - INFO - Epoch [149][1860/3757] lr: 1.000e-04, eta: 1:41:21, time: 1.082, data_time: 0.002, memory: 6921, loss_aux: 0.9148, top1_acc: 0.7047, top5_acc: 0.8789, loss_cls: 1.2234, loss: 2.1382, grad_norm: 12.1182 2021-07-10 00:20:19,514 - mmaction - INFO - Epoch [149][1880/3757] lr: 1.000e-04, eta: 1:40:59, time: 1.137, data_time: 0.003, memory: 6921, loss_aux: 1.0302, top1_acc: 0.6734, top5_acc: 0.8422, loss_cls: 1.4225, loss: 2.4527, grad_norm: 12.1236 2021-07-10 00:20:41,919 - mmaction - INFO - Epoch [149][1900/3757] lr: 1.000e-04, eta: 1:40:38, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 0.9456, top1_acc: 0.7070, top5_acc: 0.8656, loss_cls: 1.2334, loss: 2.1790, grad_norm: 11.2802 2021-07-10 00:21:04,418 - mmaction - INFO - Epoch [149][1920/3757] lr: 1.000e-04, eta: 1:40:16, time: 1.124, data_time: 0.003, memory: 6921, loss_aux: 0.9368, top1_acc: 0.6922, top5_acc: 0.8805, loss_cls: 1.2291, loss: 2.1659, grad_norm: 11.6739 2021-07-10 00:21:26,557 - mmaction - INFO - Epoch [149][1940/3757] lr: 1.000e-04, eta: 1:39:55, time: 1.108, data_time: 0.026, memory: 6921, loss_aux: 0.8989, top1_acc: 0.7195, top5_acc: 0.8719, loss_cls: 1.1983, loss: 2.0972, grad_norm: 11.3895 2021-07-10 00:21:48,972 - mmaction - INFO - Epoch [149][1960/3757] lr: 1.000e-04, eta: 1:39:33, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 0.9477, top1_acc: 0.7031, top5_acc: 0.8578, loss_cls: 1.2750, loss: 2.2227, grad_norm: 11.8865 2021-07-10 00:22:12,629 - mmaction - INFO - Epoch [149][1980/3757] lr: 1.000e-04, eta: 1:39:12, time: 1.184, data_time: 0.003, memory: 6921, loss_aux: 0.9342, top1_acc: 0.7094, top5_acc: 0.8672, loss_cls: 1.2167, loss: 2.1510, grad_norm: 11.3070 2021-07-10 00:22:34,550 - mmaction - INFO - Epoch [149][2000/3757] lr: 1.000e-04, eta: 1:38:50, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 0.9790, top1_acc: 0.6875, top5_acc: 0.8500, loss_cls: 1.3565, loss: 2.3354, grad_norm: 11.9447 2021-07-10 00:22:57,350 - mmaction - INFO - Epoch [149][2020/3757] lr: 1.000e-04, eta: 1:38:29, time: 1.140, data_time: 0.004, memory: 6921, loss_aux: 0.9492, top1_acc: 0.7102, top5_acc: 0.8766, loss_cls: 1.2220, loss: 2.1712, grad_norm: 11.8415 2021-07-10 00:23:19,592 - mmaction - INFO - Epoch [149][2040/3757] lr: 1.000e-04, eta: 1:38:07, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 0.9289, top1_acc: 0.7133, top5_acc: 0.8844, loss_cls: 1.1924, loss: 2.1213, grad_norm: 11.4483 2021-07-10 00:23:41,440 - mmaction - INFO - Epoch [149][2060/3757] lr: 1.000e-04, eta: 1:37:46, time: 1.094, data_time: 0.003, memory: 6921, loss_aux: 0.9306, top1_acc: 0.7117, top5_acc: 0.8750, loss_cls: 1.2053, loss: 2.1359, grad_norm: 11.4227 2021-07-10 00:24:03,791 - mmaction - INFO - Epoch [149][2080/3757] lr: 1.000e-04, eta: 1:37:24, time: 1.117, data_time: 0.003, memory: 6921, loss_aux: 0.9227, top1_acc: 0.6914, top5_acc: 0.8828, loss_cls: 1.2310, loss: 2.1537, grad_norm: 11.7334 2021-07-10 00:24:26,049 - mmaction - INFO - Epoch [149][2100/3757] lr: 1.000e-04, eta: 1:37:03, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 0.9414, top1_acc: 0.7016, top5_acc: 0.8742, loss_cls: 1.2142, loss: 2.1556, grad_norm: 11.8749 2021-07-10 00:24:48,452 - mmaction - INFO - Epoch [149][2120/3757] lr: 1.000e-04, eta: 1:36:41, time: 1.120, data_time: 0.004, memory: 6921, loss_aux: 0.9565, top1_acc: 0.6836, top5_acc: 0.8680, loss_cls: 1.3021, loss: 2.2587, grad_norm: 11.9636 2021-07-10 00:25:11,099 - mmaction - INFO - Epoch [149][2140/3757] lr: 1.000e-04, eta: 1:36:20, time: 1.132, data_time: 0.002, memory: 6921, loss_aux: 0.9531, top1_acc: 0.7086, top5_acc: 0.8672, loss_cls: 1.2508, loss: 2.2039, grad_norm: 11.6625 2021-07-10 00:25:32,789 - mmaction - INFO - Epoch [149][2160/3757] lr: 1.000e-04, eta: 1:35:58, time: 1.083, data_time: 0.004, memory: 6921, loss_aux: 0.9822, top1_acc: 0.6859, top5_acc: 0.8594, loss_cls: 1.3315, loss: 2.3137, grad_norm: 12.0650 2021-07-10 00:25:56,712 - mmaction - INFO - Epoch [149][2180/3757] lr: 1.000e-04, eta: 1:35:37, time: 1.197, data_time: 0.005, memory: 6921, loss_aux: 0.9444, top1_acc: 0.6906, top5_acc: 0.8570, loss_cls: 1.3008, loss: 2.2452, grad_norm: 11.5971 2021-07-10 00:26:18,294 - mmaction - INFO - Epoch [149][2200/3757] lr: 1.000e-04, eta: 1:35:15, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9166, top1_acc: 0.7031, top5_acc: 0.8781, loss_cls: 1.1838, loss: 2.1004, grad_norm: 11.1183 2021-07-10 00:26:40,670 - mmaction - INFO - Epoch [149][2220/3757] lr: 1.000e-04, eta: 1:34:54, time: 1.120, data_time: 0.002, memory: 6921, loss_aux: 0.9094, top1_acc: 0.7305, top5_acc: 0.8758, loss_cls: 1.1805, loss: 2.0900, grad_norm: 11.0400 2021-07-10 00:27:03,315 - mmaction - INFO - Epoch [149][2240/3757] lr: 1.000e-04, eta: 1:34:32, time: 1.131, data_time: 0.001, memory: 6921, loss_aux: 0.9313, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3081, loss: 2.2394, grad_norm: 11.5395 2021-07-10 00:27:25,521 - mmaction - INFO - Epoch [149][2260/3757] lr: 1.000e-04, eta: 1:34:11, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 0.9123, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2588, loss: 2.1711, grad_norm: 11.6655 2021-07-10 00:27:47,812 - mmaction - INFO - Epoch [149][2280/3757] lr: 1.000e-04, eta: 1:33:49, time: 1.114, data_time: 0.004, memory: 6921, loss_aux: 0.9440, top1_acc: 0.6937, top5_acc: 0.8633, loss_cls: 1.2649, loss: 2.2088, grad_norm: 11.7150 2021-07-10 00:28:11,778 - mmaction - INFO - Epoch [149][2300/3757] lr: 1.000e-04, eta: 1:33:28, time: 1.197, data_time: 0.003, memory: 6921, loss_aux: 0.9045, top1_acc: 0.6984, top5_acc: 0.8703, loss_cls: 1.2438, loss: 2.1483, grad_norm: 11.5453 2021-07-10 00:28:34,114 - mmaction - INFO - Epoch [149][2320/3757] lr: 1.000e-04, eta: 1:33:06, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 0.8963, top1_acc: 0.7188, top5_acc: 0.8875, loss_cls: 1.1750, loss: 2.0713, grad_norm: 11.4232 2021-07-10 00:28:56,567 - mmaction - INFO - Epoch [149][2340/3757] lr: 1.000e-04, eta: 1:32:45, time: 1.122, data_time: 0.004, memory: 6921, loss_aux: 0.9828, top1_acc: 0.6711, top5_acc: 0.8625, loss_cls: 1.3105, loss: 2.2933, grad_norm: 11.9751 2021-07-10 00:29:19,785 - mmaction - INFO - Epoch [149][2360/3757] lr: 1.000e-04, eta: 1:32:23, time: 1.161, data_time: 0.003, memory: 6921, loss_aux: 0.9575, top1_acc: 0.6984, top5_acc: 0.8625, loss_cls: 1.2784, loss: 2.2359, grad_norm: 11.7541 2021-07-10 00:29:41,131 - mmaction - INFO - Epoch [149][2380/3757] lr: 1.000e-04, eta: 1:32:02, time: 1.068, data_time: 0.003, memory: 6921, loss_aux: 0.9255, top1_acc: 0.6961, top5_acc: 0.8680, loss_cls: 1.2384, loss: 2.1639, grad_norm: 11.8611 2021-07-10 00:30:04,121 - mmaction - INFO - Epoch [149][2400/3757] lr: 1.000e-04, eta: 1:31:40, time: 1.149, data_time: 0.002, memory: 6921, loss_aux: 0.8995, top1_acc: 0.6992, top5_acc: 0.8820, loss_cls: 1.1938, loss: 2.0933, grad_norm: 11.8653 2021-07-10 00:30:26,595 - mmaction - INFO - Epoch [149][2420/3757] lr: 1.000e-04, eta: 1:31:19, time: 1.122, data_time: 0.001, memory: 6921, loss_aux: 0.9434, top1_acc: 0.7133, top5_acc: 0.8656, loss_cls: 1.2332, loss: 2.1766, grad_norm: 11.4772 2021-07-10 00:30:49,464 - mmaction - INFO - Epoch [149][2440/3757] lr: 1.000e-04, eta: 1:30:57, time: 1.145, data_time: 0.003, memory: 6921, loss_aux: 0.9021, top1_acc: 0.7102, top5_acc: 0.8734, loss_cls: 1.2040, loss: 2.1061, grad_norm: 11.6253 2021-07-10 00:31:11,620 - mmaction - INFO - Epoch [149][2460/3757] lr: 1.000e-04, eta: 1:30:36, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 0.9243, top1_acc: 0.7016, top5_acc: 0.8805, loss_cls: 1.2466, loss: 2.1709, grad_norm: 11.3928 2021-07-10 00:31:33,604 - mmaction - INFO - Epoch [149][2480/3757] lr: 1.000e-04, eta: 1:30:14, time: 1.100, data_time: 0.004, memory: 6921, loss_aux: 0.9375, top1_acc: 0.7047, top5_acc: 0.8633, loss_cls: 1.2559, loss: 2.1933, grad_norm: 11.4539 2021-07-10 00:31:56,587 - mmaction - INFO - Epoch [149][2500/3757] lr: 1.000e-04, eta: 1:29:53, time: 1.149, data_time: 0.089, memory: 6921, loss_aux: 0.9385, top1_acc: 0.6977, top5_acc: 0.8695, loss_cls: 1.2448, loss: 2.1834, grad_norm: 11.5199 2021-07-10 00:32:18,477 - mmaction - INFO - Epoch [149][2520/3757] lr: 1.000e-04, eta: 1:29:31, time: 1.095, data_time: 0.028, memory: 6921, loss_aux: 0.9478, top1_acc: 0.6945, top5_acc: 0.8609, loss_cls: 1.2836, loss: 2.2314, grad_norm: 12.0286 2021-07-10 00:32:41,720 - mmaction - INFO - Epoch [149][2540/3757] lr: 1.000e-04, eta: 1:29:10, time: 1.162, data_time: 0.002, memory: 6921, loss_aux: 0.9594, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.2975, loss: 2.2569, grad_norm: 12.0510 2021-07-10 00:33:04,081 - mmaction - INFO - Epoch [149][2560/3757] lr: 1.000e-04, eta: 1:28:48, time: 1.117, data_time: 0.002, memory: 6921, loss_aux: 0.9337, top1_acc: 0.6930, top5_acc: 0.8711, loss_cls: 1.2451, loss: 2.1788, grad_norm: 11.5098 2021-07-10 00:33:25,900 - mmaction - INFO - Epoch [149][2580/3757] lr: 1.000e-04, eta: 1:28:27, time: 1.092, data_time: 0.004, memory: 6921, loss_aux: 0.9425, top1_acc: 0.7141, top5_acc: 0.8664, loss_cls: 1.2201, loss: 2.1625, grad_norm: 11.7505 2021-07-10 00:33:48,837 - mmaction - INFO - Epoch [149][2600/3757] lr: 1.000e-04, eta: 1:28:05, time: 1.147, data_time: 0.001, memory: 6921, loss_aux: 0.9146, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2354, loss: 2.1500, grad_norm: 11.6581 2021-07-10 00:34:12,226 - mmaction - INFO - Epoch [149][2620/3757] lr: 1.000e-04, eta: 1:27:44, time: 1.169, data_time: 0.003, memory: 6921, loss_aux: 0.9122, top1_acc: 0.7016, top5_acc: 0.8750, loss_cls: 1.2292, loss: 2.1414, grad_norm: 11.3684 2021-07-10 00:34:34,066 - mmaction - INFO - Epoch [149][2640/3757] lr: 1.000e-04, eta: 1:27:22, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3169, loss: 2.2976, grad_norm: 12.2035 2021-07-10 00:34:56,518 - mmaction - INFO - Epoch [149][2660/3757] lr: 1.000e-04, eta: 1:27:01, time: 1.123, data_time: 0.004, memory: 6921, loss_aux: 0.9185, top1_acc: 0.7195, top5_acc: 0.8742, loss_cls: 1.1865, loss: 2.1050, grad_norm: 11.4720 2021-07-10 00:35:18,086 - mmaction - INFO - Epoch [149][2680/3757] lr: 1.000e-04, eta: 1:26:39, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 0.9402, top1_acc: 0.6977, top5_acc: 0.8680, loss_cls: 1.2412, loss: 2.1814, grad_norm: 11.3556 2021-07-10 00:35:41,774 - mmaction - INFO - Epoch [149][2700/3757] lr: 1.000e-04, eta: 1:26:18, time: 1.183, data_time: 0.003, memory: 6921, loss_aux: 0.9283, top1_acc: 0.6961, top5_acc: 0.8625, loss_cls: 1.2509, loss: 2.1792, grad_norm: 11.7302 2021-07-10 00:36:04,242 - mmaction - INFO - Epoch [149][2720/3757] lr: 1.000e-04, eta: 1:25:56, time: 1.124, data_time: 0.004, memory: 6921, loss_aux: 0.9858, top1_acc: 0.6836, top5_acc: 0.8562, loss_cls: 1.3302, loss: 2.3160, grad_norm: 11.9417 2021-07-10 00:36:26,729 - mmaction - INFO - Epoch [149][2740/3757] lr: 1.000e-04, eta: 1:25:35, time: 1.124, data_time: 0.007, memory: 6921, loss_aux: 0.9246, top1_acc: 0.6891, top5_acc: 0.8609, loss_cls: 1.2976, loss: 2.2222, grad_norm: 11.8523 2021-07-10 00:36:49,460 - mmaction - INFO - Epoch [149][2760/3757] lr: 1.000e-04, eta: 1:25:13, time: 1.138, data_time: 0.004, memory: 6921, loss_aux: 0.9720, top1_acc: 0.6797, top5_acc: 0.8727, loss_cls: 1.2741, loss: 2.2462, grad_norm: 12.0337 2021-07-10 00:37:13,144 - mmaction - INFO - Epoch [149][2780/3757] lr: 1.000e-04, eta: 1:24:52, time: 1.184, data_time: 0.003, memory: 6921, loss_aux: 0.9296, top1_acc: 0.6859, top5_acc: 0.8664, loss_cls: 1.2531, loss: 2.1827, grad_norm: 11.6792 2021-07-10 00:37:35,005 - mmaction - INFO - Epoch [149][2800/3757] lr: 1.000e-04, eta: 1:24:30, time: 1.093, data_time: 0.002, memory: 6921, loss_aux: 0.9589, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.2982, loss: 2.2571, grad_norm: 12.1791 2021-07-10 00:37:56,733 - mmaction - INFO - Epoch [149][2820/3757] lr: 1.000e-04, eta: 1:24:09, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 0.9380, top1_acc: 0.7188, top5_acc: 0.8742, loss_cls: 1.2192, loss: 2.1571, grad_norm: 11.4496 2021-07-10 00:38:19,370 - mmaction - INFO - Epoch [149][2840/3757] lr: 1.000e-04, eta: 1:23:47, time: 1.132, data_time: 0.030, memory: 6921, loss_aux: 0.9506, top1_acc: 0.6820, top5_acc: 0.8609, loss_cls: 1.3010, loss: 2.2516, grad_norm: 11.7470 2021-07-10 00:38:43,099 - mmaction - INFO - Epoch [149][2860/3757] lr: 1.000e-04, eta: 1:23:26, time: 1.187, data_time: 0.002, memory: 6921, loss_aux: 0.9807, top1_acc: 0.6945, top5_acc: 0.8578, loss_cls: 1.3367, loss: 2.3174, grad_norm: 11.8447 2021-07-10 00:39:05,032 - mmaction - INFO - Epoch [149][2880/3757] lr: 1.000e-04, eta: 1:23:04, time: 1.097, data_time: 0.004, memory: 6921, loss_aux: 0.9111, top1_acc: 0.7063, top5_acc: 0.8898, loss_cls: 1.1786, loss: 2.0896, grad_norm: 11.8489 2021-07-10 00:39:26,778 - mmaction - INFO - Epoch [149][2900/3757] lr: 1.000e-04, eta: 1:22:43, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9465, top1_acc: 0.6961, top5_acc: 0.8695, loss_cls: 1.2393, loss: 2.1858, grad_norm: 11.5187 2021-07-10 00:39:49,057 - mmaction - INFO - Epoch [149][2920/3757] lr: 1.000e-04, eta: 1:22:21, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 0.9200, top1_acc: 0.7008, top5_acc: 0.8711, loss_cls: 1.2348, loss: 2.1548, grad_norm: 11.5915 2021-07-10 00:40:10,892 - mmaction - INFO - Epoch [149][2940/3757] lr: 1.000e-04, eta: 1:22:00, time: 1.092, data_time: 0.005, memory: 6921, loss_aux: 0.9324, top1_acc: 0.7094, top5_acc: 0.8609, loss_cls: 1.2290, loss: 2.1614, grad_norm: 11.2060 2021-07-10 00:40:34,084 - mmaction - INFO - Epoch [149][2960/3757] lr: 1.000e-04, eta: 1:21:38, time: 1.160, data_time: 0.004, memory: 6921, loss_aux: 0.9868, top1_acc: 0.6742, top5_acc: 0.8469, loss_cls: 1.3786, loss: 2.3654, grad_norm: 11.8280 2021-07-10 00:40:56,572 - mmaction - INFO - Epoch [149][2980/3757] lr: 1.000e-04, eta: 1:21:17, time: 1.124, data_time: 0.005, memory: 6921, loss_aux: 0.9116, top1_acc: 0.6898, top5_acc: 0.8656, loss_cls: 1.2029, loss: 2.1145, grad_norm: 11.4111 2021-07-10 00:41:19,081 - mmaction - INFO - Epoch [149][3000/3757] lr: 1.000e-04, eta: 1:20:55, time: 1.127, data_time: 0.005, memory: 6921, loss_aux: 0.9210, top1_acc: 0.7039, top5_acc: 0.8609, loss_cls: 1.2549, loss: 2.1759, grad_norm: 11.8236 2021-07-10 00:41:42,157 - mmaction - INFO - Epoch [149][3020/3757] lr: 1.000e-04, eta: 1:20:34, time: 1.153, data_time: 0.003, memory: 6921, loss_aux: 0.9399, top1_acc: 0.7188, top5_acc: 0.8859, loss_cls: 1.1895, loss: 2.1294, grad_norm: 11.6121 2021-07-10 00:42:03,543 - mmaction - INFO - Epoch [149][3040/3757] lr: 1.000e-04, eta: 1:20:12, time: 1.070, data_time: 0.005, memory: 6921, loss_aux: 0.9301, top1_acc: 0.7000, top5_acc: 0.8648, loss_cls: 1.2388, loss: 2.1689, grad_norm: 11.6961 2021-07-10 00:42:25,066 - mmaction - INFO - Epoch [149][3060/3757] lr: 1.000e-04, eta: 1:19:51, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 0.9678, top1_acc: 0.6867, top5_acc: 0.8562, loss_cls: 1.3601, loss: 2.3280, grad_norm: 11.9578 2021-07-10 00:42:48,751 - mmaction - INFO - Epoch [149][3080/3757] lr: 1.000e-04, eta: 1:19:29, time: 1.185, data_time: 0.004, memory: 6921, loss_aux: 0.9172, top1_acc: 0.7000, top5_acc: 0.8539, loss_cls: 1.2534, loss: 2.1706, grad_norm: 11.5202 2021-07-10 00:43:11,684 - mmaction - INFO - Epoch [149][3100/3757] lr: 1.000e-04, eta: 1:19:08, time: 1.146, data_time: 0.006, memory: 6921, loss_aux: 0.9622, top1_acc: 0.6937, top5_acc: 0.8586, loss_cls: 1.2897, loss: 2.2520, grad_norm: 11.8650 2021-07-10 00:43:34,057 - mmaction - INFO - Epoch [149][3120/3757] lr: 1.000e-04, eta: 1:18:46, time: 1.121, data_time: 0.005, memory: 6921, loss_aux: 0.9164, top1_acc: 0.7125, top5_acc: 0.8703, loss_cls: 1.2056, loss: 2.1220, grad_norm: 11.7806 2021-07-10 00:43:55,639 - mmaction - INFO - Epoch [149][3140/3757] lr: 1.000e-04, eta: 1:18:25, time: 1.078, data_time: 0.006, memory: 6921, loss_aux: 0.9524, top1_acc: 0.7000, top5_acc: 0.8734, loss_cls: 1.2413, loss: 2.1937, grad_norm: 11.7513 2021-07-10 00:44:19,174 - mmaction - INFO - Epoch [149][3160/3757] lr: 1.000e-04, eta: 1:18:03, time: 1.177, data_time: 0.004, memory: 6921, loss_aux: 0.9530, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.2909, loss: 2.2438, grad_norm: 11.9288 2021-07-10 00:44:41,725 - mmaction - INFO - Epoch [149][3180/3757] lr: 1.000e-04, eta: 1:17:42, time: 1.129, data_time: 0.004, memory: 6921, loss_aux: 0.9713, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.3733, loss: 2.3446, grad_norm: 12.1997 2021-07-10 00:45:04,144 - mmaction - INFO - Epoch [149][3200/3757] lr: 1.000e-04, eta: 1:17:20, time: 1.118, data_time: 0.029, memory: 6921, loss_aux: 0.9347, top1_acc: 0.6977, top5_acc: 0.8562, loss_cls: 1.2726, loss: 2.2073, grad_norm: 11.5084 2021-07-10 00:45:26,698 - mmaction - INFO - Epoch [149][3220/3757] lr: 1.000e-04, eta: 1:16:59, time: 1.129, data_time: 0.007, memory: 6921, loss_aux: 0.9258, top1_acc: 0.7086, top5_acc: 0.8750, loss_cls: 1.2202, loss: 2.1460, grad_norm: 11.4621 2021-07-10 00:45:48,631 - mmaction - INFO - Epoch [149][3240/3757] lr: 1.000e-04, eta: 1:16:37, time: 1.095, data_time: 0.005, memory: 6921, loss_aux: 0.9339, top1_acc: 0.7078, top5_acc: 0.8703, loss_cls: 1.2417, loss: 2.1756, grad_norm: 11.5689 2021-07-10 00:46:10,462 - mmaction - INFO - Epoch [149][3260/3757] lr: 1.000e-04, eta: 1:16:16, time: 1.093, data_time: 0.007, memory: 6921, loss_aux: 0.9608, top1_acc: 0.6859, top5_acc: 0.8742, loss_cls: 1.2542, loss: 2.2150, grad_norm: 11.8586 2021-07-10 00:46:32,846 - mmaction - INFO - Epoch [149][3280/3757] lr: 1.000e-04, eta: 1:15:54, time: 1.119, data_time: 0.030, memory: 6921, loss_aux: 0.9302, top1_acc: 0.6953, top5_acc: 0.8812, loss_cls: 1.2337, loss: 2.1639, grad_norm: 11.9190 2021-07-10 00:46:56,385 - mmaction - INFO - Epoch [149][3300/3757] lr: 1.000e-04, eta: 1:15:33, time: 1.178, data_time: 0.003, memory: 6921, loss_aux: 0.9575, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3024, loss: 2.2599, grad_norm: 12.0808 2021-07-10 00:47:18,555 - mmaction - INFO - Epoch [149][3320/3757] lr: 1.000e-04, eta: 1:15:11, time: 1.108, data_time: 0.004, memory: 6921, loss_aux: 0.9563, top1_acc: 0.6852, top5_acc: 0.8539, loss_cls: 1.3149, loss: 2.2711, grad_norm: 11.9647 2021-07-10 00:47:40,072 - mmaction - INFO - Epoch [149][3340/3757] lr: 1.000e-04, eta: 1:14:50, time: 1.075, data_time: 0.003, memory: 6921, loss_aux: 0.9531, top1_acc: 0.6750, top5_acc: 0.8594, loss_cls: 1.2920, loss: 2.2451, grad_norm: 11.8588 2021-07-10 00:48:03,199 - mmaction - INFO - Epoch [149][3360/3757] lr: 1.000e-04, eta: 1:14:28, time: 1.157, data_time: 0.004, memory: 6921, loss_aux: 0.9354, top1_acc: 0.7086, top5_acc: 0.8680, loss_cls: 1.2427, loss: 2.1780, grad_norm: 11.5890 2021-07-10 00:48:25,339 - mmaction - INFO - Epoch [149][3380/3757] lr: 1.000e-04, eta: 1:14:07, time: 1.107, data_time: 0.003, memory: 6921, loss_aux: 0.9573, top1_acc: 0.6906, top5_acc: 0.8680, loss_cls: 1.2751, loss: 2.2323, grad_norm: 11.6834 2021-07-10 00:48:47,872 - mmaction - INFO - Epoch [149][3400/3757] lr: 1.000e-04, eta: 1:13:45, time: 1.128, data_time: 0.004, memory: 6921, loss_aux: 0.9096, top1_acc: 0.7102, top5_acc: 0.8711, loss_cls: 1.2217, loss: 2.1313, grad_norm: 11.8939 2021-07-10 00:49:10,280 - mmaction - INFO - Epoch [149][3420/3757] lr: 1.000e-04, eta: 1:13:24, time: 1.119, data_time: 0.005, memory: 6921, loss_aux: 0.9503, top1_acc: 0.7016, top5_acc: 0.8672, loss_cls: 1.2332, loss: 2.1835, grad_norm: 11.7730 2021-07-10 00:49:32,593 - mmaction - INFO - Epoch [149][3440/3757] lr: 1.000e-04, eta: 1:13:02, time: 1.116, data_time: 0.005, memory: 6921, loss_aux: 0.9356, top1_acc: 0.6836, top5_acc: 0.8648, loss_cls: 1.2632, loss: 2.1989, grad_norm: 11.6949 2021-07-10 00:49:55,307 - mmaction - INFO - Epoch [149][3460/3757] lr: 1.000e-04, eta: 1:12:41, time: 1.137, data_time: 0.002, memory: 6921, loss_aux: 0.9304, top1_acc: 0.7063, top5_acc: 0.8695, loss_cls: 1.2383, loss: 2.1686, grad_norm: 11.6368 2021-07-10 00:50:18,029 - mmaction - INFO - Epoch [149][3480/3757] lr: 1.000e-04, eta: 1:12:19, time: 1.135, data_time: 0.003, memory: 6921, loss_aux: 0.9510, top1_acc: 0.6820, top5_acc: 0.8695, loss_cls: 1.2654, loss: 2.2165, grad_norm: 12.0004 2021-07-10 00:50:40,598 - mmaction - INFO - Epoch [149][3500/3757] lr: 1.000e-04, eta: 1:11:58, time: 1.129, data_time: 0.004, memory: 6921, loss_aux: 0.9377, top1_acc: 0.7133, top5_acc: 0.8617, loss_cls: 1.2371, loss: 2.1748, grad_norm: 11.6500 2021-07-10 00:51:02,420 - mmaction - INFO - Epoch [149][3520/3757] lr: 1.000e-04, eta: 1:11:36, time: 1.091, data_time: 0.002, memory: 6921, loss_aux: 0.8862, top1_acc: 0.7063, top5_acc: 0.8750, loss_cls: 1.1954, loss: 2.0816, grad_norm: 11.4461 2021-07-10 00:51:25,899 - mmaction - INFO - Epoch [149][3540/3757] lr: 1.000e-04, eta: 1:11:15, time: 1.175, data_time: 0.003, memory: 6921, loss_aux: 0.9518, top1_acc: 0.6813, top5_acc: 0.8586, loss_cls: 1.3229, loss: 2.2747, grad_norm: 11.9586 2021-07-10 00:51:47,822 - mmaction - INFO - Epoch [149][3560/3757] lr: 1.000e-04, eta: 1:10:53, time: 1.094, data_time: 0.001, memory: 6921, loss_aux: 0.9364, top1_acc: 0.6984, top5_acc: 0.8680, loss_cls: 1.2546, loss: 2.1910, grad_norm: 11.6292 2021-07-10 00:52:09,646 - mmaction - INFO - Epoch [149][3580/3757] lr: 1.000e-04, eta: 1:10:32, time: 1.090, data_time: 0.004, memory: 6921, loss_aux: 0.9535, top1_acc: 0.6930, top5_acc: 0.8656, loss_cls: 1.2793, loss: 2.2328, grad_norm: 11.5739 2021-07-10 00:52:32,551 - mmaction - INFO - Epoch [149][3600/3757] lr: 1.000e-04, eta: 1:10:10, time: 1.147, data_time: 0.005, memory: 6921, loss_aux: 0.9801, top1_acc: 0.6867, top5_acc: 0.8516, loss_cls: 1.2759, loss: 2.2560, grad_norm: 11.6240 2021-07-10 00:52:54,374 - mmaction - INFO - Epoch [149][3620/3757] lr: 1.000e-04, eta: 1:09:48, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.9667, top1_acc: 0.6992, top5_acc: 0.8695, loss_cls: 1.2598, loss: 2.2265, grad_norm: 11.9309 2021-07-10 00:53:16,592 - mmaction - INFO - Epoch [149][3640/3757] lr: 1.000e-04, eta: 1:09:27, time: 1.110, data_time: 0.004, memory: 6921, loss_aux: 0.9300, top1_acc: 0.6945, top5_acc: 0.8719, loss_cls: 1.2545, loss: 2.1845, grad_norm: 11.6113 2021-07-10 00:53:38,799 - mmaction - INFO - Epoch [149][3660/3757] lr: 1.000e-04, eta: 1:09:05, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 0.9737, top1_acc: 0.6977, top5_acc: 0.8711, loss_cls: 1.2965, loss: 2.2702, grad_norm: 12.0223 2021-07-10 00:54:01,828 - mmaction - INFO - Epoch [149][3680/3757] lr: 1.000e-04, eta: 1:08:44, time: 1.152, data_time: 0.002, memory: 6921, loss_aux: 0.9769, top1_acc: 0.7000, top5_acc: 0.8602, loss_cls: 1.3035, loss: 2.2805, grad_norm: 11.7573 2021-07-10 00:54:24,073 - mmaction - INFO - Epoch [149][3700/3757] lr: 1.000e-04, eta: 1:08:22, time: 1.111, data_time: 0.004, memory: 6921, loss_aux: 0.9654, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2913, loss: 2.2567, grad_norm: 11.7515 2021-07-10 00:54:46,298 - mmaction - INFO - Epoch [149][3720/3757] lr: 1.000e-04, eta: 1:08:01, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 0.9505, top1_acc: 0.6992, top5_acc: 0.8570, loss_cls: 1.2602, loss: 2.2106, grad_norm: 11.8874 2021-07-10 00:55:08,779 - mmaction - INFO - Epoch [149][3740/3757] lr: 1.000e-04, eta: 1:07:39, time: 1.125, data_time: 0.005, memory: 6921, loss_aux: 0.9211, top1_acc: 0.7078, top5_acc: 0.8617, loss_cls: 1.2515, loss: 2.1726, grad_norm: 11.6066 2021-07-10 00:55:28,091 - mmaction - INFO - Saving checkpoint at 149 epochs 2021-07-10 00:56:32,545 - mmaction - INFO - Epoch [150][20/3757] lr: 1.000e-04, eta: 1:07:00, time: 3.149, data_time: 2.099, memory: 6921, loss_aux: 0.9533, top1_acc: 0.7125, top5_acc: 0.8609, loss_cls: 1.2417, loss: 2.1949, grad_norm: 11.5274 2021-07-10 00:56:54,400 - mmaction - INFO - Epoch [150][40/3757] lr: 1.000e-04, eta: 1:06:38, time: 1.091, data_time: 0.021, memory: 6921, loss_aux: 0.9821, top1_acc: 0.6906, top5_acc: 0.8617, loss_cls: 1.3155, loss: 2.2976, grad_norm: 11.7571 2021-07-10 00:57:17,116 - mmaction - INFO - Epoch [150][60/3757] lr: 1.000e-04, eta: 1:06:17, time: 1.137, data_time: 0.095, memory: 6921, loss_aux: 0.9576, top1_acc: 0.7188, top5_acc: 0.8617, loss_cls: 1.2425, loss: 2.2001, grad_norm: 11.7234 2021-07-10 00:57:38,392 - mmaction - INFO - Epoch [150][80/3757] lr: 1.000e-04, eta: 1:05:55, time: 1.064, data_time: 0.002, memory: 6921, loss_aux: 0.9420, top1_acc: 0.6930, top5_acc: 0.8688, loss_cls: 1.2624, loss: 2.2044, grad_norm: 11.8697 2021-07-10 00:58:00,812 - mmaction - INFO - Epoch [150][100/3757] lr: 1.000e-04, eta: 1:05:34, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 0.9696, top1_acc: 0.6727, top5_acc: 0.8539, loss_cls: 1.3370, loss: 2.3067, grad_norm: 11.7666 2021-07-10 00:58:23,180 - mmaction - INFO - Epoch [150][120/3757] lr: 1.000e-04, eta: 1:05:12, time: 1.118, data_time: 0.022, memory: 6921, loss_aux: 0.9295, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.2683, loss: 2.1978, grad_norm: 11.7665 2021-07-10 00:58:46,562 - mmaction - INFO - Epoch [150][140/3757] lr: 1.000e-04, eta: 1:04:51, time: 1.171, data_time: 0.130, memory: 6921, loss_aux: 0.9492, top1_acc: 0.6922, top5_acc: 0.8648, loss_cls: 1.3155, loss: 2.2647, grad_norm: 12.1258 2021-07-10 00:59:08,110 - mmaction - INFO - Epoch [150][160/3757] lr: 1.000e-04, eta: 1:04:29, time: 1.078, data_time: 0.011, memory: 6921, loss_aux: 0.9710, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2703, loss: 2.2413, grad_norm: 12.0807 2021-07-10 00:59:31,150 - mmaction - INFO - Epoch [150][180/3757] lr: 1.000e-04, eta: 1:04:08, time: 1.151, data_time: 0.102, memory: 6921, loss_aux: 0.9741, top1_acc: 0.6953, top5_acc: 0.8625, loss_cls: 1.2842, loss: 2.2583, grad_norm: 11.8746 2021-07-10 00:59:53,620 - mmaction - INFO - Epoch [150][200/3757] lr: 1.000e-04, eta: 1:03:46, time: 1.123, data_time: 0.018, memory: 6921, loss_aux: 0.9614, top1_acc: 0.7094, top5_acc: 0.8586, loss_cls: 1.2871, loss: 2.2485, grad_norm: 11.7124 2021-07-10 01:00:15,125 - mmaction - INFO - Epoch [150][220/3757] lr: 1.000e-04, eta: 1:03:25, time: 1.076, data_time: 0.017, memory: 6921, loss_aux: 0.9508, top1_acc: 0.7008, top5_acc: 0.8742, loss_cls: 1.2767, loss: 2.2276, grad_norm: 11.9733 2021-07-10 01:00:38,277 - mmaction - INFO - Epoch [150][240/3757] lr: 1.000e-04, eta: 1:03:03, time: 1.158, data_time: 0.002, memory: 6921, loss_aux: 0.8857, top1_acc: 0.7156, top5_acc: 0.8766, loss_cls: 1.1975, loss: 2.0832, grad_norm: 11.5487 2021-07-10 01:01:00,094 - mmaction - INFO - Epoch [150][260/3757] lr: 1.000e-04, eta: 1:02:42, time: 1.090, data_time: 0.001, memory: 6921, loss_aux: 0.9334, top1_acc: 0.7055, top5_acc: 0.8680, loss_cls: 1.2338, loss: 2.1672, grad_norm: 11.6021 2021-07-10 01:01:22,336 - mmaction - INFO - Epoch [150][280/3757] lr: 1.000e-04, eta: 1:02:20, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 0.9251, top1_acc: 0.7125, top5_acc: 0.8672, loss_cls: 1.2301, loss: 2.1552, grad_norm: 11.4081 2021-07-10 01:01:44,486 - mmaction - INFO - Epoch [150][300/3757] lr: 1.000e-04, eta: 1:01:59, time: 1.106, data_time: 0.002, memory: 6921, loss_aux: 0.9763, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3389, loss: 2.3152, grad_norm: 11.7685 2021-07-10 01:02:07,822 - mmaction - INFO - Epoch [150][320/3757] lr: 1.000e-04, eta: 1:01:37, time: 1.166, data_time: 0.003, memory: 6921, loss_aux: 0.9338, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.2667, loss: 2.2005, grad_norm: 11.5325 2021-07-10 01:02:30,878 - mmaction - INFO - Epoch [150][340/3757] lr: 1.000e-04, eta: 1:01:16, time: 1.153, data_time: 0.005, memory: 6921, loss_aux: 0.9848, top1_acc: 0.6922, top5_acc: 0.8477, loss_cls: 1.3304, loss: 2.3152, grad_norm: 11.8130 2021-07-10 01:02:52,893 - mmaction - INFO - Epoch [150][360/3757] lr: 1.000e-04, eta: 1:00:54, time: 1.100, data_time: 0.003, memory: 6921, loss_aux: 0.9271, top1_acc: 0.7078, top5_acc: 0.8695, loss_cls: 1.2029, loss: 2.1300, grad_norm: 11.5773 2021-07-10 01:03:15,291 - mmaction - INFO - Epoch [150][380/3757] lr: 1.000e-04, eta: 1:00:33, time: 1.120, data_time: 0.003, memory: 6921, loss_aux: 0.9664, top1_acc: 0.6859, top5_acc: 0.8461, loss_cls: 1.3382, loss: 2.3046, grad_norm: 11.7681 2021-07-10 01:03:38,493 - mmaction - INFO - Epoch [150][400/3757] lr: 1.000e-04, eta: 1:00:11, time: 1.161, data_time: 0.004, memory: 6921, loss_aux: 0.9457, top1_acc: 0.7000, top5_acc: 0.8828, loss_cls: 1.2428, loss: 2.1884, grad_norm: 11.8122 2021-07-10 01:04:01,957 - mmaction - INFO - Epoch [150][420/3757] lr: 1.000e-04, eta: 0:59:50, time: 1.174, data_time: 0.003, memory: 6921, loss_aux: 0.9180, top1_acc: 0.6977, top5_acc: 0.8742, loss_cls: 1.2325, loss: 2.1506, grad_norm: 11.4014 2021-07-10 01:04:23,592 - mmaction - INFO - Epoch [150][440/3757] lr: 1.000e-04, eta: 0:59:28, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 1.0031, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.4015, loss: 2.4046, grad_norm: 12.3692 2021-07-10 01:04:46,390 - mmaction - INFO - Epoch [150][460/3757] lr: 1.000e-04, eta: 0:59:07, time: 1.141, data_time: 0.004, memory: 6921, loss_aux: 0.9489, top1_acc: 0.7023, top5_acc: 0.8609, loss_cls: 1.2837, loss: 2.2326, grad_norm: 11.8580 2021-07-10 01:05:07,965 - mmaction - INFO - Epoch [150][480/3757] lr: 1.000e-04, eta: 0:58:45, time: 1.078, data_time: 0.004, memory: 6921, loss_aux: 0.9380, top1_acc: 0.6984, top5_acc: 0.8719, loss_cls: 1.2349, loss: 2.1729, grad_norm: 11.5259 2021-07-10 01:05:30,582 - mmaction - INFO - Epoch [150][500/3757] lr: 1.000e-04, eta: 0:58:24, time: 1.130, data_time: 0.004, memory: 6921, loss_aux: 0.9542, top1_acc: 0.6937, top5_acc: 0.8602, loss_cls: 1.2856, loss: 2.2397, grad_norm: 12.0241 2021-07-10 01:05:52,693 - mmaction - INFO - Epoch [150][520/3757] lr: 1.000e-04, eta: 0:58:02, time: 1.109, data_time: 0.004, memory: 6921, loss_aux: 0.9474, top1_acc: 0.6969, top5_acc: 0.8469, loss_cls: 1.3083, loss: 2.2558, grad_norm: 11.6415 2021-07-10 01:06:14,893 - mmaction - INFO - Epoch [150][540/3757] lr: 1.000e-04, eta: 0:57:40, time: 1.109, data_time: 0.002, memory: 6921, loss_aux: 0.9350, top1_acc: 0.7063, top5_acc: 0.8719, loss_cls: 1.2352, loss: 2.1702, grad_norm: 11.6863 2021-07-10 01:06:38,518 - mmaction - INFO - Epoch [150][560/3757] lr: 1.000e-04, eta: 0:57:19, time: 1.182, data_time: 0.002, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6953, top5_acc: 0.8695, loss_cls: 1.2572, loss: 2.2153, grad_norm: 11.7909 2021-07-10 01:07:00,369 - mmaction - INFO - Epoch [150][580/3757] lr: 1.000e-04, eta: 0:56:57, time: 1.090, data_time: 0.038, memory: 6921, loss_aux: 0.9491, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3041, loss: 2.2532, grad_norm: 11.9414 2021-07-10 01:07:22,618 - mmaction - INFO - Epoch [150][600/3757] lr: 1.000e-04, eta: 0:56:36, time: 1.114, data_time: 0.005, memory: 6921, loss_aux: 0.9230, top1_acc: 0.7047, top5_acc: 0.8734, loss_cls: 1.2443, loss: 2.1673, grad_norm: 11.7213 2021-07-10 01:07:45,086 - mmaction - INFO - Epoch [150][620/3757] lr: 1.000e-04, eta: 0:56:14, time: 1.124, data_time: 0.002, memory: 6921, loss_aux: 0.9045, top1_acc: 0.7141, top5_acc: 0.8680, loss_cls: 1.2365, loss: 2.1410, grad_norm: 11.9062 2021-07-10 01:08:06,789 - mmaction - INFO - Epoch [150][640/3757] lr: 1.000e-04, eta: 0:55:53, time: 1.085, data_time: 0.001, memory: 6921, loss_aux: 0.9703, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2914, loss: 2.2617, grad_norm: 11.9990 2021-07-10 01:08:29,844 - mmaction - INFO - Epoch [150][660/3757] lr: 1.000e-04, eta: 0:55:31, time: 1.152, data_time: 0.003, memory: 6921, loss_aux: 0.9155, top1_acc: 0.7125, top5_acc: 0.8648, loss_cls: 1.2104, loss: 2.1259, grad_norm: 11.1107 2021-07-10 01:08:51,728 - mmaction - INFO - Epoch [150][680/3757] lr: 1.000e-04, eta: 0:55:10, time: 1.092, data_time: 0.003, memory: 6921, loss_aux: 0.9440, top1_acc: 0.6758, top5_acc: 0.8648, loss_cls: 1.2927, loss: 2.2367, grad_norm: 12.0023 2021-07-10 01:09:14,337 - mmaction - INFO - Epoch [150][700/3757] lr: 1.000e-04, eta: 0:54:48, time: 1.132, data_time: 0.004, memory: 6921, loss_aux: 0.9190, top1_acc: 0.7031, top5_acc: 0.8805, loss_cls: 1.1836, loss: 2.1026, grad_norm: 11.3785 2021-07-10 01:09:36,605 - mmaction - INFO - Epoch [150][720/3757] lr: 1.000e-04, eta: 0:54:27, time: 1.113, data_time: 0.005, memory: 6921, loss_aux: 0.9374, top1_acc: 0.6969, top5_acc: 0.8633, loss_cls: 1.2873, loss: 2.2248, grad_norm: 11.5818 2021-07-10 01:09:59,064 - mmaction - INFO - Epoch [150][740/3757] lr: 1.000e-04, eta: 0:54:05, time: 1.122, data_time: 0.006, memory: 6921, loss_aux: 0.9309, top1_acc: 0.7211, top5_acc: 0.8727, loss_cls: 1.2251, loss: 2.1560, grad_norm: 11.4519 2021-07-10 01:10:21,895 - mmaction - INFO - Epoch [150][760/3757] lr: 1.000e-04, eta: 0:53:44, time: 1.141, data_time: 0.003, memory: 6921, loss_aux: 0.9169, top1_acc: 0.7227, top5_acc: 0.8766, loss_cls: 1.2196, loss: 2.1365, grad_norm: 11.2711 2021-07-10 01:10:43,496 - mmaction - INFO - Epoch [150][780/3757] lr: 1.000e-04, eta: 0:53:22, time: 1.079, data_time: 0.003, memory: 6921, loss_aux: 0.9850, top1_acc: 0.6773, top5_acc: 0.8625, loss_cls: 1.3311, loss: 2.3160, grad_norm: 12.2683 2021-07-10 01:11:06,103 - mmaction - INFO - Epoch [150][800/3757] lr: 1.000e-04, eta: 0:53:01, time: 1.132, data_time: 0.006, memory: 6921, loss_aux: 0.9699, top1_acc: 0.6969, top5_acc: 0.8547, loss_cls: 1.2922, loss: 2.2622, grad_norm: 11.8900 2021-07-10 01:11:28,799 - mmaction - INFO - Epoch [150][820/3757] lr: 1.000e-04, eta: 0:52:39, time: 1.134, data_time: 0.005, memory: 6921, loss_aux: 0.9867, top1_acc: 0.6977, top5_acc: 0.8602, loss_cls: 1.3077, loss: 2.2945, grad_norm: 11.5144 2021-07-10 01:11:51,065 - mmaction - INFO - Epoch [150][840/3757] lr: 1.000e-04, eta: 0:52:18, time: 1.113, data_time: 0.003, memory: 6921, loss_aux: 0.9428, top1_acc: 0.7133, top5_acc: 0.8727, loss_cls: 1.2288, loss: 2.1716, grad_norm: 11.5173 2021-07-10 01:12:12,964 - mmaction - INFO - Epoch [150][860/3757] lr: 1.000e-04, eta: 0:51:56, time: 1.095, data_time: 0.003, memory: 6921, loss_aux: 0.9346, top1_acc: 0.6898, top5_acc: 0.8586, loss_cls: 1.2815, loss: 2.2162, grad_norm: 11.8037 2021-07-10 01:12:35,621 - mmaction - INFO - Epoch [150][880/3757] lr: 1.000e-04, eta: 0:51:35, time: 1.132, data_time: 0.003, memory: 6921, loss_aux: 0.9661, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3350, loss: 2.3010, grad_norm: 12.1324 2021-07-10 01:12:57,980 - mmaction - INFO - Epoch [150][900/3757] lr: 1.000e-04, eta: 0:51:13, time: 1.119, data_time: 0.004, memory: 6921, loss_aux: 0.9360, top1_acc: 0.7008, top5_acc: 0.8789, loss_cls: 1.2343, loss: 2.1703, grad_norm: 11.4709 2021-07-10 01:13:19,864 - mmaction - INFO - Epoch [150][920/3757] lr: 1.000e-04, eta: 0:50:52, time: 1.094, data_time: 0.023, memory: 6921, loss_aux: 0.9381, top1_acc: 0.7078, top5_acc: 0.8758, loss_cls: 1.2319, loss: 2.1701, grad_norm: 11.5134 2021-07-10 01:13:42,867 - mmaction - INFO - Epoch [150][940/3757] lr: 1.000e-04, eta: 0:50:30, time: 1.151, data_time: 0.004, memory: 6921, loss_aux: 0.9551, top1_acc: 0.6961, top5_acc: 0.8688, loss_cls: 1.2622, loss: 2.2173, grad_norm: 11.7696 2021-07-10 01:14:05,451 - mmaction - INFO - Epoch [150][960/3757] lr: 1.000e-04, eta: 0:50:09, time: 1.128, data_time: 0.003, memory: 6921, loss_aux: 0.9434, top1_acc: 0.6891, top5_acc: 0.8570, loss_cls: 1.2638, loss: 2.2072, grad_norm: 11.6483 2021-07-10 01:14:28,616 - mmaction - INFO - Epoch [150][980/3757] lr: 1.000e-04, eta: 0:49:47, time: 1.160, data_time: 0.005, memory: 6921, loss_aux: 0.9057, top1_acc: 0.7195, top5_acc: 0.8891, loss_cls: 1.1624, loss: 2.0680, grad_norm: 11.7127 2021-07-10 01:14:50,609 - mmaction - INFO - Epoch [150][1000/3757] lr: 1.000e-04, eta: 0:49:26, time: 1.099, data_time: 0.003, memory: 6921, loss_aux: 0.9877, top1_acc: 0.6969, top5_acc: 0.8703, loss_cls: 1.2916, loss: 2.2793, grad_norm: 12.0335 2021-07-10 01:15:13,916 - mmaction - INFO - Epoch [150][1020/3757] lr: 1.000e-04, eta: 0:49:04, time: 1.166, data_time: 0.003, memory: 6921, loss_aux: 0.9262, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2547, loss: 2.1810, grad_norm: 11.8185 2021-07-10 01:15:35,584 - mmaction - INFO - Epoch [150][1040/3757] lr: 1.000e-04, eta: 0:48:43, time: 1.081, data_time: 0.001, memory: 6921, loss_aux: 0.9484, top1_acc: 0.7039, top5_acc: 0.8609, loss_cls: 1.2771, loss: 2.2255, grad_norm: 11.9561 2021-07-10 01:15:57,877 - mmaction - INFO - Epoch [150][1060/3757] lr: 1.000e-04, eta: 0:48:21, time: 1.115, data_time: 0.004, memory: 6921, loss_aux: 0.9448, top1_acc: 0.7008, top5_acc: 0.8648, loss_cls: 1.2736, loss: 2.2184, grad_norm: 11.8074 2021-07-10 01:16:20,507 - mmaction - INFO - Epoch [150][1080/3757] lr: 1.000e-04, eta: 0:48:00, time: 1.132, data_time: 0.003, memory: 6921, loss_aux: 0.9048, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2120, loss: 2.1168, grad_norm: 11.4268 2021-07-10 01:16:43,770 - mmaction - INFO - Epoch [150][1100/3757] lr: 1.000e-04, eta: 0:47:38, time: 1.164, data_time: 0.002, memory: 6921, loss_aux: 0.9461, top1_acc: 0.6828, top5_acc: 0.8742, loss_cls: 1.2664, loss: 2.2126, grad_norm: 12.1643 2021-07-10 01:17:05,880 - mmaction - INFO - Epoch [150][1120/3757] lr: 1.000e-04, eta: 0:47:17, time: 1.104, data_time: 0.002, memory: 6921, loss_aux: 0.8895, top1_acc: 0.7125, top5_acc: 0.8820, loss_cls: 1.1551, loss: 2.0446, grad_norm: 11.9372 2021-07-10 01:17:29,390 - mmaction - INFO - Epoch [150][1140/3757] lr: 1.000e-04, eta: 0:46:55, time: 1.176, data_time: 0.002, memory: 6921, loss_aux: 0.9659, top1_acc: 0.6898, top5_acc: 0.8648, loss_cls: 1.3127, loss: 2.2785, grad_norm: 11.8868 2021-07-10 01:17:50,517 - mmaction - INFO - Epoch [150][1160/3757] lr: 1.000e-04, eta: 0:46:34, time: 1.056, data_time: 0.002, memory: 6921, loss_aux: 0.9538, top1_acc: 0.7000, top5_acc: 0.8664, loss_cls: 1.2837, loss: 2.2375, grad_norm: 11.9727 2021-07-10 01:18:12,266 - mmaction - INFO - Epoch [150][1180/3757] lr: 1.000e-04, eta: 0:46:12, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 0.8513, top1_acc: 0.7266, top5_acc: 0.8828, loss_cls: 1.0817, loss: 1.9330, grad_norm: 11.2413 2021-07-10 01:18:34,772 - mmaction - INFO - Epoch [150][1200/3757] lr: 1.000e-04, eta: 0:45:51, time: 1.124, data_time: 0.030, memory: 6921, loss_aux: 0.9396, top1_acc: 0.7063, top5_acc: 0.8727, loss_cls: 1.2336, loss: 2.1731, grad_norm: 11.6980 2021-07-10 01:18:57,749 - mmaction - INFO - Epoch [150][1220/3757] lr: 1.000e-04, eta: 0:45:29, time: 1.149, data_time: 0.048, memory: 6921, loss_aux: 0.8897, top1_acc: 0.7070, top5_acc: 0.8727, loss_cls: 1.1791, loss: 2.0688, grad_norm: 11.6462 2021-07-10 01:19:20,540 - mmaction - INFO - Epoch [150][1240/3757] lr: 1.000e-04, eta: 0:45:08, time: 1.141, data_time: 0.005, memory: 6921, loss_aux: 0.9517, top1_acc: 0.6906, top5_acc: 0.8555, loss_cls: 1.3007, loss: 2.2524, grad_norm: 11.6981 2021-07-10 01:19:42,698 - mmaction - INFO - Epoch [150][1260/3757] lr: 1.000e-04, eta: 0:44:46, time: 1.107, data_time: 0.002, memory: 6921, loss_aux: 0.9134, top1_acc: 0.7070, top5_acc: 0.8750, loss_cls: 1.2169, loss: 2.1303, grad_norm: 11.7662 2021-07-10 01:20:05,161 - mmaction - INFO - Epoch [150][1280/3757] lr: 1.000e-04, eta: 0:44:25, time: 1.123, data_time: 0.003, memory: 6921, loss_aux: 0.9081, top1_acc: 0.6992, top5_acc: 0.8758, loss_cls: 1.2193, loss: 2.1275, grad_norm: 11.5800 2021-07-10 01:20:27,646 - mmaction - INFO - Epoch [150][1300/3757] lr: 1.000e-04, eta: 0:44:03, time: 1.125, data_time: 0.004, memory: 6921, loss_aux: 0.9778, top1_acc: 0.6914, top5_acc: 0.8602, loss_cls: 1.3355, loss: 2.3133, grad_norm: 12.0323 2021-07-10 01:20:50,016 - mmaction - INFO - Epoch [150][1320/3757] lr: 1.000e-04, eta: 0:43:41, time: 1.118, data_time: 0.003, memory: 6921, loss_aux: 0.9662, top1_acc: 0.7008, top5_acc: 0.8609, loss_cls: 1.2850, loss: 2.2512, grad_norm: 11.7062 2021-07-10 01:21:13,064 - mmaction - INFO - Epoch [150][1340/3757] lr: 1.000e-04, eta: 0:43:20, time: 1.153, data_time: 0.002, memory: 6921, loss_aux: 0.9511, top1_acc: 0.7172, top5_acc: 0.8711, loss_cls: 1.2217, loss: 2.1728, grad_norm: 11.7946 2021-07-10 01:21:35,247 - mmaction - INFO - Epoch [150][1360/3757] lr: 1.000e-04, eta: 0:42:58, time: 1.110, data_time: 0.002, memory: 6921, loss_aux: 0.9469, top1_acc: 0.7039, top5_acc: 0.8539, loss_cls: 1.2820, loss: 2.2288, grad_norm: 11.8373 2021-07-10 01:21:58,042 - mmaction - INFO - Epoch [150][1380/3757] lr: 1.000e-04, eta: 0:42:37, time: 1.137, data_time: 0.003, memory: 6921, loss_aux: 0.9283, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2114, loss: 2.1397, grad_norm: 11.5905 2021-07-10 01:22:20,250 - mmaction - INFO - Epoch [150][1400/3757] lr: 1.000e-04, eta: 0:42:15, time: 1.111, data_time: 0.003, memory: 6921, loss_aux: 0.9066, top1_acc: 0.7102, top5_acc: 0.8727, loss_cls: 1.2113, loss: 2.1178, grad_norm: 11.5534 2021-07-10 01:22:41,948 - mmaction - INFO - Epoch [150][1420/3757] lr: 1.000e-04, eta: 0:41:54, time: 1.086, data_time: 0.006, memory: 6921, loss_aux: 0.9712, top1_acc: 0.7023, top5_acc: 0.8539, loss_cls: 1.3094, loss: 2.2806, grad_norm: 12.0217 2021-07-10 01:23:04,980 - mmaction - INFO - Epoch [150][1440/3757] lr: 1.000e-04, eta: 0:41:32, time: 1.150, data_time: 0.003, memory: 6921, loss_aux: 0.9526, top1_acc: 0.6883, top5_acc: 0.8742, loss_cls: 1.2728, loss: 2.2253, grad_norm: 11.7184 2021-07-10 01:23:28,253 - mmaction - INFO - Epoch [150][1460/3757] lr: 1.000e-04, eta: 0:41:11, time: 1.163, data_time: 0.004, memory: 6921, loss_aux: 0.9050, top1_acc: 0.6953, top5_acc: 0.8703, loss_cls: 1.2143, loss: 2.1193, grad_norm: 11.6316 2021-07-10 01:23:49,568 - mmaction - INFO - Epoch [150][1480/3757] lr: 1.000e-04, eta: 0:40:49, time: 1.067, data_time: 0.004, memory: 6921, loss_aux: 0.9969, top1_acc: 0.6820, top5_acc: 0.8383, loss_cls: 1.3763, loss: 2.3732, grad_norm: 12.3713 2021-07-10 01:24:13,949 - mmaction - INFO - Epoch [150][1500/3757] lr: 1.000e-04, eta: 0:40:28, time: 1.220, data_time: 0.003, memory: 6921, loss_aux: 0.9769, top1_acc: 0.6820, top5_acc: 0.8578, loss_cls: 1.3250, loss: 2.3019, grad_norm: 12.3559 2021-07-10 01:24:36,201 - mmaction - INFO - Epoch [150][1520/3757] lr: 1.000e-04, eta: 0:40:06, time: 1.112, data_time: 0.002, memory: 6921, loss_aux: 0.9598, top1_acc: 0.6961, top5_acc: 0.8531, loss_cls: 1.2860, loss: 2.2459, grad_norm: 11.8554 2021-07-10 01:24:57,983 - mmaction - INFO - Epoch [150][1540/3757] lr: 1.000e-04, eta: 0:39:45, time: 1.087, data_time: 0.005, memory: 6921, loss_aux: 0.9326, top1_acc: 0.6867, top5_acc: 0.8672, loss_cls: 1.2976, loss: 2.2301, grad_norm: 11.8403 2021-07-10 01:25:19,527 - mmaction - INFO - Epoch [150][1560/3757] lr: 1.000e-04, eta: 0:39:23, time: 1.077, data_time: 0.005, memory: 6921, loss_aux: 0.9743, top1_acc: 0.6937, top5_acc: 0.8602, loss_cls: 1.3007, loss: 2.2750, grad_norm: 11.8584 2021-07-10 01:25:43,204 - mmaction - INFO - Epoch [150][1580/3757] lr: 1.000e-04, eta: 0:39:02, time: 1.184, data_time: 0.004, memory: 6921, loss_aux: 0.9239, top1_acc: 0.7047, top5_acc: 0.8680, loss_cls: 1.2263, loss: 2.1501, grad_norm: 11.6312 2021-07-10 01:26:04,716 - mmaction - INFO - Epoch [150][1600/3757] lr: 1.000e-04, eta: 0:38:40, time: 1.075, data_time: 0.004, memory: 6921, loss_aux: 0.9270, top1_acc: 0.7125, top5_acc: 0.8711, loss_cls: 1.2076, loss: 2.1346, grad_norm: 11.5307 2021-07-10 01:26:27,013 - mmaction - INFO - Epoch [150][1620/3757] lr: 1.000e-04, eta: 0:38:19, time: 1.117, data_time: 0.005, memory: 6921, loss_aux: 0.9785, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.3540, loss: 2.3324, grad_norm: 11.9145 2021-07-10 01:26:49,968 - mmaction - INFO - Epoch [150][1640/3757] lr: 1.000e-04, eta: 0:37:57, time: 1.147, data_time: 0.003, memory: 6921, loss_aux: 0.9626, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2703, loss: 2.2329, grad_norm: 11.6318 2021-07-10 01:27:12,414 - mmaction - INFO - Epoch [150][1660/3757] lr: 1.000e-04, eta: 0:37:36, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 0.9394, top1_acc: 0.6984, top5_acc: 0.8648, loss_cls: 1.2538, loss: 2.1932, grad_norm: 11.6202 2021-07-10 01:27:34,299 - mmaction - INFO - Epoch [150][1680/3757] lr: 1.000e-04, eta: 0:37:14, time: 1.094, data_time: 0.022, memory: 6921, loss_aux: 0.9266, top1_acc: 0.6977, top5_acc: 0.8648, loss_cls: 1.2748, loss: 2.2015, grad_norm: 11.9706 2021-07-10 01:27:57,563 - mmaction - INFO - Epoch [150][1700/3757] lr: 1.000e-04, eta: 0:36:53, time: 1.163, data_time: 0.104, memory: 6921, loss_aux: 0.9241, top1_acc: 0.7078, top5_acc: 0.8789, loss_cls: 1.2242, loss: 2.1483, grad_norm: 11.5019 2021-07-10 01:28:19,424 - mmaction - INFO - Epoch [150][1720/3757] lr: 1.000e-04, eta: 0:36:31, time: 1.094, data_time: 0.022, memory: 6921, loss_aux: 1.0317, top1_acc: 0.6695, top5_acc: 0.8461, loss_cls: 1.3919, loss: 2.4237, grad_norm: 12.1573 2021-07-10 01:28:42,880 - mmaction - INFO - Epoch [150][1740/3757] lr: 1.000e-04, eta: 0:36:10, time: 1.173, data_time: 0.103, memory: 6921, loss_aux: 0.9415, top1_acc: 0.6937, top5_acc: 0.8625, loss_cls: 1.2885, loss: 2.2301, grad_norm: 11.9036 2021-07-10 01:29:05,951 - mmaction - INFO - Epoch [150][1760/3757] lr: 1.000e-04, eta: 0:35:48, time: 1.152, data_time: 0.001, memory: 6921, loss_aux: 0.9452, top1_acc: 0.6859, top5_acc: 0.8633, loss_cls: 1.3223, loss: 2.2675, grad_norm: 12.2493 2021-07-10 01:29:27,745 - mmaction - INFO - Epoch [150][1780/3757] lr: 1.000e-04, eta: 0:35:27, time: 1.090, data_time: 0.002, memory: 6921, loss_aux: 0.9311, top1_acc: 0.7008, top5_acc: 0.8773, loss_cls: 1.2298, loss: 2.1609, grad_norm: 11.8447 2021-07-10 01:29:50,021 - mmaction - INFO - Epoch [150][1800/3757] lr: 1.000e-04, eta: 0:35:05, time: 1.113, data_time: 0.004, memory: 6921, loss_aux: 0.9609, top1_acc: 0.6820, top5_acc: 0.8680, loss_cls: 1.2726, loss: 2.2335, grad_norm: 11.8526 2021-07-10 01:30:12,473 - mmaction - INFO - Epoch [150][1820/3757] lr: 1.000e-04, eta: 0:34:44, time: 1.123, data_time: 0.005, memory: 6921, loss_aux: 0.9367, top1_acc: 0.6906, top5_acc: 0.8719, loss_cls: 1.2531, loss: 2.1899, grad_norm: 11.8500 2021-07-10 01:30:35,162 - mmaction - INFO - Epoch [150][1840/3757] lr: 1.000e-04, eta: 0:34:22, time: 1.136, data_time: 0.002, memory: 6921, loss_aux: 0.9212, top1_acc: 0.7070, top5_acc: 0.8742, loss_cls: 1.2113, loss: 2.1325, grad_norm: 11.6223 2021-07-10 01:30:57,408 - mmaction - INFO - Epoch [150][1860/3757] lr: 1.000e-04, eta: 0:34:01, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 0.8965, top1_acc: 0.7109, top5_acc: 0.8875, loss_cls: 1.1875, loss: 2.0839, grad_norm: 11.7060 2021-07-10 01:31:20,187 - mmaction - INFO - Epoch [150][1880/3757] lr: 1.000e-04, eta: 0:33:39, time: 1.139, data_time: 0.005, memory: 6921, loss_aux: 0.9409, top1_acc: 0.7117, top5_acc: 0.8711, loss_cls: 1.2415, loss: 2.1824, grad_norm: 11.6705 2021-07-10 01:31:43,630 - mmaction - INFO - Epoch [150][1900/3757] lr: 1.000e-04, eta: 0:33:18, time: 1.173, data_time: 0.003, memory: 6921, loss_aux: 0.9305, top1_acc: 0.7016, top5_acc: 0.8555, loss_cls: 1.2286, loss: 2.1591, grad_norm: 11.3974 2021-07-10 01:32:05,212 - mmaction - INFO - Epoch [150][1920/3757] lr: 1.000e-04, eta: 0:32:56, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 0.8999, top1_acc: 0.7078, top5_acc: 0.8727, loss_cls: 1.1867, loss: 2.0866, grad_norm: 11.4234 2021-07-10 01:32:26,889 - mmaction - INFO - Epoch [150][1940/3757] lr: 1.000e-04, eta: 0:32:35, time: 1.082, data_time: 0.004, memory: 6921, loss_aux: 0.9179, top1_acc: 0.7141, top5_acc: 0.8656, loss_cls: 1.2234, loss: 2.1413, grad_norm: 11.3599 2021-07-10 01:32:49,454 - mmaction - INFO - Epoch [150][1960/3757] lr: 1.000e-04, eta: 0:32:13, time: 1.130, data_time: 0.006, memory: 6921, loss_aux: 0.9712, top1_acc: 0.6992, top5_acc: 0.8492, loss_cls: 1.3145, loss: 2.2857, grad_norm: 11.8037 2021-07-10 01:33:12,880 - mmaction - INFO - Epoch [150][1980/3757] lr: 1.000e-04, eta: 0:31:51, time: 1.171, data_time: 0.005, memory: 6921, loss_aux: 0.9089, top1_acc: 0.6992, top5_acc: 0.8703, loss_cls: 1.2391, loss: 2.1479, grad_norm: 11.5856 2021-07-10 01:33:34,894 - mmaction - INFO - Epoch [150][2000/3757] lr: 1.000e-04, eta: 0:31:30, time: 1.102, data_time: 0.005, memory: 6921, loss_aux: 0.9086, top1_acc: 0.7164, top5_acc: 0.8766, loss_cls: 1.1900, loss: 2.0986, grad_norm: 11.5446 2021-07-10 01:33:56,725 - mmaction - INFO - Epoch [150][2020/3757] lr: 1.000e-04, eta: 0:31:08, time: 1.091, data_time: 0.001, memory: 6921, loss_aux: 0.9580, top1_acc: 0.6961, top5_acc: 0.8523, loss_cls: 1.3173, loss: 2.2753, grad_norm: 11.8408 2021-07-10 01:34:20,291 - mmaction - INFO - Epoch [150][2040/3757] lr: 1.000e-04, eta: 0:30:47, time: 1.177, data_time: 0.004, memory: 6921, loss_aux: 0.9121, top1_acc: 0.7008, top5_acc: 0.8734, loss_cls: 1.2358, loss: 2.1479, grad_norm: 11.4799 2021-07-10 01:34:42,645 - mmaction - INFO - Epoch [150][2060/3757] lr: 1.000e-04, eta: 0:30:25, time: 1.118, data_time: 0.004, memory: 6921, loss_aux: 0.9581, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2654, loss: 2.2235, grad_norm: 12.0347 2021-07-10 01:35:05,216 - mmaction - INFO - Epoch [150][2080/3757] lr: 1.000e-04, eta: 0:30:04, time: 1.128, data_time: 0.002, memory: 6921, loss_aux: 0.8865, top1_acc: 0.7141, top5_acc: 0.8898, loss_cls: 1.1293, loss: 2.0158, grad_norm: 11.4516 2021-07-10 01:35:27,804 - mmaction - INFO - Epoch [150][2100/3757] lr: 1.000e-04, eta: 0:29:42, time: 1.130, data_time: 0.007, memory: 6921, loss_aux: 0.9383, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2468, loss: 2.1851, grad_norm: 11.5193 2021-07-10 01:35:51,354 - mmaction - INFO - Epoch [150][2120/3757] lr: 1.000e-04, eta: 0:29:21, time: 1.178, data_time: 0.003, memory: 6921, loss_aux: 0.9156, top1_acc: 0.7102, top5_acc: 0.8641, loss_cls: 1.2224, loss: 2.1380, grad_norm: 11.3738 2021-07-10 01:36:12,823 - mmaction - INFO - Epoch [150][2140/3757] lr: 1.000e-04, eta: 0:28:59, time: 1.074, data_time: 0.006, memory: 6921, loss_aux: 0.9426, top1_acc: 0.6953, top5_acc: 0.8562, loss_cls: 1.2683, loss: 2.2109, grad_norm: 11.7577 2021-07-10 01:36:36,025 - mmaction - INFO - Epoch [150][2160/3757] lr: 1.000e-04, eta: 0:28:38, time: 1.159, data_time: 0.022, memory: 6921, loss_aux: 0.9795, top1_acc: 0.6945, top5_acc: 0.8570, loss_cls: 1.3420, loss: 2.3215, grad_norm: 11.8091 2021-07-10 01:36:58,290 - mmaction - INFO - Epoch [150][2180/3757] lr: 1.000e-04, eta: 0:28:16, time: 1.112, data_time: 0.004, memory: 6921, loss_aux: 0.9445, top1_acc: 0.7078, top5_acc: 0.8641, loss_cls: 1.2538, loss: 2.1983, grad_norm: 11.8354 2021-07-10 01:37:21,258 - mmaction - INFO - Epoch [150][2200/3757] lr: 1.000e-04, eta: 0:27:55, time: 1.148, data_time: 0.004, memory: 6921, loss_aux: 0.9334, top1_acc: 0.7094, top5_acc: 0.8602, loss_cls: 1.2674, loss: 2.2007, grad_norm: 11.7513 2021-07-10 01:37:42,711 - mmaction - INFO - Epoch [150][2220/3757] lr: 1.000e-04, eta: 0:27:33, time: 1.074, data_time: 0.006, memory: 6921, loss_aux: 0.9264, top1_acc: 0.7117, top5_acc: 0.8688, loss_cls: 1.2382, loss: 2.1647, grad_norm: 11.8000 2021-07-10 01:38:05,160 - mmaction - INFO - Epoch [150][2240/3757] lr: 1.000e-04, eta: 0:27:12, time: 1.122, data_time: 0.003, memory: 6921, loss_aux: 0.9414, top1_acc: 0.7000, top5_acc: 0.8625, loss_cls: 1.2786, loss: 2.2200, grad_norm: 11.9978 2021-07-10 01:38:28,223 - mmaction - INFO - Epoch [150][2260/3757] lr: 1.000e-04, eta: 0:26:50, time: 1.153, data_time: 0.005, memory: 6921, loss_aux: 0.9448, top1_acc: 0.6977, top5_acc: 0.8625, loss_cls: 1.2774, loss: 2.2222, grad_norm: 11.7781 2021-07-10 01:38:50,170 - mmaction - INFO - Epoch [150][2280/3757] lr: 1.000e-04, eta: 0:26:29, time: 1.099, data_time: 0.004, memory: 6921, loss_aux: 0.9539, top1_acc: 0.7039, top5_acc: 0.8727, loss_cls: 1.2159, loss: 2.1698, grad_norm: 11.4513 2021-07-10 01:39:13,553 - mmaction - INFO - Epoch [150][2300/3757] lr: 1.000e-04, eta: 0:26:07, time: 1.169, data_time: 0.002, memory: 6921, loss_aux: 0.9284, top1_acc: 0.6953, top5_acc: 0.8750, loss_cls: 1.2500, loss: 2.1784, grad_norm: 11.7797 2021-07-10 01:39:36,394 - mmaction - INFO - Epoch [150][2320/3757] lr: 1.000e-04, eta: 0:25:46, time: 1.142, data_time: 0.004, memory: 6921, loss_aux: 0.9096, top1_acc: 0.6984, top5_acc: 0.8641, loss_cls: 1.2583, loss: 2.1679, grad_norm: 11.7085 2021-07-10 01:39:58,161 - mmaction - INFO - Epoch [150][2340/3757] lr: 1.000e-04, eta: 0:25:24, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9514, top1_acc: 0.6875, top5_acc: 0.8695, loss_cls: 1.2760, loss: 2.2274, grad_norm: 11.6418 2021-07-10 01:40:20,211 - mmaction - INFO - Epoch [150][2360/3757] lr: 1.000e-04, eta: 0:25:03, time: 1.101, data_time: 0.005, memory: 6921, loss_aux: 0.9356, top1_acc: 0.7094, top5_acc: 0.8688, loss_cls: 1.2446, loss: 2.1802, grad_norm: 11.7094 2021-07-10 01:40:42,790 - mmaction - INFO - Epoch [150][2380/3757] lr: 1.000e-04, eta: 0:24:41, time: 1.130, data_time: 0.011, memory: 6921, loss_aux: 0.9470, top1_acc: 0.6859, top5_acc: 0.8500, loss_cls: 1.3069, loss: 2.2539, grad_norm: 11.6349 2021-07-10 01:41:05,742 - mmaction - INFO - Epoch [150][2400/3757] lr: 1.000e-04, eta: 0:24:20, time: 1.148, data_time: 0.004, memory: 6921, loss_aux: 0.9925, top1_acc: 0.6711, top5_acc: 0.8672, loss_cls: 1.3352, loss: 2.3277, grad_norm: 12.0390 2021-07-10 01:41:28,850 - mmaction - INFO - Epoch [150][2420/3757] lr: 1.000e-04, eta: 0:23:58, time: 1.156, data_time: 0.002, memory: 6921, loss_aux: 0.9364, top1_acc: 0.7039, top5_acc: 0.8664, loss_cls: 1.2196, loss: 2.1559, grad_norm: 11.6074 2021-07-10 01:41:51,094 - mmaction - INFO - Epoch [150][2440/3757] lr: 1.000e-04, eta: 0:23:37, time: 1.111, data_time: 0.002, memory: 6921, loss_aux: 0.9416, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3039, loss: 2.2455, grad_norm: 11.9883 2021-07-10 01:42:13,430 - mmaction - INFO - Epoch [150][2460/3757] lr: 1.000e-04, eta: 0:23:15, time: 1.118, data_time: 0.006, memory: 6921, loss_aux: 0.9521, top1_acc: 0.7008, top5_acc: 0.8641, loss_cls: 1.2498, loss: 2.2019, grad_norm: 11.3433 2021-07-10 01:42:36,030 - mmaction - INFO - Epoch [150][2480/3757] lr: 1.000e-04, eta: 0:22:54, time: 1.130, data_time: 0.003, memory: 6921, loss_aux: 0.9644, top1_acc: 0.6867, top5_acc: 0.8539, loss_cls: 1.2918, loss: 2.2562, grad_norm: 11.9171 2021-07-10 01:42:58,265 - mmaction - INFO - Epoch [150][2500/3757] lr: 1.000e-04, eta: 0:22:32, time: 1.110, data_time: 0.003, memory: 6921, loss_aux: 0.9384, top1_acc: 0.7008, top5_acc: 0.8609, loss_cls: 1.2696, loss: 2.2080, grad_norm: 11.5982 2021-07-10 01:43:21,275 - mmaction - INFO - Epoch [150][2520/3757] lr: 1.000e-04, eta: 0:22:11, time: 1.152, data_time: 0.005, memory: 6921, loss_aux: 0.9705, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3439, loss: 2.3144, grad_norm: 12.2078 2021-07-10 01:43:43,706 - mmaction - INFO - Epoch [150][2540/3757] lr: 1.000e-04, eta: 0:21:49, time: 1.122, data_time: 0.002, memory: 6921, loss_aux: 0.9313, top1_acc: 0.6953, top5_acc: 0.8719, loss_cls: 1.2675, loss: 2.1988, grad_norm: 11.9238 2021-07-10 01:44:06,315 - mmaction - INFO - Epoch [150][2560/3757] lr: 1.000e-04, eta: 0:21:27, time: 1.128, data_time: 0.068, memory: 6921, loss_aux: 0.9508, top1_acc: 0.7031, top5_acc: 0.8633, loss_cls: 1.2729, loss: 2.2237, grad_norm: 11.8048 2021-07-10 01:44:28,034 - mmaction - INFO - Epoch [150][2580/3757] lr: 1.000e-04, eta: 0:21:06, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9276, top1_acc: 0.7234, top5_acc: 0.8695, loss_cls: 1.2213, loss: 2.1488, grad_norm: 11.5499 2021-07-10 01:44:52,042 - mmaction - INFO - Epoch [150][2600/3757] lr: 1.000e-04, eta: 0:20:44, time: 1.199, data_time: 0.130, memory: 6921, loss_aux: 0.9325, top1_acc: 0.7070, top5_acc: 0.8711, loss_cls: 1.2418, loss: 2.1743, grad_norm: 11.8885 2021-07-10 01:45:13,499 - mmaction - INFO - Epoch [150][2620/3757] lr: 1.000e-04, eta: 0:20:23, time: 1.073, data_time: 0.003, memory: 6921, loss_aux: 0.9263, top1_acc: 0.6969, top5_acc: 0.8688, loss_cls: 1.2702, loss: 2.1965, grad_norm: 11.6124 2021-07-10 01:45:35,548 - mmaction - INFO - Epoch [150][2640/3757] lr: 1.000e-04, eta: 0:20:01, time: 1.103, data_time: 0.031, memory: 6921, loss_aux: 0.9403, top1_acc: 0.6945, top5_acc: 0.8508, loss_cls: 1.2911, loss: 2.2314, grad_norm: 11.6935 2021-07-10 01:45:58,502 - mmaction - INFO - Epoch [150][2660/3757] lr: 1.000e-04, eta: 0:19:40, time: 1.147, data_time: 0.082, memory: 6921, loss_aux: 0.9813, top1_acc: 0.6977, top5_acc: 0.8500, loss_cls: 1.3020, loss: 2.2833, grad_norm: 11.8804 2021-07-10 01:46:21,046 - mmaction - INFO - Epoch [150][2680/3757] lr: 1.000e-04, eta: 0:19:18, time: 1.127, data_time: 0.054, memory: 6921, loss_aux: 0.9160, top1_acc: 0.7031, top5_acc: 0.8734, loss_cls: 1.1992, loss: 2.1152, grad_norm: 11.5302 2021-07-10 01:46:43,935 - mmaction - INFO - Epoch [150][2700/3757] lr: 1.000e-04, eta: 0:18:57, time: 1.144, data_time: 0.003, memory: 6921, loss_aux: 0.9709, top1_acc: 0.6852, top5_acc: 0.8492, loss_cls: 1.3311, loss: 2.3021, grad_norm: 11.8851 2021-07-10 01:47:06,803 - mmaction - INFO - Epoch [150][2720/3757] lr: 1.000e-04, eta: 0:18:35, time: 1.144, data_time: 0.004, memory: 6921, loss_aux: 0.9627, top1_acc: 0.6969, top5_acc: 0.8523, loss_cls: 1.2750, loss: 2.2377, grad_norm: 11.8112 2021-07-10 01:47:28,830 - mmaction - INFO - Epoch [150][2740/3757] lr: 1.000e-04, eta: 0:18:14, time: 1.101, data_time: 0.001, memory: 6921, loss_aux: 1.0009, top1_acc: 0.6672, top5_acc: 0.8398, loss_cls: 1.3704, loss: 2.3713, grad_norm: 11.9746 2021-07-10 01:47:52,059 - mmaction - INFO - Epoch [150][2760/3757] lr: 1.000e-04, eta: 0:17:52, time: 1.161, data_time: 0.006, memory: 6921, loss_aux: 0.8993, top1_acc: 0.7109, top5_acc: 0.8734, loss_cls: 1.2184, loss: 2.1176, grad_norm: 11.6209 2021-07-10 01:48:13,811 - mmaction - INFO - Epoch [150][2780/3757] lr: 1.000e-04, eta: 0:17:31, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 0.9003, top1_acc: 0.7219, top5_acc: 0.8734, loss_cls: 1.2166, loss: 2.1169, grad_norm: 11.8687 2021-07-10 01:48:36,869 - mmaction - INFO - Epoch [150][2800/3757] lr: 1.000e-04, eta: 0:17:09, time: 1.154, data_time: 0.004, memory: 6921, loss_aux: 0.9453, top1_acc: 0.6977, top5_acc: 0.8523, loss_cls: 1.2746, loss: 2.2199, grad_norm: 11.5187 2021-07-10 01:48:58,652 - mmaction - INFO - Epoch [150][2820/3757] lr: 1.000e-04, eta: 0:16:48, time: 1.089, data_time: 0.004, memory: 6921, loss_aux: 0.9115, top1_acc: 0.6977, top5_acc: 0.8727, loss_cls: 1.2284, loss: 2.1399, grad_norm: 11.7239 2021-07-10 01:49:22,454 - mmaction - INFO - Epoch [150][2840/3757] lr: 1.000e-04, eta: 0:16:26, time: 1.188, data_time: 0.004, memory: 6921, loss_aux: 0.9752, top1_acc: 0.6711, top5_acc: 0.8594, loss_cls: 1.3294, loss: 2.3045, grad_norm: 12.0177 2021-07-10 01:49:44,180 - mmaction - INFO - Epoch [150][2860/3757] lr: 1.000e-04, eta: 0:16:05, time: 1.087, data_time: 0.003, memory: 6921, loss_aux: 0.9797, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.2915, loss: 2.2713, grad_norm: 11.9045 2021-07-10 01:50:07,535 - mmaction - INFO - Epoch [150][2880/3757] lr: 1.000e-04, eta: 0:15:43, time: 1.167, data_time: 0.005, memory: 6921, loss_aux: 0.9453, top1_acc: 0.6937, top5_acc: 0.8555, loss_cls: 1.3201, loss: 2.2654, grad_norm: 11.7876 2021-07-10 01:50:29,984 - mmaction - INFO - Epoch [150][2900/3757] lr: 1.000e-04, eta: 0:15:22, time: 1.124, data_time: 0.007, memory: 6921, loss_aux: 0.9180, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2529, loss: 2.1710, grad_norm: 11.6896 2021-07-10 01:50:51,899 - mmaction - INFO - Epoch [150][2920/3757] lr: 1.000e-04, eta: 0:15:00, time: 1.096, data_time: 0.004, memory: 6921, loss_aux: 0.9512, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2371, loss: 2.1883, grad_norm: 11.7053 2021-07-10 01:51:15,646 - mmaction - INFO - Epoch [150][2940/3757] lr: 1.000e-04, eta: 0:14:39, time: 1.186, data_time: 0.004, memory: 6921, loss_aux: 0.8802, top1_acc: 0.7172, top5_acc: 0.8742, loss_cls: 1.1665, loss: 2.0467, grad_norm: 11.5108 2021-07-10 01:51:37,359 - mmaction - INFO - Epoch [150][2960/3757] lr: 1.000e-04, eta: 0:14:17, time: 1.086, data_time: 0.003, memory: 6921, loss_aux: 0.9364, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2064, loss: 2.1429, grad_norm: 11.5258 2021-07-10 01:51:59,498 - mmaction - INFO - Epoch [150][2980/3757] lr: 1.000e-04, eta: 0:13:56, time: 1.106, data_time: 0.004, memory: 6921, loss_aux: 0.9381, top1_acc: 0.7078, top5_acc: 0.8609, loss_cls: 1.2519, loss: 2.1899, grad_norm: 11.4131 2021-07-10 01:52:22,491 - mmaction - INFO - Epoch [150][3000/3757] lr: 1.000e-04, eta: 0:13:34, time: 1.151, data_time: 0.004, memory: 6921, loss_aux: 0.9596, top1_acc: 0.7023, top5_acc: 0.8695, loss_cls: 1.2605, loss: 2.2202, grad_norm: 11.7545 2021-07-10 01:52:45,575 - mmaction - INFO - Epoch [150][3020/3757] lr: 1.000e-04, eta: 0:13:13, time: 1.154, data_time: 0.003, memory: 6921, loss_aux: 0.8757, top1_acc: 0.7180, top5_acc: 0.8758, loss_cls: 1.1671, loss: 2.0428, grad_norm: 11.3726 2021-07-10 01:53:07,715 - mmaction - INFO - Epoch [150][3040/3757] lr: 1.000e-04, eta: 0:12:51, time: 1.105, data_time: 0.002, memory: 6921, loss_aux: 0.9376, top1_acc: 0.7047, top5_acc: 0.8742, loss_cls: 1.2177, loss: 2.1553, grad_norm: 11.7345 2021-07-10 01:53:29,296 - mmaction - INFO - Epoch [150][3060/3757] lr: 1.000e-04, eta: 0:12:30, time: 1.079, data_time: 0.004, memory: 6921, loss_aux: 0.9174, top1_acc: 0.7055, top5_acc: 0.8766, loss_cls: 1.2260, loss: 2.1434, grad_norm: 11.7473 2021-07-10 01:53:53,301 - mmaction - INFO - Epoch [150][3080/3757] lr: 1.000e-04, eta: 0:12:08, time: 1.200, data_time: 0.007, memory: 6921, loss_aux: 0.9545, top1_acc: 0.7055, top5_acc: 0.8719, loss_cls: 1.2210, loss: 2.1755, grad_norm: 11.7731 2021-07-10 01:54:15,435 - mmaction - INFO - Epoch [150][3100/3757] lr: 1.000e-04, eta: 0:11:46, time: 1.109, data_time: 0.005, memory: 6921, loss_aux: 0.9258, top1_acc: 0.7117, top5_acc: 0.8836, loss_cls: 1.2013, loss: 2.1270, grad_norm: 11.5443 2021-07-10 01:54:37,218 - mmaction - INFO - Epoch [150][3120/3757] lr: 1.000e-04, eta: 0:11:25, time: 1.088, data_time: 0.002, memory: 6921, loss_aux: 0.9616, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.2824, loss: 2.2440, grad_norm: 12.2563 2021-07-10 01:54:59,703 - mmaction - INFO - Epoch [150][3140/3757] lr: 1.000e-04, eta: 0:11:03, time: 1.126, data_time: 0.025, memory: 6921, loss_aux: 0.9235, top1_acc: 0.7055, top5_acc: 0.8883, loss_cls: 1.2052, loss: 2.1287, grad_norm: 11.6159 2021-07-10 01:55:22,526 - mmaction - INFO - Epoch [150][3160/3757] lr: 1.000e-04, eta: 0:10:42, time: 1.138, data_time: 0.075, memory: 6921, loss_aux: 0.9055, top1_acc: 0.7281, top5_acc: 0.8711, loss_cls: 1.1813, loss: 2.0868, grad_norm: 11.4189 2021-07-10 01:55:44,232 - mmaction - INFO - Epoch [150][3180/3757] lr: 1.000e-04, eta: 0:10:20, time: 1.087, data_time: 0.008, memory: 6921, loss_aux: 1.0071, top1_acc: 0.6883, top5_acc: 0.8438, loss_cls: 1.3862, loss: 2.3933, grad_norm: 11.8808 2021-07-10 01:56:06,938 - mmaction - INFO - Epoch [150][3200/3757] lr: 1.000e-04, eta: 0:09:59, time: 1.136, data_time: 0.020, memory: 6921, loss_aux: 0.9584, top1_acc: 0.7023, top5_acc: 0.8492, loss_cls: 1.3185, loss: 2.2769, grad_norm: 11.7983 2021-07-10 01:56:29,849 - mmaction - INFO - Epoch [150][3220/3757] lr: 1.000e-04, eta: 0:09:37, time: 1.147, data_time: 0.003, memory: 6921, loss_aux: 0.9804, top1_acc: 0.7047, top5_acc: 0.8562, loss_cls: 1.3212, loss: 2.3016, grad_norm: 12.1133 2021-07-10 01:56:51,572 - mmaction - INFO - Epoch [150][3240/3757] lr: 1.000e-04, eta: 0:09:16, time: 1.085, data_time: 0.002, memory: 6921, loss_aux: 0.9694, top1_acc: 0.6852, top5_acc: 0.8688, loss_cls: 1.2962, loss: 2.2655, grad_norm: 12.0196 2021-07-10 01:57:14,222 - mmaction - INFO - Epoch [150][3260/3757] lr: 1.000e-04, eta: 0:08:54, time: 1.132, data_time: 0.004, memory: 6921, loss_aux: 1.0051, top1_acc: 0.6781, top5_acc: 0.8672, loss_cls: 1.3436, loss: 2.3487, grad_norm: 12.0467 2021-07-10 01:57:36,930 - mmaction - INFO - Epoch [150][3280/3757] lr: 1.000e-04, eta: 0:08:33, time: 1.137, data_time: 0.003, memory: 6921, loss_aux: 0.9494, top1_acc: 0.6945, top5_acc: 0.8547, loss_cls: 1.3021, loss: 2.2515, grad_norm: 11.7252 2021-07-10 01:58:00,160 - mmaction - INFO - Epoch [150][3300/3757] lr: 1.000e-04, eta: 0:08:11, time: 1.160, data_time: 0.003, memory: 6921, loss_aux: 0.9202, top1_acc: 0.7000, top5_acc: 0.8750, loss_cls: 1.2292, loss: 2.1495, grad_norm: 11.6889 2021-07-10 01:58:22,406 - mmaction - INFO - Epoch [150][3320/3757] lr: 1.000e-04, eta: 0:07:50, time: 1.112, data_time: 0.005, memory: 6921, loss_aux: 0.9739, top1_acc: 0.6969, top5_acc: 0.8594, loss_cls: 1.3071, loss: 2.2810, grad_norm: 11.7208 2021-07-10 01:58:44,662 - mmaction - INFO - Epoch [150][3340/3757] lr: 1.000e-04, eta: 0:07:28, time: 1.112, data_time: 0.003, memory: 6921, loss_aux: 0.9800, top1_acc: 0.6977, top5_acc: 0.8578, loss_cls: 1.2761, loss: 2.2561, grad_norm: 12.1436 2021-07-10 01:59:08,424 - mmaction - INFO - Epoch [150][3360/3757] lr: 1.000e-04, eta: 0:07:07, time: 1.188, data_time: 0.003, memory: 6921, loss_aux: 0.9525, top1_acc: 0.7031, top5_acc: 0.8516, loss_cls: 1.2811, loss: 2.2336, grad_norm: 11.6346 2021-07-10 01:59:29,829 - mmaction - INFO - Epoch [150][3380/3757] lr: 1.000e-04, eta: 0:06:45, time: 1.070, data_time: 0.002, memory: 6921, loss_aux: 0.9339, top1_acc: 0.7063, top5_acc: 0.8695, loss_cls: 1.2648, loss: 2.1987, grad_norm: 11.6953 2021-07-10 01:59:52,147 - mmaction - INFO - Epoch [150][3400/3757] lr: 1.000e-04, eta: 0:06:24, time: 1.115, data_time: 0.003, memory: 6921, loss_aux: 0.9345, top1_acc: 0.7039, top5_acc: 0.8711, loss_cls: 1.2384, loss: 2.1729, grad_norm: 11.5793 2021-07-10 02:00:15,616 - mmaction - INFO - Epoch [150][3420/3757] lr: 1.000e-04, eta: 0:06:02, time: 1.176, data_time: 0.005, memory: 6921, loss_aux: 1.0127, top1_acc: 0.6711, top5_acc: 0.8570, loss_cls: 1.3933, loss: 2.4060, grad_norm: 12.0852 2021-07-10 02:00:37,415 - mmaction - INFO - Epoch [150][3440/3757] lr: 1.000e-04, eta: 0:05:41, time: 1.089, data_time: 0.001, memory: 6921, loss_aux: 0.9061, top1_acc: 0.7102, top5_acc: 0.8672, loss_cls: 1.1932, loss: 2.0993, grad_norm: 11.5023 2021-07-10 02:01:00,385 - mmaction - INFO - Epoch [150][3460/3757] lr: 1.000e-04, eta: 0:05:19, time: 1.147, data_time: 0.004, memory: 6921, loss_aux: 0.9681, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3312, loss: 2.2993, grad_norm: 12.1037 2021-07-10 02:01:23,531 - mmaction - INFO - Epoch [150][3480/3757] lr: 1.000e-04, eta: 0:04:58, time: 1.160, data_time: 0.005, memory: 6921, loss_aux: 0.9646, top1_acc: 0.6859, top5_acc: 0.8656, loss_cls: 1.2807, loss: 2.2453, grad_norm: 11.9795 2021-07-10 02:01:45,169 - mmaction - INFO - Epoch [150][3500/3757] lr: 1.000e-04, eta: 0:04:36, time: 1.080, data_time: 0.002, memory: 6921, loss_aux: 0.9355, top1_acc: 0.7109, top5_acc: 0.8625, loss_cls: 1.2239, loss: 2.1594, grad_norm: 11.5225 2021-07-10 02:02:06,956 - mmaction - INFO - Epoch [150][3520/3757] lr: 1.000e-04, eta: 0:04:15, time: 1.091, data_time: 0.003, memory: 6921, loss_aux: 0.9298, top1_acc: 0.6977, top5_acc: 0.8688, loss_cls: 1.2391, loss: 2.1689, grad_norm: 11.3610 2021-07-10 02:02:30,032 - mmaction - INFO - Epoch [150][3540/3757] lr: 1.000e-04, eta: 0:03:53, time: 1.153, data_time: 0.002, memory: 6921, loss_aux: 0.9359, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.2875, loss: 2.2235, grad_norm: 11.8796 2021-07-10 02:02:52,163 - mmaction - INFO - Epoch [150][3560/3757] lr: 1.000e-04, eta: 0:03:31, time: 1.105, data_time: 0.004, memory: 6921, loss_aux: 0.9525, top1_acc: 0.6805, top5_acc: 0.8656, loss_cls: 1.2963, loss: 2.2488, grad_norm: 12.1594 2021-07-10 02:03:15,172 - mmaction - INFO - Epoch [150][3580/3757] lr: 1.000e-04, eta: 0:03:10, time: 1.151, data_time: 0.008, memory: 6921, loss_aux: 0.9005, top1_acc: 0.7156, top5_acc: 0.8711, loss_cls: 1.2134, loss: 2.1139, grad_norm: 11.5943 2021-07-10 02:03:36,886 - mmaction - INFO - Epoch [150][3600/3757] lr: 1.000e-04, eta: 0:02:48, time: 1.088, data_time: 0.003, memory: 6921, loss_aux: 0.9680, top1_acc: 0.6836, top5_acc: 0.8609, loss_cls: 1.3290, loss: 2.2970, grad_norm: 11.8027 2021-07-10 02:04:00,383 - mmaction - INFO - Epoch [150][3620/3757] lr: 1.000e-04, eta: 0:02:27, time: 1.175, data_time: 0.047, memory: 6921, loss_aux: 0.9195, top1_acc: 0.7055, top5_acc: 0.8836, loss_cls: 1.2341, loss: 2.1536, grad_norm: 12.0301 2021-07-10 02:04:22,897 - mmaction - INFO - Epoch [150][3640/3757] lr: 1.000e-04, eta: 0:02:05, time: 1.123, data_time: 0.001, memory: 6921, loss_aux: 0.9835, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3295, loss: 2.3130, grad_norm: 12.2890 2021-07-10 02:04:46,169 - mmaction - INFO - Epoch [150][3660/3757] lr: 1.000e-04, eta: 0:01:44, time: 1.166, data_time: 0.003, memory: 6921, loss_aux: 0.9443, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2576, loss: 2.2019, grad_norm: 11.6291 2021-07-10 02:05:08,593 - mmaction - INFO - Epoch [150][3680/3757] lr: 1.000e-04, eta: 0:01:22, time: 1.119, data_time: 0.003, memory: 6921, loss_aux: 0.9098, top1_acc: 0.6883, top5_acc: 0.8680, loss_cls: 1.2508, loss: 2.1606, grad_norm: 11.6848 2021-07-10 02:05:30,342 - mmaction - INFO - Epoch [150][3700/3757] lr: 1.000e-04, eta: 0:01:01, time: 1.089, data_time: 0.003, memory: 6921, loss_aux: 0.9072, top1_acc: 0.7133, top5_acc: 0.8836, loss_cls: 1.1816, loss: 2.0888, grad_norm: 11.8248 2021-07-10 02:05:53,577 - mmaction - INFO - Epoch [150][3720/3757] lr: 1.000e-04, eta: 0:00:39, time: 1.161, data_time: 0.059, memory: 6921, loss_aux: 0.9370, top1_acc: 0.7055, top5_acc: 0.8633, loss_cls: 1.2427, loss: 2.1797, grad_norm: 11.4653 2021-07-10 02:06:14,968 - mmaction - INFO - Epoch [150][3740/3757] lr: 1.000e-04, eta: 0:00:18, time: 1.069, data_time: 0.004, memory: 6921, loss_aux: 0.9519, top1_acc: 0.6867, top5_acc: 0.8516, loss_cls: 1.3043, loss: 2.2562, grad_norm: 11.7333 2021-07-10 02:06:34,712 - mmaction - INFO - Saving checkpoint at 150 epochs 2021-07-10 02:11:29,290 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 02:11:30,147 - mmaction - INFO - top1_acc 0.7087 top5_acc 0.8888 2021-07-10 02:11:30,148 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 02:11:30,177 - mmaction - INFO - mean_acc 0.7086 2021-07-10 02:11:30,185 - mmaction - INFO - Epoch(val) [150][310] top1_acc: 0.7087, top5_acc: 0.8888, mean_class_accuracy: 0.7086